1. Introduction
Roan is inherited as a dominant epistatic trait, whereby white hairs are expressed throughout the base coat colour on the animal’s body [
1]. The roan coat color has been observed in other livestock species and is likely associated with the
KIT or
KITLG gene [
2]. In horses, variants within the
KIT locus were linked to roan for the Noriker horse [
3] and Icelandic horse [
4]. Recently, we published a study analyzing multiple breeds, wherein we validated the original variant found by Grilz-Segers (2020) in Noriker horses, while discovering a second variant [
5] as well. That study showed the
RN1 haplotype to be present in multiple breeds, and the
RN2 haplotype to be present mostly in breeds of American heritage. In addition to roan, other polymorphisms in the
KIT gene cause different white spotting phenotypes in horses, such as Tobiano, Sabino, and Dominant White variants [
6]. In our previous paper we suggested using whole genome sequencing to discover other alleles for roan. This manuscript presents our first new roan allele discovered this way, and in doing so, demonstrates the usefulness of this methodology. As many breeders use coat color genotypes to inform breeding decisions, this new roan haplotype may aid in the selection of horses that will provide the expected outcome.
2. Materials and Methods
Genomic DNA for a set of horses (N=16), consisting of
RN1,
RN2, unknown roan, and non-roan horses, was whole genome sequenced using a commercial service to 40x average depth per genome (WGS) (Seqmatic, Fremont, CA, USA). Subsequently, the raw sequence data was aligned to the horse reference genome EquCab 3.0 [
7] using BWA-MEM2 [
8]. IGV version 2.16.2 [
9] was used to screen the
KIT region on chromosome 3 in the resulting bam files for the presence of new variants that can potentially distinguish
RN3 from
RN1,
RN2, and non-roan samples in the case-control dataset under the assumption that
Roan is a dominant trait.
The selected candidate variants were tested for association using a Fisher’s exact test in a set of 95 roan horses and 214 non-roan horses that were genotyped by our standard workflow [
10]. In short, genomic DNA was extracted from hair samples using the Puregene Extraction Kit following the manufacturer’s protocol (QIAGEN, Inc., Germantown, MD, USA), or retrieved from previously stored and extracted gDNA, where applicable, and subsequently sequenced using hybrid capture on the commercially available platform by Etalon, Inc., using 2 × 150 bp reads on a NextSeq1000 instrument (Illumina, San Diego, CA, USA). The resulting sequences had base call quality scores ≥ Q30 and read depth >40× for all regions under investigation after alignment to EquCab3.0. Candidate variants passing the statistical threshold were then analyzed for putative co-segregation and assigned into “roan haplotypes”. For roan horses, coat color was confirmed through owner-provided pictures, owner outreach for coat color confirmation, or online pedigree search tools, e.g. allpedigrees.com. For non-roan horses, no outreach was performed unless the color predicted by the genotypes did not match written records.
3. Results and Discussion
Using whole genome sequencing and analysis on several
RN1/RN1,
RN2/RN2, RN1/RN2, RN2/n, unknown roan horses, as well as five non-roan horses (
Table 1), we identified many variants that segregated between roan and non-roan horses. We included the
RN1 and
RN2 samples to ascertain if the same SNPs as described previously were called, thus confirming their association to roan. For
RN3, we selected 12 variants that segregated separately from
RN1 and
RN2 and were not present in the non-roan horses. We then designed hybrid capture probes for five of these variants spaced throughout the region of interest and analyzed these on 80 roan horses without
RN1 or
RN2 alleles and 214 non-roan horses.
Tests of association for the five candidate variants using Fisher’s exact test revealed that three loci were not linked to the roan phenotype in this larger sample set and thus were discarded (all
p > 10
-10 with odds <6). Additionally, the allele frequencies of the excluded variants were in excess of 25% in both roan and non-roan samples. The remaining two variants were present in 75% of the roan horses without an
RN1 or
RN2 allele. The SNP chr3:79428717 was present in 5% of non-roan horses whereas SNP chr3:79656505 was only present in
RN3 horses. These two assays were strongly associated with the phenotype (all
p < 10
-15 with odds of >20, Fisher’s exact test) and were assigned roan haplotype
RN3 (
Table 2). This roan haplotype had
p < 10
-15 with odds of >60 (Fisher’s exact test).
The newly discovered roan haplotype termed Roan 3 or
RN3 was present in 60 (75%) of the tested roan samples without a known roan allele. This
RN3 haplotype was only found in the American Quarter Horse and American Paint Horse only. Therefore, this haplotype can be considered a relatively young allele. This haplotype is strongly tagged by a G>A substitution at chr3:79656505, a variant not present on the horse reference genome, and this may constitute a private variant in this specific population. Within the American Quarter Horse, we examined the extended pedigrees of several horses carrying this variant (
https://www.Allbreedpedigree.com and
https://quarterhorseresource.com/), and assuming a dominant trait, we found the roan allele
RN3 tracing to the “Kitch roan mare” (born 1901, AQHA registry U0073276). Current major Quarter Horse sires likely transmitting this roan haplotype are Zippos Mr Good Bar (born 1984), VS Code Blue (2007) and VS Code Red (2007). All 60 horses tested with this allele were heterozygous for
RN3.
