Analysis of Combinatorial miRNA Treatments to Regulate Cell Cycle and Angiogenesis

Summary

miRNA therapeutics have significant potential in regulating cancer progression. Demonstrated here are analytical approaches used for identification of the activity of a combinatorial miRNA treatment in halting cell cycle and angiogenesis.

Abstract

Lung cancer (LC) is the leading cause of cancer-related deaths worldwide. Similar to other cancer cells, a fundamental characteristic of LC cells is unregulated proliferation and cell division. Inhibition of proliferation by halting cell cycle progression has been shown to be a promising approach for cancer treatment, including LC.

miRNA therapeutics have emerged as important post-transcriptional gene regulators and are increasingly being studied for use in cancer treatment. In recent work, we utilized two miRNAs, miR-143 and miR-506, to regulate cell cycle progression. A549 non-small cell lung cancer (NSCLC) cells were transfected, gene expression alterations were analyzed, and apoptotic activity due to the treatment was finally analyzed. Downregulation of cyclin-dependent kinases (CDKs) were detected (i.e., CDK1, CDK4 and CDK6), and cell cycle halted at the G1/S and G2/M phase transitions. Pathway analysis indicated potential antiangiogenic activity of the treatment, which endows the approach with multifaceted activity. Here, described are the methodologies used to identify miRNA activity regarding cell cycle inhibition, induction of apoptosis, and effects of treatment on endothelial cells by inhibition of angiogenesis. It is hoped that the methods presented here will support future research on miRNA therapeutics and corresponding activity and that the representative data will guide other researchers during experimental analyses.

Introduction

The cell cycle is a combination of multiple regulatory events that allow duplication of DNA and cell proliferation through the mitotic process¹. Cyclin-dependent kinases (CDKs) regulate and promote the cell cycle². Among them, the mitotic CDK (CDK1) and interphase CDKs (CDK2, CDK4, and CDK6) have a pivotal role in cell cycle progression³. Retinoblastoma protein (Rb) is phosphorylated by the CDK4/CDK6 complex to allow cell cycle progression⁴, and CDK1 activation is essential for successful cell division⁵. Numerous CDK inhibitors have been developed and evaluated in clinical trials over the last few decades, indicating the potential of targeting CDKs in cancer treatment. In fact, three CDK inhibitors have been approved for the treatment of breast cancer recently^6,7,8,9,10. Thus, CDKs, and in particular, CDK1 and CDK4/6, are of great interest in regulating cancer cell progression.

miRNAs (miRs) are small, non-coding RNAs and post-transcriptional regulators of gene expression, regulating approximately 30% of all human genes¹¹. Their activity is based on translational repression or degradation of messenger RNAs (mRNAs)¹². Illustrative of their biological significance, more than 5,000 miRNAs have been identified and a single miRNA molecule can regulate multiple genes^11,13. More importantly, miRNA expression has been associated with different diseases and disease statuses, including cancer¹³. In fact, miRNAs have been characterized as oncogenic or tumor suppressors, being capable to either promote or suppress tumor development and progression^14,15. The relative expression of miRNAs in diseased tissues can regulate disease progression; thus, exogenous delivery of miRNAs has therapeutic potential.

Lung cancer is the leading cause of cancer-related deaths and greater than 60% of all lung malignancies are non-small cell lung cancers^16,17, with a 5-year survival rate of less than 20%¹⁸. The use of miR-143-3p and miR-506-3p was recently evaluated for targeting the cell cycles in lung cancer cells¹¹. miR-143 and miR-506 have sequences that are complementarity to CDK1 and CDK4/CDK6, and the effects of these two miRs on A549 cells were analyzed. The experimental details are presented and discussed in this paper. Gene expression, cell cycle progression, and apoptosis were evaluated using different experimental designs and timepoints following transfection. We used real-time quantitative PCR (RT-qPCR) methods along with microarray analysis to measure specific gene expression, and next-generation RNA sequencing was used to determine global gene dysregulation¹¹. The latter method identifies the relative abundance of each gene's transcript with high sensitivity and reproducibility, while thousands of genes can be analyzed from a single experimental analysis. Additionally, apoptotic analysis due to miRNA treatment was performed and is described here. Bioinformatics supplemented the pathway analysis. Presented here are protocols used for analysis of the therapeutic potential of the combinatorial miR-143 and miR-506.

