Monday, February 24, 2014

How to Choice The Best Molecular Marker for Plant Breeding



The choice of the most appropriate molecular marker for genetic and plant breeding studies must be made on the basis of the ease of developing a useful technique coupled with the efficiency of data evaluation, interpretation, and analysis. The chosen marker must provide easy access and availability, rapid response and high reproducibility, and allow information exchange between laboratories and between populations and/or different species; it must also permit automation of data generation and subsequent analysis. Other desirable characteristics include a highly polymorphic nature, codominant inheritance (permitting the identification of homozygous and heterozygous individuals), frequent occurrence in the genome, and neutral selection (selection free from interference by management practices and environmental conditions). In addition to the characteristics of the marker, the goals of the project, the availability of financial, structural, and personal resources, convenience, and the availability of facilities for the development of the assay, as well as the genetic trait of the species under study, should all be considered.


Of the markers described in this chapter, AFLP allows the analysis of multiple loci in a single assay due to its efficiency in wide and simultaneous sampling of the genome. The ability of AFLP to differentiate individuals withina population makes it useful for diversity studies, analysis of gene flow, and varietal discrimination (fingerprint of varieties) (Arif et al., 2010). AFLP is also a useful alternative for studies of species for which a limited number of SSR and SNP markers are available because it can use universal primers regardless of the species. However, assay and analysis of data from AFLP are complex and time consuming compared with those of other markers. In addition, AFLP is a dominant marker and requires relatively large quantities of high-quality DNA.

SSR markers are distinguished by their highly polymorphic nature; consequently, they can be used to detect a large number of alleles per locus. These markers are especially informative due to their codominant and multiallelic nature and their high values of heterozygosity and PIC (Polymorphism Information Content). Frequent and distributed at random throughout the genome, SSRs combine informativity with a wide coverage of the genome, robustness, and reproducibility, making them one of the most desirable markers for detailed studies of genetic structure, mapping, and fingerprinting of cultivars. The great disadvantage of the SSR technique lies in the fact that it analyzes only a small sample of the genome in each assay, even when multiplex testing is used. Because SSR markers are locus specific, only a few loci are analyzed per experiment.

SNP markers offer the advantages of distribution and frequency in the genome; they also permit automated data collection and analysis. For these reasons, they are recommended for work involving wide genomic selection and studies of kindred plants with narrow genetic bases. Although SNP markers are biallelic in nature and offer lower resolution than multi-allelic SSR markers, this deficiency is balanced by the capacity to analyze a large number of loci pertest (Arif et al., 2010). Another limitation of SNP markers lies in the cost of the equipment and the assay. Although large-scale genotyping techniques (ultrahigh-throughput genotyping) allow the broad coverage of the genome in a single assay with relatively low cost per data point, the total cost of the experiment is still quite high. Despite their recent development, DArT markers have been thoroughly tested in several species (Wenzl et al., 2004; Akbari et al., 2006; Xie et al., 2006; Mace et al., 2008; Tinker et al., 2009; Sansaloni et al., 2010; Heller-Uszynska et al., 2011). In the majority of the species in which DArT has been applied, the technique has been adapted and used in the characterization of germplasm collections and genetic diversity, the construction of high-resolution genetic maps, and the identification of QTL (Quantitative Trait Loci). Because DArT markers are widely distributed in the genome and can be used for genotyping on a large scale, the technique has great potential for use in selective genomics. Furthermore, DArT markers have shown good performance in analyses of polyploid species. This feature is very important because polyploidy can affect the accuracy of marker technologies in various ways. Techniques based on PCR, for example, can be affected by the presence of alternative annealing primer sites on chromosomes, the dilution of correct target sites or even competition with primers. Similarly, as in the case of RFLP, technologies based on hybridization can be affected by the occurrence of multiple hybridizations with the same probe. Markers whose development is based on prior knowledge of the DNA sequence, such as SNPs and SSRs, are of limited use in species for which there is little available information on the genome sequence. This limitation especially affects polyploid species, in which sequencing is technically more complicated. The results obtained with DArT in different polyploid species such as wheat (Akbari et al., 2006), hexaploid oat (Tinker et al., 2009), and sugar cane (Heller-Uszynska et al., 2011) have shown that ploidy does not affect the usefulness or reproducibility of these markers in detecting polymorphism. DArT markers, therefore, may be a good alternative for genetic studies of polyploidy.

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