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Samuelsen A, Lehman E, Burrows P, Bonavia AS. Time-dependent variation in immunoparalysis biomarkers among patients with sepsis and critical illness. Front Immunol 2024; 15:1498974. [PMID: 39712015 PMCID: PMC11659229 DOI: 10.3389/fimmu.2024.1498974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Accepted: 11/18/2024] [Indexed: 12/24/2024] Open
Abstract
Introduction Immunoparalysis is a state of immune dysfunction characterized by a marked reduction in the immune system's responsiveness, often observed following severe infections, trauma, or critical illness. This study aimed to perform a longitudinal assessment of immune function over the initial two weeks following the onset of sepsis and critical illness. Methods We compared ex vivo-stimulated cytokine release from whole blood of critically ill patients to traditional markers of immunoparalysis, including monocyte Human Leukocyte Antigen (mHLA)-DR expression and absolute lymphocyte count (ALC). A total of 64 critically ill patients were recruited in a tertiary care academic medical setting, including 31 septic and 33 non-septic patients. Results While mHLA-DR expression significantly increased over time, this was primarily driven by the non-septic subset of critically ill patients. ALC recovery was more pronounced in septic patients. Ex vivo stimulation of blood from septic patients revealed significant increases in TNF and IL-6 production over time. However, interferon-gamma production varied depending on the ex vivo stimulant used, and after normalization of cytokine concentrations to lymphocyte counts, it did not show significant recovery over time from illness onset. No significant correlation was found between mHLA-DR expression and other immunoparalysis biomarkers. Discussion These findings suggest the need for more nuanced immune monitoring approaches beyond the traditional 'sepsis' versus 'non-sepsis' classifications in critically ill patients. Additionally, they provide further evidence of a potential window for targeted immunotherapy in the first weeks of critical illness.
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Affiliation(s)
- Abigail Samuelsen
- Department of Anesthesiology and Perioperative Medicine, Penn State Medical Center, Hershey, PA, United States
| | - Erik Lehman
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, United States
| | - Parker Burrows
- Department of Anesthesiology and Perioperative Medicine, Penn State Medical Center, Hershey, PA, United States
| | - Anthony S Bonavia
- Department of Anesthesiology and Perioperative Medicine, Penn State Medical Center, Hershey, PA, United States
- Critical Illness and Sepsis Research Center, Penn State College of Medicine, Hershey, PA, United States
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Price AD, Becker ER, Barrios EL, Mazer MB, McGonagill PW, Bergmann CB, Goodman MD, Gould RW, Rao M, Polcz VE, Kucaba TA, Walton AH, Miles S, Xu J, Liang M, Loftus TJ, Efron PA, Remy KE, Brakenridge SC, Badovinac VP, Griffith TS, Moldawer LL, Hotchkiss RS, Caldwell CC. Surviving septic patients endotyped with a functional assay demonstrate active immune responses. Front Immunol 2024; 15:1418613. [PMID: 39469706 PMCID: PMC11513262 DOI: 10.3389/fimmu.2024.1418613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 09/24/2024] [Indexed: 10/30/2024] Open
Abstract
Introduction Sepsis is a complex clinical syndrome characterized by a heterogenous host immune response. Historically, static protein and transcriptomic metrics have been employed to describe the underlying biology. Here, we tested the hypothesis that ex vivo functional TNF expression as well as an immunologic endotype based on both IFNγ and TNF expression could be used to model clinical outcomes in sepsis patients. Methods This prospective, observational study of patient samples collected from the SPIES consortium included patients at five health systems enrolled over 17 months, with 46 healthy control patients, 68 ICU patients without sepsis, and 107 ICU patients with sepsis. Whole blood was collected on day 1, 4, and 7 of ICU admission. Outcomes included in-hospital and 180-day mortality and non-favorable discharge disposition defined by skilled nursing facility, long-term acute care facility, or hospice. Whole blood ELISpot assays were conducted to quantify TNF expression [stimulated by lipopolysaccharide (LPS)] and IFNγ expression (stimulated by anti-CD3/CD28 mAb), which were then used for assignment to one of four subgroups including an 'immunocompetent', 'immunosuppressed endotype', and two 'mixed' endotypes. Results Whole blood TNF spot-forming units were significantly increased in septic and CINS patients on days 4 and 7 compared to healthy subjects. In contrast, TNF expression per cell on days 1, 4, and 7 was significantly lower in both septic and critically ill non-septic (CINS) patients compared to healthy subjects. Early increases in total TNF expression were associated with favorable discharge disposition and lower in-hospital mortality. 'Immunocompetent' endotype patients on day 1 had a higher proportion of favorable to non-favorable discharges compared to the 'immunosuppressed' endotype. Similarly, 'immunocompetent' endotype patients on day 4 had a higher in-hospital survival compared to the 'immunosuppressed' endotype patients. Finally, among septic patients, decreased total TNF and IFNγ expression were associated with 180-day mortality. Conclusions Increased ex vivo whole blood TNF expression is associated with improved clinical outcomes. Further, the early 'immunocompetent' endotype is associated with favorable discharge and improved in-hospital and 180-day survival. The ability to functionally stratify septic patients based on blood cell function ex vivo may allow for identification of future immune modulating therapies.
