Cattle QTL Database

Release 56
(Apr 24, 2025)

. . . from browsing trait ontology

References

On trait: Subcutaneous fat thickness

Abo-Ismail M K, Lansink N, Akanno E, Karisa B K, Crowley J J, Moore S S, Bork E, Stothard P, Basarab J A, Plastow G S (2018). Development and validation of a small SNP panel for feed efficiency in beef cattle Journal of animal science,96(2): 375-397. [see all QTL by this paper]
Abo-Ismail MK, Vander Voort G, Squires JJ, Swanson KC, Mandell IB, Liao X, Stothard P, Moore S, Plastow G, Miller SP (2014). Single nucleotide polymorphisms for feed efficiency and performance in crossbred beef cattle BMC genetics,15: 14. [see all QTL by this paper]
Akanno EC, Chen L, Abo-Ismail MK, Crowley JJ, Wang Z, Li C, Basarab JA, MacNeil MD, Plastow GS (2018). Genome-wide association scan for heterotic quantitative trait loci in multi-breed and crossbred beef cattle Genetics, Selection, Evolution : GSE,50(1): 48. [see all QTL by this paper]
Alam MZ, Haque MA, Iqbal A, Lee YM, Ha JJ, Jin S, Park B, Kim NY, Won JI, Kim JJ (2023). Genome-Wide Association Study to Identify QTL for Carcass Traits in Korean Hanwoo Cattle Animals : an open access journal from MDPI,13(17):2737. [see all QTL by this paper]
Alexander, L J; Macneil, M D; Geary, T W; Snelling, W M; Rule, D C; Scanga, J A (2007). Quantitative trait loci with additive effects on palatability and fatty acid composition of meat in a Wagyu-Limousin F2 population. Animal genetics,38 (5): 506-13. [see all QTL by this paper]
Ali A A, Khatkar M S, Kadarmideen H N, Thomson P C (2015). Additive and epistatic genome-wide association for growth and ultrasound scan measures of carcass-related traits in Brahman cattle Journal of animal breeding and genetics,132(2): 187-97. [see all QTL by this paper]
Avilés C, Polvillo O, Peña F, Juárez M, Martínez A L, Molina A (2013). Associations between DGAT1, FABP4, LEP, RORC, and SCD1 gene polymorphisms and fat deposition in Spanish commercial beef Journal of animal science,91(10): 4571-7. [see all QTL by this paper]
Baeza M C, Corva P M, Soria L A, Rincon G, Medrano J F, Pavan E, Villarreal E L, Schor A, Melucci L, Mezzadra C, Miquel M C, (2011). Genetic markers of body composition and carcass quality in grazing Brangus steers. Genetics and molecular research : GMR,10 (4): 3146-56. [see all QTL by this paper]
Barendse, W; Bunch, R J; Kijas, J W; Thomas, M B (2006). The effect of genetic variation of the retinoic acid receptor-related orphan receptor C gene on fatness in cattle. Genetics,175 (2): 843-53. [see all QTL by this paper]
Bolormaa S, Neto LR, Zhang YD, Bunch RJ, Harrison BE, Goddard ME, Barendse W (2011). A genome-wide association study of meat and carcass traits in Australian cattle J Anim Sci,89(8):2297-309. [see all QTL by this paper]
Carvalho ME, Baldi FS, Alexandre PA, Santana MHA, Ventura RV, Bueno RS, Bonin MN, Rezende FM, Coutinho LL, Eler JP, Ferraz JBS (2019). Genomic regions and genes associated with carcass quality in Nelore cattle. Genet Mol Res,18(1): gmr18226. [see all QTL by this paper]
Casas E, Stone RT, Keele JW, Shackelford SD, Kappes SM, Koohmaraie M. (2001). A comprehensive search for quantitative trait loci affecting growth and carcasscomposition of cattle segregating alternative forms of the myostatin gene. J Anim Sci,79(4):854-60.. [see all QTL by this paper]
Choi Y, Davis ME, Chung H (2015). Effects of genetic variants in the promoter region of the bovine adiponectin (ADIPOQ) gene on marbling of Hanwoo beef cattle Meat science,105: 57-62. [see all QTL by this paper]
