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Liu X, Li P, Ding X, Wang Y, Qi G, Yu J, Zeng Y, Cai D, Yang X, Yang J, Xu C, Liu B, Dong Y, Zhao N. The Population Divergence and Genetic Basis of Local Adaptation of Wild Soybean ( Glycine soja) in China. Plants (Basel) 2023; 12:4128. [PMID: 38140455 PMCID: PMC10747053 DOI: 10.3390/plants12244128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 12/03/2023] [Accepted: 12/07/2023] [Indexed: 12/24/2023]
Abstract
Glycine soja is the wild relative species of cultivated soybean. In this study, we investigated the population divergence and genetic basis of the local adaptation of wild soybean in China using genome-wide single-nucleotide polymorphisms (SNPs) of a population of 72 G. soja accessions. Using phylogenetic analysis, we observed that G. soja accessions clustered into three distinct groups, each corresponding to a specific geographic region, the northeastern region (NER), central region (CR), and southern region (SR), consistent with previous studies. Notably, we found a significant positive correlation between genetic and geographic distances. Further population structure analysis revealed each group was associated with an ancestral population and a specific geographic area. By utilizing the genome sequencing data of accessions from 16 different locations, we inferred the population history of these wild soybean groups. Our results indicate that the three groups diverged ~25,000 years ago, coinciding with the time of the last glacial maximum. The effective population size of the SR group expanded first, and subsequently, the NER and CR groups expanded approximately 5000 and 2500 years ago, respectively. Moreover, 83, 104, and 101 significant associated loci (SALs) were identified using genome-wide association analysis for annual mean temperature, annual precipitation, and latitude, respectively. Functional analysis of genes located in SALs highlighted candidate genes related to local adaptation. This study highlights the significant role of geographic isolation and environmental factors in shaping the genetic structure and adaptability of wild soybean populations. Furthermore, it emphasizes the value of wild soybean as a crucial genetic resource for enhancing the adaptability of cultivated soybeans, which have experienced a loss of genetic diversity due to domestication and intensive breeding practices. The insights gained from our research provide valuable information for the protection, conservation, and utilization of this important genetic resource.
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Affiliation(s)
- Xiaodong Liu
- Department of Agronomy, Jilin Agricultural University, Changchun 130118, China; (X.L.)
- Jilin Academy of Agricultural Sciences, Changchun 130033, China (G.Q.); (J.Y.)
| | - Peiyuan Li
- Department of Agronomy, Jilin Agricultural University, Changchun 130118, China; (X.L.)
| | - Xiaoyang Ding
- Jilin Academy of Agricultural Sciences, Changchun 130033, China (G.Q.); (J.Y.)
| | - Ying Wang
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE), Northeast Normal University, Changchun 130024, China; (Y.W.); (J.Y.); (Y.Z.); (B.L.)
| | - Guangxun Qi
- Jilin Academy of Agricultural Sciences, Changchun 130033, China (G.Q.); (J.Y.)
| | - Jiaxin Yu
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE), Northeast Normal University, Changchun 130024, China; (Y.W.); (J.Y.); (Y.Z.); (B.L.)
| | - Yong Zeng
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE), Northeast Normal University, Changchun 130024, China; (Y.W.); (J.Y.); (Y.Z.); (B.L.)
| | - Dezhi Cai
- Department of Agronomy, Jilin Agricultural University, Changchun 130118, China; (X.L.)
| | - Xuhang Yang
- Department of Agronomy, Jilin Agricultural University, Changchun 130118, China; (X.L.)
| | - Jiahui Yang
- Jilin Academy of Agricultural Sciences, Changchun 130033, China (G.Q.); (J.Y.)
| | - Chunming Xu
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE), Northeast Normal University, Changchun 130024, China; (Y.W.); (J.Y.); (Y.Z.); (B.L.)
| | - Bao Liu
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE), Northeast Normal University, Changchun 130024, China; (Y.W.); (J.Y.); (Y.Z.); (B.L.)
| | - Yingshan Dong
- Department of Agronomy, Jilin Agricultural University, Changchun 130118, China; (X.L.)
- Jilin Academy of Agricultural Sciences, Changchun 130033, China (G.Q.); (J.Y.)
| | - Na Zhao
- Department of Agronomy, Jilin Agricultural University, Changchun 130118, China; (X.L.)
