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Coston TD, Xia L, Wright SW, Hantrakun V, Chamnan P, Wongsuvan G, Phunpang R, Dulsuk A, Thiansukhon E, Shojaie A, Chantratita N, Limmathurotsakul D, Gharib SA, West TE. Pneumonia-specific plasma metabolite profiles among patients hospitalised with infection in Southeast Asia. ERJ Open Res 2025; 11:00582-2024. [PMID: 40432817 PMCID: PMC12107377 DOI: 10.1183/23120541.00582-2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 10/16/2024] [Indexed: 05/29/2025] Open
Abstract
Background Community-acquired pneumonia (CAP) is a major public health threat globally but is understudied in regions with the highest burden. The host immune response during infection may differ based on the site of infection. We hypothesised that analysis of the plasma metabolome in patients hospitalised with suspected infection could identify host response pathways specific to CAP. Methods We analysed the plasma metabolomes of adults admitted to a tertiary care hospital in northeastern Thailand with suspected community-acquired infection. Multivariable linear regression was performed for differential metabolite analyses and the global test was used for pathway analysis comparing patients with CAP versus non-CAP infections and uninfected controls. The least absolute shrinkage and selection operator (LASSO) was used to identify a parsimonious metabolite prognostic signature that was tested on an internal validation set to predict mortality. Results 841 metabolites from 107 CAP patients and 152 non-CAP infected patients were analysed. 52 metabolites were differentially abundant between the CAP and non-CAP groups. CAP was characterised by increased metabolites involved in polyamine metabolism and decreased metabolites involved in lipid pathways. 13 pathways were differentially enriched between the CAP and non-CAP groups, consistent with individual metabolite analyses. 40 metabolites and four pathways were associated with CAP-specific mortality. A four-metabolite signature predicted 28-day mortality in CAP (area under the curve 0.79, 95% CI 0.62-0.97). Conclusion In a rural tropical setting, CAP induced a distinct metabolomic state compared to non-CAP presentations of infection that may reflect the activation of select host immune responses.
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Affiliation(s)
- Taylor D. Coston
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Lu Xia
- Department of Statistics and Probability, Michigan State University, East Lansing, MI, USA
| | - Shelton W. Wright
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Viriya Hantrakun
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Parinya Chamnan
- Department of Social Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Gumphol Wongsuvan
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Rungnapa Phunpang
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Adul Dulsuk
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Ekkachai Thiansukhon
- Department of Social Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Ali Shojaie
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Narisara Chantratita
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Direk Limmathurotsakul
- Mahidol 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
- These authors contributed equally
| | - Sina A. Gharib
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, USA
- These authors contributed equally
| | - T. Eoin West
- Division 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
- These authors contributed equally
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Xia L, Hantrakun V, Teparrukkul P, Wongsuvan G, Kaewarpai T, Dulsuk A, Day NPJ, Lemaitre RN, Chantratita N, Limmathurotsakul D, Shojaie A, Gharib SA, West TE. Plasma Metabolomics Reveals Distinct Biological and Diagnostic Signatures for Melioidosis. Am J Respir Crit Care Med 2024; 209:288-298. [PMID: 37812796 PMCID: PMC10840774 DOI: 10.1164/rccm.202207-1349oc] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 10/09/2023] [Indexed: 10/11/2023] Open
Abstract
Rationale: The global burden of sepsis is greatest in low-resource settings. Melioidosis, infection with the gram-negative bacterium Burkholderia pseudomallei, is a frequent cause of fatal sepsis in endemic tropical regions such as Southeast Asia. Objectives: To investigate whether plasma metabolomics would identify biological pathways specific to melioidosis and yield clinically meaningful biomarkers. Methods: Using a comprehensive approach, differential enrichment of plasma metabolites and pathways was systematically evaluated in individuals selected from a prospective cohort of patients hospitalized in rural Thailand with infection. Statistical and bioinformatics methods were used to distinguish metabolomic features and processes specific to patients with melioidosis and between fatal and nonfatal cases. Measurements and Main Results: Metabolomic profiling and pathway enrichment analysis of plasma samples from patients with melioidosis (n = 175) and nonmelioidosis infections (n = 75) revealed a distinct immuno-metabolic state among patients with melioidosis, as suggested by excessive tryptophan catabolism in the kynurenine pathway and significantly increased levels of sphingomyelins and ceramide species. We derived a 12-metabolite classifier to distinguish melioidosis from other infections, yielding an area under the receiver operating characteristic curve of 0.87 in a second validation set of patients. Melioidosis nonsurvivors (n = 94) had a significantly disturbed metabolome compared with survivors (n = 81), with increased leucine, isoleucine, and valine metabolism, and elevated circulating free fatty acids and acylcarnitines. A limited eight-metabolite panel showed promise as an early prognosticator of mortality in melioidosis. Conclusions: Melioidosis induces a distinct metabolomic state that can be examined to distinguish underlying pathophysiological mechanisms associated with death. A 12-metabolite signature accurately differentiates melioidosis from other infections and may have diagnostic applications.