The main purpose of this protocol is to identify the effects of miRNAs in cells, with a focus on the cell cycle. The variety of techniques presented here span from gene expression analysis pre-translation (using qPCR) to elaborate and novel techniques for gene analysis at the protein level, such as microarray analysis. It is hoped that this report is helpful for researchers interested in working with miRNAs. Additionally, methodology for flow cytometric analysis of the cell cycle and apoptosis of cells is presented.

Protocol

1. miR-143 and miR-506 transfection

CAUTION: Use latex gloves, protective eyeglasses, and a laboratory coat while performing the described experiments. When required, use the biosafety cabinet with the cabinet fan on, without blocking the airways or disturbing the laminar airflow. Always set the protecting glass window to the appropriate height, as described by the manufacturer.

1. Seed NSCLC A549 cells in a T25 cm² flask/6/96 well plate in DMEM/F12K media supplemented with 10% FBS and 1% penicillin-streptomycin (culture media) in a tissue culture hood and incubate overnight at 37 °C with 5% CO₂ in a tissue culture incubator.
2. Suspend miR-143 and/or miR-506 mimics, or scramble siRNA with transfecting agent (2.4 µg of miR were mixed with 14 µL of transfecting agent; see Table of Materials) in 500 µL of transfection media and 1.5 mL of serum and antibiotic-free DMEM/F12K media at a final miRNA concentration of 100 nM. miRNA amount may require optimization on different cells and concentrations. Appropriate approaches include the transfection of cells with increasing concentrations of miRNA (i.e., 50-200 nM) and evaluation of expression downregulation of the genes of interest.
3. Remove culture media from flask/plate and wash once with 1x PBS.
4. Add miRNA/scramble-transfecting agent complexes and incubate at 37 °C with 5% CO₂ for 6 h (flask size defines the added incubation volume).
5. Replace the media with 4 mL of culture media and incubate cells for 24 h and/or 48 h.
6. Harvest transfected cells by trypsinization, by adding 1 mL of trypsin-EDTA in each T25 cm² flask, incubate for 5-10 min at 37 °C, and add 3 mL of culture media to harvest the cells. Place the contents of each flask into a separate, marked 15 mL tube. Work in a tissue culture hood.
7. Centrifuge at 751 x g for 5 min and remove the supernatant.
   NOTE: Caution is required during supernatant removal, as agitation of the tube may cause loss of cells.
8. Add 2 mL of 1x PBS and centrifuge for 5 min at 751 x g.
9. Repeat steps 7 and 8 once to remove any traces of media and supernatant.
   NOTE: At this stage, sample tubes can be stored at -80 °C or can be used immediately.

2. RNA extraction

1. Clean the work area by spraying with 70% isopropyl alcohol and RNAse decontamination solution.
2. RNA extraction should be performed using an appropriate RNA kit (see Table of Materials).
3. Remove the tubes from -80 °C and allow them to thaw. Add 300 µL of lysis buffer and pipette up and down to break the cell membrane.
4. Add an equal volume of 100% ultra-pure ethanol.
5. Mix well and place in separating column.
6. Centrifuge between 11 and 16 x g for 30 s and remove the flow-through.
7. Add 400 µL of washing buffer and centrifuge to remove the buffer.
8. Add 5 µL of DNAse I with 75 µL of DNA digestion buffer in each sample and incubate for 15 min.
9. Wash the sample with 400 µL of RNA prep buffer.
10. Wash 2x with RNA wash buffer.
11. Add nuclease-free water to the column, centrifuge, then collect the RNA.
12. Measure total RNA concentration with a UV spectrophotometer.

