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Poolchanuan P, Coston TD, Hantrakun V, Chamnan P, Wongsuvan G, Bhatraju PK, Chantratita N, Limmathurotsakul D, West TE, Wright SW. Biological subphenotypes in patients hospitalized with suspected infection in Thailand: a secondary analysis of a prospective observational study. THE LANCET REGIONAL HEALTH. SOUTHEAST ASIA 2025; 33:100536. [PMID: 39949755 PMCID: PMC11821389 DOI: 10.1016/j.lansea.2025.100536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Revised: 01/02/2025] [Accepted: 01/16/2025] [Indexed: 02/16/2025]
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.
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Affiliation(s)
- Prapassorn Poolchanuan
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Taylor D. Coston
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Viriya Hantrakun
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Parinya Chamnan
- Cardiometabolic Research Group, 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
| | - Pavan K. Bhatraju
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, 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
| | - 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, USA
| | - Shelton W. Wright
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Washington, Seattle, WA, USA
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2
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Tang F, Zhao XL, Xu LY, Zhang JN, Ao H, Peng C. Endothelial dysfunction: Pathophysiology and therapeutic targets for sepsis-induced multiple organ dysfunction syndrome. Biomed Pharmacother 2024; 178:117180. [PMID: 39068853 DOI: 10.1016/j.biopha.2024.117180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 07/13/2024] [Accepted: 07/22/2024] [Indexed: 07/30/2024] Open
Abstract
Sepsis and septic shock are critical medical conditions characterized by a systemic inflammatory response to infection, significantly contributing to global mortality rates. The progression to multiple organ dysfunction syndrome (MODS) represents the most severe complication of sepsis and markedly increases clinical mortality. Central to the pathophysiology of sepsis, endothelial cells play a crucial role in regulating microcirculation and maintaining barrier integrity across various organs and tissues. Recent studies have underscored the pivotal role of endothelial function in the development of sepsis-induced MODS. This review aims to provide a comprehensive overview of the pathophysiology of sepsis-induced MODS, with a specific focus on endothelial dysfunction. It also compiles compelling evidence regarding potential small molecules that could attenuate sepsis and subsequent multi-organ damage by modulating endothelial function. Thus, this review serves as an essential resource for clinical practitioners involved in the diagnosing, managing, and providing intensive care for sepsis and associated multi-organ injuries, emphasizing the importance of targeting endothelial cells to enhance outcomes of the patients.
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Affiliation(s)
- Fei Tang
- State Key Laboratory of Southwestern Chinese Medicine Resources, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
| | - Xiao-Lan Zhao
- State Key Laboratory of Southwestern Chinese Medicine Resources, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
| | - Li-Yue Xu
- State Key Laboratory of Southwestern Chinese Medicine Resources, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
| | - Jing-Nan Zhang
- State Key Laboratory of Southwestern Chinese Medicine Resources, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
| | - Hui Ao
- State Key Laboratory of Southwestern Chinese Medicine Resources, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; Innovative Institute of Chinese Medicine and Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
| | - Cheng Peng
- State Key Laboratory of Southwestern Chinese Medicine Resources, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
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3
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Fidanza M, Hibbert J, Acton E, Harbeson D, Schoeman E, Skut P, Woodman T, Eynaud A, Hartnell L, Brook B, Cai B, Lo M, Falsafi R, Hancock REW, Chiume-Kayuni M, Lufesi N, Popescu CR, Lavoie PM, Strunk T, Currie AJ, Kollmann TR, Amenyogbe N, Lee AH. Angiogenesis-associated pathways play critical roles in neonatal sepsis outcomes. Sci Rep 2024; 14:11444. [PMID: 38769383 PMCID: PMC11106288 DOI: 10.1038/s41598-024-62195-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 05/14/2024] [Indexed: 05/22/2024] Open
Abstract
Neonatal sepsis is a major cause of childhood mortality. Limited diagnostic tools and mechanistic insights have hampered our abilities to develop prophylactic or therapeutic interventions. Biomarkers in human neonatal sepsis have been repeatedly identified as associated with dysregulation of angiopoietin signaling and altered arachidonic acid metabolism. We here provide the mechanistic evidence in support of the relevance for these observations. Angiopoetin-1 (Ang-1), which promotes vascular integrity, was decreased in blood plasma of human and murine septic newborns. In preclinical models, administration of Ang-1 provided prophylactic protection from septic death. Arachidonic acid metabolism appears to be functionally connected to Ang-1 via reactive oxygen species (ROS) with a direct role of nitric oxide (NO). Strengthening this intersection via oral administration of arachidonic acid and/or the NO donor L-arginine provided prophylactic as well as therapeutic protection from septic death while also increasing plasma Ang-1 levels among septic newborns. Our data highlight that targeting angiogenesis-associated pathways with interventions that increase Ang-1 activity directly or indirectly through ROS/eNOS provide promising avenues to prevent and/or treat severe neonatal sepsis.
