Understanding the Flu: Host and Environmental Factors Associated With Susceptibility to Influenza Virus-Induced Disease

By Lauren M. Neighbours and Meagan F. Vaughn
2013, Vol. 5 No. 09 | pg. 4/4 |

Discussion

In this paper, we reviewed current experimental and epidemiological evidence for host and environmental factors associated with influenza virus susceptibility. Although recent studies have attempted to associate specific genes and genetic polymorphisms with influenza virus susceptibility or resistance, most of the available data for susceptibility factors involves activation of the immune response in the infected host according to genetic predisposition or exposure to various environmental stimuli. The current lack of identified influenza susceptibility genes is likely attributed to the difficulties associated with invasive research in human population-based association studies. Animal models, such as the mouse, ferret, cotton rat, hamster and macaque, have been a useful way to study influenza virus pathogenesis, and mice in particular have enabled the identification of several candidate susceptibility genes. Other factors, such as gender and preexisting medical conditions, have also been associated with complications resulting from influenza virus infection (83,160,161).

On the other hand, many aspects of the field remain unresolved because of contradictory reports in the literature and a lack of human-based research studies. Despite extensive research examining the effects of influenza virus infection and/or vaccination in pregnant and immunosenescent individuals, for example, conflicting reports still remain on the risk of fetal congenital anomalies to infected pregnant women and the efficacy of influenza vaccination in the aged population. Although multiple studies have demonstrated an association between influenza-associated complications and preexisting medical conditions such as asthma and COPD, few studies have demonstrated a causal relationship between exacerbations of these respiratory conditions and influenza virus infection. Moreover, studies utilizing mouse models of influenza virus infection have identified several genetic factors that are implicated in influenza virus susceptibility; however, many of these genetic associations have not yet been validated by human studies.

A significant amount of the research that has focused on the effects of stress on the host, either physical or emotional, shows that stress causes increased morbidity and mortality following influenza virus infection. In murine studies, inflammation caused by stress appears to play a critical role in this increased susceptibility. Host nutritional status is also an important factor in determining susceptibility to and outcome of influenza virus infection. Not surprisingly, the ability to mount a sufficient immune response against the virus was diminished in mice deprived of essential vitamins and nutrients. Interestingly, polyunsaturated fatty acids such as fish oil, which have gained popularity in recent years for their anti-inflammatory properties, had an adverse effect on the clearance and recovery from influenza virus infection in mice. The protective effect of polyunsaturated fats during influenza virus infection has yet to be studied in humans; however, given their widespread use, epidemiologic studies are warranted. In addition to undernutrition, obesity also affects the severity of influenza-induced disease and was identified as a major risk factor for hospitalization and death during the 2009 H1N1 pandemic.

It is well known that cigarette smoke (firsthand and secondhand) and other environmental pollutants puts those exposed at higher risk for more severe respiratory infections, and studies of influenza infections in humans and animal models corroborate that concept. One exception is studies looking at exposure to ozone, which has been shown to both increase and decrease severity of influenza virus pathogenesis in mice depending on the dose and duration of exposure. Further studies are needed to clarify the role of ozone exposure in the host immune response to influenza virus infection. The effect of alcohol exposure on influenza virus infection has only been studied in mice. While these studies show that both chronic and fetal alcohol exposure increases susceptibility to viral infection, observational epidemiologic studies would be worthwhile to determine if alcohol consumption affects the severity of influenza-induced disease in humans.

Despite significant advances in the identification of host susceptibility factors for influenza virus pathogenesis, there remains significant defects in the verification of these factors in humans. Innate differences between human and animal models of influenza virus disease present difficulties in determining whether candidate susceptibility factors in animals will carry over to the human infection, and the invasive experiments that are performed in animals cannot be practically or safely applied to humans. More extensive research involving human-based studies, including population-based approaches involving large cohorts from multiple geographic locations, will be necessary to augment the current state of knowledge in the influenza field and allow for the identification (or validation) of specific environmental and genetic risk factors associated with influenza-induced disease.


References

(1) Pleschka S. Overview of Influenza Viruses. Curr Top Microbiol Immunol 2012 Nov 3.

(2) World Health Organization. Fact sheet: Influenza (Seasonal). 2009;211.

(3) Taubenberger JK, Baltimore D, Doherty PC, Markel H, Morens DM, Webster RG, et al. Reconstruction of the 1918 influenza virus: unexpected rewards from the past. MBio 2012 Sep 11;3(5):10.1128/mBio.00201-12. Print 2012.

(4) Chmielewski R, Swayne DE. Avian influenza: public health and food safety concerns. Annu Rev Food Sci Technol 2011;2:37-57.

(5) Perrone LA, Plowden JK, Garcia-Sastre A, Katz JM, Tumpey TM. H5N1 and 1918 pandemic influenza virus infection results in early and excessive infiltration of macrophages and neutrophils in the lungs of mice. PLoS Pathog 2008 Aug 1;4(8):e1000115.

(6) Steel J. New strategies for the development of H5N1 subtype influenza vaccines: progress and challenges. BioDrugs 2011 Oct 1;25(5):285-298.

(7) Mathews JD, Chesson JM, McCaw JM, McVernon J. Understanding influenza transmission, immunity and pandemic threats. Influenza Other Respi Viruses 2009 Jul;3(4):143-149.

