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Infectious disease

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A machine learning–based triage system for systemic EBV-positive T/NK cell lymphoproliferative diseases of childhood
Pujun Guan, Zihang Chen, Hanze Dong, Xia Guo, Juan Huang, Tian Dong, Mi Wang, Xiaoxi Lu, Fei Huang, Wenbin Li, Yuan Tang, Li Zhang, Ling Pan, Ju Gao, Shikun Wang, Rongbo Liu, Wenyan Zhang, Sha Zhao, Weiping Liu
Pujun Guan, Zihang Chen, Hanze Dong, Xia Guo, Juan Huang, Tian Dong, Mi Wang, Xiaoxi Lu, Fei Huang, Wenbin Li, Yuan Tang, Li Zhang, Ling Pan, Ju Gao, Shikun Wang, Rongbo Liu, Wenyan Zhang, Sha Zhao, Weiping Liu
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A machine learning–based triage system for systemic EBV-positive T/NK cell lymphoproliferative diseases of childhood

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Abstract

Systemic Epstein-Barr virus–positive (EBV-positive) T/NK cell lymphoproliferative diseases of childhood (sEBV+T/NK-LPD) are a spectrum of rare diseases that have highly variable biological behavior, from indolent conditions to highly aggressive malignancies. Clinicians currently face substantial challenges in promptly assessing disease severity and predicting patient outcomes, leading to limitations in treatment planning. To address this challenge, we constructed a comprehensive triage system to aid in rapid clinical interventions. The study included 156 patients with newly diagnosed sEBV+T/NK-LPD from 42 institutions. An independent prospective cohort of 35 newly enrolled patients was further included to evaluate the model’s performance. An additional 45 patients from the literature and 18 patients who underwent hematopoietic stem cell transplantation were included to test the score’s generalizability. An integrative machine learning strategy was applied to identify robust and optimal factors and to integrate multiple algorithms to enhance the system’s performance and stability. This system, termed COLLAPSED, identifies critical factors and provides a stable, high-performing ensemble. This model was validated externally and simplified into a risk score to improve interpretability and accessibility. The COLLAPSED system substantially enhances clinicians’ ability to rapidly and precisely identify high-risk patients, thus enabling timely clinical decision-making and expedited initiation of potentially lifesaving treatments.

Authors

Pujun Guan, Zihang Chen, Hanze Dong, Xia Guo, Juan Huang, Tian Dong, Mi Wang, Xiaoxi Lu, Fei Huang, Wenbin Li, Yuan Tang, Li Zhang, Ling Pan, Ju Gao, Shikun Wang, Rongbo Liu, Wenyan Zhang, Sha Zhao, Weiping Liu

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Pediatric long COVID is characterized by myeloid CCR6 suppression and immune dysregulation
Jon Izquierdo-Pujol, Núria Pedreño-Lopez, Tetyana Pidkova, Maria Nevot, Victor Urrea, Fernando Laguía, Francisco Muñoz-López, Judith Dalmau, Alba Gonzalez-Aumatell, Clara Carreras-Abad, María Méndez, Carlos Rodrigo, Marta Massanella, Julià Blanco, Jorge Carrillo, Benjamin Trinité, Javier Martinez-Picado, Sara Morón-López
Jon Izquierdo-Pujol, Núria Pedreño-Lopez, Tetyana Pidkova, Maria Nevot, Victor Urrea, Fernando Laguía, Francisco Muñoz-López, Judith Dalmau, Alba Gonzalez-Aumatell, Clara Carreras-Abad, María Méndez, Carlos Rodrigo, Marta Massanella, Julià Blanco, Jorge Carrillo, Benjamin Trinité, Javier Martinez-Picado, Sara Morón-López
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Pediatric long COVID is characterized by myeloid CCR6 suppression and immune dysregulation

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Abstract

The biological mechanisms underlying long COVID in the pediatric population are poorly understood. Our study aimed to characterize the immune pathophysiology of long COVID in children and young people (CYP). We analyzed major immune cell compartments in PBMCs, as well as specific SARS-CoV-2 antibody response in CYP with (n=99) and without (n=18) long COVID at three months following acute infection. Our findings indicate that pediatric long COVID is associated with a dysregulated immune response characterized by altered innate immunity and overactivated T-, B- and NK-cell responses. Furthermore, CYP with long COVID had an impaired humoral response to SARS-CoV-2 marked by a dysregulated B-cell compartment and lower levels of anti-RBD IgG and IgA. This correlated with reduced neutralizing capacity against SARS-CoV-2. Random forest analysis identified CCR6 expression on myeloid cells as the most relevant biomarker that distinguishes long COVID from control individuals with 79% accuracy.

