Abstract
According to the principle of allocation, trade-offs are inevitable when resources allocated to one biological function are no longer available for other functions. Growth, and to a lesser extent, immunity are energetically costly functions that may compete with allocation to reproductive success and survival. However, whether high allocation to growth impairs immune system development during the growing period or immune system performance during adulthood is currently unknown in wild mammals. Using three roe deer (Capreolus capreolus) populations experiencing contrasting environmental conditions, we tested for potential costs of growth on immune phenotype over both the short-term (during growth), and the long-term (during adulthood) over the course of an individuals’ life. We investigated potential costs on a set of 12 immune traits that reflect both innate and adaptive responses, and compared them between sexes and populations. Although fast growth tended to be associated with low levels of some humoral traits (globulins) during the growing period and some cellular immune traits (i.e. eosinophil and neutrophil counts) during adulthood, evidence for a trade-off between growth and other immune components was limited. Unexpectedly, no detectable growth costs on immunity were found in females from the population experiencing the least favourable environment. We discuss our findings in the light of the complex interplay between resource allocation strategies among reproduction, maintenance and immunity, in relation to local environmental conditions experienced by roe deer.
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References
Abbas F, Morellet N, Hewison AJM, Merlet J, Cargnelutti B, Lourtet B, Angibault JM, Daufresne T, Aulagnier S, Verheyden H (2011) Landscape fragmentation generates spatial variation of diet composition and quality in a generalist herbivore. Oecologia 167:401–411
Andersen R, Duncan P, Linnell JDC (1998) The European roe deer: the biology of success. Scandinavian University Press, Oslo
Andersen R, Gaillard JM, Linnell JDC, Duncan P (2000) Factors affecting maternal care in an income breeder, the European roe deer. J Anim Ecol 69:672–682
Andersson MB (1994) Sexual Selection. Princeton University Press, Princeton
Arendt JD, Wilson DS (1997) Optimistic growth: competition and an ontogenetic niche-shift select for rapid growth in pumpkinseed sunfish (Lepomis gibbosus). Evolution 51:1946–1954
Bartoń K (2016) MuMIn: multi-model inference. R package version 1.15.6. https://cran.r-project.org/web/packages/MuMIn/index.html
Bates D, Maechler M, Bolker B, Walker S (2015) Fitting linear mixed-effects models using lme4. J Stat Softw 67:1
Bauch C, Becker PH, Verhulst S (2013) Telomere length reflects phenotypic quality and costs of reproduction in a long-lived seabird. Proc R Soc B 280:20122540
Beirne C, Delahay R, Young A (2015) Sex differences in senescence: the role of intra-sexual competition in early adulthood. Proc R Soc B 282:20151086
Blanckenhorn WU (2000) The evolution of body size: what keeps organisms small? Q Rev Biol 75:385–407
Bonenfant C, Gaillard JM, Coulson T, Festa-Bianchet M, Loison A, Garel M, Egil Loe L, Blanchard P, Pettorelli N, Owen-Smith N, Du Toit J, Duncan P (2009) Empirical evidence of density dependence in populations of large herbivores. Adv Ecol Res 41:314–345
Brommer JE (2004) Immunocompetence and its costs during development: an experimental study in blue tit nestlings. Proc R Soc B 7:S110–S113
Burnham KP, Anderson DR (2002) Model selection and multimodel inference: a practical information-theoretic approach. Springer, New York
Cheynel L, Lemaître JF, Gaillard JM, Rey B, Bourgoin G, Ferté H, Jégo M, Débias F, Pellerin M, Jacob L, Gilot-Fromont E (2017) Immunosenescence patterns differ between populations but not between sexes in a long-lived wild mammal. Sci Rep 7:13700
Civitello DJ, Cohen J, Fatima H, Halstead NT, Liriano J, McMahon TA, Ortega CN, Sauer EL, Sehgal T, Young S, Rohr JR (2015) Biodiversity inhibits parasites: broad evidence for the dilution effect. Proc Nat Acad Sci 112:8667–8671
Cody ML (1966) A general theory of clutch size. Evolution 20:174–184
Dmitriew CM (2011) The evolution of growth trajectories: what limits growth rate? Biol Rev 86:97–116
Douhard F, Gaillard JM, Pellerin M, Jacob L, Lemaître JF (2017) The cost of growing large: costs of post-weaning growth on body mass senescence in a wild mammal. Oikos 126:1329–1338
