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Neyton L, Spottiswoode N. Advancing Sepsis Endotyping Globally: Lessons From a Prospective Study in Uganda. Crit Care Med 2024; 52:515-517. [PMID: 38381016 PMCID: PMC10883597 DOI: 10.1097/ccm.0000000000006063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2024]
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Cummings MJ, Bakamutumaho B, Tomoiaga AS, Owor N, Jain K, Price A, Kayiwa J, Namulondo J, Byaruhanga T, Muwanga M, Nsereko C, Nayiga I, Kyebambe S, Sameroff S, Che X, Lutwama JJ, Lipkin WI, O’Donnell MR. A Transcriptomic Classifier Model Identifies High-Risk Endotypes in a Prospective Study of Sepsis in Uganda. Crit Care Med 2024; 52:475-482. [PMID: 37548511 PMCID: PMC10847381 DOI: 10.1097/ccm.0000000000006023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
OBJECTIVES In high-income countries (HICs), sepsis endotypes defined by distinct pathobiological mechanisms, mortality risks, and responses to corticosteroid treatment have been identified using blood transcriptomics. The generalizability of these endotypes to low-income and middle-income countries (LMICs), where the global sepsis burden is concentrated, is unknown. We sought to determine the prevalence, prognostic relevance, and immunopathological features of HIC-derived transcriptomic sepsis endotypes in sub-Saharan Africa. DESIGN Prospective cohort study. SETTING Public referral hospital in Uganda. PATIENTS Adults ( n = 128) hospitalized with suspected sepsis. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Using whole-blood RNA sequencing data, we applied 19-gene and 7-gene classifiers derived and validated in HICs (SepstratifieR) to assign patients to one of three sepsis response signatures (SRS). The 19-gene classifier assigned 30 (23.4%), 92 (71.9%), and 6 (4.7%) patients to SRS-1, SRS-2, and SRS-3, respectively, the latter of which is designed to capture individuals transcriptionally closest to health. SRS-1 was defined biologically by proinflammatory innate immune activation and suppressed natural killer-cell, T-cell, and B-cell immunity, whereas SRS-2 was characterized by dampened innate immune activation, preserved lymphocyte immunity, and suppressed transcriptional responses to corticosteroids. Patients assigned to SRS-1 were predominantly (80.0% [24/30]) persons living with HIV with advanced immunosuppression and frequent tuberculosis. Mortality at 30-days differed significantly by endotype and was highest (48.1%) in SRS-1. Agreement between 19-gene and 7-gene SRS assignments was poor (Cohen's kappa 0.11). Patient stratification was suboptimal using the 7-gene classifier with 15.1% (8/53) of individuals assigned to SRS-3 deceased at 30-days. CONCLUSIONS Sepsis endotypes derived in HICs share biological and clinical features with those identified in sub-Saharan Africa, with major differences in host-pathogen profiles. Our findings highlight the importance of context-specific sepsis endotyping, the generalizability of conserved biological signatures of critical illness across disparate settings, and opportunities to develop more pathobiologically informed sepsis treatment strategies in LMICs.
