Evidence map›Paper›PMID 40687053›Full record

ArticlePreventive medicine reports2025

Association between metabolic syndrome and risk of incident low back pain: A retrospective cohort study using real-world data from Japan.

Shinsuke Okawa, Takuya Yamada, Mari Irie, Kumi Sugimoto, Yoshiharu Fukuda

Abstract read
In one paragraph

Article in Preventive medicine reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

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

5 authors.

Shinsuke OkawaTeikyo University Graduate School of Public Health, Itabashi-Ku, Tokyo, Japan.
Takuya YamadaTeikyo University Graduate School of Public Health, Itabashi-Ku, Tokyo, Japan.
Mari IrieTeikyo University Graduate School of Public Health, Itabashi-Ku, Tokyo, Japan.
Kumi SugimotoTeikyo University Graduate School of Public Health, Itabashi-Ku, Tokyo, Japan.
Yoshiharu FukudaTeikyo University Graduate School of Public Health, Itabashi-Ku, Tokyo, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: Obesity is a well-established risk factor for low back pain (LBP). Emerging evidence suggests that other metabolic abnormalities may also be associated with LBP; however, the association between metabolic syndrome (MetS) and LBP remains unclear. This study assessed the association of MetS with the risk of incident LBP using longitudinal real-world data from Japan. Methods: Health insurance claims and health checkup data from prefectural government employees across all Japanese prefectures except Tokyo (April 1, 2018-March 31, 2023) were linked. Incident LBP was identified from claims, and MetS status from checkups. Participants who underwent a health checkup between April 1, 2018 and March 31, 2019 with no LBP that year were followed from April 1, 2019 to March 31, 2023. Cox proportional hazards models estimated hazard ratios (HRs) and 95 % confidence intervals (CIs) to explore the association of MetS with LBP risk. Results: Among 111,095 participants (mean follow-up: 3.3 years, 362,911.7 person-years), 16,894 developed LBP (15.2 %). MetS was associated with a significantly higher LBP risk (HR = 1.24; 95 % CI, 1.19-1.30). In sex-stratified analyses, the HR was 1.23 (95 % CI, 1.17-1.29) for males and 1.34 (95 % CI, 1.17-1.54) for females. Participants with abdominal obesity with additional MetS components had a greater LBP risk than those with abdominal obesity alone. Conclusion: MetS may be a predictor of incident LBP, highlighting the potential value of MetS management in LBP prevention.

Indexed as

Health checkupHealth insurance claimsLow back painMetabolic syndromeReal-world data

Identifiers

PMID40687053
PMCPMC12274325

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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.