Genetic diseases probability help

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In summary, the conversation discussed the transmission of genetic diseases and the probability of a woman being a carrier for such diseases. It was determined that the probability of a woman being a carrier is 0.5, and the probability of her passing the disease to her son is also 0.5. Using Bayes' Law, it was calculated that the probability of a woman being a carrier, given that she has one normal son, is 1. This means that it is highly likely that the woman is a carrier, but it is not a conclusive evidence.
  • #1
mirandasatterley
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Homework Statement



Some genetic diseases (e.g. hemophilia, muscular dystrophy) can be transmitted to the child only if the mother is a carrier; the father cannot transmit the disease to the child, even if he is a carrier. This type of disease affects only males, carrier females rarely
exhibit any symptoms. In some situations, it can be determined that the probability that
a woman is a carrier for the disease is 1/2 (for instance if the woman is the daughter of a
known carrier of the disease). The probability that she will pass this disease to a son is also 1/2 (since the disease cannot be passed from father to son). The birth of a normal son adds evidence, but certainly not conclusive evidence, that the mother is not carrier of the disease gene. What is the probability that a women is a carrier, given that she has one normal son?

Homework Equations



Pr(A/B) = Pr(AnB)
Pr(B)

The Attempt at a Solution



Let C - That a woman is a carrier for the disease.
Therefore, Pr(C) = 0.5

Let S - The probability that a woman passes the disease to her son
Therefore, Pr(S) = 0.5

So, the probability that the women is a carrier, given that she has one normal son(complement of S) would be:
Pr(C/S^c) = Pr(CnS^c) ,
Pr(S^c)
Where Pr(S^c) = 1- Pr(S) = 1-0.5 = 0.5

How is Pr(C n S^c) calculated?
 
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  • #2
First a few comments:
mirandasatterley said:
the father cannot transmit the disease to the child, even if he is a carrier
This was true in the past because males used to die before they could father a child. The daughters of male hemophiliacs are carriers, and may be female hemophiliacs if the mother is a carrier. The status of male offspring of male hemophiliacs depends solely on their mother.

The probability that she will pass this disease to a son is also 1/2 (since the disease cannot be passed from father to son).
You have the probability correct but not the reason. A female carrier has one normal and one defective X chromosome. The probability that she will pass the defective chromosome to anyone of her offspring is 50%.

What is the probability that a women is a carrier, given that she has one normal son?

Better stated as what is the probability that the daugher of a known carrier is also a carrier, given that ...

Let C - That a woman is a carrier for the disease.
Therefore, Pr(C) = 0.5

Let S - The probability that a woman passes the disease to her son
Therefore, Pr(S) = 0.5
This is a conditional probability. The probability that the woman passes the disease to her son is zero if she is not a carrier. Thus you should use Pr(S|C) rather than Pr(S).

So, the probability that the women is a carrier, given that she has one normal son(complement of S) would be:

Do you know Bayes' Law?
I will denote the birth of a normal son as ~S. Therefore you want to calculate the prior probability Pr(C|~S). Apply Bayes' Law.
 
  • #3
So, since the woman cannot pass on the disease if she doesn't have it:
Pr(S/C^c) = 0, and Pr(~S/C^c) = 0

If the woman has the disease,then the prob. that she has a son with the disease is:
Pr(S/C) = 0.50
And the prob. that she has a son without the disease is:
Pr(~S/C) = 1- 0.50 = 0.50

And if the probability that she passes it on is: Pr(C) = 0.50, then Pr(C^c) = 1- 0.5 = 0.50


According to Bayes' Law:

Pr(C/~S) = [Pr(Cn~S)] / [Pr(~S)]
= [Pr(~S/C) P(C)] / [Pr(~S/C) Pr(C) + Pr(~S/C^c) Pr(C^c)]
= [0.50 (0.50)] / [0.50(0.50) + 0(0.50)]
= 0.25/0.25
= 1
This answer doesn't make sense to me, but I can't see where I went wrong.
 
  • #4
mirandasatterley said:
This answer doesn't make sense to me, but I can't see where I went wrong.

Your mistake is in bold.

According to Bayes' Law:

Pr(C/~S) = [Pr(Cn~S)] / [Pr(~S)]
= [Pr(~S/C) P(C)] / [Pr(~S/C) Pr(C) + Pr(~S/C^c) Pr(C^c)]
= [0.50 (0.50)] / [0.50(0.50) + 0(0.50)]
= 0.25/0.25
= 1

The probability that a non-carrier mother will have a non-diseased son is not zero.
 
  • #5
Okay - it's 1 right?
Thank you for all of your help!
 

Related to Genetic diseases probability help

1. What is the likelihood of inheriting a genetic disease?

The likelihood of inheriting a genetic disease depends on various factors such as the type of disease, the mode of inheritance, and the presence of the disease in the family. In general, the probability of inheriting a genetic disease from one parent who carries the gene mutation is 50%. However, if both parents carry the gene mutation, the probability increases to 75%. It is important to consult a genetic counselor for a more accurate assessment of your risk.

2. Can genetic testing determine if I will develop a genetic disease?

Genetic testing can provide information about your risk of developing a genetic disease, but it cannot predict with certainty whether or not you will develop the disease in the future. The results of genetic testing can help you and your healthcare provider make informed decisions about your health and potential preventive measures.

3. How do environmental factors affect the likelihood of developing a genetic disease?

Environmental factors, such as lifestyle choices and exposure to certain substances, can interact with genetic factors and increase or decrease the likelihood of developing a genetic disease. For example, smoking can increase the risk of lung cancer in individuals with a genetic predisposition for the disease. It is important to maintain a healthy lifestyle and avoid harmful environmental exposures to reduce the risk of developing a genetic disease.

4. Can genetic diseases skip a generation?

Some genetic diseases can skip a generation if they are inherited in an autosomal recessive or X-linked recessive manner. This means that the gene mutation can be passed down from a carrier parent without causing the disease, but can be passed on to their children who may develop the disease. However, autosomal dominant genetic diseases do not skip generations, as the gene mutation is always expressed in individuals who inherit it.

5. Is there a cure for genetic diseases?

Currently, there is no cure for most genetic diseases. However, there are treatments available to manage symptoms and improve the quality of life for individuals with genetic diseases. Researchers are also working on developing gene therapies and other treatments to potentially cure genetic diseases in the future. Early detection and proper management are key in improving outcomes for individuals with genetic diseases.

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