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AIM:
How can we measure
  the evolution of
   populations?

Warm – up: List the 5
  factors in which
evolution can occur
Populations & Gene Pools
Populations & Gene Pools
• Concepts
  – a population is a localized group of
    interbreeding individuals
  – gene pool is collection of alleles in the
    population
     • remember difference between alleles & genes!
  – allele frequency is how common is that allele
    in the population
     • how many A vs. a in whole population
Evolution of Populations
Evolution of Populations
• Evolution = change in allele frequencies
  in a population
  – hypothetical: what conditions would cause
    allele frequencies to not change?
  – non-evolving population
     REMOVE all agents of evolutionary change
     1. very large population size (no genetic drift)
     2. no migration (no gene flow in or out)
     3. no mutation (no genetic change)
     4. random mating (no sexual selection)
     5. no natural selection (everyone is equally fit)
Hardy-Weinberg Equilibrium




   G.H. Hardy           W. Weinberg
mathematician           physician
Hardy-Weinberg Equilibrium
   • Hypothetical, non-evolving population
      – preserves allele frequencies
   • Serves as a model (null hypothesis)
      – natural populations rarely in H-W equilibrium
      – useful model to measure if forces are acting on a
        population
         • measuring evolutionary change




   G.H. Hardy                               W. Weinberg
mathematician                               physician
Hardy-Weinberg Theorem




     BB    Bb     bb
Hardy-Weinberg Theorem
• Counting Alleles




            BB       Bb   bb
Hardy-Weinberg Theorem
• Counting Alleles
  – assume 2 alleles = B, b




             BB          Bb   bb
Hardy-Weinberg Theorem
• Counting Alleles
  – assume 2 alleles = B, b
  – frequency of dominant allele (B) = p




              BB          Bb          bb
Hardy-Weinberg Theorem
• Counting Alleles
  – assume 2 alleles = B, b
  – frequency of dominant allele (B) = p
  – frequency of recessive allele (b) = q



              BB          Bb           bb
Hardy-Weinberg Theorem
• Counting Alleles
  – assume 2 alleles = B, b
  – frequency of dominant allele (B) = p
  – frequency of recessive allele (b) = q
     • frequencies must add to 1 (100%), so:


               BB           Bb            bb
Hardy-Weinberg Theorem
• Counting Alleles
  – assume 2 alleles = B, b
  – frequency of dominant allele (B) = p
  – frequency of recessive allele (b) = q
     • frequencies must add to 1 (100%), so:
                        p+q=1
               BB           Bb            bb
Hardy-Weinberg Theorem




     BB    Bb     bb
Hardy-Weinberg Theorem
• Counting Individuals




            BB           Bb   bb
Hardy-Weinberg Theorem
• Counting Individuals
  – frequency of homozygous dominant: p x p = p2




            BB           Bb           bb
Hardy-Weinberg Theorem
• Counting Individuals
  – frequency of homozygous dominant: p x p = p2
  – frequency of homozygous recessive: q x q = q2




            BB           Bb            bb
Hardy-Weinberg Theorem
• Counting Individuals
  – frequency of homozygous dominant: p x p = p2
  – frequency of homozygous recessive: q x q = q2
  – frequency of heterozygotes: (p x q) + (q x p) = 2pq




             BB            Bb            bb
Hardy-Weinberg Theorem
• Counting Individuals
  – frequency of homozygous dominant: p x p = p2
  – frequency of homozygous recessive: q x q = q2
  – frequency of heterozygotes: (p x q) + (q x p) = 2pq
     • frequencies of all individuals must add to 1 (100%), so:




              BB               Bb               bb
Hardy-Weinberg Theorem
• Counting Individuals
  – frequency of homozygous dominant: p x p = p2
  – frequency of homozygous recessive: q x q = q2
  – frequency of heterozygotes: (p x q) + (q x p) = 2pq
     • frequencies of all individuals must add to 1 (100%), so:

                        p2 + 2pq + q2 = 1

              BB               Bb               bb
H-W Formulas




BB    Bb       bb
H-W Formulas
• Alleles:        p+q=1




             BB      Bb     bb
H-W Formulas
• Alleles:        p+q=1
                   B




             BB        Bb   bb
H-W Formulas
• Alleles:        p+q=1
                     B   b



