Centre for Integrative Genetics, Norwegian University of Life Sciences, Box 5003, N-1432 Aas, Norway.
Anim Genet. 2010 Jun;41(3):273-80. doi: 10.1111/j.1365-2052.2009.01998.x. Epub 2009 Nov 26.
Dystocia and stillbirth are significant causes of female and neonatal death in many species and there is evidence for a genetic component to both traits. Identifying causal mutations affecting these traits through genome wide association studies could reveal the genetic pathways involved and will be a step towards targeted interventions. Norwegian Red cattle are an ideal model breed for such studies as very large numbers of records are available. We conducted a genome wide association study for direct and maternal effects of dystocia and stillbirth using almost 1 million records of these traits. Genotyping costs were minimized by genotyping the sires of the recorded cows, and using daughter averages as phenotypes. A dense marker map containing 17,343 single nucleotide polymorphisms covering all autosomal chromosomes was utilized. The genotyped sires were assigned to one of two groups in an attempt to ensure independence between the groups. Associations were only considered validated if they occurred in both groups. Strong associations were found and validated on chromosomes 4, 5, 6, 9, 12, 20, 22 and 28. The QTL region on chromosome 6 was refined using LDLA analysis. The results showed that this chromosome most probably contains two QTL for direct effect on dystocia and one for direct effect on stillbirth. Several candidate genes may be identified close to these QTL. Of these, a cluster of genes expected to affect bone and cartilage formation (i.e. SPP1, IBSP and MEPE) are of particular interest and we suggest that these genes are screened in candidate gene studies for dystocia and stillbirth in cattle as well as other species.
难产和死产是许多物种中导致女性和新生儿死亡的重要原因,并且这两个特征都有遗传因素。通过全基因组关联研究识别影响这些特征的因果突变,可以揭示涉及的遗传途径,并将朝着有针对性的干预措施迈出一步。挪威红牛是此类研究的理想模型品种,因为有大量的记录可用。我们使用这些性状的近 100 万条记录,进行了难产和死产的直接效应和母体效应的全基因组关联研究。通过对记录牛的父本进行基因分型,并使用女儿平均值作为表型,最大限度地降低了基因分型成本。利用包含覆盖所有常染色体的 17343 个单核苷酸多态性的密集标记图谱,对父本进行基因分型。为了确保两组之间的独立性,将基因分型的父本分配到两个组之一中。只有在两组中都发生的关联才被认为是有效的。在染色体 4、5、6、9、12、20、22 和 28 上发现并验证了强烈的关联。使用 LDLA 分析对 6 号染色体上的 QTL 区域进行了细化。结果表明,该染色体很可能包含两个直接影响难产的 QTL 和一个直接影响死产的 QTL。可能在这些 QTL 附近鉴定出几个候选基因。其中,一组预期影响骨骼和软骨形成的基因(即 SPP1、IBSP 和 MEPE)特别有趣,我们建议在候选基因研究中筛选这些基因,以研究牛和其他物种的难产和死产。