Pub Date : 2026-03-09eCollection Date: 2026-01-01DOI: 10.1002/cti2.70087
Xiaoxiao Jia, Isabelle Jh Foo, Hayley A McQuilten, Jeremy Chase Crawford, Aira F Cabug, Deborah Gebregzabher, Janet Chou, Robert C Mettelman, Tanya Novak, Lee-Ann Van de Velde, Ryan S Thwaites, Adrienne G Randolph, Paul G Thomas, Jianqing Xu, Zhongfang Wang, Katherine Kedzierska, Lukasz Kedzierski, Brendon Y Chua
Objectives: Our previous study in hospitalised patients infected with avian A(H7N9) influenza virus identified CD84 amongst several genes associated with recovery. Yet, the correlation between CD84 and respiratory viral infection outcomes is far from established. We aimed to define CD84 dynamics in patient cohorts of respiratory disease and immune cell populations in influenza virus-infected mice.
Methods: Expression dynamics of CD84 and association with previously identified correlates of severe and fatal respiratory disease outcomes, OLAH and IL18R1, were analysed in A(H7N9) and COVID-19 patient cohorts across disease severities. Using mouse models of influenza virus infection, CD84 expression on immune cell subsets was analysed over the course of infection.
Results: Elevated CD84 levels in recovered A(H7N9) patients were accompanied by increased expression of genes for CD84-associated adaptor proteins and other SLAM receptor family members. In these patients, high CD84 expression persisted until discharge, while remaining low throughout the disease in patients that succumbed. We found inverse correlations between CD84 with OLAH and IL18R1 levels in our A(H7N9) cohort, and in hospitalised COVID-19 patients across respiratory disease severities. In influenza virus-infected mice, CD84 was upregulated on a broad range of immune cell populations, particularly on activated and influenza virus-specific T-cell populations and correlated with less disease severity.
Conclusion: Our findings revealed the link between high CD84 expression in humans and recovery from respiratory viral infections. In mice, CD84 expression increased across a broad range of immune cell populations, with CD84 expression on activated T-cell populations correlating with less severe disease.
{"title":"Influenza virus infection drives upregulation of CD84 across a broad range of immune cells.","authors":"Xiaoxiao Jia, Isabelle Jh Foo, Hayley A McQuilten, Jeremy Chase Crawford, Aira F Cabug, Deborah Gebregzabher, Janet Chou, Robert C Mettelman, Tanya Novak, Lee-Ann Van de Velde, Ryan S Thwaites, Adrienne G Randolph, Paul G Thomas, Jianqing Xu, Zhongfang Wang, Katherine Kedzierska, Lukasz Kedzierski, Brendon Y Chua","doi":"10.1002/cti2.70087","DOIUrl":"https://doi.org/10.1002/cti2.70087","url":null,"abstract":"<p><strong>Objectives: </strong>Our previous study in hospitalised patients infected with avian A(H7N9) influenza virus identified <i>CD84</i> amongst several genes associated with recovery. Yet, the correlation between CD84 and respiratory viral infection outcomes is far from established. We aimed to define CD84 dynamics in patient cohorts of respiratory disease and immune cell populations in influenza virus-infected mice.</p><p><strong>Methods: </strong>Expression dynamics of <i>CD84</i> and association with previously identified correlates of severe and fatal respiratory disease outcomes, <i>OLAH</i> and <i>IL18R1</i>, were analysed in A(H7N9) and COVID-19 patient cohorts across disease severities. Using mouse models of influenza virus infection, CD84 expression on immune cell subsets was analysed over the course of infection.</p><p><strong>Results: </strong>Elevated <i>CD84</i> levels in recovered A(H7N9) patients were accompanied by increased expression of genes for CD84-associated adaptor proteins and other SLAM receptor family members. In these patients, high <i>CD84</i> expression persisted until discharge, while remaining low throughout the disease in patients that succumbed. We found inverse correlations between <i>CD84</i> with <i>OLAH</i> and <i>IL18R1</i> levels in our A(H7N9) cohort, and in hospitalised COVID-19 patients across respiratory disease severities. In influenza virus-infected mice, CD84 was upregulated on a broad range of immune cell populations, particularly on activated and influenza virus-specific T-cell populations and correlated with less disease severity.</p><p><strong>Conclusion: </strong>Our findings revealed the link between high CD84 expression in humans and recovery from respiratory viral infections. In mice, CD84 expression increased across a broad range of immune cell populations, with CD84 expression on activated T-cell populations correlating with less severe disease.</p>","PeriodicalId":152,"journal":{"name":"Clinical & Translational Immunology","volume":"15 3","pages":"e70087"},"PeriodicalIF":3.8,"publicationDate":"2026-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12971607/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147429472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Severe COVID-19 is marked by profound immune dysregulation, yet the interplay between humoral and inflammatory responses that determines clinical outcomes in critically ill patients remains incompletely understood. We evaluated longitudinal antibody and soluble immune mediator profiles to identify prognostic signatures associated with survival in severe COVID-19.
