Systems analysis of sex differences reveals an immunosuppressive role for testosterone in the response to influenza vaccination

被引:476
作者
Furman, David [1 ]
Hejblum, Boris P. [2 ,3 ,4 ]
Simon, Noah [5 ]
Jojic, Vladimir [6 ]
Dekker, Cornelia L. [7 ]
Thiebaut, Rodolphe [2 ,3 ,4 ]
Tibshirani, Robert J. [5 ,8 ]
Davis, Mark M. [1 ,9 ,10 ]
机构
[1] Stanford Univ, Sch Med, Dept Microbiol & Immunol, Stanford, CA 94305 USA
[2] Univ Bordeaux, ISPED Epidemiol Biostat, F-33000 Bordeaux, France
[3] Univ Bordeaux, INSERM, Ctr INSERM U897, F-33000 Bordeaux, France
[4] INRIA Stat Syst Biol & Translat Med Team, F-33000 Bordeaux, France
[5] Stanford Univ, Dept Stat, Stanford, CA 94305 USA
[6] Univ N Carolina, Dept Comp Sci, Chapel Hill, NC 27599 USA
[7] Stanford Univ, Sch Med, Div Infect Dis, Dept Pediat, Stanford, CA 94305 USA
[8] Stanford Univ, Sch Med, Dept Hlth Res & Policy, Stanford, CA 94305 USA
[9] Stanford Univ, Inst Immun Transplantat & Infect, Stanford, CA 94305 USA
[10] Stanford Univ, Sch Med, Howard Hughes Med Inst, Stanford, CA 94305 USA
基金
美国国家卫生研究院;
关键词
aging; gender; immuno-endocrine; sexual dimorphism; immunosenescence; C-REACTIVE PROTEIN; RECEPTOR ANTAGONIST; GENDER-DIFFERENCES; IMMUNE-RESPONSES; GONADAL-STEROIDS; DENDRITIC CELLS; INFLAMMATION; VIRUS; GENE; DIMORPHISM;
D O I
10.1073/pnas.1321060111
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Females have generally more robust immune responses than males for reasons that are not well-understood. Here we used a systems analysis to investigate these differences by analyzing the neutralizing antibody response to a trivalent inactivated seasonal influenza vaccine (TIV) and a large number of immune system components, including serum cytokines and chemokines, blood cell subset frequencies, genome-wide gene expression, and cellular responses to diverse in vitro stimuli, in 53 females and 34 males of different ages. We found elevated antibody responses to TIV and expression of inflammatory cytokines in the serum of females compared with males regardless of age. This inflammatory profile correlated with the levels of phosphorylated STAT3 proteins in monocytes but not with the serological response to the vaccine. In contrast, using a machine learning approach, we identified a cluster of genes involved in lipid biosynthesis and previously shown to be up-regulated by testosterone that correlated with poor virus-neutralizing activity in men. Moreover, men with elevated serum testosterone levels and associated gene signatures exhibited the lowest antibody responses to TIV. These results demonstrate a strong association between androgens and genes involved in lipid metabolism, suggesting that these could be important drivers of the differences in immune responses between males and females.
引用
收藏
页码:869 / 874
页数:6
相关论文
共 46 条
  • [1] Thyroxine is a potential endogenous antagonist of macrophage migration inhibitory factor (MIF) activity
    Al-Abed, Yousef
    Metz, Christine N.
    Cheng, Kai Fan
    Aljabari, Bayan
    VanPatten, Sonya
    Blau, Steven
    Lee, Hans
    Ochani, Mahendar
    Pavlov, Valentin A.
    Coleman, Thomas
    Meurice, Nathalie
    Tracey, Kevin J.
    Miller, Edmund J.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (20) : 8224 - 8227
  • [2] Lethal Influenza Virus Infection in Macaques Is Associated with Early Dysregulation of Inflammatory Related Genes
    Cilloniz, Cristian
    Shinya, Kyoko
    Peng, Xinxia
    Korth, Marcus J.
    Proll, Sean C.
    Aicher, Lauri D.
    Carter, Victoria S.
    Chang, Jean H.
    Kobasa, Darwyn
    Feldmann, Friedericke
    Strong, James E.
    Feldmann, Heinz
    Kawaoka, Yoshihiro
    Katze, Michael G.
    [J]. PLOS PATHOGENS, 2009, 5 (10) : e1000604
  • [3] Sexual dimorphism of humoral immunity with human vaccines
    Cook, Ian Francis
    [J]. VACCINE, 2008, 26 (29-30) : 3551 - 3555
  • [4] The Comparative Toxicogenomics Database: update 2013
    Davis, Allan Peter
    Murphy, Cynthia Grondin
    Johnson, Robin
    Lay, Jean M.
    Lennon-Hopkins, Kelley
    Saraceni-Richards, Cynthia
    Sciaky, Daniela
    King, Benjamin L.
    Rosenstein, Michael C.
    Wiegers, Thomas C.
    Mattingly, Carolyn J.
    [J]. NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) : D1104 - D1114
  • [5] A Prescription for Human Immunology
    Davis, Mark M.
    [J]. IMMUNITY, 2008, 29 (06) : 835 - 838
  • [6] Apoptosis and other immune biomarkers predict influenza vaccine responsiveness
    Furman, David
    Jojic, Vladimir
    Kidd, Brian
    Shen-Orr, Shai
    Price, Jordan
    Jarrell, Justin
    Tse, Tiffany
    Huang, Huang
    Lund, Peder
    Maecker, Holden T.
    Utz, Paul J.
    Dekker, Cornelia L.
    Koller, Daphne
    Davis, Mark M.
    [J]. MOLECULAR SYSTEMS BIOLOGY, 2013, 9
  • [7] Leptin directly induces the secretion of interleukin 1 receptor antagonist in human monocytes
    Gabay, C
    Dreyer, MG
    Pellegrinelli, N
    Chicheportiche, R
    Meier, CA
    [J]. JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2001, 86 (02) : 783 - 791
  • [8] Yellow fever vaccine induces integrated multilineage and polyfunctional immune responses
    Gaucher, Denis
    Therrien, Rene
    Kettaf, Nadia
    Angermann, Bastian R.
    Boucher, Genevieve
    Filali-Mouhim, Abdelali
    Moser, Janice M.
    Mehta, Riyaz S.
    Drake, Donald R., III
    Castro, Erika
    Akondy, Rama
    Rinfret, Aline
    Yassine-Diab, Bader
    Said, Elias A.
    Chouikh, Younes
    Cameron, Mark J.
    Clum, Robert
    Kelvin, David
    Somogyi, Roland
    Greller, Larry D.
    Balderas, Robert S.
    Wilkinson, Peter
    Pantaleo, Giuseppe
    Tartaglia, Jim
    Haddad, Elias K.
    Sekaly, Rafick-Pierre
    [J]. JOURNAL OF EXPERIMENTAL MEDICINE, 2008, 205 (13) : 3119 - 3131
  • [9] Sexual Dimorphism in Clock Genes Expression in Human Adipose Tissue
    Gomez-Abellan, P.
    Madrid, J. A.
    Lujan, J. A.
    Frutos, M. D.
    Gonzalez, R.
    Martinez-Augustin, O.
    Sanchez de Medina, F.
    Ordovas, J. M.
    Garaulet, M.
    [J]. OBESITY SURGERY, 2012, 22 (01) : 105 - 112
  • [10] INTERACTIONS BETWEEN THE GONADAL-STEROIDS AND THE IMMUNE SYSTEM
    GROSSMAN, CJ
    [J]. SCIENCE, 1985, 227 (4684) : 257 - 261