Collis E, Fortes M R S, Zhang Y, Tier B, Schutt K, Barendse W, Hawken R (2012). Genetic variants affecting meat and milk production traits appear to have effects on reproduction traits in cattle. Animal genetics,43 (4): 442-6. [see all QTL by this paper]
da Silva Neto JB, Peripoli E, Pereira ASC, Stafuzza NB, LÃ´bo RB, Fukumasu H, Ferraz JBS, Baldi F (2023). Weighted genomic prediction for growth and carcass-related traits in Nelore cattle. Animal Genetics,54(3): 271-283. [see all QTL by this paper]
da Silva R C G, Ferraz J B S, Meirelles F V, Eler J P, Balieiro J C C, Cucco D C, Mattos E C, Rezende F M, Silva S L (2012). Association of single nucleotide polymorphisms in the bovine leptin and leptin receptor genes with growth and ultrasound carcass traits in Nellore cattle Genetics and molecular research : GMR,11(4): 3721-8. [see all QTL by this paper]
de Las Heras-Saldana S, Lopez BI, Moghaddar N, Park W, Park JE, Chung KY, Lim D, Lee SH, Shin D, van der Werf JHJ (2020). Use of gene expression and whole-genome sequence information to improve the accuracy of genomic prediction for carcass traits in Hanwoo cattle Genetics, Selection, Evolution : GSE,52(1): 54. [see all QTL by this paper]
E. Casas, J. W. Keele, S. D. Shackelford, M. Koohmaraie, T. S. Sonstegard, T.P.L. Smith, S. M. Kappes, and R.T. Stone (1998). Association of the Muscle Hpertrophy Locus with Carcass Traits in Beef Cattle J Anim Sci,76: 468-473. [see all QTL by this paper]
E. Casas, S. D. Shackelford, J. W. Keele, M. Koohmaraie, T. P. L. Smith, R. T. Stone (2003). Detection of Quantitative Trait Loci for Growth and Carcass Composition in Cattle J Anim Sci,81: 2976-2983. [see all QTL by this paper]
E. Casas, S. D. Shackelford, J. W. Keele, R. T. Stone, S. M. Kappes, and M. Koohmaraie (2000). Quantitative Trait Loci Affecting Growth and Carcass Composition of Cattle Segregating Alternate Forms of Myostatin J Anim Sci,78: 560-569. [see all QTL by this paper]
Esmailizadeh AK, Bottema CD, Sellick GS, Verbyla AP, Morris CA, Cullen NG, Pitchford WS (2008). Effects of the myostatin F49L substitution on beef traits J Anim Sci,86(5): 1038-46. [see all QTL by this paper]
Fan Y Y, Fu G W, Fu C Z, Zan L S, Tian W Q (2012). A missense mutant of the PPAR-γ gene associated with carcass and meat quality traits in Chinese cattle breeds Genetics and molecular research : GMR,11(4): 3781-8. [see all QTL by this paper]
Fan YY, Zan LS, Fu CZ, Tian WQ, Wang HB, Liu YY, Xin YP (2011). Three novel SNPs in the coding region of PPARγ gene and their associations with meat quality traits in cattle. Molecular biology reports,38(1): 131-7. [see all QTL by this paper]
Ferraz JB, Pinto LF, Meirelles FV, Eler JP, de Rezende FM, Oliveira EC, Almeida HB, Woodward B, Nkrumah D (2009). Association of single nucleotide polymorphisms with carcass traits in Nellore cattle Genet Mol Res,8(4): 1360-6. [see all QTL by this paper]
Garrett AJ, Rincon G, Medrano JF, Elzo MA, Silver GA, Thomas MG (2008). Promoter region of the bovine growth hormone receptor gene: Single nucleotide polymorphism discovery in cattle and association with performance in Brangus bulls J Anim Sci,86(12): 3315-23. [see all QTL by this paper]
Goszczynski DE, Mazzucco JP, Ripoli MV, Villarreal EL, Rogberg-Muñoz A, Mezzadra CA, Melucci LM, Giovambattista G (2016). Genetic characterisation of PPARG, CEBPA and RXRA, and their influence on meat quality traits in cattle Journal of animal science and technology,58: 14. [see all QTL by this paper]
