G C A T
T A C G
G C A T
genes
Review
Unlocking Horse Y Chromosome Diversity
Irene Cardinali 1, * , Andrea Giontella 2, * , Anna Tommasi 3 , Maurizio Silvestrelli 2 and Hovirag Lancioni 1
1
2
3
*
Department of Chemistry, Biology and Biotechnology, University of Perugia, 06123 Perugia, Italy
Department of Veterinary Medicine, University of Perugia, 06126 Perugia, Italy
Department of Biology and Biotechnology “L. Spallanzani”, University of Pavia, 27100 Pavia, Italy
Correspondence:
[email protected] (I.C.);
[email protected] (A.G.)
Abstract: The present equine genetic variation mirrors the deep influence of intensive breeding pro‑
grams during the last 200 years. Here, we provide a comprehensive current state of knowledge on the
trends and prospects on the variation in the equine male‑specific region of the Y chromosome (MSY),
which was assembled for the first time in 2018. In comparison with the other 12 mammalian species,
horses are now the most represented, with 56 documented MSY genes. However, in contrast to the
high variability in mitochondrial DNA observed in many horse breeds from different geographic
areas, modern horse populations demonstrate extremely low genetic Y‑chromosome diversity. The
selective pressures employed by breeders using pedigree data (which are not always error‑free) as
a predictive tool represent the main cause of this lack of variation in the Y‑chromosome. Neverthe‑
less, the detailed phylogenies obtained by recent fine‑scaled Y‑chromosomal genotyping in many
horse breeds worldwide have contributed to addressing the genealogical, forensic, and population
questions leading to the reappraisal of the Y‑chromosome as a powerful genetic marker to avoid the
loss of biodiversity as a result of selective breeding practices, and to better understand the historical
development of horse breeds.
Keywords: horse Y‑chromosome variation; horse genetic diversity; uniparental genetic markers;
worldwide horse breeds; horse MSY phylogeny
Citation: Cardinali, I.; Giontella, A.;
Tommasi, A.; Silvestrelli, M.;
Lancioni, H. Unlocking Horse Y
Chromosome Diversity. Genes 2022,
13, 2272. https://doi.org/10.3390/
genes13122272
Academic Editor: Chunjiang Zhao
Received: 22 October 2022
Accepted: 30 November 2022
Published: 2 December 2022
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Attribution (CC BY) license (https://
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4.0/).
1. Introduction
The horse (Equus caballus) is one of the domestic species to have played an important
role in the development of human society. Over the centuries, their domestication necessarily
resulted in a strong pressure in the selection of individuals and breeds [1–4]. The adaptation
of horses to the human niche led to the current genetic variation [5,6] carried by the domestic
horses that left the Western Eurasian steppes at the beginning of the second millennium BC
and moved towards Eurasia, thus almost entirely replacing the wild populations [7].
Methodological and bioinformatics tools have recently been developed, allowing for
increased accuracy in the analysis of high‑throughput genomes, and over last decades,
the equine research community has aimed to reconstruct the evolutionary paths that can
still be detected in their genomes [8]. Genetic evidence has pinpointed multiple horse
domestication events occurring across Eurasia 5000–6000 years ago [2,9–16]. After this
evidence emerged, the history of the horse domestication process was revised. Further‑
more, the analysis of the horse remains from the Botai site, deeply described by Outram
and colleagues [13], identified this area as the cradle of extant Przewalski’s horses’ an‑
cestors [17], while modern horses have been domesticated in a more Western centre: the
lower Volga‑Don region [7]. The first appearance of the ancestor of all modern horses is
dated back to 4200 years ago [18]. Since then, both the disappearance of the earliest domes‑
tic lineages and the emergence of the modern ones occurred, with an increasing genetic
variability that remained constant during the last 4000 years until it significantly dropped
in the last ≈250 years [19]. These modern horse lineages rapidly spread across Eurasia,
colonizing a region from central Anatolia to central Russia, completely replacing almost
Genes 2022, 13, 2272. https://doi.org/10.3390/genes13122272
https://www.mdpi.com/journal/genes
Genes 2022, 13, 2272
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all other local populations about 4000 years ago [18]. The genetic profile of these colo‑
nizing horses was found in the archaeological remains buried in Sintashta kurgans in the
West‑Eurasian steppe [20,21].
The improvement of livestock breeds usually involves inbreeding to select individu‑
als with favorable traits [22]. Recently, many studies have been focused on the loss of bio‑
diversity [23–25] or the increase in deleterious genotypes [26] caused by such inbreeding
(as reviewed in [7]). In the last 200 years, the inbreeding practice led to the phenotypical
expression at homozygous sites of deleterious variants [27], as highlighted when the co‑
efficients are calculated in order to evaluate the genetic diversity among different horse
breeds [28–78]. Inbreeding has caused reduced fertility and survival among offspring of
related individuals, resulting in a decline in fitness [79] and the emergence of disadvan‑
tageous traits [27,80]. The increased knowledge about inbreeding depression and the ge‑
netic structure of breeds [81,82] have allowed breeders to select horses by avoiding mating
closely related individuals [83].
The risk of losing genetic diversity, resulting in more uniform populations with highly
specialized traits, is especially evident in those breeds that are under strong human se‑
lection [26]; thus, it is recommended that breeders use the less intensive practice of line
breeding and ensure a certain extent of variation among horse breeds [84]. As a result
of intensive breeding programs, domestic horse populations changed along with the hu‑
man development, above all in the last 200 years [19], as highlighted by most research
focused on autosomal loci or maternally inherited mitochondrial DNA (mtDNA) (as re‑
viewed in [85]).
2. The Horse Genome
In 1995, the international consortium of the Horse Genome Project was established to
enhance knowledge about the evolutionary history and inherited traits of domestic horses,
supported by many funding organizations. The project’s team of researchers decoded the
diploid genome of a domestic horse named Twilight, an English Thoroughbred female
racehorse, and found that the genome is distributed over 31 pairs of autosomes, the X
chromosomes and the mitochondrial genome.
The RefSeq genome records for E. caballus were annotated by an automated pipeline
(NCBI Eukaryotic Genome Annotation Pipeline) on the only two high‑quality genome as‑
semblies for equids: EquCab2.0 (accession number: GCF_000002305.2) [86] and EquCab3.0
(accession number: GCF_002863925.1) [87].
The first reference sequence (EquCab2.0) was obtained by performing a Sanger se‑
quencing with a 6.8‑fold genomic coverage and including about 315,000 BAC clones from
a library collected from Twilight’s half‑brother, Bravo [88], and partial sequences from
seven horses belonging to different breeds. Over a million of SNPs were identified and
used to perform molecular, evolutionary and clinical studies on horses [89].
As EquCab2.0 contained many gaps, the genome of Twilight was re‑sequenced and
assembled in 2018 using high‑throughput sequencing technologies, thus resulting in the
new reference genome: EquCab3.0. The new assembly contains 3771 gaps comprising
9 Mb (0.34% of the genome) with a scaffold N50 of 86 Mb (Table 1) [87,90].
Horse Y Chromosome Sequencing and Comparison with Humans and Other Mammals
However, the resulting horse reference genome was still incomplete as it was based
on the genome of a female horse; that is, the analysis of the horse Y chromosome was lack‑
ing. During last ten years, many efforts have been made to produce Y chromosomal DNA
data for E. caballus [16,91,92]. Until 2018, Janečka and colleagues published the assembly
of 9.5 Mb based on the sequencing of the Y chromosome from the thoroughbred stallion
Bravo, thus providing the first comprehensive assembly of the male‑specific region of the
Y chromosome (MSY) (accession number: MH341179) [93].
Genes 2022, 13, 2272
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Table 1. Genome information for reference and representative genomes of horse (EquCab3.0;
GCF_002863925.1).
Type
Name
RefSeq
INSDC
Size (Mb)
GC%
Protein
rRNA
tRNA
Other
RNA
Gene
Pseudogene
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
Chr
‑
Un
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
X
MT
‑
NC_009144.3
NC_009145.3
NC_009146.3
NC_009147.3
NC_009148.3
NC_009149.3
NC_009150.3
NC_009151.3
NC_009152.3
NC_009153.3
NC_009154.3
NC_009155.3
NC_009156.3
NC_009157.3
NC_009158.3
NC_009159.3
NC_009160.3
NC_009161.3
NC_009162.3
NC_009163.3
NC_009164.3
NC_009165.3
NC_009166.3
NC_009167.3
NC_009168.3
NC_009169.3
NC_009170.3
NC_009171.3
NC_009172.3
NC_009173.3
NC_009174.3
NC_009175.3
NC_001640.1
‑
CM009148.1
CM009149.1
CM009150.1
CM009151.1
CM009152.1
CM009153.1
CM009154.1
CM009155.1
CM009156.1
CM009157.1
CM009158.1
CM009159.1
CM009160.1
CM009161.1
CM009162.1
CM009163.1
CM009164.1
CM009165.1
CM009166.1
CM009167.1
CM009168.1
CM009169.1
CM009170.1
CM009171.1
CM009172.1
CM009173.1
CM009174.1
CM009175.1
CM009176.1
CM009177.1
CM009178.1
CM009179.1
‑
‑
188.26
121.35
121.35
109.46
96.76
87.23
100.79
97.56
85.79
85.16
61.68
36.99
43.78
94.6
92.85
88.96
80.72
82.64
62.68
65.34
58.98
50.93
55.56
48.29
40.28
43.15
40.25
47.35
34.78
31.4
26
128.21
0.02
97.81
41.7
42.2
41.0
39.8
40.9
41.5
42.7
42.7
39.9
41.7
45.6
45.0
47.0
40.6
41.3
42.0
38.6
39.2
39.6
41.4
40.3
45.2
40.4
43.2
45.2
39.8
39.5
42.7
40.4
40.3
41.2
39.3
42.0
44.5
4764
329
2541
2013
2951
2868
3422
2246
1378
3009
3163
1767
2034
2016
1917
2309
1019
1489
1272
1866
101
1501
850
1257
1656
698
763
1174
676
527
446
2087
13
908
4
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
‑
2
8
30
‑
9
17
69
2
5
6
10
4
35
9
26
8
6
5
5
4
2
196
2
1
1
2
2
‑
1
3
1
1
1
3
22
8
1219
790
666
566
779
603
698
734
491
660
687
350
426
538
598
548
321
488
328
489
264
391
476
509
336
197
196
378
213
195
130
514
‑
618
2591
1559
1333
1133
1566
1431
1985
1168
753
1637
1568
1212
965
1041
1011
996
569
685
627
1271
584
779
544
740
775
403
356
587
342
305
242
1206
37
1169
193
92
110
100
97
113
222
90
53
167
62
231
35
73
58
52
62
53
62
106
61
26
52
48
60
34
23
26
50
30
25
134
‑
247
Several special features set the Y chromosome apart from the rest of genome: its male‑
limited transmission, the absence of recombination, abundance of Y‑specific repetitive se‑
quences, degeneration of Y‑linked genes during evolution, acquisition of autosomal genes,
and accumulation and functional cluster of “testis genes” for maleness and reproduction.