3. RT-qPCR

1. Prior to RT-qPCR, synthesize the cDNA. Subsequent to RNA concentration quantification, place 1 µg of RNA in a 20 µL final volume of reaction to prepare cDNA in a PCR tube. Always work on a clean bench.
2. All other necessary ingredients are included in Table 1.

Ingredients	Quantity (µL)/sample (20 µL)
5X cDNA Master mix	4
dNTPs	2
Random hexamers	1
RT enhancer	1
Verso enzyme mix	1
DNase and RNase free water	Required qty after adding RNA to make 20 µL

Table 1: Materials for cDNA synthesis from RNA samples. Required quantities of respective ingredients to prepare a master mix for one sample for cDNA synthesis.

3. Incubate in a thermal cycler with the following temperature conditions: 42 °C for 30 min; 95 °C for 2 min; 4 °C until collection of samples.
4. Use immediately in regular PCR or qPCR, or store cDNA at -20 °C.
5. Prepare forward and reverse primer solutions with DNase/RNase-free water at a concentration of 10 µM from stock primer solution.
6. Prepare separate master mixes for each gene to be detected, according to the number of samples. For each cDNA sample (qPCR well), the reaction quantity is prepared according to Table 2.

Ingredients	Quantity (µL)/sample (20 µL)
SYBR master mix	10
Forward Primer - 10 μM	2
Reverse Primer - 10 μM	2
DNase and RNase free water	3
cDNA sample	3

Table 2: Materials for quantitative real-time PCR from cDNA samples. Required quantity of ingredients to prepare a master mix for one sample for qPCR.

7. Place each sample in the respective wells.
8. Design the sample layout for the 96 well qPCR plate. For each sample and analyzed gene, perform the reaction in triplicates, or at least in duplicates.
9. Seal the 96 well plate with an optically clear adhesive cover.
10. Quick-spin the plate to allow the reaction mixture to reach the bottom of each well.
11. Run RT-qPCR according to the following thermal gradient:
    1) 50 °C for 2 min
    2) 95 °C for 2 min
    3) 95 °C for 15 s
    4) Take reading
    5) 60 °C for 1.5 min
    6) Repeat step 3 for 39 times
12. Run the following thermal gradient in continuation of the above to determine melting curve which indicates single product amplification.
    7) 65 °C for 0.31 min
    8) +0.5 °C/cycle
    9) Plate read
    10) Repeat step 8 for 60 times until reaching 95 °C
    11) 72 °C for 2 min

4. Agarose gel electrophoresis to confirm single gene amplification

1. Prepare 1% agarose gel in 1x TBE buffer.
2. Add ethidium bromide (EtBr) in warm (~50 °C) gel until achieving a final concentration of approximately 0.2-0.5 µg/mL. EtBR binds with DNA and allows it to be visualized under UV light in a gel imager.
3. Pour warm gel in a gel tray supplied with an electrophoresis gel box. Attach the provided comb tightly for uniform wells.
4. Allow the gel to rest and cool to room temperature (RT) for ~30 min.
5. When the gel is solidified, place the gel and tray in the gel box.
6. Fill the gel box with 1x TBE buffer until the gel is completely covered.
7. Measure the concentration of the DNA from PCR amplification process using a UV spectrometer.
8. Take ~15 ng of DNA in a small PCR tube, add 5 µL of dye, and add the required amount of nuclease-free water to achieve a 15 µL total volume.
9. Load the DNA ladder and samples into the wells.
10. Run the gel at 100 V until the dye line is approximately 75%-80% down the gel.
    NOTE: Make sure the gel runs from a negative to positive charge.
11. Remove the gel and place it in the gel imager to visualize DNA.

