JoVE Visualize What is visualize?
Stop Reading. Start Watching.
Advanced Search
Stop Reading. Start Watching.
Regular Search
Find video protocols related to scientific articles indexed in Pubmed.
Ambulatory measurement of the ECG T-wave amplitude.
Psychophysiology
PUBLISHED: 08-13-2014
Show Abstract
Hide Abstract
Ambulatory recording of the preejection period (PEP) can be used to measure changes in cardiac sympathetic nervous system (SNS) activity under naturalistic conditions. Here, we test the ECG T-wave amplitude (TWA) as an alternative measure, using 24-h ambulatory monitoring of PEP and TWA in a sample of 564 healthy adults. The TWA showed a decrease in response to mental stress and a monotonic decrease from nighttime sleep to daytime sitting and more physically active behaviors. Within-participant changes in TWA were correlated with changes in the PEP across the standardized stressors (r?=?.42) and the unstandardized naturalistic conditions (mean r?=?.35). Partialling out changes in heart rate and vagal effects attenuated these correlations, but they remained significant. Ambulatory TWA cannot replace PEP, but simultaneous recording of TWA and PEP provides a more comprehensive picture of changes in cardiac SNS activity in real-life settings.
Related JoVE Video
DNA Modification Study of Major Depressive Disorder: Beyond Locus-by-Locus Comparisons.
Biol. Psychiatry
PUBLISHED: 07-01-2014
Show Abstract
Hide Abstract
Major depressive disorder (MDD) exhibits numerous clinical and molecular features that are consistent with putative epigenetic misregulation. Despite growing interest in epigenetic studies of psychiatric diseases, the methodologies guiding such studies have not been well defined.
Related JoVE Video
Parent-of-origin-specific allelic associations among 106 genomic loci for age at menarche.
John R B Perry, Felix Day, Cathy E Elks, Patrick Sulem, Deborah J Thompson, Teresa Ferreira, Chunyan He, Daniel I Chasman, Tonu Esko, Gudmar Thorleifsson, Eva Albrecht, Wei Q Ang, Tanguy Corre, Diana L Cousminer, Bjarke Feenstra, Nora Franceschini, Andrea Ganna, Andrew D Johnson, Sanela Kjellqvist, Kathryn L Lunetta, George McMahon, Ilja M Nolte, Lavinia Paternoster, Eleonora Porcu, Albert V Smith, Lisette Stolk, Alexander Teumer, Natalia Tšernikova, Emmi Tikkanen, Sheila Ulivi, Erin K Wagner, Najaf Amin, Laura J Bierut, Enda M Byrne, Jouke-Jan Hottenga, Daniel L Koller, Massimo Mangino, Tune H Pers, Laura M Yerges-Armstrong, Jing Hua Zhao, Irene L Andrulis, Hoda Anton-Culver, Femke Atsma, Stefania Bandinelli, Matthias W Beckmann, Javier Benitez, Carl Blomqvist, Stig E Bojesen, Manjeet K Bolla, Bernardo Bonanni, Hiltrud Brauch, Hermann Brenner, Julie E Buring, Jenny Chang-Claude, Stephen Chanock, Jinhui Chen, Georgia Chenevix-Trench, J Margriet Collée, Fergus J Couch, David Couper, Andrea D Coviello, Angela Cox, Kamila Czene, Adamo Pio D'adamo, George Davey Smith, Immaculata De Vivo, Ellen W Demerath, Joe Dennis, Peter Devilee, Aida K Dieffenbach, Alison M Dunning, Gudny Eiriksdottir, Johan G Eriksson, Peter A Fasching, Luigi Ferrucci, Dieter Flesch-Janys, Henrik Flyger, Tatiana Foroud, Lude Franke, Melissa E Garcia, Montserrat Garcia-Closas, Frank Geller, Eco E J de Geus, Graham G Giles, Daniel F Gudbjartsson, Vilmundur Gudnason, Pascal Guénel, Suiqun Guo, Per Hall, Ute Hamann, Robin Haring, Catharina A Hartman, Andrew C Heath, Albert Hofman, Maartje J Hooning, John L Hopper, Frank B Hu, David J Hunter, David Karasik, Douglas P Kiel, Julia A Knight, Veli-Matti Kosma, Zoltan Kutalik, Sandra Lai, Diether Lambrechts, Annika Lindblom, Reedik Mägi, Patrik K Magnusson, Arto Mannermaa, Nicholas G Martin, Gisli Masson, Patrick F McArdle, Wendy L McArdle, Mads Melbye, Kyriaki Michailidou, Evelin Mihailov, Lili Milani, Roger L Milne, Heli Nevanlinna, Patrick Neven, Ellen A Nohr, Albertine J Oldehinkel, Ben A Oostra, Aarno Palotie, Munro Peacock, Nancy L Pedersen, Paolo Peterlongo, Julian Peto, Paul D P Pharoah, Dirkje S Postma, Anneli Pouta, Katri Pylkäs, Paolo Radice, Susan Ring, Fernando Rivadeneira, Antonietta Robino, Lynda M Rose, Anja Rudolph, Veikko Salomaa, Serena Sanna, David Schlessinger, Marjanka K Schmidt, Mellissa C Southey, Ulla Sovio, Meir J Stampfer, Doris Stöckl, Anna M Storniolo, Nicholas J Timpson, Jonathan Tyrer, Jenny A Visser, Peter Vollenweider, Henry Völzke, Gérard Waeber, Melanie Waldenberger, Henri Wallaschofski, Qin Wang, Gonneke Willemsen, Robert Winqvist, Bruce H R Wolffenbuttel, Margaret J Wright, , Dorret I Boomsma, Michael J Econs, Kay-Tee Khaw, Ruth J F Loos, Mark I McCarthy, Grant W Montgomery, John P Rice, Elizabeth A Streeten, Unnur Thorsteinsdottir, Cornelia M van Duijn, Behrooz Z Alizadeh, Sven Bergmann, Eric Boerwinkle, Heather A Boyd, Laura Crisponi, Paolo Gasparini, Christian Gieger, Tamara B Harris, Erik Ingelsson, Marjo-Riitta Järvelin, Peter Kraft, Debbie Lawlor, Andres Metspalu, Craig E Pennell, Paul M Ridker, Harold Snieder, Thorkild I A Sørensen, Tim D Spector, David P Strachan, André G Uitterlinden, Nicholas J Wareham, Elisabeth Widén, Marek Zygmunt, Anna Murray, Douglas F Easton, Kari Stefansson, Joanne M Murabito, Ken K Ong.
Nature
PUBLISHED: 05-30-2014
Show Abstract
Hide Abstract
Age at menarche is a marker of timing of puberty in females. It varies widely between individuals, is a heritable trait and is associated with risks for obesity, type 2 diabetes, cardiovascular disease, breast cancer and all-cause mortality. Studies of rare human disorders of puberty and animal models point to a complex hypothalamic-pituitary-hormonal regulation, but the mechanisms that determine pubertal timing and underlie its links to disease risk remain unclear. Here, using genome-wide and custom-genotyping arrays in up to 182,416 women of European descent from 57 studies, we found robust evidence (P?
Related JoVE Video
The contribution of the functional IL6R polymorphism rs2228145, eQTLs and other genome-wide SNPs to the heritability of plasma sIL-6R levels.
Behav. Genet.
PUBLISHED: 04-03-2014
Show Abstract
Hide Abstract
The non-synonymous SNP rs2228145 in the IL6R gene on chromosome 1q21.3 is associated with a wide range of common diseases, including asthma, rheumatoid arthritis, type 1 diabetes and coronary heart disease. We examined the contribution of this functional IL6R gene polymorphism rs2228145 versus other genome-wide SNPs to the variance of sIL-6R levels in blood plasma in a large population-based sample (N ~5,000), and conducted an expression QTL analysis to identify SNPs associated with IL6R gene expression. Based on data from 2,360 twin families, the broad heritability of sIL-6R was estimated at 72 and 51% of the total variance was explained by the functional SNP rs2228145. Converging findings from GWAS, linkage, and GCTA analyses indicate that additional variance of sIL-6R levels can be explained by other variants in the IL6R region, including variants at the 3'-end of IL6R tagged by rs60760897 that are associated with IL6R RNA expression.
Related JoVE Video
Genome-wide association meta-analysis of human longevity identifies a novel locus conferring survival beyond 90 years of age.
Joris Deelen, Marian Beekman, Hae-Won Uh, Linda Broer, Kristin L Ayers, Qihua Tan, Yoichiro Kamatani, Anna M Bennet, Riin Tamm, Stella Trompet, Daníel F Guðbjartsson, Friederike Flachsbart, Giuseppina Rose, Alexander Viktorin, Krista Fischer, Marianne Nygaard, Heather J Cordell, Paolina Crocco, Erik B van den Akker, Stefan Böhringer, Quinta Helmer, Christopher P Nelson, Gary I Saunders, Maris Alver, Karen Andersen-Ranberg, Marie E Breen, Ruud van der Breggen, Amke Caliebe, Miriam Capri, Elisa Cevenini, Joanna C Collerton, Serena Dato, Karen Davies, Ian Ford, Jutta Gampe, Paolo Garagnani, Eco J C de Geus, Jennifer Harrow, Diana van Heemst, Bastiaan T Heijmans, Femke-Anouska Heinsen, Jouke-Jan Hottenga, Albert Hofman, Bernard Jeune, Palmi V Jonsson, Mark Lathrop, Doris Lechner, Carmen Martin-Ruiz, Susan E McNerlan, Evelin Mihailov, Alberto Montesanto, Simon P Mooijaart, Anne Murphy, Ellen A Nohr, Lavinia Paternoster, Iris Postmus, Fernando Rivadeneira, Owen A Ross, Stefano Salvioli, Naveed Sattar, Stefan Schreiber, Hreinn Stefansson, David J Stott, Henning Tiemeier, André G Uitterlinden, Rudi G J Westendorp, Gonneke Willemsen, Nilesh J Samani, Pilar Galán, Thorkild I A Sørensen, Dorret I Boomsma, J Wouter Jukema, Irene Maeve Rea, Giuseppe Passarino, Anton J M de Craen, Kaare Christensen, Almut Nebel, Kari Stefansson, Andres Metspalu, Patrik Magnusson, Hélène Blanché, Lene Christiansen, Thomas B L Kirkwood, Cornelia M van Duijn, Claudio Franceschi, Jeanine J Houwing-Duistermaat, P Eline Slagboom.
Hum. Mol. Genet.
PUBLISHED: 03-31-2014
Show Abstract
Hide Abstract
The genetic contribution to the variation in human lifespan is ? 25%. Despite the large number of identified disease-susceptibility loci, it is not known which loci influence population mortality. We performed a genome-wide association meta-analysis of 7729 long-lived individuals of European descent (? 85 years) and 16 121 younger controls (<65 years) followed by replication in an additional set of 13 060 long-lived individuals and 61 156 controls. In addition, we performed a subset analysis in cases aged ? 90 years. We observed genome-wide significant association with longevity, as reflected by survival to ages beyond 90 years, at a novel locus, rs2149954, on chromosome 5q33.3 (OR = 1.10, P = 1.74 × 10(-8)). We also confirmed association of rs4420638 on chromosome 19q13.32 (OR = 0.72, P = 3.40 × 10(-36)), representing the TOMM40/APOE/APOC1 locus. In a prospective meta-analysis (n = 34 103), the minor allele of rs2149954 (T) on chromosome 5q33.3 associates with increased survival (HR = 0.95, P = 0.003). This allele has previously been reported to associate with low blood pressure in middle age. Interestingly, the minor allele (T) associates with decreased cardiovascular mortality risk, independent of blood pressure. We report on the first GWAS-identified longevity locus on chromosome 5q33.3 influencing survival in the general European population. The minor allele of this locus associates with low blood pressure in middle age, although the contribution of this allele to survival may be less dependent on blood pressure. Hence, the pleiotropic mechanisms by which this intragenic variation contributes to lifespan regulation have to be elucidated.
Related JoVE Video
Explaining individual differences in alcohol intake in adults: evidence for genetic and cultural transmission?
J Stud Alcohol Drugs
PUBLISHED: 03-22-2014
Show Abstract
Hide Abstract
The current study aimed to describe what proportion of variation in adult alcohol intake is attributable to genetic differences among individuals and what proportion to differences in environmental experiences individuals have been exposed to. Effects of age, gender, spousal resemblance, and cultural transmission of alcohol intake from parents to offspring were taken into account.
Related JoVE Video
Harmonization of Neuroticism and Extraversion phenotypes across inventories and cohorts in the Genetics of Personality Consortium: an application of Item Response Theory.
Behav. Genet.
PUBLISHED: 03-20-2014
Show Abstract
Hide Abstract
Mega- or meta-analytic studies (e.g. genome-wide association studies) are increasingly used in behavior genetics. An issue in such studies is that phenotypes are often measured by different instruments across study cohorts, requiring harmonization of measures so that more powerful fixed effect meta-analyses can be employed. Within the Genetics of Personality Consortium, we demonstrate for two clinically relevant personality traits, Neuroticism and Extraversion, how Item-Response Theory (IRT) can be applied to map item data from different inventories to the same underlying constructs. Personality item data were analyzed in >160,000 individuals from 23 cohorts across Europe, USA and Australia in which Neuroticism and Extraversion were assessed by nine different personality inventories. Results showed that harmonization was very successful for most personality inventories and moderately successful for some. Neuroticism and Extraversion inventories were largely measurement invariant across cohorts, in particular when comparing cohorts from countries where the same language is spoken. The IRT-based scores for Neuroticism and Extraversion were heritable (48 and 49 %, respectively, based on a meta-analysis of six twin cohorts, total N = 29,496 and 29,501 twin pairs, respectively) with a significant part of the heritability due to non-additive genetic factors. For Extraversion, these genetic factors qualitatively differ across sexes. We showed that our IRT method can lead to a large increase in sample size and therefore statistical power. The IRT approach may be applied to any mega- or meta-analytic study in which item-based behavioral measures need to be harmonized.
Related JoVE Video
Heritability of cardiac vagal control in 24-h heart rate variability recordings: influence of ceiling effects at low heart rates.
Psychophysiology
PUBLISHED: 03-17-2014
Show Abstract
Hide Abstract
This study estimated the heritability of 24-h heart rate variability (HRV) measures, while considering ceiling effects on HRV at low heart rates during the night. HRV was indexed by the standard deviation of all valid interbeat intervals (SDNN), the root mean square of differences between valid, successive interbeat intervals (RMSSD), and peak-valley respiratory sinus arrhythmia (pvRSA). Sleep and waking levels of cardiac vagal control were assessed in 1,003 twins and 285 of their non-twin siblings. Comparable heritability estimates were found for SDNN (46%-53%), RMSSD (49%-54%), and pvRSA (48%-57%) during the day and night. A nighttime ceiling effect was revealed in 10.7% of participants by a quadratic relationship between mean pvRSA and the interbeat interval. Excluding these participants did not change the heritability estimates. The genetic factors influencing ambulatory pvRSA, RMSSD, and SDNN largely overlap. These results suggest that gene-finding studies may pool the different cardiac vagal indices and that exclusion of participants with low heart rates is not required.
Related JoVE Video
Heritability and genomics of gene expression in peripheral blood.
Nat. Genet.
PUBLISHED: 03-14-2014
Show Abstract
Hide Abstract
We assessed gene expression profiles in 2,752 twins, using a classic twin design to quantify expression heritability and quantitative trait loci (eQTLs) in peripheral blood. The most highly heritable genes (?777) were grouped into distinct expression clusters, enriched in gene-poor regions, associated with specific gene function or ontology classes, and strongly associated with disease designation. The design enabled a comparison of twin-based heritability to estimates based on dizygotic identity-by-descent sharing and distant genetic relatedness. Consideration of sampling variation suggests that previous heritability estimates have been upwardly biased. Genotyping of 2,494 twins enabled powerful identification of eQTLs, which we further examined in a replication set of 1,895 unrelated subjects. A large number of non-redundant local eQTLs (6,756) met replication criteria, whereas a relatively small number of distant eQTLs (165) met quality control and replication standards. Our results provide a new resource toward understanding the genetic control of transcription.
Related JoVE Video
The dopaminergic reward system and leisure time exercise behavior: a candidate allele study.
Biomed Res Int
PUBLISHED: 03-09-2014
Show Abstract
Hide Abstract
Twin studies provide evidence that genetic influences contribute strongly to individual differences in exercise behavior. We hypothesize that part of this heritability is explained by genetic variation in the dopaminergic reward system. Eight single nucleotide polymorphisms (SNPs in DRD1: rs265981, DRD2: rs6275, rs1800497, DRD3: rs6280, DRD4: rs1800955, DBH: rs1611115, rs2519152, and in COMT: rs4680) and three variable number of tandem repeats (VNTRs in DRD4, upstream of DRD5, and in DAT1) were investigated for an association with regular leisure time exercise behavior.
Related JoVE Video
Smoking During Adolescence as a Risk Factor for Attention Problems.
Biol. Psychiatry
PUBLISHED: 01-15-2014
Show Abstract
Hide Abstract
Cigarette smoking and attention-deficit/hyperactivity disorder (ADHD) are highly comorbid. One explanation is that individuals with ADHD use cigarettes as "self-medication" to alleviate their attention problems. However, animal studies reported that exposure to nicotine during adolescence influences the developing brain and negatively affects attention. This is the first human study exploring the effects of smoking during adolescence on attention problems.
Related JoVE Video
Polygenic risk scores for smoking: predictors for alcohol and cannabis use?
Addiction
PUBLISHED: 01-15-2014
Show Abstract
Hide Abstract
A strong correlation exists between smoking and the use of alcohol and cannabis. This paper uses polygenic risk scores to explore the possibility of overlapping genetic factors. Those scores reflect a combined effect of selected risk alleles for smoking.
Related JoVE Video
Sex differences in the human peripheral blood transcriptome.
BMC Genomics
PUBLISHED: 01-14-2014
Show Abstract
Hide Abstract
Genomes of men and women differ in only a limited number of genes located on the sex chromosomes, whereas the transcriptome is far more sex-specific. Identification of sex-biased gene expression will contribute to understanding the molecular basis of sex-differences in complex traits and common diseases.
Related JoVE Video
Identifying genetic variants for heart rate variability in the acetylcholine pathway.
PLoS ONE
PUBLISHED: 01-01-2014
Show Abstract
Hide Abstract
Heart rate variability is an important risk factor for cardiovascular disease and all-cause mortality. The acetylcholine pathway plays a key role in explaining heart rate variability in humans. We assessed whether 443 genotyped and imputed common genetic variants in eight key genes (CHAT, SLC18A3, SLC5A7, CHRNB4, CHRNA3, CHRNA, CHRM2 and ACHE) of the acetylcholine pathway were associated with variation in an established measure of heart rate variability reflecting parasympathetic control of the heart rhythm, the root mean square of successive differences (RMSSD) of normal RR intervals. The association was studied in a two stage design in individuals of European descent. First, analyses were performed in a discovery sample of four cohorts (n?=?3429, discovery stage). Second, findings were replicated in three independent cohorts (n?=?3311, replication stage), and finally the two stages were combined in a meta-analysis (n?=?6740). RMSSD data were obtained under resting conditions. After correction for multiple testing, none of the SNPs showed an association with RMSSD. In conclusion, no common genetic variants for heart rate variability were identified in the largest and most comprehensive candidate gene study on the acetylcholine pathway to date. Future gene finding efforts for RMSSD may want to focus on hypothesis free approaches such as the genome-wide association study.
Related JoVE Video
Telomere length in circulating leukocytes is associated with lung function and disease.
