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Unified and Standardized Mass Spectrometry Data Processing in Python Using spectrum_utils

delete2023-01-23
delete13
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OA
AI
W
Wout Bittremieux *
L
Lev I. Levitsky
M
Matteo Pilz
T
Timo Sachsenberg
F
Florian Huber
M
Mingxun Wang
P
Pieter C. Dorrestein
DOI:10.1021/acs.jproteome.2c00632delete
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Abstract

Abstract

En 中文
spectrum_utils is a Python package for mass spectrometry data processing and visualization. Since its introduction, spectrum_utils has grown into a fundamental software solution that powers various applications in proteomics and metabolomics, ranging from spectrum preprocessing prior to spectrum identification and machine learning applications to spectrum plotting from online data repositories and assisting data analysis tasks for dozens of other projects. Here, we present updates to spectrum_utils, which include new functionality to integrate mass spectrometry community data standards, enhanced mass spectral data processing, and unified mass spectral data visualization in Python.
Keywords:
mass spectrometry
proteomics
metabolomics
Python
open source

Journal

Journal of Proteome Research cover
Journal of Proteome Research
IF:
3.6
Papers:
9.4K
Citations:
2.3W

Organization

E
eberhard karls university of tubingen
Scholars:
3.3W
Papers: 2.5W
Citations: 38
U
university of california riverside
Scholars:
1.1W
Papers: 8.3K
Citations: 16
R
russian academy of sciences
Scholars:
9.1W
Papers: 6.0W
Citations: 60
University of California System cover
University of California System
Scholars:
37.7W
Papers: 33.8W
Citations: 6.6K
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Cited Papers

Cited Papers

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Coisolation of Peptide Pairs for Peptide Identification and MS/MS- Based Quantification
err2022-10-28
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errSmith, Ian R.; Eng, Jimmy K.; Barente, Anthony S.; Hogrebe, Alexander; Llovet, Ariadna; Rodriguez-Mias, Ricard A.; Villen, Judit
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Pyteomics 4.0: Five Years of Development of a Python Proteomics Framework
err2018-12-21
err123
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errLevitsky, Lev I.; Klein, Joshua A.; Ivanov, Mark V.; Gorshkov, Mikhail V.
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