The recent advent of new molecular tools in genomics shed light on the biological and med‑
ical relevance of the Y chromosome and helped answer specific biological queries about
the roles of the Y chromosome in testis determination, spermatogenesis and beyond the
reproductive tract, with a large implications on health and disease [94].
The human Y chromosome was sequenced in 2003 [95], followed by the Y chromo‑
somes of chimpanzee, mouse and rhesus macaque [96–98]. To date, additional Y chromo‑
some genes have been mapped and/or functionally analysed in many other species, from
insects [99] to carnivores [100] and cattle [101,102], and to a limited extent for other domes‑
ticated species [103,104], often targeting specific questions.
Comprehensive comparative genomic analyses of the Y chromosomes of multiple
mammalian species have demonstrated that, despite their shared ancestry in terms of evo‑
lutionary history, mammalian Y chromosomes display enormous variation in size, gene
content, and structural complexity among species. Several unique features of the Y chro‑
mosome, such as the opportunities for crossing over restricted to the pseudoautosomal re‑
gions, the functional specialization for spermatogenesis and the high degree of sequence
amplification of repetitive DNA, have contributed to this wide variation [94]. Nevertheless,
the species studied until now showed a progressive genetic decay in the MSY’s diversity
resulting in deletions and gene losses that collectively decimated the Y chromosome [105].
In horses, even though the stallion fertility has prime importance in breeding management,
very little is known about the complexity of the equine Y chromosome’s structure and its
genetic degeneration.
Genomic analyses recently showed several autosomal loci and mutations significantly
associated with stallion fertility [106], and abnormalities in a number of X‑ and/or Y chro‑
Genes 2022, 13, 2272
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mosomes have been shown to be causes for aberrant sexual development [107]. As pre‑
viously reviewed [83], among all the above mutations associated with infertility, only the
deletion in the sex‑determining region (SRY) leads to infertility in horses, which was found
in the 25% of horses with chromosomal aberrations, but it was not detected in other
species [108]. All other alterations and rearrangements known to be associated with horse
infertility are ascribed to loci not localized in the Y chromosome. Currently, the growing
deep sequencing and SNP genotyping array is likely to increase the number and complex‑
ity of chromosomal syndromes associated with infertility detected in horses, especially
those related to Y‑chromosomal abnormalities, where the complex genetic architecture is
still understudied [82,109].
The exclusion of the Y chromosome from genomic analyses may previously have been
justifiable, based on the assumption that it was a genetic wasteland, a junkyard, a barren
chromosome [110]. Nowadays, the increase in published studies on the topic makes clear
the potential of analyses focused on the variation in the Y chromosome for identifying
individuals with greater susceptibility to disease and for forensic analysis and paternity
testing. As argued by Chowdhary and other researchers, “Finally, the Y chromosome got
some stardom and was not just referred to as the sex‑determining chromosome” [111,112].
Nevertheless, the horse Y chromosome remains the most understudied chromosome
in the equine genome. It is comparable in size to the smallest equine autosomes, around
40–50 million base pairs (Mbp). A very limited effort has been made to date to develop a
gene map for this chromosome and understand its structure and organization [113].
In 2018, Janečka and colleagues generated the first comprehensive assembly and func‑
tional annotation of the euchromatic male‑specific region of the Y chromosome (eMSY).
They demonstrated its dynamic nature and provided a reference sequence useful in im‑
proving our knowledge about the male equine development and fertility [93]. In a radial
plot denoting the presence or absence of a gene on the Y chromosome, Janečka and collabo‑
rators recorded 88 unique genes and transcripts and compared them across 13 mammalian
species (12 from Eutheria and one from Metatheria). The horse was the most represented
with 56 documented genes (56% of MSY), among which there are five pseudoautosomal
genes and no pseudogenes, followed by human and pig, with published evidence for 38%
of the MSY in these species (Figure 1 and Table S1).
Figure 1. Rate of MSY gene data for 13 mammalian species available in 2018 when the horse Y chro‑
mosome assembly was released. Details and comparison were described in [93]. Each bar represents
the amount of MSY coding genes, pseudogenes and transcripts known (or not) in horses and other
eutherian species with sequenced or partially sequenced MSYs. See also Table S1.
Genes 2022, 13, 2272
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The conservation of equine MSY was at higher level [93] than that previously ob‑
served in primates [96,97]; indeed, even though the divergence time between horse and
donkey [114] is comparable to that between human and chimpanzee [96], they show sig‑
nificantly different evolutionary rates in the MSY. Horse and donkey retain the same single‑
copy MSY and multi‑copy sequences [93,113], while more than 30% of human and chim‑
panzee MSY genes are not homologous and differ in gene content [96].
3. The Debate about Stallion Pedigrees
In contrast to the high mtDNA variability reported in previous studies [2,8,9,115,116],
which was already present immediately after their domestication [17,19,117], the Y chromo‑
some shows a very low level of genetic polymorphism in modern horse populations [91,118].
Despite a large diversity of domestic male founders contributing to their early domestica‑
tion [117], the Y chromosome variability considerably decreased in the last 200 years because
of selective pressures and the reduction in the stallion population size operated by breed‑
ers [19]. It is known that Thoroughbreds in particular were widely used in the development
of many breeds to obtain a less bulky and lighter horse more suitable for riding [119].
Due to the intensive selection of stallions, the establishment of a studbook‑mediated
sire line represents the main cause of this lack of Y‑chromosome variation. The importation
of stallions used to improve autochthonous breeds started from the Arabian region, where
the modern legacy is represented only by few foundation sires, thus confirming the strong
sex bias in horse breeding [26]. In any case, there are significant differences among the
quality of breeding information depending on the breed.
It is common knowledge that pedigree has been used in breeding programs as a pre‑
dictive tool for the unique and reliable identification of individual organisms in breeding
management and conservation since to the late 18th century [120]. Pedigree data were al‑
ready employed to analyse the population’s structure and identify factors that affected the
genetic variability of horses [121].
The pedigrees of Arabian Horses, English Thoroughbreds and some European
breeds [61,70,75,77,84,111,122] have been deeply described in the dedicated studbooks,
showing a notable influence of Arabian, Spanish and Thoroughbred stallions. However,
the information included in studbooks is not always error free, and genetic analyses are
essential for an accurate characterization of patrilines in a breed [77]. Indeed, for horses,
as for many other species, it is crucial to know the animal’s founders; thus, today, the accu‑
racy of pedigrees recorded in modern horse studbook/registries is based on the parentage
verification [123].
Through the molecular analysis of DNA markers, it is possible to depict the genetic vari‑
ation of a breed and allow for the identification of errors in the pedigree registration [124,125].
These analyses could ensure the accuracy of studbook data and prevent the loss of genetic
diversity, thus representing a crucial factor for the preservation and management of indige‑
nous breeds. In any case, the results of molecular analysis depend on the sample received
from individuals which could tamper with the material to have a specific result [123]. As
many horse breeds were improved with the Arabian Horse, this breed was subject to accu‑
rate molecular analyses. The examination of nearly 400 Arabians and related breeds revealed
extensive outcrossing to the English Thoroughbred, even though the pedigrees reported an
entirely Arabian ancestry [126]. This is only one example of the frauds that move around the
horse pedigrees with economic and race‑related motivations. Nevertheless, the genomes
of these horses unveiled a particular genetic signature probably representing the common
ancestor of both Arabian and English Thoroughbred horses. However, no sampled mod‑
ern population has provided answers for the places and times of origin of the ancestral
population [126]. The Y‑chromosome sequence data date back the origin of modern Ara‑
bian horses above all to crosses of mares native to the British Isles with three oriental
stallions (Godolphin Arabian, Darley Arabian and Byerly Turk), although Thoroughbreds
seems to share ancestry with Akhal‑teke horse, the remnant of the Turkoman horse [91].
Furthermore, the contribution from these three stallions to the genome of an English Thor‑
Genes 2022, 13, 2272
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oughbred is probably overestimated [127], and even if Arabian and English Thoroughbred
breeds share a common ancestry that has not been deepened, there is a small proportion of
Arabian DNA in the modern Thoroughbred [126,128]. The identification of the prohibited
outcrossing (a practice of crossing between different breeds made to introduce distantly
related genetic material into a breeding line) in most of Arabian samples created many
controversies among breeders and buyers [123]. Thus, they cannot count on the pedigree
of all modern horses to be accurate, and the matter does not concern the qualities of the
animal, but rather the violation of breed definitions and the tampering of registries. Ge‑
netic tools could rapidly improve the accuracy of studbooks and registries, tell the history
of each horse and also acquire a cultural significance only if based on the integrity of all
subjects involved in the equine industry [123].
4. The Horse Y Chromosome’s Variation
Until recent times, the main problem with the horse paternal marker was the lack
of sequence polymorphisms [129], and only a few patrilines were suggested in horse
domestication [1,130,131].
When the first microsatellite sequences for the equine MSY were detected [130,132]
and used to analyse the variability among horse breeds from different continents, no vari‑
ants were individuated in modern breeds, except for two alleles detected in one polymor‑
phic site (YA16) of native Chinese horses [133]. Later, the sequencing of 4 kb of Y chro‑
mosome DNA derived from nine ancient remains (one 2800‑year‑old domesticated horse
and eight wild horses) retrieved in permafrost sites of Siberia and North America, and
the comparison with the known Y‑chromosomal polymorphisms in modern domestic and
Przewalski’s horses, allowed for the identification of 28 segregating sites and eight differ‑
ent haplotypes, thus confirming a genetic variability among horses before domestication
also in the paternal line [134] and stimulating new research in this field. In 2017, Librado
and colleagues analysed the genomes of 14 horses lived from Bronze to Iron Ages, con‑
firming the presence of a large genetic diversity in the early stages of domestication [117].
