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. 2020 May 7;11:344. doi: 10.3389/fgene.2020.00344

TABLE 4.

Most significant SNPs detected with FST analysis and the associated genes.

Population SNP Chr Position Genes Function
ALN and WAT rs81355030 1 84,376,735 RPL18 Acute heat stress (Newton et al., 2012)
rs81367521 2 150,546,025 IL17B Embryonic development, tissue regeneration and inflammation (Bie et al., 2017)
rs81285672 12 23,638,629 ARHGAP23 Inflammatory response (Liu, 2015)

DUR and rs81353971 1 49,024,494 ADGRB3 Growth traits (Emrani et al., 2017)
WAT rs81353988 1 49,350,539 ADGRB3
rs81353991 1 49,392,902 ADGRB3
rs81297001 1 49,458,254 ADGRB3
rs81333295 1 49,592,586 ADGRB3
rs80946298 13 33,531,504 DOCK3 Induces axonal growth (Kimura et al., 2016)
rs81444796 13 33,481,604 DOCK3
rs81478683 13 34,024,632 IQCF3 Conjunctival UV to auto fluorescence (Yazar et al., 2015)
rs81478482 13 34,117,528 ACY1 Amino acid and heat shock protein (Martínez-Montemayor et al., 2008)
rs81454214 15 107,134,695 CD28 Endometrial gene expression (Gu et al., 2014)

KOL and WAT rs81341610 3 4,508,681 LOC102160627 Uncharacterized
rs80993200 4 234,605 ARHGAP39 Milk production related and mastitis resistance (Wang et al., 2015)
rs80851822 5 13,913,761 POLR3B Residual feed intake (Gondret et al., 2017)
rs80873063 5 13,940,475 TCP11L2 Regulated in small atretic follicles for healthy follicles (Hatzirodos et al., 2014a)
rs80999600 5 66,998,856 TSPAN9 ADG (Fontanesi et al., 2014)
rs80929588 5 67,092,749 TSPAN9
rs80883075 5 67,132,255 TEAD4 Regulation in organ size control and cell proliferation (Frankenberg et al., 2016)
rs81385003 5 67,297,728 ITFG2 Disease resistance (Moioli et al., 2016)
rs81285672 12 23,638,629 ARHGAP23 Inflammatory response (Liu, 2015)
rs81325261 12 44,771,203 FOXN1 Regulation of hair follicle development (Song et al., 2017)
rs80801871 13 33,170,033 DOCK3 Induces axonal growth (Kimura et al., 2016)
rs80802886 13 33,202,454 DOCK3
rs81444784 13 33,306,071 DOCK3
rs81444796 13 33,481,604 DOCK3
rs80946298 13 33,531,504 DOCK3
rs81478683 13 34,024,632 IQCF3 Conjuctival UV to auto fluorescence (Yazar et al., 2015)
rs335091311 15 148,461 STAM2 Residual feed intake (Gondret et al., 2017)
rs80852223 15 77,232,829 TLK1 Decrease expression in the endometrium (Gray et al., 2006)
rs80999734 15 77,318,065 TLK1
rs81453662 15 78,190,260 DLX1 Muscling and meat availability (Li et al., 2010)

LWT and WAT rs81349766 1 182,224,202 GPR137C Litter size (Sosa-Madrid et al., 2018)
rs81296498 1 182,722,677 DDHD1 Lipid metabolism (Parker Gaddis et al., 2018)
rs81349773 1 182,756,343 DDHD1
rs332395415 1 246,195,557 ABCA1 Mediates the transport of excess cholesterol (Schwartz et al., 2000)
rs321979518 1 246,199,966 ABCA1
rs81383185 5 21,606,108 RNF41 Lipid rafts in immune signalling (McGraw and List, 2017)
rs80820161 5 21,745,636 STAT2 Milk production (Salehi et al., 2015)
rs80894897 5 21,727,701 PAN2 Fat yield (Suchocki et al., 2016)
rs80940129 5 21,970,939 BAZ2A Nutrition related (Cornelis and Hu, 2013)
rs325229936 5 22,338,939 MYO1A Coat color and pigmentation (Gutiérrez-Gil et al., 2007)
rs81285672 12 23,6386,29 ARHGAP23 Inflammatory response (Liu, 2015)
rs80854565 14 89,185,576 ARHGAP22 Fertility (Browett et al., 2018)
rs80833618 14 89,227,581 ARHGAP22
rs80957034 14 89,255,703 ARHGAP22
rs80962102 14 89,309,115 ARHGAP22