Eur. Respir. J.
PUBLISHED: 12-05-2013
Show Abstract
Hide Abstract
Several clinical studies suggest the involvement of premature aging processes in COPD. Using an epidemiological approach we studied whether accelerated aging indicated by telomere length, a marker of biological age, is associated with COPD and asthma, and whether intrinsic age-related processes contribute to the inter-individual variability of lung function.Our meta-analysis of 14 studies included 934 COPD cases with 15,846 controls defined according to GLI criteria (or 1,189 COPD cases according to GOLD), 2,834 asthma cases with 28,195 controls, and spirometric parameters (FEV1, FVC and FEV1/FVC) of 12,595 individuals. Associations with telomere length were tested by linear regression, adjusting for age, sex, and smoking status.We observed negative associations between telomere length and asthma (?=?-0.0452, p=0.024) as well as COPD (?=?-0.0982, p=0.001), with associations being stronger and more significant when using GLI in comparison to GOLD. In both diseases, effects were stronger in females compared to males. The investigation of spirometric indices showed positive associations between telomere length and FEV1 (p=1.07×10(-7)), FVC (p=2.07×10(-5)), and their ratio FEV1/FVC (p=5.27×10(-3)). The effect was somewhat weaker in apparently healthy subjects compared to COPD or asthma patients.Our results provide indirect evidence for the hypothesis that cellular senescence may contribute to the pathogenesis of COPD and asthma and that lung function may reflect biological aging primarily due to intrinsic processes which are likely to be aggravated in lung diseases.
Related JoVE Video
Aging as accelerated accumulation of somatic variants: whole-genome sequencing of centenarian and middle-aged monozygotic twin pairs.
Twin Res Hum Genet
PUBLISHED: 11-04-2013
Show Abstract
Hide Abstract
It has been postulated that aging is the consequence of an accelerated accumulation of somatic DNA mutations and that subsequent errors in the primary structure of proteins ultimately reach levels sufficient to affect organismal functions. The technical limitations of detecting somatic changes and the lack of insight about the minimum level of erroneous proteins to cause an error catastrophe hampered any firm conclusions on these theories. In this study, we sequenced the whole genome of DNA in whole blood of two pairs of monozygotic (MZ) twins, 40 and 100 years old, by two independent next-generation sequencing (NGS) platforms (Illumina and Complete Genomics). Potentially discordant single-base substitutions supported by both platforms were validated extensively by Sanger, Roche 454, and Ion Torrent sequencing. We demonstrate that the genomes of the two twin pairs are germ-line identical between co-twins, and that the genomes of the 100-year-old MZ twins are discerned by eight confirmed somatic single-base substitutions, five of which are within introns. Putative somatic variation between the 40-year-old twins was not confirmed in the validation phase. We conclude from this systematic effort that by using two independent NGS platforms, somatic single nucleotide substitutions can be detected, and that a century of life did not result in a large number of detectable somatic mutations in blood. The low number of somatic variants observed by using two NGS platforms might provide a framework for detecting disease-related somatic variants in phenotypically discordant MZ twins.
Related JoVE Video
Discovery and refinement of loci associated with lipid levels.
, Cristen J Willer, Ellen M Schmidt, Sebanti Sengupta, Gina M Peloso, Stefan Gustafsson, Stavroula Kanoni, Andrea Ganna, Jin Chen, Martin L Buchkovich, Samia Mora, Jacques S Beckmann, Jennifer L Bragg-Gresham, Hsing-Yi Chang, Ayse Demirkan, Heleen M den Hertog, Ron Do, Louise A Donnelly, Georg B Ehret, Tonu Esko, Mary F Feitosa, Teresa Ferreira, Krista Fischer, Pierre Fontanillas, Ross M Fraser, Daniel F Freitag, Deepti Gurdasani, Kauko Heikkilä, Elina Hyppönen, Aaron Isaacs, Anne U Jackson, Asa Johansson, Toby Johnson, Marika Kaakinen, Johannes Kettunen, Marcus E Kleber, Xiaohui Li, Jian'an Luan, Leo-Pekka Lyytikäinen, Patrik K E Magnusson, Massimo Mangino, Evelin Mihailov, May E Montasser, Martina Müller-Nurasyid, Ilja M Nolte, Jeffrey R O'Connell, Cameron D Palmer, Markus Perola, Ann-Kristin Petersen, Serena Sanna, Richa Saxena, Susan K Service, Sonia Shah, Dmitry Shungin, Carlo Sidore, Ci Song, Rona J Strawbridge, Ida Surakka, Toshiko Tanaka, Tanya M Teslovich, Gudmar Thorleifsson, Evita G van den Herik, Benjamin F Voight, Kelly A Volcik, Lindsay L Waite, Andrew Wong, Ying Wu, Weihua Zhang, Devin Absher, Gershim Asiki, Inês Barroso, Latonya F Been, Jennifer L Bolton, Lori L Bonnycastle, Paolo Brambilla, Mary S Burnett, Giancarlo Cesana, Maria Dimitriou, Alex S F Doney, Angela Döring, Paul Elliott, Stephen E Epstein, Gudmundur Ingi Eyjolfsson, Bruna Gigante, Mark O Goodarzi, Harald Grallert, Martha L Gravito, Christopher J Groves, Göran Hallmans, Anna-Liisa Hartikainen, Caroline Hayward, Dena Hernandez, Andrew A Hicks, Hilma Holm, Yi-Jen Hung, Thomas Illig, Michelle R Jones, Pontiano Kaleebu, John J P Kastelein, Kay-Tee Khaw, Eric Kim, Norman Klopp, Pirjo Komulainen, Meena Kumari, Claudia Langenberg, Terho Lehtimäki, Shih-Yi Lin, Jaana Lindström, Ruth J F Loos, François Mach, Wendy L McArdle, Christa Meisinger, Braxton D Mitchell, Gabrielle Müller, Ramaiah Nagaraja, Narisu Narisu, Tuomo V M Nieminen, Rebecca N Nsubuga, Isleifur Olafsson, Ken K Ong, Aarno Palotie, Theodore Papamarkou, Cristina Pomilla, Anneli Pouta, Daniel J Rader, Muredach P Reilly, Paul M Ridker, Fernando Rivadeneira, Igor Rudan, Aimo Ruokonen, Nilesh Samani, Hubert Scharnagl, Janet Seeley, Kaisa Silander, Alena Stančáková, Kathleen Stirrups, Amy J Swift, Laurence Tiret, André G Uitterlinden, L Joost van Pelt, Sailaja Vedantam, Nicholas Wainwright, Cisca Wijmenga, Sarah H Wild, Gonneke Willemsen, Tom Wilsgaard, James F Wilson, Elizabeth H Young, Jing Hua Zhao, Linda S Adair, Dominique Arveiler, Themistocles L Assimes, Stefania Bandinelli, Franklyn Bennett, Murielle Bochud, Bernhard O Boehm, Dorret I Boomsma, Ingrid B Borecki, Stefan R Bornstein, Pascal Bovet, Michel Burnier, Harry Campbell, Aravinda Chakravarti, John C Chambers, Yii-Der Ida Chen, Francis S Collins, Richard S Cooper, John Danesh, George Dedoussis, Ulf de Faire, Alan B Feranil, Jean Ferrières, Luigi Ferrucci, Nelson B Freimer, Christian Gieger, Leif C Groop, Vilmundur Gudnason, Ulf Gyllensten, Anders Hamsten, Tamara B Harris, Aroon Hingorani, Joel N Hirschhorn, Albert Hofman, G Kees Hovingh, Chao Agnes Hsiung, Steve E Humphries, Steven C Hunt, Kristian Hveem, Carlos Iribarren, Marjo-Riitta Järvelin, Antti Jula, Mika Kähönen, Jaakko Kaprio, Antero Kesäniemi, Mika Kivimäki, Jaspal S Kooner, Peter J Koudstaal, Ronald M Krauss, Diana Kuh, Johanna Kuusisto, Kirsten O Kyvik, Markku Laakso, Timo A Lakka, Lars Lind, Cecilia M Lindgren, Nicholas G Martin, Winfried März, Mark I McCarthy, Colin A McKenzie, Pierre Meneton, Andres Metspalu, Leena Moilanen, Andrew D Morris, Patricia B Munroe, Inger Njølstad, Nancy L Pedersen, Chris Power, Peter P Pramstaller, Jackie F Price, Bruce M Psaty, Thomas Quertermous, Rainer Rauramaa, Danish Saleheen, Veikko Salomaa, Dharambir K Sanghera, Jouko Saramies, Peter E H Schwarz, Wayne H-H Sheu, Alan R Shuldiner, Agneta Siegbahn, Tim D Spector, Kari Stefansson, David P Strachan, Bamidele O Tayo, Elena Tremoli, Jaakko Tuomilehto, Matti Uusitupa, Cornelia M van Duijn, Peter Vollenweider, Lars Wallentin, Nicholas J Wareham, John B Whitfield, Bruce H R Wolffenbuttel, José M Ordovás, Eric Boerwinkle, Colin N A Palmer, Unnur Thorsteinsdottir, Daniel I Chasman, Jerome I Rotter, Paul W Franks, Samuli Ripatti, L Adrienne Cupples, Manjinder S Sandhu, Stephen S Rich, Michael Boehnke, Panos Deloukas, Sekar Kathiresan, Karen L Mohlke, Erik Ingelsson, Gonçalo R Abecasis.
Nat. Genet.
PUBLISHED: 09-13-2013
Show Abstract
Hide Abstract
Levels of low-density lipoprotein (LDL) cholesterol, high-density lipoprotein (HDL) cholesterol, triglycerides and total cholesterol are heritable, modifiable risk factors for coronary artery disease. To identify new loci and refine known loci influencing these lipids, we examined 188,577 individuals using genome-wide and custom genotyping arrays. We identify and annotate 157 loci associated with lipid levels at P < 5 × 10(-8), including 62 loci not previously associated with lipid levels in humans. Using dense genotyping in individuals of European, East Asian, South Asian and African ancestry, we narrow association signals in 12 loci. We find that loci associated with blood lipid levels are often associated with cardiovascular and metabolic traits, including coronary artery disease, type 2 diabetes, blood pressure, waist-hip ratio and body mass index. Our results demonstrate the value of using genetic data from individuals of diverse ancestry and provide insights into the biological mechanisms regulating blood lipids to guide future genetic, biological and therapeutic research.
Related JoVE Video
Meta-analysis on blood transcriptomic studies identifies consistently coexpressed protein-protein interaction modules as robust markers of human aging.
Aging Cell
PUBLISHED: 09-06-2013
Show Abstract
Hide Abstract
The bodily decline that occurs with advancing age strongly impacts on the prospects for future health and life expectancy. Despite the profound role of age in disease etiology, knowledge about the molecular mechanisms driving the process of aging in humans is limited. Here, we used an integrative network-based approach for combining multiple large-scale expression studies in blood (2539 individuals) with protein-protein Interaction (PPI) data for the detection of consistently coexpressed PPI modules that may reflect key processes that change throughout the course of normative aging. Module detection followed by a meta-analysis on chronological age identified fifteen consistently coexpressed PPI modules associated with chronological age, including a highly significant module (P = 3.5 × 10(-38) ) enriched for T-cell activation marking age-associated shifts in lymphocyte blood cell counts (R(2)  = 0.603; P = 1.9 × 10(-10) ). Adjusting the analysis in the compendium for the T-cell activation module showed five consistently coexpressed PPI modules that robustly associated with chronological age and included modules enriched for Translational elongation, Cytolysis and DNA metabolic process. In an independent study of 3535 individuals, four of five modules consistently associated with chronological age, underpinning the robustness of the approach. We found three of five modules to be significantly enriched with aging-related genes, as defined by the GenAge database, and association with prospective survival at high ages for one of the modules including ASF1A. The hereby-detected age-associated and consistently coexpressed PPI modules therefore may provide a molecular basis for future research into mechanisms underlying human aging.
Related JoVE Video
Familial resemblance for serum metabolite concentrations.
Twin Res Hum Genet
PUBLISHED: 08-28-2013
Show Abstract
Hide Abstract
Metabolomics is the comprehensive study of metabolites, which are the substrates, intermediate, and end products of cellular metabolism. The heritability of the concentrations of circulating metabolites bears relevance for evaluating their suitability as biomarkers for disease. We report aspects of familial resemblance for the concentrations in human serum of more than 100 metabolites, measured using a targeted metabolomics platform. Age- and sex-corrected monozygotic twin correlations, midparent-offspring regression coefficients, and spouse correlations in subjects from two independent cohorts (Netherlands Twin Register and Leiden Longevity Study) were estimated for each metabolite. In the Netherlands Twin Register subjects, who were largely fasting, we found significant monozygotic twin correlations for 121 out of 123 metabolites. Heritability was confirmed by midparent-offspring regression. For most detected metabolites, the correlations between spouses were considerably lower than those between twins, indicating a contribution of genetic effects to familial resemblance. Remarkably high heritability was observed for free carnitine (monozygotic twin correlation 0.66), for the amino acids serine (monozygotic twin correlation 0.77) and threonine (monozygotic twin correlation 0.64), and for phosphatidylcholine acyl-alkyl C40:3 (monozygotic twin correlation 0.77). For octenoylcarnitine, a consistent point estimate of approximately 0.50 was found for the spouse correlations in the two cohorts as well as for the monozygotic twin correlation, suggesting that familiality for this metabolite is explained by shared environment. We conclude that for the majority of metabolites targeted by the used metabolomics platform, the familial resemblance of serum concentrations is largely genetic. Our results contribute to the knowledge of the heritability of fasting serum metabolite concentrations, which is relevant for biomarker research.
Related JoVE Video
Multiethnic meta-analysis of genome-wide association studies in >100 000 subjects identifies 23 fibrinogen-associated Loci but no strong evidence of a causal association between circulating fibrinogen and cardiovascular disease.
Maria Sabater-Lleal, Jie Huang, Daniel Chasman, Silvia Naitza, Abbas Dehghan, Andrew D Johnson, Alexander Teumer, Alex P Reiner, Lasse Folkersen, Saonli Basu, Alicja R Rudnicka, Stella Trompet, Anders Malarstig, Jens Baumert, Joshua C Bis, Xiuqing Guo, Jouke J Hottenga, So-Youn Shin, Lorna M Lopez, Jari Lahti, Toshiko Tanaka, Lisa R Yanek, Tiphaine Oudot-Mellakh, James F Wilson, Pau Navarro, Jennifer E Huffman, Tatijana Zemunik, Susan Redline, Reena Mehra, Drazen Pulanić, Igor Rudan, Alan F Wright, Ivana Kolčić, Ozren Polašek, Sarah H Wild, Harry Campbell, J David Curb, Robert Wallace, Simin Liu, Charles B Eaton, Diane M Becker, Lewis C Becker, Stefania Bandinelli, Katri Räikkönen, Elisabeth Widén, Aarno Palotie, Myriam Fornage, David Green, Myron Gross, Gail Davies, Sarah E Harris, David C Liewald, John M Starr, Frances M K Williams, Peter J Grant, Timothy D Spector, Rona J Strawbridge, Angela Silveira, Bengt Sennblad, Fernando Rivadeneira, André G Uitterlinden, Oscar H Franco, Albert Hofman, Jenny van Dongen, Gonneke Willemsen, Dorret I Boomsma, Jie Yao, Nancy Swords Jenny, Talin Haritunians, Barbara McKnight, Thomas Lumley, Kent D Taylor, Jerome I Rotter, Bruce M Psaty, Annette Peters, Christian Gieger, Thomas Illig, Anne Grotevendt, Georg Homuth, Henry Völzke, Thomas Kocher, Anuj Goel, Maria Grazia Franzosi, Udo Seedorf, Robert Clarke, Maristella Steri, Kirill V Tarasov, Serena Sanna, David Schlessinger, David J Stott, Naveed Sattar, Brendan M Buckley, Ann Rumley, Gordon D Lowe, Wendy L McArdle, Ming-Huei Chen, Geoffrey H Tofler, Jaejoon Song, Eric Boerwinkle, Aaron R Folsom, Lynda M Rose, Anders Franco-Cereceda, Martina Teichert, M Arfan Ikram, Thomas H Mosley, Steve Bevan, Martin Dichgans, Peter M Rothwell, Cathie L M Sudlow, Jemma C Hopewell, John C Chambers, Danish Saleheen, Jaspal S Kooner, John Danesh, Christopher P Nelson, Jeanette Erdmann, Muredach P Reilly, Sekar Kathiresan, Heribert Schunkert, Pierre-Emmanuel Morange, Luigi Ferrucci, Johan G Eriksson, David Jacobs, Ian J Deary, Nicole Soranzo, Jacqueline C M Witteman, Eco J C de Geus, Russell P Tracy, Caroline Hayward, Wolfgang Koenig, Francesco Cucca, J Wouter Jukema, Per Eriksson, Sudha Seshadri, Hugh S Markus, Hugh Watkins, Nilesh J Samani, , Henri Wallaschofski, Nicholas L Smith, David Tregouet, Paul M Ridker, Weihong Tang, David P Strachan, Anders Hamsten, Christopher J O'Donnell.
Circulation
PUBLISHED: 08-22-2013
Show Abstract
Hide Abstract
Estimates of the heritability of plasma fibrinogen concentration, an established predictor of cardiovascular disease, range from 34% to 50%. Genetic variants so far identified by genome-wide association studies explain only a small proportion (<2%) of its variation.
Related JoVE Video
Genetic architecture of the pro-inflammatory state in an extended twin-family design.
Twin Res Hum Genet
PUBLISHED: 08-16-2013
Show Abstract
Hide Abstract
In this study we examined the genetic architecture of variation in the pro-inflammatory state, using an extended twin-family design. Within the Netherlands Twin Register Biobank, fasting Tumor Necrosis Factor-? (TNF-?), Interleukin-6 (IL-6), C-Reactive Protein (CRP), and fibrinogen levels were available for 3,534 twins, 1,568 of their non-twin siblings, and 2,227 parents from 3,095 families. Heritability analyses took into account the effects of current and recent illness, anti-inflammatory medication, female sex hormone status, age, sex, body mass index, smoking status, month of data collection, and batch processing. Moderate broad-sense heritability was found for all inflammatory parameters (39%, 21%, 45%, and 46% for TNF-?, IL-6, CRP and fibrinogen, respectively). For all parameters, the remaining variance was explained by unique environmental influences and not by environment shared by family members. There was no resemblance between spouses for any of the inflammatory parameters, except for fibrinogen. Also, there was no evidence for twin-specific effects. A considerable part of genetic variation was explained by non-additive genetic effects for TNF-?, CRP, and fibrinogen. For IL-6, all genetic variance was additive. This study may have implications for future genome-wide association studies by setting a clear numerical target for genome-wide screens that aim to find genetic variants regulating the levels of these pro-inflammatory markers.
Related JoVE Video
Inference of the genetic architecture underlying BMI and height with the use of 20,240 sibling pairs.
Am. J. Hum. Genet.
