Mobility in the Iron Age Central Mediterranean (Moots et al. 2023)

Thanks, Salento.

Distance to:Angela
5.15410516R10343_Italy_bc-Tarquinia_Monterozzi
6.30652836R1555_Urbino-Bivio_81calCE-210calCE
7.97667224R11749_Tunisia_bc-Kerkouene
9.06009382R10344_Italy_bc-Tarquinia_Monterozzi
10.57215683R10338_Italy_bc-Tarquinia_Monterozzi
11.94774874R11791_Tunisia_bc-Kerkouene
13.14547070R1292_Cancelleria_500-1400_AD
13.24072506R11104_Italy_bc-Pian_Sultano
13.33748852R10363_Italy_bc-Tarquinia_Monterozzi
13.72491894R10359_Italy_bc-Tarquinia_Monterozzi
13.87059119R1291_Cancelleria_500-1400_AD
14.11623533R11780_Tunisia_bc-Kerkouene
14.27710755R11776_Tunisia_bc-Kerkouene
15.14151908R10340_Italy_bc-Tarquinia_Monterozzi
15.50673725R1556_Urbino-Bivio_81calCE-220calCE
15.93252962R1225_Cancelleria_1480_AD
16.09062771R11105_Italy_bc-Pian_Sultano
16.11301337R11107_Italy_bc-Pian_Sultano
16.35236374R10361_Italy_bc-Tarquinia_Monterozzi
16.84864386R1554_Urbino-Bivio_125calCE-220calCE
19.06320540R1557_Urbino-Bivio_81calCE-220calCE
19.75376926R1294_Cancelleria_500-1400_AD
21.31968574R11755_Tunisia_bc-Kerkouene
21.65624621R11790_Tunisia_bc-Kerkouene
22.02798220R11102_Italy_bc-Pian_Sultano

As the results show, I'm closest to a Tarquinia B.C. sample at a distance of 5.2.

I looked up the closest modern population:
Distance to:R10343_Italy_bc-Tarquinia_Monterozzi
4.23489079Italian_Lombardy
5.18297212Italian_Liguria
5.53000000Italian_Emilia
6.44970542French_Corsica
6.51933279Italian_Tuscany
6.81667808Italian_Piedmont
7.52742071Swiss_Italian
7.59028326Italian_Veneto
9.16475313Italian_Trentino
9.29428857Italian_Romagna
10.44050765Spanish_Baleares
10.59155796Italian_Friuli_VG
10.87286991Italian_Aosta_Valley
11.21395113Italian_Umbria
12.02955111Spanish_Castilla-Leon
12.27713729Spanish_Valencia
12.31253605Italian_Marche
12.38050080Portuguese
12.98645448Spanish_Catalonia
12.99473355Italian_Lazio
13.08614917Spanish_Canarias
13.84442487Spanish_Andalusia
14.19827454Spanish_Aragon
14.37990612Spanish_Galicia
14.74407678Albanian_Kosovo
I get close distances to Liguria, Emilia, Corsica, and Tuscany, so it makes sense.

For the next closest sample, from the Imperial period: so much for all imperial samples being West Asian.

Distance to:R1555_Urbino-Bivio_81calCE-210calCE
4.74765205French_Corsica
6.74092724Italian_Romagna
7.21992825Italian_Marche
7.22430620Italian_Umbria
7.35265938Italian_Tuscany
8.31948917Italian_Liguria
8.35026946Italian_Lazio
8.48409099Italian_Emilia
10.59043908Italian_Lombardy
11.75338675Italian_Abruzzo
11.89750394Italian_Piedmont
12.02949708Albanian
12.16840581Italian_Veneto
12.30403186Italian_Molise
13.26747150Greek_Thessaly
13.29257311Italian_Campania
13.34587202Greek_Thrace
13.39657046Albanian_Kosovo
13.44062127Greek_Athens
13.53183284Greek_Central
14.09949290Italian_Sicily
14.15326817Greek_Peloponnese
14.21314181Italian_Apulia
14.21450536Swiss_Italian
14.29086421Greek_Thessaloniki
Corsicans, of course, speak a dialect of Tuscan.

Next closest sample, at a distance of about 8, and buried in a tomb in a port city of the Phoenicians/Carthaginian
Distance to:R11749_Tunisia_bc-Kerkouene
5.71739451French_Corsica
9.46480322Italian_Liguria
9.76122943Italian_Tuscany
10.02896804Italian_Emilia
10.87779849Italian_Romagna
11.14621909Italian_Lombardy
12.03636008Italian_Marche
12.15484266Italian_Umbria
12.33858177Italian_Piedmont
12.95959876Spanish_Canarias
13.12803870Italian_Lazio
13.81409787Italian_Veneto
14.31056603Portuguese
14.37304465Swiss_Italian
14.91596460Spanish_Castilla-Leon
15.18257225Spanish_Baleares
15.52753683Spanish_Valencia
15.94512465Italian_Trentino
16.07597586Italian_Friuli_VG
16.16207289Spanish_Andalusia
16.79725275Italian_Abruzzo
16.98464601Italian_Aosta_Valley
17.05966002Spanish_Galicia
17.10218992Spanish_Catalonia
17.16986022Spanish_Asturias

As I said upthread some or all of the bodies buried in the port city were merchants and seamen from the "Italy".

Tell me again, experts at anthrogenica, how all the people buried in Imperial Rome were "natives".
 
Thanks you Salento!

Distance to:Jovialis
3.33595564R1292_Cancelleria_500-1400_AD
5.57134634R1291_Cancelleria_500-1400_AD
6.61017398R1554_Urbino-Bivio_125calCE-220calCE
7.33586396R1225_Cancelleria_1480_AD
8.86937991R1556_Urbino-Bivio_81calCE-220calCE
10.52631939R1557_Urbino-Bivio_81calCE-220calCE
11.53263630R1555_Urbino-Bivio_81calCE-210calCE
28.03965050R1294_Cancelleria_500-1400_AD
32.36891564R1223_Cancelleria_1480_AD

 
Thanks you Salento!

Distance to:Jovialis
3.33595564R1292_Cancelleria_500-1400_AD
5.57134634R1291_Cancelleria_500-1400_AD
6.61017398R1554_Urbino-Bivio_125calCE-220calCE
7.33586396R1225_Cancelleria_1480_AD
8.86937991R1556_Urbino-Bivio_81calCE-220calCE
10.52631939R1557_Urbino-Bivio_81calCE-220calCE
11.53263630R1555_Urbino-Bivio_81calCE-210calCE
28.03965050R1294_Cancelleria_500-1400_AD
32.36891564R1223_Cancelleria_1480_AD

Makes a lot of sense, R1292 looks very Abruzzo/Apulia-like

Distance to:R1292_Cancelleria_500-1400_AD
2.08844440Abruzzo:Alp090
2.41749871Apulia:cera1
2.64947165Apulia:cera9
2.87374320Sicily:TP06_Busby_2015
3.08912609Abruzzo:22_Behar_2013
3.15993671Abruzzo:15_Behar_2013
3.18951407Apulia:cera8
3.18973353Sicily:TP08_Busby_2015
3.27233861ItalyAbruzzo9_Behar_2013
3.29881797Basilicata:pG24
3.33595564Jovialis
3.36689768Molise:pG26_Molise
3.41801112Lazio:NOR28
3.43464700Campania:NaN212CR
3.44911583Marche:MarABY030D
3.55600900Sicily:W-Sicily4_Behar_2013
3.59431496ITS5
3.71068727Apulia:cera2
3.76019946Abruzzo:17_Behar_2013
3.81569129Abruzzo:16_Behar_2013
3.88605198Sicily:W-Sicily7_Behar_2013
3.92456367Marche:MarACO100D
4.00514669Sicily:SR48R_Busby_2015
4.03687998Sicily:TP04_Busby_2015
4.05413369Sicily:Siracusa:SR64_LazaridisNat2014

 
thanks salento
not that close
but hey not an italian :)
Distance to:adam
7.44631452R1554_Urbino-Bivio_125calCE-220calCE
8.10926630R1292_Cancelleria_500-1400_AD
8.96313003R1225_Cancelleria_1480_AD
9.55865576R1291_Cancelleria_500-1400_AD
10.07396645R1557_Urbino-Bivio_81calCE-220calCE
10.85303183R1556_Urbino-Bivio_81calCE-220calCE
12.61470174R11780_Tunisia_bc-Kerkouene
14.61170079R11776_Tunisia_bc-Kerkouene
17.51726862R1555_Urbino-Bivio_81calCE-210calCE
21.98800355R11749_Tunisia_bc-Kerkouene
23.95741013R10337_Italy_bc-Tarquinia_Monterozzi
24.18688901R10343_Italy_bc-Tarquinia_Monterozzi
24.20228295R11791_Tunisia_bc-Kerkouene
24.35974548R11755_Tunisia_bc-Kerkouene
28.00125354R11790_Tunisia_bc-Kerkouene
28.86726693R10344_Italy_bc-Tarquinia_Monterozzi
29.73947041R10338_Italy_bc-Tarquinia_Monterozzi
31.70884419R10363_Italy_bc-Tarquinia_Monterozzi
32.85799750R11104_Italy_bc-Pian_Sultano
33.43052497R10359_Italy_bc-Tarquinia_Monterozzi
33.68770696R10340_Italy_bc-Tarquinia_Monterozzi
34.18269738R1294_Cancelleria_500-1400_AD
34.60610640R10361_Italy_bc-Tarquinia_Monterozzi
35.61568755R11107_Italy_bc-Pian_Sultano
35.77753904R11105_Italy_bc-Pian_Sultano

 
Thank you Salento for always sharing new samples!

