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Variability of remnant cholesterol inflammation index exhibits a dose-response relationship with stroke risk: Evidence from the Chinese Kailuan cohort
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Liuliu CAO1, 3, Man LI4, Zhaohui WU5, Maolin ZHAO1, Baohua WANG2, Li ZHANG1, Peng LI1, Yongna YANG1, Weiguo ZHENG1, Haiyan ZHAO6, Shuohua CHEN6, Shouling WU6, Lixia SUN1
Journal of Army Medical University | 2025, 47(22) : 2847 - 2857
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Journal of Army Medical University | 2025, 47(22): 2847-2857
• Think Tank for Public Health •
Variability of remnant cholesterol inflammation index exhibits a dose-response relationship with stroke risk: Evidence from the Chinese Kailuan cohort
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Liuliu CAO1, 3, Man LI4, Zhaohui WU5, Maolin ZHAO1, Baohua WANG2, Li ZHANG1, Peng LI1, Yongna YANG1, Weiguo ZHENG1, Haiyan ZHAO6, Shuohua CHEN6, Shouling WU6, Lixia SUN1
Affiliations
  • 1Department of Emergency,
  • 2Department of Critical Care Medicine,Affiliated Hospital of North China University of Science and Technology,Tangshan,Hebei
  • 3Graduate School,North China University of Science and Technology,Tangshan,Hebei
  • 4Department of Critical Care Medicine,the First Affiliated Hospital of Jinan University,Guangzhou,Guangdong
  • 5Groduate School Shanxi Medical University,Taiyuan,Shanxi
  • 6Department of Cardiovascular Medicine,Kailuan Hospital,Tangshan,Hebei,China
Published: 2025-11-30 doi: 10.16016/j.2097-0927.202509035
Outline
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Objective

To investigate the association between the variability of remnant cholesterol inflammatory index (RCII), a novel composite biomarker, and the risk of stroke, in order to provide a theoretical basis for stroke prevention.

Methods

A prospective cohort study was conducted on 38 659 Kailuan individuals who took annual physical examinations in 2006, 2008, and 2010. These subjects were grouped based on the quartiles of RCII variability, which was represented by standard deviation (SD) and average real variability (ARV), and were followed up every 2 years, with the occurrence of stroke (including ischemic and hemorrhagic strokes), death, or the end of follow-up on December 31, 2022 as the endpoints. Kaplan-Meier method was used to calculate the cumulative incidence rate of endpoint events across different groups, and log-rank test was used to compare the difference of cumulative incidence of endpoint events in each group. Multivariate Cox proportional hazards regression model was adopted to analyze the association between RCII variability and risk of stroke.

Results

Among the 38 659 participants, a total of 2 539 strokes occurred during a mean follow-up period of 11.22±2.26 years. After adjusting confounding factors, when the participants were grouped by the quartiles of RCII-SD, the hazard ratio (HR) for stroke was 1.034 (95%CI: 0.917~1.167, P=0.584), 1.146 (95%CI: 1.018~1.290, P=0.025), and 1.209 (95%CI: 1.066~1.370, P=0.003), respectively in the Q2, Q3, and Q4 groups, when compared with the Q1 group (Ptrend <0.05). When they were grouped by the quartiles of RCII-ARV, the HR for stroke was 1.008 (95%CI: 0.894~1.136, P=0.901), 1.109 (95%CI: 0.986~1.248, P=0.085), and 1.152 (95%CI: 1.018~1.303, P=0.025), respectively, in the Q2, Q3, and Q4 groups, when compared with the Q1 group. Furthermore, both sensitivity and stratified analyses yielded similar results.

Conclusion

RCII variability is significantly associated with stroke, and the risk of stroke is gradually increasing with increment of the variability. Countermeasures Relevant authorities can focus on reducing RCII variability as a central objective by establishing regular monitoring mechanism, strengthening lifestyle interventions, and standardizing dietary, exercise, and weight management in order to suppress the index fluctuations. The principle of stable lipid-lowering in medication and optimization of therapeutic regimens with stable efficacy should be emphasized to prevent the risk of additional vascular damage.

remnant cholesterol inflammatory index  /  variability  /  stroke
曹柳柳, 李曼, 武朝辉, 赵茂林, 王宝华, 张丽, 李鹏, 杨永娜, 郑维国, 赵海燕, 陈朔华, 吴寿岭, 孙丽霞. 残余胆固醇炎症指数的变异性与卒中风险存在剂量反应关系:来自中国开滦队列的证据. 陆军军医大学学报, 2025 , 47 (22) : 2847 -2857 . DOI: 10.16016/j.2097-0927.202509035
Liuliu CAO, Man LI, Zhaohui WU, Maolin ZHAO, Baohua WANG, Li ZHANG, Peng LI, Yongna YANG, Weiguo ZHENG, Haiyan ZHAO, Shuohua CHEN, Shouling WU, Lixia SUN. Variability of remnant cholesterol inflammation index exhibits a dose-response relationship with stroke risk: Evidence from the Chinese Kailuan cohort[J]. Journal of Army Medical University, 2025 , 47 (22) : 2847 -2857 . DOI: 10.16016/j.2097-0927.202509035
Year 2025 volume 47 Issue 22
18
6
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Article Info
doi: 10.16016/j.2097-0927.202509035
  • Receive Date:2025-09-09
  • Online Date:2026-10-30
  • Published:2025-11-30
Article Data
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History
  • Received:2025-09-09
  • Revised:2025-11-10
Affiliations
    1Department of Emergency,
    2Department of Critical Care Medicine,Affiliated Hospital of North China University of Science and Technology,Tangshan,Hebei
    3Graduate School,North China University of Science and Technology,Tangshan,Hebei
    4Department of Critical Care Medicine,the First Affiliated Hospital of Jinan University,Guangzhou,Guangdong
    5Groduate School Shanxi Medical University,Taiyuan,Shanxi
    6Department of Cardiovascular Medicine,Kailuan Hospital,Tangshan,Hebei,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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