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Affiliation(s)
| | - Julie Hibbert
- Westfarmers Center of Vaccines and Infectious Diseases, Telethon Kids Institute, Perth, WA, Australia
- Medical, Molecular and Forensic Sciences, Murdoch University, Perth, WA, Australia
| | - Erica Acton
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, Canada
| | - Danny Harbeson
- Department of Pediatrics, University of British Columbia, Vancouver, Canada
| | | | | | - Tabitha Woodman
- Medical, Molecular and Forensic Sciences, Murdoch University, Perth, WA, Australia
| | | | - Lucy Hartnell
- Telethon Kids Institute, Perth, WA, Australia
- Medical, Molecular and Forensic Sciences, Murdoch University, Perth, WA, Australia
| | - Byron Brook
- Department of Pediatrics, University of British Columbia, Vancouver, Canada
- Precision Vaccines Program, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Bing Cai
- Department of Pediatrics, University of British Columbia, Vancouver, Canada
| | - Mandy Lo
- Department of Pediatrics, University of British Columbia, Vancouver, Canada
| | - Reza Falsafi
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, Canada
| | - Robert E W Hancock
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, Canada
| | - Msandeni Chiume-Kayuni
- Department of Pediatrics, Kamuzu Central Hospital, Lilongwe, Malawi
- Kamuzu University of Health Sciences, Lilongwe, Malawi
| | - Norman Lufesi
- Department of Curative and Medical Rehabilitation, Ministry of Health, Lilongwe, Malawi
| | - Constantin R Popescu
- Department of Pediatrics, University of British Columbia, Vancouver, Canada
- British Columbia Children's Hospital Research Institute, Vancouver, Canada
- Department of Pediatrics, Université Laval, Québec, QC, Canada
| | - Pascal M Lavoie
- Department of Pediatrics, University of British Columbia, Vancouver, Canada
- British Columbia Children's Hospital Research Institute, Vancouver, Canada
| | - Tobias Strunk
- Telethon Kids Institute, Perth, WA, Australia
- Westfarmers Center of Vaccines and Infectious Diseases, Telethon Kids Institute, Perth, WA, Australia
- Neonatal Directorate, King Edward Memorial Hospital, Perth, WA, Australia
| | - Andrew J Currie
- Medical, Molecular and Forensic Sciences, Murdoch University, Perth, WA, Australia.
| | - Tobias R Kollmann
- Telethon Kids Institute, Perth, WA, Australia.
- Department of Microbiology & Immunology, Dalhousie University, Halifax, Canada.
| | - Nelly Amenyogbe
- Telethon Kids Institute, Perth, WA, Australia.
- Department of Microbiology & Immunology, Dalhousie University, Halifax, Canada.
| | - Amy H Lee
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, Canada.
- British Columbia Children's Hospital Research Institute, Vancouver, Canada.
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Xu HB, Ye Y, Xue F, Wu J, Suo Z, Zhang H. Association Between Endothelial Activation and Stress Index and 28-Day Mortality in Septic ICU patients: a Retrospective Cohort Study. Int J Med Sci 2023; 20:1165-1173. [PMID: 37575274 PMCID: PMC10416722 DOI: 10.7150/ijms.85870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 07/18/2023] [Indexed: 08/15/2023] Open
Abstract
Background: Endothelial Activation and Stress Index (EASIX) is a reliable alternative biomarker of endothelial dysfunction. Because endothelial activation is involved in sepsis pathophysiology, we aimed to investigate the association between EASIX and prognosis in septic patients. Methods: Data were extracted from the Medical Information Mart for Intensive Care (MIMIC) IV database. EASIX scores were calculated using the formula: lactate dehydrogenase (U/L) × creatinine (mg/dL)/platelet count (109/L). Patients were grouped into tertiles according to log2 transformed EASIX. The primary and secondary outcomes were 28-day and 90-day mortality. Cox proportional hazards models, Kaplan-Meier curves, restricted cubic spline curves, and subgroup analyses were conducted to evaluate the association between EASIX and prognosis in septic patients. Results: A total of 7504 patients were included. Multivariable Cox proportional hazards analyses showed that higher log2-EASIX was associated with increased risk of 28-day mortality (HR, 1.10; 95% CI, 1.07-1.13; P < 0.001). Compared with tertile 1, the tertile 2 and 3 groups had higher risk of 28-day mortality [HR (95% CI) 1.24 (1.09-1.41); HR (95% CI) 1.51 (1.31-1.74)]; P for trend < 0.001). Similar results were found for 90-day mortality. Kaplan-Meier curves showed that patients with higher EASIX had lower 28-day and 90-day survival rates. A linear relationship was found between log2-EASIX and 28-day and 90-day mortality. Conclusion: High EASIX was significantly associated with an increased risk of 28-day and 90-day all-cause mortality in patients with sepsis.
