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...

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Main Authors: Imogene A. Cancellare, Elizabeth M. Kierepka, Jan Janecka, Byron Weckworth, Richard T. Kazmaier, Rocky Ward
Format: Article
Language:English
Published: PeerJ Inc. 2021-06-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/11498.pdf
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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
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