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Manzoor I, Samantara K, Bhat MS, Farooq I, Bhat KM, Mir MA, Wani SH. Advances in genomics for diversity studies and trait improvement in temperate fruit and nut crops under changing climatic scenarios. Front Plant Sci 2023; 13:1048217. [PMID: 36743560 PMCID: PMC9893892 DOI: 10.3389/fpls.2022.1048217] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 11/09/2022] [Indexed: 06/18/2023]
Abstract
Genetic improvement of temperate fruit and nut crops through conventional breeding methods is not sufficient alone due to its extreme time-consuming, cost-intensive, and hard-to-handle approach. Again, few other constraints that are associated with these species, viz., their long juvenile period, high heterozygosity, sterility, presence of sexual incompatibility, polyploidy, etc., make their selection and improvement process more complicated. Therefore, to promote precise and accurate selection of plants based on their genotypes, supplement of advanced biotechnological tools, viz., molecular marker approaches along with traditional breeding methods, is highly required in these species. Different markers, especially the molecular ones, enable direct selection of genomic regions governing the trait of interest such as high quality, yield, and resistance to abiotic and biotic stresses instead of the trait itself, thus saving the overall time and space and helping screen fruit quality and other related desired traits at early stages. The availability of molecular markers like SNP (single-nucleotide polymorphism), DArT (Diversity Arrays Technology) markers, and dense molecular genetic maps in crop plants, including fruit and nut crops, led to a revelation of facts from genetic markers, thus assisting in precise line selection. This review highlighted several aspects of the molecular marker approach that opens up tremendous possibilities to reveal valuable information about genetic diversity and phylogeny to boost the efficacy of selection in temperate fruit crops through genome sequencing and thus cultivar improvement with respect to adaptability and biotic and abiotic stress resistance in temperate fruit and nut species.
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Affiliation(s)
- Ikra Manzoor
- Division of Fruit Science, Faculty of Horticulture, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Srinagar, India
| | - Kajal Samantara
- Department of Genetics and Plant Breeding, Institute of Agricultural Sciences, Siksha ‘O’ Anusandhan (Deemed to be University), Bhubaneswar, Odisha, India
| | - Momin Showkat Bhat
- Division of Floriculture and Landscape Architecture, Faculty of Horticulture, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Srinagar, India
| | - Iqra Farooq
- Field Station Bonera, Pulwama, Council of Industrial and Scientific Research (CSIR) Indian Institute of Integrative Medicine, J&K, Jammu, India
| | - Khalid Mushtaq Bhat
- Division of Fruit Science, Faculty of Horticulture, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Srinagar, India
| | - Mohammad Amin Mir
- Ambri Apple Research Centre, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Shopian, India
| | - Shabir Hussain Wani
- Mountain Research Centre for Field Crops, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Jammu and Kashmir, Anantnag, India
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ÇAKIR Ö, UÇARLI C, TARHAN Ç, PEKMEZ M, TURGUT-KARA N. Nutritional and health benefits of legumes and their distinctive genomic properties. Food Sci Technol 2019. [DOI: 10.1590/fst.42117] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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Fang F, Chen J, Jiang L, Qu Y, Qiao G. Genetic origin and dispersal of the invasive soybean aphid inferred from population genetic analysis and approximate Bayesian computation. Integr Zool 2018; 13:536-552. [PMID: 29316260 DOI: 10.1111/1749-4877.12307] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Biological invasion is considered among the most important global environmental problems. Knowledge of the source and dispersal routes of invasion could facilitate the eradication and control of invasive species. Soybean aphid, Aphis glycines, is among the most destructive soybean pests. For effective management of this pest, we conducted genetic analyses and approximate Bayesian computation analysis to determine the origins and dispersal of the aphid species, as well as the source of its invasion in the USA, using 8 microsatellite loci and the mitochondrial cytochrome c oxidase subunit I gene. We were able to identify a significant isolation by distance pattern and 3 genetic lineages in the microsatellite data but not in the mtDNA dataset. The genetic structure showed that the USA population had the closest relationship with those from Korea and Japan, indicating that the 2 latter populations might be the sources of the invasion to the USA. Both population genetic analyses and approximate Bayesian computation showed that the northeastern populations in China were the possible sources of the further spread of A. glycines to Indonesia. The dispersal history of this aphid can provide useful information for pest management strategies and can further help predict areas at risk of invasion.
