Bloody Problem

Aaron has blood type A A , Belle has blood type B B , and their 4 children have blood types O , A , B , A B O, A, B, AB . This is possible because the genotypes of the parents are A O AO and B O BO , and their children each receive one random genotype from each parent, resulting in genotypes O O , A O , B O , A B OO, AO, BO, AB . See ABO blood group system for more info.

Aaron's family lives in Mathville. In the population, 32 % 32\text{\%} have blood type A A and 4 % 4\text{\%} have blood type A B AB . The ratio of blood type is stable , meaning the blood type ratios are expected to stay the same from generation to generation. Specifically, the probability a newborn has a certain blood type from 2 random individuals is equal to the population percentage of that blood type.

What is the percentage of population having blood type O O (rounded to the nearest integer)?


The answer is 49.

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2 solutions

Albert Yiyi
Aug 11, 2018

it is easier to work with ratio of alleles (gene). let the ratio of alleles A , B , O A,B,O be α , β , ω \alpha,\beta,\omega . every new born receive 2 random alleles from this gene pool. so the probability of newborn of each genotype is P ( O O ) = ω 2 P ( A O ) = 2 α ω P ( B O ) = 2 β ω P ( A A ) = α 2 P ( B B ) = β 2 P ( A B ) = 2 α β total = ( ω + α + β ) 2 = 1 \begin{aligned} P(OO) &= \omega^2 \\ P(AO) &= 2 \alpha \omega \\ P(BO) &= 2 \beta \omega \\ P(AA) &= \alpha^2 \\ P(BB) &= \beta^2 \\ P(AB) &= 2 \alpha \beta \\ \text{total} &= (\omega + \alpha + \beta)^2 = 1 \end{aligned}

since the ratio is "stable", the probabilities of newborn with blood type A , A B A, AB are 0.32 , 0.04 0.32, 0.04 respectively. P ( A ) = P ( A A ) + P ( A O ) = α 2 + 2 α ω = 0.32 ( 1 ) P ( A B ) = 2 α β = 0.04 ( 2 ) α + β + ω = 1.00 ( 3 ) 2 α × ( 3 ) ( 2 ) ( 1 ) , α 2 = 2 α 0.36 α = 0.2 or 1.8 (rejected) β = 0.1 ω = 0.7 P ( O O ) = 0.49 49 % \begin{aligned} P(A) = P(AA) + P(AO) = \alpha^2 + 2 \alpha \omega &= 0.32 --(1) \\ P(AB) = \quad \quad \ 2 \alpha \beta &= 0.04 --(2) \\ \alpha + \beta + \omega &= 1.00 --(3) \\ \\ 2 \alpha \times (3) - (2) - (1) , \quad \alpha^2 &= 2 \alpha - 0.36 \\ \alpha &= 0.2 \text{ or } 1.8 \text{ (rejected) } \\ \beta &= 0.1 \\ \omega &= 0.7 \\ P(OO) &= 0.49 \\ \therefore 49 \text{\%} \end{aligned}

I don't know this can be so mathematical, excellent solution!

Kelvin Hong - 2 years, 9 months ago

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thanks! glad you like it.

albert yiyi - 2 years, 9 months ago

Very nice!

Vlad Alexandru - 2 years, 9 months ago

I don't get what you did in these rows with -(1), -(2)... etc. What these numbers represent. Can you explain in more detail.

Stanko Aksentijevic - 2 years, 9 months ago

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its naming the equations.

(1) means first equation

(2) means second equation

(1)-(2) means subtract (2) from (1)

something like this: simultaneous equations

albert yiyi - 2 years, 9 months ago

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Oh, it is just a notation. I haven't realized it. Thanks!

Stanko Aksentijevic - 2 years, 9 months ago

Why is the porbability P(OA) = 2 ALPHA BETA?