SAL and WAT rs81395957 6 51,328,753 NECTIN2 Cell recognition and adhesion (Wang et al., 2010)
rs81395929 6 51,427,663 CLPTM1 Marbling score (Lim et al., 2013)

WIN and WAT rs81381252 4 65,339 ZNF609 Fertility (Hatzirodos et al., 2014b)
rs81285672 12 23,638,629 ARHGAP23 Inflammatory response (Liu, 2015)
rs81325261 12 44,771,203 FOXN1 Regulation of hair follicle development (Song et al., 2017)
rs331955329 13 66,004,327 MTMR14 Reduced with age accelerates skeletal muscle aging (Romero-Suarez et al., 2010)
rs80971430 13 66,026,240 BRPF1 Intramuscular fatty acid (Puig-Oliveras et al., 2016)
rs80945527 13 66,104,857 ARPC4 Mastitis resistance (Grossi et al., 2014)
rs80885182 13 66,270,725 FANCD2 Muscle weight (Lionikas et al., 2010)
rs45430493 13 66,515,894 SEC13 Muscle weight (Lionikas et al., 2012)
rs81248260 13 66,583,753 ATPB2 Heat stress on reproductive performance (Dash et al., 2016)
rs81446451 13 66,668,301 ATPB2
rs81446497 13 66,691,206 ATPB2
rs81446475 13 66,725,741 ATPB2
rs81446484 13 66,777,686 ATPB2
rs81478601 13 66,795,578 ATPB2

IND and DUR rs80866460 4 106,698,421 PTPN22 Immune response (Lamsyah et al., 2009)
rs81413279 9 79,010,742 NXPH1 DMI (Olivieri et al., 2016)
rs81413279 9 79,010,742 ABCB5 Immune function (Lee et al., 2017)
rs81306790 6 89,661,963 PHC2 Mastitis (Chen et al., 2015)
rs80854994 4 106,719,032 PTPN22 Immune response (Lamsyah et al., 2009)
rs80854994 4 106,719,032 BCL2L15 Mastitis (Chen et al., 2015)

Villages and DUR rs81282695 6 94,442,844 POU3F1 Neurobehavioral functioning (Eusebi et al., 2018)
rs81282695 6 94442844 FHL3 Carcass traits (Zuo et al., 2004, 2007)

Villages and KOL rs81430450 11 24,063,007 DNAJC15 Feeding efficiency (Reyer et al., 2017a)
rs81430450 11 24,063,007 EPSTI1 Fertility traits (Gaddis et al., 2016), fat deposition (Zhang et al., 2018)
SAL&LWT and IND rs81232179 8 51,070,662 FSTL5 Meat quality (Ryu and Lee, 2016); skeletal muscle (Novianti et al., 2010)
rs45431508 8 69,912,174 CXCL8 Pig disease (Wang et al., 2019)
rs81400554 8 55,181,102 CEP135 Intramuscular fat (Hamill et al., 2012); milk production (Rui et al., 2013)
rs81400554 8 55,181,102 EXOC1 Marbling score (Wu et al., 2016)
rs81400740 8 63,119,376 EPHA5 Feed efficiency (Reyer et al., 2017b)
rs81400500 8 52,213,568 NPY5R Feed efficiency and fat deposition (Chen et al., 2018)
rs81400500 8 52,213,568 NPY1R Feed efficiency and fat deposition (Chen et al., 2018)
rs81302014 8 69,950,857 RASSF6 Body conformation (Fang and Pausch, 2019)
rs80904678 11 15,274,089 FOXO1 Meat quality and carcass traits (Ropka-Molik et al., 2018)
rs81400500 8 52,213,568 SLC7A11 Feed efficiency (Vigors et al., 2016)
rs81300083 9 78,940,661 NXPH1 DMI (Olivieri et al., 2016)