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Affiliation(s)
- Adam D. Price
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Ellen R. Becker
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Evan L. Barrios
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| | - Monty B. Mazer
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, OH, United States
| | - Patrick W. McGonagill
- Department of Surgery, University of Iowa Carver College of Medicine, Iowa City, IA, United States
| | - Christian B. Bergmann
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Michael D. Goodman
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Robert W. Gould
- Department of Anesthesiology, University of Minnesota Medical School, Minneapolis, MN, United States
| | - Mahil Rao
- Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, IA, United States
| | - Valerie E. Polcz
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| | - Tamara A. Kucaba
- Department of Urology, University of Minnesota Medical School, Minneapolis, MN, United States
| | - Andrew H. Walton
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO, United States
| | - Sydney Miles
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO, United States
| | - Julie Xu
- Department of Urology, University of Minnesota Medical School, Minneapolis, MN, United States
| | - Muxuan Liang
- Department of Biostatistics, University of Florida College of Medicine, Gainesville, FL, United States
| | - Tyler J. Loftus
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| | - Philip A. Efron
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| | - Kenneth E. Remy
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, OH, United States
| | - Scott C. Brakenridge
- Department of Surgery, Harborview Medical Center, University of Washington School of Medicine, Seattle, WA, United States
| | - Vladimir P. Badovinac
- Interdisciplinary Program in Immunology, University of Iowa Carver College of Medicine, Iowa City, IA, United States
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, IA, United States
- Center for Immunology, University of Minnesota Medical School, Minneapolis, MN, United States
| | - Thomas S. Griffith
- Department of Urology, University of Minnesota Medical School, Minneapolis, MN, United States
- Center for Immunology, University of Minnesota Medical School, Minneapolis, MN, United States
- Minneapolis VA Healthcare System, Minneapolis, MN, United States
| | - Lyle L. Moldawer
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, FL, United States
| | - Richard S. Hotchkiss
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO, United States
| | - Charles C. Caldwell
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, United States
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Samuelsen A, Lehman E, Burrows P, Bonavia AS. Time-Dependent Variation in Immunoparalysis Biomarkers Among Patients with Sepsis and Critical Illness. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.07.11.24310285. [PMID: 39040186 PMCID: PMC11261946 DOI: 10.1101/2024.07.11.24310285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/24/2024]
Abstract
Immunoparalysis is a significant concern in patients with sepsis and critical illness, potentially leading to increased risk of secondary infections. This study aimed to perform a longitudinal assessment of immune function over the initial two weeks following the onset of sepsis and critical illness. We compared ex vivo stimulated cytokine release to traditional markers of immunoparalysis, including monocyte Human Leukocyte Antigen (mHLA)-DR expression and absolute lymphocyte count (ALC). A total of 64 critically ill patients were recruited in a tertiary care academic medical setting, including 31 septic and 33 non-septic patients. Results showed that while mHLA-DR expression significantly increased over time, this was primarily driven by the non-septic subset of critically ill patients. ALC recovery was more prominent in septic patients. Ex vivo stimulation revealed significant increases in TNF and IL-6 production over time in septic patients. However, IFNγ production varied with the stimulant used and did not show significant recovery when normalized to cell count. No significant correlation was found between mHLA-DR expression and other immunoparalysis biomarkers. These findings suggest the need for more nuanced immune monitoring approaches beyond the traditional 'sepsis' versus 'non-sepsis' classifications in critically ill patients. It also provided further evidence of a potential window for targeted immunotherapeutic interventions in the first week of critical illness.