• Individuals:    p2 + 2pq + q2 = 1


             BB          Bb           bb
H-W Formulas
• Alleles:        p+q=1
                     B   b



• Individuals:    p2 + 2pq + q2 = 1
                    BB

             BB          Bb           bb
H-W Formulas
• Alleles:        p+q=1
                     B   b



• Individuals:    p2 + 2pq + q2 = 1
                    BB          bb

             BB          Bb           bb
H-W Formulas
• Alleles:        p+q=1
                     B   b



• Individuals:    p2 + 2pq + q2 = 1
                    BB    Bb    bb

             BB          Bb           bb
Using Hardy-Weinberg Equation




        BB     Bb     bb
Using Hardy-Weinberg Equation
 population:
 100 cats
 84 black, 16 white
 How many of each
 genotype?



            BB        Bb   bb
Using Hardy-Weinberg Equation
 population:
 100 cats                   q2 (bb): 16/100 = .
 84 black, 16 white           16
 How many of each           q (b): √.16 = 0.4
 genotype?
                            p (B): 1 - 0.4 = 0.6


            BB         Bb           bb




  What are the genotype frequencies?
Using Hardy-Weinberg Equation
 population:
 100 cats                    q2 (bb): 16/100 = .
 84 black, 16 white            16
 How many of each            q (b): √.16 = 0.4
 genotype?
                             p (B): 1 - 0.4 = 0.6


            BB          Bb           bb




  Must are the population is in H-W equilibrium!
  What assume genotype frequencies?
Using Hardy-Weinberg Equation
 population:
 100 cats                    q2 (bb): 16/100 = .
 84 black, 16 white            16
 How many of each            q (b): √.16 = 0.4
 genotype?
                             p (B): 1 - 0.4 = 0.6
        p2=.36
             BB         Bb           bb




  Must are the population is in H-W equilibrium!
  What assume genotype frequencies?
Using Hardy-Weinberg Equation
 population:
 100 cats                    q2 (bb): 16/100 = .
 84 black, 16 white            16
 How many of each            q (b): √.16 = 0.4
 genotype?
                             p (B): 1 - 0.4 = 0.6
        p2=.36     2pq=.48
             BB         Bb           bb




  Must are the population is in H-W equilibrium!
  What assume genotype frequencies?
Using Hardy-Weinberg Equation
 population:
 100 cats                    q2 (bb): 16/100 = .
 84 black, 16 white            16
 How many of each            q (b): √.16 = 0.4
 genotype?
                             p (B): 1 - 0.4 = 0.6
        p2=.36     2pq=.48      q2=.16
             BB         Bb           bb




  Must are the population is in H-W equilibrium!
  What assume genotype frequencies?
Using Hardy-Weinberg Equation
                  p2=.36    2pq=.48   q2=.16
Assuming               BB       Bb        bb
H-W equilibrium
Using Hardy-Weinberg Equation
                  p2=.36    2pq=.48   q2=.16
Assuming               BB       Bb        bb
H-W equilibrium
Null hypothesis
Using Hardy-Weinberg Equation
                  p2=.36    2pq=.48   q2=.16
Assuming               BB       Bb        bb
H-W equilibrium
Null hypothesis



                       BB       Bb        bb
Using Hardy-Weinberg Equation
                  p2=.36    2pq=.48   q2=.16
Assuming               BB       Bb        bb
H-W equilibrium
Null hypothesis



                       BB       Bb        bb
Sampled data
Using Hardy-Weinberg Equation
                    p2=.36    2pq=.48   q2=.16
Assuming                 BB       Bb        bb
H-W equilibrium
Null hypothesis


                    p2=.74    2pq=.10   q2=.16
                         BB       Bb         bb
Sampled data
How do you
explain the data?
Using Hardy-Weinberg Equation
                    p2=.36    2pq=.48   q2=.16
Assuming                 BB       Bb        bb
H-W equilibrium
Null hypothesis


