# Circulating Metabolic Factors Mediating the Effect of Obesity‐Related Indicators on Meniscal Injuries: A Mendelian Randomization Study

**Authors:** Dong Ye, Zhiping Zhang, Jun Zhang

PMC · DOI: 10.1155/ijog/8056288 · International Journal of Genomics · 2026-02-23

## TL;DR

This study finds that obesity-related factors increase meniscal injury risk, possibly through elevated serum uric acid levels.

## Contribution

The study identifies serum uric acid as a potential mediator linking obesity to meniscal injuries using Mendelian randomization.

## Key findings

- Body fat percentage and obesity indicators like BMI are causally linked to increased meniscal injury risk.
- Serum uric acid levels mediate the harmful effects of body fat percentage on meniscal injuries.
- Total body bone mineral density also increases the risk of meniscal injuries.

## Abstract

Meniscal injuries and obesity are major global public health problems. The Mendelian randomization approach can overcome the limitations of traditional observational study designs with respect to confounding and reverse causation. The aims of the current study are to assess the causal relationship between obesity‐related indicators and meniscal injuries using MR analyses and to explore the potential underlying mechanism.

In total, seven obesity‐related indicators and 11 circulating metabolic indicators were downloaded as instrumental variables from published genome‐wide association studies (GWAS), and the meniscal injury data from the FinnGen database was used as the outcome indicators. The causal relationships and mediating factors were analyzed using two‐sample univariate MR, multivariate MR, and intermediate MR.

After applying the Bonferroni correction, the IVW model indicated that five obesity‐related indicators, namely, waist circumference (p < 0.001, OR = 1.6333), BMI (p < 0.001, OR = 1.5175), body fat percentage (p < 0.001, OR = 1.5449), and left (p < 0.001, OR = 1.9432)/right (p < 0.001, OR = 1.9099) leg fat percentage, increased the risk of meniscal injuries, and total body bone mineral density (p = 0.0014, OR = 1.1098) also increased the risk of meniscal injury. The direction of MR‐identified causal relationships was consistent without horizontal pleiotropy. Multivariate and mediated MR analyses revealed that the hazardous effects of body fat percentage might be mediated by serum uric acid levels.

Our study suggests that increases in serum uric acid levels, driven by body fat percentage, may increase the risk of meniscal injuries. We hope that these findings will provide new insights for the prevention and treatment of meniscal injury.

## Linked entities

- **Diseases:** obesity (MONDO:0011122)

## Full-text entities

- **Genes:** ATP1B4 (ATPase Na+/K+ transporting family member beta 4) [NCBI Gene 23439], APOA1 (apolipoprotein A1) [NCBI Gene 335] {aka AMYLD3, HPALP2, apo(a)}, APOB (apolipoprotein B) [NCBI Gene 338] {aka FCHL2, FLDB, LDLCQ4, apoB-100, apoB-48}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, COX2 (cytochrome c oxidase subunit II) [NCBI Gene 4513] {aka COII, MTCO2}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, CSF2RB (colony stimulating factor 2 receptor subunit beta) [NCBI Gene 1439] {aka CD131, CDw131, IL3RB, IL5RB, SMDP5, betaGMR}, MMP3 (matrix metallopeptidase 3) [NCBI Gene 4314] {aka CHDS6, MMP-3, SL-1, STMY, STMY1, STR1}
- **Diseases:** osteoporosis (MESH:D010024), knee OA (MESH:D020370), MVMR (MESH:C562757), joint damage (MESH:D007592), intervertebral disc injuries (MESH:C535531), rheumatoid arthritis (MESH:D001172), Meniscal Injuries (MESH:D010007), hyperuricemia (MESH:D033461), Type 1 diabetes (MESH:D003922), adiposity (MESH:D018205), Type 2 diabetes (MESH:D003924), musculoskeletal disorders (MESH:D009140), MetS (MESH:D024821), degenerative diseases (MESH:D019636), injuries (MESH:D014947), inflammation (MESH:D007249), sarcopenia (MESH:D055948), cartilage damage (MESH:D002357), OA (MESH:D010003), metabolic disorders (MESH:D008659), functional (MESH:D003291), HC (MESH:D025981), Obesity (MESH:D009765), sclerosis (MESH:D012598), BMD (MESH:D001851)
- **Chemicals:** 25-hydroxyvitamin D (MESH:C104450), BFP (-), calcium (MESH:D002118), glucose (MESH:D005947), lipids (MESH:D008055), triglyceride (MESH:D014280), uric acid (MESH:D014527), cholesterol (MESH:D002784)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12929031/full.md

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12929031/full.md

## References

50 references — full list in the complete paper: https://tomesphere.com/paper/PMC12929031/full.md

---
Source: https://tomesphere.com/paper/PMC12929031