Maroteau C, Palhière I, Larroque H, Clément V, Ferrand M, Tosser-Klopp G, Rupp R
Union Nationale des Coopératives agricoles d'Élevage et d'Insémination Animale, Service Génétique, 149 rue de Bercy, F-75595 Paris, France; INRA, UMR1388 Génétique, Physiologie et Systèmes d'Élevage, F-31326 Castanet-Tolosan, France; INRA, UMR444 Génétique Cellulaire, F-31326 Castanet-Tolosan, France.
INRA, UMR1388 Génétique, Physiologie et Systèmes d'Élevage, F-31326 Castanet-Tolosan, France.
J Dairy Sci. 2014 May;97(5):3142-55. doi: 10.3168/jds.2013-7328. Epub 2014 Mar 5.
Genetic parameters for 18 fatty acids or groups of fatty acids (FA), milk production traits, and somatic cell score (SCS) were estimated by restricted maximum likelihood with a repeatability animal model, using 45,259 test-day records from the first lactations of 13,677 Alpine and Saanen goats. Fatty acid data were collected as part of an extensive recording scheme (PhénoFinLait), and sample testing was based on mid-infrared spectra estimates. The total predicted FA content in milk was approximately 3.5% in Alpine and Saanen goats. Goat milk fat showed similar saturated FA to cattle and sheep, but higher contents of capric (C10:0) FA (~ 9.7 g/100g of milk fat). Heritability estimates ranged from 0.18 to 0.49 for FA and estimates were generally higher when FA were expressed in g/100g of milk fat compared with g/100g of milk. In general, the 3 specific short- and medium-chain goat FA, caproic acid (C6:0), caprylic acid (C8:0), and especially capric (C10:0) acid, had among the highest heritability estimates (from 0.21 to 0.37; average of 0.30). Heritability estimates for milk yield, fat and protein contents, and SCS were 0.22, 0.23, 0.39, 0.09, and 0.24, 0.20, 0.40, and 0.15, in Alpine and Saanen goats, respectively. When FA were expressed in g/100g of milk, genetic correlations between fat content and all FA were high and positive. Genetic correlations between the fat content and FA groups expressed in g/100g of fat led to further investigation of the association between fat content and FA profile within milk fat. Accordingly, in both Saanen and Alpine breeds, no significant genetic correlations were found between fat content and C16:0, whereas the correlations between fat content and specific goat FA (C6:0 to C10:0) were positive (0.17 to 0.59). In addition, the genetic correlation between fat content and C14:0 was negative (-0.17 to -0.35). The values of the genetic correlations between protein content and individual FA were similar, although genetic correlations between protein content and FA groups were close to zero. Genetic correlations of milk yield or SCS with the FA profile were weak. Results for genetic parameters for FA, however, should be further validated, because the low predicting ability of certain FA using mid-infrared spectra and the limited calibration data set might have resulted in low accuracy. In conclusion, our results indicated substantial genetic variation in goat milk FA that supported their amenability for genetic selection. In addition, selection on protein and fat contents is not expected to have an undesirable effect on the FA profile in regard to specificity of goat products and human health.
利用重复性动物模型,通过限制最大似然法估计了18种脂肪酸或脂肪酸组(FA)、产奶性状和体细胞评分(SCS)的遗传参数,数据来自13677只阿尔卑斯山羊和萨能山羊头胎泌乳期的45259条测定日记录。脂肪酸数据是作为一项广泛记录计划(PhénoFinLait)的一部分收集的,样本检测基于中红外光谱估计值。阿尔卑斯山羊和萨能山羊奶中总预测脂肪酸含量约为3.5%。山羊奶脂肪的饱和脂肪酸含量与牛和羊相似,但癸酸(C10:0)含量较高(约9.7克/100克乳脂肪)。脂肪酸的遗传力估计值在0.18至0.49之间,当脂肪酸以克/100克乳脂肪表示时,估计值通常高于以克/100克牛奶表示时。一般来说,3种特定的短链和中链山羊脂肪酸,己酸(C6:0)、辛酸(C8:0),尤其是癸酸(C10:0),具有最高的遗传力估计值(从0.21至0.37;平均为0.30)。阿尔卑斯山羊和萨能山羊产奶量、脂肪和蛋白质含量以及SCS的遗传力估计值分别为0.22、0.23、0.39、0.09和0.24、0.20、0.40、0.15。当脂肪酸以克/100克牛奶表示时,脂肪含量与所有脂肪酸之间的遗传相关性高且为正。脂肪含量与以克/100克脂肪表示的脂肪酸组之间的遗传相关性促使人们进一步研究乳脂肪中脂肪含量与脂肪酸组成之间的关联。因此,在萨能山羊和阿尔卑斯山羊品种中,脂肪含量与C16:0之间未发现显著的遗传相关性,而脂肪含量与特定山羊脂肪酸(C6:0至C10:0)之间的相关性为正(0.17至0.59)。此外,脂肪含量与C14:0之间的遗传相关性为负(-0.17至-0.35)。蛋白质含量与单个脂肪酸之间的遗传相关性值相似,尽管蛋白质含量与脂肪酸组之间的遗传相关性接近于零。产奶量或SCS与脂肪酸组成之间的遗传相关性较弱。然而,脂肪酸遗传参数的结果应进一步验证,因为某些脂肪酸利用中红外光谱的预测能力较低以及校准数据集有限可能导致准确性较低。总之,我们的结果表明山羊奶脂肪酸存在显著的遗传变异,这支持了它们适合进行遗传选择。此外,就山羊产品的特异性和人类健康而言,选择蛋白质和脂肪含量预计不会对脂肪酸组成产生不良影响。