(8) Juno J, Fowke KR, Keynan Y. Immunogenetic factors associated with severe respiratory illness caused by zoonotic H1N1 and H5N1 influenza viruses. Clin Dev Immunol 2012;2012:797180.

(9) Horby P, Sudoyo H, Viprakasit V, Fox A, Thai PQ, Yu H, et al. What is the evidence of a role for host genetics in susceptibility to influenza A/H5N1? Epidemiol Infect 2010 Nov;138(11):1550-1558.

(10) Horby P, Nguyen NY, Dunstan SJ, Baillie JK. The role of host genetics in susceptibility to influenza: a systematic review. PLoS One 2012;7(3):e33180.

(11) Huttunen R, Heikkinen T, Syrjanen J. Smoking and the outcome of infection. J Intern Med 2011 Mar;269(3):258-269.

(12) Jones RM. Critical review and uncertainty analysis of factors influencing influenza transmission. Risk Anal 2011 Aug;31(8):1226-1242.

(13) Karlsson EA, Beck MA. The burden of obesity on infectious disease. Exp Biol Med (Maywood) 2010 Dec;235(12):1412-1424.

(14) Albright FS, Orlando P, Pavia AT, Jackson GG, Cannon Albright LA. Evidence for a heritable predisposition to death due to influenza. J Infect Dis 2008 Jan 1;197(1):18-24.

(15) Olsen SJ, Ungchusak K, Sovann L, Uyeki TM, Dowell SF, Cox NJ, et al. Family clustering of avian influenza A (H5N1). Emerg Infect Dis 2005 Nov;11(11):1799-1801.

(16) Hidaka F, Matsuo S, Muta T, Takeshige K, Mizukami T, Nunoi H. A missense mutation of the Toll-like receptor 3 gene in a patient with influenza-associated encephalopathy. Clin Immunol 2006 May;119(2):188-194.

(17) Antonopoulou A, Baziaka F, Tsaganos T, Raftogiannis M, Koutoukas P, Spyridaki A, et al. Role of tumor necrosis factor gene single nucleotide polymorphisms in the natural course of 2009 influenza A H1N1 virus infection. Int J Infect Dis 2012 Mar;16(3):e204-8.

(18) Boon AC, de Mutsert G, Graus YM, Fouchier RA, Sintnicolaas K, Osterhaus AD, et al. The magnitude and specificity of influenza A virus-specific cytotoxic T-lymphocyte responses in humans is related to HLA-A and -B phenotype. J Virol 2002 Jan;76(2):582-590.

(19) Shashkov LA, Zhilova GP, Smorodintsev AA. Correlation between blood group factors and susceptibility to experimental influenzal infection in man. Bull Exp Biol Med 1974 Dec;77(6):670-672.

(20) Gottfredsson M, Halldorsson BV, Jonsson S, Kristjansson M, Kristjansson K, Kristinsson KG, et al. Lessons from the past: familial aggregation analysis of fatal pandemic influenza (Spanish flu) in Iceland in 1918. Proc Natl Acad Sci U S A 2008 Jan 29;105(4):1303-1308.

(21) Pitzer VE, Olsen SJ, Bergstrom CT, Dowell SF, Lipsitch M. Little evidence for genetic susceptibility to influenza A (H5N1) from family clustering data. Emerg Infect Dis 2007 Jul;13(7):1074-1076.

(22) Tumpey TM, Szretter KJ, Van Hoeven N, Katz JM, Kochs G, Haller O, et al. The Mx1 gene protects mice against the pandemic 1918 and highly lethal human H5N1 influenza viruses. J Virol 2007 Oct;81(19):10818-10821.

(23) Salomon R, Staeheli P, Kochs G, Yen HL, Franks J, Rehg JE, et al. Mx1 gene protects mice against the highly lethal human H5N1 influenza virus. Cell Cycle 2007 Oct 1;6(19):2417-2421.

(24) Vanlaere I, Vanderrijst A, Guenet JL, De Filette M, Libert C. Mx1 causes resistance against influenza A viruses in the Mus spretus-derived inbred mouse strain SPRET/Ei. Cytokine 2008 Apr;42(1):62-70.

(25) Boon AC, deBeauchamp J, Hollmann A, Luke J, Kotb M, Rowe S, et al. Host genetic variation affects resistance to infection with a highly pathogenic H5N1 influenza A virus in mice. J Virol 2009 Oct;83(20):10417-10426.

(26) Trammell RA, Liberati TA, Toth LA. Host genetic background and the innate inflammatory response of lung to influenza virus. Microbes Infect 2012 Jan;14(1):50-58.

(27) Srivastava B, Blazejewska P, Hessmann M, Bruder D, Geffers R, Mauel S, et al. Host genetic background strongly influences the response to influenza a virus infections. PLoS One 2009;4(3):e4857.

(28) Alberts R, Srivastava B, Wu H, Viegas N, Geffers R, Klawonn F, et al. Gene expression changes in the host response between resistant and susceptible inbred mouse strains after influenza A infection. Microbes Infect 2010 Apr;12(4):309-318.

(29) Boivin GA, Pothlichet J, Skamene E, Brown EG, Loredo-Osti JC, Sladek R, et al. Mapping of Clinical and Expression Quantitative Trait Loci in a Sex-Dependent Effect of Host Susceptibility to Mouse-Adapted Influenza H3N2/HK/1/68. J Immunol 2012 Mar 16.

