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19 20 21 22 X Y
We	inherit	one	copy	of	each	
chromosomal	pair	from	our	
mother	and	father	
	
1-22	Autosomes	
	
23rd	pair:	Sex	Chromosomes	
Our	Genome:	6	Billion	NucleoBdes/46	chromosomes/mtDNA	
Mitochondrial DNA
mtDNA (~16.5 Kb)
A single nucleotide polymorphism
(SNP)– an alteration at a single site
in the DNA– is the most frequent type
of variation in the genome. Currently,
over 100 million SNPs have been
identified in the human genome.
DNA microarray technology (SNP array)
is used to detect SNPs within a
population. SNP arrays are able to
detect millions of different SNPs on all
chromosomes in hundreds of samples in
a single experiment.
Genome-wide	Data:	Single	NucleoBde	Polymorphism	(SNP)
Genome-wide	Data:	RelaBonships	among	Present-Day	PopulaBons	
PCA	 Admixture	
Dendrogam	
or	
PopulaBon	
Tree	
Individual	
“Ancestry”	
ProporBons
Anatomically	Modern	Humans:	African	Origin	and	Global	Diaspora	
~60	Kya	
~3	Kya	
Hunter-Gatherer	Dispersals
Did Neolithic farmers genetically replace Hunter-gatherers?
•  9	homelands	of	agriculture	and	herding	(10.5	-	4.5	kya)	
•  Food	ProducGon	confers	enormous	advantage	to	farmers	over	
hunter-gatherers	
(Diamond	&	Bellwood	2003)
TradiBonal	View:	2	Major	Expansions	into	Europe	
7	kya	
•  First	anatomically	
modern	humans	(AMH)	
from	Africa	~45,000	
years	ago	
•  Neolithic	Farmers	from	
the	Near	East	beginning	
7,000-10,000	years	ago	
45	kya
Genome-wide	Data	Support	Europe	as	a	Mixture	of	Two	
PopulaBons	
Skoglund et al. (2012) Sikora et al. (2014)
Contemporary	
Samples
Hg	G	Hg	R	 Hg	I	
European	Y	Chromosomes:	Major	Haplogroups
R1b	clade:		Most	
common	paternal	
lineage	in	W.	Europe	
Hg	R1b	
M269	
P311	
M312	
U106	
L21	
U152	
SRY2627	
U198	
L23	
P107	L11	
L49	
*	
*	
*	
*	
L1	
L48	
M65	
M153	
M126	
M160	
L2	
L20	
L4	
M37	
M222	
P66	
*	
*	
*	
a	
a	
a	
b	
a	
b	
c	
c	
d	
1	 1	
3	
3	
4	
4	
5	
*	
1	
1	
2	
2
Europe:	The	Hg	R1b	Controversy	
Traditionally believed to be of Paleolithic (Hunter-
Gatherer) origin
•  Carried by
>110 million
European men
•  Increases in
frequency from
east to west
Concluded that Mesolithic hunter-gatherer Y chromosomes were nearly
replaced by those of incoming farmers (driven by improved technology—
farming)
Haplogroup	R-M269	Expanded	With	Farming	
Balaresque	et	al.	(2010)	
Dates	of	early	Neolithic	sites	 Frequency	of	Hg	R-M269	 STR	diversity	within	Hg	R-M269	
Contemporary	
Samples	
Busby	et	al.	(2012)	
Current distribution is result of population dispersal after the Neolithic
expansion
Haplogroup	R-M269	Expanded	A&er	Farming	
Traditional view challenged
Indirect	approach	
§  Examine	paZerns	of	geneGc	variaGon	in	
contemporary	humans	and	infer	past	
Direct	approach	
§  Recover	DNA	sequences	from	ancient	material	and	
compare	across	different	Gme	frames	
	
