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DOI 10.1186/s12916-026-04888-8

Медицинская библиотека · BMC medicine · 2026

The association between GLP-1R expression and cardiovascular-kidney-metabolic-related diseases in non-diabetic and non-obese population: evidence triangulation using Mendelian randomization, observational and polygenic score association analysis.

Chen Zhihe, Yang Qian, Liu Jiajia, Zhao Huiling, Ying Hui, Liu Haoyu, Huang Lanhui, Lin Hong, Wang Shuangyuan, Li Mian, Sun Yangbo, Wang Tiange, Zhao Zhiyun, Xu Min, Chen Yuhong, Xu Yu, Lu Jieli, Ning Guang, Gu Yanyun, Wang Weiqing, Li Jing, Bi Yufang, Zheng Jie

СтатьяНаблюдательное исследованиеПеревод в очереди

Аннотация

BACKGROUND

Glucagon-like peptide-1 receptor (GLP-1R) agonists are emerging as promising therapies for cardiovascular-kidney-metabolic (CKM) related diseases in individuals with type 2 diabetes mellitus (T2DM) or obesity. But their effects in non-obese and non-diabetic individuals are unclear. This study triangulates evidence using Mendelian randomization (MR), polygenic scores (PGS) and observational analyses to estimate the associations of GLP-1R expression with chronic kidney disease (CKD), heart failure (HF) and metabolic dysfunction-associated steatotic liver disease (MASLD).

METHODS

For the MR analysis, instruments mimicking GLP-1R expression were identified using pancreas-specific cis-expression quantitative trait loci from GTEx (N ≤ 305). MR-Robust method was used as the primary MR approach. PGS and observational analyses were performed both in non-diabetic and non-obese individuals separately. A genome-wide association study (GWAS) for MASLD (14,231 cases and 348,091 controls) was performed in the general population using data from UK Biobank.

RESULTS

GLP-1R expression showed robust effects on CKD (odds ratio [OR] 0.96, 95%CI 0.95 to 0.97, q = 1.7 × 10- 10 ), HF (OR = 0.96, 95%CI 0.94 to 0.97, q = 2.5 × 10- 8) and MASLD (OR = 0.96, 95%CI 0.93 to 0.98, q = 1.3 × 10- 3) in the general population. Consistent results were observed in validation analyses. Furthermore, PGS and observational analyses among non-T2DM and non-obese individuals found little evidence to support its association with CKD, HF or MASLD. GWAS analysis identified eight conditionally independent variants associated with MASLD, in which rs563199662 was a new signal located at TFPI region.

CONCLUSIONS

This study provides multilayered evidence for GLP-1R expression in mitigating CKD, HF and MASLD risks in the general population, while de-prioritized its effect on CKM-related diseases in non-obese and non-diabetic individuals. Further clinical trials are needed to validate the effects of GLP-1R agonists in relative health population.

Для цитирования: Chen Zhihe, Yang Qian, Liu Jiajia, Zhao Huiling, Ying Hui, Liu Haoyu, Huang Lanhui, Lin Hong, Wang Shuangyuan, Li Mian, Sun Yangbo, Wang Tiange, Zhao Zhiyun, Xu Min, Chen Yuhong, Xu Yu, Lu Jieli, Ning Guang, Gu Yanyun, Wang Weiqing, Li Jing, Bi Yufang, Zheng Jie. The association between GLP-1R expression and cardiovascular-kidney-metabolic-related diseases in non-diabetic and non-obese population: evidence triangulation using Mendelian randomization, observational and polygenic score association analysis.. BMC medicine. 2026. DOI: 10.1186/s12916-026-04888-8.

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