Peak Alignment

Peak alignment is a data-processing method that matches corresponding signal peaks across analytical measurements, allowing biological samples to be compared despite differences in signal position or timing. The process detects common features and corrects systematic shifts, such as variation in chromatographic retention time or spectral position, so peaks representing the same compound or molecular signal are placed consistently. In biology, peak alignment supports reliable analysis of metabolomics, proteomics, and other high-throughput datasets by improving feature matching, reducing technical variation, and enabling downstream statistical comparisons. Accurate alignment can strengthen biomarker discovery and help distinguish biological changes from measurement-related artifacts.

Peak Alignment - Related Videos

Education

JoVE Core - Analytical Chemistry

IR Spectrum Peak Splitting: Symmetric vs Asymmetric Vibrations

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2024

Identical bonds within a polyatomic group can stretch symmetrically (in-phase) or asymmetrically (out-of-phase). Similar to hydrogen bonding, these vibrations also influence the shape of the IR peak. Generally, asymmetric stretching frequencies are higher than symmetric stretching frequencies. For example, primary amines exhibit two distinct IR peaks between 3300–3500 cm−1 corresponding to the symmetric and asymmetric N-H stretching, while secondary amines exhibit a single stretching vibration...

IR Spectrum Peak Intensity: Dipole Moment

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2024

The dipole moment of a bond is the product of the partial charge on either atom and the distance between them. Dipole moments influence the efficiency of IR absorption and the peak intensity. When a bond with a dipole moment is placed in an electric field, the direction of the field determines if the bond is compressed or stretched. Electromagnetic radiation consists of an electric field component that rapidly reverses direction. It follows that polar bonds are alternately stretched and...

IR Spectrum Peak Intensity: Amount of IR-Active Bonds

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2024

When infrared radiation is passed through a molecule, absorption occurs if the molecule's vibration leads to a substantial change in its bond dipole moment. Transitions between vibrational energy levels, typically corresponding to infrared frequencies (4000–400 cm−1), allow absorption if the vibration significantly alters the dipole moment, making the molecule infrared active. The molecular bonds have different stretching and bending vibrations, resulting in various peaks with varying...

IR Spectrum Peak Broadening: Hydrogen Bonding

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2024

The vibrational frequency of a bond is directly proportional to its bond strength. As a result, stronger bonds vibrate at higher frequencies, while weaker bonds vibrate at lower frequencies. The stretching vibration of the strong O–H bond in alcohols and phenols (very dilute solution or gas phase) appears as a sharp peak at 3600–3650 cm−1. However, the extent of hydrogen bonding influences the observed stretching frequency and band broadening. Intermolecular or intramolecular hydrogen bonding...

Research

JoVE Journal - Biology
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Assembly, Loading, and Alignment of an Analytical Ultracentrifuge Sample Cell

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Cited by 21 •

2009

The analytical ultracentrifuge (AUC) sample cell holds sample and reference buffer and during experiments and is exposed to high vacuum and rotor speeds up to 60,000 rpm. This video will demonstrate the rigorous attention to detail necessary for assembly, loading and alignment of this very important component of an AUC experiment.

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