Table 3.
QTL identified for milk mineral and citrate content on Bos taurus (BTA) autosomes 1 to 10 (when a QTL region affected multiple traits, the most significantly affected trait is indicated in bold).
| Region | QTL | Trait | BTA | Confidence Interval of the QTL | Variant with the most significant effect (frequency p and effect b of the ALT allele) | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| From (bp) | To (bp) | # variants | # genes | Position (bp) | ID | p | R2 | −log10P | b | SE | Name of gene(s) | Impact | ||||
| 1 | 1 | P | 1 | 135,384,680 | 136,262,601 | 8 | 3 | 136,262,601 | rs210630730 | 0.199 | 0.69 | 11.5 | 8.57 | 1.23 | TMEM108 | Intron |
| 2 | 4 | Mg | 1 | 142,826,156 | 142,837,365 | 9 | 1 | 142,834,737 | rs109459130 | 0.576 | 0.85 | 64.1 | 1.48 | 0.09 | SLC37A1 | Intron |
| 2 | 5 | P | 1 | 142,826,156 | 142,835,551 | 7 | 1 | 142,834,737 | rs109459130 | 0.576 | 0.85 | 219.3 | 30.2 | 0.95 | SLC37A1 | Intron |
| 2 | 6 | K | 1 | 142,826,156 | 142,838,477 | 31 | 1 | 142,835,551 | rs109717634 | 0.613 | 1.00 | 138.1 | 22.4 | 0.89 | SLC37A1 | Intron |
| 2 | 7 | Na | 1 | 142,826,156 | 142,835,551 | 7 | 1 | 142,835,551 | rs109717634 | 0.613 | 1.00 | 19.5 | − 3.77 | 0.41 | SLC37A1 | Intron |
| 3 | 9 | Mg | 1 | 145,114,056 | 146,804,023 | 64 | 3 | 146,775,338 | rs43048006 | 0.630 | 0.33 | 10.3 | − 0.70 | 0.11 | – | – |
| 4 | 11 | Na | 2 | 5,738,340 | 7,483,560 | 104 | 7 | 5,739,439 | rs209271012 | 0.111 | 0.86 | 10.4 | 3.85 | 0.58 | LOC104971101 | lncRNA |
| 5 | 12 | Na | 2 | 131,111,763 | 131,742,987 | 206 | 9 | 131,197,793 | rs133533873 | 0.672 | 0.99 | 13.8 | 2.84 | 0.37 | ALPL | Intron |
| 6 | 13 | Na | 3 | 15,459,107 | 15,540,579 | 7 | 6 | 15,470,670 | rs110073735 | 0.026 | 0.92 | 8.9 | − 5.20 | 0.86 | EFNA1 / LOC107132270 | Intron / lncRNA |
| 7 | 14 | Ca | 4 | 48,711,128 | 48,835,496 | 22 | 4 | 48,711,294 | rs381111559 | 0.291 | 0.59 | 13.0 | − 10.5 | 1.42 | SLC26A4 | Intron |
| 8 | 15 | Na | 4 | 75,153,659 | 77,188,370 | 14 | 7 | 77,147,308 | rs386097640 | 0.024 | 0.87 | 9.5 | 6.65 | 1.06 | GCK | Intron |
| 8 | 16 | Ca | 4 | 77,147,308 | 77,257,775 | 9 | 7 | 77,173,366 | rs133824313 | 0.025 | 0.98 | 9.1 | 14.8 | 2.40 | GCK | Intron |
| 8 | 17 | Mg | 4 | 77,037,103 | 77,188,370 | 8 | 4 | 77,173,366 | rs133824313 | 0.025 | 0.98 | 11.1 | 1.34 | 0.20 | GCK | Intron |
