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Complex traits: familial risk, twins, heritability and polygenic scores

Common diseases run in families without a simple pattern; twin studies, heritability and polygenic scores measure how much genes contribute.

Updated

Key facts

  • Multifactorial (threshold) model: many genes and environmental factors add up to a liability; disease appears above a threshold.
  • Recurrence risk rises with the number of affected relatives, closeness of relationship, severity in the affected person, and when the affected person is of the less commonly affected sex.
  • Twin studies: identical twins share almost all their DNA and fraternal twins about half; a much higher concordance in identical twins points to genes, and concordance below 100 % shows the environment's share.
  • Heritability is the proportion of variation in a trait within a population explained by genetic differences; it describes a population in a given environment, not an individual.
  • A polygenic risk score adds up many common variants of small effect found by genome-wide association studies; it can identify people at several-fold higher risk of, for example, coronary disease.

In detail

  • Gene–environment interactions: factor V Leiden with oral contraceptives raises clot risk much more than either alone; APOE ε4 raises Alzheimer risk.
  • Some multifactorial disorders have strong single loci: HLA-DQ2/DQ8 in coeliac disease, HLA in type 1 diabetes, RET variants in Hirschsprung disease.
  • Polygenic scores work less well in people whose ancestry is under-represented in the studies that built them, which risks widening health inequalities.
  • Adoption studies separate shared genes from shared upbringing.
Also called
Multifactorial inheritance, Polygenic risk score

Clinical notes

  • For a couple with one child with a multifactorial birth defect (cleft lip, neural tube defect), empirical recurrence risks from population studies guide counselling.
  • Polygenic scores are not yet routine care; family history remains the practical tool.

Test yourself

Think of the answer, then tap the question to see it.

What does a heritability of 80 % for height mean?

In that population and environment, 80 % of the variation in height between people is explained by genetic differences; it says nothing about one person.

What do twin concordance studies show?

Higher concordance in identical than in fraternal twins points to a genetic contribution; concordance below 100 % in identical twins shows environmental influence.

Why do polygenic scores perform worse in some populations?

They were built mostly from European-ancestry data, so their variants and weights transfer poorly to other ancestries.

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Educational information, not medical advice. For any symptom, see a health professional.

Sources: What is heritability?: MedlinePlus Genetics (MedlinePlus, US National Library of Medicine, 2026); What are genome-wide association studies?: MedlinePlus Genetics (MedlinePlus, US National Library of Medicine, 2026); Polygenic Risk Score (PRS) (National Human Genome Research Institute (NHGRI), 2026).

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Representative model, for educational purposes only.