Authors

Jon Izquierdo-Pujol, Núria Pedreño-Lopez, Tetyana Pidkova, Maria Nevot, Victor Urrea, Fernando Laguía, Francisco Muñoz-López, Judith Dalmau, Alba Gonzalez-Aumatell, Clara Carreras-Abad, María Méndez, Carlos Rodrigo, Marta Massanella, Julià Blanco, Jorge Carrillo, Benjamin Trinité, Javier Martinez-Picado, Sara Morón-López

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IFN-γ-induced trained immunity enhances killing of priority pathogens in healthy and genetically vulnerable individuals
Dearbhla M. Murphy, Isabella Batten, Aoife O'Farrell, Simon R. Carlile, Sinead A. O'Rourke, Chloe Court, Brenda Morris, Gina Leisching, Gráinne Jameson, Sarah A. Connolly, Adam H. Dyer, John P. McGrath, Emma McNally, Olivia Sandby-Thomas, Anjali Yennemadi, Conor M. Finlay, Clíona Ni Cheallaigh, Jean Dunne, Cilian Ó Maoldomhnaigh, Laura E. Gleeson, Aisling Dunne, Nollaig Bourke, Reinout van Crevel, Donal J. Cox, Niall Conlon, Arjun Raj, Rachel M. McLoughlin, Joseph Keane, Sharee A. Basdeo
Dearbhla M. Murphy, Isabella Batten, Aoife O'Farrell, Simon R. Carlile, Sinead A. O'Rourke, Chloe Court, Brenda Morris, Gina Leisching, Gráinne Jameson, Sarah A. Connolly, Adam H. Dyer, John P. McGrath, Emma McNally, Olivia Sandby-Thomas, Anjali Yennemadi, Conor M. Finlay, Clíona Ni Cheallaigh, Jean Dunne, Cilian Ó Maoldomhnaigh, Laura E. Gleeson, Aisling Dunne, Nollaig Bourke, Reinout van Crevel, Donal J. Cox, Niall Conlon, Arjun Raj, Rachel M. McLoughlin, Joseph Keane, Sharee A. Basdeo
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IFN-γ-induced trained immunity enhances killing of priority pathogens in healthy and genetically vulnerable individuals

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Abstract

Infectious diseases remain a global health challenge, driven by increasing antimicrobial-resistance and the threat of emerging epidemics. Mycobacterium tuberculosis and Staphylococcus aureus are leading causes of mortality worldwide. Trained immunity—a form of innate immune memory—offers a promising approach to enhance pathogen clearance. Here, we demonstrate that IFN-γ induces trained immunity in human monocytes through a mechanism involving mTORC1 activation, glutaminolysis, and epigenetic remodeling. Macrophages derived from IFN-γ–trained monocytes exhibited increased glycolytic activity with enhanced cytokine and chemokine responses upon stimulation or infection. Crucially, trained macrophages had increased production of reactive oxygen species which mediated enhanced bactericidal activity against methicillin-resistant S. aureus. Furthermore, ATAC-sequencing analysis of IFN-γ trained macrophages revealed increased chromatin accessibility in regions associated with host defence. Lastly, IFN-γ training restored impaired innate responses in macrophages from individuals homozygous for the TIRAP 180L polymorphism, a genetic variant associated with increased susceptibility to infection. These findings establish IFN-γ as a potent inducer of trained immunity in human monocytes and support its potential as a host-directed strategy to strengthen antimicrobial defenses, particularly in genetically susceptible individuals and high-risk clinical contexts.