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Affiliation(s)
- Hong-Bo Xu
- Department of Critical Care Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518033, China
- Department of Critical Care Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen 518033, China
| | - Yuan Ye
- Department of Critical Care Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518033, China
- Department of Critical Care Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen 518033, China
| | - Fang Xue
- Department of Critical Care Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518033, China
- Department of Critical Care Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen 518033, China
| | - Jinglan Wu
- Department of Critical Care Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518033, China
- Department of Critical Care Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen 518033, China
| | - Zhijun Suo
- Department of Critical Care Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518033, China
- Department of Critical Care Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen 518033, China
| | - Haigang Zhang
- Department of Critical Care Medicine, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen 518033, China
- Department of Critical Care Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen 518033, China
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Liles WC. MICROVASCULAR ENDOTHELIAL ACTIVATION/DYSFUNCTION AND DYSREGULATION OF THE ANGIOPOIETIN-TIE2 SYSTEM IN THE PATHOGENESIS OF LIFE-THREATENING INFECTIONS. TRANSACTIONS OF THE AMERICAN CLINICAL AND CLIMATOLOGICAL ASSOCIATION 2023; 133:234-246. [PMID: 37701588 PMCID: PMC10493726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 09/14/2023]
Abstract
Microvascular endothelial activation/dysfunction has emerged as an important mechanistic pathophysiological process in the development of morbidity and mortality in life-threatening infections. The angiopoietin-Tie2 system plays an integral role in the regulation of microvascular endothelial integrity. Angiopoietin-1 (Ang-1), produced by platelets and pericytes, is the cognate agonistic ligand for Tie2, promoting endothelial quiescence and inhibiting microvascular leak. Angiopoietin-2 (Ang-2), released from activated endothelial cells in Weibel-Palade bodies, competes with Ang-1 for binding to Tie-2, thereby promoting endothelial activation/dysfunction and microvascular leak. In healthy homeostasis, levels of Ang-1 far exceed Ang-2 in circulating serum/plasma. In diseases associated with systemic inflammation, Ang-1 falls and Ang-2 rises (i.e., Ang-1/2 dysregulation). Our research has shown that Ang-1/2 dysregulation is a prominent feature in a number of life-threatening infections and critical illnesses, including sepsis, cerebral malaria, COVID-19, streptococcal toxic shock syndrome (STSS), hemolytic-uremic syndrome (HUS), dengue, and CAR T-cell-associated neurotoxicity. Further work has implicated Ang-1/2 dysregulation in the development of end-organ injury, including acute lung injury/ARDS, acute kidney injury (AKI), and blood-brain-barrier (BBB) breakdown. Current studies are focused in three areas: (a) translation of Ang-1 and -2 as clinically informative prognostic and "theranostic" biomarkers in critically ill individuals; (b) incorporation of Ang-1/2 assays in a point of care device for clinical triage decision making; and (c) development of an engineered Ang-1 super agonist nanoparticle as a novel pathogen-agnostic therapeutic to prevent and/or mitigate end-organ dysfunction in individuals with life-threatening infections and critical illnesses associated with systemic inflammation.