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Affiliation(s)
- Matthew J. Cummings
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Barnabas Bakamutumaho
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
- Immunizable Diseases Unit, Uganda Virus Research Institute, Entebbe, Uganda
| | - Alin S. Tomoiaga
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
- Department of Accounting, Business Analytics, Computer Information Systems, and Law, Manhattan College, New York, USA
| | - Nicholas Owor
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Komal Jain
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Adam Price
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - John Kayiwa
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Joyce Namulondo
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Timothy Byaruhanga
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Moses Muwanga
- Entebbe General Referral Hospital, Ministry of Health, Entebbe, Uganda
| | | | - Irene Nayiga
- Entebbe General Referral Hospital, Ministry of Health, Entebbe, Uganda
| | - Stephen Kyebambe
- Entebbe General Referral Hospital, Ministry of Health, Entebbe, Uganda
| | - Stephen Sameroff
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Xiaoyu Che
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Julius J. Lutwama
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - W. Ian Lipkin
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Max R. O’Donnell
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
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Cummings MJ, Fan E. Globalize the Definition, Localize the Treatment: Increasing Equity and Embracing Heterogeneity on the Road to Precision Medicine for Acute Respiratory Distress Syndrome. Crit Care Med 2024; 52:156-160. [PMID: 38095525 DOI: 10.1097/ccm.0000000000006079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Affiliation(s)
- Matthew J Cummings
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY
| | - Eddy Fan
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
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Soussi S, Dos Santos C, Jentzer JC, Mebazaa A, Gayat E, Pöss J, Schaubroeck H, Billia F, Marshall JC, Lawler PR. Distinct host-response signatures in circulatory shock: a narrative review. Intensive Care Med Exp 2023; 11:50. [PMID: 37592121 PMCID: PMC10435428 DOI: 10.1186/s40635-023-00531-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Accepted: 07/01/2023] [Indexed: 08/19/2023] Open
Abstract
Circulatory shock is defined syndromically as hypotension associated with tissue hypoperfusion and often subcategorized according to hemodynamic profile (e.g., distributive, cardiogenic, hypovolemic) and etiology (e.g., infection, myocardial infarction, trauma, among others). These shock subgroups are generally considered homogeneous entities in research and clinical practice. This current definition fails to consider the complex pathophysiology of shock and the influence of patient heterogeneity. Recent translational evidence highlights previously under-appreciated heterogeneity regarding the underlying pathways with distinct host-response patterns in circulatory shock syndromes. This heterogeneity may confound the interpretation of trial results as a given treatment may preferentially impact distinct subgroups. Re-analyzing results of major 'neutral' treatment trials from the perspective of biological mechanisms (i.e., host-response signatures) may reveal treatment effects in subgroups of patients that share treatable traits (i.e., specific biological signatures that portend a predictable response to a given treatment). In this review, we discuss the emerging literature suggesting the existence of distinct biomarker-based host-response patterns of circulatory shock syndrome independent of etiology or hemodynamic profile. We further review responses to newly prescribed treatments in the intensive care unit designed to personalize treatments (biomarker-driven or endotype-driven patient selection in support of future clinical trials).
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Affiliation(s)
- Sabri Soussi
- Department of Anesthesia and Pain Management, University Health Network (UHN), Women's College Hospital, University of Toronto, Toronto Western Hospital, 399 Bathurst St, ON, M5T 2S8, Toronto, Canada.
- St Michael's Hospital, Keenan Research Centre for Biomedical Science and Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada.
| | - Claudia Dos Santos
- St Michael's Hospital, Keenan Research Centre for Biomedical Science and Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
| | - Jacob C Jentzer
- Department of Cardiovascular Medicine, Mayo Clinic Rochester, Rochester, MN, 55905, USA
| | - Alexandre Mebazaa
- Department of Anesthesiology, Critical Care, Lariboisière-Saint-Louis Hospitals, DMU Parabol, AP-HP Nord; Inserm UMR-S 942, Cardiovascular Markers in Stress Conditions (MASCOT), University of Paris, Paris, France
| | - Etienne Gayat
- Department of Anesthesiology, Critical Care, Lariboisière-Saint-Louis Hospitals, DMU Parabol, AP-HP Nord; Inserm UMR-S 942, Cardiovascular Markers in Stress Conditions (MASCOT), University of Paris, Paris, France
| | - Janine Pöss
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at the University of Leipzig, Strümpellstraße, 39 04289, Leipzig, Germany
| | - Hannah Schaubroeck
