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Pleistocene persistence and expansion in tarantulas on the Colorado Plateau and the effects of missing data on phylogeographical inferences from RADseq
Montane species endemic to the “sky islands” of the North American southwest were significantly impacted by changing climates during the Pleistocene. We combined mitochondrial and genomic data with species distribution modelling to determine whether Aphonopelma marxi, a large tarantula from the near...
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Published in: | Molecular ecology 2020-10, Vol.29 (19), p.3684-3701 |
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description | Montane species endemic to the “sky islands” of the North American southwest were significantly impacted by changing climates during the Pleistocene. We combined mitochondrial and genomic data with species distribution modelling to determine whether Aphonopelma marxi, a large tarantula from the nearby Colorado Plateau, was similarly impacted by glacial climates. Genetic analyses revealed that the species comprises three main clades that diverged in the Pleistocene. A clade distributed along the Mogollon Rim appears to have persisted in place during glacial conditions, whereas the other two clades probably colonized central and northeastern portions of the species' range from refugia in canyons. Climate models support this hypothesis for the Mogollon Rim, but late glacial climate data appear too coarse to detect suitable areas in canyons. Locations of canyon refugia could not be inferred from genomic analyses due to missing data, encouraging us to explore the effect of missing loci in phylogeographical inferences using RADseq. Results from analyses with varying amounts of missing data suggest that samples with large amounts of missing data can still improve inferences, and the specific loci that are missing matters more than the number of missing loci. This study highlights the profound impact of Pleistocene climates on tarantulas endemic to the Colorado Plateau, as well as the mixed nature of the region's fauna. Some animals recently colonized from nearby deserts as glacial climates receded, whereas others, like tarantulas, appear to have persisted on the Mogollon Rim and in refugia associated with the region's famous river‐cut canyons. |
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We combined mitochondrial and genomic data with species distribution modelling to determine whether Aphonopelma marxi, a large tarantula from the nearby Colorado Plateau, was similarly impacted by glacial climates. Genetic analyses revealed that the species comprises three main clades that diverged in the Pleistocene. A clade distributed along the Mogollon Rim appears to have persisted in place during glacial conditions, whereas the other two clades probably colonized central and northeastern portions of the species' range from refugia in canyons. Climate models support this hypothesis for the Mogollon Rim, but late glacial climate data appear too coarse to detect suitable areas in canyons. Locations of canyon refugia could not be inferred from genomic analyses due to missing data, encouraging us to explore the effect of missing loci in phylogeographical inferences using RADseq. Results from analyses with varying amounts of missing data suggest that samples with large amounts of missing data can still improve inferences, and the specific loci that are missing matters more than the number of missing loci. This study highlights the profound impact of Pleistocene climates on tarantulas endemic to the Colorado Plateau, as well as the mixed nature of the region's fauna. Some animals recently colonized from nearby deserts as glacial climates receded, whereas others, like tarantulas, appear to have persisted on the Mogollon Rim and in refugia associated with the region's famous river‐cut canyons.</description><identifier>ISSN: 0962-1083</identifier><identifier>EISSN: 1365-294X</identifier><identifier>DOI: 10.1111/mec.15588</identifier><identifier>PMID: 32777118</identifier><language>eng</language><publisher>England: Blackwell Publishing Ltd</publisher><subject>Canyons ; Climate ; Climate change ; Climate models ; Climatic data ; COI ; ddRAD ; Endemic species ; Genetic analysis ; Genomic analysis ; Geographical distribution ; Loci ; Maxent ; Missing data ; Mitochondria ; Mygalomorphae ; Pleistocene ; Refugia ; Southwest ; spider</subject><ispartof>Molecular ecology, 2020-10, Vol.29 (19), p.3684-3701</ispartof><rights>2020 John Wiley & Sons Ltd</rights><rights>2020 John Wiley & Sons Ltd.</rights><rights>Copyright © 2020 John Wiley & Sons Ltd</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3888-727899049df3a299da2575097f0d5f4a4aa97633ded6cc53ece5ca7ef0f0973e3</citedby><cites>FETCH-LOGICAL-c3888-727899049df3a299da2575097f0d5f4a4aa97633ded6cc53ece5ca7ef0f0973e3</cites><orcidid>0000-0001-6062-282X ; 0000-0001-7192-1083 ; 0000-0002-9163-9277 ; 0000-0003-1759-6405</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32777118$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Graham, Matthew R.</creatorcontrib><creatorcontrib>Santibáñez‐López, Carlos E.</creatorcontrib><creatorcontrib>Derkarabetian, Shahan</creatorcontrib><creatorcontrib>Hendrixson, Brent E.