5. Cell cycle analysis

1. Seed 5 x 10⁵ cells for each sample in a T25 cm² flask and perform a transfection according to the protocol described in section 1, steps 1-5.
2. After 24 h and 48 h, then harvest the cells by trypsinization.
3. Transfer the cell suspensions to 15 mL sterile tubes and label them properly.
4. Centrifuge samples at 751 x g for 5 min and discard the supernatant.
5. Add 2 mL of ice-cold 1x PBS, vortex, and centrifuge at 751 x g for 5 min. Discard the supernatant.
6. Repeat the washing step with 1x PBS to remove residual media.
7. Resuspend and break the pellet by adding 200 µL of ice-cold 1x PBS by pipetting.
8. Fix the cells by adding 2 mL of 70% ice-cold ethanol dropwise to the tube while vortexing gently.
9. Incubate tubes for 30 min at RT and place the tubes at 4 °C for 1 h.
10. Remove tubes from 4 °C and centrifuge at 751 x g for 5 min.
11. Add 2 mL of ice-cold 1x PBS, vortex, and centrifuge at 751 x g for 5 min. Discard the supernatant.
12. Add 500 µL of 1x PBS with propidium iodide (50 µg/mL) and ribonuclease A (200 µg/mL)
13. Incubate for 30 min at RT while protecting the samples from light.
14. Acquire data on flow cytometer. Use forward vs. side scatter (FSC vs. SSC) to select the main population of cells, excluding debris at the bottom left corner of the FSC vs. SSC density plot and cell clusters at the top to top-right side of the FSC vs. SSC density plot.
15. Analyze data for identification of cell populations per cell cycle stage with appropriate software.

6. Apoptosis assay

1. Seed 5 x 10⁵ cells for each sample in a T25 cm² flask and perform a transfection according to the protocol described in section 1, steps 1-5.
2. After 24 h and 48 h, harvest the cells by trypsinization.
3. Transfer the cell suspensions to 15 mL sterile tubes and label them properly.
4. Centrifuge at 751 x g for 5 min and discard the supernatant.
5. Add 2 mL of ice-cold 1x PBS, vortex, and centrifuge at 751 x g for 5 min. Discard the supernatant.
6. Repeat the washing step with 1x PBS to remove residual media.
7. Dilute 10x Annexin V binding buffer to 1x with ice-cold dH₂O.
8. Add 1 mL of 1x Annexin V binding buffer to each sample tube and resuspend gently.
9. Place 96 µL of cell suspension in a 1.5 mL microcentrifuge tube.
10. Add 1 µL of Annexin V-FITC conjugate and 12.5 µL of propidium iodide (PI) to the tube containing the cell suspension.
11. Incubate the cell suspension for 10 min on ice in the dark.
12. Add 250 µL ice-cold 1x Annexin V binding buffer to each sample tube to dilute.
13. Analyze samples with flow cytometer immediately.