- Department of Intensive Care Medicine, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - Filio Billia
- Peter Munk Cardiac Centre, University Health Network, University of Toronto, Toronto, ON, Canada
- Ted Roger's Center for Heart Research, University Health Network, University of Toronto, Toronto, ON, Canada
| | - John C Marshall
- St Michael's Hospital, Keenan Research Centre for Biomedical Science and Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
| | - Patrick R Lawler
- Peter Munk Cardiac Centre, University Health Network, University of Toronto, Toronto, ON, Canada
- McGill University Health Centre, McGill University, Montreal, QC, Canada
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Cocker ATH, Guethlein LA, Parham P. The CD56-CD16+ NK cell subset in chronic infections. Biochem Soc Trans 2023:233017. [PMID: 37140380 DOI: 10.1042/bst20221374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 04/14/2023] [Accepted: 04/18/2023] [Indexed: 05/05/2023]
Abstract
Long-term human diseases can shape the immune system, and natural killer (NK) cells have been documented to differentiate into distinct subsets specifically associated with chronic virus infections. One of these subsets found in large frequencies in HIV-1 are the CD56-CD16+ NK cells, and this population's association with chronic virus infections is the subject of this review. Human NK cells are classically defined by CD56 expression, yet increasing evidence supports the NK cell status of the CD56-CD16+ subset which we discuss herein. We then discuss the evidence linking CD56-CD16+ NK cells to chronic virus infections, and the potential immunological pathways that are altered by long-term infection that could be inducing the population's differentiation. An important aspect of NK cell regulation is their interaction with human leukocyte antigen (HLA) class-I molecules, and we highlight work that indicates both virus and genetic-mediated variations in HLA expression that have been linked to CD56-CD16+ NK cell frequencies. Finally, we offer a perspective on CD56-CD16+ NK cell function, taking into account recent work that implies the subset is comparable to CD56+CD16+ NK cell functionality in antibody-dependent cell cytotoxicity response, and the definition of CD56-CD16+ NK cell subpopulations with varying degranulation capacity against target cells.
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Affiliation(s)
- Alexander T H Cocker
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, U.S.A
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, U.S.A
| | - Lisbeth A Guethlein
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, U.S.A
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, U.S.A
| | - Peter Parham
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, U.S.A
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, U.S.A
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Cummings MJ, Bakamutumaho B, Jain K, Price A, Owor N, Kayiwa J, Namulondo J, Byaruhanga T, Muwanga M, Nsereko C, Nayiga I, Kyebambe S, Che X, Sameroff S, Tokarz R, Wong W, Postler TS, Larsen MH, Lipkin WI, Lutwama JJ, O’Donnell MR. Brief Report: Detection of Urine Lipoarabinomannan Is Associated With Proinflammatory Innate Immune Activation, Impaired Host Defense, and Organ Dysfunction in Adults With Severe HIV-Associated Tuberculosis in Uganda. J Acquir Immune Defic Syndr 2023; 93:79-85. [PMID: 36701194 PMCID: PMC10079575 DOI: 10.1097/qai.0000000000003159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
BACKGROUND The immunopathology of disseminated HIV-associated tuberculosis (HIV/TB), a leading cause of critical illness and death among persons living with HIV in sub-Saharan Africa, is incompletely understood. Reflective of hematogenously disseminated TB, detection of lipoarabinomannan (LAM) in urine is associated with greater bacillary burden and poor outcomes in adults with HIV/TB. METHODS We determined the relationship between detection of urine TB-LAM, organ dysfunction, and host immune responses in a prospective cohort of adults hospitalized with severe HIV/TB in Uganda. Generalized additive models were used to analyze the association between urine TB-LAM grade and concentrations of 14 soluble immune mediators. Whole-blood RNA-sequencing data were used to compare transcriptional profiles between patients with high- vs. low-grade TB-LAM results. RESULTS Among 157 hospitalized persons living with HIV, 40 (25.5%) had positive urine TB-LAM testing. Higher TB-LAM grade was associated with more severe physiologic derangement, organ dysfunction, and shock. Adjusted generalized additive models showed that higher TB-LAM grade was significantly associated with higher concentrations of mediators reflecting proinflammatory innate and T-cell activation and chemotaxis (IL-8, MIF, MIP-1β/CCL4, and sIL-2Ra/sCD25). Transcriptionally, patients with higher TB-LAM grades demonstrated multifaceted impairment of antibacterial defense including reduced expression of genes encoding cytotoxic and autophagy-related proteins and impaired cross-talk between innate and cell-mediated immune effectors. CONCLUSIONS Our findings add to emerging data suggesting pathobiological relationships between LAM, TB dissemination, innate cell activation, and evasion of host immunity in severe HIV/TB. Further translational studies are needed to elucidate the role for immunomodulatory therapies, in addition to optimized anti-TB treatment, in this often critically ill population.