Able	to	infer	whether	contemporary	people	descend	from	
long-term	inhabitants	of	a	region,	or	from	people	who	
arrived	from	elsewhere—replacing	or	admixing	with	
previous	inhabitants		
Importance	of	Ancient	DNA	in	ReconstrucBng	
European	PopulaBon	History
0
20
40
60
80
100
120
140
160
180
1 2 3
2013 2014 2015
Number of Ancient European DNA Samples
1
2
3
4
1 Cave 1 of Treilles at St-
Jean et St Paul
(Aveyron, France)
5 kya (end of Neolithic)
2 Abellaner Cave
(Catalonia, Spain)
5 kya (Epicardial Culture;
end of Neolithic)
2013: First Look at Ancient Y Chromosomes (n=32)
3 Derenburg Cave
(Meerenstieg Germany)
7 kya (LBK)
4 Ötzi
5.3 kya
N=22
N=6
N=3
N=1
Ancient Graves from End of Neotlithic (7 to 5 Kya)
Catalonia	
Aveyron	
Meerens>eg	
Ötzi
1
2
3
4
G2a (20)
I2a (2)
G2a (5)
E1b1b1 (1)
G2a3 (1)
F*(xG,H,I,J,K) (2)
G2a4-L91
1 Cave 1 of Treilles at St-
Jean et St Paul
(Aveyron, France)
5 kya (end of Neolithic)
2 Abellaner Cave
(Catalonia, Spain)
5 kya (Epicardial Culture;
end of Neolithic)
2013: First Look at Ancient Y Chromosomes (n=32)
3 Derenburg Cave
(Meerenstieg Germany)
7 kya (LBK)
4 Ötzi
5.3 kya
Early Farmers carry Hg G
Hg	R1b	not	found	in	ancient	samples	da:ng	to	~5	Ky
1 hunter-gatherer (~8 kya)
7 hunter-gatherers (~8 kya)
1 farmer (~7 kya)
Complete Genomes from Nine Ancient Europeans
Lazaridis	et	al.	Nature	(2014)	
First	study	to	fully	
sequence	genomes	
of	Neolithic	and	
Mesolithic	
Europeans	
2014	
24	kya	
genome	
from	Mal'ta	
Siberia
•  West European Hunter-Gatherer (WHG), based on an 8 kya
genomes from Loschbour, Luxembourg, and Motala, Sweden.
The WHG meta-population also includes a Mesolithic individual
from the La Brana Cave in Spain.
•  Early European Farmer (EEF), based on a 7.5 kya genome from
Stuttgart, Germany belonging to the Neolithic LBK culture. The
EEF meta-population includes Oetzi the Iceman and a Neolithic
Funnelbeaker farmer from Sweden.
•  Ancient North Eurasian (ANE), based on the 24 kya genome
from Mal'ta Siberia. The ANE meta-population also includes the
late Upper Paleolithic sample from Central Siberia called
Afontova Gora-2 (AG2).
Three	Main	European	Ancestral	Components
WHG	(indigenous	Europeans) 	0-50%	
EEF	(Near	Eastern	origin) 	32-93%	
ANE	(like	ancient	Siberians) 	1-18%	
3 Ancestral Components in Contemporary Europeans
•  EEF component increases toward
the South—peaking at just over 80%
among Sardinians
•  In contrast, WHG component
increases toward the North—
peaking in East Baltic region at
~50%.
•  ‘ANE’ ancestry is present in nearly
all Europeans today—peaking in
Estonians & Scots at ~20%
•  Importantly, ANE component is not
found in either farmers or HGs from
central and western Europe during
the NeolithicFirst	Farmers	only	a	mixture	of	2	source	popula:ons	
N	 S	
0"
10"
20"
30"
40"
50"
60"
70"
80"
90"
100"
Estonian"
Lithuanian"
Icelandic"
Sco<sh"
Norwegian"
Belarusian"
Ukranian"
Orcadian"
English"
Czech"
French"
CroaHan"
Hungarian"
Basque"
French"(S)"
Bulgarian"
Spanish"(N)"
Bergamo"
Tuscan"
Albanian"
Greek"
Spanish"
Sardinian"
Sicilian"
Maltese"
Ashkenazi"
ANE
WHG
EEF
3.	ANE	ancestry	
component	entered	
the	broader	European	
gene	pool	ader	the	
Neolithic	
New View: Three Source Migration Model
2. Second major infusion of people
comes with expansion of agriculture—
also from the Levant—beginning ~8 kya
1.	Anatomically	modern	hunter-gatherers	first	
migrated	into	Europe	~45	kya	from	Africa	
through	the	Levant	
					European	Hunter-Gatherers	
					Early	European	Farmers	
					Ancient	North	Eurasians
Connecting the Dots: What does new model of European
ancestry based on autosomal DNA mean for the NRY?
•  Which	populaGon(s)	carried	the	most	common	contemporary	
NRY	haplogroups	into	Europe	and	when?	
•  How	does	the	ANE	ancestry	component	seen	in	autosomal	
DNA	correspond	to	the	NRY?	
Mesolithic Hgs Contemporary Hgs
(~8kya)
(~8 kya)
All Five Mesolithic Y Chromosomes Belong to Haplogroup I
Lazaridis	et	al.	Nature	(2014)	
First	study	to	report	NRY	haplogroups	of	Mesolithic	Europeans	
Supports	hypothesis	that	Hg	I	
was	common	in	pre-agricultural	
Europeans.			
	