(30) Bottomly D, Ferris MT, Aicher LD, Rosenzweig E, Whitmore A, Aylor DL, et al. Expression quantitative trait Loci for extreme host response to influenza a in pre-collaborative cross mice. G3 (Bethesda) 2012 Feb;2(2):213-221.

(31) Everitt AR, Clare S, Pertel T, John SP, Wash RS, Smith SE, et al. IFITM3 restricts the morbidity and mortality associated with influenza. Nature 2012 Mar 25;484(7395):519-523.

(32) Le Goffic R, Balloy V, Lagranderie M, Alexopoulou L, Escriou N, Flavell R, et al. Detrimental contribution of the Toll-like receptor (TLR)3 to influenza A virus-induced acute pneumonia. PLoS Pathog 2006 Jun;2(6):e53.

(33) Koyama S, Ishii KJ, Kumar H, Tanimoto T, Coban C, Uematsu S, et al. Differential role of TLR- and RLR-signaling in the immune responses to influenza A virus infection and vaccination. J Immunol 2007 Oct 1;179(7):4711-4720.

(34) Esposito S, Molteni CG, Giliani S, Mazza C, Scala A, Tagliaferri L, et al. Toll-like receptor 3 gene polymorphisms and severity of pandemic A/H1N1/2009 influenza in otherwise healthy children. Virol J 2012 Nov 15;9:270-422X-9-270.

(35) Arpaia N, Barton GM. Toll-like receptors: key players in antiviral immunity. Curr Opin Virol 2011 Dec;1(6):447-454.

(36) Mibayashi M, Martinez-Sobrido L, Loo YM, Cardenas WB, Gale M,Jr, Garcia-Sastre A. Inhibition of retinoic acid-inducible gene I-mediated induction of beta interferon by the NS1 protein of influenza A virus. J Virol 2007 Jan;81(2):514-524.

(37) Garcia-Sastre A, Biron CA. Type 1 interferons and the virus-host relationship: a lesson in detente. Science 2006 May 12;312(5775):879-882.

(38) Pang IK, Iwasaki A. Inflammasomes as mediators of immunity against influenza virus. Trends Immunol 2011 Jan;32(1):34-41.

(39) Crowe CR, Chen K, Pociask DA, Alcorn JF, Krivich C, Enelow RI, et al. Critical role of IL-17RA in immunopathology of influenza infection. J Immunol 2009 Oct 15;183(8):5301-5310.

(40) Khoufache K, LeBouder F, Morello E, Laurent F, Riffault S, Andrade-Gordon P, et al. Protective role for protease-activated receptor-2 against influenza virus pathogenesis via an IFN-gamma-dependent pathway. J Immunol 2009 Jun 15;182(12):7795-7802.

(41) Julkunen I, Sareneva T, Pirhonen J, Ronni T, Melen K, Matikainen S. Molecular pathogenesis of influenza A virus infection and virus-induced regulation of cytokine gene expression. Cytokine Growth Factor Rev 2001 Jun-Sep;12(2-3):171-180.

(42) Juno J, Fowke KR, Keynan Y. Immunogenetic factors associated with severe respiratory illness caused by zoonotic H1N1 and H5N1 influenza viruses. Clin Dev Immunol 2012;2012:797180.

(43) Kobasa D, Jones SM, Shinya K, Kash JC, Copps J, Ebihara H, et al. Aberrant innate immune response in lethal infection of macaques with the 1918 influenza virus. Nature 2007 Jan 18;445(7125):319-323.

(44) De Santo C, Salio M, Masri SH, Lee LY, Dong T, Speak AO, et al. Invariant NKT cells reduce the immunosuppressive activity of influenza A virus-induced myeloid-derived suppressor cells in mice and humans. J Clin Invest 2008 Dec;118(12):4036-4048.

(45) Topham DJ, Tripp RA, Doherty PC. CD8+ T cells clear influenza virus by perforin or Fas-dependent processes. J Immunol 1997 Dec 1;159(11):5197-5200.

(46) Huber VC, Lynch JM, Bucher DJ, Le J, Metzger DW. Fc receptor-mediated phagocytosis makes a significant contribution to clearance of influenza virus infections. J Immunol 2001 Jun 15;166(12):7381-7388.

(47) Nelli RK, Dunham SP, Kuchipudi SV, White GA, Baquero-Perez B, Chang P, et al. Mammalian innate resistance to highly pathogenic avian influenza H5N1 virus infection is mediated through reduced proinflammation and infectious virus release. J Virol 2012 Sep;86(17):9201-9210.

(48) Reading PC, Hartley CA, Ezekowitz RA, Anders EM. A serum mannose-binding lectin mediates complement-dependent lysis of influenza virus-infected cells. Biochem Biophys Res Commun 1995 Dec 26;217(3):1128-1136.

(49) Arulanandam BP, Raeder RH, Nedrud JG, Bucher DJ, Le J, Metzger DW. IgA immunodeficiency leads to inadequate Th cell priming and increased susceptibility to influenza virus infection. J Immunol 2001 Jan 1;166(1):226-231.

(50) Ali HM, Scott R, Toms GL. The effect of foster feeding and bottle feeding expressed breast-milk on the susceptibility of guinea-pig infants to influenza virus. Br J Exp Pathol 1989 Apr;70(2):183-191.

