Evidence map›Paper›PMID 40347466›Full record

ArticleBioinformatics (Oxford, England)2025

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

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

Abstract read
In one paragraph

Article in Bioinformatics (Oxford, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Daniel S HitchcockMetabolomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.ORCID 0009-0002-2961-3444
Jesse N KrejciMetabolomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.ORCID 0009-0001-3130-1442
Chloe E SturgeonMetabolomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Courtney A DennisMetabolomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Sarah T JeanfavreMetabolomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Julian R Avila-PachecoMetabolomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.
Clary B ClishMetabolomics Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142, United States.

Funding

A Biochemical Roadmap of Exercise Signaling - Pilot Project for MoTrPAC ConsortiumU24DK112340 · NIDDK · BROAD INSTITUTE, INC. · PI STEVEN A CARR, Clary B Clish · 2017 to 2026
$16.2M
Metabolomic predictors of insulin resistance and diabetesR01DK081572 · NIDDK · VANDERBILT UNIVERSITY · PI CLISH, CLARY B, GERSZTEN, ROBERT E · 2008 to 2025
$9.3M
Metabolomics Core for the Dietary Biomarkers Development Center at Harvard UniversityU2CDK129670 · NIDDK · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI SUN, QI · 2021 to 2025
$7.0M
NIDDK NIH HHS R01 DK081572NIDDK NIH HHS U24 DK112340NIDDK NIH HHS U2C DK129670NIH HHS R01DK081572NIH HHS U24DK112340NIH HHS U2CDK129670
6 · The paper itself

Abstract

summaryNontargeted 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."

Indexed as

MetabolomicsSoftwareTandem Mass SpectrometryChromatography, LiquidLiquid Chromatography-Mass Spectrometry

Identifiers

PMID40347466
PMCPMC12202030

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.