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Eclipse:一个用于比对两个或更多非靶向液相色谱-质谱代谢组学数据集的Python软件包。

Eclipse: a Python package for alignment of two or more nontargeted LC-MS metabolomics datasets.

作者信息

Hitchcock Daniel S, Krejci Jesse N, Sturgeon Chloe E, Dennis Courtney A, Jeanfavre Sarah T, Avila-Pacheco Julian R, Clish Clary B

机构信息

Metabolomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.

出版信息

Bioinformatics. 2025 Jun 2;41(6). doi: 10.1093/bioinformatics/btaf290.

DOI:10.1093/bioinformatics/btaf290
PMID:40347466
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12202030/
Abstract

SUMMARY

Nontargeted LC-MS (liquid chromatography-tandem mass spectrometry) metabolomics datasets contain a wealth of information but present many challenges during analysis and processing. Often, two or more independently processed datasets must be aligned to form a complete dataset, but existing software does not fully meet our needs. For this, we have created an open-source Python package called Eclipse. Eclipse uses a novel graph-based approach to handle complex matching scenarios that arise from n > 2 datasets.

AVAILABILITY AND IMPLEMENTATION

Eclipse is open source (https://github.com/broadinstitute/bmxp) and can be installed via "pip install bmxp."

摘要

摘要

非靶向液相色谱 - 串联质谱(LC-MS)代谢组学数据集包含丰富的信息,但在分析和处理过程中存在诸多挑战。通常,两个或更多独立处理的数据集必须进行比对以形成一个完整的数据集,但现有软件并不能完全满足我们的需求。为此,我们创建了一个名为Eclipse的开源Python软件包。Eclipse采用一种新颖的基于图的方法来处理由n > 2个数据集产生的复杂匹配情况。

可用性和实现方式

Eclipse是开源的(https://github.com/broadinstitute/bmxp),可通过“pip install bmxp”进行安装。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8be3/12202030/73ca6fd8e881/btaf290f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8be3/12202030/73ca6fd8e881/btaf290f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8be3/12202030/73ca6fd8e881/btaf290f1.jpg

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非靶向和靶向代谢组学分析揭示非裔美国人新发糖尿病的新型代谢物生物标志物。
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