Evidence map›Paper›PMID 41359826›Full record

ArticleAnalytical chemistry2025

Philippine Louail, Carl Brunius, Mar Garcia-Aloy, William Kumler, Norman Storz, Jan Stanstrup, Hendrik Treutler, Pablo Vangeenderhuysen, Michael Witting, Steffen Neumann and 1 more

Abstract read
In one paragraph

Article in Analytical chemistry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. A Metabolome Atlas of Grape Biodiversity.Journal of agricultural and food chemistry · 2026
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Metabolite Annotation and Identification in R.Methods in molecular biology (Clifton, N.J.) · 2026
    Article
  10. Article
  11. 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

11 authors.

Philippine LouailInstitute for Biomedicine, Eurac Research, 39100 Bolzano, Italy.ORCID 0009-0007-5429-6846
Carl BruniusDepartment of Life Sciences, Food and Nutrition Science, Chalmers University of Technology, SE-412 96 Göteborg, Sweden.
Mar Garcia-AloyMetabolomics Unit, Research and Innovation Centre, Fondazione Edmund Mach, 38098 San Michele all'Adige (TN), Italy.ORCID 0000-0002-1330-6610
William KumlerSchool of Oceanography, University of Washington, Seattle, Washington 98195, United States.ORCID 0000-0002-5022-8009
Norman StorzLeibniz Institute of Plant Biochemistry, MetaCom, Weinberg 3, 06120 Halle, Germany.
Jan StanstrupDepartment of Nutrition, Exercise and Sports, University of Copenhagen, Rolighedsvej 26, 1958 Frederiksberg C, Denmark.ORCID 0000-0003-0541-7369
Hendrik TreutlerLeibniz Institute of Plant Biochemistry, MetaCom, Weinberg 3, 06120 Halle, Germany.
Pablo VangeenderhuysenLaboratory of Integrative Metabolomics (LIMET), Ghent University, 9820 Merelbeke, Belgium.ORCID 0000-0002-5492-6904
Michael WittingMetabolomics and Proteomics Core, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany.
Steffen NeumannLeibniz Institute of Plant Biochemistry, MetaCom, Weinberg 3, 06120 Halle, Germany.ORCID 0000-0002-7899-7192
Johannes RainerInstitute for Biomedicine, Eurac Research, 39100 Bolzano, Italy.ORCID 0000-0002-6977-7147

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High-quality data preprocessing is essential for untargeted metabolomics experiments, where increasing data set scale and complexity demand adaptable, robust, and reproducible software solutions. Modern preprocessing tools must evolve to integrate seamlessly with downstream analysis platforms, ensuring efficient and streamlined workflows. Since its introduction in 2005, the

Indexed as

MetabolomicsSoftwareChromatography, LiquidMass Spectrometry

Identifiers

PMID41359826
PMCPMC12750407

What OpenQuestion holds

Textmetadata
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.