Evidence map›Paper›PMID 42529266›Full record

ArticleFrontiers in cardiovascular medicine2026

The revised cardiac risk index and 90-day mortality after non-cardiac surgery: a retrospective cohort study.

Guangqin Ren, Qing Xie, Xue Guo, Guanglin Sang, Danqing Ren, Zhiwei Li, Xiangmei Tan, Huibing Chen, Yang Song, Lijuan Dong

Abstract read
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Article in Frontiers in cardiovascular medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Guangqin Ren *The Tenth Clinical Medical College of Guangzhou University of Traditional Chinese Medicine, Zhongshan, China.
Qing Xie *The Tenth Clinical Medical College of Guangzhou University of Traditional Chinese Medicine, Zhongshan, China.
Xue GuoThe Tenth Clinical Medical College of Guangzhou University of Traditional Chinese Medicine, Zhongshan, China.
Guanglin SangThe Tenth Clinical Medical College of Guangzhou University of Traditional Chinese Medicine, Zhongshan, China.
Danqing RenThe Tenth Clinical Medical College of Guangzhou University of Traditional Chinese Medicine, Zhongshan, China.
Zhiwei LiInformation Engineering University, Zhengzhou, China.
Xiangmei TanThe Tenth Clinical Medical College of Guangzhou University of Traditional Chinese Medicine, Zhongshan, China.
Huibing ChenThe Tenth Clinical Medical College of Guangzhou University of Traditional Chinese Medicine, Zhongshan, China.
Yang SongGuangzhou University of Chinese Medicine, Guangzhou, China.
Lijuan DongThe Tenth Clinical Medical College of Guangzhou University of Traditional Chinese Medicine, Zhongshan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The Revised Cardiac Risk Index (RCRI) is widely used for predicting major cardiac complications after non-cardiac surgery, but its association with 90-day all-cause mortality is less well established. This study aimed to evaluate the independent association between RCRI scores and 90-day all-cause mortality in a large, diverse cohort of patients undergoing non-cardiac surgery. Methods: We conducted a retrospective cohort study using data from 54,933 adult patients who underwent non-cardiac surgery at a tertiary care center in Singapore between 2012 and 2016. RCRI scores were calculated based on six clinical variables and categorized into four classes. The primary outcome was 90-day all-cause mortality. Survival analysis was performed using Kaplan-Meier curves and multivariable Cox proportional hazards models, with adjustments for demographic and clinical covariates. Results: A total of 735 patients (1.3%) died within 90 days postoperatively. Kaplan-Meier analysis revealed significantly poorer survival in higher RCRI classes (log-rank Conclusion: Higher RCRI scores are independently associated with increased 90-day mortality after non-cardiac surgery, demonstrating a clear dose-response relationship. These findings support the use of RCRI as a practical and effective tool for preoperative risk stratification in diverse surgical populations.

Indexed as

90-day mortalitycohort studynon-cardiac surgerypostoperative outcomesrevised cardiac risk indexrisk stratification

Identifiers

PMID42529266
PMCPMC13417123

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