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marker-assisted selection in wheat

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Chapter 8 – Marker-<strong>assisted</strong> <strong>selection</strong> <strong>in</strong> maize 123molecular <strong>marker</strong> technology. PCR-based<strong>marker</strong>s require little DNA, allow<strong>in</strong>g sampl<strong>in</strong>gof young seedl<strong>in</strong>gs and very early<strong>selection</strong> and thereby optimization ofbreed<strong>in</strong>g schemes. PCR-based <strong>marker</strong> protocolsare very amenable to automation andm<strong>in</strong>iaturization and improvements to protocolsresulted <strong>in</strong> considerable reductions<strong>in</strong> both cost and time required to producedata po<strong>in</strong>ts. The first two PCR-based<strong>marker</strong> systems were random amplified polymorphicDNA (RAPDs), and amplifiedfragment length polymorphisms (AFLPs).Detailed descriptions and critical assessmentsof these two systems can be found <strong>in</strong>Welsh and McClelland (1990), Williams etal. (1990), Penner et al. (1993), Ragot andHois<strong>in</strong>gton (1993), Skroch and Nienhuis(1995) and Jones et al. (1997) for RAPDs,and <strong>in</strong> Vos et al. (1995), Jones et al. (1997)and Castiglioni et al. (1999) for AFLPs.They are also described <strong>in</strong> other chaptersof this book.Simple sequence repeats (SSRs) or microsatellitesrapidly became the <strong>marker</strong> ofchoice <strong>in</strong> maize, almost entirely displac<strong>in</strong>gRFLPs and previously developed PCRbased<strong>marker</strong> systems. Polymorphism ofSSRs is due to variable numbers of shorttandem repeats, often two or three basepairs <strong>in</strong> length and usually flanked byunique regions (Tautz, 1989). SSRs arevery reproducible (Jones et al., 1997) andco-dom<strong>in</strong>ant (Shattuck-Eidens et al., 1990;Senior and Heun, 1993; Senior et al., 1996)and are therefore very suitable for maizeMAS applications.Many additional variations of PCRbased<strong>marker</strong> systems have been developedand a thorough review can be found <strong>in</strong>Mohan et al. (1997).All the DNA-based <strong>marker</strong> systems describedto date are gel-based systems, a majorconstra<strong>in</strong>t for automation. S<strong>in</strong>gle nucleotidepolymorphisms (SNPs) (L<strong>in</strong>dblad-Toh etal., 2000) can be revealed <strong>in</strong> many ways<strong>in</strong>clud<strong>in</strong>g allele-specific PCR, primerextension approaches, or DNA chips, all ofwhich are not gel-based. SNPs can generallybe scored as co-dom<strong>in</strong>ant <strong>marker</strong>s, except<strong>in</strong> the case of <strong>in</strong>sertion-deletion polymorphisms.Although allelic diversity at SNPs isusually limited to two alleles, this limitationcan be offset by the abundance of SNPs andthe analysis of haplotypes, comb<strong>in</strong>ations ofgenotypes at several neighbour<strong>in</strong>g SNPs.Haplotype analyses <strong>in</strong>crease <strong>in</strong>formativeness(Ch<strong>in</strong>g et al., 2002), although at someexpense because two to four SNPs have tobe genotyped where one SSR sufficed. SNPgenotyp<strong>in</strong>g can be highly m<strong>in</strong>iaturized andautomated, thereby reduc<strong>in</strong>g the cost andallow<strong>in</strong>g the production of very large numbersof data po<strong>in</strong>ts. With genetic mapsconta<strong>in</strong><strong>in</strong>g several thousand mapped SNPs,these have become the <strong>marker</strong> of choice forprivate maize MAS programmes.DNA <strong>marker</strong> technology has been adynamic and often expensive componentof the <strong>in</strong>frastructure needed for MAS. Forexample, one corporation <strong>in</strong>dicated hav<strong>in</strong>gspent tens of millions of United Statesdollars to develop an automated systemfor detect<strong>in</strong>g RAPDs, a technology thatwas never suited for MAS <strong>in</strong> a large maizebreed<strong>in</strong>g programme. Later, another corporationspent an even greater amount ofmoney to acquire technology for matrix<strong>assisted</strong>laser desorption/ionization time offlight (MALDI-TOF) analysis of amplifiedDNA fragments. These technologies wereeither rapidly replaced or never used. Suchdecisions would have bankrupted mostnational maize programmes or a coupleof centres belong<strong>in</strong>g to the ConsultativeGroup on International AgriculturalResearch (CGIAR). Fortunately, this areaof <strong>in</strong>frastructure has matured somewhat

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