Evidence map›Paper›PMID 41654757›Full record

ArticleBMC cardiovascular disorders2026

Comprehensive age-specific metabolic phenotyping in myocardial infarction.

Xiaoxuan Bai, Ming Zeng, Tianyu Wu, Ying Lv, Chen Zhao, Xing Luo, Boling Yi, Huahui Ren, Yixuan Zhang, Liangxiao Xu and 6 more

Abstract readComparative Study
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

16 authors.

Xiaoxuan Bai *State Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Ming Zeng *State Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Tianyu Wu *State Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Ying LvState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Chen ZhaoState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Xing LuoState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Boling YiState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Huahui RenState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Yixuan ZhangState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Liangxiao XuState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Xiuzhu WengState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Shan ZhangState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Yuxiao ZhuState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Sining HuState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China.
Bo YuState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China. yubodr@163.com.
Haibo JiaState Key Laboratory of Frigid Zone Cardiovascular Diseases (SKLFZCD), Key Laboratory of Myocardial Ischemia, Chinese Ministry of Education, Department of Cardiology of the Second Affiliated Hospital, Harbin Medical University, 246 Xuefu Road, Nangang District, Harbin, Heilongjiang, 150086, China. jhb101180@163.com.

Funding

National Natural Science Foundation of China 82370464National Outstanding Youth Science Fund Project of National Natural Science Foundation of China 82425030
6 · The paper itself

Abstract

Aging is a main risk factor for the development of myocardial infarction (MI), with worse clinical outcomes. However, the understanding of age-related metabolic profiles in MI remains unclear. This study aimed to identify the clinical implications of age-specific metabolic phenotyping in the MI population. MI patients were classified into two categories as > 65 years (n = 142) and ≤ 65 years (n = 139). Comprehensive metabolic profiles, including hydrophilic and lipid metabolites, were quantified and compared in MI patients aged > 65 vs. ≤ 65 years. The primary clinical outcome was 3-year major adverse cardiac event (MACE), defined as the composite of cardiac death, non-fatal MI, and any revascularization. Overall, 88 aging-specific metabolites were identified in MI, specifying pathways of insulin resistance, lipolysis in adipocytes, and phenylalanine metabolism. Within the 3-year follow-up, 3-O-Methyldopa (3-OMD), Phenylacetyl-L-Glutamine (PAGln), Taurolithocholic acid (TLCA), and TG (10:0_16:0_18:1) were significantly associated with MACE. In multivariable analysis, 3-OMD (HR = 5.5, [95% CI 1.6–19.2], p = 0.007) and PAGln (HR = 3.8, [95% CI 1.3–11.4], p = 0.02) were the independent predictors of MACE. OCT examination was performed in the majority of MI patients (271/281, 96.4%); plaque rupture was diagnosed in 188 patients, and plaque erosion was identified in 77 patients. 3-OMD and PAGln were significant predictors of MACE in patients with plaque rupture but not in those with plaque erosion. In conclusion, in elderly MI patients, pathways of insulin resistance, lipolysis in adipocytes, and phenylalanine metabolism were activated. 3-OMD and PAGln indicate the poor clinical outcomes in MI patients with plaque rupture.

Indexed as

AgingEnergy MetabolismMetabolomicsMyocardial InfarctionAgedAge FactorsBiomarkersFemaleHumansInsulin ResistanceMaleMiddle AgedPhenotypePrognosisRisk AssessmentRisk FactorsBiomarkersAgingMetabolomicsMyocardial infarctionOptical coherence tomographyOutcomes

Identifiers

PMID41654757
PMCPMC12977704

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