Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2016 Sep;117(3):135-41.
doi: 10.1038/hdy.2016.32. Epub 2016 May 11.

Geographic differentiation of domesticated einkorn wheat and possible Neolithic migration routes

Affiliations

Geographic differentiation of domesticated einkorn wheat and possible Neolithic migration routes

A Brandolini et al. Heredity (Edinb). 2016 Sep.

Abstract

To analyse the spread of domesticated einkorn into Europe, 136 landraces, 9 wild einkorns and 3 Triticum urartu were fingerprinted by the diversity array technology sequence (DArT-seq) marker technology. The obtained 3455 single-nucleotide polymorphism (SNP) markers confirmed earlier results about the separation of wild and domesticated einkorn from T. urartu and about the pinpointing of the domesticated forms to the Karacadağ Mountains (Turkey). Further analyses identified two major domesticated landrace einkorn groups, one relating to the Prealpine region and the other to the Maghreb/Iberian region. The previously published four geographical provenance groups were mostly identified in our results. The earlier reported unique position of the Maghreb/Iberia einkorns cannot be confirmed, as the three landrace clusters we identified with STRUCTURE also occur in the remaining einkorn, although at different frequencies. The results are discussed with respect to the spreading of domesticated einkorn into Western Europe and two possible Neolithic migration routes are indicated.

PubMed Disclaimer

Figures

Figure 1
Figure 1
Neighbour joining of 136 T. monococcum, 8 T. boeoticum and 3 T. urartu fingerprinted by 3455 SNP DArT-seq markers. Bootstrap values ⩾70% are reported and common-origin accessions clustering together are shown by country name.
Figure 2
Figure 2
STRUCTURE analyses with K ranging from 2 to 5 (on the left) and principal coordinates analysis (principal component 1 (PC1) vs PC2 and PC3 vs PC4, on the right) of 136 T. monococcum, 8 T. boeoticum and 3 T. urartu based on 3455 SNP DArT-seq markers.
Figure 3
Figure 3
Geographical distribution of population structure in T. monococcum, T. boeoticum and T. urartu accessions based on 3455 SNP DArT-seq markers as revealed by STRUCTURE in a model assuming five clusters (K=5). The pie charts summarise the results of the accessions from each region, with the proportional membership of the alleles to each one of the five clusters. The size of each pie is relative to the number of accessions per country. Two possible Neolithic migration routes are outlined.

References

    1. Abdel-Aal E-SM, Hucl P, Sosulski FW. (1995). Compositional and nutritional characteristics of spring einkorn and spelt wheats. Cereal Chem 72: 621–624.
    1. Anderson EC, Dunham KK. (2008). The influence of family groups on inferences made with the program Structure. Mol Ecol Resour 8: 1219–1229. - PubMed
    1. Antolín F, Jacomet S, Buxó R. (2015). The hard knock life. Archaeobotanical data on farming practices during the Neolithic (5400–2300 cal BC) in the NE of the Iberian Peninsula. J Archaeol Sci 61: 90–104.
    1. Badaeva ED, Keilwagen J, Knüpffer H, Waßermann L, Dedkova OS, Mitrofanova OP et al. (2015). Chromosomal passports provide new insights into diffusion of emmer wheat. PLoS One 10: e0128556. - PMC - PubMed
    1. Bocquet-Appel JP, Naji S, Vander Linden M, Kozlowski JK. (2009). Detection of diffusion and contact zones of early farming in Europe from the space-time distribution of 14C dates. J Archaeol Sci 36: 807–820.