Evidence map›Paper›PMID 41952114›Full record

ArticleBMC cardiovascular disorders2026

Association of early blood glucose metrics with short- and long-term prognosis in acute myocardial infarction patients: a retrospective cohort study.

Ji Jia, Si-Ming Tao, Su-Li Bao, Ying-Bo Shuang, Ke-Xin Peng, Yi-Hua Luo, Hua Jiang, Ai-Ni Yang, Hua-Lei Dai, Zhi-Gang Yang and 2 more

Abstract read
In one paragraph

Article in BMC cardiovascular disorders, 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Ji Jia *Department of Cardiology, The Affiliated Hospital of Yunnan University, No. 176, Qingnian Street, Wuhua District, Kunming, Yunnan, 650021, China.
Si-Ming Tao *Department of Cardiology, The Affiliated Hospital of Yunnan University, No. 176, Qingnian Street, Wuhua District, Kunming, Yunnan, 650021, China.
Su-Li BaoKunming Medical University, Kunming, Yunnan, 650021, China.
Ying-Bo ShuangYunnan University, Kunming, Yunnan, 650021, China.
Ke-Xin PengYunnan University, Kunming, Yunnan, 650021, China.
Yi-Hua LuoKunming Medical University, Kunming, Yunnan, 650021, China.
Hua JiangKunming Medical University, Kunming, Yunnan, 650021, China.
Ai-Ni YangKunming Medical University, Kunming, Yunnan, 650021, China.
Hua-Lei DaiDepartment of Cardiology, The Affiliated Hospital of Yunnan University, No. 176, Qingnian Street, Wuhua District, Kunming, Yunnan, 650021, China.
Zhi-Gang YangDepartment of Cardiology, The Affiliated Hospital of Yunnan University, No. 176, Qingnian Street, Wuhua District, Kunming, Yunnan, 650021, China.
Wei WeiDepartment of Cardiology, The Affiliated Hospital of Yunnan University, No. 176, Qingnian Street, Wuhua District, Kunming, Yunnan, 650021, China.
Yun-Zhu PengDepartment of Cardiology, The Affiliated Hospital of Yunnan University, No. 176, Qingnian Street, Wuhua District, Kunming, Yunnan, 650021, China. pengyunzhu0308@163.com.

Funding

National Natural Science Foundation of China 82160439Yunnan University Medical Research Foundation YDYXJJ2024-0001Yunnan University Medical Research Foundation YDYXJJ2024-0007Yunnan University Medical Research Foundation YDYXJJ2025-0044
6 · The paper itself

Abstract

backgroundAcute myocardial infarction (AMI) remains a major cause of morbidity and mortality globally. Recent evidence suggests that beyond single blood glucose measurements, early glycemic fluctuations and stress hyperglycemia may have significant prognostic implications in AMI patients. This study investigates the association between early blood glucose variability indices—including glucose standard deviation (SD), coefficient of variation (CV), mean, and range—and outcomes, as well as the prognostic role of the stress hyperglycemia ratio (SHR) and admission glucose.

methodsWe conducted a retrospective cohort study using data extracted from the MIMIC-IV database. Blood glucose measurements within the first 48 h of hospital admission were used to calculate glycemic variability metrics and the SHR. Cox proportional hazards regression models, along with restricted cubic spline (RCS) analyses, were employed to evaluate the relationship between these glucose metrics and the primary outcome of 5-year all-cause mortality, as well as the secondary outcome of in-hospital mortality.

resultsA total of 2773 AMI patients were included in the final analysis. Higher glycemic variability, as indicated by increased glucose SD, CV, mean, and range, was significantly associated with elevated mortality risk. In contrast, the associations of SHR and admission glucose with mortality exhibited a U-shaped pattern. Notably, the lowest hazard ratios were observed at an SHR of 0.85 and an admission glucose of 96.3 mg/dL, suggesting that moderate levels of these metrics represent cohort-specific risk minima associated with the most favorable prognosis. Additionally, subgroup analyses revealed that older patients and those with diabetes are particularly vulnerable to adverse outcomes related to extreme glycemic deviations.

conclusionsEarly glycemic variability and stress hyperglycemia are significantly associated with short- and long-term mortality in AMI patients. Moderate levels of SHR and admission glucose correlate with the lowest mortality risk, underscoring the importance of optimizing glycemic stability.

Indexed as

Blood GlucoseHyperglycemiaMyocardial InfarctionAgedBiomarkersDatabases, FactualFemaleHospital MortalityHumansMaleMiddle AgedPatient AdmissionPredictive Value of TestsPrognosisRetrospective StudiesRisk AssessmentBiomarkersBlood GlucoseAcute myocardial infarctionAdmission glucoseBlood glucose variabilityMIMIC-IVMortalityPrognosisStress hyperglycemia ratio

Identifiers

PMID41952114
PMCPMC13196221

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.