Recently, the presence of the most ancient paternal lines in Chinese native horses was con‑
firmed through the analysis of 16 Y‑chromosomal microsatellite markers, thus reporting
for the first time seven novel microsatellite loci [135], in addition to those previously de‑
tected [130,132,136]. Among them, four were highly polymorphic only in Chinese local
populations and the analysis of the genetic relationships between all the 268 male horses
analysed allowed for the identification of 19 Y‑chromosomal haplotypes. Three indigenous
breeds (Debao pony, Guizhou and Jinjiang) living in the isolated regions of southwestern
China, showed haplotypes distant from those arbored by other Chinese indigenous and in‑
troduced horses, thus suggesting a highly paternal diversity preserved in this geographic
area [135]. In the last twenty years, many modern horse breeds from different geographic
areas were analysed for the Y chromosome by employing different sequencing technolo‑
gies (Table S2).
In some cases, the MSY from modern horse breeds was compared with the results
from Przewalski’s horse [52,91,111,133,136], which is considered the feral descendant of the
domesticated Botai horse [17] and has been thoroughly investigated; as a result, a certain
number of variable sites were individuated, and a horse Y‑chromosomal phylogeny was
generated [84,91,111].
In 2013, Wallner and colleagues sequenced Y‑chromosomal BAC clones to obtain a
systematic screen for horse Y‑chromosomal variants, and described, for the first time, the
relationships among the identified haplotypes [92]. They observed a strong influence from
the Near East, with the description of six MSY haplotypes for modern horses and two addi‑
tional haplotypes from the Przewalski’s horse [137]. Among these, three haplotypes (HTs)
were particularly common: HT1 represents the ancestral haplotype and was distributed
across almost all breeds analysed; HT2 was frequent among all breeds, except for those
from Northern Europe and the Iberian Peninsula; HT3 was present above all in the En‑
glish Thoroughbred [92]. All the remaining haplotypes arose from HT1 and were found
Genes 2022, 13, 2272
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only in Northern European breeds. The widespread presence of HT1 and HT2 is probably
due to the Oriental wave, as Arabian horses carrying these MSY haplotypes were imported
into Central European studs, while the frequency of HT3 in modern horses is attributable
to the intensive use of English Thoroughbred in the improvement of other horse breeds.
The SNPs and indels identifying the different haplotypes were further investigated in
42 breeds from different areas of Europe, Asia and America [136] and in 13 Chinese in‑
digenous [138], 3 Sardinian [139] and 1 Kazach [140] horse breeds (Figure 2 and Table S3).
Figure 2. Geographic distribution of Y‑chromosome haplotypes (classification as in [92,138]) among
76 modern horse breeds from different geographic areas. Further details are reported in Table S3.
HT1 is the most represented haplotype in the Eurasian context, followed by HT2,
which is also particularly frequent among American horse breeds. In particular, differently
from the European and North American breeds [92,136], almost half of Chinese horses did
not show a direct link between the SNP T/A and the deletion in np 10,594 for the HT3 [138].
The same low variability in the other modern European breeds was observed in three local
breeds from Sardinia (Italy), each showing one distinctive haplotype (HT1, HT2 and HT3)
frequency: 50% of HT1 in the Sarcidano breed, 75% of HT2 in the Giara breed and 58%
of HT3 in the Sardinian Anglo‑Arab breed [139]. These haplotype distributions highlight
the replacement of autochthonous Y chromosomes with the import of stallions belonging
to three paternal lines (ancestral line, Neapolitan/Oriental and Thoroughbred wave) for
the improvement of native breeds. Contrary to these findings, Chinese indigenous horse
populations seem to have preserved their genetic diversity because they have not been
subjected to intensive selection, thus presenting a particular genetic pattern and unique
MSY haplotype variants [133,135,138,141,142]. A recent study focused on a large sample
of Chinese horses filled the known gap in the worldwide context by adding information on
the Asian populations not previously analysed [142]. The screening of single‑nucleotide
polymorphisms (SNPs), copy number variants (CNVs) and allele‑specific CNVs showed
a deep genetic distance between Chinese indigenous horse populations and those from
Europe and the Middle East.
Two microsatellites investigated in Hucul and Mongolian horses (YP9) and in a Shetland
pony (YN04) [136], in addition to the analyses of Y‑chromosome‑specific high‑resolution hap‑
Genes 2022, 13, 2272
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lotyping, have revealed even more variation among European domestic horses [91] and the
SNP at locus YA16 in the Yakutian Horse [143,144], thus confirming the Y variability within
this breed and the preservation of the autochthonous variation [143].
In 2017, Wallner and colleagues partially assembled Y‑linked regions and generated a
horse MSY reference sequence of 2491 high‑quality single‑copy contigs, covering a length
of 1.46 Mb [91] of the 15 Mb‑spanning euchromatic part of the horse MSY [113,145]. Then,
they mapped the whole‑genome data of 52 male domestic horses from 21 breeds, a Prze‑
walski’s horse and a donkey, to detect their MSY variants and build a phylogenetic tree
using the Przewalski’s horse and donkey as outgroups [91]. They observed that almost
all MSY haplotypes of modern equine breeds clustered together in a predominant group,
called “crown group” (A, L, S and T haplogroups—HGs) whose most recent common an‑
cestor originated about 1000–2000 years ago from Oriental founder stallions [143]. This
group separated from Northern European horses around 1300 years ago (haplogroup N,
found in Norwegian Fjord Horse, Swedish Coldblood horse and Shetland Pony) and from
the sister clade I (found in the Icelandic horses) around 1000 years ago [91]. However,
all modern European breeds clustered together in the crown group and exhibited an in‑
fluence of Oriental stallions with the MSY ancestry belonging to the Original Arabian
and Turkoman lineages, with the latter profoundly influencing English Thoroughbred stal‑
lions (Darley Arabian, Byerley Turk and Godolphin Arabian) to which the sub‑branches
of haplogroup T have been attributed [91,144]. Then, another 211 variants and 58 haplo‑
types were described by the analysis of 5.8 Mb of MSY in 130 domestic horses and nine
Przewalski’s horses, confirming the clear separation between the crown group (found in
Central and South European, North American and most East Asian modern horses) and
the non‑crown haplotypes (found in Przewalski’s horses and some North European and
Asian breeds) [111].
The major MSY clades that belong to the crown group are A (first described in an
Arabian Horse), H (first described in a Spanish Horse), L (first described in Lipizzan) and
T (first described in Thoroughbreds), while the non‑crown group is mostly represented
by I (found in Icelandic Horse), J (in Jeju Horse), N (typical of North European breeds), O
(found in Mongolian Horse), P (in Przewalski’s horse), and Y (found in Yakutian Horse)
clades [84,91,111]. In order to define if a sample belong to the crown group, two key variants
(rAY and rAX) have to be tested; then, through the analysis of rA, rW and fYR variants, it is
possible to cluster horses into one of the three major crown clades (T, A or H, respectively) [84].
To summarize, among the 169 worldwide horse breeds analysed until now for the Y
chromosome (Table S2), 46 were classified into haplogroups [84,91,111,143] (Table S4). As
reported in Figure 3, 38 breeds belong to the crown group, seven to the non‑crown group and
only one Asiatic breed (Yakutian Horse) represents both (Figure 3 and Tables S4 and S5).
In a worldwide context, the non‑crown group was detected in Icelandic Horse, Jeju
Pony, Mongolian Horse, North Swedish Draft, Norwegian Fjord Horse, Przewalski’s Horse
and Shetland Pony (Figure 3), which, similar to many other native breeds, carry specific
breed variants that were not replaced by the Arabian and Turkoman lineages [84].
Due to the large use of Arabian stallions in the improvement of local horse breeds,
the recent study by Remer and colleagues also focused on the breeding history of these
horses [84]. In the last two centuries, the so‑called “Arabian wave” has profoundly influ‑
enced the selective breeding practices of European horses [19], but no genetic signatures
were found in the English Thoroughbred’s MSY ancestry [126]. A particular genetic vari‑
ability was found among the Arabian stallions from the Middle East [29,84,126,146], thus
suggesting an origin from this area for this breed.
Recent studies focusing on ancient samples tried to describe the times and modes
of the loss of horse MSY variation, and different scenarios were proposed. The correla‑
tion between the genetic admixtures observed in European populations and the spread of
the Yamnaya culture from the Pontic‑Caspian steppe [21] initially suggested this area as
the centre of horse domestication [91]. The loss of horse Y chromosome diversity origi‑
nated from there, with one MSY lineage that gradually replaced all the other [118], except
Genes 2022, 13, 2272
9 of 16
for the lineage found only among Yakutian horses [143,144,147] and a quite marked ge‑
netic diversity observed today in other Asian breeds [38,140,144,148]. In 2018, Wutke and
colleagues conducted an analysis on the MSY polymorphic sites of 96 European ancient
stallions dated back from Copper and Bronze Age to the Middle Ages, declaring that the
loss of different Y chromosome lineages in modern horses is due to an artificial selection
started in the Iron Age and not to a founder or demographic effect [118]. The reduction in
horse Y chromosome diversity over time was stated in a study focused on about 1500 MSY
polymorphic sites of 105 ancient stallions dated back from the Upper Palaeolithic to Early
Modern periods, showing that the genetic diversity of paternal lines decreased during the
last 2000 years [19]. In 2021, Librado and colleagues replaced this scenario showing a high
genetic diversity before the spread across Eurasia, with horses migrating from the lower
Volga‑Don region [21] and preserving a quite constant Y chromosome diversity during
the last 4000 years, until an important decrease started ≈250 years ago with the intensive
breeding programs operated by breeders [19].
Figure 3. Worldwide distribution of crown and non‑crown haplogroups and frequencies of each Y
chromosome HG among the 49 breeds analysed in [84,91,111,143]. Geographic origin, breed codes,
frequencies and proportion of “crown” and ”non‑crown” groups for each breed are reported in
Tables S4 and S5.
5. Conclusions and Perspectives
The highly repetitive structure of Y chromosome makes its sequencing and assembly
very difficult [149], but the longstanding debates about origin, spread and genetic variabil‑
ity of domestic horses and the abundant studies focused on the female counterpart have al‑
lowed researchers to uncover the evolutionary processes that affected the paternal lineages.
