Paleoproteomics

C Warinner, K Korzow Richter, MJ Collins - Chemical reviews, 2022 - ACS Publications
Paleoproteomics, the study of ancient proteins, is a rapidly growing field at the intersection of
molecular biology, paleontology, archaeology, paleoecology, and history. Paleoproteomics …

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 …

MaxDIA enables library-based and library-free data-independent acquisition proteomics

P Sinitcyn, H Hamzeiy, F Salinas Soto, D Itzhak… - Nature …, 2021 - nature.com
MaxDIA is a software platform for analyzing data-independent acquisition (DIA) proteomics
data within the MaxQuant software environment. Using spectral libraries, MaxDIA achieves …

Peptidomics

R Hellinger, A Sigurdsson, W Wu… - Nature Reviews …, 2023 - nature.com
Peptides are biopolymers, typically consisting of 2–50 amino acids. They are biologically
produced by the cellular ribosomal machinery or by non-ribosomal enzymes and …

Deep learning in spectral analysis: Modeling and imaging

X Liu, H An, W Cai, X Shao - TrAC Trends in Analytical Chemistry, 2024 - Elsevier
Deep learning (DL) is powerful to find patterns or hidden information from data using neural
networks. With the growth of data and computing capabilities, DL has rapidly advanced and …

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

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

Accurate de novo peptide sequencing using fully convolutional neural networks

K Liu, Y Ye, S Li, H Tang - Nature Communications, 2023 - nature.com
De novo peptide sequencing, which does not rely on a comprehensive target sequence
database, provides us with a way to identify novel peptides from tandem mass spectra …

Advances in data‐independent acquisition mass spectrometry towards comprehensive digital proteome landscape

RB Kitata, JC Yang, YJ Chen - Mass spectrometry reviews, 2023 - Wiley Online Library
The data‐independent acquisition mass spectrometry (DIA‐MS) has rapidly evolved as a
powerful alternative for highly reproducible proteome profiling with a unique strength of …

Bioinformatics methods for mass spectrometry-based proteomics data analysis

C Chen, J Hou, JJ Tanner, J Cheng - International journal of molecular …, 2020 - mdpi.com
Recent advances in mass spectrometry (MS)-based proteomics have enabled tremendous
progress in the understanding of cellular mechanisms, disease progression, and the …

Glycoinformatics in the artificial intelligence era

D Bojar, F Lisacek - Chemical Reviews, 2022 - ACS Publications
Artificial intelligence (AI) methods have been and are now being increasingly integrated in
prediction software implemented in bioinformatics and its glycoscience branch known as …