Foreword | p. v |
Preface | p. vii |
Introduction | p. 1 |
Definitions | p. 1 |
What is a 'good' genetic marker? | |
Principal sources of molecular markers | p. 3 |
Criteria of classification | p. 3 |
Codominant markers detected individually | p. 4 |
Sequence polymorphism | p. 4 |
Differences at restriction enzyme sites: the RFLP technique | p. 5 |
A particular case of RFLP: CAPS | p. 15 |
Differences of conformation: SSCP | p. 17 |
Differences of stability: D/TGGE | p. 17 |
SNP genotyping techniques | p. 19 |
Polymorphism of number of sequence repeats: SSR | p. 29 |
Patterns of multiple dominant markers: genetic fingerprinting | p. 31 |
Sequence polymorphism | p. 31 |
Differences in hybridization sites of an arbitrary primer, or techniques of MAAP, RAPD, AP-PCR and DAF | p. 31 |
Differences of restriction sites and hybridization sites of specific primers: AFLP | p. 35 |
Polymorphism of number of tandem repeats | p. 37 |
ISSR techniques | p. 37 |
Minisatellites | p. 38 |
Gene markers: cDNA and proteins | p. 39 |
What markers are suitable for what purpose? | p. 39 |
Glossary | p. 41 |
Construction of genetic linkage maps | p. 47 |
The concept of genetic distance | p. 48 |
The Haldane distance | p. 49 |
The Kosambi distance and other distances | p. 51 |
Estimation of recombination rates and linkage tests | p. 53 |
Comparing the most commonly used populations | p. 53 |
Populations giving access to the haploid phase | p. 53 |
Doubled haploids | p. 53 |
Megagametophyte of gymnosperms | p. 56 |
Backcross populations | p. 60 |
F[subscript 2] populations | p. 61 |
Recombinant inbred lines | p. 63 |
Populations derived from non-fixed parents | p. 63 |
General case | p. 66 |
The double pseudo-testcross | p. 67 |
Comparing the various types of populations | p. 68 |
Perenniality | p. 68 |
Estimation of dominance | p. 69 |
Accuracy | p. 69 |
Fundamentals of genetic maps | p. 72 |
Saturation of maps | p. 72 |
Relativity of map lengths | p. 74 |
Relations between genetic and physical distances | p. 74 |
Analysis of genome organization | p. 76 |
Comparative mapping | p. 76 |
Mapping of major genes | p. 81 |
Approaches to mapping of major genes | p. 81 |
Near-isogenic lines | p. 81 |
Bulked segregant analysis (BSA) | p. 83 |
Use of markers for cloning major genes | p. 85 |
Principle of positional cloning | p. 85 |
High-resolution mapping | p. 86 |
Looking for the target gene in genomic clones | p. 86 |
Mapping and characterization quantitative trait loci | p. 89 |
Principle of QTL mapping | p. 92 |
Detection of QTL considering markers individually | p. 93 |
Finding QTL by analysis of variance in an F[subscript 2] population | p. 93 |
Measurs of QTL effect | p. 99 |
Limits of QTL detection on individual markers | p. 102 |
Detection of QTLs from two or more markers | p. 102 |
Methods of interval mapping | p. 102 |
Multiple marker methods | p. 104 |
Factors influencing QTL detection | p. 105 |
Detection power and within-class variation | p. 105 |
Population size and marker density | p. 106 |
Choice of statistical risks | p. 107 |
Deviation from normality | p. 107 |
Advantages and disadvantages of populations currently used for QTL detection | p. 109 |
Comparison of F[subscript 2], backcross, double haploids, and recombinant inbred lines | p. 109 |
Progeny derived from heterozygous parents | p. 110 |
Populations in which the genetic background is partly fixed | p. 110 |
Selective genotyping | p. 111 |
Genetic and molecular bases of quantitative trait variation | p. 112 |
Genetic data on QTLs | p. 112 |
QTLs are (almost) always detected | p. 112 |
Dominance effects | p. 113 |
Transgression | p. 113 |
Epistasis | p. 114 |
Genetic analysis of correlation between traits | p. 115 |
Genetic dissection of traits | p. 117 |
Effect of the environment | p. 117 |
Comparative QTL mapping | p. 118 |
Characterizing QTLs | p. 119 |
QTL cloning | p. 119 |
Candidate genes | p. 120 |
Validation of candidate genes | p. 122 |
Conclusion | p. 124 |
Molecular markers in population genetics | p. 125 |
Specific contributions of molecular markers in comparison to Traditional markers | p. 126 |
Multialelism | p. 126 |
Increase in the number of loci | p. 126 |
Access to polymorphism of cytoplasmic DNA | p. 127 |
Ordering of alleles | p. 127 |
Analysis of molecular diversity | p. 129 |
Measurement of nucleotide divergence from sequences | p. 129 |
Measurement of nucleotide divergence using marker techniques | p. 130 |
Polymorphism within a population | p. 133 |
Expression of polymorphism within a population | p. 133 |
Indexes taking into account the number of variants | p. 133 |
Indexes taking into account the frequency of variants | p. 133 |
Measurement of genetic diversity with different types of markers | p. 134 |
At the allelic level | p. 134 |
At the nucleotide level | p. 139 |
Differentiation between populations | p. 140 |
General expression of differentiation | p. 140 |
Measurement of differentiation with different marker systems | p. 142 |
At the allele level | p. 142 |
At the nucleotide level | p. 143 |
Gene flow | p. 143 |
Indirect measures of gene flow | p. 146 |
Comparative rates of seed and pollen migration | p. 146 |
Origin of colonizing genotypes | p. 147 |
Direct measures of gene flow | p. 148 |
Conclusion | p. 149 |
Application of markers in selection | p. 153 |
Contribution of diversity studies to selection | p. 153 |
Principal methods of data analysis | p. 154 |
Relationships between molecular divergence, phenotypic divergence and coancestry | p. 155 |
Application of classification methods: heterotic groups and genetic resource management | p. 156 |
Relationship between molecular divergence and heterosis | p. 159 |
Use of markers to protect new varieties | p. 163 |
Perspectives | p. 163 |
Marker-assisted selection | p. 164 |
Genotype building | p. 164 |
Marker-assisted backcrossing for a monogenic trait | p. 164 |
Marker-assisted backcrossing for a polygenetic trait | p. 166 |
Marker-assisted pedigree selection | p. 168 |
Marker-assisted recurrent selection | p. 170 |
Recurrent selection on markers alone | p. 170 |
Recurrent selection on additive value predicted by markers | p. 170 |
Combined selection based on phenotype and markers | p. 172 |
Comparison with construction of genotypes | p. 175 |
Choice between use of markers and increase in the number of replications | p. 175 |
Conclusion | p. 176 |
Appendix 1 | p. 177 |
Appendix 2 | p. 180 |
References | p. 185 |
Index | p. 231 |
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