To enhance knowledge about the evolutionary history and inherited traits of domestic
horses, the analysis of high‑throughput genomes led to the production of two high‑quality
genome assemblies for equids (EquCab2.0 and EquCab3.0) [86,87] and the first comprehen‑
Genes 2022, 13, 2272
10 of 16
sive assembly of the MSY [93], representing one of the most complete MSYs for eutherian
mammals and filling a gap in the horse genome reference sequence. These results provided
an important model for the research focused on stallion biology. Therefore, the recent devel‑
opment in the fine‑scaled analysis of the horse Y chromosome has contributed to tracing patri‑
lines and pedigrees [38,91,111,141,143,148] and has provided different scenarios for the time
and causes of the loss of Y chromosome diversity [7,19,118]. The discovery of new variants
and a better understanding of the pathways through with domestication occurred were possi‑
ble through the analysis of modern [91–93,111,136,138,144] and ancient [7,19,21,118,150,151]
horse populations. Despite further investigation still being needed, MSY variation represents
a powerful lineage and pedigree tracer crucial for strengthening horse management and is an
evaluable genetic marker that contributes to avoiding further loss of biodiversity and under‑
standing the historic development of breeds.
Supplementary Materials: The following supporting information can be downloaded at: https:
//www.mdpi.com/article/10.3390/genes13122272/s1, Table S1: Rate of available MSY gene data for
13 mammalian species analysed in [97]; Table S2: Information about worldwide modern horse breeds
investigated for various loci of the Y Chromosome through different sequencing techniques;
Table S3: Summary of horses from 76 modern breeds classified in Y‑chromosome haplotypes (HT
and CHT) as reported in [144,146], respectively; Table S4: Geographic origin and haplogroup clas‑
sification for the 429 samples phylogenetically analysed in [81,91,92,111]; Table S5: Haplogroup
frequencies and “crown” and “non‑crown” proportions for the 46 modern horse breeds analysed
in [81,91,92,111].
Author Contributions: Conceptualization, I.C., A.G., and H.L.; formal analysis, I.C., A.G. and A.T.;
writing—original draft preparation, I.C. and H.L.; writing—review and editing, I.C. and A.G.; super‑
vision, H.L.; funding acquisition, M.S. All authors have read and agreed to the published version of
the manuscript.
Funding: This research has been supported by funds from the project Equinbio.2 PSRN–Sottomisura
10.2 PSR NAZIONALE 2020‑2023: Reg (UE) 1305/2013 (CUP_J52C21001920005, CUP_J12C2100359
0005, CUP_J82C21002320005).
Data Availability Statement: Not applicable.
Conflicts of Interest: The authors declare no conflict of interest.
References
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
Lindgren, G.; Backström, N.; Swinburne, J.; Hellborg, L.; Einarsson, A.; Sandberg, K.; Cothran, G.; Vilà, C.; Binns, M.; Ellegren,
H. Limited Number of Patrilines in Horse Domestication. Nat. Genet. 2004, 36, 335–336. [CrossRef]
Achilli, A.; Olivieri, A.; Soares, P.; Lancioni, H.; Hooshiar Kashani, B.; Perego, U.A.; Nergadze, S.G.; Carossa, V.; Santagostino,
M.; Capomaccio, S.; et al. Mitochondrial Genomes from Modern Horses Reveal the Major Haplogroups That Underwent Do‑
mestication. Proc. Natl. Acad. Sci. USA 2012, 109, 2449–2454. [CrossRef]
Warmuth, V.; Eriksson, A.; Bower, M.A.; Barker, G.; Barrett, E.; Hanks, B.K.; Li, S.; Lomitashvili, D.; Ochir‑Goryaeva, M.; Sizonov,
G.V.; et al. Reconstructing the Origin and Spread of Horse Domestication in the Eurasian Steppe. Proc. Natl. Acad. Sci. USA
2012, 109, 8202–8206. [CrossRef]
Warmuth, V.M.; Campana, M.G.; Eriksson, A.; Bower, M.; Barker, G.; Manica, A. Ancient Trade Routes Shaped the Genetic
Structure of Horses in Eastern Eurasia. Mol. Ecol. 2013, 22, 5340–5351. [CrossRef]
Larson, G.; Burger, J. A Population Genetics View of Animal Domestication. Trends Genet. 2013, 29, 197–205. [CrossRef]
Frantz, L.A.F.; Bradley, D.G.; Larson, G.; Orlando, L. Animal Domestication in the Era of Ancient Genomics. Nat. Rev. Genet.
2020, 21, 449–460. [CrossRef]
Librado, P.; Orlando, L. Genomics and the Evolutionary History of Equids. Annu. Rev. Anim. Biosci. 2021, 9, 81–101. [CrossRef]
Librado, P.; Fages, A.; Gaunitz, C.; Leonardi, M.; Wagner, S.; Khan, N.; Hanghøj, K.; Alquraishi, S.A.; Alfarhan, A.H.; Al‑Rasheid,
K.A.; et al. The Evolutionary Origin and Genetic Makeup of Domestic Horses. Genetics 2016, 204, 423–434. [CrossRef]
Vilà, C.; Leonard, J.A.; Götherström, A.; Marklund, S.; Sandberg, K.; Lidén, K.; Wayne, R.K.; Ellegren, H. Widespread Origins of
Domestic Horse Lineages. Science 2001, 291, 474–477. [CrossRef]
Jansen, T.; Forster, P.; Levine, M.A.; Oelke, H.; Hurles, M.; Renfrew, C.; Weber, J.; Olek, K. Mitochondrial DNA and the Origins
of the Domestic Horse. Proc. Natl. Acad. Sci. USA 2002, 99, 10905–10910. [CrossRef]
Lei, C.Z.; Su, R.; Bower, M.A.; Edwards, C.J.; Wang, X.B.; Weining, S.; Liu, L.; Xie, W.M.; Li, F.; Liu, R.Y.; et al. Multiple Maternal
Origins of Native Modern and Ancient Horse Populations in China. Anim. Genet. 2009, 40, 933–944. [CrossRef] [PubMed]
Genes 2022, 13, 2272
12.
13.
14.
15.
16.
17.
18.
19.
20.
21.
22.
23.
24.
25.
26.
27.
28.
29.
30.
31.
32.
33.
34.
35.
36.
37.
38.
11 of 16
Ludwig, A.; Pruvost, M.; Reissmann, M.; Benecke, N.; Brockmann, G.A.; Castaños, P.; Cieslak, M.; Lippold, S.; Llorente, L.;
Malaspinas, A.‑S.; et al. Coat Color Variation at the Beginning of Horse Domestication. Science 2009, 324, 485. [CrossRef]
[PubMed]
Outram, A.K.; Stear, N.A.; Bendrey, R.; Olsen, S.; Kasparov, A.; Zaibert, V.; Thorpe, N.; Evershed, R.P. The Earliest Horse
Harnessing and Milking. Science 2009, 323, 1332–1335. [CrossRef] [PubMed]
Cieslak, M.; Pruvost, M.; Benecke, N.; Hofreiter, M.; Morales, A.; Reissmann, M.; Ludwig, A. Origin and History of Mitochondrial
DNA Lineages in Domestic Horses. PLoS ONE 2010, 5, e15311. [CrossRef] [PubMed]
Lira, J.; Linderholm, A.; Olaria, C.; Brandström Durling, M.; Gilbert, M.T.P.; Ellegren, H.; Willerslev, E.; Lidén, K.; Arsuaga, J.L.;
Götherström, A. Ancient DNA Reveals Traces of Iberian Neolithic and Bronze Age Lineages in Modern Iberian Horses. Mol.
Ecol. 2010, 19, 64–78. [CrossRef]
Lippold, S.; Matzke, N.J.; Reissmann, M.; Hofreiter, M. Whole Mitochondrial Genome Sequencing of Domestic Horses Reveals
Incorporation of Extensive Wild Horse Diversity during Domestication. BMC Evol. Biol. 2011, 11, 328. [CrossRef]
Gaunitz, C.; Fages, A.; Hanghøj, K.; Albrechtsen, A.; Khan, N.; Schubert, M.; Seguin‑Orlando, A.; Owens, I.J.; Felkel, S.; Bignon‑
Lau, O.; et al. Ancient Genomes Revisit the Ancestry of Domestic and Przewalski’s Horses. Science 2018, 360, 111–114. [CrossRef]
Orlando, L. Ancient Genomes Reveal Unexpected Horse Domestication and Management Dynamics. BioEssays 2020, 42, 1900164.
[CrossRef]
Fages, A.; Hanghøj, K.; Khan, N.; Gaunitz, C.; Seguin‑Orlando, A.; Leonardi, M.; McCrory Constantz, C.; Gamba, C.; Al‑Rasheid,
K.A.S.; Albizuri, S.; et al. Tracking Five Millennia of Horse Management with Extensive Ancient Genome Time Series. Cell 2019,
177, 1419–1435.e31. [CrossRef]
Lindner, S. Chariots in the Eurasian Steppe: A Bayesian Approach to the Emergence of Horse‑Drawn Transport in the Early
Second Millennium BC. Antiquity 2020, 94, 361–380. [CrossRef]
Librado, P.; Khan, N.; Fages, A.; Kusliy, M.A.; Suchan, T.; Tonasso‑Calvière, L.; Schiavinato, S.; Alioglu, D.; Fromentier, A.;
Perdereau, A.; et al. The Origins and Spread of Domestic Horses from the Western Eurasian Steppes. Nature 2021, 598, 634–640.
[CrossRef] [PubMed]
Todd, E.T.; Hamilton, N.A.; Velie, B.D.; Thomson, P.C. The Effects of Inbreeding on Covering Success, Gestation Length and
Foal Sex Ratio in Australian Thoroughbred Horses. BMC Genet. 2020, 21, 41. [CrossRef] [PubMed]
Cosenza, M.; La Rosa, V.; Rosati, R.; Chiofalo, V. Genetic Diversity of the Italian Thoroughbred Horse Population. Ital. J. Anim.
Sci. 2019, 18, 538–545. [CrossRef]
Machmoum, M.; Boujenane, I.; Azelhak, R.; Badaoui, B.; Petit, D.; Piro, M. Genetic Diversity and Population Structure of Arabian
Horse Populations Using Microsatellite Markers. J. Equine Vet. Sci. 2020, 93, 103200. [CrossRef]
Ablondi, M.; Dadousis, C.; Vasini, M.; Eriksson, S.; Mikko, S.; Sabbioni, A. Genetic Diversity and Signatures of Selection in a
Native Italian Horse Breed Based on SNP Data. Animals 2020, 10, 1005. [CrossRef]
McGivney, B.A.; Han, H.; Corduff, L.R.; Katz, L.M.; Tozaki, T.; MacHugh, D.E.; Hill, E.W. Genomic Inbreeding Trends, Influen‑
tial Sire Lines and Selection in the Global Thoroughbred Horse Population. Sci. Rep. 2020, 10, 466. [CrossRef]
Orlando, L.; Librado, P. Origin and Evolution of Deleterious Mutations in Horses. Genes 2019, 10, 649. [CrossRef]
Al Abri, M.A.; König von Borstel, U.; Strecker, V.; Brooks, S.A. Application of Genomic Estimation Methods of Inbreeding and
Population Structure in an Arabian Horse Herd. J. Hered. 2017, 108, 361–368. [CrossRef]
Almarzook, S.; Reissmann, M.; Arends, D.; Brockmann, G.A. Genetic Diversity of Syrian Arabian Horses. Anim. Genet. 2017, 48,
486–489. [CrossRef]
Kamiński, S.; Hering, D.M.; Jaworski, Z.; Zabolewicz, T.; Ruść, A. Assessment of Genomic Inbreeding in Polish Konik Horses.
