Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Jul 29;20(7):e0327171.
doi: 10.1371/journal.pone.0327171. eCollection 2025.

The association between remnant cholesterol and the risk of osteoporotic vertebral fracture in older adults

Affiliations

The association between remnant cholesterol and the risk of osteoporotic vertebral fracture in older adults

Changzhi Liu et al. PLoS One. .

Abstract

Background: Serum lipid levels have been shown to influence bone mineral density. Additionally, a limited number of studies have suggested that remnant cholesterol (RC) may be linked to the risk of osteoporosis. However, the relationship between RC and fracture risk remains unclear. This study aimed to explore the association between RC levels and the risk of vertebral fractures in a longitudinal cohort.

Methods: A total of 1995 participants aged 50 years or older who underwent chest computed tomography (CT) scans for lung cancer screening between July 2016 and December 2019 were included in this study. Follow-up continued until June 2023. The concentration of RC was calculated via the following formula: total cholesterol minus the sum of high-density lipoprotein cholesterol and low-density lipoprotein cholesterol. The RC-to-cholesterol ratio was also determined. The participants were divided into low and high groups for RC, and the RC-to-cholesterol ratio was based on the median values. Vertebral fractures were assessed via the Genant semiquantitative classification system on CT-reconstructed sagittal images.

Results: During a median follow-up period of 60 months, 95 new vertebral fractures were recorded. The incidence of fractures was significantly greater among participants with low RC levels than among those with high RC levels (6.4% vs. 3.1%, P < 0.01). A multivariate Cox proportional hazards model indicated that individuals with high RC levels had a 41% lower risk of vertebral fractures than those with low RC levels did (adjusted hazard ratio [aHR]: 0.48, 95% confidence interval [CI]: 0.24--0.93). Similar findings were observed for the RC-to-cholesterol ratio (aHR: 0.40, 95% CI: 0.21-0.79). Restricted cubic spline analysis further demonstrated that the risk of vertebral fractures decreased as the RC level and the RC-to-cholesterol ratio increased. Subgroup analysis revealed that the association between RC and fracture risk was mainly observed in women.

Conclusion: Higher levels of remnant cholesterol and a higher RC-to-cholesterol ratio were associated with a reduced risk of vertebral fractures, particularly in women.

PubMed Disclaimer

Conflict of interest statement

The authors have declared that no competing interests exist.

Figures

Fig 1
Fig 1. Incidence of vertebral fracture in women and men during follow-up divided by the remnant cholesterol level (A) and the remnant cholesterol/cholesterol ratio (B).
Fig 2
Fig 2. Cumulative probability curves of vertebral fracture risk divided by low and high levels of remnant cholesterol (A) or the remnant cholesterol/cholesterol ratio (B).
Fig 3
Fig 3. Restricted cubic splines show the multivariable adjusted hazard ratio for the risk of vertebral fracture according to the levels of remnant cholesterol (A) and the remnant cholesterol/cholesterol ratio (B).
Age, sex, bone attenuation, diabetes status, body mass index, serum albumin, high-density lipoprotein cholesterol, total cholesterol, and high-density lipoprotein cholesterol were adjusted.

Similar articles

References

    1. Kelsey JL. Risk factors for osteoporosis and associated fractures. Public Health Rep. 1989;104 Suppl(Suppl):14–20. - PMC - PubMed
    1. Zhang J, Hu W, Zou Z, Li Y, Kang F, Li J, et al. The role of lipid metabolism in osteoporosis: Clinical implication and cellular mechanism. Genes Dis. 2023;11(4):101122. doi: 10.1016/j.gendis.2023.101122 - DOI - PMC - PubMed
    1. Wang X, Zhang C, Zhao G, Yang K, Tao L. Obesity and lipid metabolism in the development of osteoporosis (Review). Int J Mol Med. 2024;54(1):61. doi: 10.3892/ijmm.2024.5385 - DOI - PMC - PubMed
    1. Cao L, Wu W, Deng X, Guo H, Pu F, Shao Z. Association between total cholesterol and total bone mineral density in US adults: National Health and Nutrition Examination Survey (NHANES), 2011–2018. J Orthop Surg Res. 2023;18(1):40. doi: 10.3892/ijmm.2024.5385 - DOI - PMC - PubMed
    1. Li GH-Y, Cheung C-L, Au PC-M, Tan KC-B, Wong IC-K, Sham P-C. Positive effects of low LDL-C and statins on bone mineral density: an integrated epidemiological observation analysis and Mendelian randomization study. Int J Epidemiol. 2020;49(4):1221–35. doi: 10.1093/ije/dyz145 - DOI - PubMed