Evidence map›Paper›PMID 39915871›Full record

ArticleHereditas2025

The causal effects between low back pain and cerebrospinal fluid metabolites: a two-sample Mendelian randomization study.

Run Peng, Xiaoxin Wang, Wei Wang, Zeqin Li, Yuze Sun, Mingliang Yang

Abstract read
In one paragraph

Article in Hereditas, 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

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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. Article
4 · The record

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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

6 authors.

Run PengSchool of Rehabilitation Medicine, Capital Medical University, Beijing, China.
Xiaoxin WangSchool of Rehabilitation Medicine, Capital Medical University, Beijing, China.
Wei WangSchool of Rehabilitation Medicine, Capital Medical University, Beijing, China.
Zeqin LiSchool of Rehabilitation Medicine, Capital Medical University, Beijing, China.
Yuze SunSchool of Rehabilitation Medicine, Capital Medical University, Beijing, China.
Mingliang YangSchool of Rehabilitation Medicine, Capital Medical University, Beijing, China. chinayml3@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundObservational studies have shown an association between cerebrospinal fluid (CSF) metabolites and low back pain (LBP), but the causal relationship between these factors remains unclear.

methodsWe performed a two-sample Mendelian randomization (MR) analysis to examine whether there is a causal relationship between CSF metabolites and LBP. We applied several MR methods, including inverse variance weighting, weighted median, MR-Egger, Wald ratio, and MR-PRESSO, to test the causal relationship and conducted a sensitivity analysis to assess the robustness of the results.

resultsWe identified a total of 12 CSF metabolites significantly associated with LBP, of which Bilirubin, 5,6-dihydrothymine, Erythronate, Mannitol/sorbitol, and Butyrate have a potential inhibitory causal effect on LBP risk (p < 0.05). Meanwhile, 2-hydroxyadipate, Gamma-glutamyl-alpha-lysine, Indoleacetate, N-acetylputrescine, Palmitoyl dihydrosphingomyelin, S-methylcysteine, and 2,3-dihydroxy-5-methylthio-4-pentenoate play a causal role in increasing the risk of LBP (p < 0.05). No significant estimates of heterogeneity or pleiotropy were detected.

conclusionOur study emphasizes the causal relationship between CSF metabolites and LBP risk, providing reference for clinical treatment and prognosis of LBP.

Indexed as

Low Back PainMendelian Randomization AnalysisMetabolomeHumansPolymorphism, Single NucleotideBiomarkersCausal relationshipCerebrospinal fluid metabolitesLow back painMendelian randomization

Identifiers

PMID39915871
PMCPMC11804052

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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.