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Affiliation(s)
- Lu Xia
- Department of Biostatistics
| | | | - Prapit Teparrukkul
- Department of Internal Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand; and
| | | | | | - Adul Dulsuk
- Department of Microbiology and Immunology, and
| | - Nicholas P. J. Day
- Mahidol Oxford Tropical Medicine Research Unit
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | | | - Narisara Chantratita
- Mahidol Oxford Tropical Medicine Research Unit
- Department of Microbiology and Immunology, and
| | - Direk Limmathurotsakul
- Mahidol Oxford Tropical Medicine Research Unit
- Department of Tropical Hygiene, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | | | - Sina A. Gharib
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, and
| | - T. Eoin West
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, and
- Department of Global Health, University of Washington, Seattle, Washington
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Do SN, Dao CX, Nguyen TA, Nguyen MH, Pham DT, Nguyen NT, Huynh DQ, Hoang QTA, Bui CV, Vu TD, Bui HN, Nguyen HT, Hoang HB, Le TTP, Nguyen LTB, Duong PT, Nguyen TD, Le VH, Pham GTT, Bui GTH, Bui TV, Pham TTN, Nguyen CV, Nguyen AD, Phua J, Li A, Luong CQ. Sequential Organ Failure Assessment (SOFA) Score for predicting mortality in patients with sepsis in Vietnamese intensive care units: a multicentre, cross-sectional study. BMJ Open 2023; 13:e064870. [PMID: 36918251 PMCID: PMC10016261 DOI: 10.1136/bmjopen-2022-064870] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/16/2023] Open
Abstract
OBJECTIVES To compare the accuracy of the Sequential Organ Failure Assessment (SOFA) and Acute Physiology and Chronic Health Evaluation II (APACHE II) Scores in predicting mortality among intensive care unit (ICU) patients with sepsis in a low-income and middle-income country. DESIGN A multicentre, cross-sectional study. SETTING A total of 15 adult ICUs throughout Vietnam. PARTICIPANTS We included all patients aged ≥18 years who were admitted to ICUs for sepsis and who were still in ICUs from 00:00 to 23:59 of the specified study days (ie, 9 January, 3 April, 3 July and 9 October of the year 2019). PRIMARY AND SECONDARY OUTCOME MEASURES The primary outcome was hospital all-cause mortality (hospital mortality). We also defined the secondary outcome as all-cause deaths in the ICU (ICU mortality). RESULTS Of 252 patients, 40.1% died in hospitals, and 33.3% died in ICUs. SOFA Score (areas under the receiver operating characteristic curve (AUROC): 0.688 (95% CI 0.618 to 0.758); cut-off value≥7.5; PAUROC<0.001) and APACHE II Score (AUROC: 0.689 (95% CI 0.622 to 0.756); cut-off value ≥20.5; PAUROC<0.001) both had a poor discriminatory ability for predicting hospital mortality. However, the discriminatory ability for predicting ICU mortality of SOFA (AUROC: 0.713 (95% CI 0.643 to 0.783); cut-off value≥9.5; PAUROC<0.001) was fair and was better than that of APACHE II Score (AUROC: 0.672 (95% CI 0.603 to 0.742); cut-off value≥18.5; PAUROC<0.001). A SOFA Score≥8 (adjusted OR (AOR): 2.717; 95% CI 1.371 to 5.382) and an APACHE II Score≥21 (AOR: 2.668; 95% CI 1.338 to 5.321) were independently associated with an increased risk of hospital mortality. Additionally, a SOFA Score≥10 (AOR: 2.194; 95% CI 1.017 to 4.735) was an independent predictor of ICU mortality, in contrast to an APACHE II Score≥19, for which this role did not. CONCLUSIONS In this study, SOFA and APACHE II Scores were worthwhile in predicting mortality among ICU patients with sepsis. However, due to better discrimination for predicting ICU mortality, the SOFA Score was preferable to the APACHE II Score in predicting mortality.Clinical trials registry - India: CTRI/2019/01/016898.