                    p2=.20
                      =.74    2pq=.64
                              2pq=.10   q2=.16
                         BB       Bb         bb
Sampled data
How do you
explain the data?
Application of H-W Principle
Application of H-W Principle
• Sickle cell anemia
Application of H-W Principle
• Sickle cell anemia
  – inherit a mutation in gene coding for
    hemoglobin
Application of H-W Principle
• Sickle cell anemia
  – inherit a mutation in gene coding for
    hemoglobin
     • oxygen-carrying blood protein
Application of H-W Principle
• Sickle cell anemia
  – inherit a mutation in gene coding for
    hemoglobin
     • oxygen-carrying blood protein
     • recessive allele = HsHs
Application of H-W Principle
• Sickle cell anemia
  – inherit a mutation in gene coding for
    hemoglobin
     • oxygen-carrying blood protein
     • recessive allele = HsHs
        – normal allele = Hb
Application of H-W Principle
• Sickle cell anemia
  – inherit a mutation in gene coding for
    hemoglobin
     • oxygen-carrying blood protein
     • recessive allele = HsHs
        – normal allele = Hb
  – low oxygen levels causes
    RBC to sickle
Application of H-W Principle
• Sickle cell anemia
  – inherit a mutation in gene coding for
    hemoglobin
     • oxygen-carrying blood protein
     • recessive allele = HsHs
        – normal allele = Hb
  – low oxygen levels causes
    RBC to sickle
     • breakdown of RBC
Application of H-W Principle
• Sickle cell anemia
  – inherit a mutation in gene coding for
    hemoglobin
     • oxygen-carrying blood protein
     • recessive allele = HsHs
        – normal allele = Hb
  – low oxygen levels causes
    RBC to sickle
     • breakdown of RBC
     • clogging small blood vessels
Application of H-W Principle
• Sickle cell anemia
  – inherit a mutation in gene coding for
    hemoglobin
     • oxygen-carrying blood protein
     • recessive allele = HsHs
        – normal allele = Hb
  – low oxygen levels causes
    RBC to sickle
     • breakdown of RBC
     • clogging small blood vessels
     • damage to organs
Application of H-W Principle
• Sickle cell anemia
  – inherit a mutation in gene coding for
    hemoglobin
     • oxygen-carrying blood protein
     • recessive allele = HsHs
        – normal allele = Hb
  – low oxygen levels causes
    RBC to sickle
     • breakdown of RBC
     • clogging small blood vessels
     • damage to organs
  – often lethal
Sickle cell Frequency
Sickle cell Frequency
• High frequency of heterozygotes
  – 1 in 5 in Central Africans = HbHs
  – unusual for allele with severe
    detrimental effects in homozygotes
     • 1 in 100 = HsHs
     • usually die before reproductive age

 Why is the Hs allele maintained at such high
 levels in African populations?
Sickle cell Frequency
• High frequency of heterozygotes
  – 1 in 5 in Central Africans = HbHs
  – unusual for allele with severe
    detrimental effects in homozygotes
     • 1 in 100 = HsHs
     • usually die before reproductive age

 Why is the Hs allele maintained at such high
 levels in African populations?

 Suggests some selective advantage of
 being heterozygous…
Malaria


1




    2


        3
Malaria eukaryote parasite
             Single-celled
             (Plasmodium) spends part of its
             life cycle in red blood cells



1




    2


        3
Malaria eukaryote parasite
             Single-celled
             (Plasmodium) spends part of its
             life cycle in red blood cells



1




    2


        3
Malaria eukaryote parasite
             Single-celled
             (Plasmodium) spends part of its
             life cycle in red blood cells



1




    2


        3
Malaria eukaryote parasite
             Single-celled
             (Plasmodium) spends part of its
             life cycle in red blood cells



1




    2


        3
Heterozygote Advantage




           Frequency of sickle cell allele &
           distribution of malaria
Heterozygote Advantage
• In tropical Africa, where malaria is common:




                          Frequency of sickle cell allele &
                          distribution of malaria
Heterozygote Advantage
• In tropical Africa, where malaria is common:
  – homozygous dominant (normal) die of malaria: HbHb




                            Frequency of sickle cell allele &
                            distribution of malaria
Heterozygote Advantage
• In tropical Africa, where malaria is common:
  – homozygous dominant (normal) die of malaria: HbHb
  – homozygous recessive die of sickle cell anemia: HsHs




                            Frequency of sickle cell allele &
                            distribution of malaria
Heterozygote Advantage
• In tropical Africa, where malaria is common:
  – homozygous dominant (normal) die of malaria: HbHb
  – homozygous recessive die of sickle cell anemia: HsHs
  – heterozygote carriers are relatively free of both: HbHs




