μCT trait analysis reveals morphometric differences between domesticated temperate small grain cereals and their wild relatives

被引:22
作者
Hughes, Nathan [1 ,4 ]
Oliveira, Hugo R. [2 ,5 ]
Fradgley, Nick [3 ]
Corke, Fiona M. K. [1 ]
Cockram, James [3 ]
Doonan, John H. [1 ]
Nibau, Candida [1 ]
机构
[1] Aberystwyth Univ, Inst Biol Rural & Environm Sci IBERS, Natl Plant Phen Ctr, Aberystwyth SY23 3EE, Dyfed, Wales
[2] Univ Manchester, Manchester Inst Biotechnol, Sch Earth & Environm Sci, Manchester M1 7DN, Lancs, England
[3] NIAB, John Bingham Lab, Huntingdon Rd, Cambridge CB3 0LE, England
[4] John Innes Ctr, Computat & Syst Biol & Crop Genet, Norwich NR4 7UH, Norfolk, England
[5] Univ Algarve, Fac Ciencias Humanas & Sociais, Interdisciplinary Ctr Archaeol & Evolut Human Beh, Campus Gambelas, P-8005139 Faro, Portugal
基金
英国生物技术与生命科学研究理事会; 欧洲研究理事会;
关键词
X-ray microcomputed tomography; mu CT; wheat; barley; domestication; grain traits; phenomics; KERNEL SIZE; SEED SIZE; WHEAT; SHAPE; QTL; IMPROVEMENT; ORIGINS; WEIGHT; GENE; CROP;
D O I
10.1111/tpj.14312
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Wheat and barley are two of the founder crops domesticated in the Fertile Crescent, and currently represent crops of major economic importance in temperate regions. Due to impacts on yield, quality and end-use, grain morphometric traits remain an important goal for modern breeding programmes and are believed to have been selected for by human populations. To directly and accurately assess the three-dimensional (3D) characteristics of grains, we combine X-ray microcomputed tomography (mu CT) imaging techniques with bespoke image analysis tools and mathematical modelling to investigate how grain size and shape vary across wild and domesticated wheat and barley. We find that grain depth and, to a lesser extent, width are major drivers of shape change and that these traits are still relatively plastic in modern bread wheat varieties. Significant changes in grain depth are also observed to be associated with differences in ploidy. Finally, we present a model that can accurately predict the wild or domesticated status of a grain from a given taxa based on the relationship between three morphometric parameters (length, width and depth) and suggest its general applicability to both archaeological identification studies and breeding programmes.
引用
收藏
页码:98 / 111
页数:14
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