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10.1021/acs.jproteome.0c00602

http://scihub22266oqcxt.onion/10.1021/acs.jproteome.0c00602
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33325715!8592057!33325715
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suck abstract from ncbi


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pmid33325715      J+Proteome+Res 2021 ; 20 (4): 1972-1980
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  • Peptide Correlation Analysis (PeCorA) Reveals Differential Proteoform Regulation #MMPMID33325715
  • Dermit M; Peters-Clarke TM; Shishkova E; Meyer JG
  • J Proteome Res 2021[Apr]; 20 (4): 1972-1980 PMID33325715show ga
  • Shotgun proteomics techniques infer the presence and quantity of proteins using peptide proxies produced by cleavage of the proteome with a protease. Most protein quantitation strategies assume that multiple peptides derived from a protein will behave quantitatively similar across treatment groups, but this assumption may be false due to (1) heterogeneous proteoforms and (2) technical artifacts. Here we describe a strategy called peptide correlation analysis (PeCorA) that detects quantitative disagreements between peptides mapped to the same protein. PeCorA fits linear models to assess whether a peptide's change across treatment groups differs from all other peptides assigned to the same protein. PeCorA revealed that approximately 15% of proteins in a mouse microglia stress data set contain at least one discordant peptide. Inspection of the discordant peptides shows the utility of PeCorA for the direct and indirect detection of regulated post-translational modifications (PTMs) and also for the discovery of poorly quantified peptides. The exclusion of poorly quantified peptides before protein quantity summarization decreased false-positives in a benchmark data set. Finally, PeCorA suggests that the inactive isoform of prothrombin, a coagulation cascade protease, is more abundant in plasma from COVID-19 patients relative to non-COVID-19 controls. PeCorA is freely available as an R package that works with arbitrary tables of quantified peptides.
  • |*Proteomics[MESH]
  • |Animals[MESH]
  • |COVID-19/blood[MESH]
  • |Humans[MESH]
  • |Mice[MESH]
  • |Microglia[MESH]
  • |Peptides/*analysis[MESH]
  • |Protein Processing, Post-Translational[MESH]
  • |Proteome[MESH]


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