7. Protein expression by antibody cell cycle microarray

1. Seed 5 x 10⁵ cells for each sample in T25 cm² flasks and perform a transfection according to the protocol described in section 1, steps 1-5.
2. After 24 h and 48 h, harvest cells by trypsinization.
3. Transfer cell suspensions to 15 mL tubes and label them accordingly.
4. Centrifuge at 751 x g for 5 min and discard the supernatant.
5. Add 2 mL of ice-cold 1x PBS, vortex and centrifuge at 751 x g for 5 min. Discard the supernatant.
6. Repeat the washing step with 1x PBS.
7. Add 150 µL of lysis buffer supplemented with protease inhibitors. Pipet up and down gently to disrupt the cell membranes.
8. To prevent any lysis buffer interference, perform a buffer exchange to replace the lysis buffer with labeling buffer, using the manufacturer's solvent exchanging columns.
9. Quantify the total protein with a BCA assay.
10. Take 70 µg of protein sample and add labeling buffer to achieve a final volume of 75 µL.
11. Add 100 µL of dimethylformamide (DMF) to 1 mg of biotin reagent (biotin/DMF).
12. Add 3 µL of the biotin/DMF to each protein sample (biotinylated protein sample) and incubate for 2 h at RT.
13. Add 35 µL of stop reagent and mix by vortexing.
14. Incubate samples at RT for 30 min.
15. Remove the microarray slides from the refrigerator so that they warm to RT for 1 h before use.
16. Perform blocking for non-specific binding by incubating the slides with 3% dry milk solution (in blocking reagent provided by manufacturer) in a Petri dish with continuous shaking for 45 min at RT.
17. Wash the slides with ddH₂O water (unless otherwise specified, washing takes place with ddH₂O).
18. Repeat the washing step ~10x to completely remove the blocking solution from the slide surfaces. This is important to achieve a uniform and low background.
19. Remove excessive water from the slide surfaces and proceed to the next step without letting the slides dry.
20. Prepare coupling solution by dissolving 3% dry milk in a coupling reagent.
21. Add 6 mL of the coupling solution and to the full quantity of the previously prepared biotinylated protein sample from step 7.12.
22. Place one slide in one well of the coupling chamber provided by the vendor and add ~6 mL of protein coupling mix to it.
    NOTE: Ensure that the slide is completely submerged in protein coupling mix solution.
23. Cover the coupling chamber and incubate for 2 h at RT with continuous agitation in an orbital shaker.
24. Transfer the slides to a Petri dish and add 30 mL of 1x washing buffer. Place the Petri dish in orbital shaker, shake for 10 min, and discard the solution.
25. Repeat step 7.24 2x.
26. Rinse the slides with ddH₂O water extensively as described in steps 7.17 and 7.18 and proceed to next step immediately to avoid drying.
27. Add 30 µL of Cy3-streptavidin (0.5 mg/mL) in 30 mL of detection buffer.
28. Place the slide in a Petri dish and add 30 mL of detection buffer containing Cy3-streptavidin.
29. Incubate in an orbital shaker for 20 min with continuous shaking protected from light.
    NOTE: Cy-3 is a fluorescent dye. Cover with aluminum foil or operate under dark conditions to maintain fluorescence intensity.
30. Perform steps 7.24-7.26 and allow the slide to dry using a gentle stream of air or placing the slide in a 50 mL conical tube and centrifuge at 1300 x g for 5-10 min.
31. Place the slide in slide holder and cover with aluminum foil.
32. Scan the slide in a microarray scanner with the appropriate excitation and emission wavelengths. In the case of Cy3, the excitation wavelength peak is at ~550 nm and emission peak at ~570 nm.
33. Analyze the data (see Table of Materials) for software used).

8. RNA sequencing

1. Seed 5 x 10⁵ cells for each sample in T25 cm² flasks and perform a transfection according to the protocol described in section 1, steps 1-5.
2. After 24 h and 48 h, harvest the cells by trypsinization.
3. Transfer the cell suspensions to 15 mL tubes and label them accordingly.
4. Extract RNA according to section 2, steps 1-6.
5. Check RNA quality as well as concentration with a bioanalyzer. An RNA integrity score (RIN) above eight and appropriate histograms are necessary to confirm RNA quality.
6. From the total RNA, use ~2 µg of the sample for RNA sequencing (messenger RNA from total RNA)
7. Sequence using a next-generation sequencer¹¹.
8. Run quality trimming and map with a reference genome from FASTQ files generated from the RNA sequencing machine¹¹.
9. Upload FASTQ files and raw read the count data to Genebank, following the instructions of the <https://www.ncbi.nlm.nih.gov/> website.
   NOTE: See accession number SRP133420 for previous results.