Pol. J. Vet. Sci. 2017, 20, 603–605. [CrossRef]
Müller‑Unterberg, M.; Wallmann, S.; Distl, O. Effects of Inbreeding and Other Systematic Effects on Fertility of Black Forest
Draught Horses in Germany. Acta Vet. Scand. 2017, 59, 70. [CrossRef] [PubMed]
Onogi, A.; Shirai, K.; Amano, T. Investigation of Genetic Diversity and Inbreeding in a Japanese Native Horse Breed for Sugges‑
tions on Its Conservation. Anim. Sci. J. 2017, 88, 1902–1910. [CrossRef] [PubMed]
Bussiman, F.O.; Perez, B.C.; Ventura, R.V.; Peixoto, M.G.C.D.; Curi, R.A.; Balieiro, J.C.C. Pedigree Analysis and Inbreeding
Effects over Morphological Traits in Campolina Horse Population. Animal 2018, 12, 2246–2255. [CrossRef] [PubMed]
Cozzi, M.C.; Strillacci, M.G.; Valiati, P.; Rogliano, E.; Bagnato, A.; Longeri, M. Genetic Variability of Akhal‑Teke Horses Bred in
Italy. PeerJ 2018, 6, e4889. [CrossRef] [PubMed]
Csizmár, N.; Mihók, S.; Jávor, A.; Kusza, S. Genetic Analysis of the Hungarian Draft Horse Population Using Partial Mitochon‑
drial DNA D‑Loop Sequencing. PeerJ 2018, 6, e4198. [CrossRef] [PubMed]
Dorji, J.; Tamang, S.; Tshewang, T.; Dorji, T.; Dorji, T.Y. Genetic Diversity and Population Structure of Three Traditional Horse
Breeds of Bhutan Based on 29 DNA Microsatellite Markers. PLoS ONE 2018, 13, e0199376. [CrossRef] [PubMed]
Druml, T.; Neuditschko, M.; Grilz‑Seger, G.; Horna, M.; Ricard, A.; Mesaric, M.; Cotman, M.; Pausch, H.; Brem, G. Popula‑
tion Networks Associated with Runs of Homozygosity Reveal New Insights into the Breeding History of the Haflinger Horse.
J. Hered. 2018, 109, 384–392. [CrossRef]
Khaudov, A.D.; Duduev, A.S.; Kokov, Z.A.; Amshokov, K.K.; Zhekamukhov, M.K.; Zaitsev, A.M.; Reissmann, M. Genetic
Analysis of Maternal and Paternal Lineages in Kabardian Horses by Uniparental Molecular Markers. Open Vet. J. 2018, 8, 40.
[CrossRef]
Genes 2022, 13, 2272
39.
40.
41.
42.
43.
44.
45.
46.
47.
48.
49.
50.
51.
52.
53.
54.
55.
56.
57.
58.
59.
60.
61.
62.
63.
12 of 16
Kim, N.Y.; Seong, H.‑S.; Kim, D.C.; Park, N.G.; Yang, B.C.; Son, J.K.; Shin, S.M.; Woo, J.H.; Shin, M.C.; Yoo, J.H.; et al. Genome‑
Wide Analyses of the Jeju, Thoroughbred, and Jeju Crossbred Horse Populations Using the High Density SNP Array. Genes
Genom. 2018, 40, 1249–1258. [CrossRef]
Putnová, L.; Štohl, R.; Vrtková, I. Genetic Monitoring of Horses in the Czech Republic: A Large‑Scale Study with a Focus on the
Czech Autochthonous Breeds. J. Anim. Breed. Genet. 2018, 135, 73–83. [CrossRef]
Senokuchi, A.; Ishikawa, S.; Tozaki, T.; Takasu, M.; Kakoi, H.; Misumi, K.; Hobo, S. Genetic Analyses for Conservation of the
Traditional Tokara Horse Using 31 Microsatellite Markers. JES 2018, 29, 97–104. [CrossRef]
Ablondi, M.; Viklund, Å.; Lindgren, G.; Eriksson, S.; Mikko, S. Signatures of Selection in the Genome of Swedish Warmblood
Horses Selected for Sport Performance. BMC Genom. 2019, 20, 717. [CrossRef] [PubMed]
Comparini, L.; Podestà, A.; Russo, C.; Cecchi, F. Effect of Inbreeding on the “Club Foot” Disorder in Arabian Pureblood Horses
Reared in Italy. Open Vet. J. 2019, 9, 273–280. [CrossRef] [PubMed]
Fawcett, J.A.; Sato, F.; Sakamoto, T.; Iwasaki, W.M.; Tozaki, T.; Innan, H. Genome‑Wide SNP Analysis of Japanese Thoroughbred
Racehorses. PLoS ONE 2019, 14, e0218407. [CrossRef]
Giontella, A.; Pieramati, C.; Silvestrelli, M.; Sarti, F.M. Analysis of Founders and Performance Test Effects on an Autochthonous
Horse Population through Pedigree Analysis: Structure, Genetic Variability and Inbreeding. Animal 2019, 13, 15–24. [CrossRef]
Grilz‑Seger, G.; Druml, T.; Neuditschko, M.; Dobretsberger, M.; Horna, M.; Brem, G. High‑Resolution Population Structure and
Runs of Homozygosity Reveal the Genetic Architecture of Complex Traits in the Lipizzan Horse. BMC Genom. 2019, 20, 174.
[CrossRef] [PubMed]
Kvist, L.; Niskanen, M.; Mannermaa, K.; Wutke, S.; Aspi, J. Genetic Variability and History of a Native Finnish Horse Breed.
Genet. Sel. Evol. 2019, 51, 35. [CrossRef] [PubMed]
Sadeghi, R.; Moradi‑Shahrbabak, M.; Miraei Ashtiani, S.R.; Schlamp, F.; Cosgrove, E.J.; Antczak, D.F. Genetic Diversity of Persian
Arabian Horses and Their Relationship to Other Native Iranian Horse Breeds. J. Hered. 2019, 110, 173–182. [CrossRef] [PubMed]
Schurink, A.; Shrestha, M.; Eriksson, S.; Bosse, M.; Bovenhuis, H.; Back, W.; Johansson, A.M.; Ducro, B.J. The Genomic Makeup
of Nine Horse Populations Sampled in the Netherlands. Genes 2019, 10, 480. [CrossRef] [PubMed]
Velie, B.D.; Solé, M.; Fegraeus, K.J.; Rosengren, M.K.; Røed, K.H.; Ihler, C.‑F.; Strand, E.; Lindgren, G. Genomic Measures of
Inbreeding in the Norwegian–Swedish Coldblooded Trotter and Their Associations with Known QTL for Reproduction and
Health Traits. Genet. Sel. Evol. 2019, 51, 22. [CrossRef]
Dini, P.; Bartels, T.; Revah, I.; Claes, A.N.; Stout, T.A.E.; Daels, P. A Retrospective Study on Semen Quality Parameters from Four
Different Dutch Horse Breeds with Different Levels of Inbreeding. Theriogenology 2020, 157, 18–23. [CrossRef] [PubMed]
Fornal, A.; Kowalska, K.; Zabek, T.; Piestrzynska‑Kajtoch, A.; Musiał, A.; Ropka‑Molik, K. Genetic Diversity and Population
Structure of Polish Konik Horse Based on Individuals from All the Male Founder Lines and Microsatellite Markers. Animals
2020, 10, 1569. [CrossRef] [PubMed]
Giontella, A.; Sarti, F.M.; Biggio, G.P.; Giovannini, S.; Cherchi, R.; Pieramati, C.; Silvestrelli, M. Genetic Parameters and Inbreed‑
ing Effect of Morphological Traits in Sardinian Anglo Arab Horse. Animals 2020, 10, 791. [CrossRef] [PubMed]
Giontella, A.; Sarti, F.M.; Cardinali, I.; Giovannini, S.; Cherchi, R.; Lancioni, H.; Silvestrelli, M.; Pieramati, C. Genetic Variability
and Population Structure in the Sardinian Anglo‑Arab Horse. Animals 2020, 10, 1018. [CrossRef]
Mancin, E.; Ablondi, M.; Mantovani, R.; Pigozzi, G.; Sabbioni, A.; Sartori, C. Genetic Variability in the Italian Heavy Draught
Horse from Pedigree Data and Genomic Information. Animals 2020, 10, 1310. [CrossRef]
Perdomo‑González, D.I.; Sánchez‑Guerrero, M.J.; Molina, A.; Valera, M. Genetic Structure Analysis of the Pura Raza Español
Horse Population through Partial Inbreeding Coefficient Estimation. Animals 2020, 10, 1360. [CrossRef] [PubMed]
Posta, J.; Somogyvári, E.; Mihók, S. Historical Changes and Description of the Current Hungarian Hucul Horse Population.
Animals 2020, 10, 1242. [CrossRef]
Sandmeyer, L.S.; Kingsley, N.B.; Walder, C.; Archer, S.; Leis, M.L.; Bellone, R.R.; Bauer, B.S. Risk Factors for Equine Recurrent
Uveitis in a Population of Appaloosa Horses in Western Canada. Vet. Ophthalmol. 2020, 23, 515–525. [CrossRef]
Bizarria Dos Santos, W.; Pimenta Schettini, G.; Fonseca, M.G.; Pereira, G.L.; Loyola Chardulo, L.A.; Rodrigues Machado Neto,
O.; Baldassini, W.A.; Nunes de Oliveira, H.; Abdallah Curi, R. Fine‑Scale Estimation of Inbreeding Rates, Runs of Homozygosity
and Genome‑Wide Heterozygosity Levels in the Mangalarga Marchador Horse Breed. J. Anim. Breed. Genet. 2021, 138, 161–173.
