Researchers have not found close ties between the Golden Horde elite and modern Kazakhs.

An excerpt from a large-scale study of remains from burial mounds (kurgans) of the Golden Horde was recently published in specialized Western literature. The work was conducted in Kazakhstan by a team of specialists led by Aiken Askapuli of the University of Wisconsin (USA).
Research was conducted on the genomes of the remains of four representatives of the highest nobility of the Golden Horde, part of whose territory included the lands of the modern Republic of Kazakhstan.
The research focused primarily on paternal lineages, based on Y chromosomes. One of the goals of this study was to identify which modern human populations (communities, nationalities) could be attributed to the descendants of the Golden Horde elite.
Aiken Askapuli:
Also examined were female remains belonging “according to the chronicles” to Bolgan Ane, male remains from the burial of Alash Khan, as well as from the Ayakkamir tomb (“Lower Tomb”).
Askapuli states that, based on a range of analyses, it was possible to establish that the remains in the burials belong to individuals with family ties.
Research team representatives:
The study established that the inhabitants of the Golden Horde trace their genomic origins to ancient inhabitants of northeast Asia, including those living in the Amur River basin, approximately 5-6 BC. The so-called second ("new") population of the Golden Horde is related to the Scythian population.
Askapuli:
It is noted that the group cannot extend this statement to the entire Mongol Empire, but is inclined to speak quite definitively with regard to the elite of the Golden Horde.
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