Goszczynski DE, Papaleo-Mazzucco J, Ripoli MV, Villarreal EL, Rogberg-MuÃ±oz A, Mezzadra CA, Melucci LM, Giovambattista G (2017). Genetic Variation in FABP4 and Evaluation of Its Effects on Beef Cattle Fat Content Animal biotechnology,: 1-9. [see all QTL by this paper]
Grigoletto L, Ferraz JBS, Oliveira HR, Eler JP, Bussiman FO, Abreu Silva BC, Baldi F, Brito LF (2020). Genetic Architecture of Carcass and Meat Quality Traits in Montana Tropical Composite Beef Cattle Frontiers in genetics,11: 123. [see all QTL by this paper]
Gui L, Jia C, Zhang Y, Zhao C, Zan L (2016). Association studies on the bovine lipoprotein lipase gene polymorphism with growth and carcass quality traits in Qinchuan cattle Molecular and cellular probes,30(2): 61-5. [see all QTL by this paper]
Gui LS, Raza SHA, Jia J (2019). Analysis of the oxidized low density lipoprotein receptor 1 gene as a potential marker for carcass quality traits in Qinchuan cattle Asian-Australasian journal of animal sciences,32(1): 58-62. [see all QTL by this paper]
Gutierrez-Gil, B; Williams, J L; Homer, D; Burton, D; Haley, C S; Wiener, P (2009). Search for quantitative trait loci affecting growth and carcass traits in a cross population of beef and dairy cattle. J Anim Sci,87 (1): 24-36. [see all QTL by this paper]
Hou GY, Yuan ZR, Gao X, Li JY, Gao HJ, Chen JB, Xu SZ (2010). Genetic polymorphisms of the CACNA2D1 gene and their association with carcass and meat quality traits in cattle Biochem Genet,48(9-10): 751-9. [see all QTL by this paper]
Huang M, Gao X, Li JY, Ren HY, Chen JB, Xu SZ (2010). Polymorphisms in MC4R gene and correlations with economic traits in cattle Mol Biol Rep,37(8):3941-4. [see all QTL by this paper]
Imumorin IG, Kim E-H, Lee Y-M, De Koning D-J, van Arendonk JA, De Donato M, Taylor JF, Kim J-J (2011). Genome scan for parent-of-origin QTL effects on bovine growth and carcass traits Frontiers in Genetics,2:44. [see all QTL by this paper]
Islam KK, Vinsky M, Crews RE, Okine E, Moore SS, Crews DH Jr, Li C (2009). Association analyses of a SNP in the promoter if IGF1 with fat deposition and carcass merit traits in hybrid, Angus and Charolais beef cattle Animal genetics,40(5): 766-9. [see all QTL by this paper]
J. J. Kim, F. Farnir, J. Savell, J. F. Taylor (2003). Detection of Quantitative Trait Loci for Growth and Beef Carcass Fatness Traits in a Cross Between Bos taurus (Angus) and Bos indicus (Brahman) Cattle J Anim Sci,81: 1933-1942. [see all QTL by this paper]
J.F. Taylor, L. L. Coutinho, K. L. Herring, D. S. Gallagher Jr, R. A. Brenneman, N. Burney, J. O. Sanders, J. W. Turner, S. B. S (1998). Candidate Gene Analysis of GH1 for Effects on Growth and Carcass Composition of Cattle Animal Genetics,29: 194-201. [see all QTL by this paper]
JÃºnior GA, Costa RB, de Camargo GM, Carvalheiro R, Rosa GJ, Baldi F, Garcia DA, Gordo DG, Espigolan R, Takada L, MagalhÃ£es AF, Bresolin T, Feitosa FL, Chardulo LA, de Oliveira HN, de Albuquerque LG (2016). Genome scan for postmortem carcass traits in Nellore cattle Journal of animal science,94(10): 4087-4095. [see all QTL by this paper]
Jiao Y, Zan L S, Liu Y F, Wang H B (2011). Molecular characterization, polymorphism of the ACOX1 gene and association with ultrasound traits in Bos taurus Genetics and molecular research : GMR,10 (3): 1948-57. [see all QTL by this paper]