[CrossRef]
Borowska, A.; Wolska, D.; Niedzwiedz, A.; Borowicz, H.; Jaworski, Z.; Siemieniuch, M.; Szwaczkowski, T. Some Genetic and
Environmental Effects on Equine Asthma in Polish Konik Horses. Animals 2021, 11, 2285. [CrossRef]
Dell, A.; Curry, M.; Hunter, E.; Dalton, R.; Yarnell, K.; Starbuck, G.; Wilson, P.B. 16 Years of Breed Management Brings Substantial
Improvement in Population Genetics of the Endangered Cleveland Bay Horse. Ecol. Evol. 2021, 11, 14555–14572. [CrossRef]
[PubMed]
Fornal, A.; Kowalska, K.; Zabek, T.; Piestrzynska‑Kajtoch, A.; Musiał, A.D.; Ropka‑Molik, K. Genetic Variability and Population
Structure of Polish Konik Horse Maternal Lines Based on Microsatellite Markers. Genes 2021, 12, 546. [CrossRef] [PubMed]
Larison, B.; Pinho, G.M.; Haghani, A.; Zoller, J.A.; Li, C.Z.; Finno, C.J.; Farrell, C.; Kaelin, C.B.; Barsh, G.S.; Wooding, B.; et al.
Epigenetic Models Developed for Plains Zebras Predict Age in Domestic Horses and Endangered Equids. Commun. Biol. 2021,
4, 1412. [CrossRef]
Genes 2022, 13, 2272
64.
65.
66.
67.
68.
69.
70.
71.
72.
73.
74.
75.
76.
77.
78.
79.
80.
81.
82.
83.
84.
85.
86.
87.
88.
13 of 16
Martinez, M.M.; Costa, M.; Corva, P.M. Analysis of Genetic Variability in the Argentine Polo Horse With a Panel of Microsatellite
Markers. J. Equine Vet. Sci. 2021, 96, 103320. [CrossRef] [PubMed]
Polak, G.; Gurgul, A.; Jasielczuk, I.; Szmatoła, T.; Krupiński, J.; Bugno‑Poniewierska, M. Suitability of Pedigree Information and
Genomic Methods for Analyzing Inbreeding of Polish Cold‑Blooded Horses Covered by Conservation Programs. Genes 2021,
12, 429. [CrossRef] [PubMed]
Trachsel, D.S.; Calloe, K.; Mykkänen, A.K.; Raistakka, P.; Anttila, M.; Fredholm, M.; Tala, M.; Lamminpää, K.; Klaerke, D.A.;
Buhl, R. Exercise‑Associated Sudden Death in Finnish Standardbred and Coldblooded Trotters—A Case Series With Pedigree
Analysis. J. Equine Vet. Sci. 2021, 104, 103694. [CrossRef] [PubMed]
Vdovina, N.V.; Yuryeva, I.B. Monitoring for the Genetic Structure of Mezen Breed of Horses in Terms of DNA Microsatellites.
Vestn. VOGiS 2021, 25, 202–207. [CrossRef]
Yahagi Rodrigues, L.; da Silva Faria, R.A.; de Vasconcelos Silva, J.A., II. Analysis of the Pedigree and Ancestors of the Cutting
Population of the Quarter Horse Breed. J. Equine Vet. Sci. 2021, 99, 103385. [CrossRef]
Yousefi‑Mashouf, N.; Mehrabani‑Yeganeh, H.; Nejati‑Javaremi, A.; Bailey, E.; Petersen, J.L. Genomic Comparisons of Persian
Kurdish, Persian Arabian and American Thoroughbred Horse Populations. PLoS ONE 2021, 16, e0247123. [CrossRef]
Bartolomé, E.; Valera, M.; Fernández, J.; Rodríguez‑Ramilo, S.T. Effects of Selection on Breed Contribution in the Caballo de
Deporte Español. Animals 2022, 12, 1635. [CrossRef]
Colpitts, J.; McLoughlin, P.D.; Poissant, J. Runs of Homozygosity in Sable Island Feral Horses Reveal the Genomic Consequences
of Inbreeding and Divergence from Domestic Breeds. BMC Genom. 2022, 23, 501. [CrossRef] [PubMed]
Cozzi, M.C.; Valiati, P.; Longeri, M.; Ferreira, C.; Abreu Ferreira, S. Genetic Variability Trend of Lusitano Horse Breed Reared in
Italy. Animals 2022, 12, 98. [CrossRef] [PubMed]
Criscione, A.; Mastrangelo, S.; D’Alessandro, E.; Tumino, S.; Di Gerlando, R.; Zumbo, A.; Marletta, D.; Bordonaro, S. Genome‑
Wide Survey on Three Local Horse Populations with a Focus on Runs of Homozygosity Pattern. J. Anim. Breed. Genet. 2022, 139,
540–555. [CrossRef]
Esdaile, E.; Avila, F.; Bellone, R.R. Analysis of Genetic Diversity in the American Standardbred Horse Utilizing Short Tandem
Repeats and Single Nucleotide Polymorphisms. J. Hered. 2022, 113, 238–247. [CrossRef] [PubMed]
Marín Navas, C.; Delgado Bermejo, J.V.; McLean, A.K.; León Jurado, J.M.; de la Borbolla, A.R.; de Torres, R.; Navas González,
F.J. One Hundred Years of Coat Colour Influences on Genetic Diversity in the Process of Development of a Composite Horse
Breed. Vet. Sci. 2022, 9, 68. [CrossRef] [PubMed]
Nazari, F.; Seyedabadi, H.‑R.; Noshary, A.; Emamjomeh‑Kashan, N.; Banabazi, M.‑H. A Genome‑Wide Scan for Signatures of
Selection in Kurdish Horse Breed. J. Equine Vet. Sci. 2022, 113, 103916. [CrossRef]
Patterson Rosa, L.; Campos, F.A.; Martin, K.; Vierra, M.; Foster, G.; Lundquist, E.; Brooks, S.A.; Lafayette, C. Demystifying the
Genetic Origins of the Mangalarga Horse Through the Influential Stallion Turbante J.O. J. Equine Vet. Sci. 2022, 113, 103910.
[CrossRef]
Poyato‑Bonilla, J.; Laseca, N.; Demyda‑Peyrás, S.; Molina, A.; Valera, M. 500 Years of Breeding in the Carthusian Strain of Pura
Raza Español Horse: An Evolutional Analysis Using Genealogical and Genomic Data. J. Anim. Breed. Genet. 2022, 139, 84–99.
[CrossRef]
Charlesworth, D.; Willis, J.H. The Genetics of Inbreeding Depression. Nat. Rev. Genet. 2009, 10, 783–796. [CrossRef]
Doekes, H.P.; Bijma, P.; Windig, J.J. How Depressing Is Inbreeding? A Meta‑Analysis of 30 Years of Research on the Effects of
Inbreeding in Livestock. Genes 2021, 12, 926. [CrossRef]
Perdomo‑González, D.I.; Molina, A.; Sánchez‑Guerrero, M.J.; Bartolomé, E.; Varona, L.; Valera, M. Genetic Inbreeding Depres‑
sion Load for Fertility Traits in Pura Raza Española Mares. J. Anim. Sci. 2021, 99, skab316. [CrossRef] [PubMed]
Laseca, N.; Anaya, G.; Peña, Z.; Pirosanto, Y.; Molina, A.; Demyda Peyrás, S. Impaired Reproductive Function in Equines: From
Genetics to Genomics. Animals 2021, 11, 393. [CrossRef] [PubMed]
Hill, E.W.; Stoffel, M.A.; McGivney, B.A.; MacHugh, D.E.; Pemberton, J.M. Inbreeding Depression and the Probability of Racing
in the Thoroughbred Horse. Proc. Biol. Sci. 2022, 289, 20220487. [CrossRef] [PubMed]
Remer, V.; Bozlak, E.; Felkel, S.; Radovic, L.; Rigler, D.; Grilz‑Seger, G.; Stefaniuk‑Szmukier, M.; Bugno‑Poniewierska, M.; Brooks,
S.; Miller, D.C.; et al. Y‑Chromosomal Insights into Breeding History and Sire Line Genealogies of Arabian Horses. Genes 2022,
13, 229. [CrossRef]
Raudsepp, T.; Finno, C.J.; Bellone, R.R.; Petersen, J.L. Ten Years of the Horse Reference Genome: Insights into Equine Biology,
Domestication and Population Dynamics in the Post‑genome Era. Anim. Genet. 2019, 50, 569–597. [CrossRef]
Wade, C.M.; Giulotto, E.; Sigurdsson, S.; Zoli, M.; Gnerre, S.; Imsland, F.; Lear, T.L.; Adelson, D.L.; Bailey, E.; Bellone, R.R.;
et al. Genome Sequence, Comparative Analysis, and Population Genetics of the Domestic Horse. Science 2009, 326, 865–867.
[CrossRef]
Kalbfleisch, T.S.; Rice, E.S.; DePriest, M.S.; Walenz, B.P.; Hestand, M.S.; Vermeesch, J.R.; O’ Connell, B.L.; Fiddes, I.T.; Vershinina,
A.O.; Saremi, N.F.; et al. Improved Reference Genome for the Domestic Horse Increases Assembly Contiguity and Composition.
Commun. Biol. 2018, 1, 197. [CrossRef]
Leeb, T.; Vogl, C.; Zhu, B.; de Jong, P.J.; Binns, M.M.; Chowdhary, B.P.; Scharfe, M.; Jarek, M.; Nordsiek, G.; Schrader, F.; et al.
A Human–Horse Comparative Map Based on Equine BAC End Sequences. Genomics 2006, 87, 772–776. [CrossRef]
Genes 2022, 13, 2272
89.
90.
91.
92.
93.
94.
95.
96.
97.
98.
99.
100.
101.
102.
103.
104.
105.
106.
107.
108.
109.
110.
14 of 16
Ghosh, M.; Sharma, N.; Singh, A.K.; Gera, M.; Pulicherla, K.K.; Jeong, D.K. Transformation of Animal Genomics by Next‑
Generation Sequencing Technologies: A Decade of Challenges and Their Impact on Genetic Architecture. Crit. Rev. Biotechnol.
2018, 38, 1157–1175. [CrossRef]
Petersen, J.L.; Coleman, S.J. Next‑Generation Sequencing in Equine Genomics. Vet. Clin. N. Am. Equine Pract. 2020, 36, 195–209.
[CrossRef]
Wallner, B.; Palmieri, N.; Vogl, C.; Rigler, D.; Bozlak, E.; Druml, T.; Jagannathan, V.; Leeb, T.; Fries, R.; Tetens, J.; et al.