This	haplogroup	remains	the	
main	candidate	for	Europe's	
Paleolithic	paternal	heritage.		
	
InteresGngly,	three	of	the	
results	fell	into	haplogroup	
I2a1b,	and	none	into	the	
presently	locally	more	common	
I1.	
Loschbour1: I2a1b
Motala2: I*(xI1, I2a2,CTS1293)
Motala3: I2a1b
Motala9: I*(xI1)
Motala12: I21ab
1
2
3
N=22
N=6
N=3
N=1
1 Cave 1 of Treilles at St-Jean et
St Paul (Aveyron, France)
5kya (end of Neolithic)
2 Abellaner Cave (Catalonia,
Spain) 5kya (Epicardial Culture;
end of Neolithic)
2014: More Ancient Y Chromosomes
3 Derenburg Cave (Meerenstieg
Germany) 7kya (LBK)
4 Ötzi Chalcolithic
(5.3 kya)
5
5 Starčevo Culture and LBK
sites from Carpathian Basin
Hungary (7.6-7.0kya) (Neolithic)
N=14
6
7 Chalcolithic Bell Beaker
Kromsdorf, Germany (4.6kya
Copper Age)
N=2
7
6 Dolmen of La Pierre Fritte,
France (4.8kya) (Neolithic)
N=4
8 N=2
8 Corded Ware Eulau, Germany
(4.6kya)
9 Lichtenstein Cave, Dorste,
Germany Urnfield (3.0kya
Bronze Age)
9
N=14
10 Jagodno, Poland Chalcolithic
(4.8kya, Copper Age)
N=2
1111 Mesolithic Hunter-Gatherers
Motala, Sweden (8kya)
4
12 Mesolithic Hunter-Gatherer
Loschbour, Luxembourg
(8.2-7.9kya)
N=1
12
13 Mesolithic Hunter-Gatherer,
La Brana Valdelugueros, Spain
(7.0kya)
13 N=1
14 N=1
14 Pitted Ware Culture Gotland,
Sweden (Mesolithic 4.8-4.0kya)
15 Vinkovci and Vukovar Croatia
Starčevo Culture (7.6kya) (LBK)
15 N=3
10 N=2
W. Hunter-Gatherer
Near Eastern Farmer
Copper-Bronze Age
1
2
3
5
6
7
2 I*
1 I2
1 I2a1b*
8
9
11 I2a2b
2 R1a1
1 R1b (M343)
10
1111 Mesolithic Hunter-Gatherers
Motala, Sweden (8kya)
4
12 Mesolithic Hunter-Gatherer
Loschbour, Luxembourg
(8.2-7.9kya)
12
13 Mesolithic Hunter-Gatherer,
La Brana Valdelugueros, Spain
(7.0kya)
13
14
14 Pitted Ware Culture Gotland,
Sweden (Mesolithic 4.8-4.0kya)
15 Vinkovci and Vukovar Croaita
Starčevo Culture (7.6kya) (LBK)
15
20 G2a
2 I2a
5 G2a
1 E1b1b1
1 G2a3
2 F*(xG,H,I,J,K)
G2a2b
2	I2a	
1	C1a2	
1 G
1 I or J?
2 R1b (M269, M343)
2 R1a
1	I2a1b*		
1	I2a		
1	G2	
3	G2a	
4	G2a2b	
2	F*	
1	I	
1	I1	
2	G2a	
1	I2a1	
1 Cave 1 of Treilles at St-Jean et
St Paul (Aveyron, France)
5kya (end of Neolithic)
2 Abellaner Cave (Catalonia,
Spain) 5kya (Epicardial Culture;
end of Neolithic)
3 Derenburg Cave (Meerenstieg
Germany) 7kya (LBK)
4 Ötzi Chalcolithic
(5.3 kya)
5 Starčevo Culture and LBK
sites from Carpathian Basin
Hungary (7.6-7.0kya) (Neolithic)
7 Chalcolithic Bell Beaker
Kromsdorf, Germany (4.6kya
Copper Age)
6 Dolmen of La Pierre Fritte,
France (4.8kya) (Neolithic)
8 Corded Ware Eulau, Germany
(4.6kya)
9 Lichtenstein Cave, Dorste,
Germany Urnfield (3.0kya
Bronze Age)
10 Jagodno, Poland Chalcolithic
(4.8kya, Copper Age)
Mesolithic	
HG
Neolithic	
Farmers
Metal	
Age
F 2
C 1
I1 1 1
I*/I2 5 7 11
G 37 1
R1b 3
R1a 4
E 1
6 48 20
2014: More Ancient Y Chromosomes
1st R1b!
Mesolithic Neolithic Metal Present
Thousands of Years Ago
8 7 6 5 4 3 2 1 0
Ancient NRY Haplogroup Frequencies
N=6 N=48 N=20
I	
G	
R1b
Who were the ANE and how did they make such a large
contribution to the European Gene Pool?
•  Two laboratories published papers in the same issue of Nature in
June of 2015- both reaching the same conclusion. Massive
migrations from the Russian Steppe in the Bronze Age represent
the third major source of genetic material found in Europeans today
•  They extracted genetic material from bones and teeth collected
from across Europe and as far east as Lake Baikal in Siberia. The
age of the bones spanned five millennia, from 8,000 to 2,900 Ya
•  To get the 170 samples, they had to test >700 samples for DNA
quality. All of the samples that they ultimately used for analysis had
a well-documented archaeological context with radio carbon dates
2015
low-coverage	
genomes	from	101	
ancient	Eurasians	
genome-wide	data	from	
69	ancient	Europeans	
David	Reich	 Eske	Willerslev
Genomics Supports Steppe Contribution to Bronze Age Europe
HG component
Farmer component
Steppe component
Willerslev	Team	
~8	Kya	 ~3	Kya	 ~5	kya	 ~2.8	kya	
Bronze	Age	Steppe	Neolithic	
farmers	
Bronze	Age	Europeans	
	
