Dissecting variation in tomato fruit color quality through digital phenotyping and genetic mapping
Abstract (Summary)
Color is among the most important attributes of tomatoes for processing. Both color
and color uniformity are affected by yellow shoulder disorder (YSD), a ripening
disorder that results in discoloration of the proximal end tissues of the fruit. Cells
from YSD tissue are smaller and more randomly organized, and the development of
the chromoplast is altered. We show juice from YSD-affected tomato had 13-24%
significantly less lycopene relative to juice from non-affected tomato. Beta-carotene
content was reduced by 4-8% in juice from YSD-affected tomato, although this
reduction was not statistically significant. Quantification of lycopene and betacarotene
concentration in tomato juice samples was more precise by increasing
biological replications rather than analytical replications. Variance partitioning
suggests that YSD incidence and severity are affected by both genetics and
environment. In order to assess genetic contributions to YSD, a color measurement
module in the Tomato Analyzer software was tested to accurately quantify color and
color uniformity from digital images. This approach improved the efficiency of
collecting data, provided high correlations with data collected by colorimeter, and
improved estimates of genetic contributions to color uniformity. We hypothesize
that with increased precision and accuracy in measuring color, sampling strategies
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for higher carotenoid content can be optimized and the genetic control underlying
color and color uniformity in tomato can be uncovered. To elucidate the genetic
basis of YSD, molecular markers were exploited for application in breeding
populations. An advanced backcross population (BC2) derived from Solanum
lycopersicum (OH88119) x S. pimpinellifolium (PI128216) was evaluated for color
(L*, a*, b*, hue and chroma) and color uniformity (%YSD and %RED). Indices
were developed to circumvent the highly correlated traits and to simplify the trait
complexity based on principal component analysis. These indices capture the
essential features of color intensity and color uniformity. The BC2 population was
genotyped with 70 polymorphic markers for marker-trait analysis. The population
was selfed through four generations to generate an inbred backcross population
(BC2S4), which was evaluated for the same traits and genotyped with the same
markers as the BC2 population. An F2 population and elite processing varieties
were evaluated for color as confirmation of the marker-trait associations. We found
QTL for color intensity on chromosomes 2, 8, and 9, and a QTL for color uniformity
on chromosome 6. Positive gain under selection was realized for selection by
phenotype and by marker-assisted selection (MAS). Higher gains were realized
from MAS. Directional selection strategies are being used to further characterize
these QTL and evaluate genetic correlations to other fruit quality traits, disease
resistance, and yield.
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Bibliographical Information:
Advisor:
School:The Ohio State University
School Location:USA - Ohio
Source Type:Master's Thesis
Keywords:tomatoes phenotype genetic markers lycopene
ISBN:
Date of Publication: