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Association between glycemic control indices and the risk of gallstone disease
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Hong YANG1, 2, Yi-ting XU1, 2, Xin WANG1, 2, Wen-qian YU1, 2, Hong-yu LI1, 2, Meng-lin HE1, 2, Jing LUO1, 2, Xuan BAI1, 2, Cui-hua ZHANG1, 2, Zi-jie CHEN1, 2, Guo-heng JIANG1, 2, Yi JIANG1, 2, Xin WANG1, 2
Modern Preventive Medicine | 2026, 53(15) : 2689 - 2698
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Modern Preventive Medicine | 2026, 53(15): 2689-2698
• Epidemiology and Statistical Method •
Association between glycemic control indices and the risk of gallstone disease
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Hong YANG1, 2, Yi-ting XU1, 2, Xin WANG1, 2, Wen-qian YU1, 2, Hong-yu LI1, 2, Meng-lin HE1, 2, Jing LUO1, 2, Xuan BAI1, 2, Cui-hua ZHANG1, 2, Zi-jie CHEN1, 2, Guo-heng JIANG1, 2, Yi JIANG1, 2, Xin WANG1, 2
Affiliations
  • Department of Epidemiology and Biostatistics, West China School of Public Health/West China Fourth Hospital, Sichuan University, Chengdu, Sichuan 610041, China
Published: 2026-08-10 doi: 10.20043/j.cnki.MPM.202511273
Outline
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Objective

This study aims to investigate the association between blood glucose control level and the risk of developing gallstone disease (GSD).

Methods

Longitudinal cohort data from the UK Biobank (UKB) through 2023 and cohort data from individuals who underwent health examinations at a hospital in Kaizhou District, Chongqing, between 2013 and 2017 were used. Cox proportional hazards models were applied separately in the two cohorts to investigate the associations of fasting blood glucose (FBG), glycosylated hemoglobin (GHb), and the hemoglobin glycation index (HGI) with the risk of incident GSD, and the results from the two cohorts were pooled using meta-analysis. In addition, trajectory analysis was conducted in the Kaizhou hospital cohort to examine the associations of FBG, GHb, and HGI trajectories with the risk of incident GSD.

Results

Meta-analysis integrating data from the UK Biobank and the Kaizhou cohort showed that each 1-unit increase in FBG was associated with an HR of 1.061 (95% CI: 1.054-1.068) for GSD, and each 1-standard deviation (SD) increase in FBG was associated with an HR of 1.076 (95% CI: 1.067-1.085). Compared to individuals with FBG <6.10 mmol/L, those with FBG between 6.10-<7.0 mmol/L (pooled HR=1.151, 95% CI: 1.095-1.210) and those with FBG ≥7.0 mmol/L (pooled HR=1.398,95% CI: 1.336-1.463) had increased GSD risk. Similarly, compared to individuals with GHb <5.7%, those with GHb between 5.7%-<6.5% (pooled HR=1.044, 95% CI: 1.013-1.076) and those with GHb ≥6.5% (pooled HR=1.187, 95% CI: 1.123-1.255)also showed elevated GSD risk. In the low-HGI group, each 1-unit increase in HGI was associated with an HR of 0.689 (95%CI: 0.570-0.834) for GSD, and each 1-SD increase was associated with an HR of 0.911 (95% CI: 0.868-0.955). In the medium-HGI group, the corresponding HRs were 0.737 (95% CI: 0.562-0.967) per 1-unit increase and 0.962 (95% CI: 0.930-0.995)per 1-SD increase. In the high-HGI group, each 1-unit increase in HGI was associated with an HR of 1.067 (95% CI: 1.006-1.131), and each 1-SD increase was associated with an HR of 1.028 (95% CI: 1.003-1.054). Trajectory analysis revealed that compared to the high-level HGI trajectory group, the low-level HGI trajectory group had a lower risk of GSD (HR=0.187, 95%CI: 0.047-0.743). However, the association between different trajectory groups of FBG and GHb and the risk of GSD did not reach a significant level.

Conclusion

There is a correlation between blood glucose control level and the risk of GSD. Poor blood glucose control will significantly increase the incidence probability of GSD. In future clinical practice, emphasis should be placed on the standardized management of blood glucose. Scientific regulation of blood glucose levels may provide an effective means of reducing the risk of incident GSD.

Glycemic control  /  Gallstone disease  /  Cohort study  /  Trajectory analysis
杨红, 徐逸婷, 王欣, 于文倩, 李鸿钰, 何梦琳, 罗菁, 白轩, 张翠华, 陈梓洁, 江果恒, 江奕, 王新. 血糖控制与胆囊结石发病风险的关联性研究. 现代预防医学, 2026 , 53 (15) : 2689 -2698 . DOI: 10.20043/j.cnki.MPM.202511273
Hong YANG, Yi-ting XU, Xin WANG, Wen-qian YU, Hong-yu LI, Meng-lin HE, Jing LUO, Xuan BAI, Cui-hua ZHANG, Zi-jie CHEN, Guo-heng JIANG, Yi JIANG, Xin WANG. Association between glycemic control indices and the risk of gallstone disease[J]. Modern Preventive Medicine, 2026 , 53 (15) : 2689 -2698 . DOI: 10.20043/j.cnki.MPM.202511273
Year 2026 volume 53 Issue 15
259
113
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doi: 10.20043/j.cnki.MPM.202511273
  • Receive Date:2025-11-20
  • Online Date:2026-09-28
  • Published:2026-08-10
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  • Received:2025-11-20
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    Department of Epidemiology and Biostatistics, West China School of Public Health/West China Fourth Hospital, Sichuan University, Chengdu, Sichuan 610041, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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