Wc. Kennard et al., GENETIC-ANALYSIS OF MORPHOLOGICAL VARIATION IN BRASSICA-OLERACEA USING MOLECULAR MARKERS, Theoretical and Applied Genetics, 87(6), 1994, pp. 721-732
A cross between the open-pollinated Brassica oleracea cabbage cultivar
'Wisconsin Golden Acre' and the hybrid broccoli cultivar 'Packman' wa
s used with molecular markers to investigate the genetic control of mo
rphological variation. Twenty-two traits derived from leaf, stem, and
flowering measurements were analyzed in 90 F-2 individuals that were a
lso classified for genotype by restriction fragment length polymorphis
m (RFLP) markers. Seventy-two RFLP loci, which covered the mapped geno
me at an average of 10 map-unit intervals on all nine linkage groups,
were tested individually for associations to phenotypic measurements b
y single factor ANOVA, and markers with significant associations (P <
0.05) were used to develop multilocus models. These data were utilized
to describe the location, parental contribution of alleles, magnitude
of effect, and the gene action of trait loci. Single marker loci that
were significantly associated (P < 0.05) with trait measurements acco
unted for 6.7-42.7% of the phenotypic variation. Multilocus models des
cribed as much as 60.1% of the phenotypic variation for a given trait.
In some cases, different related traits had common marker-locus assoc
iations with similar gene action and genotypic class ranking. The numb
ers, action, and linkages, of genes controlling traits estimated with
marker loci in this population corresponded to estimates based on clas
sical genetic methods from other studies using similar, or similarly-w
ide, crosses. There was no evidence that genome duplication accounted
for a significant portion of multiple genes controlling trait loci ove
r the entire genome, but possible duplications of trait loci were iden
tified for two regions with linked, duplicated marker loci.