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Abstract
Some people remain healthier throughout life than others but the underlying reasons are poorly understood. Here we hypothesize this advantage is attributable in part to optimal immune resilience (IR), defined as the capacity to preserve and/or rapidly restore immune functions that promote disease resistance (immunocompetence) and control inflammation in infectious diseases as well as other causes of inflammatory stress. We gauge IR levels with two distinct peripheral blood metrics that quantify the balance between (i) CD8+ and CD4+ T-cell levels and (ii) gene expression signatures tracking longevity-associated immunocompetence and mortality-associated inflammation. Profiles of IR metrics in ~48,500 individuals collectively indicate that some persons resist degradation of IR both during aging and when challenged with varied inflammatory stressors. With this resistance, preservation of optimal IR tracked (i) a lower risk of HIV acquisition, AIDS development, symptomatic influenza infection, and recurrent skin cancer; (ii) survival during COVID-19 and sepsis; and (iii) longevity. IR degradation is potentially reversible by decreasing inflammatory stress. Overall, we show that optimal IR is a trait observed across the age spectrum, more common in females, and aligned with a specific immunocompetence-inflammation balance linked to favorable immunity-dependent health outcomes. IR metrics and mechanisms have utility both as biomarkers for measuring immune health and for improving health outcomes.
The response to infectious and inflammatory challenges differs among people but the reasons for this are poorly understood. Here the authors explore the impact of variables such as age, sex, and the capacity for controlling inflammation and maintaining immunocompetence, linking this capacity to favourable health outcomes and lifespan.
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; Manoharan, Muthu Saravanan 2 ; Lee, Grace C. 3 ; McKinnon, Lyle R. 4 ; Meunier, Justin A. 5 ; Steri, Maristella 6
; Harper, Nathan 5 ; Fiorillo, Edoardo 6 ; Smith, Alisha M. 7 ; Restrepo, Marcos I. 8 ; Branum, Anne P. 5
; Bottomley, Matthew J. 9
; Orrù, Valeria 6 ; Jimenez, Fabio 5 ; Carrillo, Andrew 5 ; Pandranki, Lavanya 2
; Winter, Caitlyn A. 10 ; Winter, Lauryn A. 10 ; Gaitan, Alvaro A. 5 ; Moreira, Alvaro G. 11 ; Walter, Elizabeth A. 8 ; Silvestri, Guido 12
; King, Christopher L. 13
; Zheng, Yong-Tang 14
; Zheng, Hong-Yi 14 ; Kimani, Joshua 15 ; Blake Ball, T. 15 ; Plummer, Francis A. 15 ; Fowke, Keith R. 15 ; Harden, Paul N. 16 ; Wood, Kathryn J. 17 ; Ferris, Martin T. 18 ; Lund, Jennifer M. 19
; Heise, Mark T. 18 ; Garrett, Nigel 20
; Canady, Kristen R. 21 ; Abdool Karim, Salim S. 22 ; Little, Susan J. 23
; Gianella, Sara 23 ; Smith, Davey M. 24 ; Letendre, Scott 25 ; Richman, Douglas D. 26 ; Cucca, Francesco 27
; Trinh, Hanh 28
; Sanchez-Reilly, Sandra 29 ; Hecht, Joan M. 30 ; Cadena Zuluaga, Jose A. 29 ; Anzueto, Antonio 29 ; Pugh, Jacqueline A. 8 ; Abdalla, Mohamed I. 28 ; Adams, Sandra G. 28 ; Adebayo, Yemi 28 ; Agnew, Joseph 28 ; Ali, Saleem 28 ; Anstead, Gregory 29 ; Balmes, Marichu 28 ; Barker, Jennifer 28 ; Baruch-Bienen, Deborah 28 ; Bible, Velma 28 ; Birdwell, Angela 28 ; Braddy, Stacy 28 ; Bradford, Stephen 28 ; Briggs, Heather 28 ; Corral, Judith M. 28 ; Dacus, Jennifer J. 28 ; Danaher, Patrick J. 28 ; DePaul, Scott A. 28 ; Dickerson, Jill 28 ; Doanne, Jollynn 28 ; Ehsan, Aamir 28 ; Elbel, Samantha 28 ; Escalante, Miguel 28 ; Escamilla, Corina 28 ; Escamilla, Valerie 28 ; Farrar, Robert 28 ; Feldman, David 28 ; Flores, Debra 28 ; Flynn, Julianne 28 ; Ford, Delvina 28 ; Foy, Joanna D. 28 ; Freeman, Megan 