Kim HJ, de Las Heras-Saldana S, Moghaddar N, Lee SH, Lim D, van der Werf JHJ (2022). Genome-wide association study for carcass traits in Hanwoo cattle using additional relatives' information of non-genotyped animals Animal Genetics,53(6):863-866. [see all QTL by this paper]
Kim Y, Ryu J, Woo J, Kim JB, Kim CY, Lee C (2011). Genome-wide association study reveals five nucleotide sequence variants for carcass traits in beef cattle Animal Genetics,42(4):361-5. [see all QTL by this paper]
Kunej T, Wang Z, Michal JJ, Daniels TF, Magnuson NS, Jiang Z (2007). Functional UQCRC1 polymorphisms affect promoter activity and body lipid accumulation Obesity (Silver Spring),15(12):2896-901. [see all QTL by this paper]
Lee DJ, Kim Y, Dinh PTN, Chung Y, Lee D, Kim Y, Lee SH, Choi I, Lee SH (2023). Identification of Missense Variants Affecting Carcass Traits for Hanwoo Precision Breeding Genes,14(10):1839. [see all QTL by this paper]
Li Y, Gao Y, Kim YS, Iqbal A, Kim JJ (2017). A whole genome association study to detect additive and dominant single nucleotide polymorphisms for growth and carcass traits in Korean native cattle, Hanwoo Asian-Australasian journal of animal sciences,30(1): 8-19. [see all QTL by this paper]
Li Y, Kim JJ (2015). Multiple Linkage Disequilibrium Mapping Methods to Validate Additive Quantitative Trait Loci in Korean Native Cattle (Hanwoo) Asian-Australasian journal of animal sciences,28(7): 926-35. [see all QTL by this paper]
Li, C; Basarab, J; Snelling, W M; Benkel, B; Kneeland, J; Murdoch, B; Hansen, C; Moore, S S; (2004). Identification and fine mapping of quantitative trait loci for backfat on bovine chromosomes 2, 5, 6, 19, 21, and 23 in a commercial line of Bos taurus. J Anim Sci,4 (82): 967-72. [see all QTL by this paper]
Lindholm-Perry A K, Kuehn L A, Snelling W M, Smith T P L, Ferrell C L, Jenkins T G, King D Andy, Shackelford S D, Wheeler T L, Freetly H C, (2012). Genetic markers on BTA14 predictive for residual feed intake in beef steers and their effects on carcass and meat quality traits. Animal genetics,43 (5): 599-603. [see all QTL by this paper]
Lindholm-Perry AK, Sexten AK, Kuehn LA, Smith TP, King DA, Shackelford SD, Wheeler TL, Ferrell CL, Jenkins TG, Snelling WM, Freetly HC (2011). Association, effects and validation of polymorphisms within the NCAPG - LCORL locus located on BTA6 with feed intake, gain, meat and carcass traits in beef cattle. BMC genetics,12: 103. [see all QTL by this paper]
Lindholm-Perry Amanda K, Kuehn Larry A, Rempel Lea A, Smith Timothy P L, Cushman Robert A, McDaneld Tara G, Wheeler Tommy L, Shackelford Steven D, King David A, Freetly Harvey C, (2012). Evaluation of Bovine chemerin (RARRES2) Gene Variation on Beef Cattle Production Traits. Frontiers in genetics,3:39. [see all QTL by this paper]
Liu H, Tian W, Zan L, Wang H, Cui H (2010). Mutations of MC4R gene and its association with economic traits in Qinchuan cattle Mol Biol Rep,37(1): 535-40. [see all QTL by this paper]
Liu R, Fang X, Lu X, Liu Y, Li Y, Bai X, Ding X, Yang R (2024). Polymorphisms of the SCD1 Gene and Its Association Analysis with Carcass, Meat Quality, Adipogenic Traits, Fatty Acid Composition, and Milk Production Traits in Cattle Animals : an open access journal from MDPI,14(12):1759. [see all QTL by this paper]
Liu X, Guo X Y, Xu X Z, Wu M, Zhang X, Li Q, Ma P P, Zhang Y, Wang C Y, Geng F J, Qin C H, Liu L, Shi W H, Wang Y C, Yu Y (2012). Novel single nucleotide polymorphisms of the bovine methyltransferase 3b gene and their association with meat quality traits in beef cattle Genetics and molecular research : GMR,11(3): 2569-77. [see all QTL by this paper]