Dray S, Dufour AB (2007) The ade4 package: implementing the duality diagram for ecologists. J Stat Softw 22:1–20
Dupont-Prinet A, Chatain B, Grima L, Vandeputte M, Claireaux G, McKenzie DJ (2010) Physiological mechanisms underlying a trade-off between growth rate and tolerance of feed deprivation in the European sea bass (Dicentrarchus labrax). J Exp Biol 213:1143–1152
Gaillard JM, Yoccoz NG (2003) Temporal variation in survival of mammals: a case of environmental canalization? Ecology 84:3294–3306
Gaillard JM, Sempéré AJ, Boutin JM, Van Laere C, Boisaubert B (1992) Effects of age and body weight on the proportion of females breeding in a population of roe deer (Capreolus capreolus). Can J Zool 70:1541–1545
Gaillard JM, Delorme D, Boutin JM, Van Laere G, Boisaubert B, Pradel R (1993) Roe deer survival patterns—a comparative analysis of contrasting populations. J Anim Ecol 62:778–791
Gaillard JM, Delorme D, Boutin JM, Van Laere G, Boisaubert B (1996) Body mass of roe deer fawns during winter in 2 contrasting populations. J Wild Manag 60:29–36
Gaillard JM, Boutin JM, Delorme D, Van Laere G, Duncan P, Lebreton JD (1997) Early survival in roe deer: causes and consequences of cohort variation in two contrasted populations. Oecologia 112:502–513
Gaillard JM, Hewison AJ, Klein F, Plard F, Douhard M, Davison R, Bonenfant C (2013) How does climate change influence demographic processes of widespread species? Lessons from the comparative analysis of contrasted populations of roe deer. Ecol Lett 16:48–57
Garnier R, Cheung CK, Watt KA, Pilkington JG, Pemberton JM, Graham AL (2017) Joint associations of blood plasma proteins with overwinter survival of a large mammal. Ecol Lett 20:175–183
Geiger S, Le Vaillant M, Lebard T, Reichert S, Stier A, Le Maho Y, Criscuolo F (2012) Catching-up but telomere loss: half-opening the black box of growth and ageing trade-off in wild king penguin chicks. Mol Ecol 21:1500–1510
Gélin U, Wilson ME, Cripps J, Coulson G, Festa-Bianchet M (2015) Individual heterogeneity and offspring sex affect the growth–reproduction trade-off in a mammal with indeterminate growth. Oecologia 180:1127–1135
Gilot-Fromont E, Jégo M, Bonenfant C, Gibert P, Rannou B, Klein F, Gaillard JM (2012) Immune phenotype and body condition in roe deer: individuals with high body condition have different, not stronger immunity. PLoS One 7:e45576
Hanssen SA, Hasselquist D, Folstad I, Erikstad KE (2005) Cost of reproduction in a long-lived bird: incubation effort reduces immune function and future reproduction. Proc R Soc B 272:1039–1046
Hector KL, Nakagawa S (2012) Quantitative analysis of compensatory and catch-up growth in diverse taxa. J Anim Ecol 81:583–593
Hewison AJM, Vincent JP, Angibault JM, Delorme D, Van Laere G, Gaillard JM (1999) Tests of estimation of age from tooth wear on roe deer of known age: variation within and among populations. Can J Zool 77:58–67
Hewison AJM, Gaillard JM, Blanchard P, Festa-Bianchet M (2002) Maternal age is not a predominant determinant of progeny sex ratio variation in ungulates. Oikos 98:334–339
Hewison AJM, Morellet N, Verheyden H, Daufresne T, Angibault JM, Cargnelutti B, Merlet J, Picot D, Rames JL, Joachim J, Lourtet B, Serrano E, Bideau E (2009) Landscape fragmentation influences winter body mass of roe deer. Ecography 32:1062–1070
Hewison AJM, Gaillard JM, Delorme D, Van Laere G, Amblard T, Klein F (2011) Reproductive constraints, not environmental conditions, shape the ontogeny of sex-specific mass-size allometry in roe deer. Oikos 120:1217–1226
Hõrak P, Ots I, Tegelmann L, Møller AP (2000) Health impact of phytohaemagglutinin-induced immune challenge on great tit (Parus major) nestlings. Can J Zool 78:905–910
Hothorn T, Bretz F, Westfall P (2008) Simultaneous inference in general parametric models. Biom J 50:346–363
Houwen B (2001) The differential cell count. Lab Hematol 7:89–100
Kirkwood TBL, Rose MR (1991) Evolution of senescence - late survival sacrificed for reproduction. Philos Trans R Soc B 332:15–24
Klasing KC (1998) Nutritional modulation of resistance to infectious diseases. Poultry Sci 77:1119–1125
Klasing KC (2004) The costs of immunity. Acta Zool Sin 50:961–969
Lee KA (2006) Linking immune defenses and life history at the levels of the individual and the species. Int Comput Biol 46:1000–1015
