Evidence map›Paper›PMID 39949755›Full record

ArticleThe Lancet regional health. Southeast Asia2025

Biological subphenotypes in patients hospitalized with suspected infection in Thailand: a secondary analysis of a prospective observational study.

Prapassorn Poolchanuan, Taylor D Coston, Viriya Hantrakun, Parinya Chamnan, Gumphol Wongsuvan, Pavan K Bhatraju, Narisara Chantratita, Direk Limmathurotsakul, T Eoin West, Shelton W Wright

Abstract read
In one paragraph

Article in The Lancet regional health. Southeast Asia, 2025. 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Prapassorn PoolchanuanDepartment of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.
Taylor D CostonDivision of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, USA.
Viriya HantrakunMahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.
Parinya ChamnanCardiometabolic Research Group, Department of Social Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand.
Gumphol WongsuvanMahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.
Pavan K BhatrajuDivision of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, USA.
Narisara ChantratitaDepartment of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.
Direk LimmathurotsakulMahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.
T Eoin WestDivision of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, USA.
Shelton W WrightDivision of Pediatric Critical Care Medicine, Department of Pediatrics, University of Washington, Seattle, WA, USA.

Funding

RESPIRATORY RESEARCH TRAINING PROGRAMT32HL007287 · NHLBI · UNIVERSITY OF WASHINGTON · PI Kristina Anne Crothers, David J. Horne · 1985 to 2026
$16.7M
Identification and Validation of Biological Sub-phenotypes of Sepsis-induced Acute Kidney Injury: A Precision Medicine Approach to Improve Clinical OutcomesR01DK133177 · NIDDK · UNIVERSITY OF WASHINGTON · PI Pavan Kumar Bhatraju · 2022 to 2026
$2.6M
Regulation of host inflammatory responses and outcome in melioidosis by TLR5R01HL113382 · NHLBI · UNIVERSITY OF WASHINGTON · PI WEST, TIMOTHY EOIN · 2012 to 2016
$2.6M
Pulmonary gamma-delta T cells in lung infectionK08HL157562 · NHLBI · UNIVERSITY OF WASHINGTON · PI WRIGHT, SHELTON WILEY · 2021 to 2025
$804k
Determinants of long-term outcomes and heterogeneity in Gram-negative community-acquired pneumoniaF32HL168809 · NHLBI · UNIVERSITY OF WASHINGTON · PI COSTON, TAYLOR DAVID · 2023 to 2024
$181k
NHLBI NIH HHS F32 HL168809NHLBI NIH HHS K08 HL157562NHLBI NIH HHS R01 HL113382NHLBI NIH HHS T32 HL007287NIDDK NIH HHS R01 DK133177
6 · The paper itself

Abstract

Background: Subphenotypes of infected patients have been reported in Europe and North America, but few studies have investigated populations in Southeast Asia. We sought to identify and differentiate subphenotypes of patients hospitalized with suspected infection in rural Thailand using biological markers implicated in the dysregulated host response. Methods: In a cohort of prospectively enrolled patients hospitalized with suspected infection in northeastern Thailand, we measured 15 circulating biomarkers from a random selection of 585 subjects and developed latent profile models to identify subphenotypes. Patient characteristics were compared after subphenotype assignment, and a parsimonious model was developed to identify patient subphenotypes. Findings: We identified and assigned 585 patients to three subphenotypes termed latent biological profile (LBP)-1 (52%), LBP-2 (39%) and LBP-3 (9%). Patients assigned to LBP-3 had a higher risk of 28-day mortality compared to those in LBP-1 and LBP-2 (adjusted relative risk 1.8, 95% confidence interval [CI] 1.1-2.9, P = 0.02). Patient clinical characteristics and biomarker concentrations also differed by subphenotype assignment. A parsimonious three-biomarker model identified subphenotypes in an internal validation cohort (LBP-1: area under the receiver operating curve [AUC] 0.96, 95% CI: 0.94-0.98; LBP-2: AUC 0.77, 95% CI 0.71-0.83; LBP-3: AUC 0.99, 95% CI 0.98-1.00). Interpretation: We identified three biological subphenotypes of patients with suspected infection in rural Thailand, where the burden of infection is high but understudied. Patient subphenotype assignment was characterized by distinct clinical outcomes and biological profiles which could inform contextualized future study design. Funding: The US National Institutes of Health, the Wellcome Trust, and the Firland Foundation.

Indexed as

Global infectionLatent class analysisResource-limitedSubphenotypesTropical infection

Identifiers

PMID39949755
PMCPMC11821389

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LicenceCC BY
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Registered trials

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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.