28 ; Galley, Samantha 28 ; Garcia, Jessica 28 ; Garza, Maritza 28 ; Gilman, Sherraine 28 ; Goel, Melanie 28 ; Gomez, Jennifer 28 ; Goyal, Varun K. 28 ; Grassmuck, Sally 28 ; Grigsby, Susan 28 ; Hanson, Joshua 28 ; Harris, Brande 28 ; Haywood, Audrey 28 ; Hinojosa, Cecilia 28 ; Ho, Tony T. 28 ; Hopkins, Teri 28 ; Horvath, Lynn L. 28 ; Hussain, Aneela N. 28 ; Jabur, Ali 28 ; Jewell, Pamela 28 ; Johnson, Thomas B. 28 ; Lawler, Austin C. 28 ; Lee, Monica 28 ; Lester, Chadwick S. 28 ; Levine, Stephanie M. 28 ; Lewis, Haidee V. 28 ; Louder, Angel 28 ; Mainor, Charmaine 28 ; Maldonado, Rachel 28 ; Martinez, Celida 28 ; Martinez, Yvette 28 ; Maselli, Diego 28 ; Mata, Chloe 28 ; McElligott, Neil 28 ; Medlin, Laura 28 ; Mireles, Myra 28 ; Moreno, Joanna 28 ; Morneau, Kathleen 28 ; Muetz, Julie 28 ; Munro, Samuel B. 28 ; Murray, Charlotte 28 ; Nambiar, Anoop 28 ; Nassery, Daniel 28 ; Nathanson, Robert 28 ; Oakman, Kimberly 28 ; O’Rorke, Jane 28 ; Padgett, Cheryl 28 ; Pascual-Guardia, Sergi 28 ; Patterson, Marisa 28 ; Perez, Graciela L. 28 ; Perez, Rogelio 28 ; Phillips, Robert E. 28 ; Polk, Patrick B. 28 ; Pomager, Michael A. 28 ; Preston, Kristy J. 28 ; Proud, Kevin C. 28 ; Rangel, Michelle 28 ; Ratcliffe, Temple A. 28 ; Reichelderfer, Renee L. 28 ; Renz, Evan M. 28 ; Ross, Jeanette 28 ; Rudd, Teresa 28 ; Sanchez, Maria E. 28 ; Sanders, Tammy 28 ; Schindler, Kevin C. 28 ; Schmit, David 28 ; Sehgal, Raj T. 28 ; Solorzano, Claudio 28 ; Soni, Nilam 28 ; Tam, Win S. 28 ; Tovar, Edward J. 28 ; Trammell Velasquez, Sadie A. 28 ; Tyler, Anna R. 28 ; Vasquez, Anjuli 28 ; Veloso, Maria C. 28 ; Venticinque, Steven G. 28 ; Villalpando, Jorge A. 28 ; Villanueva, Melissa 28 ; Villegas, Lauren 28 ; Walker, Megan 28 ; Wallace, Andrew 28 ; Wallace, Maria 28 ; Wang, Emily 28 ; Wickizer, Stephanie 28 ; Williamson, Andreia 28 ; Yunes, Andrea 28 ; Zentner, Katharine H. 28 ; Agan, Brian K. 31 ; Root-Bernstein, Robert 32
; Clark, Robert A. 33
; Okulicz, Jason F. 34 ; He, Weijing 5 1 South Texas Veterans Health Care System, VA Center for Personalized Medicine, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); University of Texas Health Science Center at San Antonio, Department of Microbiology, Immunology & Molecular Genetics, San Antonio, USA (GRID:grid.267309.9) (ISNI:0000 0001 0629 5880); South Texas Veterans Health Care System, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); University of Texas Health Science Center at San Antonio, Department of Medicine, San Antonio, USA (GRID:grid.267309.9) (ISNI:0000 0001 0629 5880)
2 South Texas Veterans Health Care System, VA Center for Personalized Medicine, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); University of Texas Health Science Center at San Antonio, Department of Medicine, San Antonio, USA (GRID:grid.267309.9) (ISNI:0000 0001 0629 5880)
3 South Texas Veterans Health Care System, VA Center for Personalized Medicine, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); South Texas Veterans Health Care System, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); University of Texas Health Science Center at San Antonio, Pharmacotherapy Education and Research Center, School of Medicine, San Antonio, USA (GRID:grid.267309.9) (ISNI:0000 0001 0629 5880); The University of Texas at Austin, College of Pharmacy, Austin, USA (GRID:grid.89336.37) (ISNI:0000 0004 1936 9924)
4 University of KwaZulu-Natal, Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa (GRID:grid.16463.36) (ISNI:0000 0001 0723 4123); University of Manitoba, Department of Medical Microbiology and Infectious Diseases, Winnipeg, Canada (GRID:grid.21613.37) (ISNI:0000 0004 1936 9609)