(51) Dengler L, May M, Wilk E, Bahgat MM, Schughart K. Immunization with live virus vaccine protects highly susceptible DBA/2J mice from lethal influenza A H1N1 infection. Virol J 2012 Sep 19;9:212-422X-9-212.

(52) Small PA,Jr, Waldman RH, Bruno JC, Gifford GE. Influenza infection in ferrets: role of serum antibody in protection and recovery. Infect Immun 1976 Feb;13(2):417-424.

(53) Peng X, Gralinski L, Ferris MT, Frieman MB, Thomas MJ, Proll S, et al. Integrative deep sequencing of the mouse lung transcriptome reveals differential expression of diverse classes of small RNAs in response to respiratory virus infection. MBio 2011 Nov 15;2(6):10.1128/mBio.00198-11. Print 2011.

(54) McElhaney JE, Effros RB. Immunosenescence: what does it mean to health outcomes in older adults? Curr Opin Immunol 2009 Aug;21(4):418-424.

(55) Marston BJ, Plouffe JF, File TM,Jr, Hackman BA, Salstrom SJ, Lipman HB, et al. Incidence of community-acquired pneumonia requiring hospitalization. Results of a population-based active surveillance Study in Ohio. The Community-Based Pneumonia Incidence Study Group. Arch Intern Med 1997 Aug 11-25;157(15):1709-1718.

(56) de Bruijn IA, Remarque EJ, Beyer WE, le Cessie S, Masurel N, Ligthart GJ. Annually repeated influenza vaccination improves humoral responses to several influenza virus strains in healthy elderly. Vaccine 1997 Aug-Sep;15(12-13):1323-1329.

(57) Sheahan T, Whitmore A, Long K, Ferris M, Rockx B, Funkhouser W, et al. Successful vaccination strategies that protect aged mice from lethal challenge from influenza virus and heterologous severe acute respiratory syndrome coronavirus. J Virol 2011 Jan;85(1):217-230.

(58) Tamma PD, Steinhoff MC, Omer SB. Influenza infection and vaccination in pregnant women. Expert Rev Respir Med 2010 Jun;4(3):321-328.

(59) Labant A, Greenawalt JA. Pandemic flu: a major concern for pregnant women. Nurs Womens Health 2009 Oct;13(5):374-382.

(60) FREEMAN DW, BARNO A. Deaths from Asian influenza associated with pregnancy. Am J Obstet Gynecol 1959 Dec;78:1172-1175.

(61) Neuzil KM, Reed GW, Mitchel EF, Simonsen L, Griffin MR. Impact of influenza on acute cardiopulmonary hospitalizations in pregnant women. Am J Epidemiol 1998 Dec 1;148(11):1094-1102.

(62) Cox S, Posner SF, McPheeters M, Jamieson DJ, Kourtis AP, Meikle S. Hospitalizations with respiratory illness among pregnant women during influenza season. Obstet Gynecol 2006 Jun;107(6):1315-1322.

(63) Jamieson DJ, Honein MA, Rasmussen SA, Williams JL, Swerdlow DL, Biggerstaff MS, et al. H1N1 2009 influenza virus infection during pregnancy in the USA. Lancet 2009 Aug 8;374(9688):451-458.

(64) Forbes RL, Wark PA, Murphy VE, Gibson PG. Pregnant women have attenuated innate interferon responses to 2009 pandemic influenza A virus subtype H1N1. J Infect Dis 2012 Sep 1;206(5):646-653.

(65) Black SB, Shinefield HR, France EK, Fireman BH, Platt ST, Shay D, et al. Effectiveness of influenza vaccine during pregnancy in preventing hospitalizations and outpatient visits for respiratory illness in pregnant women and their infants. Am J Perinatol 2004 Aug;21(6):333-339.

(66) Gendon I. Prevention of influenza in pregnant women and neonatal infants. Vopr Virusol 2009 Jul-Aug;54(4):4-10.

(67) Acs N, Banhidy F, Puho E, Czeizel AE. Maternal influenza during pregnancy and risk of congenital abnormalities in offspring. Birth Defects Res A Clin Mol Teratol 2005 Dec;73(12):989-996.

(68) Busby A, Dolk H, Armstrong B. Eye anomalies: seasonal variation and maternal viral infections. Epidemiology 2005 May;16(3):317-322.

(69) Brown AS, Begg MD, Gravenstein S, Schaefer CA, Wyatt RJ, Bresnahan M, et al. Serologic evidence of prenatal influenza in the etiology of schizophrenia. Arch Gen Psychiatry 2004 Aug;61(8):774-780.

(70) Glezen WP, Greenberg SB, Atmar RL, Piedra PA, Couch RB. Impact of respiratory virus infections on persons with chronic underlying conditions. JAMA 2000 Jan 26;283(4):499-505.

(71) Neuzil KM, Wright PF, Mitchel EF,Jr, Griffin MR. The burden of influenza illness in children with asthma and other chronic medical conditions. J Pediatr 2000 Dec;137(6):856-864.

(72) O'Riordan S, Barton M, Yau Y, Read SE, Allen U, Tran D. Risk factors and outcomes among children admitted to hospital with pandemic H1N1 influenza. CMAJ 2010 Jan 12;182(1):39-44.

