Litcius/Paper detail

Personalized Proteome: Comparing Proteogenomics and Open Variant Search Approaches for Single Amino Acid Variant Detection

Renee Salz, Robbin Bouwmeester, Ralf Gabriels, Sven Degroeve, Lennart Martens, Pieter‐Jan Volders, Peter A.C. ’t Hoen

2021Journal of Proteome Research21 citationsDOIOpen Access PDF

Abstract

against carefully curated search databases resulted in 96.7% false-positive SAAVs and an 85% lower true positive rate than searching with peptide search databases that incorporate prior genetic information. While adding genetic variants to the search database remains indispensable for correct peptide identification, inclusion of long-read RNA sequences in the search database contributes only 0.3% new peptide identifications. These findings reveal the differences in SAAV detection that result from various approaches, providing guidance to researchers studying SAAV peptides and developers of peptide spectrum identification tools.

Topics & Concepts

ProteogenomicsShotgun proteomicsDatabase search engineProteomicsComputational biologyProteomeIdentification (biology)ShotgunComputer scienceHuman proteome projectBiologySearch engineBioinformaticsGenomicsInformation retrievalGenomeGeneGeneticsBotanyAdvanced Proteomics Techniques and ApplicationsMachine Learning in BioinformaticsGenomics and Phylogenetic Studies