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Affiliation(s)
- Abigail Samuelsen
- Department of Anesthesiology and Perioperative Medicine, Penn State Hershey Medical Center, Hershey, PA 17033
| | - Erik Lehman
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA 17033
| | - Parker Burrows
- Department of Anesthesiology and Perioperative Medicine, Penn State Hershey Medical Center, Hershey, PA 17033
| | - Anthony S Bonavia
- Division of Critical Care Medicine, Department of Anesthesiology and Perioperative Medicine, Penn State Hershey Medical Center, Hershey, PA 17033
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Samuelsen AM, Halstead ES, Lehman EB, McKeone DJ, Bonavia AS. Predicting Organ Dysfunction in Septic and Critically Ill Patients: A Prospective Cohort Study Using Rapid Ex Vivo Immune Profiling. Crit Care Explor 2024; 6:e1106. [PMID: 38916619 PMCID: PMC11208107 DOI: 10.1097/cce.0000000000001106] [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: 06/26/2024] Open
Abstract
OBJECTIVES While cytokine response patterns are pivotal in mediating immune responses, they are also often dysregulated in sepsis and critical illness. We hypothesized that these immunological deficits, quantifiable through ex vivo whole blood stimulation assays, may be indicative of subsequent organ dysfunction. DESIGN In a prospective observational study, adult septic patients and critically ill but nonseptic controls were identified within 48 hours of critical illness onset. Using a rapid, ex vivo assay based on responses to lipopolysaccharide (LPS), anti-CD3/anti-CD28 antibodies, and phorbol 12-myristate 13-acetate with ionomycin, cytokine responses to immune stimulants were quantified. The primary outcome was the relationship between early cytokine production and subsequent organ dysfunction, as measured by the Sequential Organ Failure Assessment score on day 3 of illness (SOFAd3). SETTING Patients were recruited in an academic medical center and data processing and analysis were done in an academic laboratory setting. PATIENTS Ninety-six adult septic and critically ill nonseptic patients were enrolled. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Elevated levels of tumor necrosis factor and interleukin-6 post-endotoxin challenge were inversely correlated with SOFAd3. Interferon-gamma production per lymphocyte was inversely related to organ dysfunction at day 3 and differed between septic and nonseptic patients. Clustering analysis revealed two distinct immune phenotypes, represented by differential responses to 18 hours of LPS stimulation and 4 hours of anti-CD3/anti-CD28 stimulation. CONCLUSIONS Our rapid immune profiling technique offers a promising tool for early prediction and management of organ dysfunction in critically ill patients. This information could be pivotal for early intervention and for preventing irreversible organ damage during the acute phase of critical illness.
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Affiliation(s)
| | - E. Scott Halstead
- Division of Critical Care Medicine, Department of Pediatrics, Penn State Milton S. Hershey Medical Center, Hershey, PA
| | - Erik B. Lehman
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA
| | - Daniel J. McKeone
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, Penn State Milton S. Hershey Medical Center, Hershey, PA
| | - Anthony S. Bonavia
- Division of Critical Care Medicine, Department of Anesthesiology and Perioperative Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA
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Barrios EL, Mazer MB, McGonagill PW, Bergmann CB, Goodman MD, Gould RW, Rao M, Polcz VE, Davis RJ, Del Toro DE, Dirain ML, Dram A, Hale LO, Heidarian M, Kim CY, Kucaba TA, Lanz JP, McCray AE, Meszaros S, Miles S, Nelson CR, Rocha IL, Silva EE, Ungaro RF, Walton AH, Xu J, Zeumer-Spataro L, Drewry AM, Liang M, Bible LE, Loftus TJ, Turnbull IR, Efron PA, Remy KE, Brakenridge SC, Badovinac VP, Griffith TS, Moldawer LL, Hotchkiss RS, Caldwell CC. Adverse outcomes and an immunosuppressed endotype in septic patients with reduced IFN-γ ELISpot. JCI Insight 2024; 9:e175785. [PMID: 38100268 PMCID: PMC10906237 DOI: 10.1172/jci.insight.175785] [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] [Received: 09/26/2023] [Accepted: 11/30/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUNDSepsis remains a major clinical challenge for which successful treatment requires greater precision in identifying patients at increased risk of adverse outcomes requiring different therapeutic approaches. Predicting clinical outcomes and immunological endotyping of septic patients generally relies on using blood protein or mRNA biomarkers, or static cell phenotyping. Here, we sought to determine whether functional immune responsiveness would yield improved precision.METHODSAn ex vivo whole-blood enzyme-linked immunosorbent spot (ELISpot) assay for cellular production of interferon γ (IFN-γ) was evaluated in 107 septic and 68 nonseptic patients from 5 academic health centers using blood samples collected on days 1, 