(73) Plessa E, Diakakis P, Gardelis J, Thirios A, Koletsi P, Falagas ME. Clinical features, risk factors, and complications among pediatric patients with pandemic influenza A (H1N1). Clin Pediatr (Phila) 2010 Aug;49(8):777-781.

(74) Libster R, Bugna J, Coviello S, Hijano DR, Dunaiewsky M, Reynoso N, et al. Pediatric hospitalizations associated with 2009 pandemic influenza A (H1N1) in Argentina. N Engl J Med 2010 Jan 7;362(1):45-55.

(75) Papi A, Bellettato CM, Braccioni F, Romagnoli M, Casolari P, Caramori G, et al. Infections and airway inflammation in chronic obstructive pulmonary disease severe exacerbations. Am J Respir Crit Care Med 2006 May 15;173(10):1114-1121.

(76) Centers for Disease Control and Prevention (CDC). Influenza vaccination coverage among children with asthma--United States, 2004-05 influenza season. MMWR Morb Mortal Wkly Rep 2007 Mar 9;56(9):193-196.

(77) Dulek DE, Peebles RS,Jr. Viruses and asthma. Biochim Biophys Acta 2011 Nov;1810(11):1080-1090.

(78) Garvey C, Ortiz G. Exacerbations of chronic obstructive pulmonary disease. Open Nurs J 2012;6:13-19.

(79) Clover RD, Abell T, Becker LA, Crawford S, Ramsey CN,Jr. Family functioning and stress as predictors of influenza B infection. J Fam Pract 1989 May;28(5):535-539.

(80) Hermann G, Tovar CA, Beck FM, Allen C, Sheridan JF. Restraint stress differentially affects the pathogenesis of an experimental influenza viral infection in three inbred strains of mice. J Neuroimmunol 1993 Aug;47(1):83-94.

(81) Hunzeker J, Padgett DA, Sheridan PA, Dhabhar FS, Sheridan JF. Modulation of natural killer cell activity by restraint stress during an influenza A/PR8 infection in mice. Brain Behav Immun 2004 Nov;18(6):526-535.

(82) Padgett DA, MacCallum RC, Sheridan JF. Stress exacerbates age-related decrements in the immune response to an experimental influenza viral infection. J Gerontol A Biol Sci Med Sci 1998 Sep;53(5):B347-53.

(83) Avitsur R, Mays JW, Sheridan JF. Sex differences in the response to influenza virus infection: modulation by stress. Horm Behav 2011 Feb;59(2):257-264.

(84) Ilback NG, Friman G, Beisel WR, Johnson AJ, Berendt RF. Modifying effects of exercise on clinical course and biochemical response of the myocardium in influenza and tularemia in mice. Infect Immun 1984 Aug;45(2):498-504.

(85) Murphy EA, Davis JM, Carmichael MD, Gangemi JD, Ghaffar A, Mayer EP. Exercise stress increases susceptibility to influenza infection. Brain Behav Immun 2008 Nov;22(8):1152-1155.

(86) Russek LG, Schwartz GE. Narrative descriptions of parental love and caring predict health status in midlife: a 35-year follow-up of the Harvard Mastery of Stress Study. Altern Ther Health Med 1996 Nov;2(6):55-62.

(87) Solomon GF, Levine S, Kraft JK. Early experience and immunity. Nature 1968 Nov 23;220(5169):821-822.

(88) Kaufman J, Plotsky PM, Nemeroff CB, Charney DS. Effects of early adverse experiences on brain structure and function: clinical implications. Biol Psychiatry 2000 Oct 15;48(8):778-790.

(89) Avitsur R, Hunzeker J, Sheridan JF. Role of early stress in the individual differences in host response to viral infection. Brain Behav Immun 2006 Jul;20(4):339-348.

(90) Avitsur R, Sheridan JF. Neonatal stress modulates sickness behavior. Brain Behav Immun 2009 Oct;23(7):977-985.

(91) Sheridan JF, Stark JL, Avitsur R, Padgett DA. Social disruption, immunity, and susceptibility to viral infection. Role of glucocorticoid insensitivity and NGF. Ann N Y Acad Sci 2000;917:894-905.

(92) Louria DB. Undernutrition can affect the invading microorganism. Clin Infect Dis 2007 Aug 15;45(4):470-474.

(93) Beck MA, Nelson HK, Shi Q, Van Dael P, Schiffrin EJ, Blum S, et al. Selenium deficiency increases the pathology of an influenza virus infection. FASEB J 2001 Jun;15(8):1481-1483.

(94) Beck MA. Rapid genomic evolution of a non-virulent coxsackievirus B3 in selenium-deficient mice. Biomed Environ Sci 1997 Sep;10(2-3):307-315.

(95) Beck MA. Increased virulence of coxsackievirus B3 in mice due to vitamin E or selenium deficiency. J Nutr 1997 May;127(5 Suppl):966S-970S.

(96) Beck MA, Kolbeck PC, Rohr LH, Shi Q, Morris VC, Levander OA. Benign human enterovirus becomes virulent in selenium-deficient mice. J Med Virol 1994 Jun;43(2):166-170.

(97) Beck MA, Kolbeck PC, Shi Q, Rohr LH, Morris VC, Levander OA. Increased virulence of a human enterovirus (coxsackievirus B3) in selenium-deficient mice. J Infect Dis 1994 Aug;170(2):351-357.

