Association of remnant cholesterol and cholesterol, high-density lipoprotein, and glucose index with unfavorable outcomes after intravenous thrombolysis in acute ischemic stroke: a dual-center cohort study

Background and purpose: This study aimed to investigate the independent and joint effects of two novel lipid-derived biomarkers-Remnant cholesterol (RC) and Cholesterol, high-density lipoprotein, and glucose (CHG) index-with hemorrhagic transformation (HT) and poor prognosis in patients with acute ischemic stroke (AIS) after intravenous thrombolysis (IVT). Methods: In this dual-center retrospective cohort study, 4403 AIS patients undergoing IVT were analyzed. RC and the CHG index were calculated from routine baseline biochemical measurements. The primary outcome was HT, and the secondary outcome was poor prognosis at 90 days (modified Rankin Scale [mRS] score > 2). Multivariable logistic regression and restricted cubic spline (RCS) models were used to assess linear and non-linear associations. Subgroup and receiver operating characteristic (ROC) analyses were conducted to evaluate robustness and discriminative ability. Mediation analysis explored the potential mediating role of the systemic immune-inflammation index (SII). Results: < 0.001) than alone. Mediation analysis further showed that SII partially mediated these associations. Conclusion: High RC and CHG levels were associated with a lower risk of HT and poor prognosis in AIS patients undergoing IVT. Integrating these biomarkers enhances predictive performance, supporting their potential utility in pre-thrombolysis risk stratification and personalized treatment decision-making.

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Publication Details

Journal
Frontiers in Immunology
Published
2026-03-31
DOI
https://doi.org/10.3389/fimmu.2026.1797414
Primary Topic
Acute Ischemic Stroke Management
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article
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article

Association of remnant cholesterol and cholesterol, high-density lipoprotein, and glucose index with unfavorable outcomes after intravenous thrombolysis in acute ischemic stroke: a dual-center cohort study

Kezhong Zhang, Yubo Yuan, Boxue X. Du, Zefu Yin et al.
Frontiers in Immunology
Acute Ischemic Stroke Management
article

Association of remnant cholesterol and cholesterol, high-density lipoprotein, and glucose index with unfavorable outcomes after intravenous thrombolysis in acute ischemic stroke: a dual-center cohort study

Kezhong Zhang, Yubo Yuan, Boxue X. Du, Zefu Yin, Yihang Xu, Zhuang Zhu, Hualin Wang, Yao Geng, Jiaxin Shi, Kefan Yi, Min Xu, Deqin Geng
article en

Abstract

Background and purpose: This study aimed to investigate the independent and joint effects of two novel lipid-derived biomarkers-Remnant cholesterol (RC) and Cholesterol, high-density lipoprotein, and glucose (CHG) index-with hemorrhagic transformation (HT) and poor prognosis in patients with acute ischemic stroke (AIS) after intravenous thrombolysis (IVT). Methods: In this dual-center retrospective cohort study, 4403 AIS patients undergoing IVT were analyzed. RC and the CHG index were calculated from routine baseline biochemical measurements. The primary outcome was HT, and the secondary outcome was poor prognosis at 90 days (modified Rankin Scale [mRS] score > 2). Multivariable logistic regression and restricted cubic spline (RCS) models were used to assess linear and non-linear associations. Subgroup and receiver operating characteristic (ROC) analyses were conducted to evaluate robustness and discriminative ability. Mediation analysis explored the potential mediating role of the systemic immune-inflammation index (SII). Results: < 0.001) than alone. Mediation analysis further showed that SII partially mediated these associations. Conclusion: High RC and CHG levels were associated with a lower risk of HT and poor prognosis in AIS patients undergoing IVT. Integrating these biomarkers enhances predictive performance, supporting their potential utility in pre-thrombolysis risk stratification and personalized treatment decision-making.

Frontiers in ImmunologyVol. 17
Qingdao University (CN), Xuzhou Medical College (CN), Affiliated Hospital of Qingdao University (CN), Nanjing Medical University (CN)
Reduced inequalities
Openalex Percentile: Top 33%
Acute Ischemic Stroke Management
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