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 …

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 …

DIA-NN: neural networks and interference correction enable deep proteome coverage in high throughput

V Demichev, CB Messner, SI Vernardis, KS Lilley… - Nature …, 2020 - nature.com
We present an easy-to-use integrated software suite, DIA-NN, that exploits deep neural
networks and new quantification and signal correction strategies for the processing of data …

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 …

Identification of small molecules using accurate mass MS/MS search

T Kind, H Tsugawa, T Cajka, Y Ma, Z Lai… - Mass spectrometry …, 2018 - Wiley Online Library
Tandem mass spectral library search (MS/MS) is the fastest way to correctly annotate MS/MS
spectra from screening small molecules in fields such as environmental analysis, drug …

Benchmarking of analysis strategies for data-independent acquisition proteomics using a large-scale dataset comprising inter-patient heterogeneity

K Fröhlich, E Brombacher, M Fahrner, D Vogele… - Nature …, 2022 - nature.com
Numerous software tools exist for data-independent acquisition (DIA) analysis of clinical
samples, necessitating their comprehensive benchmarking. We present a benchmark …

Strategies to enable large-scale proteomics for reproducible research

RC Poulos, PG Hains, R Shah, N Lucas… - Nature …, 2020 - nature.com
Reproducible research is the bedrock of experimental science. To enable the deployment of
large-scale proteomics, we assess the reproducibility of mass spectrometry (MS) over time …

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 …

Advances in targeted proteomics and applications to biomedical research

T Shi, E Song, S Nie, KD Rodland, T Liu, WJ Qian… - …, 2016 - Wiley Online Library
Targeted proteomics technique has emerged as a powerful protein quantification tool in
systems biology, biomedical research, and increasing for clinical applications. The most …

Reproducibility, specificity and accuracy of relative quantification using spectral library-based data-independent acquisition

K Barkovits, S Pacharra, K Pfeiffer, S Steinbach… - Molecular & Cellular …, 2020 - ASBMB
Currently data-dependent acquisition (DDA) is the method of choice for mass spectrometry-
based proteomics discovery experiments, but data-independent acquisition (DIA) is steadily …