                              Frequency of sickle cell allele &
                              distribution of malaria
Heterozygote Advantage
   • In tropical Africa, where malaria is common:
      – homozygous dominant (normal) die of malaria: HbHb
      – homozygous recessive die of sickle cell anemia: HsHs
      – heterozygote carriers are relatively free of both: HbHs
         • survive more, more common in population

Hypothesis:
In malaria-infected
cells, the O2 level is
lowered enough to
cause sickling which
kills the cell &
destroys the parasite.
                                  Frequency of sickle cell allele &
                                  distribution of malaria
Any Questions??

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1.7

  • 1. AIM: How can we measure the evolution of populations? Warm – up: List the 5 factors in which evolution can occur
  • 3. Populations & Gene Pools • Concepts – a population is a localized group of interbreeding individuals – gene pool is collection of alleles in the population • remember difference between alleles & genes! – allele frequency is how common is that allele in the population • how many A vs. a in whole population
  • 5. Evolution of Populations • Evolution = change in allele frequencies in a population – hypothetical: what conditions would cause allele frequencies to not change? – non-evolving population REMOVE all agents of evolutionary change 1. very large population size (no genetic drift) 2. no migration (no gene flow in or out) 3. no mutation (no genetic change) 4. random mating (no sexual selection) 5. no natural selection (everyone is equally fit)
  • 6. Hardy-Weinberg Equilibrium G.H. Hardy W. Weinberg mathematician physician
  • 7. Hardy-Weinberg Equilibrium • Hypothetical, non-evolving population – preserves allele frequencies • Serves as a model (null hypothesis) – natural populations rarely in H-W equilibrium – useful model to measure if forces are acting on a population • measuring evolutionary change G.H. Hardy W. Weinberg mathematician physician
  • 10. Hardy-Weinberg Theorem • Counting Alleles – assume 2 alleles = B, b BB Bb bb
  • 11. Hardy-Weinberg Theorem • Counting Alleles – assume 2 alleles = B, b – frequency of dominant allele (B) = p BB Bb bb
  • 12. Hardy-Weinberg Theorem • Counting Alleles – assume 2 alleles = B, b – frequency of dominant allele (B) = p – frequency of recessive allele (b) = q BB Bb bb
  • 13. Hardy-Weinberg Theorem • Counting Alleles – assume 2 alleles = B, b – frequency of dominant allele (B) = p – frequency of recessive allele (b) = q • frequencies must add to 1 (100%), so: BB Bb bb
  • 14. Hardy-Weinberg Theorem • Counting Alleles – assume 2 alleles = B, b – frequency of dominant allele (B) = p – frequency of recessive allele (b) = q • frequencies must add to 1 (100%), so: p+q=1 BB Bb bb
  • 16. Hardy-Weinberg Theorem • Counting Individuals BB Bb bb
  • 17. Hardy-Weinberg Theorem • Counting Individuals – frequency of homozygous dominant: p x p = p2 BB Bb bb
  • 18. Hardy-Weinberg Theorem • Counting Individuals – frequency of homozygous dominant: p x p = p2 – frequency of homozygous recessive: q x q = q2 BB Bb bb
  • 19. Hardy-Weinberg Theorem • Counting Individuals – frequency of homozygous dominant: p x p = p2 – frequency of homozygous recessive: q x q = q2 – frequency of heterozygotes: (p x q) + (q x p) = 2pq BB Bb bb
  • 20. Hardy-Weinberg Theorem • Counting Individuals – frequency of homozygous dominant: p x p = p2 – frequency of homozygous recessive: q x q = q2 – frequency of heterozygotes: (p x q) + (q x p) = 2pq • frequencies of all individuals must add to 1 (100%), so: BB Bb bb
