Genetic dissection of complex traits / edited by D.C. Rao, C. Charles Gu. — 2nd ed. — San Diego : Academic Press, c2008. – (58.14/A244/v.60) |
Contents
Contents
Part I: Overview and Fundamentals 1
1 An Overview of the Genetic Dissection of Complex Traits 3
2 Familial Resemblance and Heritability 35
3 Linkage and Association: Basic Concepts 51
4 Definition of Phenotype 75
5 Genotyping Platforms for Mass-Throughl Genotyping with SNPs, Including Human Genome-Wide Scans 107
6 Genotyping Errors and Their Impact on Genetic Analysis 141
Part II: Linkage and Association Analysis 153
7 Model-Based Methods for Linkage Analysis 155
8 Contemporary Model-Free Methods for Linkage Analysis 175
9 DNA Sequence-Based Phenotypic Association Analysis 195
10 Family-Based Methods for Linkage and Association Analysis 219
11 Searching for Additional Disease Loci in a Genomic Region 253
12 Methods for Handling Multiple Testing 293
Part III: Special Topics 309
13 Meta-Analysis Methods 311
14 Haplotype-Association Analysis 335
15 Characterization of LD Structures and the Utility of HapMap in Genetic Association Studies 407
16 Associations Among Multiple Markers and Complex Disease: Models, Algorithms, and Applications
17 Study Designs for Genome-Wide Association Studies 465
18 Ethical, Legal, and Social Implications of Biobanks for Genetics Research 505
Part IV: Promising Topics 545
19 Admixture Mapping and the Role of Population Structure for Localizing Disease Genes 547
20 Integrating Global Gene Expression Analysis and Genetics 571
21 A Systems Biology Approach to Drug Discovery 603
22 The Promise of Composite Likelihood Methods for Addressing Computationally Intensive Challenges 637
23 Comparative Genomics for Detecting Human Disease Genes 655
Part V: Outstanding Challenges 699
24 From Genetics to Mechanism of Disease Liability 701
25 Into the Post-HapMap Era 727