Association between insulin resistance indices and outcomes in patients with heart failure with preserved ejection fraction

All four IR indices are independently associated with MACE in patients with HFpEF. Notably, these IR indices significantly enhance the predictive accuracy of the MAGGIC score, a widely used risk assessment tool in HFpEF. Among these indices, the TyG index demonstrated the highest discriminatory and reclassification abilities, providing the greatest incremental value in predicting MACE and exhibiting significant superiority compared to the other indices. These findings highlight the importance of assessing IR indices, particularly the TyG index, in the risk assessment and management strategies for HFpEF patients. However, it should be noted that our findings need to be validated in diverse populations to ensure their applicability and generalizability.

Authors

Institutions

Publication Details

Journal
Cardiovascular Diabetology
Published
2025-01-22
DOI
https://doi.org/10.1186/s12933-025-02595-x
Citations
22
Primary Topic
Heart Failure Treatment and Management
Type
article
Field-Weighted Citation Impact
30.54

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Association between insulin resistance indices and outcomes in patients with heart failure with preserved ejection fraction

Yuanzhen Lin, Weicheng Ni, Ruihao Jiang, Jingjing Zhu et al.
22 citations
Cardiovascular Diabetology
Heart Failure Treatment and Management
30.54
article

Association between insulin resistance indices and outcomes in patients with heart failure with preserved ejection fraction

Yuanzhen Lin, Weicheng Ni, Ruihao Jiang, Jingjing Zhu, Jing Chen, Di Xu, Hao Zhou
article en
22 citations

Abstract

All four IR indices are independently associated with MACE in patients with HFpEF. Notably, these IR indices significantly enhance the predictive accuracy of the MAGGIC score, a widely used risk assessment tool in HFpEF. Among these indices, the TyG index demonstrated the highest discriminatory and reclassification abilities, providing the greatest incremental value in predicting MACE and exhibiting significant superiority compared to the other indices. These findings highlight the importance of assessing IR indices, particularly the TyG index, in the risk assessment and management strategies for HFpEF patients. However, it should be noted that our findings need to be validated in diverse populations to ensure their applicability and generalizability.

Cardiovascular DiabetologyVol. 24(1)
Wenzhou Medical University (CN), First Affiliated Hospital of Wenzhou Medical University (CN)
National Natural Science Foundation of China
Reduced inequalities
Openalex Percentile: Top 0%
Heart Failure Treatment and Management
30.54
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Association between insulin resistance indices and outcomes in patients with heart failure with preserved ejection fraction — Yuanzhen Lin, Weicheng Ni, et al. · Cardiovascular Diabetology (2025) | TGRS Research Map | TGRS