Distance to:Ajeje_Brazorf
5.90600542R1225_Cancelleria_1480_AD
6.33470599R1556_Urbino-Bivio_81calCE-220calCE
6.49202588R1292_Cancelleria_500-1400_AD
6.57184905R1557_Urbino-Bivio_81calCE-220calCE
7.08645186R1554_Urbino-Bivio_125calCE-220calCE
7.80289049R1291_Cancelleria_500-1400_AD
8.43410339R11780_Tunisia_bc-Kerkouene
9.89360399R11776_Tunisia_bc-Kerkouene

Distance to:Ajeje_Brazorf_imputed
4.55717017R1225_Cancelleria_1480_AD
5.22185791R1556_Urbino-Bivio_81calCE-220calCE
5.27841832R1292_Cancelleria_500-1400_AD
5.70974605R1291_Cancelleria_500-1400_AD
6.58041792R1557_Urbino-Bivio_81calCE-220calCE
6.80124253R1554_Urbino-Bivio_125calCE-220calCE
7.78710473R11780_Tunisia_bc-Kerkouene
9.39207645R11776_Tunisia_bc-Kerkouene

Distance to:ITA_Urbino-Bivio_Imperial
4.69108596Italian_Molise
4.73745053Italian_Campania
5.56195447Italian_Abruzzo
6.12991741Italian_Sicily
6.96911669Italian_Calabria
7.23068721Italian_Basilicata
7.31778570Ashkenazi_Jew
7.53158493Italian_Marche
7.99054363Italian_Apulia
8.44872106Moldovan_Jewish
8.55020687Italian_Lazio
9.23016183Italian_Umbria
9.53116926Greek_Athens
9.69114222Greek_Lemnos
9.78873523Greek_Foca
9.82421435Italian_Jew
9.91739066Greek_Central
 
Salento: Thanks for those new coordinates. Here are my distances (Dodecad12b, gradient is 50). I ran the first set and posted them in post #18. R1294 and 1223 are way different than the other samples for me.

Distance to:PalermoTrapani_ANCESTRY
3.64053567R1292_Cancelleria_500-1400_AD
4.91711297R1225_Cancelleria_1480_AD
5.28058709R1291_Cancelleria_500-1400_AD
5.48906185R1556_Urbino-Bivio_81calCE-220calCE
5.74876508R1554_Urbino-Bivio_125calCE-220calCE
6.87954214R1557_Urbino-Bivio_81calCE-220calCE
11.14105920R1555_Urbino-Bivio_81calCE-210calCE
30.65660940R1294_Cancelleria_500-1400_AD
35.12479466R1223_Cancelleria_1480_AD

Good distances for those samples (Some of them) relative to R437 from Antonio et al 2019.

Distance to:R437_Iron_Age_Palestrina_Selicata
2.14058403R1556_Urbino-Bivio_81calCE-220calCE
3.67770309R1291_Cancelleria_500-1400_AD
4.63648574R1557_Urbino-Bivio_81calCE-220calCE
5.21542903R1225_Cancelleria_1480_AD
6.90111585R1292_Cancelleria_500-1400_AD
7.62931190R1554_Urbino-Bivio_125calCE-220calCE
11.64601649R1555_Urbino-Bivio_81calCE-210calCE
32.47246834R1294_Cancelleria_500-1400_AD
37.43829189R1223_Cancelleria_1480_AD

Top 5 distances for these samples using Ancient Roman Samples from Antonio et al 2019 (samples grouped by cluster, C6, C7, etc) and my own 12b coordinates. Quick review shows these new samples anchor on C6 cluster, with 2 closer to C7 (which clarifies why those 2 are furthest away from me). They are likely very much more Steppe in terms of admixture vs. me. R437 shows up in top 5 for 3 of those samples.

Distance to:R1557_Urbino-Bivio_81calCE-220calCE
5.28384330Mediterranean_C6:R437_Iron_Age_Palestrina_Selicata
5.49743577Mediterranean_C6:R65_Medieval_Era_Villa_Magna
5.58892655Mediterranean_C6:R137_Imperial_Era_Marcellino_&_Pietro
5.86049486Eastern_Mediterranean_C5:R30_Late_Antiquity_Mausole_di_Augusto
6.02119589Mediterranean_C6:R56_Medieval_Era_Villa_Magna

Distance to:R1556_Urbino-Bivio_81calCE-220calCE
2.25599202Mediterranean_C6:R437_Iron_Age_Palestrina_Selicata
4.52012168Mediterranean_C6:R56_Medieval_Era_Villa_Magna
4.56858840Mediterranean_C6:R131_Imperial_Era_Via_Paisiello_Necropolis
4.61060734Mediterranean_C6:R52_Medieval_Era_Villa_Magna
4.83550411Eastern_Mediterranean_C5:R122_Late_Antiquity_S_Ercolano_Necropolis_Ostia

Distance to:R1555_Urbino-Bivio_81calCE-210calCE
3.19419786Mediterranean_C6:R1287_Medieval_Era_Cancelleria
4.55425076Mediterranean_C6:R1285_Medieval_Era_Cancelleria
5.75159108Mediterranean_C6:R1283_Medieval_Era_Cancelleria
6.14420866Mediterranean_C6:R120_Late_Antiquity_S_Ercolano_Necropolis_Ostia
6.32475296Mediterranean_C6:R111_Imperial_Era_Via_Paisiello_Necropolis

Distance to:R1554_Urbino-Bivio_125calCE-220calCE
2.88660700Mediterranean_C6:R59_Medieval_Era_Villa_Magna
3.75012000Mediterranean_C6:R107_Late_Antiquity_Crypta_Balbi
4.16746926Mediterranean_C6:R35_Late_Antiquity_Celio
4.54421610Mediterranean_C6:R57_Medieval_Era_Villa_Magna
4.60711406Mediterranean_C6:R58_Medieval_Era_Villa_Magna

Distance to:R1294_Cancelleria_500-1400_AD
7.30135604European_C7:R108_Late_Antiquity_Crypta_Balbi
7.34374564European_C7:R61_Medieval_Era_Villa_Magna
7.86143753European_C7:R1224_Medieval_Era_Cancelleria
8.90551515European_C7:R1220_Medieval_Era_Cancelleria
8.91816125European_C7:R116_Imperial_Era_Via_Paisiello_Necropolis

Distance to:R1292_Cancelleria_500-1400_AD
3.56084260Mediterranean_C6:R835_Imperial_Era_Civitanova_Marche
3.64053567PalermoTrapani_ANCESTRY
3.65455880Eastern_Mediterranean_C5:R122_Late_Antiquity_S_Ercolano_Necropolis_Ostia
4.02264838Mediterranean_C6:R121_Late_Antiquity_S_Ercolano_Necropolis_Ostia
4.20080945Mediterranean_C6:R56_Medieval_Era_Villa_Magna

Distance to:R1291_Cancelleria_500-1400_AD
3.23379035Mediterranean_C6:R131_Imperial_Era_Via_Paisiello_Necropolis
3.32678524Mediterranean_C6:R836_Imperial_Era_Civitanova_Marche
3.71587136Mediterranean_C6:R56_Medieval_Era_Villa_Magna
3.72480872Mediterranean_C6:R49_Imperial_Era_Centocelle_Necropolis
3.78416437Eastern_Mediterranean_C5:R122_Late_Antiquity_S_Ercolano_Necropolis_Ostia

Distance to:R1225_Cancelleria_1480_AD
2.64261234Mediterranean_C6:R117_Late_Antiquity_S_Ercolano_Necropolis_Ostia
3.98291351Mediterranean_C6:R131_Imperial_Era_Via_Paisiello_Necropolis
4.24406645Mediterranean_C6:R56_Medieval_Era_Villa_Magna
4.72361091Mediterranean_C6:R437_Iron_Age_Palestrina_Selicata
4.91711297PalermoTrapani_ANCESTRY

Distance to:R1223_Cancelleria_1480_AD
5.30338571European_C7:R62_Medieval_Era_Villa_Magna
6.40506831European_C7:R116_Imperial_Era_Via_Paisiello_Necropolis
7.03113078European_C7:R1288_Medieval_Era_Cancelleria
7.22189033European_C7:R1220_Medieval_Era_Cancelleria
7.33190971European_C7:R1224_Medieval_Era_Cancelleria

Thanks again Salento for the coordinates.
 