Taking the newly discovered
RN3 allele, together with the previously validated two alleles
RN1 and
RN2, it is estimated that these three alleles explain over 85%-90% of the roan phenotypes among the samples tested. Of the last group of 80 unknown roan samples tested for this publication, there remains 20 horses with an unknown roan allele present. These 20 horses were divided over 10 different breeds (
Table 3). Thus, it is likely that there remain several additional roan variants yet to be discovered.
4. Conclusions
As proposed in our previous paper, we used whole genome sequencing to generate an average of 40x coverage for a sample of horses including some unknown roan variants. Analysis of the KIT region confirmed the previously detected roan variants and provided new variants defining a third roan allele RN3. Together with the roan RN1 and RN2 alleles discovered previously, these three alleles seem to account for the vast majority of roan phenotypes in American Quarter Horses and American Paint Horses, and all three alleles were likely proliferated by popular stallions. As such, we expect the majority of roan horses in the American Quarter Horses to be assigned one of these three haplotypes. Overall, the RN3 haplotype is likely present in <1% of all horses.
For other breeds such as Arabian, Clydesdale, Tennessee Walker and Shire horses, further research into the genetic basis of these roan phenotypes needs to be performed, and is ongoing. So far, only RN1 is detectable in these breeds, while other alleles might yet be discovered. This exploratory study using whole genome sequencing of a small number of roan samples showed the ease in discovering new alleles associated with the roan coat color. However, the limited number of non-roan horses examined by WGS increased the likelihood of variant drop out due to chance missingness of low frequency variation in the population. By sampling more broadly using WGS in the future, we hope to limit that dropout.
As with Dominant White, where several alleles were identified in only a single individual or a small family as a result of sporadic mutations, we expect that this will also be the case for roan. It is our plan to sequence a number of unknown roans in other breeds to discover their specific roan alles.
Author Contributions
Conceptualization, R.E.E. and C.L.; methodology, R.E.E.; software, G.F.; validation, R.E.E., G.F., and R.C.; formal analysis, R.E.E., R.C., and G.F.; investigation, R.E.E., R.C., and G.F.; resources, K.M. (Kaitlyn McLoone), L.M. (Laura Simiele), and K.M. (Katie Martin); data curation, R.E.E., R.C., and K.M. (Kaitlyn McLoone); writing—original draft preparation, R.E.E.; writing—review and editing, R.E.E., C.L., R.C., K.M. (Kaitlyn McLoone), L.S. (Laura Simiele), K.M. (Katie Martin), and S.A.B.; visualization, R.E.E.; supervision, R.E.E.; project administration, R.E.E. and C.L.; funding acquisition, C.L. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Institutional Review Board Statement
All experiments and obtained horse samples followed the International Guiding Principles for Biomedical Research Involving Animals.
Informed Consent Statement
Not applicable.
Data Availability Statement
Horse sequencing data are not available due to owner confidentiality.
Acknowledgments
We would like to thank Western Bloodstock, Teton Ridge, Solo Select, and all horse owners who participated in this study. Without your horses and willingness to help, none of this would be possible.
Conflicts of Interest
All authors are affiliated with Etalon, Inc., which offers diagnostic testing for coat color and disease testing.
References
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Table 1.
Samples examined by whole genome sequencing.
Table 1.
Samples examined by whole genome sequencing.
| Haplotype |
# horses |
| RN1/RN1 |
5 |
| RN2/RN2 |
1 |
| RN1/RN2 |
2 |
| RN2/n |
1 |
| Unknown roan |
2 |
| Control (non-roan) |
5 |
Table 2.
The newly identified RN3 haplotype defining variants.
Table 2.
The newly identified RN3 haplotype defining variants.
| Roan Alleles * |
Allele 1 (Ref) |
Allele 2 (RN) |
AF † Allele 2
(Rn/Non-Rn) |
Accession Number |
| RN3 |
|
|
|
|
| chr3:79428717 |
T |
G |
0.494/<0.05 |
rs1142018742 |
| chr3:79656505 |
G |
A |
0.494/0.00 |
No rs ID |
Table 3.
Remaining unknown unexplained roan phenotypes in diverse horse breeds.
Table 3.
Remaining unknown unexplained roan phenotypes in diverse horse breeds.
| Breed |
# Horses |
| American Quarter Horse |
6 |
| Gypsy Cob |
3 |
| Arabian |
2 |
| Shire |
2 |
| Tennessee Walker |
2 |
| Appaloosa |
1 |
| Belgian Draft |
1 |
| Clydesdale |
1 |
| Friesian Cross |
1 |
| Mangalarga Marchador |
1 |
|
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