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Research Article | Open Access

Prognostic value of TC/HDL-C ratios in ischemic stroke: a multicenter observational study

Hang Ruana,b,1Qin Zhangc,1Ping Zhangd( )Yingxin Tangd( )Xiao Rana,b( )
Department of Critical-care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
Department of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
Department of Anesthesiology, Hubei Key Laboratory of Geriatric Anesthesia and Perioperative Brain Health, and Wuhan Clinical Research Center for Geriatric Anesthesia, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China

1 These authors contributed equally to this work.

Peer review under the responsibility of Editorial Board of Brain Hemorrhages.

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Abstract

Objective

This study aimed to determine the relationship between the total cholesterol to high-density lipoprotein cholesterol (TC/HDL-C) ratio and adverse outcomes in patients with first-ever ischemic stroke (IS), and to validate its potential as a prognostic indicator.

Methods

A dual-cohort study integrating retrospective and prospective designs was conducted. The retrospective cohort included 45,162 patients with first-ever IS, and the prospective cohort comprised an independent sample of 2151 patients with first-ever IS. The primary outcome was a composite of stroke recurrence or all-cause death within five years. In the retrospective cohort, logistic regression and regression discontinuity design (RDD) were used to assess the relationship between TC/HDL-C ratio and adverse outcomes, adjusting for confounding factors (e.g., age, sex, comorbidities, and medication use). In the prospective cohort, logistic regression was employed to validate the association, with Kaplan-Meier survival analysis used to characterize prognosis across TC/HDL-C subgroups. Odds ratio (OR) and 95% confidence interval (CI) were calculated.

Results

In the retrospective cohort, a higher TC/HDL-C ratio was identified as an independent risk factor for Five-year adverse outcomes (univariate analysis: OR 1.35 (95% CI, 1.28–1.42), P < 0.001; multivariate analysis: OR 1.30 (95% CI, 1.22–1.39), P < 0.001), and this association was confirmed by RDD. In the prospective cohort, logistic regression replicated these findings, with each unit increase in TC/HDL-C associated with a 12% higher risk of adverse outcomes [OR 1.12 (95% CI, 1.02–1.23), P < 0.05]. Kaplan-Meier analysis further showed that patients with lower TC/HDL-C ratios had significantly longer event-free survival over the 5-year follow-up (log-rank P < 0.001).

Conclusion

Elevated TC/HDL-C ratio is independently associated with an increased risk of stroke recurrence or death within 5 years in patients with first-ever IS. These findings support the utility of the TC/HDL-C ratio as a clinically relevant prognostic marker for long-term outcomes in IS patients.

References

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Brain Hemorrhages
Pages 82-90

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Cite this article:
Ruan H, Zhang Q, Zhang P, et al. Prognostic value of TC/HDL-C ratios in ischemic stroke: a multicenter observational study. Brain Hemorrhages, 2026, 7(2): 82-90. https://doi.org/10.1016/j.hest.2026.01.003

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Received: 02 April 2025
Revised: 14 August 2025
Accepted: 03 January 2026
Published: 03 February 2026
© 2026 International Hemorrhagic Stroke Association.

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).