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Paleoproteomics
Paleoproteomics, the study of ancient proteins, is a rapidly growing field at the intersection of
molecular biology, paleontology, archaeology, paleoecology, and history. Paleoproteomics …
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 …
(DIA) mass spectrometry‐based proteomics and selected DIA data analysis tools. Various …
MaxDIA enables library-based and library-free data-independent acquisition proteomics
MaxDIA is a software platform for analyzing data-independent acquisition (DIA) proteomics
data within the MaxQuant software environment. Using spectral libraries, MaxDIA achieves …
data within the MaxQuant software environment. Using spectral libraries, MaxDIA achieves …
Peptidomics
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 …
produced by the cellular ribosomal machinery or by non-ribosomal enzymes and …
Deep learning in spectral analysis: Modeling and imaging
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 …
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 …
technology for high-throughput, accurate, and reproducible quantitative proteomics. This …
Accurate de novo peptide sequencing using fully convolutional neural networks
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 …
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 …
powerful alternative for highly reproducible proteome profiling with a unique strength of …
Bioinformatics methods for mass spectrometry-based proteomics data analysis
Recent advances in mass spectrometry (MS)-based proteomics have enabled tremendous
progress in the understanding of cellular mechanisms, disease progression, and the …
progress in the understanding of cellular mechanisms, disease progression, and the …
Glycoinformatics in the artificial intelligence era
Artificial intelligence (AI) methods have been and are now being increasingly integrated in
prediction software implemented in bioinformatics and its glycoscience branch known as …
prediction software implemented in bioinformatics and its glycoscience branch known as …