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Affiliation(s)
- Son Ngoc Do
- Center for Critical Care Medicine, Bach Mai Hospital, Hanoi, Viet Nam
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Viet Nam
- Faculty of Medicine, University of Medicine and Pharmacy, Vietnam National University, Hanoi, Vietnam
| | - Co Xuan Dao
- Center for Critical Care Medicine, Bach Mai Hospital, Hanoi, Viet Nam
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Viet Nam
- Faculty of Medicine, University of Medicine and Pharmacy, Vietnam National University, Hanoi, Vietnam
| | - Tuan Anh Nguyen
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Viet Nam
- Center for Emergency Medicine, Bach Mai Hospital, Hanoi, Viet Nam
| | - My Ha Nguyen
- Department of Health Organization and Management, Faculty of Public Health, Thai Binh University of Medicine and Pharmacy, Thai Binh City, Thai Binh, Viet Nam
| | - Dung Thi Pham
- Department of Nutrition and Food Safety, Faculty of Public Health, Thai Binh University of Medicine and Pharmacy, Thai Binh City, Thai Binh, Viet Nam
| | - Nga Thi Nguyen
- Department of Intensive Care and Poison Control, Vietnam-Czechoslovakia Friendship Hospital, Hai Phong City, Viet Nam
| | - Dai Quang Huynh
- Intensive Care Department, Cho Ray Hospital, Ho Chi Minh City, Viet Nam
- Department of Critical Care, Emergency Medicine and Clinical Toxicology, Faculty of Medicine, Ho Chi Minh City University of Medicine and Pharmacy, Ho Chi Minh City, Viet Nam
| | - Quoc Trong Ai Hoang
- Emergency Department, Hue Central General Hospital, Hue City, Thua Thien Hue, Viet Nam
| | - Cuong Van Bui
- Center for Critical Care Medicine, Bach Mai Hospital, Hanoi, Viet Nam
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Viet Nam
| | - Thang Dinh Vu
- Intensive Care Unit, 115 People's Hospital, Ho Chi Minh City, Viet Nam
| | - Ha Nhat Bui
- Intensive Care Unit, Bai Chay General Hospital, Ha Long City, Quang Ninh, Viet Nam
| | - Hung Tan Nguyen
- Intensive Care Unit, Da Nang Hospital, Da Nang City, Viet Nam
| | - Hai Bui Hoang
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Viet Nam
- Emergency and Critical Care Department, Hanoi Medical University Hospital, Hanoi Medical University, Hanoi, Viet Nam
| | | | | | - Phuoc Thien Duong
- Intensive Care Unit, Can Tho Central General Hospital, Can Tho, Viet Nam
| | - Tuan Dang Nguyen
- Intensive Care Unit, Vinmec Times City International Hospital, Hanoi, Viet Nam
| | - Vuong Hung Le
- Intensive Care Unit, Thai Nguyen Central General Hospital, Thai Nguyen City, Thai Nguyen, Viet Nam
| | | | - Giang Thi Huong Bui
- Center for Critical Care Medicine, Bach Mai Hospital, Hanoi, Viet Nam
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Viet Nam
| | - Tam Van Bui
- Department of Intensive Care and Poison Control, Vietnam-Czechoslovakia Friendship Hospital, Hai Phong City, Viet Nam
| | - Thao Thi Ngoc Pham
- Intensive Care Department, Cho Ray Hospital, Ho Chi Minh City, Viet Nam
- Department of Critical Care, Emergency Medicine and Clinical Toxicology, Faculty of Medicine, Ho Chi Minh City University of Medicine and Pharmacy, Ho Chi Minh City, Viet Nam
| | - Chi Van Nguyen
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Viet Nam
- Center for Emergency Medicine, Bach Mai Hospital, Hanoi, Viet Nam
| | - Anh Dat Nguyen
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Viet Nam
- Center for Emergency Medicine, Bach Mai Hospital, Hanoi, Viet Nam
| | - Jason Phua
- FAST and Chronic Programmes, Alexandra Hospital, National University Health System, Singapore
- Division of Respiratory and Critical Care Medicine, Department of Medicine, National University Hospital, National University Health System, Singapore
| | - Andrew Li
- Division of Respiratory and Critical Care Medicine, Department of Medicine, National University Hospital, National University Health System, Singapore
- Department of Intensive Care Medicine, Woodlands Health, Singapore
| | - Chinh Quoc Luong
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Viet Nam
- Faculty of Medicine, University of Medicine and Pharmacy, Vietnam National University, Hanoi, Vietnam