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Abstract
Supplemental Digital Content is available in the text. OBJECTIVES: To identify the epidemiology and outcome of adults and children with and without sepsis in a rural sub-Sahara African setting. DESIGN: A priori planned substudy of a prospective, before-and-after trial. SETTING: Rural, sub-Sahara African hospital. PATIENTS: One-thousand four-hundred twelve patients (adults, n = 491; children, n = 921) who were admitted to hospital because of an acute infection. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Demographic, clinical, laboratory data, danger signs, and the presence of sepsis (defined as a quick Sequential Organ Failure Assessment score count ≥ 2) at admission were extracted. Sepsis was observed in 69 adults (14.1%) and 248 children (26.9%). Sepsis patients differed from subjects without sepsis in several demographic and clinical aspects. Malaria was the most frequent type of infection in adults (66.7%) and children (63.7%) with sepsis, followed by suspected bacterial and parasitic infections other than malaria. Adults with sepsis more frequently developed respiratory failure (8.7% vs 2.1%; p = 0.01), had a higher in-hospital mortality (17.4% vs 8.3%; p < 0.001), were less often discharged home (81.2% vs 92.2%; p = 0.007), and had higher median (interquartile range) costs of care (30,300 [19,400–49,900] vs 42,500 Rwandan Francs [27,000–64,400 Rwandan Francs]; p = 0.004) than adults without sepsis. Children with sepsis were less frequently discharged home than children without sepsis (93.1% vs 96.4%; p = 0.046). Malaria and respiratory tract infections claimed the highest absolute numbers of lives. The duration of symptoms before hospital admission did not differ between survivors and nonsurvivors in adults (72 [24–168] vs 96 hr [72–168 hr]; p = 0.27) or children (48 [24–72] vs 36 [24–108 hr]; p = 0.8). Respiratory failure and coma were the most common causes of in-hospital death. CONCLUSIONS: In addition to suspected bacterial, viral, and fungal infections, malaria and other parasitic infections are common and important causes of sepsis in adults and children admitted to a rural hospital in sub-Sahara Africa. The in-hospital mortality associated with sepsis is substantial, primarily in adults.
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Drost CC, Rovas A, Kümpers P. Protection and rebuilding of the endothelial glycocalyx in sepsis - Science or fiction? Matrix Biol Plus 2021; 12:100091. [PMID: 34877522 PMCID: PMC8633034 DOI: 10.1016/j.mbplus.2021.100091] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Revised: 10/14/2021] [Accepted: 10/26/2021] [Indexed: 12/17/2022] Open
Abstract
The endothelial glycocalyx (eGC), a delicate carbohydrate-rich structure lining the luminal surface of the vascular endothelium, is vital for maintenance of microvascular homeostasis. In sepsis, damage of the eGC triggers the development of vascular hyperpermeability with consecutive edema formation and organ failure. While there is evidence that protection or rebuilding of the eGC might counteract sepsis-induced vascular leakage and improve outcome, approved therapeutics are not yet available. This narrative review aims to outline possible therapeutic strategies to ameliorate organ dysfunction caused by eGC impairment.
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Affiliation(s)
- Carolin Christina Drost
- Department of Medicine D, Division of General Internal and Emergency Medicine, Nephrology, and Rheumatology, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149 Münster, Germany
| | - Alexandros Rovas
- Department of Medicine D, Division of General Internal and Emergency Medicine, Nephrology, and Rheumatology, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149 Münster, Germany
| | - Philipp Kümpers
- Department of Medicine D, Division of General Internal and Emergency Medicine, Nephrology, and Rheumatology, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149 Münster, Germany
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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: 22] [Impact Index Per Article: 4.4] [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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9
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Martin-Fernandez M, Vaquero-Roncero LM, Almansa R, Gómez-Sánchez E, Martín S, Tamayo E, Esteban-Velasco MC, Ruiz-Granado P, Aragón M, Calvo D, Rico-Feijoo J, Ortega A, Gómez-Pesquera E, Lorenzo-López M, López J, Doncel C, González-Sanchez C, Álvarez D, Zarca E, Ríos-Llorente A, Diaz-Alvarez A, Sanchez-Barrado E, Andaluz-Ojeda D, Calvo-Vecino JM, Muñoz-Bellvís L, Gomez-Herreras JI, Abad-Molina C, Bermejo-Martin JF, Aldecoa C, Heredia-Rodríguez M. Endothelial dysfunction is an early indicator of sepsis and neutrophil degranulation of septic shock in surgical patients. BJS Open 2020; 4:524-534. [PMID: 32073224 PMCID: PMC7260414 DOI: 10.1002/bjs5.50265] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Accepted: 01/14/2020] [Indexed: 01/01/2023] Open
Abstract
Background Stratification of the severity of infection is currently based on the Sequential Organ Failure Assessment (SOFA) score, which is difficult to calculate outside the ICU. Biomarkers could help to stratify the severity of infection in surgical patients. Methods Levels of ten biomarkers indicating endothelial dysfunction, 22 indicating emergency granulopoiesis, and six denoting neutrophil degranulation were compared in three groups of patients in the first 12 h after diagnosis at three Spanish hospitals. Results There were 100 patients with infection, 95 with sepsis and 57 with septic shock. Seven biomarkers indicating endothelial dysfunction (mid‐regional proadrenomedullin (MR‐ProADM), syndecan 1, thrombomodulin, angiopoietin 2, endothelial cell‐specific molecule 1, vascular cell adhesion molecule 1 and E‐selectin) had stronger associations with sepsis than infection alone. MR‐ProADM had the highest odds ratio (OR) in multivariable analysis (OR 11·53, 95 per cent c.i. 4·15 to 32·08; P = 0·006) and the best area under the curve (AUC) for detecting sepsis (0·86, 95 per cent c.i. 0·80 to 0·91; P < 0·001). In a comparison of sepsis with septic shock, two biomarkers of neutrophil degranulation, proteinase 3 (OR 8·09, 1·34 to 48·91; P = 0·028) and lipocalin 2 (OR 6·62, 2·47 to 17·77; P = 0·002), had the strongest association with septic shock, but lipocalin 2 exhibited the highest AUC (0·81, 0·73 to 0·90; P < 0·001). Conclusion MR‐ProADM and lipocalin 2 could be alternatives to the SOFA score in the detection of sepsis and septic shock respectively in surgical patients with infection.