PUBLISHED: 08-07-2013
Show Abstract
Hide Abstract
Evidence that complex traits are highly polygenic has been presented by population-based genome-wide association studies (GWASs) through the identification of many significant variants, as well as by family-based de novo sequencing studies indicating that several traits have a large mutational target size. Here, using a third study design, we show results consistent with extreme polygenicity for body mass index (BMI) and height. On a sample of 20,240 siblings (from 9,570 nuclear families), we used a within-family method to obtain narrow-sense heritability estimates of 0.42 (SE = 0.17, p = 0.01) and 0.69 (SE = 0.14, p = 6 × 10(-)(7)) for BMI and height, respectively, after adjusting for covariates. The genomic inflation factors from locus-specific linkage analysis were 1.69 (SE = 0.21, p = 0.04) for BMI and 2.18 (SE = 0.21, p = 2 × 10(-10)) for height. This inflation is free of confounding and congruent with polygenicity, consistent with observations of ever-increasing genomic-inflation factors from GWASs with large sample sizes, implying that those signals are due to true genetic signals across the genome rather than population stratification. We also demonstrate that the distribution of the observed test statistics is consistent with both rare and common variants underlying a polygenic architecture and that previous reports of linkage signals in complex traits are probably a consequence of polygenic architecture rather than the segregation of variants with large effects. The convergent empirical evidence from GWASs, de novo studies, and within-family segregation implies that family-based sequencing studies for complex traits require very large sample sizes because the effects of causal variants are small on average.
Related JoVE Video
Heritability of metabolic syndrome traits in a large population-based sample.
J. Lipid Res.
PUBLISHED: 08-05-2013
Show Abstract
Hide Abstract
Heritability estimates of metabolic syndrome traits vary widely across studies. Some studies have suggested that the contribution of genes may vary with age or sex. We estimated the heritability of 11 metabolic syndrome-related traits and height as a function of age and sex in a large population-based sample of twin families (N = 2,792-27,021, for different traits). A moderate-to-high heritability was found for all traits [from H(2) = 0.47 (insulin) to H(2) = 0.78 (BMI)]. The broad-sense heritability (H(2)) showed little variation between age groups in women; it differed somewhat more in men (e.g., for glucose, H(2) = 0.61 in young females, H(2) = 0.56 in older females, H(2) = 0.64 in young males, and H(2)= 0.27 in older males). While nonadditive genetic effects explained little variation in the younger subjects, nonadditive genetic effects became more important at a greater age. Our findings show that in an unselected sample (age range, ~18-98 years), the genetic contribution to individual differences in metabolic syndrome traits is moderate to large in both sexes and across age. Although the prevalence of the metabolic syndrome has greatly increased in the past decades due to lifestyle changes, our study indicates that most of the variation in metabolic syndrome traits between individuals is due to genetic differences.
Related JoVE Video
[Multiple births in the Netherlands].
Ned Tijdschr Geneeskd
PUBLISHED: 07-30-2013
Show Abstract
Hide Abstract
In the Netherlands, between 2005 and 2011 the twin birth rate decreased from 18.6 to 15.9 per 1000 deliveries. The rise in the number of twin births in the 1980s and 1990 s is not only the consequence of a increase in the number dizygotic twins, but also of a small increase in the number of monozygotic twins. On IVF treatment single embryo transfer is increasingly taking place. This has led to a reduction of dizygotic twins but this does not prevent the development of monozygotic twins. In total, the number of twin pregnancies after IVF treatment has decreased from 803 in 2003 (21.7% of all pregnancies following IVF treatment) to 381 (8.5%) in 2011. Despite the big decline in the perinatal mortality rate over recent years, the risk of still birth or infant death clearly remains much higher in pregnancies with multiples than with singletons. The average gestational age of both monozygotic and dizygotic twins has decreased.
Related JoVE Video
Genetic risk score analysis indicates migraine with and without comorbid depression are genetically different disorders.
Hum. Genet.
PUBLISHED: 07-19-2013
Show Abstract
Hide Abstract
Migraine and major depressive disorder (MDD) are comorbid, moderately heritable and to some extent influenced by the same genes. In a previous paper, we suggested the possibility of causality (one trait causing the other) underlying this comorbidity. We present a new application of polygenic (genetic risk) score analysis to investigate the mechanisms underlying the genetic overlap of migraine and MDD. Genetic risk scores were constructed based on data from two discovery samples in which genome-wide association analyses (GWA) were performed for migraine and MDD, respectively. The Australian Twin Migraine GWA study (N = 6,350) included 2,825 migraine cases and 3,525 controls, 805 of whom met the diagnostic criteria for MDD. The RADIANT GWA study (N = 3,230) included 1,636 MDD cases and 1,594 controls. Genetic risk scores for migraine and for MDD were used to predict pure and comorbid forms of migraine and MDD in an independent Dutch target sample (NTR-NESDA, N = 2,966), which included 1,476 MDD cases and 1,058 migraine cases (723 of these individuals had both disorders concurrently). The observed patterns of prediction suggest that the pure forms of migraine and MDD are genetically distinct disorders. The subgroup of individuals with comorbid MDD and migraine were genetically most similar to MDD patients. These results indicate that in at least a subset of migraine patients with MDD, migraine may be a symptom or consequence of MDD.
Related JoVE Video
Association between autozygosity and major depression: stratification due to religious assortment.
Behav. Genet.
PUBLISHED: 06-16-2013
Show Abstract
Hide Abstract
The effects of inbreeding on the health of offspring can be studied by measuring genome-wide autozygosity as the proportion of the genome in runs of homozygosity (F roh) and relate F roh to outcomes such as psychiatric phenotypes. To successfully conduct these studies, the main patterns of variation for genome-wide autozygosity between and within populations should be well understood and accounted for. Within population variation was investigated in the Dutch population by comparing autozygosity between religious and non-religious groups. The Netherlands have a history of societal segregation and assortment based on religious affiliation, which may have increased parental relatedness within religious groups. Religion has been associated with several psychiatric phenotypes, such as major depressive disorder (MDD). We investigated whether there is an association between autozygosity and MDD, and the extent to which this association can be explained by religious affiliation. All F roh analyses included adjustment for ancestry-informative principal components (PCs) and geographic factors. Religious affiliation was significantly associated with autozygosity, showing that F roh has the ability to capture within population differences that are not captured by ancestry-informative PCs or geographic factors. The non-religious group had significantly lower F roh values and significantly more MDD cases, leading to a nominally significant negative association between autozygosity and depression. After accounting for religious affiliation, MDD was not associated with F roh, indicating that the relation between MDD and inbreeding was due to stratification. This study shows how past religious assortment and recent secularization can have genetic consequences in a relatively small country. This warrants accounting for the historical social context and its effects on genetic variation in association studies on psychiatric and other related traits.
Related JoVE Video
Exposure to secondhand smoke and depression and anxiety: a report from two studies in the Netherlands.
J Psychosom Res
PUBLISHED: 06-11-2013
Show Abstract
Hide Abstract
Previous population-based studies suggest that exposure to secondhand smoke (SHS) is related to increased depressive symptoms and poor mental health among non-smokers. We examined whether these associations could be replicated in two independent Dutch samples.
Related JoVE Video
The role of adiposity in cardiometabolic traits: a mendelian randomization analysis.
Tove Fall, Sara Hägg, Reedik Mägi, Alexander Ploner, Krista Fischer, Momoko Horikoshi, Antti-Pekka Sarin, Gudmar Thorleifsson, Claes Ladenvall, Mart Kals, Maris Kuningas, Harmen H M Draisma, Janina S Ried, Natalie R Van Zuydam, Ville Huikari, Massimo Mangino, Emily Sonestedt, Beben Benyamin, Christopher P Nelson, Natalia V Rivera, Kati Kristiansson, Huei-Yi Shen, Aki S Havulinna, Abbas Dehghan, Louise A Donnelly, Marika Kaakinen, Marja-Liisa Nuotio, Neil Robertson, Renée F A G de Bruijn, M Arfan Ikram, Najaf Amin, Anthony J Balmforth, Peter S Braund, Alexander S F Doney, Angela Döring, Paul Elliott, Tonu Esko, Oscar H Franco, Solveig Gretarsdottir, Anna-Liisa Hartikainen, Kauko Heikkilä, Karl-Heinz Herzig, Hilma Holm, Jouke Jan Hottenga, Elina Hyppönen, Thomas Illig, Aaron Isaacs, Bo Isomaa, Lennart C Karssen, Johannes Kettunen, Wolfgang Koenig, Kari Kuulasmaa, Tiina Laatikainen, Jaana Laitinen, Cecilia Lindgren, Valeriya Lyssenko, Esa Läärä, Nigel W Rayner, Satu Mannisto, Anneli Pouta, Wolfgang Rathmann, Fernando Rivadeneira, Aimo Ruokonen, Markku J Savolainen, Eric J G Sijbrands, Kerrin S Small, Jan H Smit, Valgerdur Steinthorsdottir, Ann-Christine Syvänen, Anja Taanila, Martin D Tobin, André G Uitterlinden, Sara M Willems, Gonneke Willemsen, Jacqueline Witteman, Markus Perola, Alun Evans, Jean Ferrières, Jarmo Virtamo, Frank Kee, David-Alexandre Trégouët, Dominique Arveiler, Philippe Amouyel, Marco M Ferrario, Paolo Brambilla, Alistair S Hall, Andrew C Heath, Pamela A F Madden, Nicholas G Martin, Grant W Montgomery, John B Whitfield, Antti Jula, Paul Knekt, Ben Oostra, Cornelia M van Duijn, Brenda W J H Penninx, George Davey Smith, Jaakko Kaprio, Nilesh J Samani, Christian Gieger, Annette Peters, H Erich Wichmann, Dorret I Boomsma, Eco J C de Geus, Tiinamaija Tuomi, Chris Power, Christopher J Hammond, Tim D Spector, Lars Lind, Marju Orho-Melander, Colin Neil Alexander Palmer, Andrew D Morris, Leif Groop, Marjo-Riitta Järvelin, Veikko Salomaa, Erkki Vartiainen, Albert Hofman, Samuli Ripatti, Andres Metspalu, Unnur Thorsteinsdottir, Kari Stefansson, Nancy L Pedersen, Mark I McCarthy, Erik Ingelsson, Inga Prokopenko, .
PLoS Med.
PUBLISHED: 06-01-2013
Show Abstract
Hide Abstract
The association between adiposity and cardiometabolic traits is well known from epidemiological studies. Whilst the causal relationship is clear for some of these traits, for others it is not. We aimed to determine whether adiposity is causally related to various cardiometabolic traits using the Mendelian randomization approach.
Related JoVE Video
DeepSAGE reveals genetic variants associated with alternative polyadenylation and expression of coding and non-coding transcripts.
PLoS Genet.
PUBLISHED: 06-01-2013
Show Abstract
Hide Abstract
Many disease-associated variants affect gene expression levels (expression quantitative trait loci, eQTLs) and expression profiling using next generation sequencing (NGS) technology is a powerful way to detect these eQTLs. We analyzed 94 total blood samples from healthy volunteers with DeepSAGE to gain specific insight into how genetic variants affect the expression of genes and lengths of 3-untranslated regions (3-UTRs). We detected previously unknown cis-eQTL effects for GWAS hits in disease- and physiology-associated traits. Apart from cis-eQTLs that are typically easily identifiable using microarrays or RNA-sequencing, DeepSAGE also revealed many cis-eQTLs for antisense and other non-coding transcripts, often in genomic regions containing retrotransposon-derived elements. We also identified and confirmed SNPs that affect the usage of alternative polyadenylation sites, thereby potentially influencing the stability of messenger RNAs (mRNA). We then combined the power of RNA-sequencing with DeepSAGE by performing a meta-analysis of three datasets, leading to the identification of many more cis-eQTLs. Our results indicate that DeepSAGE data is useful for eQTL mapping of known and unknown transcripts, and for identifying SNPs that affect alternative polyadenylation. Because of the inherent differences between DeepSAGE and RNA-sequencing, our complementary, integrative approach leads to greater insight into the molecular consequences of many disease-associated variants.
Related JoVE Video
GWAS of 126,559 individuals identifies genetic variants associated with educational attainment.
Cornelius A Rietveld, Sarah E Medland, Jaime Derringer, Jian Yang, Tonu Esko, Nicolas W Martin, Harm-Jan Westra, Konstantin Shakhbazov, Abdel Abdellaoui, Arpana Agrawal, Eva Albrecht, Behrooz Z Alizadeh, Najaf Amin, John Barnard, Sebastian E Baumeister, Kelly S Benke, Lawrence F Bielak, Jeffrey A Boatman, Patricia A Boyle, Gail Davies, Christiaan de Leeuw, Niina Eklund, Daniel S Evans, Rudolf Ferhmann, Krista Fischer, Christian Gieger, Håkon K Gjessing, Sara Hägg, Jennifer R Harris, Caroline Hayward, Christina Holzapfel, Carla A Ibrahim-Verbaas, Erik Ingelsson, Bo Jacobsson, Peter K Joshi, Astanand Jugessur, Marika Kaakinen, Stavroula Kanoni, Juha Karjalainen, Ivana Kolčić, Kati Kristiansson, Zoltan Kutalik, Jari Lahti, Sang H Lee, Peng Lin, Penelope A Lind, Yongmei Liu, Kurt Lohman, Marisa Loitfelder, George McMahon, Pedro Marques Vidal, Osorio Meirelles, Lili Milani, Ronny Myhre, Marja-Liisa Nuotio, Christopher J Oldmeadow, Katja E Petrovic, Wouter J Peyrot, Ozren Polašek, Lydia Quaye, Eva Reinmaa, John P Rice, Thais S Rizzi, Helena Schmidt, Reinhold Schmidt, Albert V Smith, Jennifer A Smith, Toshiko Tanaka, Antonio Terracciano, Matthijs J H M van der Loos, Veronique Vitart, Henry Völzke, Jürgen Wellmann, Lei Yu, Wei Zhao, Jüri Allik, John R Attia, Stefania Bandinelli, François Bastardot, Jonathan Beauchamp, David A Bennett, Klaus Berger, Laura J Bierut, Dorret I Boomsma, Ute Bültmann, Harry Campbell, Christopher F Chabris, Lynn Cherkas, Mina K Chung, Francesco Cucca, Mariza de Andrade, Philip L De Jager, Jan-Emmanuel De Neve, Ian J Deary, George V Dedoussis, Panos Deloukas, Maria Dimitriou, Guðný Eiríksdóttir, Martin F Elderson, Johan G Eriksson, David M Evans, Jessica D Faul, Luigi Ferrucci, Melissa E Garcia, Henrik Grönberg, Vilmundur Guðnason, Per Hall, Juliette M Harris, Tamara B Harris, Nicholas D Hastie, Andrew C Heath, Dena G Hernandez, Wolfgang Hoffmann, Adriaan Hofman, Rolf Holle, Elizabeth G Holliday, Jouke-Jan Hottenga, William G Iacono, Thomas Illig, Marjo-Riitta Järvelin, Mika Kähönen, Jaakko Kaprio, Robert M Kirkpatrick, Matthew Kowgier, Antti Latvala, Lenore J Launer, Debbie A Lawlor, Terho Lehtimäki, Jingmei Li, Paul Lichtenstein, Peter Lichtner, David C Liewald, Pamela A Madden, Patrik K E Magnusson, Tomi E Mäkinen, Marco Masala, Matt McGue, Andres Metspalu, Andreas Mielck, Michael B Miller, Grant W Montgomery, Sutapa Mukherjee, Dale R Nyholt, Ben A Oostra, Lyle J Palmer, Aarno Palotie, Brenda W J H Penninx, Markus Perola, Patricia A Peyser, Martin Preisig, Katri Räikkönen, Olli T Raitakari, Anu Realo, Susan M Ring, Samuli Ripatti, Fernando Rivadeneira, Igor Rudan, Aldo Rustichini, Veikko Salomaa, Antti-Pekka Sarin, David Schlessinger, Rodney J Scott, Harold Snieder, Beate St Pourcain, John M Starr, Jae Hoon Sul, Ida Surakka, Rauli Svento, Alexander Teumer, , Henning Tiemeier, Frank J A van Rooij, David R Van Wagoner, Erkki Vartiainen, Jorma Viikari, Peter Vollenweider, Judith M Vonk, Gérard Waeber, David R Weir, H-Erich Wichmann, Elisabeth Widén, Gonneke Willemsen, James F Wilson, Alan F Wright, Dalton Conley, George Davey-Smith, Lude Franke, Patrick J F Groenen, Albert Hofman, Magnus Johannesson, Sharon L R Kardia, Robert F Krueger, David Laibson, Nicholas G Martin, Michelle N Meyer, Danielle Posthuma, A Roy Thurik, Nicholas J Timpson, André G Uitterlinden, Cornelia M van Duijn, Peter M Visscher, Daniel J Benjamin, David Cesarini, Philipp D Koellinger.
Science
PUBLISHED: 05-30-2013
Show Abstract
Hide Abstract
A genome-wide association study (GWAS) of educational attainment was conducted in a discovery sample of 101,069 individuals and a replication sample of 25,490. Three independent single-nucleotide polymorphisms (SNPs) are genome-wide significant (rs9320913, rs11584700, rs4851266), and all three replicate. Estimated effects sizes are small (coefficient of determination R(2) ? 0.02%), approximately 1 month of schooling per allele. A linear polygenic score from all measured SNPs accounts for ?2% of the variance in both educational attainment and cognitive function. Genes in the region of the loci have previously been associated with health, cognitive, and central nervous system phenotypes, and bioinformatics analyses suggest the involvement of the anterior caudate nucleus. These findings provide promising candidate SNPs for follow-up work, and our effect size estimates can anchor power analyses in social-science genetics.
Related JoVE Video
The CTRB1/2 locus affects diabetes susceptibility and treatment via the incretin pathway.
Diabetes
PUBLISHED: 05-14-2013
Show Abstract
Hide Abstract
The incretin hormone glucagon-like peptide 1 (GLP-1) promotes glucose homeostasis and enhances ?-cell function. GLP-1 receptor agonists (GLP-1 RAs) and dipeptidyl peptidase-4 (DPP-4) inhibitors, which inhibit the physiological inactivation of endogenous GLP-1, are used for the treatment of type 2 diabetes. Using the Metabochip, we identified three novel genetic loci with large effects (30-40%) on GLP-1-stimulated insulin secretion during hyperglycemic clamps in nondiabetic Caucasian individuals (TMEM114; CHST3 and CTRB1/2; n = 232; all P ? 8.8 × 10(-7)). rs7202877 near CTRB1/2, a known diabetes risk locus, also associated with an absolute 0.51 ± 0.16% (5.6 ± 1.7 mmol/mol) lower A1C response to DPP-4 inhibitor treatment in G-allele carriers, but there was no effect on GLP-1 RA treatment in type 2 diabetic patients (n = 527). Furthermore, in pancreatic tissue, we show that rs7202877 acts as expression quantitative trait locus for CTRB1 and CTRB2, encoding chymotrypsinogen, and increases fecal chymotrypsin activity in healthy carriers. Chymotrypsin is one of the most abundant digestive enzymes in the gut where it cleaves food proteins into smaller peptide fragments. Our data identify chymotrypsin in the regulation of the incretin pathway, development of diabetes, and response to DPP-4 inhibitor treatment.
Related JoVE Video
The genetic architecture of liver enzyme levels: GGT, ALT and AST.
Behav. Genet.