(98) Li W, Beck MA. Selenium deficiency induced an altered immune response and increased survival following influenza A/Puerto Rico/8/34 infection. Exp Biol Med (Maywood) 2007 Mar;232(3):412-419.

(99) Pollett M, Mackenzie JS, Turner KJ. The effect of protein-deprivation on the susceptibility to influenza virus infection: a murine model system. Aust J Exp Biol Med Sci 1979 Apr;57(2):151-160.

(100) Taylor AK, Cao W, Vora KP, Cruz Jde L, Shieh WJ, Zaki SR, et al. Protein energy malnutrition decreases immunity and increases susceptibility to influenza infection in mice. J Infect Dis 2013 Feb;207(3):501-510.

(101) Weindruch R, Kayo T, Lee CK, Prolla TA. Microarray profiling of gene expression in aging and its alteration by caloric restriction in mice. J Nutr 2001 Mar;131(3):918S-923S.

(102) Weindruch R. The retardation of aging by caloric restriction: studies in rodents and primates. Toxicol Pathol 1996 Nov-Dec;24(6):742-745.

(103) Gardner EM. Caloric restriction decreases survival of aged mice in response to primary influenza infection. J Gerontol A Biol Sci Med Sci 2005 Jun;60(6):688-694.

(104) Ritz BW, Aktan I, Nogusa S, Gardner EM. Energy restriction impairs natural killer cell function and increases the severity of influenza infection in young adult male C57BL/6 mice. J Nutr 2008 Nov;138(11):2269-2275.

(105) Smith AG, Sheridan PA, Harp JB, Beck MA. Diet-induced obese mice have increased mortality and altered immune responses when infected with influenza virus. J Nutr 2007 May;137(5):1236-1243.

(106) Smith AG, Sheridan PA, Tseng RJ, Sheridan JF, Beck MA. Selective impairment in dendritic cell function and altered antigen-specific CD8+ T-cell responses in diet-induced obese mice infected with influenza virus. Immunology 2009 Feb;126(2):268-279.

(107) Fezeu L, Julia C, Henegar A, Bitu J, Hu FB, Grobbee DE, et al. Obesity is associated with higher risk of intensive care unit admission and death in influenza A (H1N1) patients: a systematic review and meta-analysis. Obes Rev 2011 Aug;12(8):653-659.

(108) Kwong JC, Campitelli MA, Rosella LC. Obesity and respiratory hospitalizations during influenza seasons in Ontario, Canada: a cohort study. Clin Infect Dis 2011 Sep;53(5):413-421.

(109) Hoffmann PR, Berry MJ. The influence of selenium on immune responses. Mol Nutr Food Res 2008 Nov;52(11):1273-1280.

(110) Wintergerst ES, Maggini S, Hornig DH. Contribution of selected vitamins and trace elements to immune function. Ann Nutr Metab 2007;51(4):301-323.

(111) Nelson HK, Shi Q, Van Dael P, Schiffrin EJ, Blum S, Barclay D, et al. Host nutritional selenium status as a driving force for influenza virus mutations. FASEB J 2001 Aug;15(10):1846-1848.

(112) Buffinton GD, Christen S, Peterhans E, Stocker R. Oxidative stress in lungs of mice infected with influenza A virus. Free Radic Res Commun 1992;16(2):99-110.

(113) Hennet T, Peterhans E, Stocker R. Alterations in antioxidant defences in lung and liver of mice infected with influenza A virus. J Gen Virol 1992 Jan;73 ( Pt 1)(Pt 1):39-46.

(114) Hayek MG, Taylor SF, Bender BS, Han SN, Meydani M, Smith DE, et al. Vitamin E supplementation decreases lung virus titers in mice infected with influenza. J Infect Dis 1997 Jul;176(1):273-276.

(115) Han SN, Meydani M, Wu D, Bender BS, Smith DE, Vina J, et al. Effect of long-term dietary antioxidant supplementation on influenza virus infection. J Gerontol A Biol Sci Med Sci 2000 Oct;55(10):B496-503.

(116) Calder PC. N-3 Polyunsaturated Fatty Acids, Inflammation, and Inflammatory Diseases. Am J Clin Nutr 2006 Jun;83(6 Suppl):1505S-1519S.

(117) Calder PC. Polyunsaturated fatty acids, inflammation, and immunity. Lipids 2001 Sep;36(9):1007-1024.

(118) Ruxton CH, Calder PC, Reed SC, Simpson MJ. The impact of long-chain n-3 polyunsaturated fatty acids on human health. Nutr Res Rev 2005 Jun;18(1):113-129.

(119) Benatti P, Peluso G, Nicolai R, Calvani M. Polyunsaturated fatty acids: biochemical, nutritional and epigenetic properties. J Am Coll Nutr 2004 Aug;23(4):281-302.

(120) Byleveld PM, Pang GT, Clancy RL, Roberts DC. Fish oil feeding delays influenza virus clearance and impairs production of interferon-gamma and virus-specific immunoglobulin A in the lungs of mice. J Nutr 1999 Feb;129(2):328-335.

(121) Schwerbrock NM, Karlsson EA, Shi Q, Sheridan PA, Beck MA. Fish oil-fed mice have impaired resistance to influenza infection. J Nutr 2009 Aug;139(8):1588-1594.

