Evidence map›Paper›PMID 42646281›Full record

ArticleMetabolites2026

High-Quality Predicted Metabolite-Pathway Annotations Expand Pathway Coverage and Increase Enriched Pathway Detection Across Metabolomics Datasets.

Erik D Huckvale, P Travis Thompson, Robert M Flight, Hunter N B Moseley

Abstract read
In one paragraph

Article in Metabolites, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Erik D HuckvaleMarkey Cancer Center, University of Kentucky, Lexington, KY 40506, USA.
P Travis ThompsonMarkey Cancer Center, University of Kentucky, Lexington, KY 40506, USA.ORCID 0000-0002-8198-1327
Robert M FlightMarkey Cancer Center, University of Kentucky, Lexington, KY 40506, USA.ORCID 0000-0001-8141-7788
Hunter N B MoseleyMarkey Cancer Center, University of Kentucky, Lexington, KY 40506, USA.ORCID 0000-0003-3995-5368

Funding

Enabling Large Scale Metabolomics Meta-Analyses and Data Integration of Metabolomics WorkbenchR03LM014928 · NLM · UNIVERSITY OF KENTUCKY · PI MOSELEY, HUNTER NATHANIEL · 2025 to 2025
$462k
NIH HHS 1R03LM014928-01NLM NIH HHS R03 LM014928U.S. National Science Foundation 2020026
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

annotation enrichment analysischemical structureextreme classificationgraph convolutional neural networkmachine learningmetabolitesmetabolomicsmultitask classificationpathway enrichment analysispathways

Identifiers

PMID42646281
PMCPMC13515532

What OpenQuestion holds

Textmetadata
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.