Table 2.
Breed | BTA | Start | End | No. SNP | Strongest SNP | Strongest SNP position | + Allele | + Allele freq | P-value | SNP effect MCD | SNP effect PM | No. genes | Candidate gene(s) |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AA | 2 | 58317099 | 58398267 | 4 | rs799051476a | 58388382 | G | 0.012 | 8.76 × 10−10 | ++ | ++ | 0 | N/A |
4 | 21958676 | 22090437 | 38 | rs449164295b | 22090437 | T | 0.029 | 2.36 × 10−8 | −− | ++ | 1 | ETV1 | |
6 | 88842546 | 88935317 | 9 | rs800690355a | 88935317 | A | 0.007 | 1.52 × 10−8 | ++ | ++ | 0 | GC | |
CH | 2 | 1850243 | 1938014 | 44 | rs110820498a | 1925667 | T | 0.090 | 5.74 × 10−9 | − | ++ | 1 | PLEKHB2 |
2 | 3201163 | 3241531 | 14 | rs384824032a | 3241507 | T | 0.240 | 6.09 × 10−9 | − | ++ | 0 | N/A | |
2 | 3887357 | 3902265 | 20 | rs210421829a | 3899839 | A | 0.457 | 5.53 × 10−9 | − | ++ | 0 | N/A | |
2 | 5905672 | 6720629 | 192 | rs482419628a | 6630781 | G | 0.054 | 1.09 × 10−22 | −− | ++ | 9 | MSTN | |
2 | 6727404 | 7212998 | 260 | rs799943285b | 6808074 | G | 0.058 | 4.95 × 10−21 | −− | ++ | 1 | SLC40A1 † | |
2 | 7334284 | 7678545 | 6 | rs798702162a | 7609482 | G | 0.051 | 8.61 × 10−13 | −− | ++ | 1 | COL3A1 | |
4 | 118379848 | 118960619 | 12 | rs377892980d | 118932719 | C | 0.990 | 2.80 × 10−8 | − | ++ | 4 | RNF32 † , LMBR1, NOM1 | |
7 | 111633395 | 111639100 | 2 | rs383826293a | 111633395 | T | 0.008 | 2.49 × 10−8 | − | ++ | 0 | N/A | |
8 | 99124662 | 99444787 | 4 | .a | 99124662 | C | 0.988 | 3.04 × 10−8 | ++ | + | 2 | KLF4 | |
15 | 80425653 | 80425659 | 2 | rs42805962d | 80425653 | C | 0.008 | 5.81 × 10−11 | −− | −− | 1 | ENSBTAG00000035988 † | |
20 | 27639892 | 28292172 | 14 | .a | 27888972 | G | 0.011 | 1.74 × 10−8 | − | ++ | 1 | ISL1 | |
20 | 40735668 | 41092503 | 7 | rs717218519b | 41009804 | G | 0.013 | 6.01 × 10−9 | ++ | ++ | 1 | NPR3 † | |
22 | 988356 | 1889045 | 11 | .a | 1889045 | A | 0.007 | 3.55 × 10−9 | NA | − | 8 | SLC4A7 | |
23 | 21839465 | 21839742 | 4 | rs460572227b | 21839717 | T | 0.007 | 4.87 × 10−8 | − | ++ | 1 | ENSBTAG00000046237 † | |
25 | 22436613 | 22497098 | 2 | rs385805439c | 22458425 | T | 0.005 | 6.56 × 10−9 | NA | + | 1 | RBBP6 † | |
28 | 20486363 | 20541765 | 14 | rs208597252a | 20506931 | C | 0.012 | 3.23 × 10−9 | −− | −− | 0 | N/A | |
28 | 24368554 | 24389785 | 3 | rs210629062a | 24368554 | C | 0.035 | 3.61 × 10−8 | ++ | + | 0 | N/A | |
28 | 45109768 | 45388748 | 24 | rs476163771a | 45359784 | A | 0.986 | 8.80 × 10−11 | ++ | −− | 0 | TMEM72 | |
HF | 14 | 24847507 | 27124281 | 262 | rs134489103d | 24953585 | T | 0.968 | 1.51 × 10−8 | + | − | 17 | PLAG1 |
18 | 58141989 | 58407174 | 8 | rs381577268d | 58141989 | T | 0.025 | 1.63 × 10−9 | + | − | 4 | ZNF613 † | |
LM | 1 | 147046621 | 147071689 | 5 | .b | 147046683 | G | 0.009 | 3.21 × 10−9 | − | + | 1 | SLC19A1 † |
2 | 5751482 | 5769372 | 52 | rs211366913d | 5751482 | G | 0.048 | 6.19 × 10−9 | − | ++ | 1 | MFSD6 † | |
2 | 6692259 | 6837692 | 94 | rs137213740a | 6696029 | T | 0.909 | 7.69 × 10−11 | −− | ++ | 1 | SLC40A1 | |
5 | 85007482 | 85162856 | 3 | rs111563671c | 85162856 | T | 0.972 | 2.29 × 10−8 | + | + | 1 | KRAS † | |
7 | 57666736 | 58298162 | 4 | rs133717945a | 57666736 | A | 0.067 | 5.43 × 10−9 | + | + | 1 | ENSBTAG00000019739 | |
26 | 2392863 | 2461384 | 5 | rs111672216a | 2461384 | T | 0.007 | 6.67 × 10−10 | ++ | − | 0 | N/A | |
28 | 40647337 | 42372750 | 2 | rs378942567a | 42372750 | G | 0.023 | 3.57 × 10−8 | − | ++ | 16 | PPYR1 |
1No. SNP is the number of SNP within the QTL with a P-value ≤ 5 × 10−8. P-value is the P-value of strongest SNP association. + Allele is the allele that had a positive SNP effect on direct calving difficulty. SNP effect MCD is the QTL-lead SNP’s direction effect for maternal calving difficulty; + represents SNP effects in the same direction, ++ represents the same direction and large SNP effect size for MCD, i.e., a SNP effect size in the top 20%, − represents opposing SNP effects and −− represents opposing SNP effect directions that have a large SNP effect size. N/A (Non-applicable) was if the SNP wasn’t present in that dataset due to allele frequency. SNP effect PM similar to MCD but represents the SNP effects for PM. No. of genes is the number of genes in the QTL. If no gene was present in the QTL the nearest functional candidate gene within 250 kb was chosen. aintergenic, bintronic, cupstream gene variant, ddownstream gene variant, †gene in which the most significant SNP within the QTL was identified in.