Vaibhav Raj Kukreja - 2 years, 9 months ago

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its P ( A B ) = 2 α β P(AB) = 2\alpha \beta

thats because its AB or BA α β + β α \implies \alpha \beta+\beta \alpha

albert yiyi - 2 years, 9 months ago

Nice problem, I would like to see more "applied mathematics" like this on Brilliant. My solution is a bit longer since it's based in probabilities of certain blood group and yields the value 49.12 % 49.12\% or 307 625 . \dfrac{307}{625}. I'm wondering whose solution is more accurate ie. which method is more rigorous relative to genetics.

Uros Stojkovic - 2 years, 9 months ago

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how did u arrive this solution? the answer was intended to be 49.00% exact

mind if u share your solution? im interested to see.

albert yiyi - 2 years, 9 months ago

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I will, just one thing confuses: if the solution is 49 exactly, why the problem says "rounded to the nearest integer"?

Uros Stojkovic - 2 years, 9 months ago

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@Uros Stojkovic to trick them into submit the wrong answer, if they did the wrong one ; )

albert yiyi - 2 years, 9 months ago

I think you might have a small rounding error. The precise answer can only be 49% as proven by the solution.

Malcolm Rich - 2 years, 9 months ago

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It wasn't a rounding error, it was a small mistake in my final calculations. I figured out my mistake shortly after I posted this comment. Take a look at my solution to see that analysis at the combined blood group level isn't at all a computational nightmare as you think.

Uros Stojkovic - 2 years, 9 months ago

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@Uros Stojkovic I see that the stable environment can be collapsed into the quadratic equation that unravels the solution. But it's certainly not as clean which is always the aim in mathematics.

That said, well done for solving it that way.

Malcolm Rich - 2 years, 9 months ago

i did a randommmmmmmmmmmmmmm guessssssssssssss

Didi Pikachiu - 2 years, 9 months ago

Very nice. So much easier addressing this at the allele level. Analysis at the combined blood group level is a computational nightmare that I figured out through a series of guesses that randomly led to the solution

Malcolm Rich - 2 years, 9 months ago

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thanks! the blood group trap was intentionally set up ;)

albert yiyi - 2 years, 9 months ago

Very cool. Can you explain why total is (a+b+w)^2?

Sashank Ganti - 2 years, 9 months ago

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total the 6 term and factorise them, u get ( α + β + ω ) 2 (\alpha+\beta+\omega)^2

alternatively, expand ( α + β + ω ) 2 (\alpha+\beta+\omega)^2 u get back the 6 terms

albert yiyi - 2 years, 9 months ago
Uros Stojkovic
Sep 4, 2018

We've been given the following information:

P ( A A ) + P ( A O ) = 0.32 = 8 25 P ( A B ) = 0.04 = 1 25 \begin{aligned} &P(AA)+P(AO) = 0.32 = \frac{8}{25} \\ &P(AB) = 0.04 = \frac{1}{25}\end{aligned}

Assuming that each person carries two alleles (allele is a variant of of a certain gene) and that the ratio of genotypes is stable , the probability that person has genotype X Y XY is equal to the product of the number of ways to arrange (XY) and probabilities of picking out X and Y, respectively. Assuming the stable ratio, probability of blood type A A AA is:

P ( A A ) = ( P ( A A ) + P ( A O ) 2 + P ( A B ) 2 ) 2 P(AA) = \left(P(AA) + \frac{P(AO)}{2} + \frac{P(AB)}{2}\right)^{2}

By substituting P ( A O ) P(AO) for 8 25 P ( A A ) \frac{8}{25} - P(AA) , we get quadratic equation of P ( A A ) P(AA) with solutions 1 25 \frac{1}{25} and 81 25 \frac{81}{25} , but we dismiss the latter because it's greater than 1. So, P ( A A ) = 1 25 . P(AA) = \frac{1}{25}.

