4.6 Article

An Integrated Quantitative Proteomics Workflow for Cancer Biomarker Discovery and Validation in Plasma

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FRONTIERS IN ONCOLOGY
卷 10, 期 -, 页码 -

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FRONTIERS MEDIA SA
DOI: 10.3389/fonc.2020.543997

关键词

cancer biomarker; multiplexed quantitative proteomics; targeted proteomics; label-free quantitation; multiple reaction monitoring; parallel reaction monitoring

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资金

  1. Uchhatar Avishkar Yojana (UAY-MHRD) [34_IITB (2016)]
  2. IIT Bombay fellowship

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Blood plasma is one of the most widely used samples for cancer biomarker discovery research as well as clinical investigations for diagnostic and therapeutic purposes. However, the plasma proteome is extremely complex due to its wide dynamic range of protein concentrations and the presence of high-abundance proteins. Here we have described an optimized, integrated quantitative proteomics pipeline combining the label-free and multiplexed-labeling-based (iTRAQ and TMT) plasma proteome profiling methods for biomarker discovery, followed by the targeted approaches for validation of the identified potential marker proteins. In this workflow, the targeted quantitation of proteins is carried out by multiple-reaction monitoring (MRM) and parallel-reaction monitoring (PRM) mass spectrometry. Thus, our approach enables both unbiased screenings of biomarkers and their subsequent selective validation in human plasma. The overall procedure takes only similar to 2 days to complete, including the time for data acquisition (excluding database searching). This protocol is quick, flexible, and eliminates the need for a separate immunoassay-based validation workflow in blood cancer biomarker investigations. We anticipate that this plasma proteomics workflow will help to accelerate the cancer biomarker discovery program and provide a valuable resource to the cancer research community.

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