4, and 7 following ICU admission.RESULTSCompared with 46 healthy participants, unstimulated and stimulated whole-blood IFN-γ expression was either increased or unchanged, respectively, in septic and nonseptic ICU patients. However, in septic patients who did not survive 180 days, stimulated whole-blood IFN-γ expression was significantly reduced on ICU days 1, 4, and 7 (all P < 0.05), due to both significant reductions in total number of IFN-γ-producing cells and amount of IFN-γ produced per cell (all P < 0.05). Importantly, IFN-γ total expression on days 1 and 4 after admission could discriminate 180-day mortality better than absolute lymphocyte count (ALC), IL-6, and procalcitonin. Septic patients with low IFN-γ expression were older and had lower ALCs and higher soluble PD-L1 and IL-10 concentrations, consistent with an immunosuppressed endotype.CONCLUSIONSA whole-blood IFN-γ ELISpot assay can both identify septic patients at increased risk of late mortality and identify immunosuppressed septic patients.TRIAL REGISTRYN/A.FUNDINGThis prospective, observational, multicenter clinical study was directly supported by National Institute of General Medical Sciences grant R01 GM-139046, including a supplement (R01 GM-139046-03S1) from 2022 to 2024.
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Affiliation(s)
- Evan L. Barrios
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Monty B. Mazer
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Patrick W. McGonagill
- Department of Surgery, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Christian B. Bergmann
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
- University Hospital Ulm, Clinic for Trauma Surgery, Hand, Plastic, and Reconstructive Surgery Albert-Einstein-Allee 23, Ulm, Germany
| | - Michael D. Goodman
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Robert W. Gould
- Department of Anesthesiology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Mahil Rao
- Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Valerie E. Polcz
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Ruth J. Davis
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Drew E. Del Toro
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Marvin L.S. Dirain
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Alexandra Dram
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Lucas O. Hale
- Department of Anesthesiology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Mohammad Heidarian
- Interdisciplinary Program in Immunology, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Caleb Y. Kim
- Department of Urology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Tamara A. Kucaba
- Department of Urology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Jennifer P. Lanz
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Ashley E. McCray
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Sandra Meszaros
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Sydney Miles
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Candace R. Nelson
- Department of Anesthesiology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Ivanna L. Rocha
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Elvia E. Silva
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Ricardo F. Ungaro
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Andrew H. Walton
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Julie Xu
- Department of Urology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Leilani Zeumer-Spataro
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Anne M. Drewry
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Muxuan Liang
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
- Department of Biostatistics, University of Florida College of Public Health and Health Professions and the University of Florida College of Medicine, Gainesville, Florida, USA
| | - Letitia E. Bible
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Tyler J. Loftus
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Isaiah R. Turnbull
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Philip A. Efron
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Kenneth E. Remy
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Scott C. Brakenridge
- Department of Surgery, Harborview Medical Center, University of Washington School of Medicine, Seattle, Washington, USA
| | - Vladimir P. Badovinac
- Interdisciplinary Program in Immunology, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
- Experimental Pathology PhD Program, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Thomas S. Griffith
- Department of Urology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
- Center for Immunology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
- Minneapolis VA Healthcare System, Minneapolis, Minnesota, USA
| | - Lyle L. Moldawer
- Sepsis and Critical Illness Research Center, Department of Surgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Richard S. Hotchkiss
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Charles C. Caldwell
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