Lee WS, Monaghan P, Metcalfe NB (2013) Experimental demonstration of the growth rate-lifespan trade-off. Proc R Soc B 280:20122370
Lemaître JF, Gaillard JM, Pemberton JM, Clutton-Brock TH, Nussey DH (2014) Early life expenditure in sexual competition is associated with increased reproductive senescence in male red deer. Proc R Soc B 281:20140792
Lemaître JF, Berger V, Bonenfant C, Douhard M, Gamelon M, Plard F, Gaillard JM (2015) Early-late life trade-offs and the evolution of ageing in the wild. Proc R Soc B 282:20150209
Lochmiller RL, Deerenberg C (2000) Trade-offs in evolutionary immunology: just what is the cost of immunity? Oikos 88:87–98
Lynsdale CL, Mumby HS, Hayward AD, Mar KU, Lummaa V (2017) Parasite-associated mortality in a long-lived mammal: variation with host age, sex, and reproduction. Ecol Evol 7:1–12
Matson KD, Robert E, Ricklefs RE, Klasing KC (2005) A hemolysis–hemagglutination assay for characterizing constitutive innate humoral immunity in wild and domestic birds. Dev Comput Immunol 29:275–286
Mauck RA, Matson KD, Philipsborn J, Ricklefs RE (2005) Increase in the constitutive innate humoral immune system in Leach’s Storm-Petrel (Oceanodroma leucorhoa) chicks is negatively correlated with growth rate. Funct Ecol 19:1001–1007
McDade TW (2005) Life history, maintenance, and the early origins of immune function. Am J Hum Biol 17:81–94
McDade TW, Georgiev AV, Kuzawa CW (2016) Trade-offs between acquired and innate immune defenses in humans. Evol Med Public Health 1:1–16
Metcalfe NB, Monaghan P (2001) Compensation for a bad start: grow now, pay later? Trends Ecol Evol 16:254–260
Metcalfe NB, Monaghan P (2003) Growth versus lifespan: perspectives from evolutionary ecology. Exp Gerontol 38:935–940
Morellet N, Verheyden H, Angibault JM, Cargnelutti B, Lourtet B, Hewison AJM (2009) The effect of capture on ranging behaviour and activity of the European roe deer Capreolus capreolus. Wildl Biol 15:278–287
Nakagawa S, Cuthill IC (2007) Effect size, confidence interval and statistical significance: a practical guide for biologists. Biol Rev Camb Philos Soc 82:591–605
Nakagawa S, Schielzeth H (2010) Repeatability for Gaussian and non-Gaussian data: a practical guide for biologists. Biol Rev 85:935–956
Oksanen J, Blanchet FG, Kindt R, Legendre P, Minchin PR, O’hara RB, Simpson GL, Solymos P, Stevens MHH, Szoecs E, Wagner H (2013) Package ‘vegan’. Community ecology package, version, vol 2(9)
Panagakis A, Hamel S, Côté SD (2017) Influence of early reproductive success on longevity and late reproductive success in an alpine ungulate. Am Nat 189:667–683
Pettorelli N, Gaillard JM, Mysterud A, Duncan P, Stenseth NC, Delorme D, Van Laere G, Toïgo C, Klein F (2006) Using a proxy of plant productivity (NDVI) to find key periods for animal performance: the case of roe deer. Oikos 112:565–572
Portier C, Duncan P, Gaillard JM, Guillon N, Sempéré AJ (2000) Growth of European roe deer: patterns and rates. Acta Theriol 45:87–94
R Core Team (2015) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna
Roff DA (1992) The evolution of life histories. Theory and analysis. Chapman and Hall, New York
Roitt I, Brostoff J, Male D (1998) Immunology. Mosby, Maryland
Ronget V, Gaillard JM, Coulson T, Garratt M, Gueyffier F, Lega JC, Lemaître JF (2018) Causes and consequences of variation in offspring body mass: meta-analyses in birds and mammals. Biol Rev. https://doi.org/10.1111/brv.12329
Rossi S, Doucelin A, Le Potier M-F, Eraud C, Gilot-Fromont E (2013) Innate immunity correlates with host fitness in wild boar (Sus scrofa) exposed to classical swine fever. PLoS One 8:e79706
Saino N, Calza S, Møller AO (1998) Effects of a dipteran ectoparasite on immune response and growth trade-offs in barn swallow, Hirundo rustica, nestlings. Oikos 81:217–228
Sams MG, Lochmiller RL, Qualls C, Leslie DM, Payton ME (1996) Physiological correlates of neonatal mortality in an overpopulated herd of white-tailed deer. J Mammal 77:179–190
Sandland G, Minchella DJ (2003) Costs of immune defense: an enigma wrapped in an environmental cloak? Trends Parasitol 19:571–574
Schmid-Hempel P (2003) Variation in immune defence as a question of evolutionary ecology. Proc. R. Soc. B 270:357–366
Schneeberger K, Courtiol A, Czirják GÁ, Voigt CC (2014) Immune profile predicts survival and reflects senescence in a small, long-lived mammal, the greater sac-winged bat (Saccopteryx bilineata). PLoS One 9:e108268
