POSREG: proteomic signature discovered by simultaneously optimizing its reproducibility and generalizability

F Li, Y Zhou, Y Zhang, J Yin, Y Qiu… - Briefings in …, 2022 - academic.oup.com
Mass spectrometry-based proteomic technique has become indispensable in current
exploration of complex and dynamic biological processes. Instrument development has …

Systematic detection of functional proteoform groups from bottom-up proteomic datasets

I Bludau, M Frank, C Dörig, Y Cai, M Heusel… - Nature …, 2021 - nature.com
To a large extent functional diversity in cells is achieved by the expansion of molecular
complexity beyond that of the coding genome. Various processes create multiple distinct but …

Addressing the challenge of defining valid proteomic biomarkers and classifiers

M Dakna, K Harris, A Kalousis, S Carpentier, W Kolch… - BMC …, 2010 - Springer
Background The purpose of this manuscript is to provide, based on an extensive analysis of
a proteomic data set, suggestions for proper statistical analysis for the discovery of sets of …

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 …

Toward an integrated pipeline for protein biomarker development

AP Drabovich, E Martínez-Morillo… - Biochimica et Biophysica …, 2015 - Elsevier
Protein biomarker development is a multidisciplinary task involving basic, translational and
clinical research. Integration of multidisciplinary efforts in a single pipeline is challenging …

Scoring proteomes with proteotypic peptide probes

B Kuster, M Schirle, P Mallick… - Nature reviews Molecular …, 2005 - nature.com
Technologies for genome-wide analyses typically undergo a transition from a discovery
phase to a scoring phase. In the discovery phase, the genomic universe is explored and all …

Statistical analysis of proteomics data: a review on feature selection

M Lualdi, M Fasano - Journal of proteomics, 2019 - Elsevier
The spread of “-omics” strategies has strongly changed the way of thinking about the
scientific method. Indeed, managing huge amounts of data imposes the replacement of the …

Identification and quantification of proteoforms by mass spectrometry

LV Schaffer, RJ Millikin, RM Miller, LC Anderson… - …, 2019 - Wiley Online Library
A proteoform is a defined form of a protein derived from a given gene with a specific amino
acid sequence and localized post‐translational modifications. In top‐down proteomic …

Proteogenomics: concepts, applications and computational strategies

AI Nesvizhskii - Nature methods, 2014 - nature.com
Proteogenomics is an area of research at the interface of proteomics and genomics. In this
approach, customized protein sequence databases generated using genomic and …

The emergence of top-down proteomics in clinical research

JP Savaryn, AD Catherman, PM Thomas… - Genome medicine, 2013 - Springer
Proteomic technology has advanced steadily since the development of'soft-
ionization'techniques for mass-spectrometry-based molecular identification more than two …