5 South Texas Veterans Health Care System, VA Center for Personalized Medicine, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); The Foundation for Advancing Veterans’ Health Research, San Antonio, USA (GRID:grid.468146.9)
6 Istituto di Ricerca Genetica e Biomedica (IRGB), CNR, Monserrato, Italy (GRID:grid.428485.7) (ISNI:0000 0004 1789 9390)
7 South Texas Veterans Health Care System, VA Center for Personalized Medicine, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); University of Texas Health Science Center at San Antonio, Department of Microbiology, Immunology & Molecular Genetics, San Antonio, USA (GRID:grid.267309.9) (ISNI:0000 0001 0629 5880); The Foundation for Advancing Veterans’ Health Research, San Antonio, USA (GRID:grid.468146.9)
8 South Texas Veterans Health Care System, VA Center for Personalized Medicine, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); South Texas Veterans Health Care System, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); University of Texas Health Science Center at San Antonio, Department of Medicine, San Antonio, USA (GRID:grid.267309.9) (ISNI:0000 0001 0629 5880)
9 University of Oxford, Transplantation Research Immunology Group, Nuffield Department of Surgical Sciences, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948); Oxford University Hospitals NHS Foundation Trust, Oxford Kidney Unit, Churchill Hospital, Oxford, UK (GRID:grid.410556.3) (ISNI:0000 0001 0440 1440)
10 South Texas Veterans Health Care System, VA Center for Personalized Medicine, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); University of Texas Health Science Center at San Antonio, Department of Medicine, San Antonio, USA (GRID:grid.267309.9) (ISNI:0000 0001 0629 5880); The Foundation for Advancing Veterans’ Health Research, San Antonio, USA (GRID:grid.468146.9); University of Texas Health Science Center at San Antonio, Department of Pediatrics, San Antonio, USA (GRID:grid.267309.9) (ISNI:0000 0001 0629 5880)
11 South Texas Veterans Health Care System, VA Center for Personalized Medicine, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); University of Texas Health Science Center at San Antonio, Department of Pediatrics, San Antonio, USA (GRID:grid.267309.9) (ISNI:0000 0001 0629 5880)
12 Emory University School of Medicine & Emory National Primate Research Center, Department of Pathology, Atlanta, USA (GRID:grid.189967.8) (ISNI:0000 0001 0941 6502)
13 Case Western Reserve University, Center for Global Health and Diseases, Cleveland, USA (GRID:grid.67105.35) (ISNI:0000 0001 2164 3847)
14 Chinese Academy of Sciences, Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences, KIZ-CUHK Joint Laboratory of Bioresources and Molecular Research in Common Diseases, Kunming Institute of Zoology, Kunming, China (GRID:grid.9227.e) (ISNI:0000000119573309); Chinese Academy of Sciences, National Resource Center for Non-Human Primates, Center for Biosafety Mega-Science, Kunming Institute of Zoology, Kunming, China (GRID:grid.9227.e) (ISNI:0000000119573309)
15 University of Manitoba, Department of Medical Microbiology and Infectious Diseases, Winnipeg, Canada (GRID:grid.21613.37) (ISNI:0000 0004 1936 9609)
16 Oxford University Hospitals NHS Foundation Trust, Oxford Kidney Unit, Churchill Hospital, Oxford, UK (GRID:grid.410556.3) (ISNI:0000 0001 0440 1440)
17 University of Oxford, Transplantation Research Immunology Group, Nuffield Department of Surgical Sciences, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948)
18 University of North Carolina, Department of Genetics, Chapel Hill, USA (GRID:grid.410711.2) (ISNI:0000 0001 1034 1720)
19 Fred Hutchinson Cancer Research Center, Vaccine and Infectious Disease Division, Seattle, USA (GRID:grid.270240.3) (ISNI:0000 0001 2180 1622); University of Washington, Department of Global Health, Seattle, USA (GRID:grid.34477.33) (ISNI:0000000122986657)
