Given the wide diversity in applications of biological mass spectrometry, custom data analyses are often needed to fully interpret the results of an experiment. Such bioinformatics scripts necessarily include similar basic functionality to read mass spectral data from standard file formats, process it, and visualize it. Rather than having to reimplement this functionality, to facilitate this task, spectrum_utils is a Python package for mass spectrometry data processing and visualization. Its high-level functionality enables developers to quickly prototype ideas for computational mass spectrometry projects in only a few lines of code. Notably, the data processing functionality is highly optimized for computational efficiency to be able to deal with the large volumes of data that are generated during mass spectrometry experiments. The visualization functionality makes it possible to easily produce publication-quality figures as well as interactive spectrum plots for inclusion on web pages. spectrum_utils is available for Python 3.6+, includes extensive online documentation and examples, and can be easily installed using conda.
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[1]
[Anonymous], 2018, Journal of open source software, DOI DOI 10.21105/JOSS.01057
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Inst Syst Biol, Seattle, WA 98109 USAInst Syst Biol, Seattle, WA 98109 USA
Deutsch, Eric W.
;
Orchard, Sandra
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EMBL EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, EnglandInst Syst Biol, Seattle, WA 98109 USA
Orchard, Sandra
;
Binz, Pierre-Alain
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CHU Vaudois, CH-1011 Lausanne, SwitzerlandInst Syst Biol, Seattle, WA 98109 USA
Binz, Pierre-Alain
;
Bittremieux, Wout
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机构:
Univ Antwerp, Dept Math & Comp Sci, Middelheimlaan 1, B-2020 Antwerp, BelgiumInst Syst Biol, Seattle, WA 98109 USA
Bittremieux, Wout
;
Eisenacher, Martin
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Ruhr Univ Bochum, MPC, D-44801 Bochum, GermanyInst Syst Biol, Seattle, WA 98109 USA
Eisenacher, Martin
;
Hermjakob, Henning
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h-index: 0
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EMBL EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, England
Natl Ctr Prot Sci, Beijing Inst Radiat Med, Beijing Proteome Res Ctr, State Key Lab Prote, Beijing 102206, Beijing, Peoples R ChinaInst Syst Biol, Seattle, WA 98109 USA
Hermjakob, Henning
;
Kawano, Shin
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Res Org Informat & Syst, Joint Support Ctr Data Sci Res, Database Ctr Life Sci, Kashiwa, Chiba 2770871, JapanInst Syst Biol, Seattle, WA 98109 USA
Kawano, Shin
;
Lam, Henry
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机构:
Hong Kong Univ Sci & Technol, Div Biomed Engn, Clear Water Bay, Hong Kong, Peoples R China
Hong Kong Univ Sci & Technol, Dept Chem & Biomol Engn, Clear Water Bay, Hong Kong, Peoples R ChinaInst Syst Biol, Seattle, WA 98109 USA
Lam, Henry
;
Mayer, Gerhard
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Ruhr Univ Bochum, MPC, D-44801 Bochum, GermanyInst Syst Biol, Seattle, WA 98109 USA
Mayer, Gerhard
;
Menschaert, Gerben
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Univ Ghent, Fac Biosci Engn, Lab Bioinformat & Computat Genom BioBix, B-9000 Ghent, BelgiumInst Syst Biol, Seattle, WA 98109 USA
Menschaert, Gerben
;
Perez-Riverol, Yasset
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EMBL EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, EnglandInst Syst Biol, Seattle, WA 98109 USA
Perez-Riverol, Yasset
;
Salek, Reza M.
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EMBL EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, EnglandInst Syst Biol, Seattle, WA 98109 USA
Salek, Reza M.
;
Tabb, David L.
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Stellenbosch Univ, Fac Med & Hlth Sci, DST NRF Ctr Excellence Biomed TB Res, SA MRC Ctr TB Res,Div Mol Biol & Human Genet, Cape Town, South AfricaInst Syst Biol, Seattle, WA 98109 USA
Tabb, David L.
;
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Tenzer, Stefan
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Vizcaino, Juan Antonio
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EMBL EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, EnglandInst Syst Biol, Seattle, WA 98109 USA
Vizcaino, Juan Antonio
;
Walzer, Mathias
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EMBL EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, EnglandInst Syst Biol, Seattle, WA 98109 USA
Walzer, Mathias
;
Jones, Andrew R.
