HyperQuant

HyperQuant integrates identification and quantitation results to process higher order multiplexing (HOM) quantitative proteomics data from techniques such as multitagging, cPILOT, hyperplexing, BONPlex, and MITNCAT.


Key Features:

  • Integration of identification and quantitation results: Integrates identification outputs from search engines such as MaxQuant with QuantWiz^IQ quantitation to combine peptide/protein identifications and quantitative measurements.
  • Mapper and Combiner modules: Uses Mapper and Combiner modules to integrate labeled data with peptide-spectrum-match (PSM) intensity and ratio information across PSM label combinations.
  • Replicate and fraction combination: Combines replicates and fractions prior to protein-level summarization of intensities and ratios.
  • Label flexibility: Handles any combination of MS^1 and MS^2 labels to support diverse HOM experimental designs.

Scientific Applications:

  • Hyperplexing analysis: Processes hyperplexing datasets, including high-plex experiments such as 18-plex, for quantitative proteomics.
  • BONplex and related HOM workflows: Analyzes BONplex datasets and other HOM workflows including multitagging, cPILOT, and MITNCAT.
  • Proteomics research: Enables biomarker discovery, pathway analysis, and systems biology studies through integrated HOM quantitation.

Methodology:

Integrates identification results (e.g., MaxQuant or other search engines) with QuantWiz^IQ quantitation, applies Mapper and Combiner modules to merge labeled PSM intensity/ratio data across label combinations, combines replicates and fractions, and summarizes protein intensities and ratios.

Topics

Details

Tool Type:
command-line tool
Added:
1/18/2021
Last Updated:
2/1/2021

Operations

Publications

Aggarwal S, Kumar A, Jamwal S, Midha MK, Talukdar NC, Yadav AK. HyperQuant—A Computational Pipeline for Higher Order Multiplexed Quantitative Proteomics. ACS Omega. 2020;5(19):10857-10867. doi:10.1021/acsomega.0c00515. PMID:32455206. PMCID:PMC7240821.

PMID: 32455206
PMCID: PMC7240821
Funding: - Indian Council of Medical Research: BIC/11/(17)/2015 - Department of Biotechnology , Ministry of Science and Technology: 102/IFD/SAN/1048/2016-2017, BT/07/IYBA/2013, BT/PR16456/BID/7/624/2016