Liu X, Usman T, Wang Y, Wang Z, Xu X, Wu M, Zhang Y, Zhang X, Li Q, Liu L, Shi W, Qin C, Geng F, Wang C, Tan R, Huang X, Liu A, Wu H, Tan S, Yu Y (2015). Polymorphisms in epigenetic and meat quality related genes in fourteen cattle breeds and association with beef quality and carcass traits Asian-Australasian journal of animal sciences,28(4): 467-75. [see all QTL by this paper]
Liu Y, Zan L, Li L, Xin Y (2013). Proopiomelanocortin gene polymorphisms and its association with meat quality traits by ultrasound measurement in Chinese cattle Gene,529(1): 138-43. [see all QTL by this paper]
MacNeil MD, Grosz MD (2002). Genome-wide scans for QTL affecting carcass traits in Hereford x composite double backcross populations J Anim Sci,80(9): 2316-24. [see all QTL by this paper]
Mahdi Saatchi, Robert D Schnabel, Jeremy F Taylor and Dorian J Garrick (2014). Large-effect pleiotropic or closely linked QTL segregate within and across ten US cattle breeds BMC Genomics,15:442. [see all QTL by this paper]
Marques E, Nkrumah J D, Sherman E L, Moore S S (2009). Polymorphisms in positional candidate genes on BTA14 and BTA26 affect carcass quality in beef cattle Journal of animal science,87(8): 2475-84. [see all QTL by this paper]
Martins R, Brito L F, Machado P C, Pinto L F B, Silva M R, Schenkel F S, Pedrosa V B (2021). Genome-wide association study and pathway analysis for carcass fatness in Nellore cattle measured by ultrasound Animal genetics,52(5):730-733. [see all QTL by this paper]
Martins R, Machado PC, Pinto LFB, Silva MR, Schenkel FS, Brito LF, Pedrosa VB (2021). Genome-wide association study and pathway analysis for fat deposition traits inÂ nelloreÂ cattle raised in pasture-based systems Journal of animal breeding and genetics ,138(3):360-378. [see all QTL by this paper]
Mateescu RG, Garrick DJ, Reecy JM (2017). Network Analysis Reveals Putative Genes Affecting Meat Quality in Angus Cattle Frontiers in genetics,8: 171. [see all QTL by this paper]
Matsuhashi T, Maruyama S, Uemoto Y, Kobayashi N, Mannen H, Abe T, Sakaguchi S, Kobayashi E (2011). Effects of bovine fatty acid synthase, stearoyl-coenzyme A desaturase, sterol regulatory element-binding protein 1, and growth hormone gene polymorphisms on fatty acid composition and carcass traits in Japanese Black cattle J Anim Sci,89(1): 12-22. [see all QTL by this paper]
McClure MC, Morsci NS, Schnabel RD, Kim JW, Yao P, Rolf MM, McKay SD, Gregg SJ, Chapple RH, Northcutt SL, Taylor JF. (2010). A genome scan for quantitative trait loci influencing carcass, post-natal growth and reproductive traits in commercial Angus cattle. Animal Genetics,41 (6): 597-607. [see all QTL by this paper]
Medeiros de Oliveira Silva R, Bonvino Stafuzza N, de Oliveira Fragomeni B, Miguel Ferreira de Camargo G, Matos Ceacero T, Noely Dos Santos GonÃ§alves Cyrillo J, Baldi F, Augusti Boligon A, Zerlotti Mercadante ME, Lino Lourenco D, Misztal I, GalvÃ£o de Albuquerque L (2017). Genome-Wide Association Study for Carcass Traits in an Experimental Nelore Cattle Population PloS one,12(1): e0169860. [see all QTL by this paper]
Mei C G, Gui L S, Fu C Z, Wang H C, Wang J L, Cheng G, Zan L S (2015). Polymorphisms in the bovine CIDEC gene are associated with body measurement traits and meat quality traits in Qinchuan cattle Genetics and molecular research : GMR,14(3): 9013-23. [see all QTL by this paper]
