Data‐independent acquisition‐based SWATH‐MS for quantitative proteomics: a tutorial

C Ludwig, L Gillet, G Rosenberger, S Amon… - Molecular systems …, 2018 - embopress.org
Many research questions in fields such as personalized medicine, drug screens or systems
biology depend on obtaining consistent and quantitatively accurate proteomics data from …

Prediction of peptide mass spectral libraries with machine learning

J Cox - Nature Biotechnology, 2023 - nature.com
The recent development of machine learning methods to identify peptides in complex mass
spectrometric data constitutes a major breakthrough in proteomics. Longstanding methods …

Data‐independent acquisition mass spectrometry‐based proteomics and software tools: a glimpse in 2020

F Zhang, W Ge, G Ruan, X Cai, T Guo - Proteomics, 2020 - Wiley Online Library
This review provides a brief overview of the development of data‐independent acquisition
(DIA) mass spectrometry‐based proteomics and selected DIA data analysis tools. Various …

Chromatogram libraries improve peptide detection and quantification by data independent acquisition mass spectrometry

BC Searle, LK Pino, JD Egertson, YS Ting… - Nature …, 2018 - nature.com
Data independent acquisition (DIA) mass spectrometry is a powerful technique that is
improving the reproducibility and throughput of proteomics studies. Here, we introduce an …

Multi-laboratory assessment of reproducibility, qualitative and quantitative performance of SWATH-mass spectrometry

BC Collins, CL Hunter, Y Liu, B Schilling… - Nature …, 2017 - nature.com
Quantitative proteomics employing mass spectrometry is an indispensable tool in life
science research. Targeted proteomics has emerged as a powerful approach for …

[HTML][HTML] Technical advances in proteomics: new developments in data-independent acquisition

A Hu, WS Noble, A Wolf-Yadlin - F1000Research, 2016 - ncbi.nlm.nih.gov
The ultimate aim of proteomics is to fully identify and quantify the entire complement of
proteins and post-translational modifications in biological samples of interest. For the last 15 …

Statistical control of peptide and protein error rates in large-scale targeted data-independent acquisition analyses

G Rosenberger, I Bludau, U Schmitt, M Heusel… - Nature …, 2017 - nature.com
Liquid chromatography coupled to tandem mass spectrometry (LC-MS/MS) is the main
method for high-throughput identification and quantification of peptides and inferred …

Acquisition and analysis of DIA-based proteomic data: A comprehensive survey in 2023

R Lou, W Shui - Molecular & Cellular Proteomics, 2024 - ASBMB
Data-independent acquisition (DIA) mass spectrometry (MS) has emerged as a powerful
technology for high-throughput, accurate, and reproducible quantitative proteomics. This …

Advances in mass spectrometry for clinical analysis: Data acquisition, interpretation and information integration

H Zhang, Z Ouyang, W Zhang - TrAC Trends in Analytical Chemistry, 2023 - Elsevier
Bioinformatics has played an important role in analyzing chemical information acquired
using mass spectrometry (MS) for large numbers of biological samples. Here we review the …

Multiplexed, scheduled, high-resolution parallel reaction monitoring on a full scan QqTOF instrument with integrated data-dependent and targeted mass spectrometric …

B Schilling, B MacLean, JM Held, AK Sahu… - Analytical …, 2015 - ACS Publications
Recent advances in commercial mass spectrometers with higher resolving power and faster
scanning capabilities have expanded their functionality beyond traditional data-dependent …