Computational and Molecular Population Genetics Lab, Institute of Ecology and Evolution, University of Bern, Bern, Switzerland.
Mol Biol Evol. 2013 Jan;30(1):57-61. doi: 10.1093/molbev/mss203. Epub 2012 Aug 25.
Cavalli-Sforza and Edwards (Analysis of human evolution. 1963. In: Geerts SJ, editor. Genetics today: Proceedings of the 11th International Congress of Genetics, The Hague, The Netherlands. New York: Pergamon. p. 923-993.) initiated the representation of genetic relationships among human populations with principal component (PC) analysis (PCA). Their study revealed the presence of a southeast-northwest (SE-NW) gradient of genetic variation in current European populations, which was interpreted as the result of the demic diffusion of early neolithic farmers during their expansion from the near east. However, this interpretation has been questioned, as PCA gradients can occur even when there is no expansion and because the first PC axis is often orthogonal to the expansion axis. Here, we revisit PCA patterns obtained under realistic scenarios of the settlement of Europe, focusing on the effects of various levels of admixture between paleolithic and neolithic populations, and of range contractions during the last glacial maximum (LGM). Using extensive simulations, we find that the first PC (PC1) gradients are orthogonal to the expansion axis, but only when the expansion is recent (neolithic). More ancient (paleolithic) expansions alter the orientation of the PC1 gradient due to a spatial homogenization of genetic diversity over time, and to the exact location of LGM refugia from which re-expansions proceeded. Overall we find that PC1 gradients consistently follow an SE-NW orientation if there is a large paleolithic contribution to the current European gene pool, and if the main refuge area during the last ice age was in the Iberian Peninsula. Our study suggests that an SE-NW PC1 gradient is compatible with little genetic impact of neolithic populations on the current European gene pool, and that range contractions have affected observed genetic patterns.
卡瓦利-斯福扎和爱德华兹(1963 年)在《人类进化分析》中,利用主成分(PCA)分析来表示人群之间的遗传关系。他们的研究揭示了当前欧洲人群中存在着从东南到西北(SE-NW)的遗传变异梯度,这被解释为新石器时代农民在从近东扩张过程中的人口扩散结果。然而,这种解释受到了质疑,因为 PCA 梯度即使在没有扩张的情况下也可能出现,而且第一 PC 轴通常与扩张轴正交。在这里,我们重新审视了在欧洲定居的现实情景下获得的 PCA 模式,重点关注了旧石器时代和新石器时代人群之间不同程度的混合以及末次冰盛期(LGM)期间范围收缩的影响。通过广泛的模拟,我们发现第一主成分(PC1)梯度与扩张轴正交,但仅在扩张是最近的(新石器时代)时才如此。更古老的(旧石器时代)扩张会由于遗传多样性随时间的空间均匀化以及从 LGM 避难所进行再扩张的具体位置而改变 PC1 梯度的方向。总体而言,如果当前欧洲基因库中有大量的旧石器时代贡献,并且在上一个冰河时代的主要避难区在伊比利亚半岛,那么 PC1 梯度就会一直遵循从东南到西北的方向。我们的研究表明,如果新石器时代人口对当前欧洲基因库的遗传影响很小,并且范围收缩影响了观察到的遗传模式,那么 PC1 梯度的东南-西北方向是一致的。