Mei CG, Gui LS, Wang HC, Tian WQ, Li YK, Zan LS (2018). Polymorphisms in adrenergic receptor genes in Qinchuan cattle show associations with selected carcass traits Meat science,135: 166-173. [see all QTL by this paper]
Mir Asif Iquebal, Mahmoud A. Abdel Ghaffar, Jamie L Williams, Sarika Jaiswal, Ramanujam Rajendran, Leslie Leo Prince Lawrence, Amit Kumar, Sanjeev Singh, Sajidkhan Uyusufzai, James M Reecy (2023). Genome-Wide Association Studies and Genetic Parameters for Growth and Carcass Traits of American Angus Beef Cattle. BMC Genomics,. [see all QTL by this paper]
Moore, S S; Li, C; Basarab, J; Snelling, W M; Kneeland, J; Murdoch, B; Hansen, C; Benkel, B; (2004). Fine mapping of quantitative trait loci and assessment of positional candidate genes for backfat on bovine chromosome 14 in a commercial line of Bos taurus. J Anim Sci,8 (81): 1919-25. [see all QTL by this paper]
Morsci NS, Schnabel RD, Taylor JF (2006). Association analysis of adiponectin and somatostatin polymorphisms on BTA1 with growth and carcass traits in Angus cattle Animal Genetics,37(6): 554-62. [see all QTL by this paper]
Nalaila S M, Stothard P, Moore S S, Li C, Wang Z (2012). Whole-genome QTL scan for ultrasound and carcass merit traits in beef cattle using Bayesian shrinkage method. Journal of animal breeding and genetics ,129 (2): 107-19. [see all QTL by this paper]
Naserkheil M, Bahrami A, Lee D, Mehrban H (2020). Integrating Single-Step GWAS and Bipartite Networks Reconstruction Provides Novel Insights into Yearling Weight and Carcass Traits in Hanwoo Beef Cattle Animals : an open access journal from MDPI,10(10). [see all QTL by this paper]
Oh D, Lee Y, La B, Yeo J, Chung E, Kim Y, Lee C (2012). Fatty acid composition of beef is associated with exonic nucleotide variants of the gene encoding FASN Mol Biol Rep,39(4):4083-90. [see all QTL by this paper]
Peters S O, Kizilkaya K, Garrick D J, Fernando R L, Reecy J M, Weaber R L, Silver G A, Thomas M G (2012). Bayesian genome-wide association analysis of growth and yearling ultrasound measures of carcass traits in Brangus heifers. Journal of animal science,90 (10): 3398-409. [see all QTL by this paper]
Porto Neto L R, Bunch R J, Harrison B E, Barendse W (2012). Variation in the XKR4 gene was significantly associated with subcutaneous rump fat thickness in indicine and composite cattle. Animal genetics,43 (6): 785-9. [see all QTL by this paper]
Reis HBD, Carvalho ME, Espigolan R, Poleti MD, Ambrizi DR, Berton MP, Ferraz JBS, de Mattos Oliveira EC, Eler JP (2023). Genome-Wide Association (GWAS) Applied to Carcass and Meat Traits of Nellore Cattle Metabolites,14(1):6. [see all QTL by this paper]
Rempel L A, Casas E, Shackelford S D, Wheeler T L (2012). Relationship of polymorphisms within metabolic genes and carcass traits in crossbred beef cattle. Journal of animal science,90 (4): 1311-6. [see all QTL by this paper]
Rincon G, Farber EA, Farber CR, Nkrumah JD, Medrano JF (2009). Polymorphisms in the STAT6 gene and their association with carcass traits in feedlot cattle Animal genetics,40(6): 878-82. [see all QTL by this paper]
Santana M H A, Ventura R V, Utsunomiya Y T, Neves H H R, Alexandre P A, Oliveira Junior G A, Gomes R C, Bonin M N, Coutinho L L, Garcia J F, Silva S L, Fukumasu H, Leme P R, Ferraz J B S (2015). A genomewide association mapping study using ultrasound-scanned information identifies potential genomic regions and candidate genes affecting carcass traits in Nellore cattle Journal of animal breeding and genetics,132(6):420-7. [see all QTL by this paper]