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Affiliation(s)
- Matthew J. Cummings
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Barnabas Bakamutumaho
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
- Immunizable Diseases Unit, Uganda Virus Research Institute, Entebbe, Uganda
| | - Komal Jain
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Adam Price
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Nicholas Owor
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - John Kayiwa
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Joyce Namulondo
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Timothy Byaruhanga
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Moses Muwanga
- Entebbe General Referral Hospital, Ministry of Health, Entebbe, Uganda
| | | | - Irene Nayiga
- Entebbe General Referral Hospital, Ministry of Health, Entebbe, Uganda
| | - Stephen Kyebambe
- Entebbe General Referral Hospital, Ministry of Health, Entebbe, Uganda
| | - Xiaoyu Che
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Stephen Sameroff
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Rafal Tokarz
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Wai Wong
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Thomas S. Postler
- Department of Microbiology and Immunology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Michelle H. Larsen
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - W. Ian Lipkin
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Julius J. Lutwama
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Max R. O’Donnell
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
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Cummings MJ, Bakamutumaho B, Jain K, Price A, Owor N, Kayiwa J, Namulondo J, Byaruhanga T, Muwanga M, Nsereko C, Sameroff S, Ian Lipkin W, Lutwama JJ, O’Donnell MR. Development of a Novel Clinicomolecular Risk Index to Enhance Mortality Prediction and Immunological Stratification of Adults Hospitalized with Sepsis in Sub-Saharan Africa: A Pilot Study from Uganda. Am J Trop Med Hyg 2023; 108:619-626. [PMID: 36646071 PMCID: PMC9978552 DOI: 10.4269/ajtmh.22-0483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 11/16/2022] [Indexed: 01/18/2023] Open
Abstract
The global burden of sepsis is concentrated in sub-Saharan Africa (SSA), where epidemic HIV and unique pathogen diversity challenge the effective management of severe infections. In this context, patient stratification based on biomarkers of a dysregulated host response may identify subgroups more likely to respond to targeted immunomodulatory therapeutics. In a prospective cohort of adults hospitalized with suspected sepsis in Uganda, we applied machine learning methods to develop a prediction model for 30-day mortality that integrates physiology-based risk scores with soluble biomarkers reflective of key domains of sepsis immunopathology. After model evaluation and internal validation, whole-blood RNA sequencing data were analyzed to compare biological pathway enrichment and inferred immune cell profiles between patients assigned differential model-based risks of mortality. Of 260 eligible adults (median age, 32 years; interquartile range, 26-43 years; 59.2% female, 53.9% living with HIV), 62 (23.8%) died by 30 days after hospital discharge. Among 14 biomarkers, soluble tumor necrosis factor receptor 1 (sTNFR1) and angiopoietin 2 (Ang-2) demonstrated the greatest importance for mortality prediction in machine learning models. A clinicomolecular model integrating sTNFR1 and Ang-2 with the Universal Vital Assessment (UVA) risk score optimized 30-day mortality prediction across multiple performance metrics. Patients assigned to the high-risk, UVA-based clinicomolecular subgroup exhibited a transcriptional profile defined by proinflammatory innate immune and necroptotic pathway activation, T-cell exhaustion, and expansion of key immune cell subsets including regulatory and gamma-delta T cells. Clinicomolecular stratification of adults with suspected sepsis in Uganda enhanced 30-day mortality prediction and identified a high-risk subgroup with a therapeutically targetable immunological profile. Further studies are needed to advance pathobiologically informed sepsis management in SSA.
