Association Mapping in Plants

Edited by Oraguzie, N.C.; Rikkerink, E.H.A.; Gardiner, S.E.; Silva, H.N.d. 
Springer  January 2007  

Hardcover  277 p., 40 illus.  ISBN 9780387358444      £106.00
For the past decade, there has been success in using conventional map-based strategies in identification and cloning of quantitative trait loci (QTL) in model plant species including tomato and Arabidopsis. These quantitative traits are generally the products of many loci with varying degrees of effect upon the observed phenotypes. Recently, a new approach to genetic mapping has emerged called association mapping. This new technique takes into account the thousands of genes to evaluate for QTL effect and is a more efficient approach that does not require generation of segregating populations/large numbers of progeny. As it can utilize all of the historic recombination events in a diverse population of individuals it can generate higher resolution genetic maps and, is needed to complement current map based cloning methods.

Association Mapping in Plants provides both basic and advanced understanding of association mapping and an awareness of population genomics tools to facilitate mapping and identification of the underlying causes of quantitative trait variation in plants. It acts as a useful review of the marker technology, the statistical methodology, and the progress to date. It also offers guides to the use of single nucleotide polymorphisms (SNPs) in association studies.

Written for researchers and scientists in the fields of Plant Genetics, Plant Breeding, Plant Genomics, and Crop Improvement


  • Introduction. An Overview of Association Mapping
  • Linkage Disequilibrium.
  • What Are SNPs?
  • Single Nucleotide Polymorphism Discovery
  • Single Nucleotide Polymorphism Genotyping in Plants.
  • SNP Applications in Plants.
  • Linkage Disequilibrium Mapping Concepts
  • Statistical Analysis and Experimental Design.
  • Linkage Disequilibrium-Based Association Mapping in Forage Species.
  • Gene-Assisted Selection: Applications of Association Genetics for Forest Tree Breeding.
  • Prospects of Association Mapping in Perennial Horticultural Crops.
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Springer : crops : genomics : mapping : plant genetics : plant science : statistics

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