Last edited:
thanks Angela, Jovialis, PT, KingJohn, ErM …

… adding Isola Sacra.

Isola Sacra is a port necropolis, besides R11121 (Emilia) and a couple of others, the rest of the samples are probably foreigners or locals mixed with foreigners. I Think :)

Code:
R11109_Isola_Sacra_1AD-400AD,4.95,0,2.12,0,28.31,6.36,0.39,0.02,12.58,0,45.27,0
R11111_Isola_Sacra_1AD-400AD,16.68,0,2.42,0.39,15.17,0,0,0,24.37,0,40.09,0.88
R11112_Isola_Sacra_1AD-400AD,8.59,0.16,1.37,0,23.94,4.99,0,0,13.41,0,47.54,0
R11113_Isola_Sacra_1AD-400AD,7.12,0,1.42,0,24.81,5.10,0,0.20,12.45,0.31,48.14,0.45
R11115_Isola_Sacra_1AD-400AD,1.89,1.01,2.87,0,51.51,31.73,0,0,2.57,0.59,7.45,0.38
R11116_Isola_Sacra_1AD-400AD,4.50,0,0.90,1.13,25.51,7.71,0,0,12.98,0,47.28,0
R11117_Isola_Sacra_1AD-400AD,4.21,0.74,6.54,0,25.31,8.39,0,1.42,18.39,0,34.50,0.50
R11118_Isola_Sacra_no-timeline,0,0,4.11,0.37,65.71,7.88,0,0.03,6.06,0,15.85,0
R11119_Isola_Sacra_1AD-400AD,13.39,0.52,0.89,0,15.18,5.63,1.05,0,16.28,0.70,45.79,0.58
R11120_Isola_Sacra_1AD-400AD,5.16,0,8.59,0,29.88,10.30,0,2.37,14.85,1.72,25.40,1.74
R11121_Isola_Sacra_1AD-400AD,5.87,0,1.35,0,39.31,21.94,1.62,1.07,5.20,0,23.56,0.08
 
thanks Angela, Jovialis, PT, KingJohn, ErM …

… adding Isola Sacra.

Isola Sacra is a port necropolis, besides R11121 (Emilia) and a couple of others, the rest of the samples are probably foreigners or locals mixed with foreigners. I Think :)

Code:
R11109_Isola_Sacra_1AD-400AD,4.95,0,2.12,0,28.31,6.36,0.39,0.02,12.58,0,45.27,0
R11111_Isola_Sacra_1AD-400AD,16.68,0,2.42,0.39,15.17,0,0,0,24.37,0,40.09,0.88
R11112_Isola_Sacra_1AD-400AD,8.59,0.16,1.37,0,23.94,4.99,0,0,13.41,0,47.54,0
R11113_Isola_Sacra_1AD-400AD,7.12,0,1.42,0,24.81,5.10,0,0.20,12.45,0.31,48.14,0.45
R11115_Isola_Sacra_1AD-400AD,1.89,1.01,2.87,0,51.51,31.73,0,0,2.57,0.59,7.45,0.38
R11116_Isola_Sacra_1AD-400AD,4.50,0,0.90,1.13,25.51,7.71,0,0,12.98,0,47.28,0
R11117_Isola_Sacra_1AD-400AD,4.21,0.74,6.54,0,25.31,8.39,0,1.42,18.39,0,34.50,0.50
R11118_Isola_Sacra_no-timeline,0,0,4.11,0.37,65.71,7.88,0,0.03,6.06,0,15.85,0
R11119_Isola_Sacra_1AD-400AD,13.39,0.52,0.89,0,15.18,5.63,1.05,0,16.28,0.70,45.79,0.58
R11120_Isola_Sacra_1AD-400AD,5.16,0,8.59,0,29.88,10.30,0,2.37,14.85,1.72,25.40,1.74
R11121_Isola_Sacra_1AD-400AD,5.87,0,1.35,0,39.31,21.94,1.62,1.07,5.20,0,23.56,0.08


thanks salento(y)
still the same ( even with those isola sacra individuals) ( not my day):LOL:

Distance to:adam
7.44631452R1554_Urbino-Bivio_125calCE-220calCE
8.10926630R1292_Cancelleria_500-1400_AD
8.96313003R1225_Cancelleria_1480_AD
9.55865576R1291_Cancelleria_500-1400_AD
10.05631145R11117_Isola_Sacra_1AD-400AD
10.07396645R1557_Urbino-Bivio_81calCE-220calCE
10.85303183R1556_Urbino-Bivio_81calCE-220calCE
12.61470174R11780_Tunisia_bc-Kerkouene
13.04682720R11120_Isola_Sacra_1AD-400AD
14.61170079R11776_Tunisia_bc-Kerkouene
15.88526361R11109_Isola_Sacra_1AD-400AD
16.64320582R11116_Isola_Sacra_1AD-400AD
17.36248254R11112_Isola_Sacra_1AD-400AD
17.51726862R1555_Urbino-Bivio_81calCE-210calCE
17.94343891R11113_Isola_Sacra_1AD-400AD
18.70461708R11119_Isola_Sacra_1AD-400AD
21.87565313R11121_Isola_Sacra_1AD-400AD
21.98800355R11749_Tunisia_bc-Kerkouene
22.84453983R11111_Isola_Sacra_1AD-400AD
23.95741013R10337_Italy_bc-Tarquinia_Monterozzi
24.18688901R10343_Italy_bc-Tarquinia_Monterozzi
24.20228295R11791_Tunisia_bc-Kerkouene
24.35974548R11755_Tunisia_bc-Kerkouene
28.00125354R11790_Tunisia_bc-Kerkouene
28.86726693R10344_Italy_bc-Tarquinia_Monterozzi




p.s
it is interesting with (living dna raw data) i am closer to 1554 individual:unsure:
Distance to:adam
6.26907489R1554_Urbino-Bivio_125calCE-220calCE
6.84947443R1292_Cancelleria_500-1400_AD
9.89841401R1291_Cancelleria_500-1400_AD
10.17039822R1225_Cancelleria_1480_AD
11.39521391R11117_Isola_Sacra_1AD-400AD
11.43086611R1557_Urbino-Bivio_81calCE-220calCE
11.87535263R1556_Urbino-Bivio_81calCE-220calCE
11.94417013R11120_Isola_Sacra_1AD-400AD
12.12692871R11780_Tunisia_bc-Kerkouene
14.09788991R11776_Tunisia_bc-Kerkouene
15.33488181R1555_Urbino-Bivio_81calCE-210calCE
18.59994355R11109_Isola_Sacra_1AD-400AD
19.40260807R11116_Isola_Sacra_1AD-400AD
19.44649326R11121_Isola_Sacra_1AD-400AD
19.77465044R11749_Tunisia_bc-Kerkouene
20.81619322R11112_Isola_Sacra_1AD-400AD
21.21353106R11113_Isola_Sacra_1AD-400AD
21.72031538R10343_Italy_bc-Tarquinia_Monterozzi
22.28082584R11119_Isola_Sacra_1AD-400AD
22.37807856R11791_Tunisia_bc-Kerkouene
23.08980944R11755_Tunisia_bc-Kerkouene
25.94585323R11111_Isola_Sacra_1AD-400AD
26.39643915R10344_Italy_bc-Tarquinia_Monterozzi
26.68317447R10337_Italy_bc-Tarquinia_Monterozzi
26.76455305R11790_Tunisia_bc-Kerkouene
 
vP4wonz.png
 
Salento: Thanks again. Closest for me from these Isola Sacra samples (port city) is R1120 at 9.3, all others > 10. So I get better distances with most of Cancelleria Samples (i.e. ones that cluster with the C6 Antonio et al. 2019 cluster) from Rome Proper and Urbino samples (Marche Region).