9. Tube formation assay

1. Assess the angiogenic potential of miRNA-transfected human umbilical vein endothelial cells (HUVECs) 36 h post-transfection, as described in section 1, steps 1-5, using HUVEC cells instead of A549 cells.
2. Starve HUVECs with M199 starvation media for 4 h at 37 °C with 5% CO₂.
3. Remove reduced growth factor basement membrane matrix from -80 °C and store at 4 °C overnight, allowing gradual thawing to avoid bubble formation and polymerization.
4. Carefully and slowly coat wells of a 96 well plate with 0.04 mL of reduced growth factor basement membrane matrix, avoiding bubble formation. Perform the whole procedure under a laminar flow hood.
5. Fill adjacent wells of the 96 well plate with 0.1 mL of PBS to maintain humidity and preserve temperature.
6. Incubate the 96 well plate at 37 °C for at least 20 min so that polymerization of basement membrane extract is achieved. Do not incubate for more than 1 h.
7. Trypsinize transfected HUVECs from each group and resuspend in medium M199 at a concentration of 1 x 10⁵ cells/mL.
8. Add 0.1 mL of each cell suspension to the wells containing polymerized basement membrane matrix in the 96 well plate.
9. Incubate the 96 well plate at 37 °C with 5% CO₂ while preparation of the growth factors takes place. Preparation of growth factors also takes place under the laminar flow hood.
10. Reconstitute growth factors (VEGF) in 2x the final desired concentration (4 ng/mL concentration for 2 ng/mL final concentration) and add 0.1 mL of growth factor-containing M199 starvation medium on top of the 0.1 mL of M199 starvation medium with the cells. For non-VEGF-treated wells, add 0.1 mL of M199 starvation medium on top of the 0.1 mL of M199 starvation medium with the cells.
11. Incubate the 96 well plate for 6 h at 37 °C with 5% CO₂.
12. At the end of the incubation period, obtain images of each well with 4x magnification, using a brightfield microscope connected with a digital camera.
13. Process images with software equipped with an "angiogenesis analyzer" plug-in¹⁹. Use three parameters, the number of nodes, number of junctions, and total sprout length, to compare the effects of miRNA treatment on angiogenesis.

Results

Gene expression analysis using RT-qPCR and gel electrophoresis

Differential gene expression analysis using RT-qPCR demonstrated significant downregulation of the targeted genes CDK1, CDK4, and CDK6. CDK1 and CDK4/6 were shown to be instrumental for the G2/M and G1/S transitions, respectively. The performed analysis allowed direct comparison between individual miRs and combinatorial miR activity. The use of scram...

Discussion

miRNAs can operate as targeted therapies for cancer treatment, recognizing the dysregulation of expression levels in diseased vs. normal tissues. This study aimed to determine miRNAs that potentially halt cell cycle progression during multiple stages. It was identified that miR-143 and miR-506 halt the cell cycle of cancer cells, and the presented protocols aimed to comprehend the activity of this combinatorial miRNA treatment.

The described methodologies provide an overarching understanding o...