Y Chromosome Uncovers the Recent Oriental Origin of Modern Stallions. Curr. Biol. 2017, 27, 2029–2035.e5. [CrossRef]
[PubMed]
Wallner, B.; Vogl, C.; Shukla, P.; Burgstaller, J.P.; Druml, T.; Brem, G. Identification of Genetic Variation on the Horse y Chromo‑
some and the Tracing of Male Founder Lineages in Modern Breeds. PLoS ONE 2013, 8, e60015. [CrossRef] [PubMed]
Janečka, J.E.; Davis, B.W.; Ghosh, S.; Paria, N.; Das, P.J.; Orlando, L.; Schubert, M.; Nielsen, M.K.; Stout, T.A.E.; Brashear, W.; et al.
Horse Y Chromosome Assembly Displays Unique Evolutionary Features and Putative Stallion Fertility Genes. Nat. Commun.
2018, 9, 2945. [CrossRef] [PubMed]
Hughes, J.F.; Page, D.C. The Biology and Evolution of Mammalian Y Chromosomes. Annu. Rev. Genet. 2015, 49, 507–527.
[CrossRef]
Skaletsky, H.; Kuroda‑Kawaguchi, T.; Minx, P.J.; Cordum, H.S.; Hillier, L.; Brown, L.G.; Repping, S.; Pyntikova, T.; Ali, J.; Bieri,
T.; et al. The Male‑Specific Region of the Human Y Chromosome Is a Mosaic of Discrete Sequence Classes. Nature 2003, 423,
825–837. [CrossRef]
Hughes, J.F.; Skaletsky, H.; Pyntikova, T.; Graves, T.A.; van Daalen, S.K.; Minx, P.J.; Fulton, R.S.; McGrath, S.D.; Locke, D.P.;
Friedman, C.; et al. Chimpanzee and Human Y Chromosomes Are Remarkably Divergent in Structure and Gene Content. Nature
2010, 463, 536–539. [CrossRef] [PubMed]
Hughes, J.F.; Skaletsky, H.; Brown, L.G.; Pyntikova, T.; Graves, T.; Fulton, R.S.; Dugan, S.; Ding, Y.; Buhay, C.J.; Kremitzki, C.;
et al. Strict Evolutionary Conservation Followed Rapid Gene Loss on Human and Rhesus Y Chromosomes. Nature 2012, 483,
82–86. [CrossRef]
Soh, Y.Q.S.; Alföldi, J.; Pyntikova, T.; Brown, L.G.; Graves, T.; Minx, P.J.; Fulton, R.S.; Kremitzki, C.; Koutseva, N.; Mueller, J.L.;
et al. Sequencing the Mouse Y Chromosome Reveals Convergent Gene Acquisition and Amplification on Both Sex Chromosomes.
Cell 2014, 159, 800–813. [CrossRef] [PubMed]
Mahajan, S.; Wei, K.H.‑C.; Nalley, M.J.; Gibilisco, L.; Bachtrog, D. De Novo Assembly of a Young Drosophila Y Chromosome
Using Single‑Molecule Sequencing and Chromatin Conformation Capture. PLoS Biol. 2018, 16, e2006348. [CrossRef]
Pearks Wilkerson, A.J.; Raudsepp, T.; Graves, T.; Albracht, D.; Warren, W.; Chowdhary, B.P.; Skow, L.C.; Murphy, W.J. Gene
Discovery and Comparative Analysis of X‑Degenerate Genes from the Domestic Cat Y Chromosome ☆☆Sequence Data from
This Article Have Been Deposited with the EMBL/GenBank Data Libraries under Accession No. EU879967‑EU879988. Genomics
2008, 92, 329–338. [CrossRef] [PubMed]
Elsik, C.G.; Tellam, R.L.; Worley, K.C.; Gibbs, R.A.; Muzny, D.M.; Weinstock, G.M.; Adelson, D.L.; Eichler, E.E.; Elnitski, L.;
Guigó, R.; et al. The Genome Sequence of Taurine Cattle: A Window to Ruminant Biology and Evolution. Science 2009, 324,
522–528. [PubMed]
Hughes, J.F.; Skaletsky, H.; Pyntikova, T.; Koutseva, N.; Raudsepp, T.; Brown, L.G.; Bellott, D.W.; Cho, T.J.; Dugan‑Rocha, S.;
Khan, Z.; et al. Sequence analysis in Bos taurus reveals pervasiveness of X–Y arms races in mammalian lineages. Genome Res.
2020, 30, 1716–1726. [CrossRef] [PubMed]
Skinner, B.M.; Sargent, C.A.; Churcher, C.; Hunt, T.; Herrero, J.; Loveland, J.E.; Dunn, M.; Louzada, S.; Fu, B.; Chow, W.; et al.
The Pig X and Y Chromosomes: Structure, Sequence, and Evolution. Genome Res. 2016, 26, 130–139. [CrossRef] [PubMed]
Li, G.; Davis, B.W.; Raudsepp, T.; Pearks Wilkerson, A.J.; Mason, V.C.; Ferguson‑Smith, M.; O’Brien, P.C.; Waters, P.D.; Mur‑
phy, W.J. Comparative Analysis of Mammalian Y Chromosomes Illuminates Ancestral Structure and Lineage‑Specific Evolution.
Genome Res. 2013, 23, 1486–1495. [CrossRef] [PubMed]
Charlesworth, B.; Charlesworth, D. The Degeneration of Y Chromosomes. Philos. Trans. R. Soc. Lond. B Biol. Sci. 2000, 355,
1563–1572. [CrossRef] [PubMed]
Schrimpf, R.; Gottschalk, M.; Metzger, J.; Martinsson, G.; Sieme, H.; Distl, O. Screening of Whole Genome Sequences Identified
High‑Impact Variants for Stallion Fertility. BMC Genom. 2016, 17, 288. [CrossRef]
Demyda‑Peyrás, S.; Anaya, G.; Bugno‑Poniewierska, M.; Pawlina, K.; Membrillo, A.; Valera, M.; Moreno‑Millán, M. The Use
of a Novel Combination of Diagnostic Molecular and Cytogenetic Approaches in Horses with Sexual Karyotype Abnormalities:
A Rare Case with an Abnormal Cellular Chimerism. Theriogenology 2014, 81, 1116–1122. [CrossRef]
Raudsepp, T.; Durkin, K.; Lear, T.L.; Das, P.J.; Avila, F.; Kachroo, P.; Chowdhary, B.P. Molecular Heterogeneity of XY Sex
Reversal in Horses: ECAY Deletions and SRY‑Negative XY Sex Reversal in Horses. Anim. Genet. 2010, 41, 41–52. [CrossRef]
Pirosanto, Y.; Laseca, N.; Valera, M.; Molina, A.; Moreno‑Millán, M.; Bugno‑Poniewierska, M.; Ross, P.; Azor, P.; Demyda‑Peyrás,
S. Screening and Detection of Chromosomal Copy Number Alterations in the Domestic Horse Using SNP‑array Genotyping Data.
Anim. Genet. 2021, 52, 431–439. [CrossRef]
Maan, A.A.; Eales, J.; Akbarov, A.; Rowland, J.; Xu, X.; Jobling, M.A.; Charchar, F.J.; Tomaszewski, M. The Y Chromosome:
A Blueprint for Men’s Health? Eur. J. Hum. Genet. 2017, 25, 1181–1188. [CrossRef]
Genes 2022, 13, 2272
15 of 16
111. Felkel, S.; Vogl, C.; Rigler, D.; Dobretsberger, V.; Chowdhary, B.P.; Distl, O.; Fries, R.; Jagannathan, V.; Janečka, J.E.; Leeb, T.;
et al. The Horse Y Chromosome as an Informative Marker for Tracing Sire Lines. Sci. Rep. 2019, 9, 6095. [CrossRef] [PubMed]
112. Chowdhary, B.P.; Paria, N.; Raudsepp, T. Potential Applications of Equine Genomics in Dissecting Diseases and Fertility. Anim.
Reprod. Sci. 2008, 107, 208–218. [CrossRef] [PubMed]
113. Paria, N.; Raudsepp, T.; Pearks Wilkerson, A.J.; O’Brien, P.C.M.; Ferguson‑Smith, M.A.; Love, C.C.; Arnold, C.; Rakestraw,
P.; Murphy, W.J.; Chowdhary, B.P. A Gene Catalogue of the Euchromatic Male‑Specific Region of the Horse Y Chromosome:
Comparison with Human and Other Mammals. PLoS ONE 2011, 6, e21374. [CrossRef] [PubMed]
114. Jónsson, H.; Schubert, M.; Seguin‑Orlando, A.; Ginolhac, A.; Petersen, L.; Fumagalli, M.; Albrechtsen, A.; Petersen, B.; Kor‑
neliussen, T.S.; Vilstrup, J.T.; et al. Speciation with Gene Flow in Equids despite Extensive Chromosomal Plasticity. Proc. Natl.
Acad. Sci. USA 2014, 111, 18655–18660. [CrossRef]
115. Cardinali, I.; Lancioni, H.; Giontella, A.; Capodiferro, M.R.; Capomaccio, S.; Buttazzoni, L.; Biggio, G.P.; Cherchi, R.; Albertini,
E.; Olivieri, A.; et al. An Overview of Ten Italian Horse Breeds through Mitochondrial DNA. PLoS ONE 2016, 11, e0153004.
[CrossRef]
116. Lancioni, H.; Cardinali, I.; Giontella, A.; Antognoni, M.T.; Miglio, A. Mitochondrial DNA Variation in the Italian Heavy Draught
Horse. PeerJ 2020, 8, e8996. [CrossRef]
117. Librado, P.; Gamba, C.; Gaunitz, C.; Der Sarkissian, C.; Pruvost, M.; Albrechtsen, A.; Fages, A.; Khan, N.; Schubert, M.; Jagan‑
nathan, V.; et al. Ancient Genomic Changes Associated with Domestication of the Horse. Science 2017, 356, 442–445. [CrossRef]
118. Wutke, S.; Sandoval‑Castellanos, E.; Benecke, N.; Döhle, H.‑J.; Friederich, S.; Gonzalez, J.; Hofreiter, M.; Lõugas, L.; Magnell,
O.; Malaspinas, A.‑S.; et al. Decline of Genetic Diversity in Ancient Domestic Stallions in Europe. Sci. Adv. 2018, 4, eaap9691.
