Evidence map›Paper›PMID 35961351›Full record

ArticleThe Lancet. Global health2022

Enhanced bedside mortality prediction combining point-of-care lactate and the quick Sequential Organ Failure Assessment (qSOFA) score in patients hospitalised with suspected infection in southeast Asia: a cohort study.

Shelton W Wright, Viriya Hantrakun, Kristina E Rudd, Chuen-Yen Lau, Khie Chen Lie, Nguyen Van Vinh Chau, Prapit Teparrukkul, T Eoin West, Direk Limmathurotsakul

Open access · goldAbstract read
In one paragraph

Article in The Lancet. Global health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 3 pooled it
7.2field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

30 citing papers in PubMed, 3 syntheses or guidelines pooled it, 49 citations in OpenAlex.

  1. Pooled it
  2. Lactate-enhanced-qSOFA (LqSOFA) score as a predictor of in-hospital mortality in patients with sepsis: systematic review and meta-analysis.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2025
    Pooled it
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  5. Serial Lactate in Clinical Medicine - A Narrative Review.Journal of intensive care medicine · 2026
    Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 7 institutions in 4 countries.

Shelton W WrightDivision of Pediatric Critical Care Medicine, Department of Pediatrics, University of Washington, Seattle, WA, USA. Electronic address: shelwi@uw.edu.
Viriya HantrakunMahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.
Kristina E RuddDepartment of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
Chuen-Yen LauCollaborative Clinical Research Branch, Division of Clinical Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA.
Khie Chen LieDepartment of Internal Medicine, Faculty of Medicine, University of Indonesia, Jakarta, Indonesia.
Nguyen Van Vinh ChauHospital for Tropical Diseases, Ho Chi Minh City, Vietnam; Department of Internal Medicine, Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.
Prapit TeparrukkulDepartment of Internal Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand.
T Eoin WestDivision of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, USA; Department of Global Health, University of Washington, Seattle, WA, USA; Department 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; Department of Tropical Hygiene, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.
Mahidol University · THUniversity of Washington · USHospital for Tropical Diseases · VNNational Institute of Allergy and Infectious Diseases · USSappasithiprasong Hospital · THUniversity of Indonesia · IDUniversity of Pittsburgh · US

Funding

Pediatric Critical Care Scientist Development ProgramK12HD047349 · NICHD · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI HEATHER T. KEENAN, Kevin M Watt · 2004 to 2026
$17.0M
Anesthesiology & Perioperative Medicine Training GrantT32GM086270 · NIGMS · UNIVERSITY OF WASHINGTON · PI Tonya M Palermo · 2009 to 2026
$4.3M
Integrated Multi-omics of MelioidosisR01AI137111 · NIAID · UNIVERSITY OF WASHINGTON · PI GHARIB, SINA A, WEST, TIMOTHY EOIN · 2018 to 2021
$3.2M
Regulation of host inflammatory responses and outcome in melioidosis by TLR5R01HL113382 · NHLBI · UNIVERSITY OF WASHINGTON · PI WEST, TIMOTHY EOIN · 2012 to 2016
$2.6M
The Syndemic of Sepsis, Multimorbidity, Aging, and Low Healthcare Access and Quality in the United StatesK23GM141463 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI RUDD, KRISTINA ELIZABETH · 2021 to 2025
$921k
Pulmonary gamma-delta T cells in lung infectionK08HL157562 · NHLBI · UNIVERSITY OF WASHINGTON · PI WRIGHT, SHELTON WILEY · 2021 to 2025
$804k
NHLBI NIH HHS K08 HL157562NHLBI NIH HHS R01 HL113382NIAID NIH HHS R01 AI137111NICHD NIH HHS K12 HD047349NIGMS NIH HHS K23 GM141463NIGMS NIH HHS T32 GM086270Wellcome TrustWellcome Trust 090219/Z/09/ZWellcome Trust 101103/Z/13/Z
6 · The paper itself

Abstract

backgroundSimple, bedside prediction of infection-related mortality in low-resource settings is crucial for triage and resource-utilisation decisions. We aimed to evaluate mortality prediction by combining point-of-care venous lactate with the quick Sequential Organ Failure Assessment (qSOFA) score in adult patients admitted to hospital with suspected infection in southeast Asia.

methodsWe performed a cohort study by prospectively enrolling patients aged 18 years or older who had been admitted to hospital within the previous 24 h for suspected infection (with at least three documented systemic manifestations of infection according to the 2012 Surviving Sepsis Campaign) at Sunpasitthiprasong Hospital in Ubon Ratchathani, Thailand (derivation cohort). Venous lactate concentration was determined by a point-of-care device and multiple scores were developed. We then evaluated candidate 28-day mortality prediction models combining qSOFA and the lactate scores. A final model was compared with the qSOFA score, a lactate score, and a modified Sequential Organ Failure Assessment (SOFA) score for mortality discrimination using the area under the receiver operating characteristic curve (AUROC). Mortality discrimination of the qSOFA-lactate score was then verified in an external, prospectively enrolled, multinational cohort in southeast Asia.

findingsBetween March 1, 2013, and Jan 26, 2017, 5001 patients were enrolled in the derivation cohort; 4980 had point-of-care lactate data available and were eligible for analysis, and 816 died within 28 days of enrolment. The discrimination for 28-day mortality prediction of a qSOFA-lactate score combining the qSOFA score and a lactate score was superior to that of the qSOFA score alone (AUROC 0·78 [95% CI 0·76-0·80] vs 0·68 [0·67-0·70]; p<0·0001) and similar to a modified SOFA score (0·77 [0·75-0·78]; p=0·088). A lactate score alone had superior discrimination compared with the qSOFA score (AUROC 0·76 [95% CI 0·74-0·78]; p<0·0001). 815 patients were enrolled in the external validation cohort and 792 had point-of-care lactate data and were included in the analysis; the qSOFA-lactate score (AUROC 0·77 [95% CI 0·73-0·82]) showed significantly improved 28-day mortality discrimination compared with the qSOFA score alone (0·69 [0·63-0·74]; p<0·0001).

interpretationIn southeast Asia, rapid, bedside assessments based on point-of-care lactate concentration combined with the qSOFA score can identify patients at risk of sepsis-related mortality with greater accuracy than the qSOFA score alone, and with similar accuracy to a modified SOFA score.

fundingNational Institutes of Health, Wellcome Trust.

Indexed as

Organ Dysfunction ScoresSepsisAdultCohort StudiesHospital MortalityHumansIntensive Care UnitsLactic AcidPoint-of-Care SystemsPrognosisRetrospective StudiesThailandLactic Acid

Identifiers

PMID35961351
PMCPMC9427027
OpenAlexW4291283890

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.