Authors

Dearbhla M. Murphy, Isabella Batten, Aoife O'Farrell, Simon R. Carlile, Sinead A. O'Rourke, Chloe Court, Brenda Morris, Gina Leisching, Gráinne Jameson, Sarah A. Connolly, Adam H. Dyer, John P. McGrath, Emma McNally, Olivia Sandby-Thomas, Anjali Yennemadi, Conor M. Finlay, Clíona Ni Cheallaigh, Jean Dunne, Cilian Ó Maoldomhnaigh, Laura E. Gleeson, Aisling Dunne, Nollaig Bourke, Reinout van Crevel, Donal J. Cox, Niall Conlon, Arjun Raj, Rachel M. McLoughlin, Joseph Keane, Sharee A. Basdeo

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Rare variable M. tuberculosis antigens induce predominant Th17 responses in human infection
Paul Ogongo, Liya Wassie, Anthony Tran, Devin Columbus, Julia Huffaker, Lisa Sharling, Gregory Ouma, Samuel Gurrion Ouma, Kidist Bobosha, Cecilia S. Lindestam Arlehamn, Neel R. Gandhi, Sara C. Auld, Jyothi Rengarajan, Cheryl L. Day, Artur Queiroz, Mariana Araújo-Pereira, Eduardo Fukutani, Bruno B. Andrade, John D. Altman, Henry M. Blumberg, Joel D. Ernst
Paul Ogongo, Liya Wassie, Anthony Tran, Devin Columbus, Julia Huffaker, Lisa Sharling, Gregory Ouma, Samuel Gurrion Ouma, Kidist Bobosha, Cecilia S. Lindestam Arlehamn, Neel R. Gandhi, Sara C. Auld, Jyothi Rengarajan, Cheryl L. Day, Artur Queiroz, Mariana Araújo-Pereira, Eduardo Fukutani, Bruno B. Andrade, John D. Altman, Henry M. Blumberg, Joel D. Ernst
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Rare variable M. tuberculosis antigens induce predominant Th17 responses in human infection

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Abstract

CD4 T cells are essential for immunity to M. tuberculosis (Mtb), and emerging evidence indicates that IL-17-producing Th17 cells contribute to immunity to Mtb. While identifying protective T cell effector functions is important for TB vaccine design, T cell antigen specificity is also likely to be important. To identify antigens that induce protective immunity, we reasoned that, as in other pathogens, effective immune recognition drives sequence diversity in individual Mtb antigens. We previously identified Mtb genes under evolutionary diversifying selection pressure whose products we term Rare Variable Mtb Antigens (RVMA). Here, in two distinct human cohorts with recent exposure to TB, we found that RVMA preferentially induce CD4 T cells that express RoRγt and produce IL-17, in contrast to ‘classical’ Mtb antigens that induce T cells that produce IFNγ. Together with emerging evidence showing human Th17 responses are associated with prevention of progression to TB disease, our results suggest that RVMA can be valuable antigens in vaccines for those already infected with Mtb to amplify existing antigen-specific Th17 responses to prevent TB disease.

Authors

Paul Ogongo, Liya Wassie, Anthony Tran, Devin Columbus, Julia Huffaker, Lisa Sharling, Gregory Ouma, Samuel Gurrion Ouma, Kidist Bobosha, Cecilia S. Lindestam Arlehamn, Neel R. Gandhi, Sara C. Auld, Jyothi Rengarajan, Cheryl L. Day, Artur Queiroz, Mariana Araújo-Pereira, Eduardo Fukutani, Bruno B. Andrade, John D. Altman, Henry M. Blumberg, Joel D. Ernst

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Levels of circulating kidney injury markers and IL-10 identify non-critically ill patients with COVID-19 at risk of death
Olivia Lenoir, et al.
Olivia Lenoir, et al.
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Levels of circulating kidney injury markers and IL-10 identify non-critically ill patients with COVID-19 at risk of death

