[HTML][HTML] Phosphopeptide fragmentation and site localization by mass spectrometry: an update

CM Potel, S Lemeer, AJR Heck - Analytical chemistry, 2018 - ACS Publications
Pioneering work by, among others, the groups of Hunt and Mann at the start of this century
opened up the era of mass spectrometry (MS)-based phosphoproteomics. 1− 3 Through …

A potential golden age to come—current tools, recent use cases, and future avenues for de novo sequencing in proteomics

T Muth, F Hartkopf, M Vaudel, BY Renard - Proteomics, 2018 - Wiley Online Library
In shotgun proteomics, peptide and protein identification is most commonly conducted using
database search engines, the method of choice when reference protein sequences are …

PTMProphet: Fast and accurate mass modification localization for the trans-proteomic pipeline

DD Shteynberg, EW Deutsch… - Journal of proteome …, 2019 - ACS Publications
Spectral matching sequence database search engines commonly used on mass
spectrometry-based proteomics experiments excel at identifying peptide sequence ions, and …

MS/MS spectrum prediction for modified peptides using pDeep2 trained by transfer learning

WF Zeng, XX Zhou, WJ Zhou, H Chi, J Zhan… - Analytical …, 2019 - ACS Publications
In the past decade, tandem mass spectrometry (MS/MS)-based bottom-up proteomics has
become the method of choice for analyzing post-translational modifications (PTMs) in …

pNovo 3: precise de novo peptide sequencing using a learning-to-rank framework

H Yang, H Chi, WF Zeng, WJ Zhou, SM He - Bioinformatics, 2019 - academic.oup.com
Motivation De novo peptide sequencing based on tandem mass spectrometry data is the key
technology of shotgun proteomics for identifying peptides without any database and …

[HTML][HTML] DeepFLR facilitates false localization rate control in phosphoproteomics

Y Zong, Y Wang, Y Yang, D Zhao, X Wang… - Nature …, 2023 - nature.com
Protein phosphorylation is a post-translational modification crucial for many cellular
processes and protein functions. Accurate identification and quantification of protein …

A modification-centric assessment tool for the performance of chemoproteomic probes

JX He, ZC Fei, L Fu, CP Tian, FC He, H Chi… - Nature Chemical …, 2022 - nature.com
Chemoproteomics has emerged as a key technology to expand the functional space in
complex proteomes for probing fundamental biology and for discovering new small …

Highly Robust de Novo Full-Length Protein Sequencing

ZB Mai, ZH Zhou, QY He, G Zhang - Analytical chemistry, 2022 - ACS Publications
Accurate full-length sequencing of a purified unknown protein is still challenging nowadays
due to the error-prone mass-spectrometry (MS)-based methods. De novo identified peptide …

Deep learning approaches for data-independent acquisition proteomics

Y Yang, L Lin, L Qiao - Expert Review of Proteomics, 2021 - Taylor & Francis
Introduction Data-independent acquisition (DIA) is an emerging technology for large-scale
proteomic studies. DIA data analysis methods are evolving rapidly, and deep learning has …

Computational approaches to identify sites of phosphorylation

AW Joyce, BC Searle - Proteomics, 2024 - Wiley Online Library
Due to their oftentimes ambiguous nature, phosphopeptide positional isomers can present
challenges in bottom‐up mass spectrometry‐based workflows as search engine scores …