title: Mapping quantitative trait loci affecting Arabidopsis thaliana seed morphology features extracted computationally from images.
abstract: Seeds are studied to understand dispersal and establishment of the next generation, as units of agricultural yield, and for other important reasons. Thus, elucidating the genetic architecture of seed size and shape traits will benefit basic and applied plant biology research. This study sought quantitative trait loci (QTL) controlling the size and shape of Arabidopsis thaliana seeds by computational analysis of seed phenotypes in recombinant inbred lines derived from the small-seeded Landsberg erecta × large-seeded Cape Verde Islands accessions. On the order of 10(3) seeds from each recombinant inbred line were automatically measured with flatbed photo scanners and custom image analysis software. The eight significant QTL affecting seed area explained 63% of the variation, and overlapped with five of the six major-axis (length) QTL and three of the five minor-axis (width) QTL, which accounted for 57% and 38% of the variation in those traits, respectively. Because the Arabidopsis seed is exalbuminous, lacking an endosperm at maturity, the results are relatable to embryo length and width. The Cvi allele generally had a positive effect of 2.6-4.0%. Analysis of variance showed heritability of the three traits ranged between 60% and 73%. Repeating the experiment with 2.2 million seeds from a separate harvest of the RIL population and approximately 0.5 million seeds from 92 near-isogenic lines confirmed the aforementioned results. Structured for download are files containing phenotype measurements, all sets of seed images, and the seed trait measuring tool.
authors: Department of Botany, University of Wisconsin, Madison, Wisconsin 53706, USA.
authors: Candace R
authors: CR
authors: Moore
authors: David S
authors: DS
authors: Gronwall
authors: Nathan D
authors: ND
authors: Miller
authors: Edgar P
authors: EP
authors: Spalding
mesh_terms: D000704:Analysis of Variance; D017360:Arabidopsis / Q000235:genetics*; D019295:Computational Biology / Q000379:methods; D003433:Crosses, Genetic; D007091:Image Processing, Computer-Assisted / Q000379:methods*; D008855:Microscopy, Electron, Scanning; D010641:Phenotype; D040641:Quantitative Trait Loci / Q000235:genetics*; D012639:Seeds / Q000033:anatomy & histology* / Q000235:genetics*
keywords: embryo morphology; image processing; seed QTL; seed size