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BACKGROUND After identifying 2 immunomarkers of acute injury, KIM-1 and LCN2, in all kidney biopsies from 31 patients with COVID-19 pneumonia and de novo kidney dysfunction, we investigated whether circulating markers of kidney epithelial injury are common in patients with laboratory-confirmed COVID-19 who require oxygen support but do not have critical illness.METHODS We studied 196 patients admitted to 15 hospitals with moderate to severe pneumonia who were enrolled in 2 independent randomized clinical trials. We measured 41 immune mediators and markers of kidney and endothelial injury in peripheral blood in these patients within 24 hours of randomization.RESULTS We constructed a generalized linear CORIMUNO model combining serum levels of KIM-1, LCN2, IL-10, and age at hospital admission that showed high discrimination for mortality (derivation cohort: AUC = 0.82, 95% CI: 0.73–0.92; validation cohort: AUC = 0.83, 95% CI: 0.74–0.92). An early rise in circulating kidney injury markers, in the absence of acute kidney injury criteria, was markedly associated with the risk of developing a severe form of COVID-19 and death within 3 months.CONCLUSION The CORIMUNO score may be a helpful tool for risk stratification, and for the first time to our knowledge, it identifies the overlooked impact of subclinical kidney injury on pneumonia outcomes.TRIAL REGISTRATION ClinicalTrials.gov NCT04324047, NCT04324073, and NCT04331808.FUNDING This research was funded by the French Ministry of Health, Programme Hospitalier de Recherche Clinique (PHRC COVID-19–20–0151, PHRC COVID-19–20–0029), Fondation de l’Assistance Publique Hôpitaux de Paris (Alliance Tous Unis Contre le Virus), Assistance Publique Hôpitaux de Paris, and grants from the Fondation pour la Recherche Médicale (FRM) (REA202010012514) and Agence Nationale de Recherches sur le Sida and emerging infectious diseases (ANRS) (ANRS0147) from the VINTED sponsorship.

Authors

Olivia Lenoir, Florence Morin, Anouk Walter-Petrich, Léa Resmini, Mohamad Zaidan, Nassim Mahtal, Sophie Ferlicot, Victor G. Puelles, Nicola Wanner, Julien Dang, Thibaut d’Izarny-Gargas, Jana Biermann, Benjamin Izar, Stéphanie Baron, Benjamin Terrier, Ziad A. Massy, Marie Essig, Aymeric Couturier, Olivia May, Xavier Belenfant, David Buob, Isabelle Brocheriou, Hassan Izzedine, Yannis Lombardi, Hélène François, Anissa Moktefi, Vincent Audard, Aurélie Sannier, Eric Daugas, Matthieu Jamme, Guylaine Henry, Isabelle Le Monnier de Gouville, Catherine Marie, Laurence Homyrda, Céline Verstuyft, Sarah Tubiana, Ouifiya Kafif, Valentine Piquard, Maxime Dougados, Tobias B. Huber, Marine Livrozet, Jean-Sébastien Hulot, Cedric Laouénan, Jade Ghosn, France Mentré, Alexandre Karras, Yazdan Yazdanpanah, Raphaël Porcher, Philippe Ravaud, Sophie Caillat-Zucman, Xavier Mariette, Olivier Hermine, Matthieu Resche-Rigon, Pierre-Louis Tharaux, CORIMUNO-19 collaborative group

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14-3-3ε–dependent deubiquitination and translocation of NLRP3 activates the inflammasome during sepsis
Xingyu Li, Siqi Ming, Can Cao, Yating Xu, Jingxian Shu, Ning Tan, Xi Huang, Yongjian Wu
Xingyu Li, Siqi Ming, Can Cao, Yating Xu, Jingxian Shu, Ning Tan, Xi Huang, Yongjian Wu
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14-3-3ε–dependent deubiquitination and translocation of NLRP3 activates the inflammasome during sepsis