- Center for Emergency Medicine, Bach Mai Hospital, Hanoi, Viet Nam
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Do SN, Luong CQ, Nguyen MH, Pham DT, Nguyen NT, Huynh DQ, Hoang QTA, Dao CX, Vu TD, Bui HN, Nguyen HT, Hoang HB, Le TTP, Nguyen LTB, Duong PT, Nguyen TD, Le VH, Pham GTT, Bui TV, Bui GTH, Phua J, Li A, Pham TTN, Nguyen CV, Nguyen AD. Predictive validity of the quick Sequential Organ Failure Assessment (qSOFA) score for the mortality in patients with sepsis in Vietnamese intensive care units. PLoS One 2022; 17:e0275739. [PMID: 36240177 PMCID: PMC9565713 DOI: 10.1371/journal.pone.0275739] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Accepted: 09/22/2022] [Indexed: 11/07/2022] Open
Abstract
Background The simple scoring systems for predicting the outcome of sepsis in intensive care units (ICUs) are few, especially for limited-resource settings. Therefore, this study aimed to evaluate the accuracy of the quick Sequential (Sepsis-Related) Organ Failure Assessment (qSOFA) score in predicting the mortality of ICU patients with sepsis in Vietnam. Methods We did a multicenter cross-sectional study of patients with sepsis (≥18 years old) presenting to 15 adult ICUs throughout Vietnam on the specified days (i.e., 9th January, 3rd April, 3rd July, and 9th October) representing the different seasons of 2019. The primary and secondary outcomes were the hospital and ICU all-cause mortalities, respectively. The area under the receiver operating characteristic curve (AUROC) was calculated to determine the discriminatory ability of the qSOFA score for deaths in the hospital and ICU. The cut-off value of the qSOFA scores was determined by the receiver operating characteristic curve analysis. Upon ICU admission, factors associated with the hospital and ICU mortalities were assessed in univariable and multivariable logistic models. Results Of 252 patients, 40.1% died in the hospital, and 33.3% died in the ICU. The qSOFA score had a poor discriminatory ability for both the hospital (AUROC: 0.610 [95% CI: 0.538 to 0.681]; cut-off value: ≥2.5; sensitivity: 34.7%; specificity: 84.1%; PAUROC = 0.003) and ICU (AUROC: 0.619 [95% CI: 0.544 to 0.694]; cutoff value: ≥2.5; sensitivity: 36.9%; specificity: 83.3%; PAUROC = 0.002) mortalities. However, multivariable logistic regression analyses show that the qSOFA score of 3 was independently associated with the increased risk of deaths in both the hospital (adjusted odds ratio, AOR: 3.358; 95% confidence interval, CI: 1.756 to 6.422) and the ICU (AOR: 3.060; 95% CI: 1.651 to 5.671). Conclusion In our study, despite having a poor discriminatory value, the qSOFA score seems worthwhile in predicting mortality in ICU patients with sepsis in limited-resource settings. Clinical trial registration Clinical trials registry–India: CTRI/2019/01/016898
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Affiliation(s)
- Son Ngoc Do
- Center for Critical Care Medicine, Bach Mai Hospital, Hanoi, Vietnam
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Vietnam
- Faculty of Medicine, University of Medicine and Pharmacy, Vietnam National University, Hanoi, Vietnam
| | - Chinh Quoc Luong
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Vietnam
- Faculty of Medicine, University of Medicine and Pharmacy, Vietnam National University, Hanoi, Vietnam
- Center for Emergency Medicine, Bach Mai Hospital, Hanoi, Vietnam
- * E-mail:
| | - My Ha Nguyen
- Department of Health Organization and Management, Faculty of Public Health, Thai Binh University of Medicine and Pharmacy, Thai Binh, Vietnam
| | - Dung Thi Pham
- Department of Nutrition and Food Safety, Faculty of Public Health, Thai Binh University of Medicine and Pharmacy, Thai Binh, Vietnam
| | - Nga Thi Nguyen
- Department of Intensive Care and Poison Control, Vietnam-Czechoslovakia Friendship Hospital, Hai Phong, Vietnam
| | - Dai Quang Huynh
- Intensive Care Department, Cho Ray Hospital, Ho Chi Minh City, Vietnam
- Department of Critical Care, Emergency Medicine and Clinical Toxicology, Faculty of Medicine, Ho Chi Minh City University of Medicine and Pharmacy, Ho Chi Minh City, Vietnam
| | - Quoc Trong Ai Hoang