Mesolithic	
HG	
•  Neolithic Europeans composed of HG and farmer mixture
•  Bronze Age Europeans have added ‘Pastoralist’ component suggested
to derive from Yamnaya culture from the Pontic-Caspian steppe
•  Neolithic farmer component is absent in Yamnaya
Yamnaya
Yamnaya	geneBc	contribuBon	to	Neolithic	European	Gene	Pool	
Reich	Team	
Western	European	Hunter-Gatherer	
Early	Neolithic	Farmer	
Yamnaya	Pastoralist	
Ancient	Modern	
All European populations considered a
three-way mixture of WHG, Neolithic
Farmer, and Yamnaya
Yamnaya related ancestry is lower in
southern Europe and higher in northern
Europe
Supports steppe as a source for genes
now found in Europe, with massive
migration ~4,500 years ago
New View: Steppe Contribution to Europe
2. Second major infusion of people
comes with expansion of agriculture
—also from the Levant
1.	Anatomically	modern	hunter-
gatherers	first	migrated	into	Europe	
~45	kya	from	Africa	through	the	Levant	
					European	Hunter-Gatherers	
					Early	European	Farmers	
					Bronze	Age	Steppe	Pastoralists	
3.	Steppe	component	entered	broader	
European	gene	pool	ader	Neolithic	
After 7,000 years ago
Connecting the Dots: What do the new Autosomal data mean for
the NRY (and mtDNA)?
•  Which	populaGon(s)	carried	the	most	common	contemporary	
NRY	haplogroups	into	Europe	and	when?	
•  How	does	the	Yamnaya	ancestry	component	seen	in	autosomal	
DNA	correspond	to	the	NRY	and	mtDNA?	
Mesolithic Hgs Contemporary Hgs
•  In Europe, only a single R1b individual found before Late Neolithic
•  By contrast, R1a and R1b found in 60% of Bronze Age Europeans
•  Highest frequency of R1b found in Copper Age Yamnaya of Russian Steppe - same
population that contributed autosomal Steppe component to Bronze Age Europeans
•  Combined results suggest that R1b spread into central and western Europe from the
steppe after 5 kya
Origin of European R1b
Europe
Yamnaya		
Asia &
Russian
Steppe
Bronze Age
R1b
R1b
R1a
G2a
I/I2
I/I2 I/I2
R1b
R1a
C
I/I2
Cassidy	et	al.	(2016)	
Neolithic and Bronze Age Genes Established Ireland by 4 kya
Neolithic	
Irish	
woman	
3	Irish	
Bronze	
Age	men	
All	3	Bronze	Age	men	carried	Hg	R1b	Y	chromosomes	
Hunter-gatherer	(WHG)	
Early	Farmer	(EEF)	
Metal	Age	(Steppe)
Combined evidence supports hypothesis that the current
distribution of Hg R1b lineages in western Europe is the
result of major population movements during the Metal
Ages.
Populations carrying R1b chromosomes appear to have
nearly displaced western European Neolithic Y
chromosomes
What conferred advantage to post-Neolithic Steppe
invaders?
Ancient	DNA	Supports	Recent	Spread	of	Hg	R1b	
across	western	Europe
The	Bronze	Age:	first	use	of	metal	specifically	to	create	weapons.	The	
sword,	spear	and	shield	were	all	invented	in	this	period	(warrior	idenGty	
became	a	standard	part	of	daily	life)		
Post-Neolithic	Advantage:	Metal	Weapons?	
The	Iron	Age:	First	true	mass-producGon	of	
metal	tools	and	weapons.	RevoluGonizes	both	
agriculture	and	warfare.	
3200	to	3000	ya:	Celts	most	dominant	iron-age	warriors.	Ranging	over	
Europe,	from	the	BriGsh	Isles	to	Hungary,	the	Celts	forged	tough	swords	
made	of	iron.
“By about 3300 years ago people
across Europe were raging war in
different ways. Thrusting weapons
like the rapier were preplaced by
edged weapons for slashing.
Heavily armed horsemen, the
warrior elites, used these weapons
together with spears in group
combat. Strong regional identities
are reflected in styles of arms and
armour at this time.
The many hoards of weapons found
provide graphic evidence of the
armed struggle for wealth, property
and power. Some of these are the
personal hoards of arms possibly
buried as offerings to the gods.”
British Museum
Personal set of bronze arms
(Late Bronze Age)
Indo-European	Invasions	from	Steppes	
Cultural / Technological Innovations
Metal weapons, chariots, horses, domesticated animals, less reliance
on agriculture/ more on dairy (milk)
Spread	of	IE	Languages	 Spread	of	Chariot
Expansions	of	Indo-European	Languages
Eastern	Armenian	
Adapazar	
Modern	Greek	
Nepali	
Assamese	
Oriya	
Bengali	
Bihari	
Hindi	
Punjabi	
Lahnda	
Urdu	
Marathi	
GujaraG	
Sinhalese	
Romani	
Kashmiri	
		