| 9 | 18 | Ca | 4 | 91,807,789 | 92,192,288 | 182 | 6 | 92,192,288 | rs42451422 | 0.028 | 0.95 | 9.5 | 13.4 | 2.13 | LRRC4 / SND1 | Intron / Intron |
| 10 | 19 | Ca | 5 | 108,256,181 | 109,217,271 | 87 | 11 | 109,141,258 | rs383141568 | 0.570 | 0.82 | 8.4 | 5.73 | 0.98 | BID | Intron |
| 11 | 20 | Ca | 5 | 111,637,039 | 111,848,859 | 47 | 7 | 111,745,513 | rs384814366 | 0.231 | 0.94 | 16.6 | − 9.38 | 1.11 | MRTFA = MKL1 | Intron |
| 12 | 21 | Ca | 5 | 116,403,262 | 116,463,104 | 48 | 8 | 116,429,840 | rs382268272 | 0.049 | 0.58 | 60.5 | − 34.8 | 2.11 | LOC101903383 | lncRNA |
| 12 | 22 | Na | 5 | 116,403,262 | 116,907,862 | 72 | 17 | 116,429,922 | rs110716509 | 0.050 | 0.67 | 9.3 | 5.05 | 0.81 | LOC101903383 | lncRNA |
| 12 | 23 | Citrate | 5 | 116,403,262 | 116,468,630 | 50 | 8 | 116,439,760 | rs110048000 | 0.042 | 0.56 | 9.5 | − 0.25 | 0.04 | PPARA | Intron |
| 12 | 24 | Mg | 5 | 116,403,806 | 116,463,104 | 36 | 6 | 116,448,403 | rs110659119 | 0.048 | 0.97 | 24.2 | − 1.38 | 0.13 | PPARA | Intron |
| 12 | 25 | P | 5 | 116,420,172 | 117,323,874 | 28 | 5 | 116,448,403 | rs110659119 | 0.048 | 0.97 | 19.5 | − 13.5 | 1.46 | PPARA | Intron |
| 13 | 26 | Ca | 5 | 119,066,644 | 119,069,138 | 25 | 1 | 119,068,337 | rs134583661 | 0.046 | 0.95 | 48.4 | − 24.8 | 1.69 | – | Intergenic |
| 13 | 27 | Mg | 5 | 119,066,644 | 119,069,138 | 25 | 1 | 119,068,337 | rs134583661 | 0.046 | 0.95 | 20.1 | − 1.29 | 0.14 | – | Intergenic |
| 13 | 28 | P | 5 | 119,066,644 | 119,069,138 | 25 | 1 | 119,068,337 | rs134583661 | 0.046 | 0.95 | 17.9 | − 13.2 | 1.50 | – | Intergenic |
| 14 | 29 | K | 6 | 40,012,262 | 40,518,049 | 18 | 2 | 40,024,540 | rs43610452 | 0.064 | 0.99 | 11.7 | − 11.6 | 1.66 | SLIT2 | Intron |
| 15 | 30 | P | 6 | 42,855,236 | 43,032,274 | 17 | 3 | 42,870,371 | rs42610629 | 0.523 | 0.97 | 9.2 | 5.59 | 0.91 | – | Intergenic |
| 16 | 31 | K | 6 | 43,297,568 | 43,322,676 | 12 | 1 | 43,322,676 | rs43463132 | 0.778 | 0.97 | 40.7 | 13.2 | 0.98 | – | Intergenic |
| 17 | 32 | P | 6 | 45,018,531 | 45,401,570 | 78 | 4 | 45,056,055 | rs378008740 | 0.713 | 0.76 | 30.6 | 12.7 | 1.09 | – | Intergenic |
| 17 | 33 | K | 6 | 45,018,882 | 45,401,570 | 66 | 4 | 45,328,581 | rs135848932 | 0.174 | 1.00 | 120.0 | − 27.4 | 1.17 | SEL1L3 | Intron |
| 17 | 34 | Ca | 6 | 45,328,392 | 45,411,116 | 17 | 4 | 45,393,335 | rs134399380 | 0.183 | 0.91 | 8.6 | 7.24 | 1.22 | – | Intergenic |
