Related Experiment Video
Updated: Jan 16, 2026

Analyses of Proteinuria, Renal Infiltration of Leukocytes, and Renal Deposition of Proteins in Lupus-prone MRL/lpr Mice
Published on: June 8, 2022
Potential causal effect of SLE on osteoporosis, and the mediation effect: a Mendelian randomisation study
Zhaoqing Wang1,2, Jiaxuan Yang1,2, Qingya Shi3
1Vanke School of Public Health, Tsinghua University, Beijing, China.
Objective:
This study uses Mendelian randomisation (MR) to investigate the causal link between SLE and osteoporosis across different ethnic groups.
Methods:
Genetic variants associated with SLE were identified from publicly available genome-wide association studies in European and East Asian populations. Two-sample MR (TSMR) analysis and meta-analysis with inverse variance weighting (IVW) assessed their effects on bone mineral density (BMD) and fracture risk. Multivariable MR (MVMR) analysis in East Asians adjusted for potential mediators, and two-step mediation analysis evaluated mediation effects of independent covariates.
Results:
A meta-analysis of IVW results from TSMR in East Asian populations revealed a significant positive genetic association of SLE with osteoporosis (OR=1.023, CI 1.007 to 1.040, p<0.01). A similar, although weaker, association was observed in the European population (OR=1.001, CI 1.000 to 1.001, p<0.01). Furthermore, SLE was identified as a risk factor for reduced BMD in both East Asian (β=-0.0690, p<0.05) and European (β=-0.0109, p<0.05) populations, and for fracture risk in European (OR=1.002, p<0.05) populations, while no significant association was observed in the East Asian population (OR=1.010, p=0.705). MVMR analysis of East Asian data assessed mediation effects and found that the SLE-osteoporosis association was nullified after adjusting for cardiovascular disease and health status. Mediation analysis identified low-density lipoprotein cholesterol (LDL-C) and anti-inflammatory medication use as independent mediators, with mediation effects of 0.1170 and 0.0510, respectively. No significant heterogeneity or pleiotropy was detected.
Conclusions:
SLE appears to be a causal risk factor for osteoporosis. LDL-C and anti-inflammatory medication use mediate this relationship, suggesting the importance of managing these factors in patients with SLE to reduce osteoporosis risk.
Related Concept Videos
Study Designs in Epidemiology
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and...
Bone Disorders
Bone deposition is also affected by the levels of sex hormones like estrogen and testosterone that promote osteoblast activity and bone matrix synthesis. When the level of these hormones decreases due to aging, it causes a reduction in bone deposition. As a result, bone resorption by osteoclasts...
Lethal Alleles
Lucien Cuénot discovered lethal alleles in 1905 while studying the inheritance of coat color in mice. The agouti gene is responsible for the color of the coat in mice. This gene codes for an agouti-signaling protein, which is responsible for melanin distribution in mammals. The wild-type allele gives rise to gray-brown coat color in mice, while the mutant allele gives rise to yellow coat color. In addition to coat color, the agouti gene is associated with the yellow...