(122) Stephensen CB, Blount SR, Schoeb TR, Park JY. Vitamin A deficiency impairs some aspects of the host response to influenza A virus infection in BALB/c mice. J Nutr 1993 May;123(5):823-833.

(123) Davis JM, Murphy EA, McClellan JL, Carmichael MD, Gangemi JD. Quercetin reduces susceptibility to influenza infection following stressful exercise. Am J Physiol Regul Integr Comp Physiol 2008 Aug;295(2):R505-9.

(124) Arcavi L, Benowitz NL. Cigarette smoking and infection. Arch Intern Med 2004 Nov 8;164(20):2206-2216.

(125) Finklea JF, Sandifer SH, Smith DD. Cigarette smoking and epidemic influenza. Am J Epidemiol 1969 Nov;90(5):390-399.

(126) Kark JD, Lebiush M. Smoking and epidemic influenza-like illness in female military recruits: a brief survey. Am J Public Health 1981 May;71(5):530-532.

(127) Kark JD, Lebiush M, Rannon L. Cigarette smoking as a risk factor for epidemic a(h1n1) influenza in young men. N Engl J Med 1982 Oct 21;307(17):1042-1046.

(128) MacKenzie JS, MacKenzie IH, Holt PG. The effect of cigarette smoking on susceptibility to epidemic influenza and on serological responses to live attenuated and killed subunit influenza vaccines. J Hyg (Lond) 1976 Dec;77(3):409-417.

(129) Noah TL, Zhou H, Monaco J, Horvath K, Herbst M, Jaspers I. Tobacco smoke exposure and altered nasal responses to live attenuated influenza virus. Environ Health Perspect 2011 Jan;119(1):78-83.

(130) Wu W, Patel KB, Booth JL, Zhang W, Metcalf JP. Cigarette smoke extract suppresses the RIG-I-initiated innate immune response to influenza virus in the human lung. Am J Physiol Lung Cell Mol Physiol 2011 Jun;300(6):L821-30.

(131) Feng Y, Kong Y, Barnes PF, Huang FF, Klucar P, Wang X, et al. Exposure to cigarette smoke inhibits the pulmonary T-cell response to influenza virus and Mycobacterium tuberculosis. Infect Immun 2011 Jan;79(1):229-237.

(132) Horvath KM, Brighton LE, Zhang W, Carson JL, Jaspers I. Epithelial cells from smokers modify dendritic cell responses in the context of influenza infection. Am J Respir Cell Mol Biol 2011 Aug;45(2):237-245.

(133) Fernandez-Sola J, Junque A, Estruch R, Monforte R, Torres A, Urbano-Marquez A. High alcohol intake as a risk and prognostic factor for community-acquired pneumonia. Arch Intern Med 1995 Aug 7-21;155(15):1649-1654.

(134) Saitz R, Ghali WA, Moskowitz MA. The impact of alcohol-related diagnoses on pneumonia outcomes. Arch Intern Med 1997 Jul 14;157(13):1446-1452.

(135) de Roux A, Cavalcanti M, Marcos MA, Garcia E, Ewig S, Mensa J, et al. Impact of alcohol abuse in the etiology and severity of community-acquired pneumonia. Chest 2006 May;129(5):1219-1225.

(136) Meyerholz DK, Edsen-Moore M, McGill J, Coleman RA, Cook RT, Legge KL. Chronic alcohol consumption increases the severity of murine influenza virus infections. J Immunol 2008 Jul 1;181(1):641-648.

(137) Langlois RA, Meyerholz DK, Coleman RA, Cook RT, Waldschmidt TJ, Legge KL. Oseltamivir treatment prevents the increased influenza virus disease severity and lethality occurring in chronic ethanol consuming mice. Alcohol Clin Exp Res 2010 Aug;34(8):1425-1431.

(138) McGill J, Meyerholz DK, Edsen-Moore M, Young B, Coleman RA, Schlueter AJ, et al. Fetal exposure to ethanol has long-term effects on the severity of influenza virus infections. J Immunol 2009 Jun 15;182(12):7803-7808.

(139) Ciencewicki J, Jaspers I. Air pollution and respiratory viral infection. Inhal Toxicol 2007 Nov;19(14):1135-1146.

(140) Pearlman ME, Finklea JF, Shy CM, Van Bruggen J, Newill VA. Chronic oxidant exposure and epidemic influenza. Environ Res 1971 Apr;4(2):129-140.

(141) Kalpazanov Y, Stamenova M, Kurchatova G. Air pollution and the 1974-1975 influenza epidemic in Sofia; a statistical study. Environ Res 1976 Aug;12(1):1-8.

(142) Ravelli AC, Kreis IA. A time series analysis of sulphur dioxide, temperature, and influenza incidence in 1976-1987. Public Health Rev 1991 -1992;19(1-4):93-101.

(143) Wong TW, Lau TS, Yu TS, Neller A, Wong SL, Tam W, et al. Air pollution and hospital admissions for respiratory and cardiovascular diseases in Hong Kong. Occup Environ Med 1999 Oct;56(10):679-683.

(144) Goings SA, Kulle TJ, Bascom R, Sauder LR, Green DJ, Hebel JR, et al. Effect of nitrogen dioxide exposure on susceptibility to influenza A virus infection in healthy adults. Am Rev Respir Dis 1989 May;139(5):1075-1081.

