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marker-assisted selection in wheat

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Chapter 7 – Marker-<strong>assisted</strong> <strong>selection</strong> <strong>in</strong> common beans and cassava 91Figure 3Application of co-dom<strong>in</strong>ant and dom<strong>in</strong>ant <strong>marker</strong>s dur<strong>in</strong>g the breed<strong>in</strong>g cycle<strong>in</strong> common beansMethodGeneration of cross<strong>in</strong>g or <strong>in</strong>breed<strong>in</strong>gMass <strong>selection</strong> F 1 F 1:2 F 1:3 F 1:4 F 1:5 F 5:6Pedigree <strong>selection</strong> F 1 F 1:2 F 2:3 F 3:4 F 4:5 F 5:6 F 5:7Backcross<strong>in</strong>g BC 1 BC 2 BC 3 BC 4 BC 4 F 1:2Gamete <strong>selection</strong> BC x F 1:2 BC x F 1:3 BC x F 3:4MC 1 F 1:2 MC 1 F 1:2 MC 1 F 2:3 Adv. l<strong>in</strong>eNote: Asterisks <strong>in</strong>dicate co-dom<strong>in</strong>ant <strong>marker</strong>, while open circles <strong>in</strong>dicate dom<strong>in</strong>ant <strong>marker</strong> <strong>in</strong> repulsion andclosed circles <strong>in</strong>dicate dom<strong>in</strong>ant <strong>marker</strong> <strong>in</strong> coupl<strong>in</strong>g.In other cases where phenotypic <strong>selection</strong>methods are available, the advantageof MAS resides <strong>in</strong> its simplicity. This isthe case <strong>in</strong> the <strong>selection</strong> of arcel<strong>in</strong>, whichcan be achieved through prote<strong>in</strong> extractionfollowed by antibody detection or electrophoresis,but both of these are laboriouswhile MAS can be applied more rapidly andwith much greater throughput. Similarly,<strong>marker</strong>s for common blight resistance andanthracnose have the advantage of obviat<strong>in</strong>gthe need for field <strong>in</strong>oculations that aresometimes <strong>in</strong>effective if environmental conditionsare not favourable. The advantageof MAS is much greater if a s<strong>in</strong>gle DNAextraction can serve for the evaluation ofseveral <strong>marker</strong>s, as <strong>in</strong> the multiplex<strong>in</strong>g ofbgm-1 and SW12.700 <strong>marker</strong>s.In spite of attempts to apply MAS tocomplex traits, examples of successfulapplication are still limited to relativelysimple traits. This is contrary to someprevious expectations that <strong>marker</strong>s wouldbenefit mostly traits of low heritability.However, experience has shown that theability to manipulate even one importantgene with confidence can make a breed<strong>in</strong>gprogramme more efficient, if that gene ishighly desirable and valuable for advancedmaterials.Meanwhile the disadvantages of MAScompared with phenotypic <strong>selection</strong> arebased on effectiveness and cost considerations.The effectiveness of MAS is relativeto the ease of apply<strong>in</strong>g a given <strong>marker</strong>,its reliability and its level of l<strong>in</strong>kage withthe gene of <strong>in</strong>terest. Although molecular<strong>marker</strong>s theoretically have a heritabilityof 1.0, variability among laboratories oramong runs with<strong>in</strong> a laboratory make<strong>marker</strong>s less than 100 percent reliable. Thisis especially true for RAPD <strong>marker</strong>s forwhich band amplification is dependent onDNA concentration and quality, anneal<strong>in</strong>gtemperature and thermocycl<strong>in</strong>g conditions,Taq polymerase concentration andthe relative proportion of various other<strong>in</strong>gredients to the PCR cocktail. In comparison,SCAR <strong>marker</strong>s are much morereliable and repeatable and therefore havehigher heritability than RAPD <strong>marker</strong>s.L<strong>in</strong>kage distance between a <strong>marker</strong> for a

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