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Wheelwright J, Halstead ES, Knehans A, Bonavia AS. Ex Vivo Endotoxin Stimulation of Blood for Predicting Survival in Patients With Sepsis: A Systematic Review. CHEST CRITICAL CARE 2023; 1:100029. [PMID: 38148988 PMCID: PMC10751038 DOI: 10.1016/j.chstcc.2023.100029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/28/2023]
Abstract
BACKGROUND Sepsis is a syndrome characterized by host immune dysfunction, with the extent of immunoparalysis differing among patients. Lipopolysaccharide (LPS) is used commonly to assess the immune function of critically ill patients with sepsis. However, the reliability of this ex vivo diagnostic test in predicting clinical outcomes remains uncertain. RESEARCH QUESTION Does LPS-induced tumor necrosis factor (TNF) production from the blood of patients with sepsis predict mortality? Secondary outcomes included ICU and hospital stay durations, nosocomial infection rate, and organ recovery rate. STUDY DESIGN AND METHODS Human sepsis studies from various databases through April 2023 were evaluated. Inclusion criteria encompassed LPS-stimulated blood assays, English language, and reported clinical outcomes. Bias risk was evaluated using the Newcastle-Ottawa scale (NOS). Relationships between TNF production and mortality were analyzed at sepsis onset and during established sepsis, alongside secondary outcomes. RESULTS Of 11,580 studies, 17 studies (14 adult and three pediatric) were selected for analysis. Although 15 studies were evaluated as moderate to high quality using the NOS, it is important to note that some of these studies also had identifiable biases, such as unclear methods of participant recruitment. Nine studies detailed survival outcomes associated with LPS-induced TNF production at sepsis onset, whereas five studies explored TNF production's relationship with mortality during established sepsis. Trends suggested that lower LPS-induced TNF production correlated with higher mortality. However, heterogeneity in methodologies, especially the LPS assay protocol, hindered definitive conclusions. Publication bias was highlighted using funnel plot analysis. Concerning secondary outcomes, diminished TNF production might signify worsening organ dysfunction, although the link between cytokine production and nosocomial infection varied among studies. INTERPRETATION For functional immune profiling in sepsis, streamlined research methodologies are essential. This entails organizing cohorts based on microbial sources of sepsis, establishing standardized definitions of immunoparalysis, using consistent types and dosages of immune stimulants, adhering to uniform blood incubation conditions, and adopting consistent clinical outcomes.
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Affiliation(s)
- Jonathan Wheelwright
- Division of Critical Care Medicine (J. W. and A. S. B.), Department of Anesthesiology and Perioperative Medicine, the Division of Critical Care (E. S. H.), Department of Pediatrics, Penn State Health, and the Penn State College of Medicine (A. K.), Hershey, PA
| | - E Scott Halstead
- Division of Critical Care Medicine (J. W. and A. S. B.), Department of Anesthesiology and Perioperative Medicine, the Division of Critical Care (E. S. H.), Department of Pediatrics, Penn State Health, and the Penn State College of Medicine (A. K.), Hershey, PA
| | - Amy Knehans
- Division of Critical Care Medicine (J. W. and A. S. B.), Department of Anesthesiology and Perioperative Medicine, the Division of Critical Care (E. S. H.), Department of Pediatrics, Penn State Health, and the Penn State College of Medicine (A. K.), Hershey, PA
| | - Anthony S Bonavia
- Division of Critical Care Medicine (J. W. and A. S. B.), Department of Anesthesiology and Perioperative Medicine, the Division of Critical Care (E. S. H.), Department of Pediatrics, Penn State Health, and the Penn State College of Medicine (A. K.), Hershey, PA
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Bonavia AS, Samuelsen A, Liang M, Hanson J, McKeone D, Chroneos ZC, Halstead ES. Comparison of whole blood cytokine immunoassays for rapid, functional immune phenotyping in critically ill patients with sepsis. Intensive Care Med Exp 2023; 11:70. [PMID: 37831231 PMCID: PMC10575832 DOI: 10.1186/s40635-023-00556-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 10/04/2023] [Indexed: 10/14/2023] Open
Abstract