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The activation of the NLRP3 inflammasome is a pivotal step in hyperinflammation in sepsis; however, the regulatory mechanisms underlying its activation are not fully understood. In this study, we found that 14-3-3ε facilitates NLRP3 inflammasome activation by enhancing NLRP3 K63 deubiquitination and promoting its translocation to the mitochondria-associated ER membranes (MAMs) for full activation. Mass spectrometry revealed that 14-3-3ε binds to NLRP3 in macrophages during sepsis. Plasma 14-3-3ε levels were elevated in patients with sepsis and were positively associated with disease severity. 14-3-3ε promoted NLRP3 inflammasome activation by facilitating NLRP3 aggregation and NLRP3–ASC assembly. The interaction between 14-3-3ε and NLRP3 was dependent on phosphorylation at the S194 site of NLRP3 NACHT domain. The NLRP3–14-3-3ε interaction promoted K63 deubiquitination and enhanced the translocation of NLRP3 to MAMs, which is necessary for full activation of NLRP3 inflammasome. Furthermore, macrophage-conditional KO of 14-3-3ε or treatment with BV02, a 14-3-3 inhibitor, improved the survival rate and alleviated organ injuries in septic mice. Taken together, our data indicate that 14-3-3ε functions as a positive regulator of the NLRP3 inflammasome and could be a target for sepsis treatment.

Authors

Xingyu Li, Siqi Ming, Can Cao, Yating Xu, Jingxian Shu, Ning Tan, Xi Huang, Yongjian Wu

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Epitope-specific competitive ELISA predicts malaria transmission-blocking vaccine Pfs230D1 activity measured in standard membrane feeding assay
Cristina A. Meehan, Matthew V. Cowles, Robert D. Morrison, Yuyan Yi, Jingwen Gu, Jen C.C. Hume, Mina P. Peyton, Issaka Sagara, Sara A. Healy, Jonathan P. Renn, Patrick E. Duffy
Cristina A. Meehan, Matthew V. Cowles, Robert D. Morrison, Yuyan Yi, Jingwen Gu, Jen C.C. Hume, Mina P. Peyton, Issaka Sagara, Sara A. Healy, Jonathan P. Renn, Patrick E. Duffy
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Epitope-specific competitive ELISA predicts malaria transmission-blocking vaccine Pfs230D1 activity measured in standard membrane feeding assay

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Abstract

Functional antibody responses to malaria transmission-blocking vaccines (TBVs) are assessed using the Standard Membrane Feeding Assay (SMFA). This assay quantifies percentage reduction of oocyst levels in mosquitoes fed gametocytes mixed with antisera/antibodies, referred to as transmission-reducing activity (TRA). As TBVs advance to large clinical trials, new scalable assays are needed to characterize vaccine responses. Here, we developed an epitope-specific competitive ELISA platform (P230Compete) for TBV candidate Pfs230D1, based on single-chain variable fragments (scFv) against epitopes recognized by human monoclonal antibodies with high TRA. We quantified functional epitope-specific antibody responses (F) in Phase 1 Pfs230D1-EPA/AS01 vaccine trial participants, using 171 serum samples collected at two post-vaccination timepoints. Five antibody features were examined by P230Compete including total IgG (reported as ELISA units, EUF), IgG subclasses (IgG1F, IgG3F, IgG4F), and bound complement factor C1q (C1qF). EUF and IgG1F demonstrated strong correlation and excellent prediction of TRA≥80% in logistic regression analysis (AUC of 0.81 for both assays post-dose 3, and 0.80 and 0.76 post-dose 4). Furthermore, combining EUF and IgG1F showed even better predictive performance at each timepoint. P230Compete offers a promising proxy assay to replace SMFA in late-stage Pfs230D1 trials.

Authors

Cristina A. Meehan, Matthew V. Cowles, Robert D. Morrison, Yuyan Yi, Jingwen Gu, Jen C.C. Hume, Mina P. Peyton, Issaka Sagara, Sara A. Healy, Jonathan P. Renn, Patrick E. Duffy

