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Human Genetics, Disease Genomics, and Precision Medicine

Manual: General · Subject: Genetics

Integrate rare-variant discovery, cancer genomics, pharmacogenomics, and clinical interpretation of genetic findings.

Genetics at the interface of mechanism and medicine

Rare and common disease architecture

Monogenic disorders often arise from rare high-impact variants, whereas common diseases typically reflect many small-effect variants plus environment and development. Many real disorders occupy the continuum between these poles.

Clinical genetics vocabulary

Variant of uncertain significance
A genetic change for which current evidence is insufficient to classify pathogenicity.
Penetrance
The fraction of carriers who manifest the phenotype.
Actionable variant
A variant with clear implications for monitoring, prevention, or treatment.
Pharmacogenomics
The study of how genetic variation affects drug response.

Cancer as a somatic evolutionary process

Cancer genomes accumulate somatic mutations, copy-number changes, rearrangements, and epigenetic alterations under selective pressure within tissues. Tumor heterogeneity, clonal evolution, and microenvironmental selection make cancer genetics a dynamic evolutionary problem.

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Clinical caution

Genetic associations are not diagnostic by themselves. Pathogenicity assessment requires inheritance pattern, population frequency, functional evidence, segregation, and clinical context.

Germline versus somatic variation

Germline

  • Present in essentially all cells
  • Can be inherited by offspring
  • Important for constitutional disease and predisposition

Somatic

  • Arises after fertilization in specific lineages
  • Not generally inherited
  • Central to cancer, mosaicism, and aging

What is the main advantage of germline testing in a family with inherited disease?

Why can the same pathogenic variant have different clinical severity in different individuals?

Interpreting a clinical variant

  1. 1

    Check whether the variant fits the inheritance pattern and phenotype.

  2. 2

    Assess population frequency and segregation in the family.

  3. 3

    Review functional evidence, computational predictions, and conservation.

  4. 4

    Integrate molecular data with the clinical presentation before classifying pathogenicity.

Which best describes a variant of uncertain significance?