BRCA1 and BRCA2 are two genes in humans, mutations of which are associated with
ID: 3064099 • Letter: B
Question
BRCA1 and BRCA2 are two genes in humans, mutations of which are associated with breast cancer. Of all females that carry mutations, 1/3 of them carry a mutation in the BRCA1 gene and 2/3 in the BRCA2 gene (suppose that nobody carries mutations in both genes). If the probability of developing cancer is 3/5 for women who carry a BRCA1 mutation and 1/5 for women who carry a BRCA2 mutation, what is the probability that a randomly chosen female who carries a mutation will develop breast cancer? (Enter your probability as a fraction.)
Explanation / Answer
In the problem a randomly chosen female who carries mutation can develop cancer either through BRCA1 gene or through BRCA2 gene.
Now, given that the probability of carring mutation in the BRCA1 Gene is 1/3.
So, P(BRCA1) = 1/3.
Similarly, from the problem P(BRCA2) = 2/3.
Also, the probability of developing cancer to women who carry a BRCA1 mutation is 3/5.
So, P(C|BRCA1) = 3/5.
Similarly, P(C|BRCA2) = 1/5.
So, from the theorem of total probability,
Probability of developing cancer to a randomly selected woman is
P(C) = P(C|BRCA1)*P(BRCA1) + P(C|BRCA2)*P(BRCA2) = (3/5)*(1/3) + (1/5)*(2/3) = (3/15) + (2/15) = 5/15 = 1/3.
Hence, the probability of developing breast cancer to a randomly chosen female who carries a mutation is 1/3.
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