Seong J, Suh DS, Park KD, Lee HK, Kong HS (2012). Identification and analysis of MC4R polymorphisms and their association with economic traits of Korean cattle (Hanwoo) Mol Biol Rep,39(4):3597-601. [see all QTL by this paper]
Setoguchi, K; Furuta, M; Hirano, T; Nagao, T; Watanabe, T; Sugimoto, Y; Takasuga, A (2009). Cross-breed comparisons identified a critical 591-kb region for bovine carcass weight QTL (CW-2) on chromosome 6 and the Ile-442-Met substitution in NCAPG as a positional candidate. BMC genetics,10: 43. [see all QTL by this paper]
Sharma A, Dang C G, Kim K S, Kim J J, Lee H K, Kim H C, Yeon S H, Kang H S, Lee S H (2014). Validation of genetic polymorphisms on BTA14 associated with carcass trait in a commercial Hanwoo population Animal genetics,45(6): 863-7. [see all QTL by this paper]
Sherman EL, Nkrumah JD, Murdoch BM, Li C, Wang Z, Fu A, Moore SS (2008). Polymorphisms and haplotypes in the bovine neuropeptide Y, growth hormone receptor, ghrelin, insulin-like growth factor 2, and uncoupling proteins 2 and 3 genes and their associations with measures of growth, performance, feed efficiency, and carcass merit in beef cattle Journal of animal science,86(1): 1-16. [see all QTL by this paper]
Shin S, Heo J, Yeo J, Lee C, Chung E (2012). Genetic association of Phosphodiesterase 1B (PDE1B) with carcass traits in Korean cattle. Molecular biology reports,39(4): 4869-74. [see all QTL by this paper]
Silva D B S, Crispim B A, Silva L E, Oliveira J A, Siqueira F, Seno L O, Grisolia A B (2014). Genetic variations in the leptin gene associated with growth and carcass traits in Nellore cattle Genetics and molecular research : GMR,13(2): 3002-12. [see all QTL by this paper]
Silva RP, Berton MP, Grigoletto L, Carvalho FE, Silva RMO, Peripolli E, Castro LM, Ferraz JBS, Eler JP, LÃ´bo RB, Baldi F (2019). Genomic regions and enrichment analyses associated with carcass composition indicator traits in Nellore cattle Journal of animal breeding and genetics ,136(2):118-133. [see all QTL by this paper]
Song N, Gui L S, Xu H C, Wu S, Zan L S (2015). Identification of single nucleotide polymorphisms of the signal transducer and activator of transcription 3 gene (STAT3) associated with body measurement and carcass quality traits in beef cattle Genetics and molecular research : GMR,14(3): 11242-9. [see all QTL by this paper]
Souza FR, Mercadante ME, Fonseca LF, Ferreira LM, Regatieri IC, Ayres DR, Tonhati H, Silva SL, Razook AG, Albuquerque LG (2010). Assessment of DGAT1 and LEP gene polymorphisms in three Nelore (Bos indicus) lines selected for growth and their relationship with growth and carcass traits J Anim Sci,88(2): 435-41. [see all QTL by this paper]
Spencer RJ, Ketel CR, Penner GB, Asai-Coakwell M (2023). Association of a variant upstream of growth differentiation factor 11 (GDF11) on carcass traits in crossbred beef cattle Translational animal science,7(1): txad029. [see all QTL by this paper]
Srikanth K, Lee SH, Chung KY, Park JE, Jang GW, Park MR, Kim NY, Kim TH, Chai HH, Park WC, Lim D (2020). A Gene-Set Enrichment and Protein-Protein Interaction Network-Based GWAS with Regulatory SNPs Identifies Candidate Genes and Pathways Associated with Carcass Traits in Hanwoo Cattle Genes,11 (3):E316. [see all QTL by this paper]