BACKGROUND Sepsis is characterized by highly heterogeneous immune responses associated with a spectrum of disease severity. Methods that rapidly and sensitively profile these immune responses can potentially personalize immune-adjuvant therapies for sepsis. We hypothesized that the ELLA microfluidic approach to measure cytokine production from the whole blood of septic and critically ill patients would deliver faster, more precise results than the existing optic-driven ELISpot quantification. We tested our hypothesis by measuring ex vivo-stimulated production of TNF and IFNγ in critically ill and septic patients (n = 22), critically ill and non-septic patients (n = 10), and healthy volunteers (n = 10) through both ELLA and ELISpot immunoassays. Blood samples were subjected to one of three stimulants for 4 h or 18 h durations during days 1, 7-10, and 14 of critical illness. Stimulants for lymphocytes included anti-CD3/anti-CD28 and phorbol 12-myristate 13-acetate (PMA), whereas LPS was used for monocytes. Stimulated TNF and IFNγ concentrations were then associated with 30-day mortality. RESULTS Both ELISpot and ELLA immunoassays showed substantial agreement in TNF concentrations post 4 h and 18 h LPS stimulation, with concordance correlation coefficients at 0.62 and 0.60, respectively. ELLA had a broad dynamic measurement range and provided accurate TNF and IFNγ readings at both minimal and elevated cytokine concentrations (with mean coefficients of variation between triplicate readings at 2.1 ± 1.4% and 4.9 ± 7.2%, respectively). However, there was no association between the ELLA-determined cytokine concentrations on the first day of critical illness and 30-day mortality rate. In contrast, using the ELISpot for cytokine quantification revealed that non-survivors had reduced baseline TNF levels at 18 h, decreased LPS-induced TNF levels at 18 h, and diminished TNF levels post 4 h/18 h anti-CD3/28 stimulation. CONCLUSIONS Our study affirms the feasibility of obtaining dependable immune phenotyping data within 6 h of blood collection from critically ill patients, both septic and non-septic, using the ELLA immunoassay. Both ELLA and ELISpot can offer valuable insights into prognosis, therapeutic strategies, and the underlying mechanisms of sepsis development.
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Affiliation(s)
- Anthony S Bonavia
- Department of Anesthesiology and Perioperative Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA, USA.
| | - Abigail Samuelsen
- Department of Anesthesiology and Perioperative Medicine, Penn State Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Menglu Liang
- Department of Epidemiology and Biostatistics, School of Public Health, University of Maryland, Baltimore, MD, USA
| | - Jodi Hanson
- Cellular Technology, Shaker Heights, OH, USA
| | - Daniel McKeone
- Department of Pediatrics, Penn State Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Zissis C Chroneos
- Department of Pediatrics, Penn State Milton S. Hershey Medical Center, Hershey, PA, USA
| | - E Scott Halstead
- Department of Pediatrics, Penn State Milton S. Hershey Medical Center, Hershey, PA, USA
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Barrios EA, Mazer MB, McGonagill P, Bergmann CB, Goodman MD, Gould R, Rao M, Polcz V, Davis R, Del Toro D, Dirain M, Dram A, Hale L, Heidarian M, Kucaba TA, Lanz JP, McCray A, Meszaros S, Miles S, Nelson C, Rocha I, Silva EE, Ungaro R, Walton A, Xu J, Zeumer-Spataro L, Drewry A, Liang M, Bible LE, Loftus T, Turnbull I, Efron PA, Remy KE, Brakenridge S, Badovinac VP, Griffith TS, Moldawer LL, Hotchkiss RS, Caldwell CC. Adverse Long-Term Outcomes and an Immune Suppressed Endotype in Sepsis Patients with Reduced Interferon-γELISpot: A Multicenter, Prospective Observational Study. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.09.13.23295360. [PMID: 37745385 PMCID: PMC10516075 DOI: 10.1101/2023.09.13.23295360] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/26/2023]
Abstract
BACKGROUND Sepsis remains a major clinical challenge for which successful treatment requires greater precision in identifying patients at increased risk of adverse outcomes requiring different therapeutic approaches. Predicting clinical outcomes and immunological endotyping of septic patients has generally relied on using blood protein or mRNA biomarkers, or static cell phenotyping. Here, we sought to determine whether functional immune responsiveness would yield improved precision. METHODS An ex vivo whole blood enzyme-linked immunosorbent (ELISpot) assay for cellular production of interferon-γ (IFN-γ) was evaluated in 107 septic and 68 non-septic patients from five academic health centers using blood samples collected on days 1, 4 and 7 following ICU admission. RESULTS Compared with 46 healthy subjects, unstimulated and stimulated whole blood IFNγ expression were either increased or unchanged, respectively, in septic and nonseptic ICU patients. However, in septic patients who did not survive 180 days, stimulated whole blood IFNγ expression was significantly reduced on ICU days 1, 4 and 7 (all p<0.05), due to both significant reductions in total number of IFNγ producing cells and amount of IFNγ produced per cell (all p<0.05). Importantly, IFNγ total expression on day 1 and 4 after admission could discriminate 180-day mortality better than absolute lymphocyte count (ALC), IL-6 and procalcitonin. Septic patients with low IFNγ expression were older and had lower ALC and higher sPD-L1 and IL-10 concentrations, consistent with an immune suppressed endotype. CONCLUSIONS A whole blood IFNγ ELISpot assay can both identify septic patients at increased risk of late mortality, and identify immune-suppressed, sepsis patients.
