Isabela Galizzi Fae, Pedro Henrique Oliveira Murta Pinto, Gustavo Brandão Oliveira, Roni Arley Silva Duque, Fernanda Sophya Leite Cambraia, Lucas Chaves Diamante, Guilherme Lelis Costa, Andréa Teixeira-Carvalho, Deisy Morselli Gysi, José Luiz Padilha da Silva, Teresa Cristina Abreu Ferrari, Maria Carmo Pereira Nunes
{"title":"Immune Network Dysregulation Predicts Adverse Outcomes in Infective Endocarditis.","authors":"Isabela Galizzi Fae, Pedro Henrique Oliveira Murta Pinto, Gustavo Brandão Oliveira, Roni Arley Silva Duque, Fernanda Sophya Leite Cambraia, Lucas Chaves Diamante, Guilherme Lelis Costa, Andréa Teixeira-Carvalho, Deisy Morselli Gysi, José Luiz Padilha da Silva, Teresa Cristina Abreu Ferrari, Maria Carmo Pereira Nunes","doi":"10.3390/tropicalmed11100265","DOIUrl":null,"url":null,"abstract":"<p><p>Infective endocarditis (IE) is characterized by systemic inflammation, yet the contribution of cytokine network dysregulation to clinical outcomes remains poorly understood. We aimed to evaluate cytokine co-expression patterns in IE and identify immune network signatures associated with in-hospital mortality and major complications. We conducted a prospective cohort study of adult patients hospitalized with IE at a quaternary public hospital in Brazil (2012-2024). Serum cytokines and chemokines were measured at one to three time points during hospitalization. Weighted topological overlap (wTO) and Co-expression Differential Network Analysis (CoDiNA) were used to characterize cytokine interactions in baseline. Logistic mixed-effects models assessed associations between individual cytokines and in-hospital mortality. Of 305 screened patients, 160 met inclusion criteria (41 deaths; in-hospital mortality 25.6%). Survivors exhibited dense, integrated cytokine interaction networks, whereas non-survivors showed markedly fragmented networks with loss of connectivity across multiple cytokines. IFN-γ and IL-1RA formed a preserved but isolated axis in fatal cases, while IL-7 displayed outcome-specific connectivity in patients with infectious complications. A distinct triad involving IFN-γ, IL-1RA, and IL-6 differentiated patients with cardiac complications. In multivariable models adjusted for age, sex, and sampling time, CCL2 was independently associated with in-hospital mortality. Immune network disruption is strongly associated with adverse outcomes in IE. Distinct cytokine signatures, including altered interactions of IFN-γ, IL-1RA, IL-6, IL-7, and CCL2, identify high-risk patients and reveal potential biological pathways underlying clinical deterioration.</p>","PeriodicalId":23330,"journal":{"name":"Tropical Medicine and Infectious Disease","volume":"11 10","pages":""},"PeriodicalIF":3.1000,"publicationDate":"2026-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Tropical Medicine and Infectious Disease","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3390/tropicalmed11100265","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"INFECTIOUS DISEASES","Score":null,"Total":0}
引用次数: 0
Abstract
Infective endocarditis (IE) is characterized by systemic inflammation, yet the contribution of cytokine network dysregulation to clinical outcomes remains poorly understood. We aimed to evaluate cytokine co-expression patterns in IE and identify immune network signatures associated with in-hospital mortality and major complications. We conducted a prospective cohort study of adult patients hospitalized with IE at a quaternary public hospital in Brazil (2012-2024). Serum cytokines and chemokines were measured at one to three time points during hospitalization. Weighted topological overlap (wTO) and Co-expression Differential Network Analysis (CoDiNA) were used to characterize cytokine interactions in baseline. Logistic mixed-effects models assessed associations between individual cytokines and in-hospital mortality. Of 305 screened patients, 160 met inclusion criteria (41 deaths; in-hospital mortality 25.6%). Survivors exhibited dense, integrated cytokine interaction networks, whereas non-survivors showed markedly fragmented networks with loss of connectivity across multiple cytokines. IFN-γ and IL-1RA formed a preserved but isolated axis in fatal cases, while IL-7 displayed outcome-specific connectivity in patients with infectious complications. A distinct triad involving IFN-γ, IL-1RA, and IL-6 differentiated patients with cardiac complications. In multivariable models adjusted for age, sex, and sampling time, CCL2 was independently associated with in-hospital mortality. Immune network disruption is strongly associated with adverse outcomes in IE. Distinct cytokine signatures, including altered interactions of IFN-γ, IL-1RA, IL-6, IL-7, and CCL2, identify high-risk patients and reveal potential biological pathways underlying clinical deterioration.