- Emergency Department, Hue Central General Hospital, Hue City, Thua Thien Hue, Vietnam
| | - Co Xuan Dao
- Center for Critical Care Medicine, Bach Mai Hospital, Hanoi, Vietnam
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Vietnam
- Faculty of Medicine, University of Medicine and Pharmacy, Vietnam National University, Hanoi, Vietnam
| | - Thang Dinh Vu
- Intensive Care Unit, People’s Hospital 115, Ho Chi Minh City, Vietnam
| | - Ha Nhat Bui
- Intensive Care Unit, Bai Chay General Hospital, Quang Ninh, Vietnam
| | - Hung Tan Nguyen
- Intensive Care Unit, Da Nang Hospital, Da Nang City, Vietnam
| | - Hai Bui Hoang
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Vietnam
- Emergency and Critical Care Department, Hanoi Medical University Hospital, Hanoi Medical University, Hanoi, Vietnam
| | | | | | - Phuoc Thien Duong
- Intensive Care Unit, Can Tho Central General Hospital, Can Tho, Vietnam
| | - Tuan Dang Nguyen
- Intensive Care Unit, Vinmec Times City International Hospital, Hanoi, Vietnam
| | - Vuong Hung Le
- Intensive Care Unit, Thai Nguyen National Hospital, Thai Nguyen, Vietnam
| | | | - Tam Van Bui
- Department of Intensive Care and Poison Control, Vietnam-Czechoslovakia Friendship Hospital, Hai Phong, Vietnam
| | - Giang Thi Huong Bui
- Center for Critical Care Medicine, Bach Mai Hospital, Hanoi, Vietnam
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Vietnam
| | - Jason Phua
- FAST and Chronic Programmes, Alexandra Hospital, National University Health System, Singapore, Singapore
- Division of Respiratory and Critical Care Medicine, Department of Medicine, National University Health System, Singapore, Singapore
| | - Andrew Li
- Division of Respiratory and Critical Care Medicine, Department of Medicine, National University Health System, Singapore, Singapore
| | - Thao Thi Ngoc Pham
- Intensive Care Department, Cho Ray Hospital, Ho Chi Minh City, Vietnam
- Department of Critical Care, Emergency Medicine and Clinical Toxicology, Faculty of Medicine, Ho Chi Minh City University of Medicine and Pharmacy, Ho Chi Minh City, Vietnam
| | - Chi Van Nguyen
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Vietnam
- Center for Emergency Medicine, Bach Mai Hospital, Hanoi, Vietnam
| | - Anh Dat Nguyen
- Department of Emergency and Critical Care Medicine, Hanoi Medical University, Hanoi, Vietnam
- Center for Emergency Medicine, Bach Mai Hospital, Hanoi, Vietnam
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Prachanukool T, Sanguanwit P, Thodamrong F, Suttapanit K. The 28-Day Mortality Outcome of the Complete Hour-1 Sepsis Bundle in the Emergency Department. Shock 2021; 56:969-974. [PMID: 34779799 PMCID: PMC8579988 DOI: 10.1097/shk.0000000000001815] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 04/06/2021] [Accepted: 05/11/2021] [Indexed: 12/29/2022]
Abstract
INTRODUCTION The Surviving Sepsis Campaign published the Hour-1 Sepsis Bundle in 2018. The first-hour management of patients with sepsis in the emergency department (ED) is important, as suggested in the Hour-1 Sepsis Bundle. The objectives of the present study were to evaluate 28-day mortality and delayed septic shock with use of a complete and incomplete Hour-1 Sepsis Bundle in the ED. METHODS This prospective cohort study included adult patients with sepsis from March to July 2019. We followed the sepsis protocol used in the ED of a tertiary care hospital. RESULTS We enrolled 593 patients, with 55.9% in the complete Hour-1 Sepsis Bundle group. The 28-day mortality was 3.9% overall and no significant difference between the complete and incomplete Hour-1 Sepsis Bundle groups (3.6% vs. 4.2%, P = 0.707). Complete Hour-1 Sepsis Bundle treatment was not associated with 28-day mortality (adjusted OR = 2.04, 95% confidence interval [CI] = 0.72-5.74, P = 0.176) or delayed septic shock (adjusted OR = 0.74, 95% CI = 0.30-1.78, P = 0.499). Completion of each bundle did not affect outcomes of 28-day mortality and delayed septic shock. CONCLUSIONS The complete Hour-1 Sepsis Bundle treatment in the ED was not significantly associated with 28-day mortality and delayed septic shock. TRIAL REGISTRATION The trial was registered in the Thai Clinical Trial Registry, TCTR 20200526013.