(145) U.S. Environmental Protection Agency. Air Quality Criteria for Ozone and Related Photochemical Oxidants. 2006;EPA/600/R-05/004aF-cF(December).

(146) Noah TL, Zhou H, Zhang H, Horvath K, Robinette C, Kesic M, et al. Diesel exhaust exposure and nasal response to attenuated influenza in normal and allergic volunteers. Am J Respir Crit Care Med 2012 Jan 15;185(2):179-185.

(147) Jaspers I, Ciencewicki JM, Zhang W, Brighton LE, Carson JL, Beck MA, et al. Diesel exhaust enhances influenza virus infections in respiratory epithelial cells. Toxicol Sci 2005 Jun;85(2):990-1002.

(148) Ciencewicki J, Gowdy K, Krantz QT, Linak WP, Brighton L, Gilmour MI, et al. Diesel exhaust enhanced susceptibility to influenza infection is associated with decreased surfactant protein expression. Inhal Toxicol 2007 Nov;19(14):1121-1133.

(149) Hahon N, Booth JA, Green F, Lewis TR. Influenza virus infection in mice after exposure to coal dust and diesel engine emissions. Environ Res 1985 Jun;37(1):44-60.

(150) Zarkower A, Scheuchenzuber WJ, Burns CA. Effects of silica dust inhalation on the susceptibility of mice to influenza infection. Arch Environ Health 1979 Sep-Oct;34(5):372-376.

(151) Ali HM, Scott R, Toms GL. The susceptibility of breast-fed and cow's milk formula-fed infant guinea pigs to upper respiratory tract infection with influenza virus. Br J Exp Pathol 1988 Aug;69(4):563-575.

(152) Jakab GJ, Spannhake EW, Canning BJ, Kleeberger SR, Gilmour MI. The effects of ozone on immune function. Environ Health Perspect 1995 Mar;103 Suppl 2:77-89.

(153) Wolcott JA, Zee YC, Osebold JW. Exposure to ozone reduces influenza disease severity and alters distribution of influenza viral antigens in murine lungs. Appl Environ Microbiol 1982 Sep;44(3):723-731.

(154) Selgrade MK, Illing JW, Starnes DM, Stead AG, Menache MG, Stevens MA. Evaluation of effects of ozone exposure on influenza infection in mice using several indicators of susceptibility. Fundam Appl Toxicol 1988 Jul;11(1):169-180.

(155) Jakab GJ, Hmieleski RR. Reduction of influenza virus pathogenesis by exposure to 0.5 ppm ozone. J Toxicol Environ Health 1988;23(4):455-472.

(156) Jakab GJ, Bassett DJ. Influenza virus infection, ozone exposure, and fibrogenesis. Am Rev Respir Dis 1990 May;141(5 Pt 1):1307-1315.

(157) Hites RA. Dioxins: an overview and history. Environ Sci Technol 2011 Jan 1;45(1):16-20.

(158) Burleson GR, Lebrec H, Yang YG, Ibanes JD, Pennington KN, Birnbaum LS. Effect of 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) on influenza virus host resistance in mice. Fundam Appl Toxicol 1996 Jan;29(1):40-47.

(159) Yang YG, Lebrec H, Burleson GR. Effect of 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) on pulmonary influenza virus titer and natural killer (NK) activity in rats. Fundam Appl Toxicol 1994 Jul;23(1):125-131.

(160) Jain S, Kamimoto L, Bramley AM, Schmitz AM, Benoit SR, Louie J, et al. Hospitalized Patients with 2009 H1N1 Influenza in the United States, April-June 2009. N Engl J Med 2009 Oct 8.

(161) Jensen-Fangel S, Mohey R, Johnsen SP, Andersen PL, Sorensen HT, Ostergaard L. Gender differences in hospitalization rates for respiratory tract infections in Danish youth. Scand J Infect Dis 2004;36(1):31-36.


Table 1: Studies of host and environmental factors associated with susceptibility to influenza virus infection, by study type.

Host/environmental risk factor

Epidemiologic studies

Animal model studies

In vitro studies

Genetics

14-21

22-31

 

Immunity

-Natural immunity

-Immunosenescence

42

55, 56

32-40, 43-47, 49-53

57

47, 48

Pregnancy

60-69

   

Chronic Respiratory Conditions

70-78

   

Stress

-Family functioning

-Restraint stress

-Exercise stress

-Stress early in life

-Psychosocial stress

79

80-83

84, 85

86-90

91

 

Nutrition

-Protein-energy deficiencies

-Obesity

-Vitamin and micronutrient deficiencies

107*, 108

104-105, 108-109

110, 111

93, 98, 111, 113-114, 120-123

 

Smoking

125-129

131

130, 132

Alcohol

 

136-138

 

Pollutants

-General

-Diesel exhaust

-Ozone

-2,3,7,8-Tetrachlorodibenzo-p-dioxin

(TCDD)

140-144

146

148-150

153-156

158-159

147


Acknowledgements

This work was supported by the DoD-funded National Defense Science and Engineering Graduate (NDSEG) Fellowship awarded to Lauren M. Neighbours. We thank Bill Saunders and Chris Blanchette for their critical analysis of the manuscript and helpful comments.

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