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Affiliation(s)
- Matthew J. Cummings
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University, New York, New York
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York
| | - Barnabas Bakamutumaho
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
- Immunizable Diseases Unit, Uganda Virus Research Institute, Entebbe, Uganda
| | - Komal Jain
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York
| | - Adam Price
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York
| | - Nicholas Owor
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - John Kayiwa
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Joyce Namulondo
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Timothy Byaruhanga
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Moses Muwanga
- Entebbe General Referral Hospital, Ministry of Health, Entebbe, Uganda
| | | | - Stephen Sameroff
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York
| | - W. Ian Lipkin
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University, New York, New York
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
| | - Julius J. Lutwama
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Max R. O’Donnell
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University, New York, New York
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
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8
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Cummings MJ, Bakamutumaho B, Price A, Owor N, Kayiwa J, Namulondo J, Byaruhanga T, Jain K, Postler TS, Muwanga M, Nsereko C, Nayiga I, Kyebambe S, Che X, Sameroff S, Tokarz R, Shah SS, Larsen MH, Lipkin WI, Lutwama JJ, O’Donnell MR. HIV infection drives pro-inflammatory immunothrombotic pathway activation and organ dysfunction among adults with sepsis in Uganda. AIDS 2023; 37:233-245. [PMID: 36355913 PMCID: PMC9780191 DOI: 10.1097/qad.0000000000003410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
BACKGROUND The global burden of sepsis is concentrated in high HIV-burden settings in sub-Saharan Africa (SSA). Despite this, little is known about the immunopathology of sepsis in persons with HIV (PWH) in the region. We sought to determine the influence of HIV on host immune responses and organ dysfunction among adults hospitalized with suspected sepsis in Uganda. DESIGN Prospective cohort study. METHODS We compared organ dysfunction and 30-day outcome profiles of PWH and those without HIV. We quantified 14 soluble immune mediators, reflective of key domains of sepsis immunopathology, and performed whole-blood RNA-sequencing on samples from a subset of patients. We used propensity score methods to match PWH and those without HIV by demographics, illness duration, and clinical severity, and compared immune mediator concentrations and gene expression profiles across propensity score-matched groups. RESULTS Among 299 patients, 157 (52.5%) were PWH (clinical stage 3 or 4 in 80.3%, 67.7% with known HIV on antiretroviral therapy). PWH presented with more severe physiologic derangement and shock, and had higher 30-day mortality (34.5% vs. 10.2%; P < 0.001). Across propensity score-matched groups, PWH exhibited greater pro-inflammatory immune activation, including upregulation of interleukin (IL)-6, IL-8, IL-15, IL-17 and HMGB1 signaling, with concomitant T-cell exhaustion, prothrombotic pathway activation, and angiopoeitin-2-related endothelial dysfunction. CONCLUSIONS Sepsis-related organ dysfunction and mortality in Uganda disproportionately affect PWH, who demonstrate exaggerated activation of multiple immunothrombotic and metabolic pathways implicated in sepsis pathogenesis. Further investigations are needed to refine understanding of sepsis immunopathology in PWH, particularly mechanisms amenable to therapeutic manipulation.
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Affiliation(s)
- Matthew J. Cummings
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Barnabas Bakamutumaho
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
- Immunizable Diseases Unit, Uganda Virus Research Institute, Entebbe, Uganda
| | - Adam Price
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Nicholas Owor
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - John Kayiwa
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Joyce Namulondo
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Timothy Byaruhanga
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Komal Jain
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Thomas S. Postler
- Department of Microbiology and Immunology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Moses Muwanga
- Entebbe General Referral Hospital, Ministry of Health, Entebbe, Uganda
| | | | - Irene Nayiga
- Entebbe General Referral Hospital, Ministry of Health, Entebbe, Uganda
| | - Stephen Kyebambe
- Entebbe General Referral Hospital, Ministry of Health, Entebbe, Uganda
| | - Xiaoyu Che
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Stephen Sameroff
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Rafal Tokarz
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Shivang S. Shah
- Division of Infectious Diseases, Department of Pediatrics, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Michelle H. Larsen
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - W. Ian Lipkin
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Julius J. Lutwama
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Max R. O’Donnell
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
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9
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Cummings MJ, Jacob ST. Equitable endotyping is essential to achieve a global standard of precise, effective, and locally-relevant sepsis care. EBioMedicine 2022; 86:104348. [PMID: 36470830 PMCID: PMC9782810 DOI: 10.1016/j.ebiom.2022.104348] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 10/19/2022] [Indexed: 12/04/2022] Open
Affiliation(s)
- Matthew J Cummings
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA; Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Shevin T Jacob
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK; Walimu, Kampala, Uganda.