Materials

List of materials used in this article

Name	Company	Catalog Number	Comments
-80 °C Freezer	VWR	VWR40086A
96 well plate	CELLTREAT Scientific	50-607-511
96-well Microwell Plates	Thermo Scientific	12-556-008
A549 Non Small Cell Lung Cancer Cells	ATCC	ATCC CCL-185
Agarose	VWR	0710-25G
Agilent 2100 Bioanalyzer	Agilent Technologies	G2938c
Ambion Silencer Negative Control No. 1 siRNA	Ambion	AM4611
Antibiotic-Antimycotic Solution (100x)	Gibco	15240-062
Antibody Array Assay Kit, 2 Reactions	Full Moon Bio	KAS02
Bright field microscope	Microscoptics	IV-900
Bright field microscope	New Star Environment LLC
Cell Cycle Antibody Array, 2 Slides	Full Moon Bio	ACC058
Cell Logic+ Biosafety Cabinate	Labconco	342391100
Cellquest Pro	BD bioscience	Steps 5.14; 6.13: Used for calculating the population distrubution according to the cell cycle  phase and for  calculating the population distribution for the analysis of apoptosis
CFX96 Real Time System	BioRad	CFX96 Optics Module
Chemidoc Touch Imaging System	BioRad	Chemidoc Touch Imaging System
CO2 Incubator	Thermo Scientific	HERAcell 150i
Cultrex Reduced Growth Factor Basement Membrane Matrix	Trevigen	3433-010-01
Digital Camera	AmScope	FMA050
DMEM 4.5 g/L Glucose, w/out Sodium Pyruvate, w/ L-Glutamine	VWR	VWRL0100-0500
DNAse I	Zymo Research	E1010
Endothelial Cell Growth Supplement (ECGS)	BD Biosciences	356006
Eppendorf Pipette Pick-A-Pack Sets	Eppendrof	05-403-152
Ethanol, Absolute (200 Proof), Molecular Biology Grade,	Fisher BioReagents	BP2818500
Ethidium bromide	Alfa acar	L07462
F-12K Nutrient Mixture (Kaighn's Mod.) with L-glutamine, Corning	Corning	45000-354
FACS Calibur Flowcytometer	Becton Dickinson
Fetal Bovine Serum - Premium	Antlanta Biologicals	S11150
Fetal Bovine Serum (FBS)	Fisher Scientific	10438026
Fisherbrand Basix Microcentrifuge Tubes with Standard Snap Caps	Fisherbrand Basix	02-682-002
Forma Series II water Jacket CO2 incubator	Thermo Scientific
Heparin Solution (5000 U/mL)	Hospira	NDC#63739-920-11
Horixontal Electrophoresis system	Benchtop lab system	BT102
hsa-miR-143-3p miRNA Mimic	ABM	MCH01315
hsa-miR-506-3p miRNA Mimic	ABM	MCH02824
Human Recombinant Vascular Endothelial Growth Factor (VEGF)	Thermo Scientific	PHC9394
Human Umbilical Vein Endothelial Cells (HUVEC)	Individual donors	IRB# A15-3891
HyClone Phosphate Buffered Saline (PBS)	Fisher Scientific	SH30256FS
Ingenuity Pathway Analysis	Qiagen	Results: Used for bioinformatics pathway analysis
Invitrogen UltraPure DNase/RNase-Free Distilled Water	Invitrogen	10-977-015
Lipofectamine 2000	Invitrogen	11-668-027
Loading dye 10X	ward's science+	470024-814
Medium M199 (with Earle′s salts, L-glutamine and sodium bicarbonate)	Sigma Aldrich	M4530
Microscope Digital Camera	AmScope	MU130
Modfit LT	Verity Software	Step 5.15: Alternative software for analysis of cell cycle population distributions
Nanodrop	Thermo Scientific	NanoDrop one C
Opti-MEM	Gibco by life technologies	31985-070
Penicillin-streptomycin 10/10	Antlanta Biologicals	B21210
Power UP sybr green master mix	Applied Biosystems	A25780
Propidium Iodide	MP Biochemicals LLC	IC19545825
Proscanarray HT Microarray scanner	Perkin elmer	ASCNPHRG. We used excitation laser wavelength at 543 nm.
q PCR optical adhesive cover	Applied Biosystems	4360954
Quick-RNA Kits	Zymo Research	R1055
Ribonuclease A from Bovine pancreas	Sigma	R6513-50MG
ScanArray Express	PerkinElmer	Step 7.33: Microarray analysis software
Shaker	Thermo Scientific	2314
SimpliAmp Thermal Cycler	Applied Biosystems
SpectraTube Centrifuge Tubes 15ml	VWR	470224-998
SpectraTube Centrifuge Tubes 50ml	VWR	470225-004
TBS Buffer, 20x liquid	VWR	10791-796
Temperature controlled  centrifuge matchine	Thermo Scientific	ST16R
Temperature controlled micro centrifuge matchine	Eppendrof	5415R
Thermo Scientific BioLite Cell Culture Treated Flasks	Thermo Scientific	12-556-009
Thermo Scientific Pierce BCA Protein Assay	Thermo Scientific	PI23225
Thermo Scientific Pierce RIPA Buffer	Thermo Scientific	PI89900
Thermo Scientific Thermo-Fast 96-Well Full-Skirted Plates	Thermo Scientific	AB0800WL
Thermo Scientific Verso cDNA synthesis Kit (100 runs)	Thermo Scientific	AB1453B
Ultra Low Range DNA Ladder	Invitrogen	10597012
VWR standard solid door laboratory refrigerator	VWR