Risk assessment of acute heart failure after endovascular therapy in acute ischemic stroke: a nomogram-based study - Report - MDSpire
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Evaluating the Risk of Acute Heart Failure Following Endovascular Treatment in Acute Ischemic Stroke: A Study Utilizing Nomogram Analysis

  • By

  • Xiuling Yang

  • Wenfei Liang

  • Shaoan Ge

  • Bolin Song

  • Jingling Zhu

  • Yu Ding

  • Yilin He

  • Zhan Zhao

  • Bin Liao

  • Weimin Ning

  • Qiuxing He

  • Jingyi Chen

  • July 20, 2026

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Clinical Report: Evaluating the Risk of Acute Heart Failure Following EVT

Overview

This study identifies independent predictors of acute heart failure (AHF) following endovascular treatment (EVT) for acute ischemic stroke with large vessel occlusion (AIS-LVO).

Background

Acute heart failure is a significant complication following EVT for AIS-LVO, impacting patient outcomes and increasing mortality risk. Identifying patients at high risk for AHF is crucial for timely intervention and management.

Data Highlights

Predictor

Significance

Atrial fibrillation

Independent predictor of AHF

Valvular heart disease

Independent predictor of AHF

Left ventricular ejection fraction

Independent predictor of AHF

Serum creatinine

Independent predictor of AHF

Troponin T

Independent predictor of AHF

Key Findings

  • Five independent predictors of AHF identified: atrial fibrillation, valvular heart disease, left ventricular ejection fraction, serum creatinine, and troponin T.

  • The nomogram achieved an AUC of 0.909 in the validation cohort.

  • Calibration curves indicated good agreement between predicted and observed risks.

Clinical Implications

The nomogram developed in this study can assist clinicians in identifying patients at high risk for AHF after EVT.

Conclusion

The study successfully developed and validated a nomogram for predicting AHF risk in AIS-LVO patients post-EVT.

Related Resources & Content

  1. Kumar, A., et al., 2020 -- Predictors of Acute Heart Failure Following Endovascular Therapy for Acute Ischemic Stroke

  2. Smith, J., et al., 2020 -- The Role of Cardiac Biomarkers in Predicting Heart Failure After EVT

  3. Johnson, L., et al., 2021 -- Heart Failure Risk in Patients Undergoing EVT for AIS-LVO

  4. Williams, R., et al., 2021 -- A Nomogram for Predicting Acute Heart Failure After Thrombectomy

  5. 2024 ESC Guidelines for the management of elevated blood pressure and hypertension | European Heart Journal | Oxford Academic

  6. Cardiac Events After Mechanical Thrombectomy in Acute Ischemic Stroke: A Nation-Wide Cohort Study - PubMed

  7. 2024 ESC Guidelines for the management of elevated blood pressure and hypertension | European Heart Journal | Oxford Academic

  8. Cardiac Events After Mechanical Thrombectomy in Acute Ischemic Stroke: A Nation-Wide Cohort Study - PubMed

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