Tools for Genetic Studies in Experimental Populations of Polyploids

被引:107
作者
Bourke, Peter M. [1 ]
Voorrips, Roeland E. [1 ]
Visser, Richard G. F. [1 ]
Maliepaard, Chris [1 ]
机构
[1] Wageningen Univ & Res, Plant Breeding, Wageningen, Netherlands
关键词
polyploid genetics; polyploid software tools; autopolyploid; allopolyploid; segmental allopolyploid; GENOME-WIDE ASSOCIATION; SNP GENOTYPING ARRAY; COMPLEX TRAITS; LINKAGE MAPS; INBREEDING DEPRESSION; BRASSICA-NAPUS; GOSSYPIUM-HIRSUTUM; PROVIDES INSIGHT; HEXAPLOID WHEAT; MARKERS;
D O I
10.3389/fpls.2018.00513
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Polyploid organisms carry more than two copies of each chromosome, a condition rarely tolerated in animals but which occurs relatively frequently in the plant kingdom. One of the principal challenges faced by polyploid organisms is to evolve stable meiotic mechanisms to faithfully transmit genetic information to the next generation upon which the study of inheritance is based. In this review we look at the tools available to the research community to better understand polyploid inheritance, many of which have only recently been developed. Most of these tools are intended for experimental populations (rather than natural populations), facilitating genomics-assisted crop improvement and plant breeding. This is hardly surprising given that a large proportion of domesticated plant species are polyploid. We focus on three main areas: (1) polyploid genotyping; (2) genetic and physical mapping; and (3) quantitative trait analysis and genomic selection. We also briefly review some miscellaneous topics such as the mode of inheritance and the availability of polyploid simulation software. The current polyploid analytic toolbox includes software for assigning marker genotypes (and in particular, estimating the dosage of marker alleles in the heterozygous condition), establishing chromosome-scale linkage phase among marker alleles, constructing (short-range) haplotypes, generating linkage maps, performing genome-wide association studies (GWAS) and quantitative trait locus (QTL) analyses, and simulating polyploid populations. These tools can also help elucidate the mode of inheritance (disomic, polysomic or a mixture of both as in segmental allopolyploids) or reveal whether double reduction and multivalent chromosomal pairing occur. An increasing number of polyploids (or associated diploids) are being sequenced, leading to publicly available reference genome assemblies. Much work remains in order to keep pace with developments in genomic technologies. However, such technologies also offer the promise of understanding polyploid genomes at a level which hitherto has remained elusive.
引用
收藏
页数:17
相关论文
共 169 条
[11]   On the relative abundance of autopolyploids and allopolyploids [J].
Barker, Michael S. ;
Arrigo, Nils ;
Baniaga, Anthony E. ;
Li, Zheng ;
Levin, Donald A. .
NEW PHYTOLOGIST, 2016, 210 (02) :391-398
[12]   Polyploidy and self-fertilization in flowering plants [J].
Barringer, Brian C. .
AMERICAN JOURNAL OF BOTANY, 2007, 94 (09) :1527-1533
[13]   High-resolution genetic maps of Eucalyptus improve Eucalyptusgrandis genome assembly [J].
Bartholome, Jerome ;
Mandrou, Eric ;
Mabiala, Andre ;
Jenkins, Jerry ;
Nabihoudine, Ibouniyamine ;
Klopp, Christophe ;
Schmutz, Jeremy ;
Plomion, Christophe ;
Gion, Jean-Marc .
NEW PHYTOLOGIST, 2015, 206 (04) :1283-1296
[14]   Development and preliminary evaluation of a 90 K Axiom® SNP array for the allo-octoploid cultivated strawberry Fragaria x ananassa [J].
Bassil, Nahla V. ;
Davis, Thomas M. ;
Zhang, Hailong ;
Ficklin, Stephen ;
Mittmann, Mike ;
Webster, Teresa ;
Mahoney, Lise ;
Wood, David ;
Alperin, Elisabeth S. ;
Rosyara, Umesh R. ;
Putten, Herma Koehorst-vanc ;
Monfort, Amparo ;
Sargent, Daniel J. ;
Amaya, Iraida ;
Denoyes, Beatrice ;
Bianco, Luca ;
van Dijk, Thijs ;
Pirani, Ali ;
Iezzoni, Amy ;
Main, Dorrie ;
Peace, Cameron ;
Yang, Yilong ;
Whitaker, Vance ;
Verma, Sujeet ;
Bellon, Laurent ;
Brew, Fiona ;
Herrera, Raul ;
de Weg, Eric van .
BMC GENOMICS, 2015, 16
[15]  
Behrouzi P., 2017, ARXIV171001063
[16]  
Behrouzi P., 2017, ARXIV171001236
[17]   HapTree: A Novel Bayesian Framework for Single Individual Polyplotyping Using NGS Data [J].
Berger, Emily ;
Yorukoglu, Deniz ;
Peng, Jian ;
Berger, Bonnie .
PLOS COMPUTATIONAL BIOLOGY, 2014, 10 (03)
[18]   Molecular markers and selection for complex traits in plants: Learning from the last 20 years [J].
Bernardo, Rex .
CROP SCIENCE, 2008, 48 (05) :1649-1664
[19]   Bandwagons I, too, have known [J].
Bernardo, Rex .
THEORETICAL AND APPLIED GENETICS, 2016, 129 (12) :2323-2332
[20]   The genome sequences of Arachis duranensis and Arachis ipaensis, the diploid ancestors of cultivated peanut [J].
Bertioli, David John ;
Cannon, Steven B. ;
Froenicke, Lutz ;
Huang, Guodong ;
Farmer, Andrew D. ;
Cannon, Ethalinda K. S. ;
Liu, Xin ;
Gao, Dongying ;
Clevenger, Josh ;
Dash, Sudhansu ;
Ren, Longhui ;
Moretzsohn, Marcio C. ;
Shirasawa, Kenta ;
Huang, Wei ;
Vidigal, Bruna ;
Abernathy, Brian ;
Chu, Ye ;
Niederhuth, Chad E. ;
Umale, Pooja ;
Araujo, Ana Claudia G. ;
Kozik, Alexander ;
Do Kim, Kyung ;
Burow, Mark D. ;
Varshney, Rajeev K. ;
Wang, Xingjun ;
Zhang, Xinyou ;
Barkley, Noelle ;
Guimaraes, Patricia M. ;
Isobe, Sachiko ;
Guo, Baozhu ;
Liao, Boshou ;
Stalker, H. Thomas ;
Schmitz, Robert J. ;
Scheffler, Brian E. ;
Leal-Bertioli, Soraya C. M. ;
Xun, Xu ;
Jackson, Scott A. ;
Michelmore, Richard ;
Ozias-Akins, Peggy .
NATURE GENETICS, 2016, 48 (04) :438-+