| 17 | 35 | Na | 6 | 45,215,035 | 45,401,570 | 17 | 4 | 45,401,485 | rs108972810 | 0.177 | 0.99 | 10.2 | − 3.39 | 0.52 | SMIM20 / LOC112447060 | Upstream BS DOF5.3 / lncRNA |
| 18 | 36 | K | 6 | 47,687,737 | 49,094,600 | 79 | 1 | 48,145,964 | rs43461552 | 0.336 | 0.92 | 26.9 | − 10.6 | 0.98 | – | Intergenic |
| 19 | 37 | K | 6 | 50,277,420 | 51,315,936 | 82 | 2 | 51,311,430 | rs110769289 | 0.555 | 0.53 | 9.1 | − 5.72 | 0.93 | – | Intergenic |
| 20 | 38 | K | 6 | 56,960,135 | 56,970,541 | 6 | 1 | 56,968,022 | rs134533189 | 0.091 | 0.41 | 9.4 | − 8.37 | 1.34 | RELL1 | Intron |
| 21 | 39 | Na | 6 | 85,409,619 | 86,104,900 | 312 | 15 | 85,512,651 | rs110772556 | 0.660 | 0.98 | 8.6 | 2.79 | 0.47 | – | Intergenic |
| 21 | 40 | Mg | 6 | 85,587,260 | 85,599,456 | 41 | 2 | 85,594,649 | rs209134503 | 0.481 | 0.85 | 29.8 | − 1.09 | 0.10 | ODAM | Synonymous |
| 21 | 41 | Ca | 6 | 85,406,891 | 85,599,456 | 44 | 5 | 85,594,717 | rs135113545 | 0.485 | 0.79 | 17.0 | − 10.6 | 1.24 | ODAM | Intron |
| 21 | 42 | P | 6 | 85,564,407 | 87,276,896 | 1004 | 6 | 87,033,142 | rs110121930 | 0.613 | 1.00 | 12.3 | − 7.88 | 1.09 | – | Intergenic |
| 22 | 43 | Mg | 6 | 88,380,434 | 88,436,951 | 4 | 1 | 88,390,406 | rs133413027 | 0.252 | 0.99 | 9.8 | − 0.56 | 0.09 | – | Intergenic |
| 23 | 44 | Citrate | 6 | 117,331,679 | 117,456,476 | 30 | 7 | 117,407,851 | rs43489995 | 0.306 | 0.30 | 10.4 | 0.22 | 0.03 | TMEM175 / DGKQ | Downstream / Synonymous |
| 23 | 45 | Ca | 6 | 117,331,679 | 117,457,454 | 42 | 6 | 117,442,167 | – | 0.407 | 0.41 | 19.8 | 12.7 | 1.37 | GAK | Intron |
| 24 | 46 | Na | 7 | 1,055,458 | 1,365,056 | 387 | 3 | 1,057,563 | rs210648426 | 0.346 | 0.91 | 14.3 | − 2.85 | 0.36 | RASGEF1C | Intron |
| 25 | 47 | Ca | 7 | 37,353,946 | 39,223,460 | 24 | 16 | 39,194,875 | rs41567828 | 0.068 | 0.99 | 9.1 | 12.8 | 2.08 | LOC107132625 | lncRNA |
| 25 | 48 | P | 7 | 38,917,914 | 40,541,631 | 10 | 5 | 40,541,609 | rs1116258782 | 0.009 | 0.22 | 16.9 | 31.7 | 3.71 | – | Intergenic |
| 25 | 49 | Ca | 7 | 39,528,343 | 42,832,365 | 179 | 16 | 41,321,781 | rs209051255 | 0.059 | 0.76 | 11.6 | 18.4 | 2.63 | ENSBTAG00000053872 | Upstream BS FOXD3 |
| 26 | 50 | Ca | 7 | 43,090,012 | 44,848,268 | 250 | 19 | 44,836,642 | rs210107035 | 0.068 | 0.98 | 17.1 | 21.6 | 2.51 | FSTL4 / LOC101902643 | Intron / lncRNA |