Distance to:PalermoTrapani_ANCESTRY
9.37844337R11120_Isola_Sacra_1AD-400AD
10.58637332R11117_Isola_Sacra_1AD-400AD
15.98397635R11109_Isola_Sacra_1AD-400AD
16.64729708R11121_Isola_Sacra_1AD-400AD
18.03461117R11116_Isola_Sacra_1AD-400AD
19.64385146R11112_Isola_Sacra_1AD-400AD
19.74371039R11113_Isola_Sacra_1AD-400AD
23.87824114R11119_Isola_Sacra_1AD-400AD
26.97230988R11111_Isola_Sacra_1AD-400AD
38.44107569R11115_Isola_Sacra_1AD-400AD
40.05961557R11118_Isola_Sacra_no-timeline

 
Nice to see you back and highly productive, Salento. As was to be expected, nothing close to me

Distance to:Duarte
10.58156416R10340_Italy_bc-Tarquinia_Monterozzi
10.74084261R10361_Italy_bc-Tarquinia_Monterozzi
10.84964055R10363_Italy_bc-Tarquinia_Monterozzi
11.15640175R11104_Italy_bc-Pian_Sultano
11.51329666R10338_Italy_bc-Tarquinia_Monterozzi
12.60043253R10359_Italy_bc-Tarquinia_Monterozzi
13.10298439R11105_Italy_bc-Pian_Sultano
13.11580344R11121_Isola_Sacra_1AD-400AD
13.50814199R10343_Italy_bc-Tarquinia_Monterozzi
13.72320298R11107_Italy_bc-Pian_Sultano
14.26598752R10342_Italy_bc-Tarquinia_Monterozzi
14.53634755R10344_Italy_bc-Tarquinia_Monterozzi
14.69903398R11749_Tunisia_bc-Kerkouene
15.37824762R1294_Cancelleria_500-1400_AD
15.56491246R11102_Italy_bc-Pian_Sultano
15.56748213R11115_Isola_Sacra_1AD-400AD
16.79441574R1223_Cancelleria_1480_AD
17.36793022R11791_Tunisia_bc-Kerkouene
18.80429738R1555_Urbino-Bivio_81calCE-210calCE
23.66744811R11755_Tunisia_bc-Kerkouene
24.11882045R11790_Tunisia_bc-Kerkouene
24.33953368R1292_Cancelleria_500-1400_AD
24.82772241R11120_Isola_Sacra_1AD-400AD
26.95366765R11780_Tunisia_bc-Kerkouene
27.06108091R11776_Tunisia_bc-Kerkouene

Distance to:Duarte
5.9431376759.80% R1223_Cancelleria_1480_AD + 40.20% R11790_Tunisia_bc-Kerkouene
6.1158862464.40% R10342_Italy_bc-Tarquinia_Monterozzi + 35.60% R11790_Tunisia_bc-Kerkouene
6.2860979464.00% R10342_Italy_bc-Tarquinia_Monterozzi + 36.00% R11755_Tunisia_bc-Kerkouene
6.4800774062.80% R11115_Isola_Sacra_1AD-400AD + 37.20% R11120_Isola_Sacra_1AD-400AD
6.8064263056.00% R10342_Italy_bc-Tarquinia_Monterozzi + 44.00% R11791_Tunisia_bc-Kerkouene
6.9857071251.00% R1223_Cancelleria_1480_AD + 49.00% R11791_Tunisia_bc-Kerkouene
7.0562558059.80% R1223_Cancelleria_1480_AD + 40.20% R11755_Tunisia_bc-Kerkouene
7.1642326051.00% R10342_Italy_bc-Tarquinia_Monterozzi + 49.00% R11749_Tunisia_bc-Kerkouene
7.1643565034.20% R11120_Isola_Sacra_1AD-400AD + 65.80% R10342_Italy_bc-Tarquinia_Monterozzi
7.3117989674.00% R10361_Italy_bc-Tarquinia_Monterozzi + 26.00% R11755_Tunisia_bc-Kerkouene
7.4454258021.40% R11111_Isola_Sacra_1AD-400AD + 78.60% R11115_Isola_Sacra_1AD-400AD
7.6439485366.20% R11115_Isola_Sacra_1AD-400AD + 33.80% R1225_Cancelleria_1480_AD
7.6574479763.00% R11115_Isola_Sacra_1AD-400AD + 37.00% R1292_Cancelleria_500-1400_AD
7.7058348175.60% R10340_Italy_bc-Tarquinia_Monterozzi + 24.40% R11755_Tunisia_bc-Kerkouene
7.8295989778.20% R11115_Isola_Sacra_1AD-400AD + 21.80% R11119_Isola_Sacra_1AD-400AD
7.8418776571.60% R11115_Isola_Sacra_1AD-400AD + 28.40% R11117_Isola_Sacra_1AD-400AD
7.9391702362.40% R11115_Isola_Sacra_1AD-400AD + 37.60% R11755_Tunisia_bc-Kerkouene
8.0073585145.60% R1223_Cancelleria_1480_AD + 54.40% R11749_Tunisia_bc-Kerkouene
8.0164925179.60% R11115_Isola_Sacra_1AD-400AD + 20.40% R10337_Italy_bc-Tarquinia_Monterozzi
8.1232276867.20% R11115_Isola_Sacra_1AD-400AD + 32.80% R1556_Urbino-Bivio_81calCE-220calCE
8.1248633923.00% R11120_Isola_Sacra_1AD-400AD + 77.00% R10361_Italy_bc-Tarquinia_Monterozzi
8.1526846076.40% R10361_Italy_bc-Tarquinia_Monterozzi + 23.60% R11790_Tunisia_bc-Kerkouene
8.1708663348.00% R11115_Isola_Sacra_1AD-400AD + 52.00% R11749_Tunisia_bc-Kerkouene
8.3319548966.20% R11115_Isola_Sacra_1AD-400AD + 33.80% R1291_Cancelleria_500-1400_AD
8.4336740767.40% R11115_Isola_Sacra_1AD-400AD + 32.60% R1554_Urbino-Bivio_125calCE-220calCE




 

Thanks Jovialis. R1123 and R1294 have significantly more Steppe in your K8 model there. I get about 20-21% Yamanaya in this model so sort of what thought above, those 2 that are in the C7 cluster had a larger Steppe component relative to me. In addition, some of the samples favor Minoan related and some Anatolian BA. The ones with very high Anatolian BA or none at all can't be modeled as well as the ones with some Minoan related ancestry. Very interesting data there. Cheers.
 
Urbino-Bivio and Palazzo della Cancelleria (Rome) of the updated ENA Project PRJEB53564 (deprecated PRJEB52852), ... PRJEB49419 (above) is also included in the: "Population structure in Europe since the Iron Age, despite high mobility".
(I’m still not confident in the validity of many Isola Sacra bams).
Code:
R1223_Cancelleria_1480_AD,8.54,0.57,0,0.32,40.45,37.15,0.62,0.62,0.59,0,11.13,0
R1225_Cancelleria_1480_AD,9.73,1.57,1.93,0,31.12,10.92,0,0.48,11.42,0.13,32.29,0.42
R1291_Cancelleria_500-1400_AD,6.83,0,1.75,0,31.64,13.94,0,0,9.50,1.34,34.43,0.58
R1292_Cancelleria_500-1400_AD,6.32,0.04,4.92,0,30.28,15.96,0,0.91,10.55,0,31.00,0
R1294_Cancelleria_500-1400_AD,2.14,0,0.61,0,40.29,35.60,0.94,0,2.15,0,16.96,1.31
R1554_Urbino-Bivio_125calCE-220calCE,3.24,0,4.65,0,28.06,16.02,0,0.33,13.02,0.26,33.78,0.66
R1555_Urbino-Bivio_81calCE-210calCE,1.68,0,4.39,0,37.83,18.10,0,0.45,9.36,0,28.20,0
R1556_Urbino-Bivio_81calCE-220calCE,6.65,0.61,3.33,0,32.96,10.05,0,0.64,11.29,0,34.40,0.06
R1557_Urbino-Bivio_81calCE-220calCE,5.49,0.11,2.54,0,30.85,9.84,0,0,14.67,0,36.50,0
https://www.biorxiv.org/content/10.1101/2022.05.15.491973v1.full.pdf

Thanks, Salento.

Urbino-Bivio I think are these

https://pubmed.ncbi.nlm.nih.gov/19663175/

NkS1eBV.png
 
Dodecad K12b PCA with the samples provided in this thread. The use of a pair of glasses is highly recommended lol.

