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Association between long-term levels of the C-reactive protein-triglyceride-glucose index and changes in sarcopenia status among middle-aged and older adults, China
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Zhen-yu GAO1, Jia-qi HUANG1, Li-jun LIANG1, Xiong XIAO1, 2
Modern Preventive Medicine | 2026, 53(8) : 1516 - 1522
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Modern Preventive Medicine | 2026, 53(8): 1516-1522
• Clinical Medicine and Prevention •
Association between long-term levels of the C-reactive protein-triglyceride-glucose index and changes in sarcopenia status among middle-aged and older adults, China
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Zhen-yu GAO1, Jia-qi HUANG1, Li-jun LIANG1, Xiong XIAO1, 2
Affiliations
  • Department of Epidemiology and Health Statistics, West China School of Public Health/West China Fourth Hospital, Sichuan University, Chengdu, Sichuan 610041, China
Published: 2026-04-25 doi: 10.20043/j.cnki.MPM.202601054
Outline
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Objective

To investigate the longitudinal association between long-term levels of the C-reactive protein-triglyceride-glucose index (CTI) and changes in sarcopenia status among middle-aged and older adults in China.

Methods

This study was based on data from the baseline survey and the second follow-up of the China Health and Retirement Longitudinal Study (CHARLS). Long-term CTI levels were characterized using k-means clustering-derived categories and cumulative CTI. Changes in sarcopenia status were defined according to sarcopenia status at baseline and at follow-up. Multivariable logistic regression models were used to examine longitudinal associations. Stratified analyses were performed, and dose–response relationships were assessed using restricted cubic spline models.

Results

A total of 3 377 middle-aged and older participants who met the inclusion and exclusion criteria were included in the analysis. K-means clustering classified long-term CTI levels into three groups: persistently low, persistently moderate, and persistently high. Compared with the persistently low CTI group, individuals with persistently high CTI levels had a significantly higher risk of sarcopenia progression (OR=1.66, 95%CI: 1.07~2.57; P<0.05), with generally consistent directions across subgroups. Using the median cumulative CTI (14.29) as the reference, the risk of sarcopenia progression initially decreased and then increased with increasing cumulative CTI, with a elevation in risk within the range of 15~17. The highest risk was approximately 1.53 times that of the reference value (OR=1.53, 95%CI: 1.17~1.99; P<0.05).

Conclusion

Among middle-aged and older adults in China, persistently high long-term CTI levels are associated with an increased risk of sarcopenia progression, providing epidemiological evidence to support the prevention of the onset and progression of sarcopenia.

Middle-aged and elderly Chinese population  /  C-reactive protein-triglyceride-glucose index  /  Sarcopenia  /  CTI  /  AWGS
高振宇, 黄佳琪, 梁丽君, 肖雄. 中国中老年人群中C反应蛋白-甘油三酯-葡萄糖指数长期水平与肌少症状态变化的关联分析. 现代预防医学, 2026 , 53 (8) : 1516 -1522 . DOI: 10.20043/j.cnki.MPM.202601054
Zhen-yu GAO, Jia-qi HUANG, Li-jun LIANG, Xiong XIAO. Association between long-term levels of the C-reactive protein-triglyceride-glucose index and changes in sarcopenia status among middle-aged and older adults, China[J]. Modern Preventive Medicine, 2026 , 53 (8) : 1516 -1522 . DOI: 10.20043/j.cnki.MPM.202601054
Year 2026 volume 53 Issue 8
26
14
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doi: 10.20043/j.cnki.MPM.202601054
  • Receive Date:2026-01-05
  • Online Date:2026-11-02
  • Published:2026-04-25
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  • Received:2026-01-05
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    Department of Epidemiology and Health Statistics, 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
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Number of
genus
种数
Number of
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Percentage of
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Number of
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Percentage of total
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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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