SPATIAL AUTOCORRELATION ANALYSIS OFFERS NEW INSIGHTS INTO GENE FLOW IN THE AUSTRALIAN BUSH RAT, RATTUS FUSCIPES
Top Cited Papers
- 1 May 2003
- Vol. 57 (5), 1182-1195
- https://doi.org/10.1111/j.0014-3820.2003.tb00327.x
Abstract
Dispersal is a fundamental process that influences the response of species to landscape change and habitat fragmentation. In an attempt to better understand dispersal in the Australian bush rat, Rattus fuscipes, we have combined a new multilocus autocorrelation method with hypervariable microsatellite genetic markers to investigate fine-scale (< or = 1 km) patterns of spatial distribution and spatial genetic structure. The study was conducted across eight trapping transects at four sites, with a total of 270 animals sampled. Spatial autocorrelation analysis of bush rat distribution revealed that, in general, animals occurred in groups or clusters of higher density (< or = 200 m across), with intervening gaps or lower density areas. Spatial genetic autocorrelation analysis, based on seven hypervariable microsatellite loci (He = 0.8) with a total of 80 alleles, revealed a consistent pattern of significant positive local genetic structure. This genetic pattern was consistent for all transects, and for adults and sub-adults, males and females. By testing for autocorrelation at multiple scales from 10 to 800 m we found that the extent of detectable positive spatial genetic structure exceeded 500 m. Further analyses detected significantly weaker spatial genetic structure in males compared with females, but no significant differences were detected between adults and sub adults. Results from Mantel tests and hierarchical AMOVA further support the conclusion that the distribution of bush rat genotypes is not random at the scale of our study. Instead, proximate bush rats are more genetically alike than more distant animals. We conclude that in bush rats, gene flow per generation is sufficiently restricted to generate the strong positive signal of local spatial genetic structure. Although our results are consistent with field data on animal movement, including the reported tendency for males to move further than females, we provide the first evidence for restricted gene flow in bush rats. Our study appears to be the first microsatellite-based study of fine-scale genetic variation in small mammals and the first to report consistent positive local genetic structure across sites, age-classes, and sexes. The combination of new forms of autocorrelation analyses, hypervariable genetic markers and fine-scale analysis (< 1 km) may thus offer new evolutionary insights that are overlooked by more traditional larger scaled (> 10 km) population genetic studies.Keywords
This publication has 37 references indexed in Scilit:
- Competition and habitat use in native Australian Rattus: is competition intense, or important?Oecologia, 2001
- Genetic tagging: contemporary molecular ecologyBiological Journal of the Linnean Society, 1999
- Isolation and characterization of microsatellite loci from the bush rat, Rattus fuscipes greyiiMolecular Ecology, 1999
- Gene Dispersal and Spatial Genetic StructureEvolution, 1997
- A simulation study of microevolutionary inferences by spatial autocorrelation analysisBiological Journal of the Linnean Society, 1997
- Does ant dispersal of seeds in Sclerolaena diacantha (Chenopodiaceae) generate local spatial genetic structure?Heredity, 1995
- Evolutionary implications of allozyme and RAPD variation in diploid populations of dioecious buffalograssBuchloë dactyloidesMolecular Ecology, 1995
- Factors influencing the occurrence of mammals in retained linear strips (wildlife corridors) and contiguous stands of montane ash forest in the Central Highlands of Victoria, southeastern AustraliaForest Ecology and Management, 1994
- Testing Inferences about Microevolutionary Processes by Means of Spatial Autocorrelation AnalysisEvolution, 1991
- Comparison of the Demography of Populations of Rattus-Fuscipes Living in Cool Temperate Rain-Forests and Dry Sclerophyll ForestsWildlife Research, 1987