PUBLISHED: 04-04-2013
Show Abstract
Hide Abstract
High levels of liver enzymes GGT, ALT and AST are predictive of disease and all-cause mortality and can reflect liver injury, fatty liver and/or oxidative stress. Variation in GGT, ALT and AST levels is heritable. Moderation of the heritability of these liver enzymes by age and sex has not often been explored, and it is not clear to what extent non-additive genetic and shared environmental factors may play a role. To examine the genetic architecture of GGT, ALT and AST, plasma levels were assessed in a large sample of twins, their siblings, parents and spouses (N = 8,371; age range 18-90). For GGT and ALT, but not for AST, genetic structural equation modeling showed evidence for quantitative sex differences in the genetic architecture. There was no evidence for qualitative sex differences, i.e. the same genes were expressed in males and females. Both additive and non-additive genetic factors were important for GGT in females (total heritability h(2) 60 %) and AST in both sexes (total h(2) 43 %). The heritability of GGT in males and ALT for both sexes was due to additive effects only (GGT males 30 %; ALT males 40 %, females 22 %). Evidence emerged for shared environmental factors influencing GGT in the male offspring generation (variance explained 28 %). Thus, the same genes influence liver enzyme levels across sex and age, but their relative contribution to the variation in GGT and ALT differs in males and females and for GGT across age. Given adequate sample sizes these results suggest that genome-wide association studies may result in the detection of new susceptibility loci for liver enzyme levels when pooling results over sex and age.
Related JoVE Video
Association of adiposity genetic variants with menarche timing in 92,105 women of European descent.
Am. J. Epidemiol.
PUBLISHED: 04-04-2013
Show Abstract
Hide Abstract
Obesity is of global health concern. There are well-described inverse relationships between female pubertal timing and obesity. Recent genome-wide association studies of age at menarche identified several obesity-related variants. Using data from the ReproGen Consortium, we employed meta-analytical techniques to estimate the associations of 95 a priori and recently identified obesity-related (body mass index (weight (kg)/height (m)(2)), waist circumference, and waist:hip ratio) single-nucleotide polymorphisms (SNPs) with age at menarche in 92,116 women of European descent from 38 studies (1970-2010), in order to estimate associations between genetic variants associated with central or overall adiposity and pubertal timing in girls. Investigators in each study performed a separate analysis of associations between the selected SNPs and age at menarche (ages 9-17 years) using linear regression models and adjusting for birth year, site (as appropriate), and population stratification. Heterogeneity of effect-measure estimates was investigated using meta-regression. Six novel associations of body mass index loci with age at menarche were identified, and 11 adiposity loci previously reported to be associated with age at menarche were confirmed, but none of the central adiposity variants individually showed significant associations. These findings suggest complex genetic relationships between menarche and overall obesity, and to a lesser extent central obesity, in normal processes of growth and development.
Related JoVE Video
Identification of seven loci affecting mean telomere length and their association with disease.
Veryan Codd, Christopher P Nelson, Eva Albrecht, Massimo Mangino, Joris Deelen, Jessica L Buxton, Jouke Jan Hottenga, Krista Fischer, Tonu Esko, Ida Surakka, Linda Broer, Dale R Nyholt, Irene Mateo Leach, Perttu Salo, Sara Hägg, Mary K Matthews, Jutta Palmen, Giuseppe D Norata, Paul F O'Reilly, Danish Saleheen, Najaf Amin, Anthony J Balmforth, Marian Beekman, Rudolf A de Boer, Stefan Böhringer, Peter S Braund, Paul R Burton, Anton J M de Craen, Matthew Denniff, Yanbin Dong, Konstantinos Douroudis, Elena Dubinina, Johan G Eriksson, Katia Garlaschelli, Dehuang Guo, Anna-Liisa Hartikainen, Anjali K Henders, Jeanine J Houwing-Duistermaat, Laura Kananen, Lennart C Karssen, Johannes Kettunen, Norman Klopp, Vasiliki Lagou, Elisabeth M van Leeuwen, Pamela A Madden, Reedik Mägi, Patrik K E Magnusson, Satu Mannisto, Mark I McCarthy, Sarah E Medland, Evelin Mihailov, Grant W Montgomery, Ben A Oostra, Aarno Palotie, Annette Peters, Helen Pollard, Anneli Pouta, Inga Prokopenko, Samuli Ripatti, Veikko Salomaa, H Eka D Suchiman, Ana M Valdes, Niek Verweij, Ana Viñuela, Xiaoling Wang, H-Erich Wichmann, Elisabeth Widén, Gonneke Willemsen, Margaret J Wright, Kai Xia, Xiangjun Xiao, Dirk J van Veldhuisen, Alberico L Catapano, Martin D Tobin, Alistair S Hall, Alexandra I F Blakemore, Wiek H van Gilst, Haidong Zhu, Cardiogram Consortium, Jeanette Erdmann, Muredach P Reilly, Sekar Kathiresan, Heribert Schunkert, Philippa J Talmud, Nancy L Pedersen, Markus Perola, Willem Ouwehand, Jaakko Kaprio, Nicholas G Martin, Cornelia M van Duijn, Iiris Hovatta, Christian Gieger, Andres Metspalu, Dorret I Boomsma, Marjo-Riitta Järvelin, P Eline Slagboom, John R Thompson, Tim D Spector, Pim van der Harst, Nilesh J Samani.
Nat. Genet.
PUBLISHED: 03-29-2013
Show Abstract
Hide Abstract
Interindividual variation in mean leukocyte telomere length (LTL) is associated with cancer and several age-associated diseases. We report here a genome-wide meta-analysis of 37,684 individuals with replication of selected variants in an additional 10,739 individuals. We identified seven loci, including five new loci, associated with mean LTL (P < 5 × 10(-8)). Five of the loci contain candidate genes (TERC, TERT, NAF1, OBFC1 and RTEL1) that are known to be involved in telomere biology. Lead SNPs at two loci (TERC and TERT) associate with several cancers and other diseases, including idiopathic pulmonary fibrosis. Moreover, a genetic risk score analysis combining lead variants at all 7 loci in 22,233 coronary artery disease cases and 64,762 controls showed an association of the alleles associated with shorter LTL with increased risk of coronary artery disease (21% (95% confidence interval, 5-35%) per standard deviation in LTL, P = 0.014). Our findings support a causal role of telomere-length variation in some age-related diseases.
Related JoVE Video
The association of alcohol intake with gamma-glutamyl transferase (GGT) levels: Evidence for correlated genetic effects.
Drug Alcohol Depend
PUBLISHED: 03-26-2013
Show Abstract
Hide Abstract
Blood levels of gamma-glutamyl transferase (GGT) are used as a marker for (heavy) alcohol use. The role of GGT in the anti-oxidant defense mechanism that is part of normal metabolism supposes a causal effect of alcohol intake on GGT. However, there is variability in the response of GGT to alcohol use, which may result from genetic differences between individuals. This study aimed to determine whether the epidemiological association between alcohol intake and GGT at the population level is necessarily a causal one or may also reflect effects of genetic pleiotropy (genes influencing multiple traits).
Related JoVE Video
Identification of heart rate-associated loci and their effects on cardiac conduction and rhythm disorders.
Marcel den Hoed, Mark Eijgelsheim, Tonu Esko, Bianca J J M Brundel, David S Peal, David M Evans, Ilja M Nolte, Ayellet V Segrè, Hilma Holm, Robert E Handsaker, Harm-Jan Westra, Toby Johnson, Aaron Isaacs, Jian Yang, Alicia Lundby, Jing Hua Zhao, Young Jin Kim, Min Jin Go, Peter Almgren, Murielle Bochud, Gabrielle Boucher, Marilyn C Cornelis, Daniel Gudbjartsson, David Hadley, Pim van der Harst, Caroline Hayward, Martin den Heijer, Wilmar Igl, Anne U Jackson, Zoltan Kutalik, Jian'an Luan, John P Kemp, Kati Kristiansson, Claes Ladenvall, Mattias Lorentzon, May E Montasser, Omer T Njajou, Paul F O'Reilly, Sandosh Padmanabhan, Beate St Pourcain, Tuomo Rankinen, Perttu Salo, Toshiko Tanaka, Nicholas J Timpson, Veronique Vitart, Lindsay Waite, William Wheeler, Weihua Zhang, Harmen H M Draisma, Mary F Feitosa, Kathleen F Kerr, Penelope A Lind, Evelin Mihailov, N Charlotte Onland-Moret, Ci Song, Michael N Weedon, Weijia Xie, Loïc Yengo, Devin Absher, Christine M Albert, Alvaro Alonso, Dan E Arking, Paul I W de Bakker, Beverley Balkau, Cristina Barlassina, Paola Benaglio, Joshua C Bis, Nabila Bouatia-Naji, Søren Brage, Stephen J Chanock, Peter S Chines, Mina Chung, Dawood Darbar, Christian Dina, Marcus Dörr, Paul Elliott, Stephan B Felix, Krista Fischer, Christian Fuchsberger, Eco J C de Geus, Philippe Goyette, Vilmundur Gudnason, Tamara B Harris, Anna-Liisa Hartikainen, Aki S Havulinna, Susan R Heckbert, Andrew A Hicks, Albert Hofman, Suzanne Holewijn, Femke Hoogstra-Berends, Jouke-Jan Hottenga, Majken K Jensen, Asa Johansson, Juhani Junttila, Stefan Kääb, Bart Kanon, Shamika Ketkar, Kay-Tee Khaw, Joshua W Knowles, Angrad S Kooner, Jan A Kors, Meena Kumari, Lili Milani, Päivi Laiho, Edward G Lakatta, Claudia Langenberg, Maarten Leusink, Yongmei Liu, Robert N Luben, Kathryn L Lunetta, Stacey N Lynch, Marcello R P Markus, Pedro Marques-Vidal, Irene Mateo Leach, Wendy L McArdle, Steven A McCarroll, Sarah E Medland, Kathryn A Miller, Grant W Montgomery, Alanna C Morrison, Martina Müller-Nurasyid, Pau Navarro, Mari Nelis, Jeffrey R O'Connell, Christopher J O'Donnell, Ken K Ong, Anne B Newman, Annette Peters, Ozren Polašek, Anneli Pouta, Peter P Pramstaller, Bruce M Psaty, Dabeeru C Rao, Susan M Ring, Elizabeth J Rossin, Diana Rudan, Serena Sanna, Robert A Scott, Jaban S Sehmi, Stephen Sharp, Jordan T Shin, Andrew B Singleton, Albert V Smith, Nicole Soranzo, Tim D Spector, Chip Stewart, Heather M Stringham, Kirill V Tarasov, André G Uitterlinden, Liesbeth Vandenput, Shih-Jen Hwang, John B Whitfield, Cisca Wijmenga, Sarah H Wild, Gonneke Willemsen, James F Wilson, Jacqueline C M Witteman, Andrew Wong, Quenna Wong, Yalda Jamshidi, Paavo Zitting, Jolanda M A Boer, Dorret I Boomsma, Ingrid B Borecki, Cornelia M van Duijn, Ulf Ekelund, Nita G Forouhi, Philippe Froguel, Aroon Hingorani, Erik Ingelsson, Mika Kivimäki, Richard A Kronmal, Diana Kuh, Lars Lind, Nicholas G Martin, Ben A Oostra, Nancy L Pedersen, Thomas Quertermous, Jerome I Rotter, Yvonne T van der Schouw, W M Monique Verschuren, Mark Walker, Demetrius Albanes, David O Arnar, Themistocles L Assimes, Stefania Bandinelli, Michael Boehnke, Rudolf A de Boer, Claude Bouchard, W L Mark Caulfield, John C Chambers, Gary Curhan, Daniele Cusi, Johan Eriksson, Luigi Ferrucci, Wiek H van Gilst, Nicola Glorioso, Jacqueline de Graaf, Leif Groop, Ulf Gyllensten, Wen-Chi Hsueh, Frank B Hu, Heikki V Huikuri, David J Hunter, Carlos Iribarren, Bo Isomaa, Marjo-Riitta Järvelin, Antti Jula, Mika Kähönen, Lambertus A Kiemeney, Melanie M van der Klauw, Jaspal S Kooner, Peter Kraft, Licia Iacoviello, Terho Lehtimäki, Marja-Liisa L Lokki, Braxton D Mitchell, Gerjan Navis, Markku S Nieminen, Claes Ohlsson, Neil R Poulter, Lu Qi, Olli T Raitakari, Eric B Rimm, John D Rioux, Federica Rizzi, Igor Rudan, Veikko Salomaa, Peter S Sever, Denis C Shields, Alan R Shuldiner, Juha Sinisalo, Alice V Stanton, Ronald P Stolk, David P Strachan, Jean-Claude Tardif, Unnur Thorsteinsdottir, Jaako Tuomilehto, Dirk J van Veldhuisen, Jarmo Virtamo, Jorma Viikari, Peter Vollenweider, Gérard Waeber, Elisabeth Widén, Yoon Shin Cho, Jesper V Olsen, Peter M Visscher, Cristen Willer, Lude Franke, , Jeanette Erdmann, John R Thompson, Arne Pfeufer, Nona Sotoodehnia, Christopher Newton-Cheh, Patrick T Ellinor, Bruno H Ch Stricker, Andres Metspalu, Markus Perola, Jacques S Beckmann, George Davey Smith, Kari Stefansson, Nicholas J Wareham, Patricia B Munroe, Ody C M Sibon, David J Milan, Harold Snieder, Nilesh J Samani, Ruth J F Loos.
Nat. Genet.
PUBLISHED: 03-21-2013
Show Abstract
Hide Abstract
Elevated resting heart rate is associated with greater risk of cardiovascular disease and mortality. In a 2-stage meta-analysis of genome-wide association studies in up to 181,171 individuals, we identified 14 new loci associated with heart rate and confirmed associations with all 7 previously established loci. Experimental downregulation of gene expression in Drosophila melanogaster and Danio rerio identified 20 genes at 11 loci that are relevant for heart rate regulation and highlight a role for genes involved in signal transmission, embryonic cardiac development and the pathophysiology of dilated cardiomyopathy, congenital heart failure and/or sudden cardiac death. In addition, genetic susceptibility to increased heart rate is associated with altered cardiac conduction and reduced risk of sick sinus syndrome, and both heart rate-increasing and heart rate-decreasing variants associate with risk of atrial fibrillation. Our findings provide fresh insights into the mechanisms regulating heart rate and identify new therapeutic targets.
Related JoVE Video
Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture.
Sonja I Berndt, Stefan Gustafsson, Reedik Mägi, Andrea Ganna, Eleanor Wheeler, Mary F Feitosa, Anne E Justice, Keri L Monda, Damien C Croteau-Chonka, Felix R Day, Tonu Esko, Tove Fall, Teresa Ferreira, Davide Gentilini, Anne U Jackson, Jian'an Luan, Joshua C Randall, Sailaja Vedantam, Cristen J Willer, Thomas W Winkler, Andrew R Wood, Tsegaselassie Workalemahu, Yi-Juan Hu, Sang Hong Lee, Liming Liang, Dan-Yu Lin, Josine L Min, Benjamin M Neale, Gudmar Thorleifsson, Jian Yang, Eva Albrecht, Najaf Amin, Jennifer L Bragg-Gresham, Gemma Cadby, Martin den Heijer, Niina Eklund, Krista Fischer, Anuj Goel, Jouke-Jan Hottenga, Jennifer E Huffman, Ivonne Jarick, Asa Johansson, Toby Johnson, Stavroula Kanoni, Marcus E Kleber, Inke R König, Kati Kristiansson, Zoltan Kutalik, Claudia Lamina, Cécile Lecoeur, Guo Li, Massimo Mangino, Wendy L McArdle, Carolina Medina-Gomez, Martina Müller-Nurasyid, Julius S Ngwa, Ilja M Nolte, Lavinia Paternoster, Sonali Pechlivanis, Markus Perola, Marjolein J Peters, Michael Preuss, Lynda M Rose, Jianxin Shi, Dmitry Shungin, Albert Vernon Smith, Rona J Strawbridge, Ida Surakka, Alexander Teumer, Mieke D Trip, Jonathan Tyrer, Jana V van Vliet-Ostaptchouk, Liesbeth Vandenput, Lindsay L Waite, Jing Hua Zhao, Devin Absher, Folkert W Asselbergs, Mustafa Atalay, Antony P Attwood, Anthony J Balmforth, Hanneke Basart, John Beilby, Lori L Bonnycastle, Paolo Brambilla, Marcel Bruinenberg, Harry Campbell, Daniel I Chasman, Peter S Chines, Francis S Collins, John M Connell, William O Cookson, Ulf de Faire, Femmie de Vegt, Mariano Dei, Maria Dimitriou, Sarah Edkins, Karol Estrada, David M Evans, Martin Farrall, Marco M Ferrario, Jean Ferrières, Lude Franke, Francesca Frau, Pablo V Gejman, Harald Grallert, Henrik Grönberg, Vilmundur Gudnason, Alistair S Hall, Per Hall, Anna-Liisa Hartikainen, Caroline Hayward, Nancy L Heard-Costa, Andrew C Heath, Johannes Hebebrand, Georg Homuth, Frank B Hu, Sarah E Hunt, Elina Hyppönen, Carlos Iribarren, Kevin B Jacobs, John-Olov Jansson, Antti Jula, Mika Kähönen, Sekar Kathiresan, Frank Kee, Kay-Tee Khaw, Mika Kivimäki, Wolfgang Koenig, Aldi T Kraja, Meena Kumari, Kari Kuulasmaa, Johanna Kuusisto, Jaana H Laitinen, Timo A Lakka, Claudia Langenberg, Lenore J Launer, Lars Lind, Jaana Lindström, Jianjun Liu, Antonio Liuzzi, Marja-Liisa Lokki, Mattias Lorentzon, Pamela A Madden, Patrik K Magnusson, Paolo Manunta, Diana Marek, Winfried März, Irene Mateo Leach, Barbara McKnight, Sarah E Medland, Evelin Mihailov, Lili Milani, Grant W Montgomery, Vincent Mooser, Thomas W Mühleisen, Patricia B Munroe, Arthur W Musk, Narisu Narisu, Gerjan Navis, George Nicholson, Ellen A Nohr, Ken K Ong, Ben A Oostra, Colin N A Palmer, Aarno Palotie, John F Peden, Nancy Pedersen, Annette Peters, Ozren Polašek, Anneli Pouta, Peter P Pramstaller, Inga Prokopenko, Carolin Pütter, Aparna Radhakrishnan, Olli Raitakari, Augusto Rendon, Fernando Rivadeneira, Igor Rudan, Timo E Saaristo, Jennifer G Sambrook, Alan R Sanders, Serena Sanna, Jouko Saramies, Sabine Schipf, Stefan Schreiber, Heribert Schunkert, So-Youn Shin, Stefano Signorini, Juha Sinisalo, Boris Skrobek, Nicole Soranzo, Alena Stančáková, Klaus Stark, Jonathan C Stephens, Kathleen Stirrups, Ronald P Stolk, Michael Stumvoll, Amy J Swift, Eirini V Theodoraki, Barbara Thorand, David-Alexandre Trégouët, Elena Tremoli, Melanie M van der Klauw, Joyce B J van Meurs, Sita H Vermeulen, Jorma Viikari, Jarmo Virtamo, Veronique Vitart, Gérard Waeber, Zhaoming Wang, Elisabeth Widén, Sarah H Wild, Gonneke Willemsen, Bernhard R Winkelmann, Jacqueline C M Witteman, Bruce H R Wolffenbuttel, Andrew Wong, Alan F Wright, M Carola Zillikens, Philippe Amouyel, Bernhard O Boehm, Eric Boerwinkle, Dorret I Boomsma, Mark J Caulfield, Stephen J Chanock, L Adrienne Cupples, Daniele Cusi, George V Dedoussis, Jeanette Erdmann, Johan G Eriksson, Paul W Franks, Philippe Froguel, Christian Gieger, Ulf Gyllensten, Anders Hamsten, Tamara B Harris, Christian Hengstenberg, Andrew A Hicks, Aroon Hingorani, Anke Hinney, Albert Hofman, Kees G Hovingh, Kristian Hveem, Thomas Illig, Marjo-Riitta Järvelin, Karl-Heinz Jöckel, Sirkka M Keinanen-Kiukaanniemi, Lambertus A Kiemeney, Diana Kuh, Markku Laakso, Terho Lehtimäki, Douglas F Levinson, Nicholas G Martin, Andres Metspalu, Andrew D Morris, Markku S Nieminen, Inger Njølstad, Claes Ohlsson, Albertine J Oldehinkel, Willem H Ouwehand, Lyle J Palmer, Brenda Penninx, Chris Power, Michael A Province, Bruce M Psaty, Lu Qi, Rainer Rauramaa, Paul M Ridker, Samuli Ripatti, Veikko Salomaa, Nilesh J Samani, Harold Snieder, Thorkild I A Sørensen, Timothy D Spector, Kari Stefansson, Anke Tönjes, Jaakko Tuomilehto, André G Uitterlinden, Matti Uusitupa, Pim van der Harst, Peter Vollenweider, Henri Wallaschofski, Nicholas J Wareham, Hugh Watkins, H-Erich Wichmann, James F Wilson, Gonçalo R Abecasis, Themistocles L Assimes, Inês Barroso, Michael Boehnke, Ingrid B Borecki, Panos Deloukas, Caroline S Fox, Timothy Frayling, Leif C Groop, Talin Haritunian, Iris M Heid, David Hunter, Robert C Kaplan, Fredrik Karpe, Miriam F Moffatt, Karen L Mohlke, Jeffrey R O'Connell, Yudi Pawitan, Eric E Schadt, David Schlessinger, Valgerdur Steinthorsdottir, David P Strachan, Unnur Thorsteinsdottir, Cornelia M van Duijn, Peter M Visscher, Anna Maria Di Blasio, Joel N Hirschhorn, Cecilia M Lindgren, Andrew P Morris, David Meyre, André Scherag, Mark I McCarthy, Elizabeth K Speliotes, Kari E North, Ruth J F Loos, Erik Ingelsson.
