Evidence map›Paper›PMID 42499618›Full record

ArticleFood science & nutrition2026

Combining Mendelian Randomization and Experimental Validation to Reveal the Causal Relationship Between Hallux Valgus and Serum Metabolites and to Identify Their Therapeutic Targets and Relevant Components.

Xin Li, Xuefeng Luo, Liqi Ng, Peng Lu, Wei Huang, Min Huang, Songchuan Su, Yu Zhou

Abstract read
In one paragraph

Article in Food science & nutrition, 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

8 authors.

Xin LiPharmacy Department Orthopedic Hospital, Chongqing University of Chinese Medicine Chongqing China.
Xuefeng LuoOrthopedic Laboratory of Chongqing Medical University Chongqing China.
Liqi NgInstitute of Orthopaedic and Musculoskeletal Science University College London, Royal National Orthopaedic Hospital Stanmore, London UK.
Peng LuFoot and Ankle Surgery Department Orthopedic Hospital, Chongqing University of Chinese Medicine Chongqing China.
Wei HuangOrthopedic Laboratory of Chongqing Medical University Chongqing China.
Min HuangChongqing Geleshan Community Health Centre Chongqing China.
Songchuan SuFoot and Ankle Surgery Department Orthopedic Hospital, Chongqing University of Chinese Medicine Chongqing China.
Yu ZhouOrthopedic Laboratory of Chongqing Medical University Chongqing China.ORCID https://orcid.org/0000-0002-3065-4625

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hallux valgus (HV) is a common foot deformity influenced by genetic, pathological, and traumatic factors, yet its relationship with serum metabolites (SMs) remains unclear. This study employed two-sample Mendelian randomization (SMR) to investigate causal associations between 1400 SMs and HV, identifying Cysteine and Glycochenodeoxycholate 3-sulfate as negatively correlated with HV occurrence, with no significant reverse causal effect from HV on their levels. Focusing on Cysteine, 548 target genes were predicted from four databases (DrugBank, SuperPred, Genecards, and SwissTargetPrediction) and 793 HV-related genes were retrieved from Genecards, yielding 47 overlapping genes. KEGG enrichment analysis revealed that these intersecting genes were involved in pathways such as cellular senescence and the AGE-RAGE signaling pathway in diabetic complications. Among them, fibroblast growth factor receptor 2 (FGFR2) showed a positive causal relationship with Cysteine and a negative causal relationship with HV, which was validated in patient samples showing significantly lower serum Cysteine levels and bone tissue FGFR2 expression in the HV group compared to non-HV controls (

Indexed as

cysteinehallux valgusMendelian randomizationnatural marine compoundsserum metabolites

Identifiers

PMID42499618
PMCPMC13396431

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.