Methods: In this prospective longitudinal study, peripheral blood samples were collected from 30 unvaccinated adults with severe COVID-19 admitted to the intensive care unit (ICU) and 30 healthy controls. Serum concentrations of SARS-CoV-2-specific IgM, IgG and IgA antibodies (S1, RBD and N) and 27 cytokines, chemokines and growth factors were quantified at ICU admission (D0), Day 7 (D7) and Day 14 (D14) using Luminex multiplex assays. Patients were classified according to clinical outcome: discharge (DIS) or death (DEA).
Results: DIS and DEA patients exhibited distinct immunological trajectories. DEA patients showed early elevations of IgM anti-N and IgM anti-RBD at D0, accompanied by increased IFN-γ. At D7, persistently elevated TNF-α and FGF-basic differentiated nonsurvivors, while by D14, higher levels of CXCL8, CCL4, CXCL10 and G-CSF were strongly associated with mortality. In contrast, DIS patients exhibited more coordinated immune regulation, including sustained IL-13 production and higher IgA anti-S1 and IgA anti-RBD levels.
Conclusions: Integrated humoral and inflammatory signatures, particularly early IgM anti-N/anti-RBD responses and sequential increases in IFN-γ, TNF-α, FGF-basic, CXCL8, CCL4, CXCL10 and G-CSF, highlight immune signatures associated with poor outcomes. IL-13 and coordinated antibody interactions may reflect protective immune pathways. These findings highlight the prognostic value of multidimensional immune monitoring in severe COVID-19.
{"title":"Integrated humoral and inflammatory signatures predict outcomes in severe COVID-19: a 14-day longitudinal analysis.","authors":"Hiochelson Najibe Santos Ibiapina, Fabio Magalhães-Gama, Juliana Costa Ferreira Neves, Fabíola Silva Alves-Hana, Ismael Artur Costa-Rocha, Alice Aparecida Lourenço, Ágata Lopes Ribeiro, Geovane Marques Ferreira, Thais Fernanda Campos Fraga-Silva, Adriana Alves Oliveira Paim, Daisymara Priscila Almeida Marques, Joaquim Pedro Brito-de-Sousa, Ana Carolina Campi-Azevedo, Vanessa Peruhype-Magalhães, Márcio Sobreira Silva Araújo, Andréa Teixeira-Carvalho, Vânia Luiza Deperon Bonato, Christiane Becari, Mayra Gonçalves Manegueti, Marcelo Cordeiro-Santos, Maria Auxiliadora-Martins, Jordana Grazziela Coelho-Dos-Reis, Olindo Assis Martins-Filho, Allyson Guimarães Costa","doi":"10.1002/cti2.70082","DOIUrl":"10.1002/cti2.70082","url":null,"abstract":"<p><strong>Background: </strong>Severe COVID-19 is marked by profound immune dysregulation, yet the interplay between humoral and inflammatory responses that determines clinical outcomes in critically ill patients remains incompletely understood. We evaluated longitudinal antibody and soluble immune mediator profiles to identify prognostic signatures associated with survival in severe COVID-19.</p><p><strong>Methods: </strong>In this prospective longitudinal study, peripheral blood samples were collected from 30 unvaccinated adults with severe COVID-19 admitted to the intensive care unit (ICU) and 30 healthy controls. Serum concentrations of SARS-CoV-2-specific IgM, IgG and IgA antibodies (S1, RBD and N) and 27 cytokines, chemokines and growth factors were quantified at ICU admission (D0), Day 7 (D7) and Day 14 (D14) using Luminex multiplex assays. Patients were classified according to clinical outcome: discharge (DIS) or death (DEA).</p><p><strong>Results: </strong>DIS and DEA patients exhibited distinct immunological trajectories. DEA patients showed early elevations of IgM anti-N and IgM anti-RBD at D0, accompanied by increased IFN-γ. At D7, persistently elevated TNF-α and FGF-basic differentiated nonsurvivors, while by D14, higher levels of CXCL8, CCL4, CXCL10 and G-CSF were strongly associated with mortality. In contrast, DIS patients exhibited more coordinated immune regulation, including sustained IL-13 production and higher IgA anti-S1 and IgA anti-RBD levels.</p><p><strong>Conclusions: </strong>Integrated humoral and inflammatory signatures, particularly early IgM anti-N/anti-RBD responses and sequential increases in IFN-γ, TNF-α, FGF-basic, CXCL8, CCL4, CXCL10 and G-CSF, highlight immune signatures associated with poor outcomes. IL-13 and coordinated antibody interactions may reflect protective immune pathways. These findings highlight the prognostic value of multidimensional immune monitoring in severe COVID-19.</p>","PeriodicalId":152,"journal":{"name":"Clinical & Translational Immunology","volume":"15 2","pages":"e70082"},"PeriodicalIF":3.8,"publicationDate":"2026-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12932082/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147300475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Russell C Dale, Madysen Elbourne, Markus J Hofer, Shrujna Patel, Shekeeb Mohammad, Velda X Han, Josephine Yu, Shanlin Fu, Arlene D'Silva, Michelle A Farrar, Sushil Bandodkar, Jingya J Yan