Sheldon BC, Verhulst S (1996) Ecological immunology: costly parasite defences and trade-offs in evolutionary ecology. Trends Ecol Evol 11:317–321
Soler JJ, de Neve L, Pérez-Contreras T, Soler M, Sorci G (2003) Trade-off between immunocompetence and growth in magpies: an experimental study. Proc R Soc B 270:241–248
Stearns SC (1992) The evolution of life histories. Oxford University Press, Oxford
Szàp T, Møller AP (1999) Cost of parasitism and host immune defence in the sand martin Riparia riparia: a role for parent–offspring conflict? Oecologia 119:9–15
Van der Most PJ, de Jong B, Parmentier HK, Verhulst S (2011) Trade-off between growth and immune function: a meta-analysis of selection experiments. Funct Ecol 25:74–80
Vanpé C, Gaillard JM, Morellet N, Kjellander P, Liberg O, Delorme D, Hewison AJM (2009) Age-specific variation in male breeding success of a territorial ungulate species, the European roe deer. J Mammal 90:661–665
Wieser W (1994) Cost of growth in cells and organisms: general rules and comparative aspects. Biol Rev Camb Philos Soc 69:1–33
Wilbourn RV, Froy H, McManus MC, Cheynel L, Gaillard JM, Gilot-Fromont E, Regis C, Rey B, Pellerin M, Lemaître JF, Nussey DH (2017) Age-dependent associations between telomere length and environmental conditions in roe deer. Biol Lett 13:20170434
Williams GC (1957) Pleiotropy, natural selection and the evolution of senescence. Evolution 11:398–411
Young H, Griffin RH, Wood CL, Nunn CL (2013) Does habitat disturbance increase infectious disease risk for primates? Ecol Lett 16:656–663
Zuk M, McKean KA (1996) Sex differences in parasite infections: patterns and processes. Int J Parasitol 26:1009–1023
Zuk M, Stoehr AM (2002) Immune defense and host life history. Am Nat 160:S9–S22
Acknowledgements
We thank all the ONCFS staff, in particular Claude Warnant and Gilles Capron, the local hunting associations, the Fédération Départementale des Chasseurs de la Haute Garonne and the field volunteers for the organisation of the roe deer captures. We thank Corinne Régis, Marie-Thérèse Poirel, Slimania Benabed, Damien Jouet and Elodie Moissonier for their help in the laboratory analyses and Anne-Béatrice Dufour for statistical advices. We also warmly thank two anonymous referees whose insightful comments substantially improved the manuscript. This work was supported by grants from the Agence Nationale de la Recherche (ANR-15-CE32-0002-01) and the ONCFS (Grants 2011/18/6171 and 2015/19/6171), and performed within the framework of the LABEX ECOFECT (ANR-11-LABX-0048) of Université de Lyon, within the program “Investissementsd’Avenir” (ANR-11-IDEX-0007) operated by the French National Research Agency (ANR).
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JFL, JMG, EGF conceived the study and designed methodology; all authors collected the data; LC, EGF, BR, HV performed the immunological measures; LC and FD analysed the data; LC wrote the first draft of the paper and all authors contributed critically to the drafts and gave approval for the final version.
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All applicable institutional and/or national guidelines for the care and use of animals were followed. For Trois-Fontaines and Chizé populations, the protocol of capture and blood sampling of roe deer under the authority of the Office National de la Chasse et de la Faune Sauvage (ONCFS) was approved by the Director of Food, Agriculture and Forest (Prefectoral order 2009-14 from Paris). All procedures were approved by the Ethical Committee of Lyon 1 University (project DR2014-09, June 5, 2014). For the Aurignac population, the study was permitted by the land manager of both sites, the Office National des Forêts (ONF) and prefecture of Haute Garonne (Partnership Convention ONCFS-ONF dated 2005-12-23). All procedures were approved by the Ethical Committee 115 of Toulouse (project APAFIS#7880-2016120209523619v5).
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Communicated by Jörg U. Ganzhorn.
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Cheynel, L., Douhard, F., Gilot-Fromont, E. et al. Does body growth impair immune function in a large herbivore?. Oecologia 189, 55–68 (2019). https://doi.org/10.1007/s00442-018-4310-4
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DOI: https://doi.org/10.1007/s00442-018-4310-4