Nat. Genet.
PUBLISHED: 03-14-2013
Show Abstract
Hide Abstract
Approaches exploiting trait distribution extremes may be used to identify loci associated with common traits, but it is unknown whether these loci are generalizable to the broader population. In a genome-wide search for loci associated with the upper versus the lower 5th percentiles of body mass index, height and waist-to-hip ratio, as well as clinical classes of obesity, including up to 263,407 individuals of European ancestry, we identified 4 new loci (IGFBP4, H6PD, RSRC1 and PPP2R2A) influencing height detected in the distribution tails and 7 new loci (HNF4G, RPTOR, GNAT2, MRPS33P4, ADCY9, HS6ST3 and ZZZ3) for clinical classes of obesity. Further, we find a large overlap in genetic structure and the distribution of variants between traits based on extremes and the general population and little etiological heterogeneity between obesity subgroups.
Related JoVE Video
The Genome of the Netherlands: design, and project goals.
Eur. J. Hum. Genet.
PUBLISHED: 02-28-2013
Show Abstract
Hide Abstract
Within the Netherlands a national network of biobanks has been established (Biobanking and Biomolecular Research Infrastructure-Netherlands (BBMRI-NL)) as a national node of the European BBMRI. One of the aims of BBMRI-NL is to enrich biobanks with different types of molecular and phenotype data. Here, we describe the Genome of the Netherlands (GoNL), one of the projects within BBMRI-NL. GoNL is a whole-genome-sequencing project in a representative sample consisting of 250 trio-families from all provinces in the Netherlands, which aims to characterize DNA sequence variation in the Dutch population. The parent-offspring trios include adult individuals ranging in age from 19 to 87 years (mean=53 years; SD=16 years) from birth cohorts 1910-1994. Sequencing was done on blood-derived DNA from uncultured cells and accomplished coverage was 14-15x. The family-based design represents a unique resource to assess the frequency of regional variants, accurately reconstruct haplotypes by family-based phasing, characterize short indels and complex structural variants, and establish the rate of de novo mutational events. GoNL will also serve as a reference panel for imputation in the available genome-wide association studies in Dutch and other cohorts to refine association signals and uncover population-specific variants. GoNL will create a catalog of human genetic variation in this sample that is uniquely characterized with respect to micro-geographic location and a wide range of phenotypes. The resource will be made available to the research and medical community to guide the interpretation of sequencing projects. The present paper summarizes the global characteristics of the project.European Journal of Human Genetics advance online publication, 29 May 2013; doi:10.1038/ejhg.2013.118.
Related JoVE Video
A Twin-Sibling Study on the Relationship Between Exercise Attitudes and Exercise Behavior.
Behav. Genet.
PUBLISHED: 02-27-2013
Show Abstract
Hide Abstract
Social cognitive models of health behavior propose that individual differences in leisure time exercise behavior are influenced by the attitudes towards exercise. At the same time, large scale twin-family studies show a significant influence of genetic factors on regular exercise behavior. This twin-sibling study aimed to unite these findings by demonstrating that exercise attitudes can be heritable themselves. Secondly, the genetic and environmental cross-trait correlations and the monozygotic (MZ) twin intrapair differences model were used to test whether the association between exercise attitudes and exercise behavior can be causal. Survey data were obtained from 5,095 twins and siblings (18-50 years). A genetic contribution was found for exercise behavior (50 % in males, 43 % in females) and for the six exercise attitude components derived from principal component analysis: perceived benefits (21, 27 %), lack of skills, support and/or resources (45, 48 %), time constraints (25, 30 %), lack of energy (34, 44 %), lack of enjoyment (47, 44 %), and embarrassment (42, 49 %). These components were predictive of leisure time exercise behavior (R² = 28 %). Bivariate modeling further showed that all the genetic (0.36 < |rA| < 0.80) and all but two unique environmental (0.00 < |rE| < 0.27) correlations between exercise attitudes and exercise behavior were significantly different from zero, which is a necessary condition for the existence of a causal effect driving the association. The correlations between the MZ twins difference scores were in line with this finding. It is concluded that exercise attitudes and exercise behavior are heritable, that attitudes and behavior are partly correlated through pleiotropic genetic effects, but that the data are compatible with a causal association between exercise attitudes and behavior.
Related JoVE Video
Increases in alcohol consumption in women and elderly groups: evidence from an epidemiological study.
BMC Public Health
PUBLISHED: 02-24-2013
Show Abstract
Hide Abstract
BACKGROUND: In most Western countries, alcohol consumption continues to increase, specifically among women and older adults. Insight into these trends may aid intervention strategies. Here we present data on alcohol consumption by age and sex as well as associations between alcohol use and demographic lifestyle/traits. The data are from a large (N>16,000) population-based Dutch sample, ascertained based on the presence of twins in the family. METHODS: A set of 16 indicators of normative and problematic alcohol use was assessed in participants of the Netherlands Twin Register between 2009--2012 (ages 18--97; 6,052 men; 10,535 women). Alcohol consumption and demographic/lifestyle traits, including educational attainment, work-related/financial stress, urbanization, religiousness, smoking/cannabis initiation, and BMI were described by age and sex. Associations were examined by regressing aspects of alcohol use on age, sex, their interaction, and demographic/lifestyle variables. RESULTS: Age, sex, and initiation of cigarette and cannabis use were the most important predictors of alcohol use. Frequency of alcohol use was lowest between 18--25 years, with 3.2% of men and .6% of women drinking 6--7 times/week, and highest above age 65 years, with 30.6-32.7% of men and 20.2-22.0% of women drinking 6--7 times/week. Women consumed the lowest quantities of alcohol between 25--45 years, with a 5.7-5.9% prevalence of excessive drinking (>14 glasses/week), and the largest quantities between 55--65 years (15.5% excessive drinkers). Age at alcohol initiation, onset of regular drinking, and first alcohol intoxication were lowest between ages 18--25 years and highest above age 65 years. Among older participants, men initiated alcohol use and regular drinking earlier, and had lower age at first intoxication than women, but among young adults, no sex differences were observed. CONCLUSIONS: Alcohol consumption was high in the elderly Dutch population, especially among women. Alcohol initiation, onset of regular drinking, and first alcohol intoxication occur at increasingly younger ages, and the previous gap between men and women in age at alcohol initiation, onset of regular drinking, and first alcohol intoxication has closed almost entirely. Heavy alcohol use was most strongly predicted by older age, sex (male), and initiation of smoking and cannabis use.
Related JoVE Video
Common variants associated with plasma triglycerides and risk for coronary artery disease.
Ron Do, Cristen J Willer, Ellen M Schmidt, Sebanti Sengupta, Chi Gao, Gina M Peloso, Stefan Gustafsson, Stavroula Kanoni, Andrea Ganna, Jin Chen, Martin L Buchkovich, Samia Mora, Jacques S Beckmann, Jennifer L Bragg-Gresham, Hsing-Yi Chang, Ayse Demirkan, Heleen M den Hertog, Louise A Donnelly, Georg B Ehret, Tonu Esko, Mary F Feitosa, Teresa Ferreira, Krista Fischer, Pierre Fontanillas, Ross M Fraser, Daniel F Freitag, Deepti Gurdasani, Kauko Heikkilä, Elina Hyppönen, Aaron Isaacs, Anne U Jackson, Asa Johansson, Toby Johnson, Marika Kaakinen, Johannes Kettunen, Marcus E Kleber, Xiaohui Li, Jian'an Luan, Leo-Pekka Lyytikäinen, Patrik K E Magnusson, Massimo Mangino, Evelin Mihailov, May E Montasser, Martina Müller-Nurasyid, Ilja M Nolte, Jeffrey R O'Connell, Cameron D Palmer, Markus Perola, Ann-Kristin Petersen, Serena Sanna, Richa Saxena, Susan K Service, Sonia Shah, Dmitry Shungin, Carlo Sidore, Ci Song, Rona J Strawbridge, Ida Surakka, Toshiko Tanaka, Tanya M Teslovich, Gudmar Thorleifsson, Evita G van den Herik, Benjamin F Voight, Kelly A Volcik, Lindsay L Waite, Andrew Wong, Ying Wu, Weihua Zhang, Devin Absher, Gershim Asiki, Inês Barroso, Latonya F Been, Jennifer L Bolton, Lori L Bonnycastle, Paolo Brambilla, Mary S Burnett, Giancarlo Cesana, Maria Dimitriou, Alex S F Doney, Angela Döring, Paul Elliott, Stephen E Epstein, Gudmundur Ingi Eyjolfsson, Bruna Gigante, Mark O Goodarzi, Harald Grallert, Martha L Gravito, Christopher J Groves, Göran Hallmans, Anna-Liisa Hartikainen, Caroline Hayward, Dena Hernandez, Andrew A Hicks, Hilma Holm, Yi-Jen Hung, Thomas Illig, Michelle R Jones, Pontiano Kaleebu, John J P Kastelein, Kay-Tee Khaw, Eric Kim, Norman Klopp, Pirjo Komulainen, Meena Kumari, Claudia Langenberg, Terho Lehtimäki, Shih-Yi Lin, Jaana Lindström, Ruth J F Loos, François Mach, Wendy L McArdle, Christa Meisinger, Braxton D Mitchell, Gabrielle Müller, Ramaiah Nagaraja, Narisu Narisu, Tuomo V M Nieminen, Rebecca N Nsubuga, Isleifur Olafsson, Ken K Ong, Aarno Palotie, Theodore Papamarkou, Cristina Pomilla, Anneli Pouta, Daniel J Rader, Muredach P Reilly, Paul M Ridker, Fernando Rivadeneira, Igor Rudan, Aimo Ruokonen, Nilesh Samani, Hubert Scharnagl, Janet Seeley, Kaisa Silander, Alena Stančáková, Kathleen Stirrups, Amy J Swift, Laurence Tiret, André G Uitterlinden, L Joost van Pelt, Sailaja Vedantam, Nicholas Wainwright, Cisca Wijmenga, Sarah H Wild, Gonneke Willemsen, Tom Wilsgaard, James F Wilson, Elizabeth H Young, Jing Hua Zhao, Linda S Adair, Dominique Arveiler, Themistocles L Assimes, Stefania Bandinelli, Franklyn Bennett, Murielle Bochud, Bernhard O Boehm, Dorret I Boomsma, Ingrid B Borecki, Stefan R Bornstein, Pascal Bovet, Michel Burnier, Harry Campbell, Aravinda Chakravarti, John C Chambers, Yii-Der Ida Chen, Francis S Collins, Richard S Cooper, John Danesh, George Dedoussis, Ulf de Faire, Alan B Feranil, Jean Ferrières, Luigi Ferrucci, Nelson B Freimer, Christian Gieger, Leif C Groop, Vilmundur Gudnason, Ulf Gyllensten, Anders Hamsten, Tamara B Harris, Aroon Hingorani, Joel N Hirschhorn, Albert Hofman, G Kees Hovingh, Chao Agnes Hsiung, Steve E Humphries, Steven C Hunt, Kristian Hveem, Carlos Iribarren, Marjo-Riitta Järvelin, Antti Jula, Mika Kähönen, Jaakko Kaprio, Antero Kesäniemi, Mika Kivimäki, Jaspal S Kooner, Peter J Koudstaal, Ronald M Krauss, Diana Kuh, Johanna Kuusisto, Kirsten O Kyvik, Markku Laakso, Timo A Lakka, Lars Lind, Cecilia M Lindgren, Nicholas G Martin, Winfried März, Mark I McCarthy, Colin A McKenzie, Pierre Meneton, Andres Metspalu, Leena Moilanen, Andrew D Morris, Patricia B Munroe, Inger Njølstad, Nancy L Pedersen, Chris Power, Peter P Pramstaller, Jackie F Price, Bruce M Psaty, Thomas Quertermous, Rainer Rauramaa, Danish Saleheen, Veikko Salomaa, Dharambir K Sanghera, Jouko Saramies, Peter E H Schwarz, Wayne H-H Sheu, Alan R Shuldiner, Agneta Siegbahn, Tim D Spector, Kari Stefansson, David P Strachan, Bamidele O Tayo, Elena Tremoli, Jaakko Tuomilehto, Matti Uusitupa, Cornelia M van Duijn, Peter Vollenweider, Lars Wallentin, Nicholas J Wareham, John B Whitfield, Bruce H R Wolffenbuttel, David Altshuler, José M Ordovás, Eric Boerwinkle, Colin N A Palmer, Unnur Thorsteinsdottir, Daniel I Chasman, Jerome I Rotter, Paul W Franks, Samuli Ripatti, L Adrienne Cupples, Manjinder S Sandhu, Stephen S Rich, Michael Boehnke, Panos Deloukas, Karen L Mohlke, Erik Ingelsson, Gonçalo R Abecasis, Mark J Daly, Benjamin M Neale, Sekar Kathiresan.
Nat. Genet.
PUBLISHED: 02-20-2013
Show Abstract
Hide Abstract
Triglycerides are transported in plasma by specific triglyceride-rich lipoproteins; in epidemiological studies, increased triglyceride levels correlate with higher risk for coronary artery disease (CAD). However, it is unclear whether this association reflects causal processes. We used 185 common variants recently mapped for plasma lipids (P < 5 × 10(-8) for each) to examine the role of triglycerides in risk for CAD. First, we highlight loci associated with both low-density lipoprotein cholesterol (LDL-C) and triglyceride levels, and we show that the direction and magnitude of the associations with both traits are factors in determining CAD risk. Second, we consider loci with only a strong association with triglycerides and show that these loci are also associated with CAD. Finally, in a model accounting for effects on LDL-C and/or high-density lipoprotein cholesterol (HDL-C) levels, the strength of a polymorphisms effect on triglyceride levels is correlated with the magnitude of its effect on CAD risk. These results suggest that triglyceride-rich lipoproteins causally influence risk for CAD.
Related JoVE Video
The use of imputed sibling genotypes in sibship-based association analysis: on modeling alternatives, power and model misspecification.
Behav. Genet.
PUBLISHED: 02-18-2013
Show Abstract
Hide Abstract
When phenotypic, but no genotypic data are available for relatives of participants in genetic association studies, previous research has shown that family-based imputed genotypes can boost the statistical power when included in such studies. Here, using simulations, we compared the performance of two statistical approaches suitable to model imputed genotype data: the mixture approach, which involves the full distribution of the imputed genotypes and the dosage approach, where the mean of the conditional distribution features as the imputed genotype. Simulations were run by varying sibship size, size of the phenotypic correlations among siblings, imputation accuracy and minor allele frequency of the causal SNP. Furthermore, as imputing sibling data and extending the model to include sibships of size two or greater requires modeling the familial covariance matrix, we inquired whether model misspecification affects power. Finally, the results obtained via simulations were empirically verified in two datasets with continuous phenotype data (height) and with a dichotomous phenotype (smoking initiation). Across the settings considered, the mixture and the dosage approach are equally powerful and both produce unbiased parameter estimates. In addition, the likelihood-ratio test in the linear mixed model appears to be robust to the considered misspecification in the background covariance structure, given low to moderate phenotypic correlations among siblings. Empirical results show that the inclusion in association analysis of imputed sibling genotypes does not always result in larger test statistic. The actual test statistic may drop in value due to small effect sizes. That is, if the power benefit is small, that the change in distribution of the test statistic under the alternative is relatively small, the probability is greater of obtaining a smaller test statistic. As the genetic effects are typically hypothesized to be small, in practice, the decision on whether family-based imputation could be used as a means to increase power should be informed by prior power calculations and by the consideration of the background correlation.
Related JoVE Video
Genetic relationship between five psychiatric disorders estimated from genome-wide SNPs.
