Evidence map›Paper›PMID 40841650›Full record

ArticleJournal of orthopaedic surgery and research2025

Association between metabolism and low back pain: a cross-sectional study.

XingKun Wang, Long Tian, Qian Xu, Xin Pan, Lingjun Kong, Hua Zhao

Abstract read
In one paragraph

Article in Journal of orthopaedic surgery and research, 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

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

1 citing paper in PubMed.

  1. Article
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

6 authors.

XingKun Wang *Department of Orthopaedics, Qilu Hospital of Shandong University, No. 107, Wenhuaxi Road, Lixia District, Jinan, Shandong, 250012, People's Republic of China.
Long Tian *Department of Orthopaedics, Qilu Hospital of Shandong University, No. 107, Wenhuaxi Road, Lixia District, Jinan, Shandong, 250012, People's Republic of China.
Qian XuDepartment of Orthopaedics, Qilu Hospital of Shandong University, No. 107, Wenhuaxi Road, Lixia District, Jinan, Shandong, 250012, People's Republic of China.
Xin PanDepartment of Orthopaedics, Qilu Hospital of Shandong University, No. 107, Wenhuaxi Road, Lixia District, Jinan, Shandong, 250012, People's Republic of China.
Lingjun KongDepartment of Pharmacy, Shandong Provincial Hospital, Shandong First Medical University, Jinan, Shandong, People's Republic of China.
Hua ZhaoDepartment of Orthopaedics, Qilu Hospital of Shandong University, No. 107, Wenhuaxi Road, Lixia District, Jinan, Shandong, 250012, People's Republic of China. zhaohuadr@163.com.

Funding

Natural Science Foundation of Shandong Province ZR2021QH158Shandong Provincial Natural Science Foundation ZR2021MH134
6 · The paper itself

Abstract

backgroundWhile pervious studies have identified metabolic imbalance as a key driver of intervertebral disc degeneration, few studies explored the relationship between metabolic and low back pain directly. We aimed to explore the relationships between two critical metabolic factors-insulin resistance and obesity-and low back pain (LBP), thereby providing novel insights for the integrated management of patients with LBP.

methodsWe enrolled 41663 participants from four NHANES survey cycles (1999-2004 and 2009-2010). The Metabolic Score for Insulin Resistance (METS-IR) and Body Roundness Index (BRI) were utilized to investigate the associations of insulin resistance and visceral obesity with LBP.Weighted logistic regression models were constructed to evaluate associations between MetS-IR/BRI and LBP, reported as odds ratios (ORs) with 95% confidence intervals (CIs). Using Restricted Cubic Splines (RCS) to assess potential nonlinear relationships. ROC curve analysis quantified diagnostic performance through area under the curve (AUC) estimation. Subgroup analyses and interaction tests were conducted to ensure the robustness of the findings.

resultsMultivariable regression analysis revealed significant positive associations between MetS-IR/BRI and LBP after adjusting for all potential confounders (MetS-IR: OR = 1.013, 95% CI: 1.008-1.018; BRI: OR = 1.072, 95% CI: 1.047-1.098) and these associations remained consistent across all subgroups. RCS analysis revealed no significant nonlinear associations between the METS-IR, BRI and LBP. In the ROC analysis, METS-IR showed the highest area under the ROC curve in females, followed by BRI and BMI.

conclusionsIn conclusion, within a nationally representative sample of U.S. adults with low back pain, we identified significant positive correlations between METS-IR/BRI and LBP. These findings underscore the importance of maintaining healthy metabolic status, providing valuable insights for further research.

Indexed as

Insulin ResistanceLow Back PainAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysBRICross sectional studyInsulin resistanceLow back painMETS-IRNHANES

Identifiers

PMID40841650
PMCPMC12369122

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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.