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Intranasal booster drives class switching and homing of memory B cells for mucosal IgA response
Si Chen, Zhengyuan Zhang, Zihan Lin, Li Yin, Lishan Ning, Wenming Liu, Qian Wang, Chenchen Yang, Bo Feng, Ying Feng, Yongping Wang, Hengchun Li, Ping He, Huan Liang, Yichu Liu, Zhixia Li, Bo Liu, Yang Li, Diana Boraschi, Linbing Qu, Xuefeng Niu, Nanshan Zhong, Pingchao Li, Ling Chen
Si Chen, Zhengyuan Zhang, Zihan Lin, Li Yin, Lishan Ning, Wenming Liu, Qian Wang, Chenchen Yang, Bo Feng, Ying Feng, Yongping Wang, Hengchun Li, Ping He, Huan Liang, Yichu Liu, Zhixia Li, Bo Liu, Yang Li, Diana Boraschi, Linbing Qu, Xuefeng Niu, Nanshan Zhong, Pingchao Li, Ling Chen
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Intranasal booster drives class switching and homing of memory B cells for mucosal IgA response

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Abstract

Mucosal secretory IgA (sIgA) plays a central role in protecting against the invasion of respiratory pathogen via the upper respiratory tract. To understand how intranasal booster induces mucosal sIgA response in humans, we first used liquid chromatography-tandem mass spectrometry for peptide identification of immunoglobulin (MS Ig-Seq) and single-cell B-cell receptor sequencing (scBCR-seq) to identify mucosal spike-specific sIgA monoclonal antibodies (mAbs) after intranasal booster. These mucosal sIgA mAbs exhibited enhanced neutralization up to 100-fold against SARS-CoV-2 variants compared to their monomeric IgG and IgA isotypes. Deep sequencing and longitudinal analysis of B-cell receptor repertoires revealed that nasal booster re-stimulates memory B cells primed by intramuscularly vaccination to undergo IgA class switching, somatic hypermutation, and clonal expansion. Single-cell sequencing revealed that intranasal booster upregulated the expression of mucosal homing receptors in spike-specific IgA-expressing B cells. This increase coincided with a transient increase of cytokines and chemokines that facilitate B cell recruitment in the nasal mucosa. Our findings demonstrate that intranasal booster can be an effective strategy for inducing upper respiratory mucosal sIgA and establishing mucosal immune protection.

Authors

Si Chen, Zhengyuan Zhang, Zihan Lin, Li Yin, Lishan Ning, Wenming Liu, Qian Wang, Chenchen Yang, Bo Feng, Ying Feng, Yongping Wang, Hengchun Li, Ping He, Huan Liang, Yichu Liu, Zhixia Li, Bo Liu, Yang Li, Diana Boraschi, Linbing Qu, Xuefeng Niu, Nanshan Zhong, Pingchao Li, Ling Chen

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Innate immune activation and mitochondrial ROS induce acute and persistent cardiac conduction system dysfunction after COVID-19
Deepthi Ashok, Ting Liu, Misato Nakanishi-Koakutsu, Joseph Criscione, Meghana Prakash, Alexis Tensfeldt, Byunggik Kim, Bryan Ho, Julian Chow, Morgan Craney, Mark J. Ranek, Brian L. Lin, Kyriakos Papanicolaou, Agnieszka Sidor, D. Brian Foster, Hee Cheol Cho, Andrew Pekosz, Jason Villano, Deok-Ho Kim, Brian O’Rourke
Deepthi Ashok, Ting Liu, Misato Nakanishi-Koakutsu, Joseph Criscione, Meghana Prakash, Alexis Tensfeldt, Byunggik Kim, Bryan Ho, Julian Chow, Morgan Craney, Mark J. Ranek, Brian L. Lin, Kyriakos Papanicolaou, Agnieszka Sidor, D. Brian Foster, Hee Cheol Cho, Andrew Pekosz, Jason Villano, Deok-Ho Kim, Brian O’Rourke
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Innate immune activation and mitochondrial ROS induce acute and persistent cardiac conduction system dysfunction after COVID-19