	
	
	
German	
Swiss	German	
Luxembourgish	
English	
Norwegian	
Faroese	
Icelandic	
Romanian	
Italian	
Ladin	
Friulian	
Romansh	
Provencal	
Walloon	
French	
Catalan	
Spanish	
Portuguese	
Cagliari	
Nuorese	
Scots	Gaelic	
Irish	
Classical	Armenian	
Ancient	
Greek	
Vedic	
Sanskrit	
Avestan	
Old	
Church	
Slavic	
Hilte
Tocharian	B
Gothic	
Old	High	German	
Old	
English	
Old	
West	
Norse	
LaGn	
Old	Irish	
5000	
4000	
3000	
2000	
1000	
today	
Years	Ago	
Tree	of	Indo-European	languages	
Supports	hypothesis	that	root	language,	proto-Indo-European,	originated	in	
steppes	of	eastern	Europe
Afanasevo	culture		(5300	
YBP)	
Balto-Slavic	Culture	(2600	
YBP)	
Corded	Ware	Culture	(4900—4350	
YPB).	
Maykop	culture	(5700—5000	
YPB)	
Hilte	Empire	(3321–3322	
YPB)	
CelGc	DistribuGon:	
								Core	HallstaZ	territory,	by	2600	YBP	
								Maximal	CelGc	expansion,	by	2275	YBP	
								Lusitanian	area	of	Iberia	
								CelGc	speakers	into	Early	Modern	period
								CelGc	languages	spoken	today	
Early	Vedic	Period	(3700-3100	
YBP).	
Tarim	Basin:	eastern	remnant	of	
Indo-Aryans	(2500	YBP).	
Andronovo/	Indo-Iranian	
cultures	(3800–3400	YBP)	
Expansion	of	Germanic	tribes:	
								SeZlements	before	2750		
								New	seZlements	by	2500	
								New	seZlements	by	2250	
								New	seZlements	by	2000	
Expansions	of	Metal	Age	Culture
Bronze	Age	Y	chromosomes	in	Europeans	
>25% ancY
Slovakia
Switzerland
Portugal
Belgium
Spain
Austria
FtDNA	database
MET
EEF
WHG
Loschbour
Stuttgart
Motala
Motala
MA1
Sardinian
Spanish
Bulgarian
Greek
Albanian
Kalash
Basque
French_South
French
Croatian
Hungarian
Icelandic
Norwegian
Orcadian
Scottish
Czech
Enghlish
Finnish
Mordovian
Russian
Estonian
Lithuanian
Belorussian
Ukranian
Bedouin
Percentage Test
European
Hunter-gatherer
Near Eastern
Farmer
Metal Age
Invader
Thank you for listening!
Olga	Savina	
Tanya	Karafet	
Rui	Hu	
Meagan	Peters	
Michael	Davila

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