Evidence map›Paper›PMID 40044590›Full record

ArticleThe Korean journal of pain2025

Causal association of obesity and chronic pain mediated by educational attainment and smoking: a mediation Mendelian randomization study.

Yunshu Lyu, Qingxing Lu, Yane Liu, Mengtong Xie, Lintong Jiang, Junnan Li, Ning Wang, Xianglong Dai, Yuqi Yang, Peiming Jiang and 1 more

Abstract read
In one paragraph

Article in The Korean journal of pain, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

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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.

Yunshu LyuDepartment of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China.ORCID https://orcid.org/0009-0009-1151-1950
Qingxing LuDepartment of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China.ORCID https://orcid.org/0009-0003-7762-8955
Yane LiuDepartment of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China.ORCID https://orcid.org/0000-0002-9040-7319
Mengtong XieDepartment of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China.ORCID https://orcid.org/0000-0002-2609-1911
Lintong JiangDepartment of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China.ORCID https://orcid.org/0000-0001-5869-1551
Junnan LiDepartment of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China.ORCID https://orcid.org/0000-0002-6265-6633
Ning WangDepartment of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China.ORCID https://orcid.org/0009-0004-7579-1211
Xianglong DaiDepartment of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China.ORCID https://orcid.org/0009-0004-5160-248X
Yuqi YangDepartment of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China.ORCID https://orcid.org/0009-0009-8802-2426
Peiming JiangDepartment of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China.ORCID https://orcid.org/0009-0003-2088-4907
Qiong YuDepartment of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, China.ORCID https://orcid.org/0000-0003-1143-1749

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Obesity and chronic pain are related in both directions, according to earlier observational research. This research aimed to analyze the causal association between obesity and chronic pain at the genetic level, as well as to assess whether common factors mediate this relationship. Methods: This study used bidirectional two sample Mendelian randomization (MR) technique to analyze the association between obesity and chronic pain. Obesity's summary genome-wide association data were obtained from European ancestry groups, as measured by body mass index (BMI), waist-to-hip ratio, waist circumference (WC), and hip circumference (HC), genome-wide association study data for chronic pain also came from the UK population, including chronic pain at three different sites (back, hip, and headache), chronic widespread pain (CWP), and multisite chronic pain (MCP). Secondly, a two-step MR and multivariate MR investigation was performed to evaluate the mediating effects of several proposed confounders. Results: The authors discovered a link between chronic pain and obesity. More specifically, a sensitivity analysis was done to confirm the associations between greater BMI, WC, and HC with an increased risk of CWP and MCP. Importantly, the intermediate MR results suggest that education levels and smoking initiation may mediate the causal relationship between BMI on CWP, with a mediation effect of 23.08% and 15.38%, respectively. Conclusions: The authors' findings demonstrate that the importance of education and smoking in understanding chronic pain's pathogenesis, which is important for the primary prevention and prognosis of chronic pain.

Indexed as

Chronic PainEducational StatusGenome-Wide Association StudyMediation AnalysisMendelian Randomization AnalysisObesitySmoking

Identifiers

PMID40044590
PMCPMC11965988

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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.