, S Hong Lee, Stephan Ripke, Benjamin M Neale, Stephen V Faraone, Shaun M Purcell, Roy H Perlis, Bryan J Mowry, Anita Thapar, Michael E Goddard, John S Witte, Devin Absher, Ingrid Agartz, Huda Akil, Farooq Amin, Ole A Andreassen, Adebayo Anjorin, Richard Anney, Verneri Anttila, Dan E Arking, Philip Asherson, Maria H Azevedo, Lena Backlund, Judith A Badner, Anthony J Bailey, Tobias Banaschewski, Jack D Barchas, Michael R Barnes, Thomas B Barrett, Nicholas Bass, Agatino Battaglia, Michael Bauer, Mònica Bayés, Frank Bellivier, Sarah E Bergen, Wade Berrettini, Catalina Betancur, Thomas Bettecken, Joseph Biederman, Elisabeth B Binder, Donald W Black, Douglas H R Blackwood, Cinnamon S Bloss, Michael Boehnke, Dorret I Boomsma, Gerome Breen, René Breuer, Richard Bruggeman, Paul Cormican, Nancy G Buccola, Jan K Buitelaar, William E Bunney, Joseph D Buxbaum, William F Byerley, Enda M Byrne, Sian Caesar, Wiepke Cahn, Rita M Cantor, Miguel Casas, Aravinda Chakravarti, Kimberly Chambert, Khalid Choudhury, Sven Cichon, C Robert Cloninger, David A Collier, Edwin H Cook, Hilary Coon, Bru Cormand, Aiden Corvin, William H Coryell, David W Craig, Ian W Craig, Jennifer Crosbie, Michael L Cuccaro, David Curtis, Darina Czamara, Susmita Datta, Geraldine Dawson, Richard Day, Eco J De Geus, Franziska Degenhardt, Srdjan Djurovic, Gary J Donohoe, Alysa E Doyle, Jubao Duan, Frank Dudbridge, Eftichia Duketis, Richard P Ebstein, Howard J Edenberg, Josephine Elia, Sean Ennis, Bruno Etain, Ayman Fanous, Anne E Farmer, I Nicol Ferrier, Matthew Flickinger, Eric Fombonne, Tatiana Foroud, Josef Frank, Barbara Franke, Christine Fraser, Robert Freedman, Nelson B Freimer, Christine M Freitag, Marion Friedl, Louise Frisén, Louise Gallagher, Pablo V Gejman, Lyudmila Georgieva, Elliot S Gershon, Daniel H Geschwind, Ina Giegling, Michael Gill, Scott D Gordon, Katherine Gordon-Smith, Elaine K Green, Tiffany A Greenwood, Dorothy E Grice, Magdalena Gross, Detelina Grozeva, Weihua Guan, Hugh Gurling, Lieuwe de Haan, Jonathan L Haines, Hakon Hakonarson, Joachim Hallmayer, Steven P Hamilton, Marian L Hamshere, Thomas F Hansen, Annette M Hartmann, Martin Hautzinger, Andrew C Heath, Anjali K Henders, Stefan Herms, Ian B Hickie, Maria Hipolito, Susanne Hoefels, Peter A Holmans, Florian Holsboer, Witte J Hoogendijk, Jouke-Jan Hottenga, Christina M Hultman, Vanessa Hus, Andrés Ingason, Marcus Ising, Stéphane Jamain, Edward G Jones, Ian Jones, Lisa Jones, Jung-Ying Tzeng, Anna K Kähler, René S Kahn, Radhika Kandaswamy, Matthew C Keller, James L Kennedy, Elaine Kenny, Lindsey Kent, Yunjung Kim, George K Kirov, Sabine M Klauck, Lambertus Klei, James A Knowles, Martin A Kohli, Daniel L Koller, Bettina Konte, Ania Korszun, Lydia Krabbendam, Robert Krasucki, Jonna Kuntsi, Phoenix Kwan, Mikael Landén, Niklas Långström, Mark Lathrop, Jacob Lawrence, William B Lawson, Marion Leboyer, David H Ledbetter, Phil H Lee, Todd Lencz, Klaus-Peter Lesch, Douglas F Levinson, Cathryn M Lewis, Jun Li, Paul Lichtenstein, Jeffrey A Lieberman, Dan-Yu Lin, Don H Linszen, Chunyu Liu, Falk W Lohoff, Sandra K Loo, Catherine Lord, Jennifer K Lowe, Susanne Lucae, Donald J MacIntyre, Pamela A F Madden, Elena Maestrini, Patrik K E Magnusson, Pamela B Mahon, Wolfgang Maier, Anil K Malhotra, Shrikant M Mane, Christa L Martin, Nicholas G Martin, Manuel Mattheisen, Keith Matthews, Morten Mattingsdal, Steven A McCarroll, Kevin A McGhee, James J McGough, Patrick J McGrath, Peter McGuffin, Melvin G McInnis, Andrew McIntosh, Rebecca McKinney, Alan W McLean, Francis J McMahon, William M McMahon, Andrew McQuillin, Helena Medeiros, Sarah E Medland, Sandra Meier, Ingrid Melle, Fan Meng, Jobst Meyer, Christel M Middeldorp, Lefkos Middleton, Vihra Milanova, Ana Miranda, Anthony P Monaco, Grant W Montgomery, Jennifer L Moran, Daniel Moreno-De-Luca, Gunnar Morken, Derek W Morris, Eric M Morrow, Valentina Moskvina, Pierandrea Muglia, Thomas W Mühleisen, Walter J Muir, Bertram Müller-Myhsok, Michael Murtha, Richard M Myers, Inez Myin-Germeys, Michael C Neale, Stan F Nelson, Caroline M Nievergelt, Ivan Nikolov, Vishwajit Nimgaonkar, Willem A Nolen, Markus M Nöthen, John I Nurnberger, Evaristus A Nwulia, Dale R Nyholt, Colm O'Dushlaine, Robert D Oades, Ann Olincy, Guiomar Oliveira, Line Olsen, Roel A Ophoff, Urban Osby, Michael J Owen, Aarno Palotie, Jeremy R Parr, Andrew D Paterson, Carlos N Pato, Michele T Pato, Brenda W Penninx, Michele L Pergadia, Margaret A Pericak-Vance, Benjamin S Pickard, Jonathan Pimm, Joseph Piven, Danielle Posthuma, James B Potash, Fritz Poustka, Peter Propping, Vinay Puri, Digby J Quested, Emma M Quinn, Josep Antoni Ramos-Quiroga, Henrik B Rasmussen, Soumya Raychaudhuri, Karola Rehnström, Andreas Reif, Marta Ribasés, John P Rice, Marcella Rietschel, Kathryn Roeder, Herbert Roeyers, Lizzy Rossin, Aribert Rothenberger, Guy Rouleau, Douglas Ruderfer, Dan Rujescu, Alan R Sanders, Stephan J Sanders, Susan L Santangelo, Joseph A Sergeant, Russell Schachar, Martin Schalling, Alan F Schatzberg, William A Scheftner, Gerard D Schellenberg, Stephen W Scherer, Nicholas J Schork, Thomas G Schulze, Johannes Schumacher, Markus Schwarz, Edward Scolnick, Laura J Scott, Jianxin Shi, Paul D Shilling, Stanley I Shyn, Jeremy M Silverman, Susan L Slager, Susan L Smalley, Johannes H Smit, Erin N Smith, Edmund J S Sonuga-Barke, David St Clair, Matthew State, Michael Steffens, Hans-Christoph Steinhausen, John S Strauss, Jana Strohmaier, T Scott Stroup, James S Sutcliffe, Peter Szatmari, Szabocls Szelinger, Srinivasa Thirumalai, Robert C Thompson, Alexandre A Todorov, Federica Tozzi, Jens Treutlein, Manfred Uhr, Edwin J C G van den Oord, Gerard van Grootheest, Jim van Os, Astrid M Vicente, Veronica J Vieland, John B Vincent, Peter M Visscher, Christopher A Walsh, Thomas H Wassink, Stanley J Watson, Myrna M Weissman, Thomas Werge, Thomas F Wienker, Ellen M Wijsman, Gonneke Willemsen, Nigel Williams, A Jeremy Willsey, Stephanie H Witt, Wei Xu, Allan H Young, Timothy W Yu, Stanley Zammit, Peter P Zandi, Peng Zhang, Frans G Zitman, Sebastian Zöllner, Bernie Devlin, John R Kelsoe, Pamela Sklar, Mark J Daly, Michael C O'Donovan, Nicholas Craddock, Patrick F Sullivan, Jordan W Smoller, Kenneth S Kendler, Naomi R Wray.
Nat. Genet.
PUBLISHED: 02-10-2013
Show Abstract
Hide Abstract
Most psychiatric disorders are moderately to highly heritable. The degree to which genetic variation is unique to individual disorders or shared across disorders is unclear. To examine shared genetic etiology, we use genome-wide genotype data from the Psychiatric Genomics Consortium (PGC) for cases and controls in schizophrenia, bipolar disorder, major depressive disorder, autism spectrum disorders (ASD) and attention-deficit/hyperactivity disorder (ADHD). We apply univariate and bivariate methods for the estimation of genetic variation within and covariation between disorders. SNPs explained 17-29% of the variance in liability. The genetic correlation calculated using common SNPs was high between schizophrenia and bipolar disorder (0.68 ± 0.04 s.e.), moderate between schizophrenia and major depressive disorder (0.43 ± 0.06 s.e.), bipolar disorder and major depressive disorder (0.47 ± 0.06 s.e.), and ADHD and major depressive disorder (0.32 ± 0.07 s.e.), low between schizophrenia and ASD (0.16 ± 0.06 s.e.) and non-significant for other pairs of disorders as well as between psychiatric disorders and the negative control of Crohns disease. This empirical evidence of shared genetic etiology for psychiatric disorders can inform nosology and encourages the investigation of common pathophysiologies for related disorders.
Related JoVE Video
Meta-analysis of telomere length in 19,713 subjects reveals high heritability, stronger maternal inheritance and a paternal age effect.
Eur. J. Hum. Genet.
PUBLISHED: 01-16-2013
Show Abstract
Hide Abstract
Telomere length (TL) has been associated with aging and mortality, but individual differences are also influenced by genetic factors, with previous studies reporting heritability estimates ranging from 34 to 82%. Here we investigate the heritability, mode of inheritance and the influence of parental age at birth on TL in six large, independent cohort studies with a total of 19,713 participants. The meta-analysis estimate of TL heritability was 0.70 (95% CI 0.64-0.76) and is based on a pattern of results that is highly similar for twins and other family members. We observed a stronger mother-offspring (r=0.42; P-value=3.60 × 10(-61)) than father-offspring correlation (r=0.33; P-value=7.01 × 10(-5)), and a significant positive association with paternal age at offspring birth (?=0.005; P-value=7.01 × 10(-5)). Interestingly, a significant and quite substantial correlation in TL between spouses (r=0.25; P-value=2.82 × 10(-30)) was seen, which appeared stronger in older spouse pairs (mean age ?55 years; r=0.31; P-value=4.27 × 10(-23)) than in younger pairs (mean age<55 years; r=0.20; P-value=3.24 × 10(-10)). In summary, we find a high and very consistent heritability estimate for TL, evidence for a maternal inheritance component and a positive association with paternal age.
Related JoVE Video
Distinct loci in the CHRNA5/CHRNA3/CHRNB4 gene cluster are associated with onset of regular smoking.
Sarah H Stephens, Sarah M Hartz, Nicole R Hoft, Nancy L Saccone, Robin C Corley, John K Hewitt, Christian J Hopfer, Naomi Breslau, Hilary Coon, Xiangning Chen, Francesca Ducci, Nicole Dueker, Nora Franceschini, Josef Frank, Younghun Han, Nadia N Hansel, Chenhui Jiang, Tellervo Korhonen, Penelope A Lind, Jason Liu, Leo-Pekka Lyytikäinen, Martha Michel, John R Shaffer, Susan E Short, Juzhong Sun, Alexander Teumer, John R Thompson, Nicole Vogelzangs, Jacqueline M Vink, Angela Wenzlaff, William Wheeler, Bao-Zhu Yang, Steven H Aggen, Anthony J Balmforth, Sebastian E Baumeister, Terri H Beaty, Daniel J Benjamin, Andrew W Bergen, Ulla Broms, David Cesarini, Nilanjan Chatterjee, Jingchun Chen, Yu-Ching Cheng, Sven Cichon, David Couper, Francesco Cucca, Danielle Dick, Tatiana Foroud, Helena Furberg, Ina Giegling, Nathan A Gillespie, Fangyi Gu, Alistair S Hall, Jenni Hällfors, Shizhong Han, Annette M Hartmann, Kauko Heikkilä, Ian B Hickie, Jouke Jan Hottenga, Pekka Jousilahti, Marika Kaakinen, Mika Kähönen, Philipp D Koellinger, Stephen Kittner, Bettina Konte, Maria-Teresa Landi, Tiina Laatikainen, Mark Leppert, Steven M Levy, Rasika A Mathias, Daniel W McNeil, Sarah E Medland, Grant W Montgomery, Tanda Murray, Matthias Nauck, Kari E North, Peter D Pare, Michele Pergadia, Ingo Ruczinski, Veikko Salomaa, Jorma Viikari, Gonneke Willemsen, Kathleen C Barnes, Eric Boerwinkle, Dorret I Boomsma, Neil Caporaso, Howard J Edenberg, Clyde Francks, Joel Gelernter, Hans Jörgen Grabe, Hyman Hops, Marjo-Riitta Järvelin, Magnus Johannesson, Kenneth S Kendler, Terho Lehtimäki, Patrik K E Magnusson, Mary L Marazita, Jonathan Marchini, Braxton D Mitchell, Markus M Nöthen, Brenda W Penninx, Olli Raitakari, Marcella Rietschel, Dan Rujescu, Nilesh J Samani, Ann G Schwartz, Sanjay Shete, Margaret Spitz, Gary E Swan, Henry Völzke, Juha Veijola, Qingyi Wei, Chris Amos, Dale S Cannon, Richard Grucza, Dorothy Hatsukami, Andrew Heath, Eric O Johnson, Jaakko Kaprio, Pamela Madden, Nicholas G Martin, Victoria L Stevens, Robert B Weiss, Peter Kraft, Laura J Bierut, Marissa A Ehringer.
Genet. Epidemiol.
PUBLISHED: 01-11-2013
Show Abstract
Hide Abstract
Neuronal nicotinic acetylcholine receptor (nAChR) genes (CHRNA5/CHRNA3/CHRNB4) have been reproducibly associated with nicotine dependence, smoking behaviors, and lung cancer risk. Of the few reports that have focused on early smoking behaviors, association results have been mixed. This meta-analysis examines early smoking phenotypes and SNPs in the gene cluster to determine: (1) whether the most robust association signal in this region (rs16969968) for other smoking behaviors is also associated with early behaviors, and/or (2) if additional statistically independent signals are important in early smoking. We focused on two phenotypes: age of tobacco initiation (AOI) and age of first regular tobacco use (AOS). This study included 56,034 subjects (41 groups) spanning nine countries and evaluated five SNPs including rs1948, rs16969968, rs578776, rs588765, and rs684513. Each dataset was analyzed using a centrally generated script. Meta-analyses were conducted from summary statistics. AOS yielded significant associations with SNPs rs578776 (beta = 0.02, P = 0.004), rs1948 (beta = 0.023, P = 0.018), and rs684513 (beta = 0.032, P = 0.017), indicating protective effects. There were no significant associations for the AOI phenotype. Importantly, rs16969968, the most replicated signal in this region for nicotine dependence, cigarettes per day, and cotinine levels, was not associated with AOI (P = 0.59) or AOS (P = 0.92). These results provide important insight into the complexity of smoking behavior phenotypes, and suggest that association signals in the CHRNA5/A3/B4 gene cluster affecting early smoking behaviors may be different from those affecting the mature nicotine dependence phenotype.
Related JoVE Video
The Adult Netherlands Twin Register: twenty-five years of survey and biological data collection.
Twin Res Hum Genet
PUBLISHED: 01-08-2013
Show Abstract
Hide Abstract
Over the past 25 years, the Adult Netherlands Twin Register (ANTR) has collected a wealth of information on physical and mental health, lifestyle, and personality in adolescents and adults. This article provides an overview of the sources of information available, the main research findings, and an outlook for the future. Between 1991 and 2012, longitudinal surveys were completed by twins, their parents, siblings, spouses, and offspring. Data are available for 33,957 participants, with most individuals having completed two or more surveys. Smaller projects provided in-depth phenotyping, including measurements of the autonomic nervous system, neurocognitive function, and brain imaging. For 46% of the ANTR participants, DNA samples are available and whole genome scans have been obtained in more than 11,000 individuals. These data have resulted in numerous studies on heritability, gene x environment interactions, and causality, as well as gene finding studies. In the future, these studies will continue with collection of additional phenotypes, such as metabolomic and telomere length data, and detailed genetic information provided by DNA and RNA sequencing. Record linkage to national registers will allow the study of morbidity and mortality, thus providing insight into the development of health, lifestyle, and behavior across the lifespan.
Related JoVE Video
Population structure, migration, and diversifying selection in the Netherlands.
Eur. J. Hum. Genet.
PUBLISHED: 01-04-2013
Show Abstract
Hide Abstract
Genetic variation in a population can be summarized through principal component analysis (PCA) on genome-wide data. PCs derived from such analyses are valuable for genetic association studies, where they can correct for population stratification. We investigated how to capture the genetic population structure in a well-characterized sample from the Netherlands and in a worldwide data set and examined whether (1) removing long-range linkage disequilibrium (LD) regions and LD-based SNP pruning significantly improves correlations between PCs and geography and (2) whether genetic differentiation may have been influenced by migration and/or selection. In the Netherlands, three PCs showed significant correlations with geography, distinguishing between: (1) North and South; (2) East and West; and (3) the middle-band and the rest of the country. The third PC only emerged with minimized LD, which also significantly increased correlations with geography for the other two PCs. In addition to geography, the Dutch North-South PC showed correlations with genome-wide homozygosity (r=0.245), which may reflect a serial-founder effect due to northwards migration, and also with height (?: r=0.142, ?: r=0.153). The divergence between subpopulations identified by PCs is partly driven by selection pressures. The first three PCs showed significant signals for diversifying selection (545 SNPs - the majority within 184 genes). The strongest signal was observed between North and South for the functional SNP in HERC2 that determines human blue/brown eye color. Thus, this study demonstrates how to increase ancestry signals in a relatively homogeneous population and how those signals can reveal evolutionary history.
Related JoVE Video
The molecular genetic architecture of self-employment.
PLoS ONE
PUBLISHED: 01-01-2013
Show Abstract
Hide Abstract
Economic variables such as income, education, and occupation are known to affect mortality and morbidity, such as cardiovascular disease, and have also been shown to be partly heritable. However, very little is known about which genes influence economic variables, although these genes may have both a direct and an indirect effect on health. We report results from the first large-scale collaboration that studies the molecular genetic architecture of an economic variable-entrepreneurship-that was operationalized using self-employment, a widely-available proxy. Our results suggest that common SNPs when considered jointly explain about half of the narrow-sense heritability of self-employment estimated in twin data (?(g)(2)/?(P)(2)?=?25%, h(2)?=?55%). However, a meta-analysis of genome-wide association studies across sixteen studies comprising 50,627 participants did not identify genome-wide significant SNPs. 58 SNPs with p<10(-5) were tested in a replication sample (n?=?3,271), but none replicated. Furthermore, a gene-based test shows that none of the genes that were previously suggested in the literature to influence entrepreneurship reveal significant associations. Finally, SNP-based genetic scores that use results from the meta-analysis capture less than 0.2% of the variance in self-employment in an independent sample (p?0.039). Our results are consistent with a highly polygenic molecular genetic architecture of self-employment, with many genetic variants of small effect. Although self-employment is a multi-faceted, heavily environmentally influenced, and biologically distal trait, our results are similar to those for other genetically complex and biologically more proximate outcomes, such as height, intelligence, personality, and several diseases.
Related JoVE Video
Trends in adolescent alcohol use: effects of age, sex and cohort on prevalence and heritability.
Addiction
PUBLISHED: 10-26-2011
Show Abstract
Hide Abstract
To determine the effect of age, sex and cohort on the prevalence and genetic architecture of adolescent alcohol use (AAU).
Related JoVE Video
New gene functions in megakaryopoiesis and platelet formation.