[CrossRef]
119. Kaproń, M.; Czerniak, E.; Łukaszewicz, M.; Danielewicz, A. Genetic Parameters of Body Conformation and Performance Traits
of Wielkopolski Horses Registered in the Successive Volumes of the Herdbook. Arch. Anim. Breed. 2013, 56, 127–136. [CrossRef]
120. Oldenbroek, K.; van der Waaij, L. Textbook Animal Breeding: Animal Breeding and Genetics for BSc Students; Centre for Ge‑
netic Resources and Animal Breeding and Genomics Group, Wageningen University and Research Centre: Wageningen,
The Netherlands, 2014.
121. Vostrá‑Vydrová, H.; Vostrý, L.; Hofmanová, B.; Krupa, E.; Zavadilová, L. Pedigree Analysis of the Endangered Old Kladruber
Horse Population. Livest. Sci. 2016, 185, 17–23. [CrossRef]
122. Bonow, S.; Eriksson, S.; Thorén Hellsten, E.; Gelinder Viklund, Å. Consequences of Specialized Breeding in the Swedish Warm‑
blood Horse Population. J. Anim. Breed. Genet. 2022, 54, jbg.12731. [CrossRef] [PubMed]
123. Brooks, S.A. Genomics in the Horse Industry: Discovering New Questions at Every Turn. J. Equine Vet. Sci. 2021, 100, 103456.
[CrossRef] [PubMed]
124. Bowling, A.T.; Eggleston‑Stott, M.L.; Byrns, G.; Clark, R.S.; Dileanis, S.; Wictum, E. Validation of Microsatellite Markers for
Routine Horse Parentage Testing. Anim. Genet. 1997, 28, 247–252. [CrossRef] [PubMed]
125. Holl, H.M.; Vanhnasy, J.; Everts, R.E.; Hoefs‑Martin, K.; Cook, D.; Brooks, S.A.; Carpenter, M.L.; Bustamante, C.D.; Lafayette, C.
Single Nucleotide Polymorphisms for DNA Typing in the Domestic Horse. Anim. Genet. 2017, 48, 669–676. [CrossRef] [PubMed]
126. Cosgrove, E.J.; Sadeghi, R.; Schlamp, F.; Holl, H.M.; Moradi‑Shahrbabak, M.; Miraei‑Ashtiani, S.R.; Abdalla, S.; Shykind, B.;
Troedsson, M.; Stefaniuk‑Szmukier, M.; et al. Genome Diversity and the Origin of the Arabian Horse. Sci. Rep. 2020, 10, 9702.
[CrossRef]
127. Cunningham, E.P.; Dooley, J.J.; Splan, R.K.; Bradley, D.G. Microsatellite Diversity, Pedigree Relatedness and the Contributions
of Founder Lineages to Thoroughbred Horses. Anim. Genet 2001, 32, 360–364. [CrossRef]
128. Bailey, E.; Brooks, S.A. (Eds.) Horse Genetics, 2nd ed.; CABI: Egham, Surrey, UK, 2013; ISBN 978‑1‑78064‑125‑6.
129. Chowdhary, B.P.; Raudsepp, T. The Horse Genome. Genome Dyn. 2006, 2, 97–110.
130. Wallner, B. Isolation of Y Chromosome‑Specific Microsatellites in the Horse and Cross‑Species Amplification in the Genus Equus.
J. Hered. 2004, 95, 158–164. [CrossRef]
131. Brandariz‑Fontes, C.; Leonard, J.A.; Vega‑Pla, J.L.; Backström, N.; Lindgren, G.; Lippold, S.; Rico, C. Y‑Chromosome Analysis in
Retuertas Horses. PLoS ONE 2013, 8, e64985. [CrossRef]
132. Wallner, B.; Brem, G.; Müller, M.; Achmann, R. Fixed Nucleotide Differences on the Y Chromosome Indicate Clear Divergence
between Equus przewalskii and Equus caballus: Fixed Nucleotide Difference on the Y Chromosome. Anim. Genet. 2003, 34, 453–456.
[CrossRef]
133. Ling, Y.; Ma, Y.; Guan, W.; Cheng, Y.; Wang, Y.; Han, J.; Jin, D.; Mang, L.; Mahmut, H. Identification of Y Chromosome Genetic
Variations in Chinese Indigenous Horse Breeds. J. Hered. 2010, 101, 639–643. [CrossRef] [PubMed]
134. Lippold, S.; Knapp, M.; Kuznetsova, T.; Leonard, J.A.; Benecke, N.; Ludwig, A.; Rasmussen, M.; Cooper, A.; Weinstock, J.;
Willerslev, E.; et al. Discovery of Lost Diversity of Paternal Horse Lineages Using Ancient DNA. Nat. Commun. 2011, 2, 450.
[CrossRef] [PubMed]
135. Liu, S.; Fu, C.; Yang, Y.; Zhang, Y.; Ma, H.; Xiong, Z.; Ling, Y.; Zhao, C. Current Genetic Conservation of Chinese Indigenous
Horses Revealed with Y‑Chromosomal and Mitochondrial DNA Polymorphisms. G3 Genes Genomes Genet. 2021, 11, jkab008.
[CrossRef] [PubMed]
136. Kreutzmann, N.; Brem, G.; Wallner, B. The Domestic Horse Harbours Y‑Chromosomal Microsatellite Polymorphism Only on
Two Widely Distributed Male Lineages. Anim. Genet. 2014, 45, 460. [CrossRef] [PubMed]
Genes 2022, 13, 2272
16 of 16
137. Lau, A.N.; Peng, L.; Goto, H.; Chemnick, L.; Ryder, O.A.; Makova, K.D. Horse Domestication and Conservation Genetics of
Przewalski’s Horse Inferred from Sex Chromosomal and Autosomal Sequences. Mol. Biol. Evol. 2009, 26, 199–208. [CrossRef]
138. Han, H.; Zhang, Q.; Gao, K.; Yue, X.; Zhang, T.; Dang, R.; Lan, X.; Chen, H.; Lei, C. Y‑Single Nucleotide Polymorphisms Diversity
in Chinese Indigenous Horse. Asian Australas. J. Anim. Sci. 2015, 28, 1066–1074. [CrossRef]
139. Giontella, A.; Cardinali, I.; Pieramati, C.; Cherchi, R.; Biggio, G.P.; Achilli, A.; Silvestrelli, M.; Lancioni, H. A Genetic Window
on Sardinian Native Horse Breeds through Uniparental Molecular Systems. Animals 2020, 10, 1544. [CrossRef]
140. Nguyen, T.B.; Paul, R.C.; Okuda, Y.; Le, T.N.A.; Pham, P.T.K.; Kaissar, K.J.; Kazhmurat, A.; Bibigul, S.; Bakhtin, M.; Kazymbet,
P.; et al. Genetic Characterization of Kushum Horses in Kazakhstan Based on Haplotypes of MtDNA and Y Chromosome, and
Genes Associated with Important Traits of the Horses. JES 2020, 31, 35–43. [CrossRef]
141. Han, H.; Wallner, B.; Rigler, D.; MacHugh, D.E.; Manglai, D.; Hill, E.W. Chinese Mongolian Horses May Retain Early Domestic
Male Genetic Lineages yet to Be Discovered. Anim. Genet. 2019, 50, 399–402. [CrossRef]
142. Liu, S.; Yang, Y.; Pan, Q.; Sun, Y.; Ma, H.; Liu, Y.; Wang, M.; Zhao, C.; Wu, C. Ancient Patrilineal Lines and Relatively High ECAY
Diversity Preserved in Indigenous Horses Revealed with Novel Y‑Chromosome Markers. Front. Genet. 2020, 11, 467. [CrossRef]
143. Felkel, S.; Vogl, C.; Rigler, D.; Jagannathan, V.; Leeb, T.; Fries, R.; Neuditschko, M.; Rieder, S.; Velie, B.; Lindgren, G.; et al. Asian
Horses Deepen the MSY Phylogeny. Anim. Genet. 2018, 49, 90–93. [CrossRef] [PubMed]
144. Sild, E.; Värv, S.; Kaart, T.; Kantanen, J.; Popov, R.; Viinalass, H. Maternal and Paternal Genetic Variation in Estonian Local Horse
Breeds in the Context of Geographically Adjacent and Distant Eurasian Breeds. Anim. Genet. 2019, 50, 757–760. [CrossRef]
[PubMed]
145. Raudsepp, T.; Santani, A.; Wallner, B.; Kata, S.R.; Ren, C.; Zhang, H.‑B.; Womack, J.E.; Skow, L.C.; Chowdhary, B.P. A Detailed
Physical Map of the Horse Y Chromosome. Proc. Natl. Acad. Sci. USA 2004, 101, 9321–9326. [CrossRef] [PubMed]
146. Khanshour, A.; Conant, E.; Juras, R.; Cothran, E.G. Microsatellite Analysis of Genetic Diversity and Population Structure of
Arabian Horse Populations. J. Hered. 2013, 104, 386–398. [CrossRef] [PubMed]
147. Librado, P.; Der Sarkissian, C.; Ermini, L.; Schubert, M.; Jónsson, H.; Albrechtsen, A.; Fumagalli, M.; Yang, M.A.; Gamba, C.;
Seguin‑Orlando, A.; et al. Tracking the Origins of Yakutian Horses and the Genetic Basis for Their Fast Adaptation to Subarctic
Environments. Proc. Natl. Acad. Sci. USA 2015, 112, E6889–E6897. [CrossRef] [PubMed]
148. Kakoi, H.; Kikuchi, M.; Tozaki, T.; Hirota, K.I.; Nagata, S.I.; Hobo, S.; Takasu, M. Distribution of Y Chromosomal Haplotypes in
Japanese Native Horse Populations. J. Equine Sci. 2018, 29, 39–42. [CrossRef]
149. Renaud, G.; Petersen, B.; Seguin‑Orlando, A.; Bertelsen, M.F.; Waller, A.; Newton, R.; Paillot, R.; Bryant, N.; Vaudin, M.; Librado,
P.; et al. Improved de Novo Genomic Assembly for the Domestic Donkey. Sci. Adv. 2018, 4, eaaq0392. [CrossRef]
150. Gibbons, A. Ancient DNA Reveals Long‑Sought Homeland of Modern Horses. Science 2021, 374, 384–385. [CrossRef]
151. Hong, J.H.; Oh, C.S.; Kim, S.; Kang, I.U.; Shin, D.H. Genetic Analysis of Mitochondrial DNA from Ancient Equus caballus Bones
Found at Archaeological Site of Joseon Dynasty Period Capital Area. Anim. Biosci. 2022, 35, 1141–1150. [CrossRef]