Proteogenomics: integrating next-generation sequencing and mass spectrometry to characterize human proteomic variation

GM Sheynkman, MR Shortreed… - Annual review of …, 2016 - annualreviews.org
Mass spectrometry–based proteomics has emerged as the leading method for detection,
quantification, and characterization of proteins. Nearly all proteomic workflows rely on …

False discovery rate: the Achilles' heel of proteogenomics

S Aggarwal, A Raj, D Kumar, D Dash… - Briefings in …, 2022 - academic.oup.com
Proteogenomics refers to the integrated analysis of the genome and proteome that
leverages mass-spectrometry (MS)-based proteomics data to improve genome annotations …

Bottom-up proteomics (2013–2015): keeping up in the era of systems biology

J Mayne, Z Ning, X Zhang, AE Starr, R Chen… - Analytical …, 2016 - ACS Publications
Over 17,000 papers related to proteomics have been published since our 2011− 2013
review. A subset are true gems reporting amazing applications of proteomics to better …

Detecting protein variants by mass spectrometry: a comprehensive study in cancer cell-lines

JA Alfaro, A Ignatchenko, V Ignatchenko, A Sinha… - Genome medicine, 2017 - Springer
Background Onco-proteogenomics aims to understand how changes in a cancer's genome
influences its proteome. One challenge in integrating these molecular data is the …

Methods for proteogenomics data analysis, challenges, and scalability bottlenecks: a survey

MU Tariq, M Haseeb, M Aledhari, R Razzak… - Ieee …, 2020 - ieeexplore.ieee.org
Big Data Proteogenomics lies at the intersection of high-throughput Mass Spectrometry (MS)
based proteomics and Next Generation Sequencing based genomics. The combined and …

Connecting proteomics to next‐generation sequencing: proteogenomics and its current applications in biology

TY Low, MA Mohtar, MY Ang, R Jamal - Proteomics, 2019 - Wiley Online Library
Understanding the relationship between genotypes and phenotypes is essential to
disentangle biological mechanisms and to unravel the molecular basis of diseases. Genes …

Peptidomics and proteogenomics: background, challenges and future needs

R Vitorino, M Choudhury, S Guedes… - Expert Review of …, 2021 - Taylor & Francis
Introduction With available genomic data and related information, it is becoming possible to
better highlight mutations or genomic alterations associated with a particular disease or …

Target-small decoy search strategy for false discovery rate estimation

H Kim, S Lee, H Park - BMC bioinformatics, 2019 - Springer
Background One of the most important steps in peptide identification is to estimate the false
discovery rate (FDR). The most commonly used method for estimating FDR is the target …

Peptimapper: proteogenomics workflow for the expert annotation of eukaryotic genomes

L Guillot, L Delage, A Viari, Y Vandenbrouck, E Com… - BMC genomics, 2019 - Springer
Background Accurate structural annotation of genomes is still a challenge, despite the
progress made over the past decade. The prediction of gene structure remains difficult …

Proteogenomics 101: a primer on database search strategies

A Raj, S Aggarwal, D Kumar, AK Yadav… - Journal of Proteins and …, 2023 - Springer
Proteogenomics refers to the integration of high-throughput genomics/transcriptomics with
proteomics data for genome annotation, novel gene discovery, and variant peptide detection …