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Open AccessJournal ArticleDOI

Molecular mapping in tropical maize (Zea mays L.) using microsatellite markers. 2. Quantitative trait loci (QTL) for grain yield, plant height, ear height and grain moisture.

TLDR
Mapping analysis identified genomic regions associated with two or more traits in a manner that was consistent with correlation among traits, supporting either pleiotropy or tight linkage among QTL.
Abstract
A previous genetic map containing 117 microsatellite loci and 400 F(2) plants was used for quantitative trait loci (QTL) mapping in tropical maize. QTL were characterized in a population of 400 F(2:3) lines, derived from selfing the F(2) plants, and were evaluated with two replications in five environments. QTL determinations were made from the mean of these five environments. Grain yield (GY), plant height (PH), ear height (EH) and grain moisture (GM) were measured. Variance components for genotypes (G), environments (E) and GxE interaction were highly significant for all traits. Heritability was 0.69 for GY, 0.66 for PH, 0.67 for EH and 0.23 for GM. Using composite interval mapping (CIM), a total of 13 distinct QTLs were identified: four for GY, four for PH and five for EH. No QTL was detected for GM. The QTL explained 32.73 % of the phenotypic variance of GY, 24.76 % of PH and 20.91 % of EH. The 13 QTLs displayed mostly partial dominance or overdominance gene action and mapped to chromosomes 1, 2, 7, 8 and 9. Most QTL alleles conferring high values for the traits came from line L-14-4B. Mapping analysis identified genomic regions associated with two or more traits in a manner that was consistent with correlation among traits, supporting either pleiotropy or tight linkage among QTL. The low number of QTLs found, can be due to the great variation that exists among tropical environments.

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Citations
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Journal ArticleDOI

Marker-Assisted Selection in Plant Breeding: From Publications to Practice

TL;DR: Fundamental issues remain to be resolved, particularly regarding complex traits, before marker-assisted selection realizes its full potential in public sector breeding programs, including the development of high throughput precision phenotyping systems for QTL mapping, improved understanding of genotype by environment interaction and epistasis, and development of publicly available computational tools tailored to the needs of molecular breeding programs.

An exact confidence interval for heritability on a progeny mean basis

TL;DR: This research developed a measure of precision for H for certain balanced linear models for heritability on a progeny mean basis for sorghum half-sib family data.
Journal ArticleDOI

Drought stress and tropical maize: QTL-by-environment interactions and stability of QTLs across environments for yield components and secondary traits

TL;DR: The results confirm that the best approach to breeding for drought tolerance includes selection under water stress, and several clusters of QTLs for different traits were identified by the joint analyses of the WW and WS treatments and across water regimes.
Journal Article

Empirical threshold values for quantitative trait mapping.

Gary A. Churchill, +1 more
- 30 Oct 1994 - 
TL;DR: In this paper, an empirical method based on the concept of permutation test is proposed for estimating threshold values that are tailored to the experimental data at hand, which is demonstrated using two real data sets derived from F(2) and recombinant inbred plant populations.
Journal ArticleDOI

Genetic distance based on simple sequence Repeats and Heterosis in Tropical Maize Populations

TL;DR: SSR markers provide a powerful tool for grouping of germplasm and are a valuable complementation to field trials for identifying groups with satisfactory heterotic response.
References
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Book ChapterDOI

Specific synthesis of DNA in vitro via a polymerase-catalyzed chain reaction.

TL;DR: A method whereby a nucleic acid sequence can be exponentially amplified in vitro is described in the chapter, and the possibility of utilizing a heat-stable DNA polymerase is explored so as to avoid the need for addition of new enzyme after each cycle of thermal denaturation.
Journal ArticleDOI

Empirical threshold values for quantitative trait mapping.

TL;DR: An empirical method is described, based on the concept of a permutation test, for estimating threshold values that are tailored to the experimental data at hand, and is demonstrated using two real data sets derived from F(2) and recombinant inbred plant populations.
Journal ArticleDOI

Mapping mendelian factors underlying quantitative traits using rflp linkage maps

TL;DR: In this paper, a set of analytical methods that modify and extend the classical theory for mapping such quantitative trait loci (QTLs) are described, and explicit graphs are provided that allow experimental geneticists to estimate, in any particular case, the number of progeny required to map QTLs underlying a quantitative trait.
Journal ArticleDOI

Precision mapping of quantitative trait loci.

TL;DR: A new method of QTL mapping is proposed and analyzed in this paper by combining interval mapping with multiple regression, an interval test in which the test statistic on a marker interval is made to be unaffected by QTLs located outside a defined interval.
Journal Article

A hypervariable microsatellite revealed by in vitro amplification of a dinucleotide repeat within the cardiac muscle actin gene.

TL;DR: Using the polymerase chain reaction to amplify a (TG)n microsatellite in the human cardiac actin gene, 12 different allelic fragments in 37 unrelated individuals were detected, 32 of whom were heterozygous and Codominant Mendelian inheritance of fragments was observed in three families with a total of 24 children.
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