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10
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Hazard R, Bagenda D, Patterson AJ, Hoffman JT, Lisco SJ, Urayeneza O, Ntihinyurwa P, Moore CC. Performance of the Universal Vital Assessment (UVA) mortality risk score in hospitalized adults with infection in Rwanda: A retrospective external validation study. PLoS One 2022; 17:e0265713. [PMID: 35320314 PMCID: PMC8942262 DOI: 10.1371/journal.pone.0265713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 03/07/2022] [Indexed: 11/24/2022] Open
Abstract
Background We previously derived a Universal Vital Assessment (UVA) score to better risk-stratify hospitalized patients in sub-Saharan Africa, including those with infection. Here, we aimed to externally validate the performance of the UVA score using previously collected data from patients hospitalized with acute infection in Rwanda. Methods We performed a secondary analysis of data collected from adults ≥18 years with acute infection admitted to Gitwe District Hospital in Rwanda from 2016 until 2017. We calculated the UVA score from the time of admission and at 72 hours after admission. We also calculated quick sepsis-related organ failure assessment (qSOFA) and modified early warning scores (MEWS). We calculated amalgamated qSOFA scores by inserting UVA cut-offs into the qSOFA score, and modified UVA scores by removing the HIV criterion. The performance of each score determined by the area under the receiver operator characteristic curve (AUC) was the primary outcome measure. Results We included 573 hospitalized adult patients with acute infection of whom 40 (7%) died in-hospital. The admission AUCs (95% confidence interval [CI]) for the prediction of mortality by the scores were: UVA, 0.77 (0.68–0.85); modified UVA, 0.77 (0.68–0.85); qSOFA, 0.66 (0.56–0.75), amalgamated qSOFA, 0.71 (0.61–0.80); and MEWS, 0.74 (0.64, 0.83). The positive predictive values (95% CI) of the scores at commonly used cut-offs were: UVA >4, 0.35 (0.15–0.59); modified UVA >4, 0.35 (0.15–0.59); qSOFA >1, 0.14 (0.07–0.24); amalgamated qSOFA >1, 0.44 (0.20–0.70); and MEWS >5, 0.14 (0.08–0.22). The 72 hour (N = 236) AUC (95% CI) for the prediction of mortality by UVA was 0.59 (0.43–0.74). The Chi-Square test for linear trend did not identify an association between mortality and delta UVA score at 72 hours (p = 0.82). Conclusions The admission UVA score and amalgamated qSOFA score had good predictive ability for mortality in adult patients admitted to hospital with acute infection in Rwanda. The UVA score could be used to assist with triage decisions and clinical interventions, for baseline risk stratification in clinical studies, and in a clinical definition of sepsis in Africa.
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Affiliation(s)
- Riley Hazard
- University of Melbourne, School of Population and Global Health, Melbourne, Australia
| | - Danstan Bagenda
- Department of Anesthesiology, University of Nebraska Medical Center, Omaha, NE, United States of America
| | - Andrew J. Patterson
- Department of Anesthesiology, Emory University, Atlanta, GA, United States of America
| | - Julia T. Hoffman
- Department of Anesthesiology, University of Nebraska Medical Center, Omaha, NE, United States of America
| | - Steven J. Lisco
- Department of Anesthesiology, University of Nebraska Medical Center, Omaha, NE, United States of America
| | - Olivier Urayeneza
- University of Gitwe, School of Medicine, Gitwe, Rwanda
- Department of Surgery, California Hospital Medical Center, Los Angeles, CA, United States of America
| | | | - Christopher C. Moore
- Division of Infectious Diseases and International Health, Department of Medicine, University of Virginia, Charlottesville, VA, United States of America
- * E-mail:
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