</creatorcontrib><title>Pleistocene persistence and expansion in tarantulas on the Colorado Plateau and the effects of missing data on phylogeographical inferences from RADseq</title><title>Molecular ecology</title><addtitle>Mol Ecol</addtitle><description>Montane species endemic to the “sky islands” of the North American southwest were significantly impacted by changing climates during the Pleistocene. We combined mitochondrial and genomic data with species distribution modelling to determine whether Aphonopelma marxi, a large tarantula from the nearby Colorado Plateau, was similarly impacted by glacial climates. Genetic analyses revealed that the species comprises three main clades that diverged in the Pleistocene. A clade distributed along the Mogollon Rim appears to have persisted in place during glacial conditions, whereas the other two clades probably colonized central and northeastern portions of the species' range from refugia in canyons. Climate models support this hypothesis for the Mogollon Rim, but late glacial climate data appear too coarse to detect suitable areas in canyons. Locations of canyon refugia could not be inferred from genomic analyses due to missing data, encouraging us to explore the effect of missing loci in phylogeographical inferences using RADseq. Results from analyses with varying amounts of missing data suggest that samples with large amounts of missing data can still improve inferences, and the specific loci that are missing matters more than the number of missing loci. This study highlights the profound impact of Pleistocene climates on tarantulas endemic to the Colorado Plateau, as well as the mixed nature of the region's fauna. Some animals recently colonized from nearby deserts as glacial climates receded, whereas others, like tarantulas, appear to have persisted on the Mogollon Rim and in refugia associated with the region's famous river‐cut canyons.</description><subject>Canyons</subject><subject>Climate</subject><subject>Climate change</subject><subject>Climate models</subject><subject>Climatic data</subject><subject>COI</subject><subject>ddRAD</subject><subject>Endemic species</subject><subject>Genetic analysis</subject><subject>Genomic analysis</subject><subject>Geographical distribution</subject><subject>Loci</subject><subject>Maxent</subject><subject>Missing data</subject><subject>Mitochondria</subject><subject>Mygalomorphae</subject><subject>Pleistocene</subject><subject>Refugia</subject><subject>Southwest</subject><subject>spider</subject><issn>0962-1083</issn><issn>1365-294X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp1kc9u1DAQhy0EosvCgRdAlrjAIa3_xLFzrJbSIhVRIZC4RYMz3k3l2KmdCPZJeF283cIBiblYtr_5PPKPkJecnfJSZyPaU66UMY_IistGVaKtvz0mK9Y2ouLMyBPyLOdbxrgUSj0lJ1JorTk3K_LrxuOQ52gxIJ0w5bLBYJFC6Cn-nCDkIQY6BDpDgjAvHjItB_MO6Sb6mKCP9MbDjLDc9xwu0Dm0c-EcHYech7ClPcxw6Jt2ex-3GLcJpt1gwRe1w3R4MlOX4kg_n7_LePecPHHgM754WNfk6_uLL5ur6vrT5YfN-XVlpTGm0kKbtmV12zsJom17EEor1mrHeuVqqAFa3UjZY99YqyRaVBY0OuYKJFGuyZujd0rxbsE8d2Vii95DwLjkTtRSmEbIUmvy-h_0Ni4plOkKVWteG1U-eE3eHimbYs4JXTelYYS07zjrDml1Ja3uPq3CvnowLt9H7P-Sf-IpwNkR-DF43P_f1H282ByVvwFkDKDE</recordid><startdate>202010</startdate><enddate>202010</enddate><creator>Graham, Matthew R.</creator><creator>Santibáñez‐López, Carlos E.</creator><creator>Derkarabetian, Shahan</creator><creator>Hendrixson, Brent E.</creator><general>Blackwell Publishing Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SN</scope><scope>7SS</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-6062-282X</orcidid><orcidid>https://orcid.org/0000-0001-7192-1083</orcidid><orcidid>https://orcid.org/0000-0002-9163-9277</orcidid><orcidid>https://orcid.org/0000-0003-1759-6405</orcidid></search><sort><creationdate>202010</creationdate><title>Pleistocene persistence and expansion in tarantulas on the Colorado Plateau and the effects of missing data on phylogeographical inferences from RADseq</title><author>Graham, Matthew R. ; 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We combined mitochondrial and genomic data with species distribution modelling to determine whether Aphonopelma marxi, a large tarantula from the nearby Colorado Plateau, was similarly impacted by glacial climates. Genetic analyses revealed that the species comprises three main clades that diverged in the Pleistocene. A clade distributed along the Mogollon Rim appears to have persisted in place during glacial conditions, whereas the other two clades probably colonized central and northeastern portions of the species' range from refugia in canyons. Climate models support this hypothesis for the Mogollon Rim, but late glacial climate data appear too coarse to detect suitable areas in canyons. Locations of canyon refugia could not be inferred from genomic analyses due to missing data, encouraging us to explore the effect of missing loci in phylogeographical inferences using RADseq. Results from analyses with varying amounts of missing data suggest that samples with large amounts of missing data can still improve inferences, and the specific loci that are missing matters more than the number of missing loci. This study highlights the profound impact of Pleistocene climates on tarantulas endemic to the Colorado Plateau, as well as the mixed nature of the region's fauna. 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subjects | Canyons Climate Climate change Climate models Climatic data COI ddRAD Endemic species Genetic analysis Genomic analysis Geographical distribution Loci Maxent Missing data Mitochondria Mygalomorphae Pleistocene Refugia Southwest spider |
title | Pleistocene persistence and expansion in tarantulas on the Colorado Plateau and the effects of missing data on phylogeographical inferences from RADseq |
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