QPQyj9j.png


Samples used:

Code:
ITA_Pesaro_and_Urbino_Urbino:R1554_AD_173,3.24,0,4.65,0,28.06,16.02,0,0.33,13.02,0.26,33.78,0.66
ITA_Pesaro_and_Urbino_Urbino:R1555_AD_146,1.68,0,4.39,0,37.83,18.10,0,0.45,9.36,0,28.20,0
ITA_Pesaro_and_Urbino_Urbino:R1556_AD_151,6.65,0.61,3.33,0,32.96,10.05,0,0.64,11.29,0,34.40,0.06
ITA_Pesaro_and_Urbino_Urbino:R1557_AD_151,5.49,0.11,2.54,0,30.85,9.84,0,0,14.67,0,36.50,0
ITA_Rome_Fiumicino:R11109_AD_201,4.95,0,2.12,0,28.31,6.36,0.39,0.02,12.58,0,45.27,0
ITA_Rome_Fiumicino:R11111_AD_201,16.68,0,2.42,0.39,15.17,0,0,0,24.37,0,40.09,0.88
ITA_Rome_Fiumicino:R11112_AD_201,8.59,0.16,1.37,0,23.94,4.99,0,0,13.41,0,47.54,0
ITA_Rome_Fiumicino:R11113_AD_201,7.12,0,1.42,0,24.81,5.10,0,0.20,12.45,0.31,48.14,0.45
ITA_Rome_Fiumicino:R11115_AD_201,1.89,1.01,2.87,0,51.51,31.73,0,0,2.57,0.59,7.45,0.38
ITA_Rome_Fiumicino:R11116_AD_201,4.50,0,0.90,1.13,25.51,7.71,0,0,12.98,0,47.28,0
ITA_Rome_Fiumicino:R11117_AD_201,4.21,0.74,6.54,0,25.31,8.39,0,1.42,18.39,0,34.50,0.50
ITA_Rome_Fiumicino:R11118_AD_201,0,0,4.11,0.37,65.71,7.88,0,0.03,6.06,0,15.85,0
ITA_Rome_Fiumicino:R11119_AD_201,13.39,0.52,0.89,0,15.18,5.63,1.05,0,16.28,0.70,45.79,0.58
ITA_Rome_Fiumicino:R11120_AD_201,5.16,0,8.59,0,29.88,10.30,0,2.37,14.85,1.72,25.40,1.74
ITA_Rome_Fiumicino:R11121_AD_201,5.87,0,1.35,0,39.31,21.94,1.62,1.07,5.20,0,23.56,0.08
ITA_Rome_Rome:R1223_AD_1485,8.54,0.57,0,0.32,40.45,37.15,0.62,0.62,0.59,0,11.13,0
ITA_Rome_Rome:R1225_AD_1485,9.73,1.57,1.93,0,31.12,10.92,0,0.48,11.42,0.13,32.29,0.42
ITA_Rome_Rome:R1291_AD_950,6.83,0,1.75,0,31.64,13.94,0,0,9.50,1.34,34.43,0.58
ITA_Rome_Rome:R1292_AD_950,6.32,0.04,4.92,0,30.28,15.96,0,0.91,10.55,0,31.00,0
ITA_Rome_Rome:R1294_AD_950,2.14,0,0.61,0,40.29,35.60,0.94,0,2.15,0,16.96,1.31
ITA_Rome_Tolfa:R11102_BC_1846,0,0,0.03,0,48.34,33.89,0,0,3.33,0.03,13.48,0.90
ITA_Rome_Tolfa:R11104_BC_1769,2.02,0,1.27,0.73,48.52,24.33,0,0,4.65,0,17.94,0.54
ITA_Rome_Tolfa:R11105_BC_1674,1.58,0.48,0.37,0,51.51,23.78,0,0,5.12,0,16.42,0.73
ITA_Rome_Tolfa:R11107_BC_1769,0,0,1.27,0,51.48,23.67,0,0,6.23,0.38,16.75,0.22
ITA_Sassari_Alghero:R11828_BC_1050,0,0,3.77,0,68.53,9.35,0,0.30,6.72,0,11.32,0
ITA_Sassari_Alghero:R11829_BC_957,0,0,3.81,0.29,68.29,6.22,0,0,6.29,0,15.10,0
ITA_Sassari_Alghero:R11835_BC_787,0,0,2.92,0.41,68.58,4.55,0,0,6.97,0,16.43,0.14
ITA_Viterbo_Tarquinia:R10338_BC_378,1.43,0,1.33,1.31,45.54,24.78,0,0,5.23,0,20.20,0.17
ITA_Viterbo_Tarquinia:R10340_BC_378,3.72,0,0,0,47.09,27.17,0,0.38,3.98,0.96,16.09,0.61
ITA_Viterbo_Tarquinia:R10342_BC_101,5.36,0.92,2.37,0,44.54,35.11,0,0,0.67,0.29,10.47,0.28
ITA_Viterbo_Tarquinia:R10343_BC_378,3.53,0,0.89,0.50,42.32,22.36,0,0.20,6.37,0,23.83,0
ITA_Viterbo_Tarquinia:R10344_BC_648,0,0,1.23,0,46.50,22.77,0,0.45,5.62,0,23.36,0.06
ITA_Viterbo_Tarquinia:R10359_BC_283,2.99,0.05,0,0.53,50.17,22.59,0,0,5.48,0,17.89,0.30
ITA_Viterbo_Tarquinia:R10361_BC_378,3.60,0,0.51,0.44,47.07,28.51,0,0,3.73,0.34,15.32,0.48
ITA_Viterbo_Tarquinia:R10363_BC_298,1.29,0.37,1.15,0.50,45.66,26.89,0.46,0,5.41,0,17.79,0.48
ITA_Viterbo_Tarquinia_o:R10337_BC_74,8.39,0,4.23,0.02,14.92,0,0,1.82,26.08,0.60,43.93,0.02
TUN_Nabeul_Hammam_Ghezèze:R11749_BC_583,2.93,0,4.71,0,41.35,15.75,0.45,1.66,10.27,0,22.35,0.52
TUN_Nabeul_Hammam_Ghezèze:R11755_BC_583,0,0,17.73,0.53,35.75,9.11,0,2.86,11.62,0,21.49,0.91
TUN_Nabeul_Hammam_Ghezèze:R11776_BC_583,1.64,0,3.57,0.84,35.67,10.95,0.36,0.28,13.35,0.18,33.02,0.16
TUN_Nabeul_Hammam_Ghezèze:R11780_BC_581,2.13,0,4.17,0.93,33.91,12.31,0,0,12.53,0.11,33.56,0.36
TUN_Nabeul_Hammam_Ghezèze:R11790_BC_583,0,0,14.84,0.06,42.01,6.16,0.32,1.40,14.37,0,20.07,0.77
TUN_Nabeul_Hammam_Ghezèze:R11791_BC_576,0.53,0,9.07,0.24,42.62,12.67,1.07,0.86,9.97,0,22.65,0.33

