title: Shared spatial effects on quantitative genetic parameters: accounting for spatial autocorrelation and home range overlap reduces estimates of heritability in wild red deer.
abstract: Social structure, limited dispersal, and spatial heterogeneity in resources are ubiquitous in wild vertebrate populations. As a result, relatives share environments as well as genes, and environmental and genetic sources of similarity between individuals are potentially confounded. Quantitative genetic studies in the wild therefore typically account for easily captured shared environmental effects (e.g., parent, nest, or region). Fine-scale spatial effects are likely to be just as important in wild vertebrates, but have been largely ignored. We used data from wild red deer to build "animal models" to estimate additive genetic variance and heritability in four female traits (spring and rut home range size, offspring birth weight, and lifetime breeding success). We then, separately, incorporated spatial autocorrelation and a matrix of home range overlap into these models to estimate the effect of location or shared habitat on phenotypic variation. These terms explained a substantial amount of variation in all traits and their inclusion resulted in reductions in heritability estimates, up to an order of magnitude up for home range size. Our results highlight the potential of multiple covariance matrices to dissect environmental, social, and genetic contributions to phenotypic variation, and the importance of considering fine-scale spatial processes in quantitative genetic studies.
authors: Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, EH9 3JT, United Kingdom. K.V.Stopher@sms.ed.ac.uk
authors: Katie V
authors: KV
authors: Stopher
authors: Craig A
authors: CA
authors: Walling
authors: Alison
authors: A
authors: Morris
authors: Fiona E
authors: FE
authors: Guinness
authors: Tim H
authors: TH
authors: Clutton-Brock
authors: Josephine M
authors: JM
authors: Pemberton
authors: Daniel H
authors: DH
authors: Nussey
mesh_terms: D000818:Animals; D001724:Birth Weight; D003670:Deer / Q000235:genetics / Q000502:physiology*; D004777:Environment; D005260:Female; D014644:Genetic Variation; D006702:Homing Behavior; D008954:Models, Biological; D012098:Reproduction; D012606:Scotland; D012621:Seasons; D062206:Spatial Analysis