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Affiliation(s)
- Thidathit Prachanukool
- Department of Emergency Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
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Somayaji R, Hantrakun V, Teparrukkul P, Wongsuvan G, Rudd KE, Day NPJ, West TE, Limmathurotsakul D. Comparative clinical characteristics and outcomes of patients with community acquired bacteremia caused by Escherichia coli, Burkholderia pseudomallei and Staphylococcus aureus: A prospective observational study (Ubon-sepsis). PLoS Negl Trop Dis 2021; 15:e0009704. [PMID: 34478439 PMCID: PMC8415581 DOI: 10.1371/journal.pntd.0009704] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Accepted: 08/04/2021] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Community acquired bacteremia (CAB) is a common cause of sepsis in low and middle-income countries (LMICs). However, knowledge about factors associated with outcomes of CAB in LMICs is limited. METHODOLOGY/PRINCIPAL FINDINGS A prospective observational study (Ubon-sepsis) of adults admitted to a referral hospital with community-acquired infection in Northeastern Thailand was conducted between March 1, 2013 and February 1, 2017. In the present analysis, patients with a blood culture collected within 24 hours of admission that was positive for one of the three most common pathogens were studied. Clinical features, management, and outcomes of patients with each cause of CAB were compared. Of 3,806 patients presenting with community-acquired sepsis, 155, 131 and 37 patients had a blood culture positive for Escherichia coli, Burkholderia pseudomallei and Staphylococcus aureus, respectively. Of these 323 CAB patients, 284 (89%) were transferred from other hospitals. 28-day mortality was highest in patients with B. pseudomallei bactaeremia (66%), followed by those with S. aureus bacteraemia (43%) and E. coli (19%) bacteraemia. In the multivariable Cox proportional hazards model adjusted for age, sex, transfer from another hospital, empirical antibiotics prior to or during the transfer, and presence of organ dysfunction on admission, B. pseudomallei (aHR 3.78; 95%CI 2.31-6.21) and S. aureus (aHR 2.72; 95%CI 1.40-5.28) bacteraemias were associated with higher mortality compared to E. coli bacteraemia. Receiving empirical antibiotics recommended for CAB caused by the etiologic organism prior to or during transfer was associated with survival (aHR 0.58; 95%CI 0.38-0.88). CONCLUSIONS/SIGNIFICANCE Mortality of patients with CAB caused by B. pseudomallei was higher than those caused by S. aureus and E. coli, even after adjusting for presence of organ dysfunction on admission and effectiveness of empirical antibiotics received. Improving algorithms or rapid diagnostic tests to guide early empirical antibiotic may be key to improving CAB outcomes in LMICs.
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Affiliation(s)
- Ranjani Somayaji
- Department of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Viriya Hantrakun
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Prapit Teparrukkul
- Department of Internal Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Gumphol Wongsuvan
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Kristina E. Rudd
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Nicholas P. J. Day
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Churchill Hospital, Oxford, United Kingdom
| | - T. Eoin West
- Department of Pulmonology, Critical Care and Sleep Medicine, University of Washington, Seattle, Washington, United States of America
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Direk Limmathurotsakul
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Churchill Hospital, Oxford, United Kingdom
- Department of Tropical Hygiene, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
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7
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Booraphun S, Hantrakun V, Siriboon S, Boonsri C, Poomthong P, Singkaew BO, Wasombat O, Chamnan P, Champunot R, Rudd K, Day NPJ, Dondorp AM, Teparrukkul P, West TE, Limmathurotsakul D. Effectiveness of a sepsis programme in a resource-limited setting: a retrospective analysis of data of a prospective observational study (Ubon-sepsis). BMJ Open 2021; 11:e041022. [PMID: 33602702 PMCID: PMC7896572 DOI: 10.1136/bmjopen-2020-041022] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 12/18/2020] [Accepted: 01/05/2021] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE To evaluate the effectiveness of a Sepsis Fast Track (SFT) programme initiated at a regional referral hospital in Thailand in January 2015. DESIGN A retrospective analysis using the data of a prospective observational study (Ubon-sepsis) from March 2013 to January 2017. SETTING General medical wards and medical intensive care units (ICUs) of a study hospital. PARTICIPANTS Patients with community-acquired sepsis observed under the Ubon-sepsis cohort. Sepsis was defined as modified Sequential Organ Failure Assessment (SOFA) Score ≥2. MAIN EXPOSURE The SFT programme was a protocol to identify and initiate sepsis care on hospital admission, implemented at the study hospital in 2015. Patients in the SFT programme were admitted directly to the ICUs when available. The non-exposed group comprised of patients who received standard of care. MAIN OUTCOME The primary outcome was 28-day mortality. The secondary outcomes were measured sepsis management interventions. RESULTS Of 3806 sepsis patients, 903 (24%) were detected and enrolled in the SFT programme of the study hospital (SFT group) and 2903 received standard of care (non-exposed group). Patients in the SFT group had more organ dysfunction, were more likely to receive measured sepsis management and to be admitted directly to the ICU (19% vs 4%). Patients in the SFT group were more likely to survive (adjusted HR 0.72, 95% CI 0.58 to 0.88, p=0.001) adjusted for admission year, gender, age, comorbidities, modified SOFA Score and direct admission to the ICUs. CONCLUSIONS The SFT programme is associated with improved sepsis care and lower risk of death in sepsis patients in rural Thailand, where some critical care resources are limited. The survival benefit is observed even when all patients enrolled in the programme could not be admitted directly into the ICUs. TRIAL REGISTRATION NUMBER NCT02217592.