IND and VIT rs81350922 1 257,096,974 ASTN2 Carcass weight in cattle (Júnior et al., 2016)
rs80970078 14 43,524,181 MYO18B Meat quality and carcass traits (Ropka-Molik et al., 2018)
DRGA0006738 6 117,857,953 NOL4 Fatness (Li et al., 2011)
rs80860919 1 64,018,444 GPR63 Fertility traits (Moran et al., 2017)
rs80921694 13 73,023,057 PLXNA1 Meat quality (Martínez-Montes et al., 2016)
rs81327396 12 53,063,765 DNAH2 Intramuscular fat (Luo et al., 2012); carcass weight (Kang et al., 2013)

Villages and WBO rs81244815 2 50,167,007 SWAP70 Disease resistance (Ma et al., 2011; Zhang et al., 2018)
rs81244815 2 50,167,007 SBF2 Fertility (Zhang et al., 2014); immune function (Ibeagha-Awemu et al., 2016)
rs81401075 8 73,841,435 FRAS1 Sow reproductive traits (Fischer et al., 2015), feed efficiency (Messad et al., 2019)
rs81401075 8 73,841,435 NPY2R Obesity (Siddiq et al., 2007; Hunt et al., 2011)

Villages and VIT INRA0003181 1 95,198,598 SLC14A2 Conformation traits (Le et al., 2017)
rs81332040 6 45,777,816 ZNF382 Conformation traits (Le et al., 2017)
INRA0045852 14 10,3086,988 HECTD2 Fat and meat quality traits (Piórkowska et al., 2018)
rs80980839 4 93,722,493 RHBG Ammonia transporter (Xiang et al., 2016)
rs80971176 5 49,876,132 SOX5 Ear morphology (Edea et al., 2017)

WBO and DUR rs80837120 1 565,627 TCTE3 Involved in spermatogenesis (Du et al., 2016)
rs81389959 6 88,334,239 PTP4A2 Reproductive traits (Verardo et al., 2016); intramuscular fat (Martínez-Montes et al., 2016)
rs81390106 6 88,751,010 TMEM39B Intramuscular Fat (Cesar et al., 2018)
rs81390106 6 88,751,010 TXLNA Meat quality (Ropka-Molik et al., 2018)
rs81390106 6 88,751,010 HDAC1 Altitude (Ban et al., 2015)
rs81390106 6 88,751,010 MARCKSL1 Feed intake (Lindholm-Perry et al., 2016)
rs81317489 6 89,640,457 ZSCAN20 Scrotal circumference (Sweett et al., 2018)
rs81317489 6 89,640,457 CSMD2 Meat pH trait (Dong et al., 2014); Body weight (Yoshida et al., 2017)
rs80894853 9 78,663,586 NXPH1 DMI (Olivieri et al., 2016)
rs81389936 6 88,264,983 COL16A1 Carcass and meat quality traits (Choi et al., 2012)
rs80790807 4 106,750,789 PTPN22 Immune response (Lamsyah et al., 2009)
rs80790807 4 106,750,789 BCL2L15 Mastitis (Chen et al., 2015)
rs80911350 14 11,345,116 SCARA3 Meat quality traits (Tizioto et al., 2015)
rs80911350 14 11,345,116 CLU Fertility (Kumar et al., 2015), intramuscular fat (de Jager et al., 2013)
rs343528814 13 36,608,977 CACNA2D3 Reproductive traits (Smith et al., 2019); body width in gilts and sows (Rothschild, 2010), body weight traits (Borowska et al., 2017), altitude (Zhang et al., 2014)
rs81478390 13 53,707,241 RYBP Body conformation traits - body weight, body length, body height, and chest circumference (Zhou et al., 2016)
rs81330369 9 7,449,894 FCHSD2 Milk production traits (Kemper et al., 2015)
rs80975991 7 33,481,446 ZFAND3 Growth and carcass quality traits (Li and Kim, 2015)
rs80855522 4 11,0552,282 GNAI3 Heat tolerance (Berihulay et al., 2019)
rs80988392 1 213,780,848 PTPRD Meat quality (Raschetti et al., 2013)