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Affiliation(s)
- Fang Fang
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Jing Chen
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Liyun Jiang
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Yanhua Qu
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Gexia Qiao
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
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Kofsky J, Zhang H, Song BH. The Untapped Genetic Reservoir: The Past, Current, and Future Applications of the Wild Soybean ( Glycine soja). Front Plant Sci 2018; 9:949. [PMID: 30038633 PMCID: PMC6046548 DOI: 10.3389/fpls.2018.00949] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Accepted: 06/12/2018] [Indexed: 05/20/2023]
Abstract
There is a considerable demand for crop improvement, especially considering the increasing growth of world population, continuing climatic fluctuations, and rapidly evolving plant pests and pathogens. Crop wild relatives hold great potential in providing beneficial alleles for crop improvement. Wild soybean, Glycine soja (Siebold & Zucc.), the wild ancestor to the domesticated soybean (Glycine max (L.) Merr.), harbors a high level of genetic variation. Research on G. soja has been largely devoted to understanding the domestication history of the soybean, while little effort has been made to explore its genetic diversity for crop improvement. High genomic diversity and expanded traits make G. soja populations an excellent source for soybean improvement. This review summarizes recent successful research examples of applying wild soybeans in dissecting the genetic basis of various traits, with a focus on abiotic/biotic stress tolerance and resistance. We also discuss the limitations of using G. soja. Perspective future research is proposed, including the application of advanced biotechnology and emerging genomic data to further utilize the wild soybean to counterbalance the rising demand for superior crops. We proposed there is an urgent need for international collaboration on germplasm collection, resource sharing, and conservation. We hope to use the wild soybean as an example to promote the exploration and use of wild resources for crop improvement in order to meet future food requirements.
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Nadeem MA, Nawaz MA, Shahid MQ, Doğan Y, Comertpay G, Yıldız M, Hatipoğlu R, Ahmad F, Alsaleh A, Labhane N, Özkan H, Chung G, Baloch FS. DNA molecular markers in plant breeding: current status and recent advancements in genomic selection and genome editing. BIOTECHNOL BIOTEC EQ 2017. [DOI: 10.1080/13102818.2017.1400401] [Citation(s) in RCA: 98] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Affiliation(s)
- Muhammad Azhar Nadeem
- Department of Field Crops, Faculty of Agricultural and Natural Sciences, Abant İzzet Baysal University, Bolu, Turkey
| | - Muhammad Amjad Nawaz
- Department of Biotechnology, School of Engineering, Chonnam National University, Yeosu, Korea
| | - Muhammad Qasim Shahid
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Agriculture, South China Agricultural University, Guangzhou, P. R. China
| | - Yıldız Doğan
- Department of Field Crops, Eastern Mediterranean Agricultural Research Institute, Agricultural Ministry, Adana, Turkey
| | - Gonul Comertpay
- Department of Field Crops, Eastern Mediterranean Agricultural Research Institute, Agricultural Ministry, Adana, Turkey
| | - Mehtap Yıldız
- Department of Agricultural Biotechnology, Faculty of Agriculture, Yuzuncu Yıl University, Van, Turkey
| | - Rüştü Hatipoğlu
- Department of Field Crops, Faculty of Agriculture, University of Çukurova, Adana, Turkey
| | - Fiaz Ahmad
- Botany Division, Institute of Pure and Applied Biology, Bahauddin Zakariya University, Punjab, Pakistan
| | - Ahmad Alsaleh
- Molecular Genetics Laboratory, Science and Technology Application and Research Center, Bozok University, Yozgat, Turkey
| | - Nitin Labhane
- Department of Botany, Bhavan's College, University of Mumbai, Mumbai, India
| | - Hakan Özkan
- Department of Field Crops, Faculty of Agriculture, University of Çukurova, Adana, Turkey
| | - Gyuhwa Chung
- Department of Biotechnology, School of Engineering, Chonnam National University, Yeosu, Korea
| | - Faheem Shehzad Baloch
- Department of Field Crops, Faculty of Agricultural and Natural Sciences, Abant İzzet Baysal University, Bolu, Turkey
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Wang Y, Ghouri F, Shahid MQ, Naeem M, Baloch FS. The genetic diversity and population structure of wild soybean evaluated by chloroplast and nuclear gene sequences. BIOCHEM SYST ECOL 2017; 71:170-8. [DOI: 10.1016/j.bse.2017.02.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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