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h-index: 0
机构:
Univ Liverpool, Inst Integrat Biol, South Wirral L64 4AY, EnglandInst Syst Biol, Seattle, WA 98109 USA
机构:
Inst Syst Biol, Seattle, WA 98109 USAInst Syst Biol, Seattle, WA 98109 USA
Deutsch, Eric W.
;
Orchard, Sandra
论文数: 0引用数: 0
h-index: 0
机构:
EMBL EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, EnglandInst Syst Biol, Seattle, WA 98109 USA
Orchard, Sandra
;
Binz, Pierre-Alain
论文数: 0引用数: 0
h-index: 0
机构:
CHU Vaudois, CH-1011 Lausanne, SwitzerlandInst Syst Biol, Seattle, WA 98109 USA
Binz, Pierre-Alain
;
Bittremieux, Wout
论文数: 0引用数: 0
h-index: 0
机构:
Univ Antwerp, Dept Math & Comp Sci, Middelheimlaan 1, B-2020 Antwerp, BelgiumInst Syst Biol, Seattle, WA 98109 USA
Bittremieux, Wout
;
Eisenacher, Martin
论文数: 0引用数: 0
h-index: 0
机构:
Ruhr Univ Bochum, MPC, D-44801 Bochum, GermanyInst Syst Biol, Seattle, WA 98109 USA
Eisenacher, Martin
;
Hermjakob, Henning
论文数: 0引用数: 0
h-index: 0
机构:
EMBL EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, England
Natl Ctr Prot Sci, Beijing Inst Radiat Med, Beijing Proteome Res Ctr, State Key Lab Prote, Beijing 102206, Beijing, Peoples R ChinaInst Syst Biol, Seattle, WA 98109 USA
Hermjakob, Henning
;
Kawano, Shin
论文数: 0引用数: 0
h-index: 0
机构:
Res Org Informat & Syst, Joint Support Ctr Data Sci Res, Database Ctr Life Sci, Kashiwa, Chiba 2770871, JapanInst Syst Biol, Seattle, WA 98109 USA
Kawano, Shin
;
Lam, Henry
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Div Biomed Engn, Clear Water Bay, Hong Kong, Peoples R China
Hong Kong Univ Sci & Technol, Dept Chem & Biomol Engn, Clear Water Bay, Hong Kong, Peoples R ChinaInst Syst Biol, Seattle, WA 98109 USA
Lam, Henry
;
Mayer, Gerhard
论文数: 0引用数: 0
h-index: 0
机构:
Ruhr Univ Bochum, MPC, D-44801 Bochum, GermanyInst Syst Biol, Seattle, WA 98109 USA
Mayer, Gerhard
;
Menschaert, Gerben
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ghent, Fac Biosci Engn, Lab Bioinformat & Computat Genom BioBix, B-9000 Ghent, BelgiumInst Syst Biol, Seattle, WA 98109 USA
Menschaert, Gerben
;
Perez-Riverol, Yasset
论文数: 0引用数: 0
h-index: 0
机构:
EMBL EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, EnglandInst Syst Biol, Seattle, WA 98109 USA
Perez-Riverol, Yasset
;
Salek, Reza M.
论文数: 0引用数: 0
h-index: 0
机构:
EMBL EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, EnglandInst Syst Biol, Seattle, WA 98109 USA
Salek, Reza M.
;
Tabb, David L.
论文数: 0引用数: 0
h-index: 0
机构:
Stellenbosch Univ, Fac Med & Hlth Sci, DST NRF Ctr Excellence Biomed TB Res, SA MRC Ctr TB Res,Div Mol Biol & Human Genet, Cape Town, South AfricaInst Syst Biol, Seattle, WA 98109 USA
Tabb, David L.
;
论文数: 引用数:
h-index:
机构:
Tenzer, Stefan
;
Vizcaino, Juan Antonio
论文数: 0引用数: 0
h-index: 0
机构:
EMBL EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, EnglandInst Syst Biol, Seattle, WA 98109 USA
Vizcaino, Juan Antonio
;
Walzer, Mathias
论文数: 0引用数: 0
h-index: 0
机构:
EMBL EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, EnglandInst Syst Biol, Seattle, WA 98109 USA
Walzer, Mathias
;
Jones, Andrew R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Liverpool, Inst Integrat Biol, South Wirral L64 4AY, EnglandInst Syst Biol, Seattle, WA 98109 USA