  • 21. Hardy-Weinberg Theorem • Counting Individuals – frequency of homozygous dominant: p x p = p2 – frequency of homozygous recessive: q x q = q2 – frequency of heterozygotes: (p x q) + (q x p) = 2pq • frequencies of all individuals must add to 1 (100%), so: p2 + 2pq + q2 = 1 BB Bb bb
  • 23. H-W Formulas • Alleles: p+q=1 BB Bb bb
  • 24. H-W Formulas • Alleles: p+q=1 B BB Bb bb
  • 25. H-W Formulas • Alleles: p+q=1 B b • Individuals: p2 + 2pq + q2 = 1 BB Bb bb
  • 26. H-W Formulas • Alleles: p+q=1 B b • Individuals: p2 + 2pq + q2 = 1 BB BB Bb bb
  • 27. H-W Formulas • Alleles: p+q=1 B b • Individuals: p2 + 2pq + q2 = 1 BB bb BB Bb bb
  • 28. H-W Formulas • Alleles: p+q=1 B b • Individuals: p2 + 2pq + q2 = 1 BB Bb bb BB Bb bb
  • 30. Using Hardy-Weinberg Equation population: 100 cats 84 black, 16 white How many of each genotype? BB Bb bb
  • 31. Using Hardy-Weinberg Equation population: 100 cats q2 (bb): 16/100 = . 84 black, 16 white 16 How many of each q (b): √.16 = 0.4 genotype? p (B): 1 - 0.4 = 0.6 BB Bb bb What are the genotype frequencies?
  • 32. Using Hardy-Weinberg Equation population: 100 cats q2 (bb): 16/100 = . 84 black, 16 white 16 How many of each q (b): √.16 = 0.4 genotype? p (B): 1 - 0.4 = 0.6 BB Bb bb Must are the population is in H-W equilibrium! What assume genotype frequencies?
  • 33. Using Hardy-Weinberg Equation population: 100 cats q2 (bb): 16/100 = . 84 black, 16 white 16 How many of each q (b): √.16 = 0.4 genotype? p (B): 1 - 0.4 = 0.6 p2=.36 BB Bb bb Must are the population is in H-W equilibrium! What assume genotype frequencies?
  • 34. Using Hardy-Weinberg Equation population: 100 cats q2 (bb): 16/100 = . 84 black, 16 white 16 How many of each q (b): √.16 = 0.4 genotype? p (B): 1 - 0.4 = 0.6 p2=.36 2pq=.48 BB Bb bb Must are the population is in H-W equilibrium! What assume genotype frequencies?
  • 35. Using Hardy-Weinberg Equation population: 100 cats q2 (bb): 16/100 = . 84 black, 16 white 16 How many of each q (b): √.16 = 0.4 genotype? p (B): 1 - 0.4 = 0.6 p2=.36 2pq=.48 q2=.16 BB Bb bb Must are the population is in H-W equilibrium! What assume genotype frequencies?
  • 36. Using Hardy-Weinberg Equation p2=.36 2pq=.48 q2=.16 Assuming BB Bb bb H-W equilibrium
  • 37. Using Hardy-Weinberg Equation p2=.36 2pq=.48 q2=.16 Assuming BB Bb bb H-W equilibrium Null hypothesis
  • 38. Using Hardy-Weinberg Equation p2=.36 2pq=.48 q2=.16 Assuming BB Bb bb H-W equilibrium Null hypothesis BB Bb bb
  • 39. Using Hardy-Weinberg Equation p2=.36 2pq=.48 q2=.16 Assuming BB Bb bb H-W equilibrium Null hypothesis BB Bb bb Sampled data
  • 40. Using Hardy-Weinberg Equation p2=.36 2pq=.48 q2=.16 Assuming BB Bb bb H-W equilibrium Null hypothesis p2=.74 2pq=.10 q2=.16 BB Bb bb Sampled data How do you explain the data?
  • 41. Using Hardy-Weinberg Equation p2=.36 2pq=.48 q2=.16 Assuming BB Bb bb H-W equilibrium Null hypothesis p2=.20 =.74 2pq=.64 2pq=.10 q2=.16 BB Bb bb Sampled data How do you explain the data?
  • 42. Application of H-W Principle
  • 43. Application of H-W Principle • Sickle cell anemia
  • 44. Application of H-W Principle • Sickle cell anemia – inherit a mutation in gene coding for hemoglobin
  • 45. Application of H-W Principle • Sickle cell anemia – inherit a mutation in gene coding for hemoglobin • oxygen-carrying blood protein
  • 46. Application of H-W Principle • Sickle cell anemia – inherit a mutation in gene coding for hemoglobin • oxygen-carrying blood protein • recessive allele = HsHs
  • 47. Application of H-W Principle • Sickle cell anemia – inherit a mutation in gene coding for hemoglobin • oxygen-carrying blood protein • recessive allele = HsHs – normal allele = Hb
  • 48. Application of H-W Principle • Sickle cell anemia – inherit a mutation in gene coding for hemoglobin • oxygen-carrying blood protein • recessive allele = HsHs – normal allele = Hb – low oxygen levels causes RBC to sickle
