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Wang J, Sun P, Li Y, Liu Y, Yu J, Ma X, Sun S, Yang N, Xia R, Lei T, Liu X, Jiao B, Xing Y, Ge W, Wang L, Wang Z, Song X, Yuan M, Guo D, Zhang L, Zhang J, Jin D, Chen W, Pan Y, Liu T, Jin L, Sun J, Yu J, Cheng R, Duan X, Shen S, Qin J, Zhang MC, Paterson AH, Wang X. Hierarchically Aligning 10 Legume Genomes Establishes a Family-Level Genomics Platform. PLANT PHYSIOLOGY 2017; 174:284-300. [PMID: 28325848 PMCID: PMC5411148 DOI: 10.1104/pp.16.01981] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2017] [Accepted: 03/19/2017] [Indexed: 05/18/2023]
Abstract
Mainly due to their economic importance, genomes of 10 legumes, including soybean (Glycine max), wild peanut (Arachis duranensis and Arachis ipaensis), and barrel medic (Medicago truncatula), have been sequenced. However, a family-level comparative genomics analysis has been unavailable. With grape (Vitis vinifera) and selected legume genomes as outgroups, we managed to perform a hierarchical and event-related alignment of these genomes and deconvoluted layers of homologous regions produced by ancestral polyploidizations or speciations. Consequently, we illustrated genomic fractionation characterized by widespread gene losses after the polyploidizations. Notably, high similarity in gene retention between recently duplicated chromosomes in soybean supported the likely autopolyploidy nature of its tetraploid ancestor. Moreover, although most gene losses were nearly random, largely but not fully described by geometric distribution, we showed that polyploidization contributed divergently to the copy number variation of important gene families. Besides, we showed significantly divergent evolutionary levels among legumes and, by performing synonymous nucleotide substitutions at synonymous sites correction, redated major evolutionary events during their expansion. This effort laid a solid foundation for further genomics exploration in the legume research community and beyond. We describe only a tiny fraction of legume comparative genomics analysis that we performed; more information was stored in the newly constructed Legume Comparative Genomics Research Platform (www.legumegrp.org).
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Affiliation(s)
- Jinpeng Wang
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Pengchuan Sun
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Yuxian Li
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Yinzhe Liu
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Jigao Yu
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Xuelian Ma
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Sangrong Sun
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Nanshan Yang
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Ruiyan Xia
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Tianyu Lei
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Xiaojian Liu
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Beibei Jiao
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Yue Xing
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Weina Ge
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Li Wang
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Zhenyi Wang
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Xiaoming Song
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Min Yuan
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Di Guo
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Lan Zhang
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Jiaqi Zhang
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Dianchuan Jin
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Wei Chen
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Yuxin Pan
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Tao Liu
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Ling Jin
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Jinshuai Sun
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Jiaxiang Yu
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Rui Cheng
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Xueqian Duan
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Shaoqi Shen
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Jun Qin
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Meng-Chen Zhang
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Andrew H Paterson
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
| | - Xiyin Wang
- School of Life Sciences (J.W., Y.Li, Y.Liu, J.Y., X.M., S.Su., N.Y., R.X., T.Le., X.L., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., Y.P., J.S., J.Y., R.C., X.D., S.Sh., X.W.) and Center for Genomics and Computational Biology (J.W., P.S., Y.Li, Y.Liu, J.Y., S.Su., N.Y., T.Le., B.J., Y.X., W.G., L.W., Z.W., X.S., M.Y., D.G., L.Z., J.Z., D.J., W.C., Y.P., T.Li., L.J., J.Y., X.W.), North China University of Science and Technology, Tangshan, Hebei 063000, China
- Cereal and Oil Crop Institute, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang 050035, China (J.Q., M.Z.); and
- Plant Genome Mapping Laboratory, University of Georgia, Athens, Georgia 30605 (A.P.)
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