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Son K, Miyasaki K, Salter B, Loukov D, Chon J, Zhao N, Radford K, Huang C, LaVigne N, Dvorkin-Gheva A, Lacy P, Ho T, Bowdish DME, Nair P, Mukherjee M. Autoantibody-mediated Macrophage Dysfunction in Patients with Severe Asthma with Airway Infections. Am J Respir Crit Care Med 2023; 207:427-437. [PMID: 36287613 DOI: 10.1164/rccm.202206-1183oc] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Rationale: Localized autoimmune responses have been reported in patients with severe eosinophilic asthma, characterized by eosinophil degranulation and airway infections. Objective: To determine the presence of autoantibodies against macrophage scavenger receptors within the airways and their effects on macrophage function and susceptibility to infection. Methods: Anti-EPX (eosinophil peroxidase), anti-MARCO (macrophage receptor with collagenous structure) IgG titers, and T1 and T2 (type 1/2) cytokines were measured in 221 sputa from 143 well-characterized patients with severe asthma. Peripheral monocytes and MDMs (monocyte-derived macrophages) isolated from healthy control subjects were treated with immunoprecipitated immunoglobulins from sputa with high anti-MARCO titers or nonspecific IgG to assess uptake of Streptococcus pneumoniae or response to the bacterial product LPS. Measurements and Main Results: Anti-MARCO IgG was detected in 36% of patients, with significantly higher titers (up to 1:16) in patients with mixed granulocytic sputa, indicative of airway infections. Multivariate regression analysis confirmed increased frequency of degranulation (free eosinophil granules), increased blood eosinophils (indicative of high T2 burden), increased sputum total cell count, peripheral blood leukocytes (indicative of infection), and lymphopenia were associated with increased anti-MARCO IgG titers; IL-15 (odds ratio [OR], 1.79; confidence interval [CI], 1.19-2.70), IL-13 (OR, 1.06; CI, 1.02-1.12), and IL-12p70 (OR, 3.34; CI, 1.32-8.40) were the associated cytokines. Patients with anti-MARCO antibodies had higher chances of subsequent infective versus eosinophilic exacerbations (P = 0.01). MDMs treated with immunoprecipitated immunoglobulins (anti-MARCO+ sputa) had reduced bacterial uptake by 39% ± 15% and significantly reduced release of IL-10 and granulocyte-macrophage colony-stimulating factor (GM-CSF) (P < 0.05) in response to an LPS stimulus. Conclusions: Autoantibodies against macrophage scavenger receptors in eosinophilic asthma airways may impede effective host defenses and lead to recurrent infective bronchitis.
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Affiliation(s)
- Kiho Son
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Firestone Institute of Respiratory Health, The Research Institute of St. Joes, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Kate Miyasaki
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Firestone Institute of Respiratory Health, The Research Institute of St. Joes, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Brittany Salter
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Dessi Loukov
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,McMaster Immunology Research Centre, Faculty of Health Sciences, Hamilton, Ontario, Canada; and
| | - Joseph Chon
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,McMaster Immunology Research Centre, Faculty of Health Sciences, Hamilton, Ontario, Canada; and
| | - Nan Zhao
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Katherine Radford
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Firestone Institute of Respiratory Health, The Research Institute of St. Joes, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Chynna Huang
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Firestone Institute of Respiratory Health, The Research Institute of St. Joes, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Nicola LaVigne
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Firestone Institute of Respiratory Health, The Research Institute of St. Joes, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Anna Dvorkin-Gheva
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,McMaster Immunology Research Centre, Faculty of Health Sciences, Hamilton, Ontario, Canada; and
| | - Paige Lacy
- Alberta Respiratory Centre, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Terence Ho
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Firestone Institute of Respiratory Health, The Research Institute of St. Joes, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Dawn M E Bowdish
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Firestone Institute of Respiratory Health, The Research Institute of St. Joes, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada.,McMaster Immunology Research Centre, Faculty of Health Sciences, Hamilton, Ontario, Canada; and
| | - Parameswaran Nair
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Firestone Institute of Respiratory Health, The Research Institute of St. Joes, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Manali Mukherjee
