Sequences obtained by using standart and universal M13 tagged primers showed 100% concordance. A total number of sixty-five DRB1 Exon 2 haplotypes were estimated across all breeds. 10:01, 13:01, 09:02, and 08:01 were the most prevalent haplotypes which occurred at an overall frequency greater than 0.05, i.e., 0.19, 0.12, 0.09, and 0.09, respectively. Some of the haplotypes were breed-specific, whereas some haplotypes (n = 21) found as single copy across all sample set. Regarding the haplotypes which were detected at least two times across all breeds, broad haplotype diversity was observed in Kivircik (31), Bandirma (29), Merino (20), and Imroz (13; Fig. 1; Supplemental table S1). The principal components (PC) plot for PC1 (21.8%) versus PC2 (20.3%) demonstrated that SBA crosses, Hampshire crosses, Ramlic and native Chios were slightly clustered regarding DRB1 genotypes according to breeds and the most distinct breed was Imroz (Fig. 2).
Alongside DRB1 Exon 2 haplotypes, a 2 bp deletion mutation (2 bp del) was identified at the Intron1 region of DRB1 gene, just 11 bp upstream of Exon 2 (Fig. 3). Deleted nucleotides are “CG” and the exact genomic position of the deletion mutation is 20:27300971-72 (NC_040271.1). High Linkage Disequilibrium (LD) was observed between the 2 bp del mutation and 13:01 haplotype (D’ value, 0.984; r-squared, 0.836), moreover, the highest LD was identified between the 2 bp del mutation and detected haplogroup 13 (haplotypes 13:01 and 13:03; D’ value, 0.984; r-squared, 0.903; Fig. 4). Haplotype 13:02 was not informative for LD analysis as it was detected as only one copy. The 2 bp del mutation was not found in Karacabey merino, Ramlic, and Hampshire crosses. The frequencies of the 2bp del mutation in Chios, Imroz, Kivircik, Bandirma, and SBA was observed at a range of 0.03 (Imroz) to 0.42 (SBA; Table 1).
Table 1
Frequencies of the 2 bp del mutation in 151 matched pairs panel.
Breed
|
Situation
|
n
|
2 bp del
|
Chios
|
native
|
4
|
0.250
|
Imroz
|
native
|
32
|
0.031
|
Kivircik
|
native
|
94
|
0.144
|
Merino
|
improved breed
|
34
|
-
|
Ramlic
|
improved breed
|
2
|
-
|
SBA
|
research flock
|
6
|
0.417
|
Hampshire crosses
|
research flock
|
6
|
-
|
Bandirma
|
research flock
|
124
|
0.181
|
|
Overall
|
302
|
0.134
|
A McNemar’s test was performed over 151 matched pairs to investigate the correlation between the 2bp del mutation or the most prevalent haplotypes (10:01, 13:01, 09:02, and 08:01) and VM serostatus (Supplamental table S2). Both recessive and dominant models were tested. In McNemar’s test, the sum of the discordant pairs (1;0 and 0;1) is expected to be higher than 25 for statistical significance. Accordingly, all of the tested variants were observed to have higher than 25 discordant pairs for the dominant model but not for the recessive model. A statistically significant correlation was observed between VM serostatus and haplotype 13:01 and the 2bp del mutation according to the dominant model (Table 2), among these two variants, however, the most significant association was detected between the 2 bp del mutation and VM serostatus (exact p-value, 0.002; chi-square, 9.38; odds ratio, 2.57; CI 95) upon computing the dominant model. Statistical power analysis was performed using real sample size (151 matched pairs) and percentage of discordant pairs (33.1%). Hence, the statistical power of the first analysis was calculated to be > 0.91 (p < 0.05).
Table 2
McNemar’s statistics of DRB1 haplotypes and 2 bp del mutation.
