Identification of quantitative trait loci for canine hip dysplasia by two sequential multipoint linkage analyses

被引:5
|
作者
Zhu, Lan [1 ]
Chen, Su [1 ]
Jiang, Zhuoxin [2 ]
Zhang, Zhiwu [3 ]
Ku, Hung-Chih [1 ]
Li, Xuesong [1 ]
McCann, Melinda [1 ]
Harris, Steve [4 ]
Lust, George [5 ]
Jones, Pual [4 ]
Todhunter, Rory [6 ]
机构
[1] Oklahoma State Univ, Dept Stat, Stillwater, OK 74078 USA
[2] SUNY Buffalo, Dept Biostat, Buffalo, NY 14214 USA
[3] Cornell Univ, Inst Genom Divers, Ithaca, NY 14853 USA
[4] WALTHAM Ctr Pet Nutr, Melton Mowbray, Leics, England
[5] Cornell Univ, Coll Vet Med, Baker Inst Anim Hlth, Ithaca, NY 14853 USA
[6] Cornell Univ, Coll Vet Med, Dept Clin Sci, Ithaca, NY 14853 USA
关键词
reversible jump Markov chain Monte Carlo; multipoint linkage analysis; single nucleotide polymorphism; quantitative trait loci; canine hip dysplasia; GERMAN-SHEPHERD DOGS; SEGREGATION ANALYSIS; LABRADOR-RETRIEVERS; GENETIC-ANALYSIS; JOINT LAXITY; PEDIGREE; OSTEOARTHRITIS; HERITABILITY; MODELS; FAMILIARIS;
D O I
10.1080/02664763.2012.673121
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Canine hip dysplasia (CHD) is characterized by hip laxity and subluxation that can lead to hip osteoarthritis. Studies have shown the involvement of multiple genetic regions in the expression of CHD. Although we have associated some variants in the region of fibrillin 2 with CHD in a subset of dogs, no major disease-associated gene has been identified. The focus of this study is to identify quantitative trait loci (QTL) associated with CHD. Two sequential multipoint linkage analyses based on a reversible jump Markov chain Monte Carlo approach were applied on a cross-breed pedigree of 366 dogs. Hip radiographic trait (Norberg Angle, NA) on both hips of each dog was tested for linkage to 21,455 single nucleotide polymorphisms across 39 chromosomes. Putative QTL for the NA was found on 11 chromosomes (1, 2, 3, 4, 7, 14, 19, 21, 32, 36, and 39). Identification of genes in the QTL region(s) can assist in identification of the aberrant genes and biochemical pathways involving hip dysplasia in both dogs and humans.
引用
收藏
页码:1719 / 1731
页数:13
相关论文
共 50 条
  • [21] Multipoint quantitative-trait linkage analysis in general pedigrees
    Almasy, L
    Blangero, J
    AMERICAN JOURNAL OF HUMAN GENETICS, 1998, 62 (05) : 1198 - 1211
  • [22] An outcrossed canine pedigree for linkage analysis of hip dysplasia
    Todhunter, RJ
    Acland, GM
    Olivier, M
    Williams, AJ
    Vernier-Singer, M
    Burton-Wurster, N
    Farese, JP
    Gröhn, YT
    Gilbert, RO
    Dykes, NL
    Lust, G
    JOURNAL OF HEREDITY, 1999, 90 (01) : 83 - 92
  • [23] Pedigree linkage disequilibrium mapping of quantitative trait loci
    Ruzong Fan
    Christie Spinka
    Lei Jin
    Jee Sun Jung
    European Journal of Human Genetics, 2005, 13 : 216 - 231
  • [24] Linkage mapping of quantitative trait loci in humans: an overview
    Ghosh, S
    Reich, T
    Majumder, PP
    ANNALS OF HUMAN GENETICS, 2002, 66 : 431 - 438
  • [25] The use of linkage disequilibrium to map quantitative trait loci
    Goddard, ME
    Meuwissen, THE
    AUSTRALIAN JOURNAL OF EXPERIMENTAL AGRICULTURE, 2005, 45 (7-8) : 837 - 845
  • [26] Linkage analysis of quantitative trait loci in the presence of heterogeneity
    Ekstrom, CT
    Dalgaard, P
    HUMAN HEREDITY, 2003, 55 (01) : 16 - 26
  • [27] Pedigree linkage disequilibrium mapping of quantitative trait loci
    Fan, RZ
    Spinka, C
    Jin, L
    Jung, JS
    EUROPEAN JOURNAL OF HUMAN GENETICS, 2005, 13 (02) : 216 - 231
  • [28] Linkage disequilibrium interval mapping of quantitative trait loci
    Simon Boitard
    Jihad Abdallah
    Hubert de Rochambeau
    Christine Cierco-Ayrolles
    Brigitte Mangin
    BMC Genomics, 7
  • [29] Linkage disequilibrium interval mapping of quantitative trait loci
    Boitard, Simon
    Abdallah, Jihad
    de Rochambeau, Hubert
    Cierco-Ayrolles, Christine
    Mangin, Brigitte
    BMC GENOMICS, 2006, 7 (1)
  • [30] Methods for linkage analysis of quantitative trait loci in humans
    Feingold, E
    THEORETICAL POPULATION BIOLOGY, 2001, 60 (03) : 167 - 180