20 University of KwaZulu-Natal, Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa (GRID:grid.16463.36) (ISNI:0000 0001 0723 4123)
21 South Texas Veterans Health Care System, VA Center for Personalized Medicine, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695)
22 University of KwaZulu-Natal, Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa (GRID:grid.16463.36) (ISNI:0000 0001 0723 4123); Columbia University, Department of Epidemiology, Mailman School of Public Health, New York, USA (GRID:grid.21729.3f) (ISNI:0000000419368729)
23 University of California, Department of Medicine, La Jolla, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242); University of California San Diego, San Diego Center for AIDS Research, La Jolla, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242)
24 University of California, Department of Medicine, La Jolla, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242); University of California San Diego, San Diego Center for AIDS Research, La Jolla, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242); Veterans Affairs San Diego Healthcare System, San Diego, USA (GRID:grid.410371.0) (ISNI:0000 0004 0419 2708)
25 University of California, Department of Medicine, La Jolla, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242)
26 University of California San Diego, San Diego Center for AIDS Research, La Jolla, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242)
27 Istituto di Ricerca Genetica e Biomedica (IRGB), CNR, Monserrato, Italy (GRID:grid.428485.7) (ISNI:0000 0004 1789 9390); Università di Sassari, Dipartimento di Scienze Biomediche, Sassari, Italy (GRID:grid.11450.31) (ISNI:0000 0001 2097 9138)
28 South Texas Veterans Health Care System, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695)
29 South Texas Veterans Health Care System, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); University of Texas Health Science Center at San Antonio, Department of Medicine, San Antonio, USA (GRID:grid.267309.9) (ISNI:0000 0001 0629 5880)
30 South Texas Veterans Health Care System, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); The Foundation for Advancing Veterans’ Health Research, San Antonio, USA (GRID:grid.468146.9)
31 Uniformed Services University of the Health Sciences, Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Bethesda, USA (GRID:grid.265436.0) (ISNI:0000 0001 0421 5525); The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, USA (GRID:grid.201075.1) (ISNI:0000 0004 0614 9826)
32 Michigan State University, Department of Physiology, East Lansing, USA (GRID:grid.17088.36) (ISNI:0000 0001 2150 1785)
33 South Texas Veterans Health Care System, VA Center for Personalized Medicine, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); University of Texas Health Science Center at San Antonio, Department of Microbiology, Immunology & Molecular Genetics, San Antonio, USA (GRID:grid.267309.9) (ISNI:0000 0001 0629 5880); South Texas Veterans Health Care System, San Antonio, USA (GRID:grid.280682.6) (ISNI:0000 0004 0420 5695); University of Texas Health Science Center at San Antonio, Department of Medicine, San Antonio, USA (GRID:grid.267309.9) (ISNI:0000 0001 0629 5880); The Foundation for Advancing Veterans’ Health Research, San Antonio, USA (GRID:grid.468146.9)
34 Uniformed Services University of the Health Sciences, Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Bethesda, USA (GRID:grid.265436.0) (ISNI:0000 0001 0421 5525); Infectious Diseases Service, Brooke Army Medical Center, Department of Medicine, San Antonio, USA (GRID:grid.416653.3) (ISNI:0000 0004 0450 5663)