Christian Gieger, Aparna Radhakrishnan, Ana Cvejic, Weihong Tang, Eleonora Porcu, Giorgio Pistis, Jovana Serbanovic-Canic, Ulrich Elling, Alison H Goodall, Yann Labrune, Lorna M Lopez, Reedik Mägi, Stuart Meacham, Yukinori Okada, Nicola Pirastu, Rossella Sorice, Alexander Teumer, Katrin Voss, Weihua Zhang, Ramiro Ramirez-Solis, Joshua C Bis, David Ellinghaus, Martin Gögele, Jouke-Jan Hottenga, Claudia Langenberg, Peter Kovacs, Paul F O'Reilly, So-Youn Shin, Tonu Esko, Jaana Hartiala, Stavroula Kanoni, Federico Murgia, Afshin Parsa, Jonathan Stephens, Pim van der Harst, C Ellen van der Schoot, Hooman Allayee, Antony Attwood, Beverley Balkau, François Bastardot, Saonli Basu, Sebastian E Baumeister, Ginevra Biino, Lorenzo Bomba, Amélie Bonnefond, Francois Cambien, John C Chambers, Francesco Cucca, Pio D'Adamo, Gail Davies, Rudolf A de Boer, Eco J C de Geus, Angela Döring, Paul Elliott, Jeanette Erdmann, David M Evans, Mario Falchi, Wei Feng, Aaron R Folsom, Ian H Frazer, Quince D Gibson, Nicole L Glazer, Chris Hammond, Anna-Liisa Hartikainen, Susan R Heckbert, Christian Hengstenberg, Micha Hersch, Thomas Illig, Ruth J F Loos, Jennifer Jolley, Kay Tee Khaw, Brigitte Kühnel, Marie-Christine Kyrtsonis, Vasiliki Lagou, Heather Lloyd-Jones, Thomas Lumley, Massimo Mangino, Andrea Maschio, Irene Mateo Leach, Barbara McKnight, Yasin Memari, Braxton D Mitchell, Grant W Montgomery, Yusuke Nakamura, Matthias Nauck, Gerjan Navis, Ute Nöthlings, Ilja M Nolte, David J Porteous, Anneli Pouta, Peter P Pramstaller, Janne Pullat, Susan M Ring, Jerome I Rotter, Daniela Ruggiero, Aimo Ruokonen, Cinzia Sala, Nilesh J Samani, Jennifer Sambrook, David Schlessinger, Stefan Schreiber, Heribert Schunkert, James Scott, Nicholas L Smith, Harold Snieder, John M Starr, Michael Stumvoll, Atsushi Takahashi, W H Wilson Tang, Kent Taylor, Albert Tenesa, Swee Lay Thein, Anke Tönjes, Manuela Uda, Sheila Ulivi, Dirk J van Veldhuisen, Peter M Visscher, Uwe Völker, H-Erich Wichmann, Kerri L Wiggins, Gonneke Willemsen, Tsun-Po Yang, Jing Hua Zhao, Paavo Zitting, John R Bradley, George V Dedoussis, Paolo Gasparini, Stanley L Hazen, Andres Metspalu, Mario Pirastu, Alan R Shuldiner, L Joost van Pelt, Jaap-Jan Zwaginga, Dorret I Boomsma, Ian J Deary, Andre Franke, Philippe Froguel, Santhi K Ganesh, Marjo-Riitta Järvelin, Nicholas G Martin, Christa Meisinger, Bruce M Psaty, Timothy D Spector, Nicholas J Wareham, Jan-Willem N Akkerman, Marina Ciullo, Panos Deloukas, Andreas Greinacher, Steve Jupe, Naoyuki Kamatani, Jyoti Khadake, Jaspal S Kooner, Josef Penninger, Inga Prokopenko, Derek Stemple, Daniela Toniolo, Lorenz Wernisch, Serena Sanna, Andrew A Hicks, Augusto Rendon, Manuel A Ferreira, Willem H Ouwehand, Nicole Soranzo.
Nature
PUBLISHED: 10-21-2011
Show Abstract
Hide Abstract
Platelets are the second most abundant cell type in blood and are essential for maintaining haemostasis. Their count and volume are tightly controlled within narrow physiological ranges, but there is only limited understanding of the molecular processes controlling both traits. Here we carried out a high-powered meta-analysis of genome-wide association studies (GWAS) in up to 66,867 individuals of European ancestry, followed by extensive biological and functional assessment. We identified 68 genomic loci reliably associated with platelet count and volume mapping to established and putative novel regulators of megakaryopoiesis and platelet formation. These genes show megakaryocyte-specific gene expression patterns and extensive network connectivity. Using gene silencing in Danio rerio and Drosophila melanogaster, we identified 11 of the genes as novel regulators of blood cell formation. Taken together, our findings advance understanding of novel gene functions controlling fate-determining events during megakaryopoiesis and platelet formation, providing a new example of successful translation of GWAS to function.
Related JoVE Video
Loci affecting gamma-glutamyl transferase in adults and adolescents show age × SNP interaction and cardiometabolic disease associations.
Hum. Mol. Genet.
PUBLISHED: 10-18-2011
Show Abstract
Hide Abstract
Serum gamma-glutamyl transferase (GGT) activity is a marker of liver disease which is also prospectively associated with the risk of all-cause mortality, cardiovascular disease, type 2 diabetes and cancers. We have discovered novel loci affecting GGT in a genome-wide association study (rs1497406 in an intergenic region of chromosome 1, P = 3.9 × 10(-8); rs944002 in C14orf73 on chromosome 14, P = 4.7 × 10(-13); rs340005 in RORA on chromosome 15, P = 2.4 × 10(-8)), and a highly significant heterogeneity between adult and adolescent results at the GGT1 locus on chromosome 22 (maximum P(HET) = 5.6 × 10(-12) at rs6519520). Pathway analysis of significant and suggestive single-nucleotide polymorphism associations showed significant overlap between genes affecting GGT and those affecting common metabolic and inflammatory diseases, and identified the hepatic nuclear factor (HNF) family as controllers of a network of genes affecting GGT. Our results reinforce the disease associations of GGT and demonstrate that control by the GGT1 locus varies with age.
Related JoVE Video
Variation in BMPR1B, TGFRB1 and BMPR2 and control of dizygotic twinning.
Twin Res Hum Genet
PUBLISHED: 10-04-2011
Show Abstract
Hide Abstract
Genes in the TGF9 signaling pathway play important roles in the regulation of ovarian follicle growth and ovulation rate. Mutations in three genes in this pathway, growth differentiation factor 9 (GDF9), bone morphogenetic protein 15 (BMP15) and the bone morphogenetic protein receptor B 1 (BMPRB1), influence dizygotic (DZ) twinning rates in sheep. To date, only variants in GDF9 and BMP15, but not their receptors transforming growth factor ß receptor 1 (TGFBR1), bone morphogenetic protein receptor 2 (BMPR2) and BMPR1B, have been investigated with respect to their roles in human DZ twinning. We screened for rare and novel variants in TGFBR1, BMPR2 and BMPR1B in mothers of dizygotic twins (MODZT) from twin-dense families, and assessed association between genotyped and imputed variants and DZ twinning in another large sample of MODZT. Three novel variants were found: a deep intronic variant in BMPR2, and one intronic and one non-synonymous exonic variant in BMPRB1 which would result in the replacement of glutamine by glutamic acid at amino acid position 294 (p.Gln294Glu). None of these variants were predicted to have major impacts on gene function. However, the p.Gln294Glu variant changes the same amino acid as a sheep BMPR1B functional variant and may have functional consequences. Six BMPR1B variants were marginally associated with DZ twinning in the larger case-control sample, but these were no longer significant once multiple testing was taken into account. Our results suggest that variation in the TGF9 signaling pathway type II receptors has limited effects on DZ twinning rates in humans.
Related JoVE Video
Heritability of problem drinking and the genetic overlap with personality in a general population sample.
Front Genet
PUBLISHED: 08-01-2011
Show Abstract
Hide Abstract
This study examined the heritability of problem drinking and investigated the phenotypic and genetic relationships between problem drinking and personality. In a sample of 5,870 twins and siblings and 4,420 additional family members from the Netherlands Twin Register. Data on problem drinking (assessed with the AUDIT and CAGE; 12 items) and personality [NEO Five-Factor Inventory (FFI); 60 items] were collected in 2009/2010 by surveys. Confirmatory factor analysis on the AUDIT and CAGE items showed that the items clustered on two separate but highly correlated (r?=?0.74) underlying factors. A higher-order factor was extracted that reflected those aspects of problem drinking that are common to the AUDIT and CAGE, which showed a heritability of 40%. The correlations between problem drinking and the five dimensions of personality were small but significant, ranging from 0.06 for Extraversion to -0.12 for Conscientiousness. All personality dimensions (with broad-sense heritabilities between 32 and 55%, and some evidence for non-additive genetic influences) were genetically correlated with problem drinking. The genetic correlations were small to modest (between |0.12| and |0.41|). Future studies with longitudinal data and DNA polymorphisms are needed to determine the biological mechanisms that underlie the genetic link between problem drinking and personality.
Related JoVE Video
A genome-wide screen for interactions reveals a new locus on 4p15 modifying the effect of waist-to-hip ratio on total cholesterol.
PLoS Genet.
PUBLISHED: 06-23-2011
Show Abstract
Hide Abstract
Recent genome-wide association (GWA) studies described 95 loci controlling serum lipid levels. These common variants explain ?25% of the heritability of the phenotypes. To date, no unbiased screen for gene-environment interactions for circulating lipids has been reported. We screened for variants that modify the relationship between known epidemiological risk factors and circulating lipid levels in a meta-analysis of genome-wide association (GWA) data from 18 population-based cohorts with European ancestry (maximum N?=?32,225). We collected 8 further cohorts (N?=?17,102) for replication, and rs6448771 on 4p15 demonstrated genome-wide significant interaction with waist-to-hip-ratio (WHR) on total cholesterol (TC) with a combined P-value of 4.79×10(-9). There were two potential candidate genes in the region, PCDH7 and CCKAR, with differential expression levels for rs6448771 genotypes in adipose tissue. The effect of WHR on TC was strongest for individuals carrying two copies of G allele, for whom a one standard deviation (sd) difference in WHR corresponds to 0.19 sd difference in TC concentration, while for A allele homozygous the difference was 0.12 sd. Our findings may open up possibilities for targeted intervention strategies for people characterized by specific genomic profiles. However, more refined measures of both body-fat distribution and metabolic measures are needed to understand how their joint dynamics are modified by the newly found locus.
Related JoVE Video
Thought problems from adolescence to adulthood: measurement invariance and longitudinal heritability.
Behav. Genet.
PUBLISHED: 06-01-2011
Show Abstract
Hide Abstract
This study investigates the longitudinal heritability in Thought Problems (TP) as measured with ten items from the Adult Self Report (ASR). There were ~9,000 twins, ~2,000 siblings and ~3,000 additional family members who participated in the study and who are registered at the Netherlands Twin Register. First an exploratory factor analysis was conducted to examine the underlying factor structure of the TP-scale. Then the TP-scale was tested for measurement invariance (MI) across age and sex. Next, genetic and environmental influences were modeled on the longitudinal development of TP across three age groups (12-18, 19-27 and 28-59 year olds) based on the twin and sibling relationships in the data. An exploratory factor analysis yielded a one-factor solution, and MI analyses indicated that the same TP-construct is assessed across age and sex. Two additive genetic components influenced TP across age: the first influencing TP throughout all age groups, while the second arises during young adulthood and stays significant throughout adulthood. The additive genetic components explained 37% of the variation across all age groups. The remaining variance (63%) was explained by unique environmental influences. The longitudinal phenotypic correlation between these age groups was entirely explained by the additive genetic components. We conclude that the TP-scale measures a single underlying construct across sex and different ages. These symptoms are significantly influenced by additive genetic factors from adolescence to late adulthood.
Related JoVE Video
LPAR1 and ITGA4 regulate peripheral blood monocyte counts.
Hum. Mutat.
PUBLISHED: 04-12-2011
Show Abstract
Hide Abstract
We recently mapped a quantitative trait locus for monocyte counts to chromosome 9q31 (rs7023923). Here we extend this work by showing with two independent approaches that rs7023923 regulates the expression levels of the nearby LPAR1 gene (P<0.0001), specifically implicating this gene in monocyte development. Furthermore, we tested 10 additional loci identified in the original analysis for replication in 1,122 individuals and confirm that rs6740847 near the alpha-4-integrin gene (ITGA4) associates with variation in monocyte counts (combined P=2.7×10(-10)). This variant is in complete linkage disequilibrium (r(2) =1) with a previously reported eQTL for ITGA4 (rs2124440), indicating that this is the likely causal gene in the region. Our results indicate that rs7023923 and rs6740847 respectively upregulate LPAR1 and downregulate ITGA4 expression and this increases the number of monocytes circulating in the peripheral blood. Further studies that investigate the downstream mechanism involved and the impact on immune function are warranted.
Related JoVE Video
Genome-wide association and genetic functional studies identify autism susceptibility candidate 2 gene (AUTS2) in the regulation of alcohol consumption.
Gunter Schumann, Lachlan J Coin, Anbarasu Lourdusamy, Pimphen Charoen, Karen H Berger, David Stacey, Sylvane Desrivières, Fazil A Aliev, Anokhi A Khan, Najaf Amin, Yurii S Aulchenko, Georgy Bakalkin, Stephan J Bakker, Beverley Balkau, Joline W Beulens, Ainhoa Bilbao, Rudolf A de Boer, Delphine Beury, Michiel L Bots, Elemi J Breetvelt, Stéphane Cauchi, Christine Cavalcanti-Proença, John C Chambers, Toni-Kim Clarke, Norbert Dahmen, Eco J De Geus, Danielle Dick, Francesca Ducci, Alanna Easton, Howard J Edenberg, Tonu Esko, Tõnu Esk, Alberto Fernandez-Medarde, Tatiana Foroud, Nelson B Freimer, Jean-Antoine Girault, Diederick E Grobbee, Simonetta Guarrera, Daniel F Gudbjartsson, Anna-Liisa Hartikainen, Andrew C Heath, Victor Hesselbrock, Albert Hofman, Jouke-Jan Hottenga, Matti K Isohanni, Jaakko Kaprio, Kay-Tee Khaw, Brigitte Kuehnel, Jaana Laitinen, Stéphane Lobbens, Jian'an Luan, Massimo Mangino, Matthieu Maroteaux, Giuseppe Matullo, Mark I McCarthy, Christian Mueller, Gerjan Navis, Mattijs E Numans, Alejandro Núñez, Dale R Nyholt, Charlotte N Onland-Moret, Ben A Oostra, Paul F O'Reilly, Miklós Palkovits, Brenda W Penninx, Silvia Polidoro, Anneli Pouta, Inga Prokopenko, Fulvio Ricceri, Eugenio Santos, Johannes H Smit, Nicole Soranzo, Kijoung Song, Ulla Sovio, Michael Stumvoll, Ida Surakk, Thorgeir E Thorgeirsson, Unnur Thorsteinsdottir, Claire Troakes, Thorarinn Tyrfingsson, Anke Tönjes, Cuno S Uiterwaal, André G Uitterlinden, Pim van der Harst, Yvonne T van der Schouw, Oliver Staehlin, Nicole Vogelzangs, Peter Vollenweider, Gérard Waeber, Nicholas J Wareham, Dawn M Waterworth, John B Whitfield, Erich H Wichmann, Gonneke Willemsen, Jacqueline C Witteman, Xin Yuan, Guangju Zhai, Jing H Zhao, Weihua Zhang, Nicholas G Martin, Andres Metspalu, Angela Doering, James Scott, Tim D Spector, Ruth J Loos, Dorret I Boomsma, Vincent Mooser, Leena Peltonen, Kari Stefansson, Cornelia M van Duijn, Paolo Vineis, Wolfgang H Sommer, Jaspal S Kooner, Rainer Spanagel, Ulrike A Heberlein, Marjo-Riitta Järvelin, Paul Elliott.
Proc. Natl. Acad. Sci. U.S.A.
PUBLISHED: 04-06-2011
Show Abstract
Hide Abstract
Alcohol consumption is a moderately heritable trait, but the genetic basis in humans is largely unknown, despite its clinical and societal importance. We report a genome-wide association study meta-analysis of ?2.5 million directly genotyped or imputed SNPs with alcohol consumption (gram per day per kilogram body weight) among 12 population-based samples of European ancestry, comprising 26,316 individuals, with replication genotyping in an additional 21,185 individuals. SNP rs6943555 in autism susceptibility candidate 2 gene (AUTS2) was associated with alcohol consumption at genome-wide significance (P = 4 × 10(-8) to P = 4 × 10(-9)). We found a genotype-specific expression of AUTS2 in 96 human prefrontal cortex samples (P = 0.026) and significant (P < 0.017) differences in expression of AUTS2 in whole-brain extracts of mice selected for differences in voluntary alcohol consumption. Down-regulation of an AUTS2 homolog caused reduced alcohol sensitivity in Drosophila (P < 0.001). Our finding of a regulator of alcohol consumption adds knowledge to our understanding of genetic mechanisms influencing alcohol drinking behavior.
Related JoVE Video
Meta-analysis of genome-wide association for migraine in six population-based European cohorts.
Eur. J. Hum. Genet.
PUBLISHED: 03-30-2011
Show Abstract
Hide Abstract
Migraine is a common neurological disorder with a genetically complex background. This paper describes a meta-analysis of genome-wide association (GWA) studies on migraine, performed by the Dutch-Icelandic migraine genetics (DICE) consortium, which brings together six population-based European migraine cohorts with a total sample size of 10,980 individuals (2446 cases and 8534 controls). A total of 32 SNPs showed marginal evidence for association at a P-value<10(-5). The best result was obtained for SNP rs9908234, which had a P-value of 8.00 × 10(-8). This top SNP is located in the nerve growth factor receptor (NGFR) gene. However, this SNP did not replicate in three cohorts from the Netherlands and Australia. Of the other 31 SNPs, 18 SNPs were tested in two replication cohorts, but none replicated. In addition, we explored previously identified candidate genes in the meta-analysis data set. This revealed a modest gene-based significant association between migraine and the metadherin (MTDH) gene, previously identified in the first clinic-based GWA study (GWAS) for migraine (Bonferroni-corrected gene-based P-value=0.026). This finding is consistent with the involvement of the glutamate pathway in migraine. Additional research is necessary to further confirm the involvement of glutamate.
Related JoVE Video
Genetic architecture of circulating lipid levels.
Eur. J. Hum. Genet.
PUBLISHED: 03-30-2011
Show Abstract
Hide Abstract
Serum concentrations of low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), triglycerides (TGs) and total cholesterol (TC) are important heritable risk factors for cardiovascular disease. Although genome-wide association studies (GWASs) of circulating lipid levels have identified numerous loci, a substantial portion of the heritability of these traits remains unexplained. Evidence of unexplained genetic variance can be detected by combining multiple independent markers into additive genetic risk scores. Such polygenic scores, constructed using results from the ENGAGE Consortium GWAS on serum lipids, were applied to predict lipid levels in an independent population-based study, the Rotterdam Study-II (RS-II). We additionally tested for evidence of a shared genetic basis for different lipid phenotypes. Finally, the polygenic score approach was used to identify an alternative genome-wide significance threshold before pathway analysis and those results were compared with those based on the classical genome-wide significance threshold. Our study provides evidence suggesting that many loci influencing circulating lipid levels remain undiscovered. Cross-prediction models suggested a small overlap between the polygenic backgrounds involved in determining LDL-C, HDL-C and TG levels. Pathway analysis utilizing the best polygenic score for TC uncovered extra information compared with using only genome-wide significant loci. These results suggest that the genetic architecture of circulating lipids involves a number of undiscovered variants with very small effects, and that increasing GWAS sample sizes will enable the identification of novel variants that regulate lipid levels.
Related JoVE Video
Genetic and environmental contributions to self-reported thoughts of self-harm and suicide.
Am. J. Med. Genet. B Neuropsychiatr. Genet.
PUBLISHED: 03-18-2011
Show Abstract
Hide Abstract
Thoughts of self-harm and suicidal behavior are thought to be influenced by both genetics and environment. Molecular genetic studies are beginning to address the question of which genes may be involved and whether different genes may be expressed in men and women. We examined thoughts of self-harm and suicidal behavior in a large general population twin sample including male and female same- and opposite-sex twins. In this study, data on self-reported thoughts of self-harm and suicide were obtained from self-report questionnaires (Beck Depression Inventory and Youth or Adult Self Report forms) in 6,265 twin pairs (11,008 individuals) aged 11-90 (62% female) from the Netherlands Twin Registry. Liability threshold models were compared including sex and age (linear and quadratic) effects. Models were compared using measures of parsimony to calculate the simplest model to the data. A model with additive genetic and unique environmental contributions fitted the data for both males and females. There were no qualitative sex differences, but the relative contributions differed between men and women. Heritability was higher in women (0.74, 95% CI 0.65-0.81) than men (0.45, 95% CI 0.28-0.61). The remaining variance was accounted for by environmental influence unique to an individual. These results suggest contributions from additive genetic factors to self-reported thoughts of self-harm and suicide and support the continued study of both molecular genetic and individual-specific environmental risk factors.
