Multiscale patterns of isolation by ecology and fine-scale population structure in Texas bobcats
Patterns of spatial genetic variation can be generated by a variety of ecological processes, including individual preferences based on habitat. These ecological processes act at multiple spatial and temporal scales, generating scale-dependent effects on gene flow. In this study, we focused on bobcat...
Main Authors: | , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
PeerJ Inc.
2021-06-01
|
Series: | PeerJ |
Subjects: | |
Online Access: | https://peerj.com/articles/11498.pdf |
id |
doaj-91b7f410690c4074be3b5f059a82c726 |
---|---|
record_format |
Article |
spelling |
doaj-91b7f410690c4074be3b5f059a82c7262021-06-05T15:05:09ZengPeerJ Inc.PeerJ2167-83592021-06-019e1149810.7717/peerj.11498Multiscale patterns of isolation by ecology and fine-scale population structure in Texas bobcatsImogene A. Cancellare0Elizabeth M. Kierepka1Jan Janecka2Byron Weckworth3Richard T. Kazmaier4Rocky Ward5Department of Life, Earth, and Environmental Sciences, West Texas A&M University, Canyon, Texas, USADepartment of Forestry and Environmental Resources, North Carolina Museum of Natural Sciences, Raleigh, North Carolina, USADepartment of Biological Sciences, Duquesne University, Pittsburgh, Pennsylvania, USAPanthera, New York, New York, USADepartment of Life, Earth, and Environmental Sciences, West Texas A&M University, Canyon, Texas, USADepartment of Life, Earth, and Environmental Sciences, West Texas A&M University, Canyon, Texas, USAPatterns of spatial genetic variation can be generated by a variety of ecological processes, including individual preferences based on habitat. These ecological processes act at multiple spatial and temporal scales, generating scale-dependent effects on gene flow. In this study, we focused on bobcats (Lynx rufus), a highly mobile, generalist felid that exhibits ecological and behavioral plasticity, high abundance, and broad connectivity across much of their range. However, bobcats also show genetic differentiation along habitat breaks, a pattern typically observed in cases of isolation-by-ecology (IBE). The IBE observed in bobcats is hypothesized to occur due to habitat-biased dispersal, but it is unknown if this occurs at other habitat breaks across their range or at what spatial scale IBE becomes most apparent. Thus, we used a multiscale approach to examine isolation by ecology (IBE) patterns in bobcats (Lynx rufus) at both fine and broad spatial scales in western Texas. We genotyped 102 individuals at nine microsatellite loci and used partial redundancy analysis (pRDA) to test if a suite of landscape variables influenced genetic variation in bobcats. Bobcats exhibited a latitudinal cline in population structure with a spatial signature of male-biased dispersal, and no clear barriers to gene flow. Our pRDA tests revealed high genetic similarity in similar habitats, and results differed by spatial scale. At the fine spatial scale, herbaceous rangeland was an important influence on gene flow whereas mixed rangeland and agriculture were significant at the broad spatial scale. Taken together, our results suggests that complex interactions between spatial-use behavior and landscape heterogeneity can create non-random gene flow in highly mobile species like bobcats. Furthermore, our results add to the growing body of data highlighting the importance of multiscale study designs when assessing spatial genetic structure.https://peerj.com/articles/11498.pdfBobcatGene flowLandscape geneticsRedundancy analysisSpatial autocorrelationLynx rufus |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Imogene A. Cancellare Elizabeth M. Kierepka Jan Janecka Byron Weckworth Richard T. Kazmaier Rocky Ward |
spellingShingle |
Imogene A. Cancellare Elizabeth M. Kierepka Jan Janecka Byron Weckworth Richard T. Kazmaier Rocky Ward Multiscale patterns of isolation by ecology and fine-scale population structure in Texas bobcats PeerJ Bobcat Gene flow Landscape genetics Redundancy analysis Spatial autocorrelation Lynx rufus |
author_facet |
Imogene A. Cancellare Elizabeth M. Kierepka Jan Janecka Byron Weckworth Richard T. Kazmaier Rocky Ward |
author_sort |
Imogene A. Cancellare |
title |
Multiscale patterns of isolation by ecology and fine-scale population structure in Texas bobcats |
title_short |
Multiscale patterns of isolation by ecology and fine-scale population structure in Texas bobcats |
title_full |
Multiscale patterns of isolation by ecology and fine-scale population structure in Texas bobcats |
title_fullStr |
Multiscale patterns of isolation by ecology and fine-scale population structure in Texas bobcats |
title_full_unstemmed |
Multiscale patterns of isolation by ecology and fine-scale population structure in Texas bobcats |
title_sort |
multiscale patterns of isolation by ecology and fine-scale population structure in texas bobcats |
publisher |
PeerJ Inc. |
series |
PeerJ |
issn |
2167-8359 |
publishDate |
2021-06-01 |
description |
Patterns of spatial genetic variation can be generated by a variety of ecological processes, including individual preferences based on habitat. These ecological processes act at multiple spatial and temporal scales, generating scale-dependent effects on gene flow. In this study, we focused on bobcats (Lynx rufus), a highly mobile, generalist felid that exhibits ecological and behavioral plasticity, high abundance, and broad connectivity across much of their range. However, bobcats also show genetic differentiation along habitat breaks, a pattern typically observed in cases of isolation-by-ecology (IBE). The IBE observed in bobcats is hypothesized to occur due to habitat-biased dispersal, but it is unknown if this occurs at other habitat breaks across their range or at what spatial scale IBE becomes most apparent. Thus, we used a multiscale approach to examine isolation by ecology (IBE) patterns in bobcats (Lynx rufus) at both fine and broad spatial scales in western Texas. We genotyped 102 individuals at nine microsatellite loci and used partial redundancy analysis (pRDA) to test if a suite of landscape variables influenced genetic variation in bobcats. Bobcats exhibited a latitudinal cline in population structure with a spatial signature of male-biased dispersal, and no clear barriers to gene flow. Our pRDA tests revealed high genetic similarity in similar habitats, and results differed by spatial scale. At the fine spatial scale, herbaceous rangeland was an important influence on gene flow whereas mixed rangeland and agriculture were significant at the broad spatial scale. Taken together, our results suggests that complex interactions between spatial-use behavior and landscape heterogeneity can create non-random gene flow in highly mobile species like bobcats. Furthermore, our results add to the growing body of data highlighting the importance of multiscale study designs when assessing spatial genetic structure. |
topic |
Bobcat Gene flow Landscape genetics Redundancy analysis Spatial autocorrelation Lynx rufus |
url |
https://peerj.com/articles/11498.pdf |
work_keys_str_mv |
AT imogeneacancellare multiscalepatternsofisolationbyecologyandfinescalepopulationstructureintexasbobcats AT elizabethmkierepka multiscalepatternsofisolationbyecologyandfinescalepopulationstructureintexasbobcats AT janjanecka multiscalepatternsofisolationbyecologyandfinescalepopulationstructureintexasbobcats AT byronweckworth multiscalepatternsofisolationbyecologyandfinescalepopulationstructureintexasbobcats AT richardtkazmaier multiscalepatternsofisolationbyecologyandfinescalepopulationstructureintexasbobcats AT rockyward multiscalepatternsofisolationbyecologyandfinescalepopulationstructureintexasbobcats |
_version_ |
1721396389013880832 |