|
|
|
|
McNemar quadrants
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1;1
|
1;0
|
0;1
|
0;0
|
|
|
|
|
OR CI95
|
|
|
|
Estimated haplotypes
|
Modela
|
nb
|
a
|
b
|
c
|
d
|
b + cc
|
n
|
(b + c) /n
|
|
OR
|
Lower
|
Upper
|
χ2
|
p-value (exact)
|
|
13:01
|
1 copy
|
52
|
9
|
21
|
13
|
108
|
34
|
151
|
0,23
|
|
1,62
|
0,80
|
3,2
|
1,88
|
0,108
|
|
13:01
|
1 or 2 two copy
|
67
|
13
|
27
|
14
|
97
|
41
|
151
|
0,27
|
|
1,93
|
1,00
|
3,7
|
4,12
|
0,032
|
|
13:01
|
2 copy
|
4
|
0
|
3
|
1
|
147
|
4
|
151
|
0,03
|
|
3,00
|
0,30
|
28,8
|
1,00
|
0,5
|
Haplogroup 13 (13:01 and 13:03)
|
H/Y61Td
|
1 copy
|
68
|
13
|
29
|
13
|
96
|
42
|
151
|
0,28
|
|
2,23
|
1,20
|
4,3
|
6,10
|
0,012
|
H/Y61T
|
1 or 2 two copy
|
72
|
13
|
32
|
14
|
92
|
46
|
151
|
0,30
|
|
2,29
|
1,20
|
4,3
|
7,04
|
0,007
|
H/Y61T
|
2 copy
|
4
|
0
|
3
|
1
|
147
|
4
|
151
|
0,03
|
|
3,00
|
0,30
|
28,8
|
1,00
|
0,5
|
|
2 bp del
|
1 copy
|
71
|
12
|
34
|
13
|
92
|
47
|
151
|
0,31
|
|
2,61
|
1,40
|
5,0
|
9,38
|
0,002
|
|
2 bp del
|
1 or 2 two copy
|
76
|
13
|
36
|
14
|
88
|
50
|
151
|
0,33
|
|
2,57
|
1,40
|
4,8
|
9,38
|
0,002
|
|
2 bp del
|
2 copy
|
5
|
0
|
3
|
2
|
146
|
5
|
151
|
0,03
|
|
1,50
|
0,30
|
0,9
|
0,20
|
0,625
|
Lacking TMEM154 protective diplotypes
|
2 bp del
|
1 copy
|
45
|
5
|
26
|
9
|
53
|
35
|
93
|
0,38
|
|
2,89
|
1,40
|
6,2
|
8,26
|
0,004
|
2 bp del
|
1 or 2 two copy
|
49
|
5
|
29
|
10
|
49
|
39
|
93
|
0,42
|
|
2,90
|
1,40
|
6,0
|
9,26
|
0,002
|
2 bp del
|
2 copy
|
4
|
0
|
3
|
1
|
89
|
4
|
93
|
0,04
|
|
3,00
|
0,30
|
28,8
|
0,25
|
0,5
|
Table abbreviations: a, indicate the model that is "at least one copy" is dominant and "two copy" is recessive model; b, total number of ewes that are carriers of interested haplotype as one and/or two copies; c, sum of discordant pairs; OR, Odds ratio; χ2, the McNemar’s test statistic with continuity correction; d, representing haplogroup 13 (*1301 and *1303). |
Besides the high LD between the 2 bp del and haplotype 13:01, it was identified that Histidine (H) or Tyrosine (Y) substitution to Threonine (T) at codon 61 (H/Y61T) was also linked to both 2 bp del and 1301 haplotype (Fig. 4). Among 124 ovine DRB1 haplotypes deposited in Immuno Polymorphism Database (IPD), the 61T amino acid variant is specific to 13:01, 13:02, 13:03, 05:01:01, 05:02:01, 05.03:01, 26:01, and 29:01 haplotypes of which only 13:01, 13:02, 13:03, and 26:01 of were detected in the present study with the overall frequencies of 0.12, 0.003, 0.007, and 0.005, respectively. Another LD analysis was performed over the 2 bp del mutation and the haplogroup 13 (haplotypes 13:01, 13;02, and 13:03) which are carrier of 61T missense variants. Due to the haplotype 26:01 was detected as three copy across all breed and neither those were not carrier of 2 bp del variant, this haplotype was excluded this analysis. Eventually, almost a perfect LD was observed between the 2 bp del variant and the 61T amino acid carrier haplogroup 13 (D’ value, 0.985; r-squared ≥ 0.903; Fig. 4). Thus, second McNemars’s test for the haplogroup 13 with 46 discordant pairs revealed a similar association with the 2 bp del mutation (exact p-value, 0.007; odds ratio, 2.3) in dominant model (Table 2).
Our case-control matched pairs panel was also available for TMEM154 genotypes which were defined to have a major effect for the recessive model on VM resistance/susceptibility16,28−32. Finally, to test the relative protection of the wild type DRB1 genotype compared to the 2 bp del variant in the absence of the protective effect of TMEM154, these matched pairs was sorted and analyzed again. Briefly, if at least one member of a pair is a carrier of protective TMEM154 diplotypes (1;1, 1;4, or 4;4), these pairs were removed from the data set, thus, 93 matched pairs lacking the protective TMEM154 diplotypes remained (Supplemental table S3). Consequently, the third McNemar’s test for correlated proportion was performed on this data set with 39 discordant pairs (1;0 and 0;1). It was determined that 2 bp del mutation was still significantly associated with increased susceptibility, and the wild type ones were associated with relative resistance to VM despite lacking the protective TMEM154 diplotypes (exact p-value, 0.002; chi-square, 9.26; odds ratio, 2.9; CI 95). The statistical power of this analyzis was greater than 0.93 (odds ratio, 2.9; CI 95; p < 0.05). According to our results, the 2 bp del mutation in DRB1 Intron1 was identified as a genetic risk factor in dominant model, i.e., having one or two copies of 2 bp del mutation was found to increase the risk of contracting the VM virus by 2.9 fold (Table 2).