Code:
Albanian,4.88,0.29,1.26,0.06,28.96,23.97,0.21,0,8.54,0.29,31.43,0.12
Albanian_Kosovo,5.18,0.14,0.62,0.17,29.47,27.1,0.23,0.01,8.13,0.26,28.69,0
Armenian_East,17.31,0.25,0.50,0.04,10.96,6.45,0.37 ,0.01,13.83,0.19,50.02,0.02
Armenian_West,17.23,0.05,0.79,0.11,12.26,3.33,0.39,0.1,16.05,0.08,49.54,0
Ashkenazi_Jew,5.09,0.63,3.84,0.35,25.79,13.20,0.38,0.58,14.25,0.80,34.95,0.14
Assyrian_North,18.39,0.1,1.16,0.16,10.77,2.3,0.67,0.09,19.02,0.11,47.22,0
Assyrian_South,17.88,0.14,1.52,0.19,10.92,2.02,0.74,0.28,19.27,0.17,46.83,0.02
Assyrian_West,17.46,0.09,1.42,0.13,11.51,2.31,0.47,0.17,19.11,0.11,47.21,0.02
Austrian_Tyrol,5.65,0.27,0.89,0.11,35.12,35.70,0.1 5,0,3.63,0.37,18.07,0
Azerbaijani_Dagestan,23.45,1.87,0.39,1.05,6.93,14.22,1.47,0.11,8.62,2.04,39.75,0.12
Azerbaijani_Iran,22.15,2.87,0.79,1.01,7.82,8.26,2.88,0.29,12.28,3.02,38.52,0.12
Azerbaijani_Jew,18.75,0.27,1.41,0.16,10.13,2.3,0.91,0.3,18.88,0.16,46.72,0
Azerbaijani_Republic,21.57,2.47,0.84,0.55,8.26,9.05,2.17,0.27,11.90,3.04,39.73,0.12
Azerbaijani_Turkey,20.37,3.02,0.47,0.66,9.25,8.51,2.5,0.09,11.25,3.45,40.27,0.1
Belgian,7.56,0.17,0.66,0.09,37.35,40.90,0.43,0.10,2.17,0.12,10.34,0.06
Bosnian,4.81,0.53,0.39,0.12,25.91,42.79,0.74,0.03,4.67,0.07,19.92,0.01
Bulgarian_Central,5.47,0.62,0.91,0.26,25.87,32.70,0.40,0.04,7.00,0.29,26.44,0.01
Bulgarian_East,6.08,0.71,1.13,0.22,25.37,30.91,0.30,0.03,7.68,0.26,27.29,0.01
Bulgarian_Thrace,6.59,0.41,1.68,0,25.45,26.47,0.61,0,8.53,0.25,29.92,0
Bulgarian_West,5.18,0.64,0.76,0.33,26.50,33.89,0.30,0.02,6.66,0.29,25.42,0.03
Coptic_Egypt,1.95,0,10.72,0.20,11.82,0,0.03,9.88,31.32,0,33.88,0.18
Crimean_Tatar_Mountain,11.39,4.28,0.41,1.2,16.94,20.86,0.72,0.08,7.08,3.75,33.27,0.03
Croat,4.68,0.30,0.43,0.55,27.32,45.25,0.17,0.06,3.41,0.14,17.70,0
Croat_South,4.59,0.41,0.4,0.31,27.14,43.51,0.31,0.04,4.04,0.11,19.1,0.03
Czech,5.06,0.50,0.39,0.21,29.22,49.34,0.57,0.03,1.98,0.06,12.58,0.07
Danish,8.05,0.21,0.12,0.12,35.84,49.66,0.34,0.02,0.25,0.02,5.38,0
Dutch,7.40,0.19,0.03,0.12,37.25,44.28,0.57,0.27,0.54,0.02,9.09,0.25
English,8.91,0.26,0.35,0.02,38.59,43.44,0.20,0.08,0.86,0.04,7.16,0.03
English_North,9.01,0.25,0.27,0.03,38.47,44.34,0.25,0.02,0.65,0.10,6.54,0.02
English_South,9.09,0.26,0.41,0.14,38.28,43.01,0.24,0.07,0.94,0.04,7.44,0.02
French_Corsica,4.81,0,3.00,0,39.95,17.76,0.09,0,8.31,0.06,25.99,0.02
French_North,7.75,0.19,1.29,0.60,38.56,37.37,0.36,0.36,2.56,0.19,10.33,0.42
French_Northeast,7.49,0.34,1.30,0.10,38.30,37.06,0.11,0.13,3.53,0.20,11.19,0.25
French_Northwest,9.26,0.20,0.43,0,38.92,42.21,0.34,0.17,0.86,0.14,7.35,0.08
French_Southwest,5.56,0.16,2.00,0.21,53.12,27.50,0.69,0.12,2.61,0.43,7.54,0.06
Georgian_Kartli-Kakheti,20.47,0.30,0.25,0.22,6.95,9.18,0.69,0.04,9.40,0.04,52.46,0
German,7.00,0.40,0.44,0.15,32.35,48.46,0.33,0.13,1.53,0,9.04,0.16
German_Bavaria,6.87,0.32,0.56,0.11,35.71,39.06,0.15,0,2.40,0.06,14.77,0
German_Northwest,8.26,0.21,0.30,0.13,35.34,47.17,0.22,0.06,0.83,0.02,7.41,0
Greek_Athens,5.40,0.38,1.46,0.27,26.85,20.60,0.16,0.13,10.50,0.34,33.64,0.25
Greek_Cappadocia,11.66,0.41,0.6,0,18.85,6.27,0.13,0,14.23,0.1,47.73,0.02
Greek_Central,6.57,0.30,1.39,0.15,26.97,20.86,0.01,0.23,10.20,0.24,33.07,0.01
Greek_Crete,8.29,0.25,2.44,0.02,22.84,13.54,0.36,0.30,13.40,0.07,38.34,0.12
Greek_Cypriot,8.86,0.14,3.25,0.13,20.88,3.81,0.33,0.37,18.23,0.26,43.72,0
Greek_Foca,6.56,0.19,1.76,0.18,25.37,18.93,0.21,0.02,10.90,0.32,35.62,0
Greek_Fournoi,7.48,0,3.19,0,23.67,13.76,0.26,0,13.04,0.99,37.59,0
Greek_Icaria,5.33,0.76,1.77,0.25,25.46,10.78,0.77,0,13.57,0.11,41.15,0.04
Greek_Izmir,7.35,0.18,2.22,0.08,24.16,15.48,0.15,0.10,12.00,0.04,38.21,0
Greek_Kos,8.51,0.10,2.81,0.29,23.06,10.34,0.16,0.07,14.40,0.22,39.98,0.06
Greek_Lemnos,8.61,0.03,2.25,0,24.94,17.12,0.93,0.09,11.15,0.91,34.30,0
Greek_Macedonia,5.32,0.31,0.60,0.15,28.27,29.61,0.20,0.00,7.24,0.21,28.12,0.00
Greek_Peloponnese,6.05,0.17,1.59,0.11,26.09,22.67,1.02,0.06,10.20,0.23,31.76,0
Greek_Pontus,14.93,0.01,0.41,0.06,12.38,4.19,0.13,0.02,12.78,0.1,54.94,0
Greek_Rhodes,8.41,0.16,2.72,0.36,23.32,9.44,0.16,0.12,14.41,0.1,40.77,0
Greek_Thessaloniki,5.04,0.36,1.51,0.19,26.71,25.24,0.48,0.05,8.95,0.21,31.24,0.03
Greek_Thessaly,5.71,0.39,1.56,0.05,27.83,25.09,0.47,0,8.96,0.13,29.67,0.01
Greek_Thrace,5.98,0.37,1.30,0.04,27.71,24.67,0.29,0,9.26,0.14,30.21,0.01
Hemshin,17.03,0.06,0.41,0.2,9.36,4.68,0.37,0.02,11.13,0.02,56.67,0.01
Hungarian,5.69,1.19,0.59,0.21,28.09,44.65,0.65,0.04,3.31,0.24,15.16,0.02
Hungarian_Alföld,5.24,1.39,0.63,0.22,28.05,45.73,0.66,0.04,3.19,0.17,14.68,0
Hungarian_North,5.16,1.31,0.6,0.26,27.34,46.81,0.55,0.01,2.91,0.13,14.93,0
Hungarian_Transdanubia+Budapest,6.02,0.85,0.55,0.19,28.36,44.2,0.67,0.06,3.37,0.23,15.2,0.02
Hungarian_Transylvania+Székely,6.06,2.42,0.62,0.18,27.89,40.32,0.6,0,4.06,0.73,16.94,0.09
Icelandic,9.57,0.48,0.16,0.06,36.34,47.89,0.29,0,0.15,0.05,5.01,0
Iranian_Arab,18.52,0.29,2.61,0.21,6.69,3.63,4.18,3.35,23.35,0.45,34.63,1.87
Iranian_Lur,27.78,1.32,0.8,0.37,6.35,4.08,4.03,0.5,14.64,0.61,39.33,0.2
Iraqi_Arab,16.56,0.45,2.95,0.27,8.15,3,3.31,3.67,25.43,0.78,33.56,1.82
Iraqi_Baghdad,18.64,0.77,2.42,0.31,8.82,3.91,3.22,2.3,20.37,0.79,37.64,0.8
Iraqi_Jew,17.41,0.02,2.54,0.15,10.92,0.51,0.75,0.46,22.23,0.24,44.74,0
Irish,10.60,0.28,0.05,0.04,39.14,44.43,0.21,0.03,0.08,0.02,5.06,0.01
Italian_Abruzzo,7.59,0.03,3.23,0.04,29.12,16.1,0,0.08,10.91,0.32,32.6,0
Italian_Aosta_Valley,5.82,0.06,1.62,0.14,40.65,29.99,0.25,0.05,4.3,0.03,16.98,0.1
Italian_Apulia,7.38,0.32,2.81,0.34,26.2,17.19,0.27,0.27,11.31,0.41,33.36,0.15
Italian_Basilicata,8.9,0,3.92,0.1,27.08,14.41,0.67 ,0.62,11.23,0.05,32.98,0.04
Italian_Calabria,7,0.13,4.18,0.08,27,11.44,0.26,0.6,13.52,0.22,35.45,0.1
Italian_Campania,7.07,0.09,2.82,0.09,28.91,13.73,0.1,0.33,12.32,0.02,34.34,0.1
Italian_Emilia,6.13,0,1.15,0.18,37.61,22.76,0.14,0.11,7.4,0.25,24.22,0.06
Italian_Friuli_VG,5.44,0.28,1.17,0.01,34.92,29.32,0.08,0,7.03,0,21.72,0.02
Italian_Jew,5.91,0.27,5.61,0.28,26.04,8.53,0.36,1.02,16.51,0.14,35.34,0
Italian_Lazio,6.73,0,2.67,0.05,31.7,19.82,0.26,0.07,9.79,0.17,28.75,0
Italian_Liguria,5.1,0.05,2.01,0.09,37.89,23.23,0.25,0.05,7.89,0.05,23.39,0
Italian_Lombardy,4.75,0.12,1.12,0.04,39.63,25.08,0.17,0.01,6.41,0.03,22.62,0.03
Italian_Marche,6.42,0.08,2.38,0.05,32.91,18.72,0.29,0.27,9.80,0,29.042,0.03
Italian_Molise,6.89,0.1,2.32,0,29.31,15.22,0.03,0. 11,12.03,0.10,33.84,0.02
Italian_Piedmont,5.92,0.13,1.73,0.09,37.82,26.02,0.04,0.04,6.73,0.02,21.37,0.1
Italian_Romagna,6.08,0,1.87,0.13,34.66,20.98,0.1,0,8.99,0,27.19,0
Italian_Sicily,7.31,0.48,4.59,0.10,27.22,13.45,0.25,0.65,12.1,0.05,33.16,0.64