Stone RT, Casas E, Smith TP, Keele JW, Harhay G, Bennett GL, Koohmaraie M, Wheeler TL, Shackelford SD, Snelling WM (2005). Identification of genetic markers for fat deposition and meat tenderness on bovine chromosome 5: development of a low-density single nucleotide polymorphism map. Journal of animal science,83(10): 2280-8. [see all QTL by this paper]
Takasuga, Akiko; Watanabe, Toshio; Mizoguchi, Yasushi; Hirano, Takashi; Ihara, Naoya; Takano, Atsushi; Yokouchi, Kou; Fujikawa, (2007). Identification of bovine QTL for growth and carcass traits in Japanese Black cattle by replication and identical-by-descent mapping. Mammalian genome,18 (2): 125-36. [see all QTL by this paper]
Ujan J A, Zan L S, Ujan S A, Adoligbe C, Wang H B (2011). Back fat thickness and meat tenderness are associated with a 526 T>A mutation in the exon 1 promoter region of the MyF-5 gene in Chinese Bos taurus. Genetics and molecular research : GMR,10 (4): 3070-9. [see all QTL by this paper]
Veneroni-Gouveia G, Meirelles S L, Grossi D A, Santiago A C, Sonstegard T S, Yamagishi M E B, Matukumalli L K, Coutinho L L, Alencar M M, Oliveira H N, Regitano L C A, (2012). Whole-genome analysis for backfat thickness in a tropically adapted, composite cattle breed from Brazil. Animal genetics,43 (5): 518-24. [see all QTL by this paper]
Wang H, Zan L S, Wang H B, Song F B (2011). A novel SNP of the C/EBPα gene associated with superior meat quality in indigenous Chinese cattle Genetics and molecular research : GMR,10 (3): 2069-77. [see all QTL by this paper]
Wang Y, Zhang F, Mukiibi R, Chen L, Vinsky M, Plastow G, Basarab J, Stothard P, Li C (2020). Genetic architecture of quantitative traits in beef cattle revealed by genome wide association studies of imputed whole genome sequence variants: II: carcass merit traits BMC genomics,21(1): 38. [see all QTL by this paper]
Wibowo, Tito A; Michal, Jennifer J; Jiang, Zhihua (2007). Corticotropin releasing hormone is a promising candidate gene for marbling and subcutaneous fat depth in beef cattle. Genome (National Research Council Canada),50 (10): 939-45. [see all QTL by this paper]
Woronuk G N, Marquess F L, James S T, Palmer J, Berryere T, Deobald H, Howie S, Kononoff P J (2012). Association of leptin genotypes with beef cattle characteristics. Animal genetics,43 (5): 608-10. [see all QTL by this paper]
Wu J, Wu T, Xie X, Niu Q, Zhao Z, Zhu B, Chen Y, Zhang L, Gao X, Niu X, Gao H, Li J, Xu L (2023). Genetic Association Analysis of Copy Number Variations for Meat Quality in Beef Cattle Foods (Basel, Switzerland),12(21):3986. [see all QTL by this paper]
Yang N, Zan L S, Li Y K, Gao J B, Ma X H, Fu C Z, Wang H, Adoligbe C (2014). Polymorphisms in the delta-like 2 homolog gene and their association with growth and meat-quality traits in Qinchuan cattle Genetics and molecular research : GMR,13(1): 2130-9. [see all QTL by this paper]
Yang W, Wang Y, Fu C, Zan LS (2015). Association study and expression analysis of MTNR1A as a candidate gene for body measurement and meat quality traits in Qinchuan cattle Gene,570(23):199-204. [see all QTL by this paper]
Yokouchi, K; Mizoguchi, Y; Watanabe, T; Iwamoto, E; Sugimoto, Y; Takasuga, A (2009). Identification of a 3.7-Mb region for a marbling QTL on bovine chromosome 4 by identical-by-descent and association analysis. Animal genetics,40(6): 945-51. [see all QTL by this paper]
Yuan ZR, Xu SZ (2011). Novel SNPs of the bovine CACNA2D1 gene and their association with carcass and meat quality traits Mol Biol Rep,38(1): 365-70. [see all QTL by this paper]