Evidence map›Paper›PMID 39825277›Full record

ArticleBMC pulmonary medicine2025

The incremental value of aspartate aminotransferase/alanine aminotransferase ratio combined with CURB-65 in predicting treatment outcomes in hospitalized adult community-acquired pneumonia patients with type 2 diabetes mellitus.

Huamei Zhou, Xuelei Zhu, Yi Zhang, Wenjuan Xu, Shiqun Li

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Article in BMC pulmonary medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

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3 · Its place in the literature

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1 citing paper in PubMed, 1 synthesis or guideline pooled it.

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5 · Who and what money

Authors and funding

5 authors.

Huamei ZhouDepartment of Endocrinology, People's Hospital of Nanchuan, Chongqing, 408400, People's Republic of China.
Xuelei ZhuDepartment of Endocrinology, People's Hospital of Nanchuan, Chongqing, 408400, People's Republic of China.
Yi ZhangDepartment of Endocrinology, People's Hospital of Nanchuan, Chongqing, 408400, People's Republic of China.
Wenjuan XuDepartment of Respiratory and Critical Care Medicine, People's Hospital of Nanchuan, Chongqing, 408400, People's Republic of China.
Shiqun LiDepartment of Public Health, People's Hospital of Nanchuan, Chongqing, 408400, People's Republic of China. lsq254244679@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe features of community-acquired pneumonia (CAP) patients with type 2 diabetes mellitus (T2DM) differ from those without. This study aims to spot a routinely tested parameter with discriminative, predictive and prognostic value to enhance CURB-65's prognostic accuracy in CAP patients with T2DM.

methodsWe retrospectively studied consecutive CAP patients from 2020 to 2021, comparing laboratory parameters between patients with and without T2DM. Receiver operating characteristic (ROC) curve analysis, univariate and multivariate logistic regression were used to identify key parameters. The area under the ROC curve (AUC), Fagan's nomogram, net reclassification improvement (NRI), and integrated discrimination improvement (IDI) evaluated the added predictive accuracy.

resultsA total of 720 patients were included, comprising 180 diabetic CAP patients and 540 non-diabetic controls after matching for age, gender, and comorbidities through propensity score matching. In diabetic CAP patients, the aspartate aminotransferase/alanine aminotransferase (AST/ALT) ratio showed the highest AUC (0.676, 95% CI, 0.575-0.776) among laboratory parameters with different distributions between the groups. AST/ALT was also identified as an independent predictor of poor treatment outcome (OR = 3.672, 95% CI, 1.455-9.268, p = 0.006). Adding AST/ALT to CURB-65 slightly increased the AUC, but remarkably enhanced NRI and IDI (AUC, 0.756 vs. 0.782, p = 0.017; continuous NRI, 0.635, 95% CI, 0.304-0.966, p < 0.001; categorical NRI, 0.175, 95% CI, 0.044-0.307, p = 0.009; IDI, 0.043, 95% CI, 0.006-0.080, p = 0.021). An AST/ALT ratio of ≥ 1.625 conferred a 74% post-test probability of poor treatment outcome, while < 1.625 predicted 21%. AST/ALT also predicted outcomes for all the CAP patients enrolled (OR = 1.771, 95% CI, 1.231-2.549, p = 0.002). Predictive accuracy improved after incorporating AST/ALP into CURB-65 in these population (AUC, 0.615 vs. 0.645, p = 0.038; continuous NRI, 0.357, 95% CI, 0.196-0.517, p < 0.001; categorical NRI, 0.264, 95% CI, 0.151-0.376, p < 0.001; IDI, 0.019, 95% CI, 0.008-0.029, p < 0.001).

conclusionsAST/ALT was identified as a discriminative, predictive and prognostic factor for CAP patients with T2DM. The integration of AST/ALT into CURB-65 enhanced outcome prediction for both diabetic and non-diabetic CAP patients.

Indexed as

Alanine TransaminaseAspartate AminotransferasesCommunity-Acquired InfectionsDiabetes Mellitus, Type 2PneumoniaAgedBiomarkersCommunity-Acquired PneumoniaFemaleHumansMaleMiddle AgedPredictive Value of TestsPrognosisRetrospective StudiesROC CurveAlanine TransaminaseAspartate AminotransferasesBiomarkersAspartate aminotransferase/alanine aminotransferase ratio (AST/ALT)Community-acquired pneumonia (CAP)CUBR-65Prognostic modelType 2 diabetes mellitus (T2DM)

Identifiers

PMID39825277
PMCPMC11742778

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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.