Evidence map›Paper›PMID 40897533›Full record

ArticleRapid communications in mass spectrometry : RCM2025

Open-Source System Suitability: Mass Spectrometry Query Language Lab (MassQLab).

Heather L Winter, Dylan Johnson, Alan K Jarmusch

Abstract read
In one paragraph

Article in Rapid communications in mass spectrometry : RCM, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Open-Source System Suitability: Mass Spectrometry Query Language Lab (MassQLab).Rapid communications in mass spectrometry : RCM · 2025
    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

3 authors.

Heather L WinterMetabolomics Core Facility, Immunity, Inflammation, and Disease Laboratory, Division of Intramural Research, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, Durham, North Carolina, USA.
Dylan JohnsonIntegrative Bioinformatics, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, Durham, North Carolina, USA.
Alan K JarmuschMetabolomics Core Facility, Immunity, Inflammation, and Disease Laboratory, Division of Intramural Research, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, Durham, North Carolina, USA.

Funding

Mass Spectrometry-based Untargeted MetabolomicsZICES103363 · NIEHS · NATIONAL INSTITUTE OF ENVIRONMENTAL HEALTH SCIENCES · PI JARMUSCH, ALAN · 2021 to 2025
$6.5M
Intramural NIH HHS ZIC ES103363NIEHS NIH HHS ZIC ES103363
6 · The paper itself

Abstract

rationaleReproducible analytical instrumentation system performance is critical for mass spectrometry, particularly metabolomics, aptly named system suitability testing. We identified a need based on literature reports that stated only 2% of papers performed system suitability testing.

methodsWe report MassQLab, built upon open-source, vendor-agnostic software called the mass spectrometry query language (MassQL). MassQL, implemented in MassQLab, provides freedom for researchers to choose their analyte/s, mass spectrometry system (including liquid chromatography-mass spectrometry), and metrics of performance.

resultsIn this report, we describe the use of MassQLab, demonstrate the construction of the required MassQL query, common metrics of performance (i.e., extracted ion chromatograms), uncommon metrics (i.e., MS/MS product ion spectra), and discuss insights gained about performance-including issues requiring correction prior to sample analysis.

conclusionsMassQLab is a flexible solution for system suitability testing for mass spectrometry-based analytical measurements. Deficits in analytical performance, while unavoidable and rare, were noted prior to data collection and corrected. The open-source and adaptable nature of MassQLab will empower researchers and lead to improved implementation of system suitability testing.

Indexed as

Mass SpectrometrySoftwareChromatography, LiquidMetabolomicsTandem Mass Spectrometrycomputational mass spectrometrydata sciencelipidomicsmetabolomicsquality assessmentquality control

Identifiers

PMID40897533
PMCPMC12404904

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.