  • 49. Application of H-W Principle • Sickle cell anemia – inherit a mutation in gene coding for hemoglobin • oxygen-carrying blood protein • recessive allele = HsHs – normal allele = Hb – low oxygen levels causes RBC to sickle • breakdown of RBC
  • 50. Application of H-W Principle • Sickle cell anemia – inherit a mutation in gene coding for hemoglobin • oxygen-carrying blood protein • recessive allele = HsHs – normal allele = Hb – low oxygen levels causes RBC to sickle • breakdown of RBC • clogging small blood vessels
  • 51. Application of H-W Principle • Sickle cell anemia – inherit a mutation in gene coding for hemoglobin • oxygen-carrying blood protein • recessive allele = HsHs – normal allele = Hb – low oxygen levels causes RBC to sickle • breakdown of RBC • clogging small blood vessels • damage to organs
  • 52. Application of H-W Principle • Sickle cell anemia – inherit a mutation in gene coding for hemoglobin • oxygen-carrying blood protein • recessive allele = HsHs – normal allele = Hb – low oxygen levels causes RBC to sickle • breakdown of RBC • clogging small blood vessels • damage to organs – often lethal
  • 54. Sickle cell Frequency • High frequency of heterozygotes – 1 in 5 in Central Africans = HbHs – unusual for allele with severe detrimental effects in homozygotes • 1 in 100 = HsHs • usually die before reproductive age Why is the Hs allele maintained at such high levels in African populations?
  • 55. Sickle cell Frequency • High frequency of heterozygotes – 1 in 5 in Central Africans = HbHs – unusual for allele with severe detrimental effects in homozygotes • 1 in 100 = HsHs • usually die before reproductive age Why is the Hs allele maintained at such high levels in African populations? Suggests some selective advantage of being heterozygous…
  • 56. Malaria 1 2 3
  • 57. Malaria eukaryote parasite Single-celled (Plasmodium) spends part of its life cycle in red blood cells 1 2 3
  • 58. Malaria eukaryote parasite Single-celled (Plasmodium) spends part of its life cycle in red blood cells 1 2 3
  • 59. Malaria eukaryote parasite Single-celled (Plasmodium) spends part of its life cycle in red blood cells 1 2 3
  • 60. Malaria eukaryote parasite Single-celled (Plasmodium) spends part of its life cycle in red blood cells 1 2 3
  • 61. Heterozygote Advantage Frequency of sickle cell allele & distribution of malaria
  • 62. Heterozygote Advantage • In tropical Africa, where malaria is common: Frequency of sickle cell allele & distribution of malaria
  • 63. Heterozygote Advantage • In tropical Africa, where malaria is common: – homozygous dominant (normal) die of malaria: HbHb Frequency of sickle cell allele & distribution of malaria
  • 64. Heterozygote Advantage • In tropical Africa, where malaria is common: – homozygous dominant (normal) die of malaria: HbHb – homozygous recessive die of sickle cell anemia: HsHs Frequency of sickle cell allele & distribution of malaria
  • 65. Heterozygote Advantage • In tropical Africa, where malaria is common: – homozygous dominant (normal) die of malaria: HbHb – homozygous recessive die of sickle cell anemia: HsHs – heterozygote carriers are relatively free of both: HbHs Frequency of sickle cell allele & distribution of malaria
  • 66. Heterozygote Advantage • In tropical Africa, where malaria is common: – homozygous dominant (normal) die of malaria: HbHb – homozygous recessive die of sickle cell anemia: HsHs – heterozygote carriers are relatively free of both: HbHs • survive more, more common in population Hypothesis: In malaria-infected cells, the O2 level is lowered enough to cause sickling which kills the cell & destroys the parasite. Frequency of sickle cell allele & distribution of malaria
  • 67.