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada.,Firestone Institute of Respiratory Health, The Research Institute of St. Joes, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada.,McMaster Immunology Research Centre, Faculty of Health Sciences, Hamilton, Ontario, Canada; and
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10
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Davoudian S, Piovani D, Desai A, Mapelli SN, Leone R, Sironi M, Valentino S, Silva-Gomes R, Stravalaci M, Asgari F, Madera A, Piccinini D, Fedeli C, Comina D, Bonovas S, Voza A, Mantovani A, Bottazzi B. A cytokine/PTX3 prognostic index as a predictor of mortality in sepsis. Front Immunol 2022; 13:979232. [PMID: 36189302 PMCID: PMC9521428 DOI: 10.3389/fimmu.2022.979232] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 08/29/2022] [Indexed: 12/15/2022] Open
Abstract
BackgroundEarly prognostic stratification of patients with sepsis is a difficult clinical challenge. Aim of this study was to evaluate novel molecules in association with clinical parameters as predictors of 90-days mortality in patients admitted with sepsis at Humanitas Research Hospital.MethodsPlasma samples were collected from 178 patients, diagnosed based on Sepsis-3 criteria, at admission to the Emergency Department and after 5 days of hospitalization. Levels of pentraxin 3 (PTX3), soluble IL-1 type 2 receptor (sIL-1R2), and of a panel of pro- and anti-inflammatory cytokines were measured by ELISA. Cox proportional-hazard models were used to evaluate predictors of 90-days mortality.ResultsCirculating levels of PTX3, sIL-1R2, IL-1β, IL-6, IL-8, IL-10, IL-18, IL-1ra, TNF-α increased significantly in sepsis patients on admission, with the highest levels measured in shock patients, and correlated with SOFA score (PTX3: r=0.44, p<0.0001; sIL-1R2: r=0.35, p<0.0001), as well as with 90-days mortality. After 5 days of hospitalization, PTX3 and cytokines, but not sIL-1R2 levels, decreased significantly, in parallel with a general improvement of clinical parameters. The combination of age, blood urea nitrogen, PTX3, IL-6 and IL-18, defined a prognostic index predicting 90-days mortality in Sepsis-3 patients and showing better apparent discrimination capacity than the SOFA score (AUC=0.863, 95% CI: 0.780−0.945 vs. AUC=0.727, 95% CI: 0.613-0.840; p=0.021 respectively).ConclusionThese data suggest that a prognostic index based on selected cytokines, PTX3 and clinical parameters, and hence easily adoptable in clinical practice, performs in predicting 90-days mortality better than SOFA. An independent validation is required.
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Affiliation(s)
- Sadaf Davoudian
- Department of Research in Inflammation and Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Daniele Piovani
- Department of Biomedical Science, Humanitas University, Milan, Italy
| | - Antonio Desai
- Department of Biomedical Science, Humanitas University, Milan, Italy
- Department of Emergency, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Sarah N. Mapelli
- Department of Research in Inflammation and Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Roberto Leone
- Department of Research in Inflammation and Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Marina Sironi
- Department of Research in Inflammation and Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Sonia Valentino
- Department of Research in Inflammation and Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Rita Silva-Gomes
- Department of Research in Inflammation and Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Matteo Stravalaci
- Department of Research in Inflammation and Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Fatemeh Asgari
- Department of Research in Inflammation and Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Alessandra Madera
- Department of Biomedical Science, Humanitas University, Milan, Italy
| | - Daniele Piccinini
- Department of Biomedical Science, Humanitas University, Milan, Italy
| | - Carlo Fedeli
- Department of Emergency, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Denise Comina
- Department of Emergency, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Stefanos Bonovas
- Department of Biomedical Science, Humanitas University, Milan, Italy
| | - Antonio Voza
- Department of Biomedical Science, Humanitas University, Milan, Italy
- Department of Emergency, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Alberto Mantovani
- Department of Research in Inflammation and Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Science, Humanitas University, Milan, Italy
- The William Harvey Research Institute, Queen Mary University of London, London, United Kingdom
- *Correspondence: Barbara Bottazzi, ; Alberto Mantovani,
| | - Barbara Bottazzi
- Department of Research in Inflammation and Immunology, IRCCS Humanitas Research Hospital, Milan, Italy
- *Correspondence: Barbara Bottazzi, ; Alberto Mantovani,
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