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Affiliation(s)
- M Martin-Fernandez
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain.,Research Unit, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - L M Vaquero-Roncero
- Anaesthesiology and Reanimation Service, Hospital Universitario de Salamanca, Salamanca, Spain
| | - R Almansa
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain.,Research Unit, Hospital Clínico Universitario de Valladolid, Valladolid, Spain.,Biomedical Research Networking Centre on Respiratory Diseases (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - E Gómez-Sánchez
- Group for Biomedical Research in Critical Care (BioCritic), Anaesthesiology and Reanimation Service, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - S Martín
- Anaesthesiology and Reanimation Service, Hospital Universitario Río Hortega, Valladolid, Spain
| | - E Tamayo
- Group for Biomedical Research in Critical Care (BioCritic), Anaesthesiology and Reanimation Service, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - M C Esteban-Velasco
- Department of General and Gastrointestinal Surgery, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL) and Universidad de Salamanca, Salamanca, Spain
| | - P Ruiz-Granado
- Group for Biomedical Research in Critical Care (BioCritic), Anaesthesiology and Reanimation Service, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - M Aragón
- Group for Biomedical Research in Critical Care (BioCritic), Anaesthesiology and Reanimation Service, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - D Calvo
- Clinical Analysis Service, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - J Rico-Feijoo
- Anaesthesiology and Reanimation Service, Hospital Universitario Río Hortega, Valladolid, Spain
| | - A Ortega
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain.,Research Unit, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - E Gómez-Pesquera
- Group for Biomedical Research in Critical Care (BioCritic), Anaesthesiology and Reanimation Service, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - M Lorenzo-López
- Group for Biomedical Research in Critical Care (BioCritic), Anaesthesiology and Reanimation Service, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - J López
- Department of General and Gastrointestinal Surgery, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL) and Universidad de Salamanca, Salamanca, Spain
| | - C Doncel
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain.,Research Unit, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - C González-Sanchez
- Department of General and Gastrointestinal Surgery, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL) and Universidad de Salamanca, Salamanca, Spain
| | - D Álvarez
- Anaesthesiology and Reanimation Service, Hospital Universitario de Salamanca, Salamanca, Spain
| | - E Zarca
- Clinical Analysis Service, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - A Ríos-Llorente
- Anaesthesiology and Reanimation Service, Hospital Universitario de Salamanca, Salamanca, Spain
| | - A Diaz-Alvarez
- Anaesthesiology and Reanimation Service, Hospital Universitario de Salamanca, Salamanca, Spain
| | - E Sanchez-Barrado
- Anaesthesiology and Reanimation Service, Hospital Universitario de Salamanca, Salamanca, Spain
| | - D Andaluz-Ojeda
- Intensive Care Medicine Service, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - J M Calvo-Vecino
- Anaesthesiology and Reanimation Service, Hospital Universitario de Salamanca, Salamanca, Spain
| | - L Muñoz-Bellvís
- Department of General and Gastrointestinal Surgery, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL) and Universidad de Salamanca, Salamanca, Spain.,Biomedical Research Networking Centre on Cancer (CIBERONC), Madrid, Spain
| | - J I Gomez-Herreras
- Group for Biomedical Research in Critical Care (BioCritic), Anaesthesiology and Reanimation Service, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - C Abad-Molina
- Microbiology and Immunology Service, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - J F Bermejo-Martin
- Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain.,Research Unit, Hospital Clínico Universitario de Valladolid, Valladolid, Spain.,Biomedical Research Networking Centre on Respiratory Diseases (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - C Aldecoa
- Anaesthesiology and Reanimation Service, Hospital Universitario Río Hortega, Valladolid, Spain
| | - M Heredia-Rodríguez
- Anaesthesiology and Reanimation Service, Hospital Universitario de Salamanca, Salamanca, Spain
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