Landscape genomics predicts climate change‐related genetic offset for the widespread Platycladus orientalis (Cupressaceae)
Abstract Understanding and quantifying populations' adaptive genetic variation and their response to climate change are critical to reforestation's seed source selection, forest management decisions, and gene conservation. Landscape genomics combined with geographic and environmental infor...
Main Authors: | , , , , , , , , , , |
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Format: | Article |
Language: | English |
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Wiley
2020-04-01
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Series: | Evolutionary Applications |
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Online Access: | https://doi.org/10.1111/eva.12891 |
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doaj-27fd8675a3604317b58a3c6133af43f3 |
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record_format |
Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kai‐Hua Jia Wei Zhao Paul Andrew Maier Xian‐Ge Hu Yuqing Jin Shan‐Shan Zhou Si‐Qian Jiao Yousry A El‐Kassaby Tongli Wang Xiao‐Ru Wang Jian‐Feng Mao |
spellingShingle |
Kai‐Hua Jia Wei Zhao Paul Andrew Maier Xian‐Ge Hu Yuqing Jin Shan‐Shan Zhou Si‐Qian Jiao Yousry A El‐Kassaby Tongli Wang Xiao‐Ru Wang Jian‐Feng Mao Landscape genomics predicts climate change‐related genetic offset for the widespread Platycladus orientalis (Cupressaceae) Evolutionary Applications adaptation climate change genetic offset genotyping by sequencing Platycladus orientalis population structure |
author_facet |
Kai‐Hua Jia Wei Zhao Paul Andrew Maier Xian‐Ge Hu Yuqing Jin Shan‐Shan Zhou Si‐Qian Jiao Yousry A El‐Kassaby Tongli Wang Xiao‐Ru Wang Jian‐Feng Mao |
author_sort |
Kai‐Hua Jia |
title |
Landscape genomics predicts climate change‐related genetic offset for the widespread Platycladus orientalis (Cupressaceae) |
title_short |
Landscape genomics predicts climate change‐related genetic offset for the widespread Platycladus orientalis (Cupressaceae) |
title_full |
Landscape genomics predicts climate change‐related genetic offset for the widespread Platycladus orientalis (Cupressaceae) |
title_fullStr |
Landscape genomics predicts climate change‐related genetic offset for the widespread Platycladus orientalis (Cupressaceae) |
title_full_unstemmed |
Landscape genomics predicts climate change‐related genetic offset for the widespread Platycladus orientalis (Cupressaceae) |
title_sort |
landscape genomics predicts climate change‐related genetic offset for the widespread platycladus orientalis (cupressaceae) |
publisher |
Wiley |
series |
Evolutionary Applications |
issn |
1752-4571 |
publishDate |
2020-04-01 |
description |
Abstract Understanding and quantifying populations' adaptive genetic variation and their response to climate change are critical to reforestation's seed source selection, forest management decisions, and gene conservation. Landscape genomics combined with geographic and environmental information provide an opportunity to interrogate forest populations' genome‐wide variation for understanding the extent to which evolutionary forces shape past and contemporary populations' genetic structure, and identify those populations that may be most at risk under future climate change. Here, we used genotyping by sequencing to generate over 11,000 high‐quality variants from Platycladus orientalis range‐wide collection to evaluate its diversity and to predict genetic offset under future climate scenarios. Platycladus orientalis is a widespread conifer in China with significant ecological, timber, and medicinal values. We found population structure and evidences of isolation by environment, indicative of adaptation to local conditions. Gradient forest modeling identified temperature‐related variables as the most important environmental factors influencing genetic variation and predicted areas with higher risk under future climate change. This study provides an important reference for forest resource management and conservation for P. orientalis. |
topic |
adaptation climate change genetic offset genotyping by sequencing Platycladus orientalis population structure |
url |
https://doi.org/10.1111/eva.12891 |
work_keys_str_mv |
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1725094520822956032 |
spelling |
doaj-27fd8675a3604317b58a3c6133af43f32020-11-25T01:29:49ZengWileyEvolutionary Applications1752-45712020-04-0113466567610.1111/eva.12891Landscape genomics predicts climate change‐related genetic offset for the widespread Platycladus orientalis (Cupressaceae)Kai‐Hua Jia0Wei Zhao1Paul Andrew Maier2Xian‐Ge Hu3Yuqing Jin4Shan‐Shan Zhou5Si‐Qian Jiao6Yousry A El‐Kassaby7Tongli Wang8Xiao‐Ru Wang9Jian‐Feng Mao10Beijing Advanced Innovation Center for Tree Breeding by Molecular Design National Engineering Laboratory for Tree Breeding Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants Ministry of Education College of Biological Sciences and Technology Beijing Forestry University Beijing ChinaBeijing Advanced Innovation Center for Tree Breeding by Molecular Design National Engineering Laboratory for Tree Breeding Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants Ministry of Education College of Biological Sciences and Technology Beijing Forestry University Beijing ChinaDepartment of Biology San Diego State University San Diego CA USABeijing Advanced Innovation Center for Tree Breeding by Molecular Design National Engineering Laboratory for Tree Breeding Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants Ministry of Education College of Biological Sciences and Technology Beijing Forestry University Beijing ChinaBeijing Advanced Innovation Center for Tree Breeding by Molecular Design National Engineering Laboratory for Tree Breeding Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants Ministry of Education College of Biological Sciences and Technology Beijing Forestry University Beijing ChinaBeijing Advanced Innovation Center for Tree Breeding by Molecular Design National Engineering Laboratory for Tree Breeding Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants Ministry of Education College of Biological Sciences and Technology Beijing Forestry University Beijing ChinaBeijing Advanced Innovation Center for Tree Breeding by Molecular Design National Engineering Laboratory for Tree Breeding Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants Ministry of Education College of Biological Sciences and Technology Beijing Forestry University Beijing ChinaDepartment of Forest and Conservation Sciences Faculty of Forestry The University of British Columbia Vancouver BC CanadaDepartment of Forest and Conservation Sciences Faculty of Forestry The University of British Columbia Vancouver BC CanadaBeijing Advanced Innovation Center for Tree Breeding by Molecular Design National Engineering Laboratory for Tree Breeding Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants Ministry of Education College of Biological Sciences and Technology Beijing Forestry University Beijing ChinaBeijing Advanced Innovation Center for Tree Breeding by Molecular Design National Engineering Laboratory for Tree Breeding Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants Ministry of Education College of Biological Sciences and Technology Beijing Forestry University Beijing ChinaAbstract Understanding and quantifying populations' adaptive genetic variation and their response to climate change are critical to reforestation's seed source selection, forest management decisions, and gene conservation. Landscape genomics combined with geographic and environmental information provide an opportunity to interrogate forest populations' genome‐wide variation for understanding the extent to which evolutionary forces shape past and contemporary populations' genetic structure, and identify those populations that may be most at risk under future climate change. Here, we used genotyping by sequencing to generate over 11,000 high‐quality variants from Platycladus orientalis range‐wide collection to evaluate its diversity and to predict genetic offset under future climate scenarios. Platycladus orientalis is a widespread conifer in China with significant ecological, timber, and medicinal values. We found population structure and evidences of isolation by environment, indicative of adaptation to local conditions. Gradient forest modeling identified temperature‐related variables as the most important environmental factors influencing genetic variation and predicted areas with higher risk under future climate change. This study provides an important reference for forest resource management and conservation for P. orientalis.https://doi.org/10.1111/eva.12891adaptationclimate changegenetic offsetgenotyping by sequencingPlatycladus orientalispopulation structure |