Italian_Trentino,4.79,0.22,0.73,0.04,38.71,29.79,0,0,5.47,0.02,20.22,0
Italian_Tuscany,6.12,0.05,1.21,0.14,36.89,21.81,0.16,0.06,8.21,0,25.36,0
Italian_Umbria,5.96,0.10,1.99,0.19,33.10,20.43,0.1 7,0.09,9.25,0.15,28.46,0.06
Italian_Veneto,5.44,0.04,1.43,0.18,36.93,27.16,0.06,0,5.73,0.15,22.83,0.03
Jordanian_Christian,8.53,0.12,4.85,0.17,15.1,1.09,0.16,1.73,25.8,0.17,42.28,0
Jordanian_Muslim,10.35,0.16,5.57,0.26,12.6,1.84,1.1,5.09,25.03,0.41,35.63,1.99
Kurd_Feyli,27.47,1.12,1.26,0.33,4.98,5.36,3.77,0.34,14.60,0.30,40.12,0.14
Kurd_Kurmanji,24.19,1.39,1.15,0.18,8.64,7.09,2.59,0.26,13.97,0.62,39.81,0.1
Kurd_Sorani,26.73,0.81,0.71,0.51,6.50,6.64,3.39,0.24,14.97,0.66,38.80,0.03
Kurdish_Jew,17.67,0.16,2.3,0.22,10.34,1.04,0.96,0.38,21.72,0.07,45.13,0
Laz,17.25,0.06,0.17,0.25,9.41,5.05,0.1,0,10.19,0.03,57.48,0
Lebanese_Christian,11.27,0.10,3.78,0.09,15.50,1.66,0.21,0.84,22.71,0.11,43.72,0.02
Lebanese_Muslim,12.80,0.40,4.36,0.39,13.11,3.06,1.30,3.46,20.70,0.36,38.62,1.45
Macedonian_East,4.65,0.39,0.52,0.23,29.07,30.58,0.09,0,7.26,0.40,26.82,0
Macedonian_Northeast&Skopje,4.54,0.36,0.68,0.21,27.65,31.03,0.08,0.02,7.28,0.21,27.89,0.05
Macedonian_Polog,5.61,0.27,1.13,0.11,28.51,30.98,0.20,0.02,6.57,0.18,26.39,0
Macedonian_South,5.06,0.27,1.23,0.11,28.81,28.50,0.23,0.02,8.19,0.17,27.46,0
Macedonian_Vardar,5.62,0.48,1.26,0.10,29.18,29.02,0.29,0,6.83,0.21,27.02,0
Mandean,20.14,0.07,2.28,0.11,9.75,0.91,1.65,0.42,20.96,0.19,43.54,0
Moldovan_Central,5.01,0.95,0.83,0.26,24.94,40.17,0.77,0.00,4.96,0.89,21.17,0.04
Moldovan_Gagauz,6.83,0.88,1.53,0.42,25.12,30.38,0.77,0.04,6.51,0.36,27.10,0.06
Moldovan_Jewish,5.42,0.53,4.82,0.79,24.63,13.88,0.12,0.49,14.32,0.28,34.67,0.02
Moldovan_North,4.43,1.26,0.45,0.50,24.27,43.38,0.39,0.12,4.72,0.48,19.99,0.03
Moldovan_South,5.28,0.78,1.21,0.58,25.58,36.57,0.21,0.05,5.98,0.45,23.21,0.11
Montenegrin,4.84,0.61,0.57,0.09,27.95,35.96,0.21,0.02,5.98,0.15,23.62,0.01
Morocco_Jew,5.41,0.00,9.51,0.00,27.33,4.30,0.50,1.10,17.02,0.00,34.03,0.80
Norwegian,8.82,0.80,0.08,0.14,35.39,49.07,0.47,0,0.42,0.18,4.58,0.03
Nusayri_Turkey,12.48,0.49,3.15,0.39,16.16,2.82,0.58,1.16,19.46,0.1,42.95,0.25
Palestinian,10.56,0.37,5.76,0.15,13.25,1.89,0.65,4.58,24.15,0.45,36.51,1.63
Palestinian_Christian,9.34,0.06,4.3,0,15.12,1.29,0.25,1.57,25.1,0.09,42.87,0
Pomak_Bulgaria,5.24,0.47,0.66,0.16,25.26,33.51,0.29,0.01,7.28,0.56,26.51,0.05
Portuguese,4.73,0.15,6.25,0.11,41.65,25.58,0.29,0.83,5.78,0.19,13.34,1.10
Romanian_Banat,5.52,0.86,1.09,0.24,27.14,35.66,0.40,0.04,5.46,0.20,23.39,0.01
Romanian_Crișana,4.71,0.88,1.19,0.21,26.98,38.35,0.63,0.02,4.71,0.46,21.85,0.01
Romanian_Dobrogea,4.88,0.62,0.54,0.40,25.83,34.90,0.35,0.09,6.34,0.26,25.76,0.04
Romanian_Maramureș,5.10,0.95,0.57,0.38,26.85,38.59,0.54,0.01,4.89,0.50,21.58,0.03
Romanian_Muntenia,5.90,1.01,0.62,0.08,26.65,33.68,0.54,0.08,5.59,0.66,25.15,0.02
Romanian_North_Moldavia,5.20,1.17,0.84,0.39,25.64,40.97,0.79,0.05,4.48,0.39,20.06,0.02
Romanian_Oltenia,5.11,0.72,0.98,0.35,27.07,34.25,0.36,0.04,6.36,0.48,24.26,0.01
Romanian_South_Moldavia,5.08,1.32,1.04,0.49,26.76,36.88,0.53,0.02,5.41,0.28,22.17,0.02
Romanian_Transylvania,5.15,0.96,0.94,0.34,27.28,36.39,0.34,0.03,5.55,0.54,22.47,0.01
Sardinian,0,0,4.61,0,56.43,7.79,0,0,8.75,0.04,22.34,0
Scottish,10.19,0.22,0.19,0.12,38.52,44.22,0.22,0.01,0.47,0.03,5.74,0.00
Sephardic_Jew,5.69,0.20,6.19,0.00,26.47,6.09,0.40,0.70,16.18,0.00,38.06,0.00
Serb,4.73,0.79,0.53,0.24,27.31,39.08,0.38,0.04,5.13,0.20,21.57,0.01
Slovenian,4.70,0.44,0.22,0.26,28.92,45.97,0.22,0.06,3.18,0.10,15.90,0
Spanish_Andalusia,5.70,0.22,4.38,0.16,47.02,24.67,0.40,0.17,4.99,0.10,11.79,0.39
Spanish_Aragon,5.86,0.08,3.39,0,48.45,25.57,0.34,0.17,3.80,0.08,12.21,0.15
Spanish_Asturias,6.23,0.04,5.04,0.39,48.59,23.26,0.34,0.66,4.45,0.00,10.52,0.50
Spanish_Baleares,6.00,0.10,2.70,0.40,43.77,27.09,0.24,0.10,4.74,0.22,15.33,0.33
Spanish_Basque,6.47,0.14,1.35,0.21,59.28,25.18,0.20,0.04,1.80,0.16,5.12,0.04
Spanish_Canarias,4.50,0.25,7.93,0.18,39.36,23.46,0.22,1.50,6.70,0.15,13.62,2.12
Spanish_Cantabria,5.07,0.39,3.00,0.04,48.31,27.20,0,0.53,3.31,0.20,11.75,0.22
Spanish_Castilla-Leon,5.43,0,4.31,0.20,45.13,25.39,0.22,0.24,5.29,0.13,13.30,0.35
Spanish_Catalonia,5.43,0.09,2.60,0.10,46.39,27.16,0.46,0.26,4.23,0.09,12.99,0.18
Spanish_Galicia,5.16,0.29,5.08,0.51,45.34,26.31,0.73,0.54,4.38,0,11.30,0.39
Spanish_La_Rioja,5.26,0.10,2.62,0,51.23,26.02,0.46,0.11,3.42,0.10,10.5,0.18
Spanish_Valencia,5.43,0.14,3.66,0.16,46.01,25.63,0.24,0.19,4.93,0.18,13.21,0.23
Swedish,7.80,0.74,0.05,0.09,34.23,51.06,0.25,0,0.53,0.04,5.19,0
Swiss_French,6.95,0.19,0.73,0,36.6,35.81,0,0.12,3. 72,0,15.83,0
Swiss_German,6.87,0.09,0.88,0.05,37.93,37.67,0,0,3 .26,0,13.21,0
Swiss_Italian,3.9175,0.0825,1.1025,0,39.8525,28.55,0.185,0.0625,5.7975,0,20.45,0
Syrian_Christian,9.5,0.12,4.55,0.04,15.11,0.57,0.1,1.7,25.65,0.17,42.48,0
Syrian_Muslim,13.25,0.44,3.56,0.55,11.1,2.94,1.57,3.71,23.82,0.57,36.68,1.81
Talysh_Azerbaijan,25.5,1.24,0.71,0.32,6.32,7.18,3.21,0.14,12.17,1.2,41.97,0.02
Tat_Azerbaijan,22.77,2.20,0.47,0.57,6.50,12.60,2.67,0.20,10.89,1.28,39.44,0
Turk_Ahıska,19.14,0.54,0.45,0.36,8.14,7.90,0.85,0.03,10.34,0.48,51.66,0.04
Turk_Central_Black_Sea,14.81,5.86,0.58,0.81,11.54,9.37,1.09,0.12,10.34,5.63,39.78,0.02
Turk_Central_East,15.68,3.8,0.89,0.55,12.23,9.33,1.45,0.16,11.66,3.91,40.18,0.08
Turk_Central_West,14.48,4.37,0.96,0.53,13.53,10.75,1.35,0.16,11.57,4.52,37.65,0.08
Turk_Cyprus,8.76,0.58,3.06,0.28,18.92,7.35,0.47,1.77,15.8,1.12,40.51,1.23
Turk_Deliorman,8.07,3.08,0.62,0.69,21.58,28.74,0.94,0.07,7.05,2.60,26.53,0.06
Turk_East,18.08,1.73,0.78,0.60,10.65,7.55,1.17,0.08,12.17,1.35,45.75,0.04
Turk_East_Black_Sea,15.19,0.80,0.39,0.13,11.01,5.28,0.30,0,11.25,1.17,54.42,0
Turk_Makedonya,6.76,1.79,1.02,0.50,24.44,26.63,0.53,0.26,8.13,1.01,28.81,0.11
Turk_Northwest,12.88,6.48,1.14,0.79,14.39,14.21,1.13,0.17,9.59,5.55,33.5,0.11
Turk_South,15.42,5.44,1.11,0.51,11.29,10.08,1.6,0.28,11.37,5.1,37.52,0.23
Turk_Southeast,18.06,3.07,0.72,0.29,10.83,8.49,2.18,0.88,13.65,3.48,38.12,0.16
Turk_Southwest,13.7,6.04,1.17,0.56,13.69,12.02,1.33,0.34,10.1,5.8,35.08,0.09
Turk_Trakya,8.48,3.85,1.04,0.37,21.03,25.64,0.86,0.08,7.83,3.00,27.75,0.03
Turk_West_Black_Sea,13.21,4.61,0.72,0.81,14.4,12.92,1.24,0.06,10.47,4.49,36.98,0.03
Turkmen_Iraq,21.88,1.97,1.20,0.49,7.52,5.40,4.10,0.79,16.48,1.12,38.44,0.59
Udi_Azerbaijan,21.35,0.53,0.31,0.23,9.44,8.73,0.79,0.2,11.62,0.4,46.24,0.16
Yazidi,26.02,0.82,1.41,0.57,8.32,6.31,2.78,0.76,13.85,0.56,38.55,0.06
Zaza/Kurd_Turkey,23.89,0.95,0.65,0.24,8.58,7.08,2.11,0.18,13.63,0.68,41.98,0.02
 