Related JoVE Video
Adolescent personality profiles, neighborhood income, and young adult alcohol use: a longitudinal study.
Addict Behav
PUBLISHED: 03-10-2011
Show Abstract
Hide Abstract
Personality traits and socioeconomic factors such as neighborhood income have been identified as risk factors for future alcohol abuse, but findings have been inconsistent possibly due to interactions between risk and protective factors. The present study examined the prediction of drinking behavior using empirically derived multi-trait patterns and tested for moderation by average neighborhood income. Using latent profile analysis (LPA) in a sample of 863 Dutch adolescents, four empirical personality profiles based on 6 traits were observed: Extraverted, Dysregulated, Neurotic, and Regulated. Dysregulated and Extraverted youth drank higher quantities of alcohol more frequently in young adulthood relative to the Regulated group, above and beyond the effects of baseline adolescent drinking, age, and sex. Profile levels of neuroticism did not appear to affect drinking behavior. Average neighborhood income did not moderate adolescent personality and young adult drinking. These findings suggest that future alcohol research should consider individual trait patterns to inform prevention and intervention efforts, and theories implicating both positive and negative emotionality traits as risk factors for drinking are preferable to those emphasizing the importance of the latter.
Related JoVE Video
Genome-wide association study identifies loci influencing concentrations of liver enzymes in plasma.
John C Chambers, Weihua Zhang, Joban Sehmi, Xinzhong Li, Mark N Wass, Pim van der Harst, Hilma Holm, Serena Sanna, Maryam Kavousi, Sebastian E Baumeister, Lachlan J Coin, Guohong Deng, Christian Gieger, Nancy L Heard-Costa, Jouke-Jan Hottenga, Brigitte Kühnel, Vinod Kumar, Vasiliki Lagou, Liming Liang, Jian'an Luan, Pedro Marques Vidal, Irene Mateo Leach, Paul F O'Reilly, John F Peden, Nilufer Rahmioglu, Pasi Soininen, Elizabeth K Speliotes, Xin Yuan, Gudmar Thorleifsson, Behrooz Z Alizadeh, Larry D Atwood, Ingrid B Borecki, Morris J Brown, Pimphen Charoen, Francesco Cucca, Debashish Das, Eco J C de Geus, Anna L Dixon, Angela Döring, Georg Ehret, Gudmundur I Eyjolfsson, Martin Farrall, Nita G Forouhi, Nele Friedrich, Wolfram Goessling, Daniel F Gudbjartsson, Tamara B Harris, Anna-Liisa Hartikainen, Simon Heath, Gideon M Hirschfield, Albert Hofman, Georg Homuth, Elina Hyppönen, Harry L A Janssen, Toby Johnson, Antti J Kangas, Ido P Kema, Jens P Kühn, Sandra Lai, Mark Lathrop, Markus M Lerch, Yun Li, T Jake Liang, Jing-Ping Lin, Ruth J F Loos, Nicholas G Martin, Miriam F Moffatt, Grant W Montgomery, Patricia B Munroe, Kiran Musunuru, Yusuke Nakamura, Christopher J O'Donnell, Isleifur Olafsson, Brenda W Penninx, Anneli Pouta, Bram P Prins, Inga Prokopenko, Ralf Puls, Aimo Ruokonen, Markku J Savolainen, David Schlessinger, Jeoffrey N L Schouten, Udo Seedorf, Srijita Sen-Chowdhry, Katherine A Siminovitch, Johannes H Smit, Timothy D Spector, Wenting Tan, Tanya M Teslovich, Taru Tukiainen, André G Uitterlinden, Melanie M van der Klauw, Ramachandran S Vasan, Chris Wallace, Henri Wallaschofski, H-Erich Wichmann, Gonneke Willemsen, Peter Würtz, Chun Xu, Laura M Yerges-Armstrong, , Gonçalo R Abecasis, Kourosh R Ahmadi, Dorret I Boomsma, Mark Caulfield, William O Cookson, Cornelia M van Duijn, Philippe Froguel, Koichi Matsuda, Mark I McCarthy, Christa Meisinger, Vincent Mooser, Kirsi H Pietiläinen, Gunter Schumann, Harold Snieder, Michael J E Sternberg, Ronald P Stolk, Howard C Thomas, Unnur Thorsteinsdottir, Manuela Uda, Gérard Waeber, Nicholas J Wareham, Dawn M Waterworth, Hugh Watkins, John B Whitfield, Jacqueline C M Witteman, Bruce H R Wolffenbuttel, Caroline S Fox, Mika Ala-Korpela, Kari Stefansson, Peter Vollenweider, Henry Völzke, Eric E Schadt, James Scott, Marjo-Riitta Järvelin, Paul Elliott, Jaspal S Kooner.
Nat. Genet.
PUBLISHED: 03-08-2011
Show Abstract
Hide Abstract
Concentrations of liver enzymes in plasma are widely used as indicators of liver disease. We carried out a genome-wide association study in 61,089 individuals, identifying 42 loci associated with concentrations of liver enzymes in plasma, of which 32 are new associations (P = 10(-8) to P = 10(-190)). We used functional genomic approaches including metabonomic profiling and gene expression analyses to identify probable candidate genes at these regions. We identified 69 candidate genes, including genes involved in biliary transport (ATP8B1 and ABCB11), glucose, carbohydrate and lipid metabolism (FADS1, FADS2, GCKR, JMJD1C, HNF1A, MLXIPL, PNPLA3, PPP1R3B, SLC2A2 and TRIB1), glycoprotein biosynthesis and cell surface glycobiology (ABO, ASGR1, FUT2, GPLD1 and ST3GAL4), inflammation and immunity (CD276, CDH6, GCKR, HNF1A, HPR, ITGA1, RORA and STAT4) and glutathione metabolism (GSTT1, GSTT2 and GGT), as well as several genes of uncertain or unknown function (including ABHD12, EFHD1, EFNA1, EPHA2, MICAL3 and ZNF827). Our results provide new insight into genetic mechanisms and pathways influencing markers of liver function.
Related JoVE Video
Genome-wide association study identifies six new loci influencing pulse pressure and mean arterial pressure.
Louise V Wain, Germaine C Verwoert, Paul F O'Reilly, Gang Shi, Toby Johnson, Andrew D Johnson, Murielle Bochud, Kenneth M Rice, Peter Henneman, Albert V Smith, Georg B Ehret, Najaf Amin, Martin G Larson, Vincent Mooser, David Hadley, Marcus Dörr, Joshua C Bis, Thor Aspelund, Tonu Esko, A Cecile J W Janssens, Jing Hua Zhao, Simon Heath, Maris Laan, Jingyuan Fu, Giorgio Pistis, Jian'an Luan, Pankaj Arora, Gavin Lucas, Nicola Pirastu, Irene Pichler, Anne U Jackson, Rebecca J Webster, Feng Zhang, John F Peden, Helena Schmidt, Toshiko Tanaka, Harry Campbell, Wilmar Igl, Yuri Milaneschi, Jouke-Jan Hottenga, Veronique Vitart, Daniel I Chasman, Stella Trompet, Jennifer L Bragg-Gresham, Behrooz Z Alizadeh, John C Chambers, Xiuqing Guo, Terho Lehtimäki, Brigitte Kühnel, Lorna M Lopez, Ozren Polašek, Mladen Boban, Christopher P Nelson, Alanna C Morrison, Vasyl Pihur, Santhi K Ganesh, Albert Hofman, Suman Kundu, Francesco U S Mattace-Raso, Fernando Rivadeneira, Eric J G Sijbrands, André G Uitterlinden, Shih-Jen Hwang, Ramachandran S Vasan, Thomas J Wang, Sven Bergmann, Peter Vollenweider, Gérard Waeber, Jaana Laitinen, Anneli Pouta, Paavo Zitting, Wendy L McArdle, Heyo K Kroemer, Uwe Völker, Henry Völzke, Nicole L Glazer, Kent D Taylor, Tamara B Harris, Helene Alavere, Toomas Haller, Aime Keis, Mari-Liis Tammesoo, Yurii Aulchenko, Inês Barroso, Kay-Tee Khaw, Pilar Galán, Serge Hercberg, Mark Lathrop, Susana Eyheramendy, Elin Org, Siim Sõber, Xiaowen Lu, Ilja M Nolte, Brenda W Penninx, Tanguy Corre, Corrado Masciullo, Cinzia Sala, Leif Groop, Benjamin F Voight, Olle Melander, Christopher J O'Donnell, Veikko Salomaa, Adamo Pio D'adamo, Antonella Fabretto, Flavio Faletra, Sheila Ulivi, Fabiola M Del Greco, Maurizio Facheris, Francis S Collins, Richard N Bergman, John P Beilby, Joseph Hung, A William Musk, Massimo Mangino, So-Youn Shin, Nicole Soranzo, Hugh Watkins, Anuj Goel, Anders Hamsten, Pierre Gider, Marisa Loitfelder, Marion Zeginigg, Dena Hernandez, Samer S Najjar, Pau Navarro, Sarah H Wild, Anna Maria Corsi, Andrew Singleton, Eco J C de Geus, Gonneke Willemsen, Alex N Parker, Lynda M Rose, Brendan Buckley, David Stott, Marco Orrù, Manuela Uda, , Melanie M van der Klauw, Weihua Zhang, Xinzhong Li, James Scott, Yii-Der Ida Chen, Gregory L Burke, Mika Kähönen, Jorma Viikari, Angela Döring, Thomas Meitinger, Gail Davies, John M Starr, Valur Emilsson, Andrew Plump, Jan H Lindeman, Peter A C 't Hoen, Inke R König, Janine F Felix, Robert Clarke, Jemma C Hopewell, Halit Ongen, Monique Breteler, Stéphanie Debette, Anita L Destefano, Myriam Fornage, Gary F Mitchell, Nicholas L Smith, Hilma Holm, Kari Stefansson, Gudmar Thorleifsson, Unnur Thorsteinsdottir, Nilesh J Samani, Michael Preuss, Igor Rudan, Caroline Hayward, Ian J Deary, H-Erich Wichmann, Olli T Raitakari, Walter Palmas, Jaspal S Kooner, Ronald P Stolk, J Wouter Jukema, Alan F Wright, Dorret I Boomsma, Stefania Bandinelli, Ulf B Gyllensten, James F Wilson, Luigi Ferrucci, Reinhold Schmidt, Martin Farrall, Tim D Spector, Lyle J Palmer, Jaakko Tuomilehto, Arne Pfeufer, Paolo Gasparini, David Siscovick, David Altshuler, Ruth J F Loos, Daniela Toniolo, Harold Snieder, Christian Gieger, Pierre Meneton, Nicholas J Wareham, Ben A Oostra, Andres Metspalu, Lenore Launer, Rainer Rettig, David P Strachan, Jacques S Beckmann, Jacqueline C M Witteman, Jeanette Erdmann, Ko Willems van Dijk, Eric Boerwinkle, Michael Boehnke, Paul M Ridker, Marjo-Riitta Järvelin, Aravinda Chakravarti, Gonçalo R Abecasis, Vilmundur Gudnason, Christopher Newton-Cheh, Daniel Levy, Patricia B Munroe, Bruce M Psaty, Mark J Caulfield, Dabeeru C Rao, Martin D Tobin, Paul Elliott, Cornelia M van Duijn.
Nat. Genet.
PUBLISHED: 02-10-2011
Show Abstract
Hide Abstract
Numerous genetic loci have been associated with systolic blood pressure (SBP) and diastolic blood pressure (DBP) in Europeans. We now report genome-wide association studies of pulse pressure (PP) and mean arterial pressure (MAP). In discovery (N = 74,064) and follow-up studies (N = 48,607), we identified at genome-wide significance (P = 2.7 × 10(-8) to P = 2.3 × 10(-13)) four new PP loci (at 4q12 near CHIC2, 7q22.3 near PIK3CG, 8q24.12 in NOV and 11q24.3 near ADAMTS8), two new MAP loci (3p21.31 in MAP4 and 10q25.3 near ADRB1) and one locus associated with both of these traits (2q24.3 near FIGN) that has also recently been associated with SBP in east Asians. For three of the new PP loci, the estimated effect for SBP was opposite of that for DBP, in contrast to the majority of common SBP- and DBP-associated variants, which show concordant effects on both traits. These findings suggest new genetic pathways underlying blood pressure variation, some of which may differentially influence SBP and DBP.
Related JoVE Video
Meta-analysis of genome-wide association studies in >80 000 subjects identifies multiple loci for C-reactive protein levels.
Abbas Dehghan, Josée Dupuis, Maja Barbalic, Joshua C Bis, Gudny Eiriksdottir, Chen Lu, Niina Pellikka, Henri Wallaschofski, Johannes Kettunen, Peter Henneman, Jens Baumert, David P Strachan, Christian Fuchsberger, Veronique Vitart, James F Wilson, Guillaume Paré, Silvia Naitza, Megan E Rudock, Ida Surakka, Eco J C de Geus, Behrooz Z Alizadeh, Jack Guralnik, Alan Shuldiner, Toshiko Tanaka, Robert Y L Zee, Renate B Schnabel, Vijay Nambi, Maryam Kavousi, Samuli Ripatti, Matthias Nauck, Nicholas L Smith, Albert V Smith, Jouko Sundvall, Paul Scheet, Yongmei Liu, Aimo Ruokonen, Lynda M Rose, Martin G Larson, Ron C Hoogeveen, Nelson B Freimer, Alexander Teumer, Russell P Tracy, Lenore J Launer, Julie E Buring, Jennifer F Yamamoto, Aaron R Folsom, Eric J G Sijbrands, James Pankow, Paul Elliott, John F Keaney, Wei Sun, Antti-Pekka Sarin, João D Fontes, Sunita Badola, Brad C Astor, Albert Hofman, Anneli Pouta, Karl Werdan, Karin H Greiser, Oliver Kuss, Henriette E Meyer Zu Schwabedissen, Joachim Thiery, Yalda Jamshidi, Ilja M Nolte, Nicole Soranzo, Timothy D Spector, Henry Völzke, Alexander N Parker, Thor Aspelund, David Bates, Lauren Young, Kim Tsui, David S Siscovick, Xiuqing Guo, Jerome I Rotter, Manuela Uda, David Schlessinger, Igor Rudan, Andrew A Hicks, Brenda W Penninx, Barbara Thorand, Christian Gieger, Joe Coresh, Gonneke Willemsen, Tamara B Harris, André G Uitterlinden, Marjo-Riitta Järvelin, Kenneth Rice, Dörte Radke, Veikko Salomaa, Ko Willems van Dijk, Eric Boerwinkle, Ramachandran S Vasan, Luigi Ferrucci, Quince D Gibson, Stefania Bandinelli, Harold Snieder, Dorret I Boomsma, Xiangjun Xiao, Harry Campbell, Caroline Hayward, Peter P Pramstaller, Cornelia M van Duijn, Leena Peltonen, Bruce M Psaty, Vilmundur Gudnason, Paul M Ridker, Georg Homuth, Wolfgang Koenig, Christie M Ballantyne, Jacqueline C M Witteman, Emelia J Benjamin, Markus Perola, Daniel I Chasman.
Circulation
PUBLISHED: 02-07-2011
Show Abstract
Hide Abstract
C-reactive protein (CRP) is a heritable marker of chronic inflammation that is strongly associated with cardiovascular disease. We sought to identify genetic variants that are associated with CRP levels.
Related JoVE Video
Stable genetic effects on symptoms of alcohol abuse and dependence from adolescence into early adulthood.
Behav. Genet.
PUBLISHED: 02-03-2011
Show Abstract
Hide Abstract
Relatively little is known about how genetic influences on alcohol abuse and dependence (AAD) change with age. We examined the change in influence of genetic and environmental factors which explain symptoms of AAD from adolescence into early adulthood. Symptoms of AAD were assessed using the four AAD screening questions of the CAGE inventory. Data were obtained up to six times by self-report questionnaires for 8,398 twins from the Netherlands Twin Register aged between 15 and 32 years. Longitudinal genetic simplex modeling was performed with Mx. Results showed that shared environmental influences were present for age 15-17 (57%) and age 18-20 (18%). Unique environmental influences gained importance over time, contributing 15% of the variance at age 15-17 and 48% at age 30-32. At younger ages, unique environmental influences were largely age-specific, while at later ages, age-specific influences became less important. Genetic influences on AAD symptoms over age could be accounted for by one factor, with the relative influence of this factor differing across ages. Genetic influences increased from 28% at age 15-17 to 58% at age 21-23 and remained high in magnitude thereafter. These results are in line with a developmentally stable hypothesis that predicts that a single set of genetic risk factors acts on symptoms of AAD from adolescence into young adulthood.
Related JoVE Video
ADHD in Dutch adults: heritability and linkage study.
Am. J. Med. Genet. B Neuropsychiatr. Genet.
PUBLISHED: 02-03-2011
Show Abstract
Hide Abstract
Attention deficit/hyperactivity disorder (ADHD) is a neurodevelopmental phenotype that persists into adulthood. This study investigated the heritability of inattentive and hyperactive symptoms and of total ADHD symptomatology load (ADHD index) in adults and performed linkage scans for these dimensions. Data on sibling pairs and their family members from the Netherlands Twin Register with genotype and phenotype data for inattention, hyperactivity and ADHD index (?750 sib-pairs) were analyzed. Phenotypes were assessed with the short self-report form of the Conners Adult ADHD Rating Scales (CAARS). Heritabilities were estimated in SOLAR under polygenic models. Genome-wide linkage scans were performed using variance components (VC) in MERLIN and MINX and model-based linkage analysis was carried out in MENDEL with empirical evaluation of the results via simulations. Heritability estimates for inattention, hyperactivity and ADHD index were 35%, 23%, and 31%, respectively. Chromosomes 18q21.31-18q21.32 (VC LOD?=?4.58, p(emp) ?=?0.0026) and 2p25.1 (LOD?=?3.58, p(emp) ?=?0.0372) provided significant evidence for linkage for inattention and the ADHD index, respectively. The QTL on chromosome 2p25.1 also showed suggestive linkage for hyperactivity. Two additional suggestive QTLs for hyperactivity and the ADHD index shared the same location on chromosome 3p24.3-3p24.1. Finally, a suggestive QTL on 8p23.3-8p23.2 for hyperactivity was also found. Heritability of inattention, hyperactivity and total ADHD symptoms is lower in adults than in children. Chromosomes 18q and 2p are likely to harbor genes that influence several aspects of adult ADHD.
Related JoVE Video

What is Visualize?

JoVE Visualize is a tool created to match the last 5 years of PubMed publications to methods in JoVE's video library.

How does it work?

We use abstracts found on PubMed and match them to JoVE videos to create a list of 10 to 30 related methods videos.

Video X seems to be unrelated to Abstract Y...

In developing our video relationships, we compare around 5 million PubMed articles to our library of over 4,500 methods videos. In some cases the language used in the PubMed abstracts makes matching that content to a JoVE video difficult. In other cases, there happens not to be any content in our video library that is relevant to the topic of a given abstract. In these cases, our algorithms are trying their best to display videos with relevant content, which can sometimes result in matched videos with only a slight relation.