genome-wide association study (gwas) of skin...

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Skin Color in Human Evolution Alan R. Rogers April 17, 2015 1 / 26 Cape Verde Islands A good place to study genetic variation in skin color. 2 / 26 Why Cape Verde is ideal Population is close to a 50:50 mixture of African and European ancestry. Lots of variation at loci that differ between the continents. African Americans (dotted lines) are much more African. 3 / 26 4 / 26 Genome-wide association study (GWAS) of skin color GWAS: look for loci associated with skin color Beleza et al (2013). 5 / 26 Skin color varies with African Ancestry Colors indicate the various islands. 6 / 26

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Page 1: Genome-wide association study (GWAS) of skin colorcontent.csbs.utah.edu/~rogers/ant4234/lectures/skincolor-2x3.pdf · Skin Color in Human Evolution Alan R. Rogers April 17, 2015 1/26

Skin Color in Human Evolution

Alan R. Rogers

April 17, 2015

1 / 26

Cape Verde Islands

A good place tostudy geneticvariation in skincolor.

2 / 26

Why Cape Verde is ideal

Population is close to a 50:50mixture of African and Europeanancestry.

Lots of variation at loci thatdiffer between the continents.

African Americans (dotted lines)are much more African.

3 / 26 4 / 26

Genome-wide association study (GWAS) of skin color

I GWAS: look for lociassociated with skin color

I Beleza et al (2013).

5 / 26

Skin color varies with AfricanAncestry

Colors indicate the variousislands.

6 / 26

Page 2: Genome-wide association study (GWAS) of skin colorcontent.csbs.utah.edu/~rogers/ant4234/lectures/skincolor-2x3.pdf · Skin Color in Human Evolution Alan R. Rogers April 17, 2015 1/26

Locus SLC24A5 affects skin color

7 / 26

3 other loci pop out after adjusting for SLC24A5

8 / 26

Locus HERC2 affects eye color

9 / 26

SLC24A5 affects eyes as well as skin

10 / 26

How these genes work

Mutant forms of SLC45A2 and SLC24A5 are expressed in pigmentcells and reduce synthesis of melanin.

The other mutations seem to be in regulatory regions upstreamfrom genes that affect skin color.

11 / 26

Geographic distribution of derived alleles

12 / 26

Page 3: Genome-wide association study (GWAS) of skin colorcontent.csbs.utah.edu/~rogers/ant4234/lectures/skincolor-2x3.pdf · Skin Color in Human Evolution Alan R. Rogers April 17, 2015 1/26

Missing heritability

13 / 26

La Brana, a 7000-y-old Mesolithic European

14 / 26

Mesolithic Europeans: dark skin & blue eyes

Dark skin: Ancestral (dark-skin)allele at SLC45A2, SLC24A5,MC1R, TYR and KITLG. Derived(light-skin) alleles at TYRP1,ASIP and IRF4.

Blue eyes: Derived (blue-eye)allele at HERC2.

15 / 26

Ancestral variants around SLC45A2

Key: Blue, ancestral; red, derived.

16 / 26

Ancestral variants around SLC24A5

Key: Blue, ancestral; red, derived.

17 / 26

Study of Berg and Coop (2014)

I GWAS (Beleza et al 2013) provides a list of alleles that affectskin color and estimates magnitude of these effects.

I My “genetic skin color” is the sum of effects of my skin-coloralleles.

I Not necessarily the same as my real skin color.

I Do skin-color alleles vary in the same way as non-functionalDNA? If not, the data will tell us about selection.

18 / 26

Page 4: Genome-wide association study (GWAS) of skin colorcontent.csbs.utah.edu/~rogers/ant4234/lectures/skincolor-2x3.pdf · Skin Color in Human Evolution Alan R. Rogers April 17, 2015 1/26

Genetic stature responds to variation in climate

19 / 26

Genetic skin color varies with latitude

Dark skin in lowlatitudes.

Light skin in highlatitudes.

Why do Asianscarry alleles for darkskin?

They evolved lightskin independently,using differentalleles.

20 / 26

Skin color does not evolve neutrally

Histogram shows distribution of a test statistic with neutral DNA.Red arrow shows value for skin-color alleles.

21 / 26

The signal of selection is mainly in LD

Left, variation within loci; right, associations among loci (LD).

We need to look at associations among loci.

22 / 26

Study of Mathieson et al 2015

I DNA from 83 ancient Europeans.

I Track changes in allele frequencies over time.

23 / 26

History of evolution in Europe

Eye color Blue eyes early; brown with Neolithic; blue comes back4 kya.

Skin color Dark early; lighter with Neolithic; lighter still 4 kya.

24 / 26

Page 5: Genome-wide association study (GWAS) of skin colorcontent.csbs.utah.edu/~rogers/ant4234/lectures/skincolor-2x3.pdf · Skin Color in Human Evolution Alan R. Rogers April 17, 2015 1/26

Graphical summary

IBS, Spain; Ceu,Northern Europe.

25 / 26

Summary

I A small number of loci accounts for about half the geneticvariance in skin color.

I The rest—presumably many loci with individually-smalleffects.

I Asians and Europeans evolved light skin independently.

I The signal of selection is mainly in associations among loci(LD).

I Mesolithic Europeans had blue eyes; brown eyes arrived withthe Neolithic; then blue again in 4 kya.

I Mesolithic Europeans had dark skin; got lighter duringNeolithic and lighter still about 4 kya.

26 / 26