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Polygenic inheritance
Polygenic disease (multifactorial disease)
characteristics
recurrence risk
Outline
Polygenic inheritance
refer to the inheritance of quantitative traits which are influenced by multiple genes at different loci, and environment may be involved.
Genetic factor
Minor gene: a gene that has small observable effects upon the phenotype
Major gene: a gene that has large observable effects upon the phenotype
Codominance
Additive effect
Environmental factor
Qualitative traits vs. Quantitative traits
Qualitative traits (Discontinuous traits) : each trait has two, or a few, very different unambiguous states
Quantitative traits (Continuous traits) : each trait has numerous slightly different variants
Polygenic Inheritance
Several loci are involved in the expression of the trait.
There is no dominance or recessive at each of these loci.
The loci act in concert in an additive fashion, each adding or detracting a small amount from the phenotype.
The environment interacts with the genotype to produce the final phenotype.
Polygenic Inheritance
Homozygous parental pops. : still
show some environmental variation
F1 - intermediate :shows some
variability (environmental)
F2 - much greater variability :
mean is intermediate genetic and
envir.
Polygenic diseases
Common malformation or diseases, PF >0.1%;
Tend to aggregate in families, but the recurrence risks in families often fall in the range of 1% to10% ;
Resulted from an interaction between multiple genes and
often multiple environmental factors
Polygenic Disorders
Congenital Malformations
cleft lip / palate
congenital dislocation of the hip
congenital heart defects
neural tube defects
pyloric stenosis
Talipes
congenital heart disease
Adult Onset Diseases
diabetes mellitus
epilepsy
glaucoma
hypertension
manic depression
Schizophrenia
Asthma
spondylitis ankylopoietica
Susceptibility: recurrence risk is determined
by the genetic basis of a certain polygenic disorder.
Liability: recurrence risk is determined by
genetic and environmental factors simultaneously.
Threshold model is a useful tool for our research
on polygenetic disorders.
The threshold model for multifactorial traits.
Threshold : the minimal gene number leading to polygenic
disorder in a certain environment.
Below the threshold the trait is not expressed.
Individuals above the threshold have the disease .
Threshold model
Mean of population
Normal distribution of liability
95% of values lie within 2 standard deviations of mean;
0.13%
2.3%
16%
The curve for relatives is shifted to the right compared to the general population
the closer the relationship the greater the shift to the right
Threshold model
Phenotypic
variance
Genetic
varianceEnvironmental
variance
VP = VG + VE
Heritability
proportion of the phenotypic variation is due to genes
h2=VG / Vp
Trait Heritability
Clubfoot 0.8
Height 0.8
Blood pressure 0.6
Body mass 0.5
Fingerprint ridge count 0.9
Intelligence 0.5-0.8
Total serum cholesterol 0.6
Heritability
H=1
genes only
H=0environment only
Heritability
h2=b/r
b= (Xg-Xr)/ag
b=p (Xc-Xr)/ac
or
( population study)
( case-control study)
r: coefficient of relationship
Coefficient of Relationship (r)
the fraction of alleles shared by two individuals
A(B) –C(D) :A B
C D
E F
r = 1/2
How about C & D?
Coefficient of Relationship (r)
C
A
D C D
B
1/2 1/2 1/2 1/2
1/2 x 1/2 = 1/4 = fraction of
alleles C & D share from dad
1/2 x 1/2 = 1/4 = fraction of
alleles C & D share from mom
1/4 + 1/4 = 1/2= fraction of alleles C & D share
Coefficient of Relationship (r)
the fraction of alleles shared by two individuals
A(B) –C(D) :A B
C D
E F
r = 1/2
How about C & F?
1/4 + 1/4 = 1/2= fraction of alleles C & D share
C
A
D
F
C D
F
B
1/2 1/2
1/2
1/2 1/2
1/2
1/2 x 1/2 x 1/2 =1/8
= fraction of alleles
C & F share from common
ancestor (A)
1/2 x 1/2 x 1/2 =1/8
= fraction of alleles
C & F share from common
ancestor (B)
1/8 + 1/8 = 1/4 = fraction of alleles C & F share
Coefficient of Relationship (r)
the fraction of alleles shared by two individuals
A(B) –C(D) :A B
C D
E F
r = 1/2
C & F : r = 1/4
E & F ?
C
E
A
D
F
C
E
D
F
B
1/2 1/2
1/21/2
1/2 1/2
1/21/2
1/2 x 1/2 x 1/2 x 1/2 =
1/16 = fraction of alleles
E & F share from common
grandfather
1/2 x 1/2 x 1/2 x 1/2 =
1/16 = fraction of alleles
E & F share from common
grandmother
1/16 + 1/16 = 1/8 = fraction of alleles E & F share
Coefficient of Relationship (r)
r=1/2 1st degree (parent, sib, child)
r=1/4 2nd degree (uncle, niece, grandchild)
r=1/8 3rd degree (first cousin, great-grand)
Characteristics of Polygenic diseases
1. The incidence of the condition is greater in relatives
of the affected individuals than that in general
population, but much less than 25%;
2. The risk is same among the same degree relatives
3. The risk is greatest for the first degree relatives and
decreases rapidly in more distant relatives
4. Consanguinity slightly increases the probability of an affected child for a polygenic disorder
5. Different risk in different race.
Estimating Recurrence Risk
For single gene diseases, the recurrence risk is easy
to calculate.
For polygenic diseases, the recurrence risk must be
derived empirically (i.e. from observations in large
samples).
Empiric risk of cleft palate
Relationship Recurrence Risk
General population 0.1%
First cousin 0.3%
Niece or nephew 0.8%
Child 3.5%
Sibling 4.1%
Identical twin 40.0%
Recurrence risks
Recurrence risks
e.g. Cleft palate, PF=0.16%, h2=76%
??
RR=4%
1. If p is the frequency of a polygenic disease in the
population, the risk for first degree related individuals
is approximately the square root of p, f=√p. (PF=
0.1%-1%; h2= 70-80%)
2.Increase with the number of affected relatives
Recurrence risks
? ? ?
Family A Family B Family C
Family A Family B Family C RR < <
Recurrence Risk for Cleft Lip Depends on Family History
0 1 2
0 0.1 3 34
1 3 11 40
2 8 19 45
No. of
Siblings
Affected
No. of Parents
Affected
3.Increase with the severity of the condition
In multifactorial traits, the more severely affected the individual, the more genes he/she has to transmit, and the higher the recurrence risk.
Recurrence risks
TWO THRESHOLD DISEASES
4.In many multifactorial diseases the two sexes have different probabilities of being affected.
Pyloric stenosis occurs in about 1/200 newborn males but only in about 1/1000 newborn females. This means that there is a double threshold, one for females and one for males, with the female threshold farther from the mean than that for the male. However, since it takes more deleterious genes to create an affected female, she has more genes to pass on to the next generation. Her male offspring are at a relative high risk of being affected when compared to the population risk.
Identify the gene of polygenic disorder
Pedigree:
complex segregation analysis
Linkage analysis
Case---control
affected sib pair analysis
SNP association
GWAS( Genomic wide association analysis