Evidence mapPaperPMID 42236962Full record

ArticleScientific reports2026

Association between a composite metabolic index and mortality in critically ill patients with pulmonary hypertension: a retrospective cohort study.

Xiao-Jun Xiang, Dong-Yu Ma, Meng-Yang Liu, Li Ma, Xiao-Long Sun, Jian-Feng Li, Wen-Bo Zhang, Ping Xie

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Article in Scientific reports, 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

8 authors.

Xiao-Jun XiangSchool of Traditional Chinese and Western Medicine, Gansu University of Chinese Medicine, Lanzhou, 730000, China.
Dong-Yu MaThe First Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou, 730000, China.
Meng-Yang LiuThe First Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou, 730000, China.
Li MaSchool of Traditional Chinese and Western Medicine, Gansu University of Chinese Medicine, Lanzhou, 730000, China.
Xiao-Long SunThe First Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou, 730000, China.
Jian-Feng LiDepartment of Cardiovascular Medicine, Gansu Provincial Hospital, National Clinical Research Center for Cardiovascular Diseases (Branch Construction Unit), Lanzhou, 730000, China.
Wen-Bo ZhangSchool of Traditional Chinese and Western Medicine, Gansu University of Chinese Medicine, Lanzhou, 730000, China.
Ping XieSchool of Traditional Chinese and Western Medicine, Gansu University of Chinese Medicine, Lanzhou, 730000, China. pingxie202512@163.com.

Funding

Major Project of Gansu Province Joint Research Fund 24JRRA886Maternal and Child Health Care Hospital of Gansu Province (Gansu Provincial Central Hospital) MCCH2025-3-16National Natural Science Foundation of China 82460051Natural Science Foundation of Gansu Province 26JRRA712
6 · The paper itself

Abstract

Pulmonary hypertension (PH) is a heterogeneous condition with variable prognosis across World Health Organization (WHO) subtypes. The fasting blood glucose to high-density lipoprotein cholesterol (FBG/HDL-C) ratio has been suggested as a metabolic predictor of adverse outcomes in critically ill patients, but its prognostic value in PH remains unclear. This retrospective cohort included 281 ICU patients with pulmonary hypertension (PH) from MIMIC-IV (2008-2022). Patients were divided into tertiles based on ln(1 + FBG/HDL-C). The primary endpoint was 90-day all-cause mortality, which was assessed using Cox proportional hazards regression, with exploratory subgroup analyses by WHO PH groups. In fully adjusted models, patients in the highest tertile of ln(1 + FBG/HDL-C) had higher 90-day mortality than those in the lowest tertile (HR = 3.30, 95% CI: 1.82, 5.97; p < 0.001). Elevated risk was observed across WHO PH Groups 1, 2, and 5, with the most statistically robust and clinically interpretable association in Group 2 (HR = 2.66, 95% CI: 1.40, 5.05; p = 0.003). Elevated FBG/HDL-C ratio was independently associated with 90-day mortality, with the association in Group 2 being the most statistically stable and clinically interpretable.

Indexed as

Blood GlucoseCholesterol, HDLCritical IllnessHypertension, PulmonaryAgedBiomarkersFemaleHumansMaleMiddle AgedPrognosisProportional Hazards ModelsRetrospective StudiesBiomarkersBlood GlucoseCholesterol, HDL90-day mortalityFBG/HDL-CMetabolic dysfunctionPulmonary hypertensionRetrospective cohort

Identifiers

PMID42236962
PMCPMC13469665

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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 Socratic graph.