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Affiliation(s)
- Suchart Booraphun
- Department of Internal Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Viriya Hantrakun
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Suwatthiya Siriboon
- Department of Internal Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Chaiyaporn Boonsri
- Emergency Department, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Pulyamon Poomthong
- Department of Internal Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Bung-Orn Singkaew
- Department of Internal Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Oratai Wasombat
- Department of Internal Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Parinya Chamnan
- Department for Research Support and Development, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Ratapum Champunot
- Department of Internal Medicine, Buddhachinaraj Phitsanulok Hospital, Phitsanulok, Thailand
| | - Kristina Rudd
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Washington, Seattle, Washington, USA
| | - Nicholas P J Day
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Arjen M Dondorp
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Prapit Teparrukkul
- Department of Internal Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Timothy Eoin West
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Washington, Seattle, Washington, USA
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Direk Limmathurotsakul
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Department of Tropical Hygiene, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
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Wright SW, Lovelace-Macon L, Ducken D, Tandhavanant S, Teparrukkul P, Hantrakun V, Limmathurotsakul D, Chantratita N, West TE. Lactoferrin is a dynamic protein in human melioidosis and is a TLR4-dependent driver of TNF-α release in Burkholderia thailandensis infection in vitro. PLoS Negl Trop Dis 2020; 14:e0008495. [PMID: 32764765 PMCID: PMC7439809 DOI: 10.1371/journal.pntd.0008495] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 08/19/2020] [Accepted: 06/18/2020] [Indexed: 11/19/2022] Open
Abstract
Melioidosis is an often-severe tropical infection caused by Burkholderia pseudomallei (Bp) with high associated morbidity and mortality. Burkholderia thailandensis (Bt) is a closely related surrogate that does not require BSL-3 conditions for study. Lactoferrin is an iron-binding glycoprotein that can modulate the innate inflammatory response. Here we investigated the impact of lactoferrin on the host immune response in melioidosis. Lactoferrin concentrations were measured in plasma from patients with melioidosis and following ex vivo stimulation of blood from healthy individuals. Bt growth was quantified in liquid media in the presence of purified and recombinant human lactoferrin. Differentiated THP-1 cells and human blood monocytes were infected with Bt in the presence of purified and recombinant human lactoferrin, and bacterial intracellular replication and cytokine responses (tumor necrosis factor-α (TNF-α), interleukin-1β and interferon-γ) were measured. In a cohort of 49 melioidosis patients, non-survivors to 28 days had significantly higher plasma lactoferrin concentrations compared to survivors (median (interquartile range (IQR)): 326 ng/ml (230-748) vs 144 ng/ml (99-277), p<0.001). In blood stimulated with heat-killed Bp, plasma lactoferrin concentration significantly increased compared to unstimulated blood (median (IQR): 424 ng/ml (349-479) vs 130 ng/ml (91-214), respectively; p<0.001). Neither purified nor recombinant human lactoferrin impaired growth of Bt in media. Lactoferrin significantly increased TNF-α production by differentiated THP-1 cells and blood monocytes after Bt infection. This phenotype was largely abrogated when Toll-like receptor 4 (TLR4) was blocked with a monoclonal antibody. In sum, lactoferrin is produced by blood cells after exposure to Bp and lactoferrin concentrations are higher in 28-day survivors in melioidosis. Lactoferrin induces proinflammatory cytokine production after Bt infection that may be TLR4 dependent.