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Abstract

Cardiac arrhythmias increase during acute SARS-CoV-2 infection and in long COVID syndrome, by unknown mechanisms. This study explored the acute and long-term effects of COVID-19 on cardiac electrophysiology and the cardiac conduction system (CCS) in a hamster model. Electrocardiograms and subpleural pressures were recorded by telemetry for 4 weeks after SARS-CoV-2 infection, and interferon-stimulated gene expression and macrophage infiltration of the CCS were assessed at 4 days and 4 weeks postinfection. COVID-19 induced pronounced tachypnea and cardiac arrhythmias, including bradycardia and persistent atrioventricular block, though no viral protein expression was detected in the heart. Arrhythmias developed rapidly, partially reversed, and then redeveloped, indicating persistent CCS injury. COVID-19 induced cardiac cytokine expression, connexin mislocalization, and CCS macrophage remodeling. Interestingly, sterile innate immune activation by direct cardiac injection of polyinosinic:polycytidylic acid (PIC) induced arrhythmias similar to those of COVID-19. PIC strongly induced cytokine secretion and interferon signaling in hearts, human induced pluripotent stem cell–derived cardiomyocytes, and engineered heart tissues, accompanied by alterations in excitation-contraction coupling. Importantly, the pulmonary and cardiac effects of COVID-19 were blunted by JAK/STAT inhibition or a mitochondrially targeted antioxidant, indicating that SARS-CoV-2 infection indirectly leads to arrhythmias by innate immune activation and redox stress, which could have implications for long COVID syndrome.

Authors

Deepthi Ashok, Ting Liu, Misato Nakanishi-Koakutsu, Joseph Criscione, Meghana Prakash, Alexis Tensfeldt, Byunggik Kim, Bryan Ho, Julian Chow, Morgan Craney, Mark J. Ranek, Brian L. Lin, Kyriakos Papanicolaou, Agnieszka Sidor, D. Brian Foster, Hee Cheol Cho, Andrew Pekosz, Jason Villano, Deok-Ho Kim, Brian O’Rourke

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CD8 T cells cross-restricted by HLA-B*57 and HLA-E*01 recognize HIV Gag with different functional profiles
Kevin J. Maroney, Michael A. Rose, Allisa K. Oman, Abha Chopra, Hua-Shiuan Hsieh, Zerufael Derza, Rachel Waterworth, Mark A. Brockman, Spyros A. Kalams, Anju Bansal, Paul A. Goepfert
Kevin J. Maroney, Michael A. Rose, Allisa K. Oman, Abha Chopra, Hua-Shiuan Hsieh, Zerufael Derza, Rachel Waterworth, Mark A. Brockman, Spyros A. Kalams, Anju Bansal, Paul A. Goepfert
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CD8 T cells cross-restricted by HLA-B*57 and HLA-E*01 recognize HIV Gag with different functional profiles

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Abstract

Few HIV-specific epitopes restricted by non-classical HLA-E have been described, and even less is known about the functional profile of responding CD8 T cells (CD8s). This study evaluates the functional characteristics of CD8s targeting the Gag epitope KF11 (KAFSPEVIPMF) restricted by either HLA-E (E-CD8s) or HLA-B57 (B57-CD8s). CD8s from eight people with HIV (PWH) were cocultured with KF11 peptide presented by cell lines expressing HLA-B*57:01, HLA-E*01:01 or E*01:03. CD8 responses were analyzed using scRNA-seq and scTCR-seq. Supernatants were also assessed for soluble protein profiling. HLA-I multimers were developed to identify CD8s restricted by HLA-B57 and/or HLA-E ex vivo. B57-CD8s secreted higher levels of cytotoxic cytokines such as IFNγ, whereas E-CD8s produced more chemotactic cytokines, including RANTES, CXCL10 (IP-10), and IL27, findings which were corroborated through scRNA sequencing. TCR clonotypes stimulated by KF11 were cross-restricted by HLA-B*57 and HLA-E*01/03 as demonstrated by in vitro T cell reporter assays and ex vivo multimer screening. Ex vivo CD8s were singly restricted by HLA-B57 and HLA-E, with dual restriction only observed in PWH with lower viral load. These findings demonstrate that certain HIV-specific CD8s in PWH exhibit dual restriction by HLA-B*57 and HLA-E*01/03, leading to functionally distinct immune responses depending upon the restricting allele(s).

Authors

Kevin J. Maroney, Michael A. Rose, Allisa K. Oman, Abha Chopra, Hua-Shiuan Hsieh, Zerufael Derza, Rachel Waterworth, Mark A. Brockman, Spyros A. Kalams, Anju Bansal, Paul A. Goepfert

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