Patent application number | Description | Published |
20100145624 | STATISTICAL VALIDATION OF CANDIDATE GENES - Provided herein are methods for evaluating associations between candidate markers and a trait of interest in a plant population. In various embodiments, the plant population is a breeding population, particularly early stage breeding populations. The methods include obtaining a genotypic value for candidate markers and correlating the marker with the trait. Various association models can be used to evaluate the association, and include statistical methods relevant to the structure of plant breeding populations. Population structure may be accounted for in the association models by using Principle Component Analysis. Further provided is a novel statistical approach for association mapping in early stage breeding materials using a transmission disequilibrium based methodology. Markers identified using the methods of the invention can be used in marker assisted breeding and selection, for constructing genetic linkage maps, to identify genes contributing to a trait of interest, and for generating transgenic plants having a desired trait. | 06-10-2010 |
20100204921 | METHOD FOR SELECTING STATISTICALLY VALIDATED CANDIDATE GENES - Provided herein are methods for evaluating associations between candidate genes and a trait of interest in a population. The methods include a combination of genome-wide association analysis and one or more of nested association mapping (NAM), expression QTL analysis (eQTL), and allele epistastic analysis (AEA). Markers are selected or prioritized if they are shown to be positively-correlated with a trait of interest using GWA and a combination of one or both of NAM and eQTL. Also provided are models for evaluating the association between a candidate marker and a trait in a nested population of organisms. These methods include single marker regression and multiple marker regression models. Markers identified using the methods of the invention can be used in marker assisted breeding and selection, as genetic markers for constructing linkage maps, for gene discovery, for identifying genes contributing to a trait of interest, and for generating transgenic organisms having a desired trait. | 08-12-2010 |
20100269216 | NETWORK POPULATION MAPPING - Provided herein are methods for mapping quantitative trait loci in a connected population of organisms. The invention includes evaluating associations between markers and a trait of interest using network population mapping (NPM). The methods include assembling a network of individual members for association mapping, wherein the members are connected at the allelic level. Members of the network are grouped according to a shared haplotype at one or more marker loci, and the network can be used to identify or validate QTL within the chromosomal region surrounding or flanked by the marker loci. The methods further include a means for estimating and ranking the effects of multiple alleles across the mapping population. Further provided is a novel simple interval mapping model as well as a novel composite interval mapping model for evaluating allele-specific associations across a connected mapping population. | 10-21-2010 |
20110035847 | YIELD TRAITS FOR MAIZE - Methods for introgressing an allele of interest of a locus associated with a yield trait into | 02-10-2011 |
20110191892 | GENETIC MARKERS ASSOCIATED WITH DROUGHT TOLERANCE IN MAIZE - The presently disclosed subject matter relates to methods and compositions for identifying, selecting, and/or producing drought tolerant maize plants or germplasm. Maize plants or germplasm that have been identified, selected, and/or produced by any of the methods of the presently disclosed subject matter are also provided. | 08-04-2011 |
20110296753 | METHODS AND COMPOSITIONS FOR PREDICTING UNOBSERVED PHENOTYPES (PUP) - Methods for predicting unobserved phenotypes are provided. In some embodiments, the methods include (a) determining marker effects for a plurality of markers in a genotyped and phenotyped reference population with respect to a phenotype, wherein the reference population includes an F | 12-08-2011 |
20120151625 | METHODS FOR INCREASING GENETIC GAIN IN A BREEDING POPULATION - Methods for method for increasing genetic gain in a breeding process are provided. Also provided are methods for choosing breeding pairs predicted to produce progeny having desired phenotypes, methods for increasing the likelihood of producing progeny individual having desired phenotypes, methods for generating progeny individual having desired genotypes and/or phenotypes, progeny produced thereby, and cells, seeds, parts, and tissues cultures thereof. | 06-14-2012 |
20140170660 | METHODS AND COMPOSITIONS FOR PREDICTING UNOBSERVED PHENOTYPES (PUP) - Methods for predicting unobserved phenotypes are provided. In some embodiments, the methods include (a) determining marker effects for a plurality of markers in a genotyped and phenotyped reference population with respect to a phenotype, wherein the reference population includes an F | 06-19-2014 |