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Affiliation(s)
- Shelton W. Wright
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Washington, Seattle, Washington, United States of America
| | - Lara Lovelace-Macon
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington, United States of America
| | - Deirdre Ducken
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington, United States of America
| | - Sarunporn Tandhavanant
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Prapit Teparrukkul
- Department of Internal Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Viriya Hantrakun
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Direk Limmathurotsakul
- Mahidol-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
| | - Narisara Chantratita
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - T. Eoin West
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, Washington, United States of America
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Wattanapaiboon K, Banditlerdruk S, Vattanavanit V. Presenting Symptoms in Sepsis: Is the Mnemonic "SEPSIS" Useful? Infect Drug Resist 2020; 13:2199-2204. [PMID: 32753915 PMCID: PMC7354908 DOI: 10.2147/idr.s263964] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 06/24/2020] [Indexed: 12/29/2022] Open
Abstract
Background The mnemonic “SEPSIS” (S = Slurred speech or confusion, E = Extreme shivering or muscle pain, fever, P = Passing no urine all day, S = Severe breathlessness, I = It feels like you are going to die, S = Skin mottled or discolored) has been developed by the World Sepsis Day committee, so as to raise public awareness of the symptomatic presentation of sepsis. However, this mnemonic has not been validated. Methods A retrospective, observational, single-center study was performed. All adult septic patients presenting at the emergency department of Songklanagarind Hospital from 2016 to 2019 were included and followed up until either hospital discharge or death. Results The study included 437 patients, comprising patients with sepsis (n = 250) and those with septic shock (n = 187). Patients presented with symptoms according to the mnemonic as follows: S = 97 (22.2%), E = 240 (54.9%), P = 18 (4.1%), S =181 (41.4%), I = 5 (1.1%), and S = 5 (1.1%). Sixty-five patients (14.9%) did not present with any sepsis-specific symptoms according to the mnemonic. Compared with patients who had at least one mnemonic symptom, a higher proportion of patients without mnemonic symptoms had underlying immunosuppression (24.6% vs 8.3%, P < 0.01) and were diagnosed with intraabdominal infection (38.5% vs 12.1%, P < 0.01). In a multivariable adjusted logistic regression model, vague-presenting symptoms were independently associated with in-hospital mortality (adjusted odds ratio 2.17, 95% confidence interval 1.30−3.61, P = 0.03). Conclusion Two components of the mnemonic “SEPSIS” were rarely reported: it feels like you are going to die and skin mottled or discolored. Using the mnemonic might lead to missed diagnoses, especially in immunosuppression and intraabdominal infection. This mnemonic should be revised for the local context.
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Affiliation(s)
| | | | - Veerapong Vattanavanit
- Critical Care Medicine Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
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Wright SW, Lovelace-Macon L, Hantrakun V, Rudd KE, Teparrukkul P, Kosamo S, Liles WC, Limmathurotsakul D, West TE. sTREM-1 predicts mortality in hospitalized patients with infection in a tropical, middle-income country. BMC Med 2020; 18:159. [PMID: 32605575 PMCID: PMC7329452 DOI: 10.1186/s12916-020-01627-5] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 05/11/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Few studies of biomarkers as predictors of outcome in infection have been performed in tropical, low- and middle-income countries where the burden of sepsis is highest. We evaluated whether selected biomarkers could predict 28-day mortality in infected patients in rural Thailand. METHODS Four thousand nine hundred eighty-nine adult patients admitted with suspected infection to a referral hospital in northeast Thailand were prospectively enrolled within 24 h of admission. In a secondary analysis of 760 patients, interleukin-8 (IL-8), soluble tumor necrosis factor receptor 1 (sTNFR-1), angiopoietin-1 (Ang-1), angiopoietin-2 (Ang-2), and soluble triggering receptor expressed by myeloid cells 1 (sTREM-1) were measured in the plasma. Association with 28-day mortality was evaluated using regression; a parsimonious biomarker model was selected using the least absolute shrinkage and selection operator (LASSO) method. Discrimination of mortality was assessed by receiver operating characteristic curve analysis and verified by multiple methods. RESULTS IL-8, sTNFR-1, Ang-2, and sTREM-1 concentrations were strongly associated with death. LASSO identified a three-biomarker model of sTREM-1, Ang-2, and IL-8, but sTREM-1 alone provided comparable mortality discrimination (p = 0.07). sTREM-1 alone was comparable to a model of clinical variables (area under receiver operating characteristic curve [AUC] 0.81, 95% confidence interval [CI] 0.77-0.85 vs AUC 0.79, 95% CI 0.74-0.84; p = 0.43). The combination of sTREM-1 and clinical variables yielded greater mortality discrimination than clinical variables alone (AUC 0.83, 95% CI 0.79-0.87; p = 0.004). CONCLUSIONS sTREM-1 predicts mortality from infection in a tropical, middle-income country comparably to a model derived from clinical variables and, when combined with clinical variables, can further augment mortality prediction. TRIAL REGISTRATION The Ubon-sepsis study was registered on ClinicalTrials.gov ( NCT02217592 ), 2014.
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Affiliation(s)
- Shelton W Wright
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Washington, Seattle, WA, 98104, USA
| | - Lara Lovelace-Macon
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Viriya Hantrakun
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, 10400, Thailand
| | - Kristina E Rudd
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - Prapit Teparrukkul
- Department of Internal Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, 34000, Thailand
| | - Susanna Kosamo
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, 98195, USA
| | - W Conrad Liles
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Direk Limmathurotsakul
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, 10400, Thailand.,Department of Tropical Hygiene, Faculty of Tropical Medicine, Mahidol University, Bangkok, 10400, Thailand
| | - T Eoin West
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, 98195, USA. .,University of Washington, Box 359640, 325 Ninth Ave., Seattle, WA, 98104, USA.
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