Next, we write out the equation for P ( A B ) P(AB) :

P ( A B ) = 2 ( P ( A A ) + P ( A O ) 2 + P ( A B ) 2 ) ( P ( B B ) + P ( B O ) 2 + P ( A B ) 2 ) 4 50 = P ( B B ) + P ( B O ) 2 . \begin{aligned} P(AB) &= 2\cdot \left(P(AA) + \frac{P(AO)}{2} + \frac{P(AB)}{2}\right)\cdot \left(P(BB) + \frac{P(BO)}{2} + \frac{P(AB)}{2}\right) \\ \frac{4}{50} &= P(BB) + \frac{P(BO)}{2}. \end{aligned}

Then, we write out the equation for P ( B B ) P(BB) :

P ( B B ) = ( P ( B B ) + P ( B O ) 2 + P ( A B ) 2 ) 2 = ( 4 50 + 1 50 ) 2 = 1 100 \begin{aligned} P(BB) &= \left(P(BB) + \frac{P(BO)}{2} + \frac{P(AB)}{2}\right)^{2} \\ &= \left(\frac{4}{50} + \frac{1}{50}\right)^{2} = \frac{1}{100}\end{aligned}

It follows that B O = 7 50 BO = \dfrac{7}{50} , and finally P ( O O ) = 1 ( 8 25 + 1 25 + 7 50 + 1 100 ) = 49 100 = 49 % . P(OO) = 1 - \left(\dfrac{8}{25} + \dfrac{1}{25} + \dfrac{7}{50} + \dfrac{1}{100}\right) = \dfrac{49}{100} = \boxed{49\%}.

Note : One can show that this method is equivalent to @Albert Lau 's except it is carried out using ratios of blood types instead of alleles. For example, one can show that P ( O O ) = ω 2 P(OO) = \omega^{2} , where ω \omega is the frequency of allele O O . By definition:

ω = # of O alleles total # of alleles = 2 P ( O O ) N + P ( A O ) N + P ( B O ) N 2 N = P ( O O ) + P ( A O ) 2 + P ( B O ) 2 . \omega = \dfrac{\text{\# of O alleles}}{\text{total \# of alleles}} = \dfrac{2P(OO)\cdot N + P(AO)\cdot N + P(BO)\cdot N}{2N} = P(OO) + \dfrac{P(AO)}{2} + \dfrac{P(BO)}{2}.

Hence, P ( O O ) = ( P ( O O ) + P ( A O ) 2 + P ( B O ) 2 ) 2 = ω 2 P(OO) = \left(P(OO) + \frac{P(AO)}{2} + \frac{P(BO)}{2}\right)^{2} = \omega^{2}

wow! i feel sorry for asking you to type it out.

thanks for your awesome solution, seeing a different solution leading to the same answer makes me feel happy. (especially the other numbers on AA, BB, BO etc are the same)

albert yiyi - 2 years, 9 months ago

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Yeah, it was a bit tiring, but it helped me spot my mistake. I added here some things I haven't written down when I was solving to make it easier to follow my thoughts.

Uros Stojkovic - 2 years, 9 months ago

I managed to significantly shorten the solution. It's not that long and it's easier to follow now.

Uros Stojkovic - 2 years, 9 months ago

improve more

improve more - 2 years, 9 months ago

Can u pls tell what this '|' and that triangle like think represent???

Mr. India - 2 years, 9 months ago

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Sure. For example, P ( A B A A B B ) P(AB | AA \wedge BB) reads as probability that a child has A B AB blood type given that his/her parents have A A AA and B B BB blood type. Symbol "|" is common for Conditional probability , while symbol " \wedge " is used in logic and it means "and".

Uros Stojkovic - 2 years, 9 months ago

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Thanks uros

Mr. India - 2 years, 9 months ago

excellent! you might find report section interesting, some of the points you make are similar to mine.

report section

albert yiyi - 2 years, 9 months ago

I guessed and I got it correct :)

Ling Shu Wen - 2 years, 9 months ago

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