UsefulLinks
Biology
Genetics and Genomics
Statistical Genetics and Genomics
1. Foundations of Statistical Genetics
2. Population Genetics Principles
3. Quantitative Genetics
4. Linkage Analysis and Gene Mapping
5. Association Studies
6. Genome-Wide Association Studies
7. Post-GWAS Analysis
8. Next-Generation Sequencing in Genetics
9. Advanced Statistical Methods
10. Specialized Applications
11. Computational Tools and Resources
10.
Specialized Applications
10.1.
Pharmacogenomics
10.1.1.
Drug Response Genetics
10.1.1.1.
Pharmacokinetic Genes
10.1.1.2.
Pharmacodynamic Genes
10.1.1.3.
Adverse Drug Reactions
10.1.2.
GWAS of Drug Response
10.1.2.1.
Study Design Considerations
10.1.2.2.
Phenotype Definition
10.1.2.3.
Population Stratification
10.1.3.
Clinical Implementation
10.1.3.1.
Dosing Guidelines
10.1.3.2.
Genetic Testing
10.1.3.3.
Regulatory Considerations
10.2.
Cancer Genomics
10.2.1.
Somatic Mutation Analysis
10.2.1.1.
Tumor vs Normal Comparisons
10.2.1.2.
Mutation Signatures
10.2.1.3.
Driver vs Passenger Mutations
10.2.2.
Copy Number Analysis
10.2.2.1.
Tumor Heterogeneity
10.2.2.2.
Clonal Evolution
10.2.2.3.
Therapeutic Targets
10.2.3.
Germline Susceptibility
10.2.3.1.
Cancer Predisposition Genes
10.2.3.2.
Polygenic Risk Scores
10.2.3.3.
Family History Integration
10.3.
Evolutionary Genomics
10.3.1.
Signatures of Natural Selection
10.3.1.1.
Selective Sweeps
10.3.1.2.
Balancing Selection
10.3.1.3.
Population Differentiation
10.3.2.
Phylogenetic Analysis
10.3.2.1.
Tree Construction
10.3.2.2.
Molecular Dating
10.3.2.3.
Ancestral Reconstruction
10.3.3.
Comparative Genomics
10.3.3.1.
Synteny Analysis
10.3.3.2.
Ortholog Identification
10.3.3.3.
Functional Conservation
10.4.
Agricultural Genomics
10.4.1.
Crop Improvement
10.4.1.1.
Marker-Assisted Selection
10.4.1.2.
Genomic Selection
10.4.1.3.
Gene Editing Applications
10.4.2.
Livestock Breeding
10.4.2.1.
Breeding Value Prediction
10.4.2.2.
Inbreeding Management
10.4.2.3.
Disease Resistance
10.4.3.
Population Management
10.4.3.1.
Genetic Diversity Assessment
10.4.3.2.
Conservation Strategies
10.4.3.3.
Breeding Program Design
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9. Advanced Statistical Methods
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11. Computational Tools and Resources