Application of a canonical transformation to detection of quantitative trait loci with the aid of genetic markers in a multi-trait experiment

Theoretical and Applied Genetics

Volumn 92, Issue 8, 1996, Pages 998-1002

  Weller, J I ^a   Wiggans, G R ^b   VanRaden, P M ^b   Ron, M ^a  

^a VOLCANI CENTER   (Israel)

^b AGRICULTURAL RESEARCH SERVICE   (United States)

Author keywords

Canonical transformation; Multi trait analysis; Quantitative trait loci

Indexed keywords

EID: 0029832891     PISSN: 00405752     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF00224040     Document Type: Article

References (27)

1. Darvasi A, Soller M (1992) Selective genotyping for determination of linkage between a marker locus and a quantitative trait locus. Theor Appl Genet 85 : 353-359
2. Ducrocq V, Besbes B (1993) Solution of multiple trait animal models with missing data on some traits. J Anim Breed Genet 110 : 81-92
3. Georges M, Nielson D, Mackinnon MJ, Mishra A, Okimoto R, Pasquino AT, Sargent LS, Sorensen A, Steele MR, Zhao X, Womack JE, Hoeschele I (1995) Mapping quantitative trait loci controlling milk production in dairy cattle by exploiting progeny testing. Genetics 139 : 907-920
4. Hoeschele I, VanRaden PM (1993) Bayesian analysis of linkage between genetic markers and quantitative trait loci. II. Combining prior knowledge with experimental evidence. Theor Appl Genet 85 : 946-952
5. Israel C (1993) Animal model: a memory efficient computational strategy applied to the genetic evaluation of the Israeli dairy cattle population. M.Sc. thesis. The Hebrew University, Jerusalem
6. Jacob HJ, Lindpainter K, Lincoln SE, Kusumi K, Bunker RK, Mao Y-P, Ganten D, Dzau VJ, Lander ES (1991) Genetic mapping of a gene causing hypertension in the stroke-prone spontaneously hypertensive rat Cell 67 : 213-224
7. James JW (1991) Estimation of relations between genetic markers and quantitative traits. Erasmus Course, Wageningen Agricultural University. Wageningen. The Netherlands
8. Jansen RC (1994) Controlling the Type I and Type II errors in mapping quantitative trait loci. Genetics 138 : 871-881
9. Korol AB, Ronin YI, Kirzhner VM (1995) Interval mapping of quantitative trait loci employing correlated trait complexes. Genetics 140 . 1137-1147
10. Lander ES, Botstein D (1989) Mapping Mendelian factors underlying quantitative traits using RFLP linkage maps. Genetics 121 : 185-199
11. Lebowitz RJ, Soller M, Beckmann JS (1987) Trait-based analyses for the detection of linkage between marker loci and quantitative trait loci in crosses between inbred lines. Theor Appl Genet 73 : 556-562
12. Lin CY, Smith SP (1990) Transformation of multitrait to unitrait mixed model analysis of data with multiple random effects. J Dairy Sci 73 : 2494-2502
13. Mardia KV, Kent JT, Bibby JM (1979) Multivariate analysis. Academic Press, London
14. Misztal I, Lawlor TJ, Short TH, Wiggans GR (1991) Continuous genetic evaluation of Holsteins for type. J Dairy Sci 74 : 2001-2009
15. Pasternak H, Weller JI (1993) Optimum linear indices for nonlinear profit functions. Anim Prod 55 : 43-50
16. Paterson AH. Lander ES, Hewitt J, Peterson S, Tanksely SD (1988) Resolution of quantitative traits into Mendelian factors by using a complete RFLP linkage map. Nature 335 : 721-726
17. Ron M, Band M, Wyler A, Weller JI (1993) Unequivocal determination of sire allele origin for multiallelic microsatellites when only the sire and progeny are genotyped. Anim Genet 24 : 171-176
18. Ron M, Band M, Yanai A, Weller JI (1994) Mapping quantitative trait loci with DNA microsatellites in a commercial dairy cattle population. Anim Genet 25 : 259-264
19. Soller M (1990) Genetic mapping of the bovine genome using DNA-level markers with particular attention to loci affecting quantitative traits of economic importance. J Dairy Sci 73 2628-2646
20. Soller M (1991) Mapping quantitative trait loci affecting traits of economic importance in animal populations using molecular markers. In: Schook LB, Lewin HA, McLaren DG (eds) Gene mapping: strategies, techniques and applications. Marcel Dekker, New York, pp 21-49
21. Soller M (1994) Marker-assisted selection - an overview. Anim Biotechnol 5 : 193-207
22. Steffen P, Eggen A, Dietz AB, Womack JE, Stranzinger G, Fried R (1993) Isolation and mapping of polymorphic microsatellites in cattle. Anim Genet 24 : 121-124
23. VanRaden PM, Weller JI (1994) A simple method to locate and estimate effects of individual genes with a saturated genetic marker map. J Dairy Sci 72 [Suppl 1]: 249
24. Weller JI (1992) Statistical methodologies for mapping and analysis of quantitative trait loci. In: Beckmann JS, Osborn TC (eds) Plant genomes: methods for genetic and physical mapping. Kluwer Academic. Dordrecht, pp 181-207
25. Weller JI, Kashi Y, Soller M (1990) Power of "daughter" and "granddaughter"designs for genetic mapping of quantitative traits in dairy cattle using genetic markers. J Dairy Sci 73 : 2525-2537
26. Weller JI, Soller M, Brody T (1988) Linkage analysis of quantitative traits in an interspecific cross of tomato (L. esculentum x L. pimpinellifolium) by means of genetic markers. Genetics 118 : 329-339
27. Wiggans GR, Misztal I, Van Vleck LD (1988) Implementation of an animal model for genetic evaluation of dairy cattle in the United States. J Dairy Sci 71 [Suppl 2]: 54-69