Er_Monnezza: So clearly these samples are highly variable. Does this PCA have the samples from the Moots et al 2022 pre-print and the Antonio et al 2022 pre print. If so, are those on the far left corner of the PCA the ancient Tunisians from Carthage (Moots et al. 2022 paper). But as you stated, I think I need a magnifying glass to read it!

edit to my post, ok I see the samples used in the updated post.
 
Mine

Distance to:Dodecadk12bStuvanè
8.05535847R11121_Isola_Sacra_1AD-400AD
8.95988281R1555_Urbino-Bivio_81calCE-210calCE
9.72911096R10343_Italy_bc-Tarquinia_Monterozzi
11.23588003R1292_Cancelleria_500-1400_AD
12.69037824R11749_Tunisia_bc-Kerkouene
13.89749618R1554_Urbino-Bivio_125calCE-220calCE
14.12084629R1291_Cancelleria_500-1400_AD
14.16498853R10338_Italy_bc-Tarquinia_Monterozzi
14.50014138R10344_Italy_bc-Tarquinia_Monterozzi
15.31207040R11780_Tunisia_bc-Kerkouene
15.48362361R10363_Italy_bc-Tarquinia_Monterozzi
16.31872850R1225_Cancelleria_1480_AD
16.48666128R11776_Tunisia_bc-Kerkouene
17.20104357R1556_Urbino-Bivio_81calCE-220calCE
17.28694594R11791_Tunisia_bc-Kerkouene
17.34338202R11120_Isola_Sacra_1AD-400AD
17.45089683R1294_Cancelleria_500-1400_AD
17.62291122R11104_Italy_bc-Pian_Sultano
17.70386963R10340_Italy_bc-Tarquinia_Monterozzi
18.36984486R10361_Italy_bc-Tarquinia_Monterozzi
18.93591825R10359_Italy_bc-Tarquinia_Monterozzi
19.25579913R1557_Urbino-Bivio_81calCE-220calCE
20.74204426R11107_Italy_bc-Pian_Sultano
20.85508331R11105_Italy_bc-Pian_Sultano
22.61264469R1223_Cancelleria_1480_AD
 
Er_Monnezza: So clearly these samples are highly variable. Does this PCA have the samples from the Moots et al 2022 pre-print and the Antonio et al 2022 pre print. If so, are those on the far left corner of the PCA the ancient Tunisians from Carthage (Moots et al. 2022 paper). But as you stated, I think I need a magnifying glass to read it!

edit to my post, ok I see the samples used in the updated post.

A good number of the samples from Tunisia are unlikely native north African, could have been a mix. You can also see this from their uniparental markers.
 
A good number of the samples from Tunisia are unlikely native north African, could have been a mix. You can also see this from their uniparental markers.

Yes the Moots et al 2022 samples were indeed a mix. I went back and looked at it again. Some were local Amazigh related, but only 1 was 100% Amazigh-Berber, the rest of the Carthaginians had local Amazigh-Berber plus Steppe of about 15-20%, some significant EEF ancestry, and plot further North than Modern North Africans. 7 of the ancient Carthage samples plotted near Bronze Age Sicily and Central Italian populations, 1 of those was related to Greek colonies in Iberia (per Figure 4) . So trade links via sea no doubt.

So yes, many of those ancient Tunisian samples are from Southern Europe.

Addendum to post. I see Duarte provided Figure 4. Thanks. That clarifies everything really well.
 
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A good number of the samples from Tunisia are unlikely native north African, could have been a mix. You can also see this from their uniparental markers.

About half are mixed (including one pure North African) and the other half have virtually no North African origin.

SampleTAFORALT + SSA %
SIM_Tunisia_Kerkouane_5:R11759___BC_65144,9
SIM_Tunisia_Kerkouane_3:R11778___BC_58316,8
SIM_Tunisia_Kerkouane_3:R11755___BC_58314,1
SIM_Tunisia_Kerkouane_3:R11746___BC_57214,1
SIM_Tunisia_Kerkouane_1:R11791___BC_5767,1
SIM_Tunisia_Kerkouane_4:R11790___BC_5836,8
SIM_Tunisia_Kerkouane_1:R11749___BC_5835,1
SIM_Tunisia_Kerkouane_2:R11776___BC_5831,1
SIM_Tunisia_Kerkouane_1:R11753___BC_5310,9
SIM_Tunisia_Kerkouane_2:R11751___BC_5690,5
SIM_Tunisia_Kerkouane_1:R11793___BC_5830
SIM_Tunisia_Kerkouane_2:R11780___BC_5810
 

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