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...

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Main Authors: 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
Format: Article
Language:English
Published: Wiley 2020-04-01
Series:Evolutionary Applications
Subjects:
Online Access:https://doi.org/10.1111/eva.12891
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record_format Article
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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
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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