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Unified and Standardized Mass Spectrometry Data Processing in Python Using spectrum_utils

delete2023-01-23
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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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摘要

摘要

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.
Keyword:
mass spectrometry
proteomics
metabolomics
Python
open source

期刊

Journal of Proteome Research 封面图
Journal of Proteome Research
IF:
3.6
论文数:
9.3K
被引数:
2.3W

机构

E
eberhard karls university of tubingen
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3.3W
论文数: 2.5W
被引数: 38
U
university of california riverside
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1.1W
论文数: 8.3K
被引数: 16
R
russian academy of sciences
学者数:
9.1W
论文数: 6.0W
被引数: 60
University of California System 封面图
University of California System
学者数:
37.5W
论文数: 33.7W
被引数: 6.6K
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