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71.
Most traits in animal breeding, including feed efficiency traits in pigs, are affected by many genes with small effect and have a moderately high heritability between 0.1 and 0.5, which enables efficient selection. Since the microbiota composition in the gastrointestinal tract is also partly heritable and was shown to have a substantial effect on feed efficiency, the host genes affect the phenotype not only directly by altering metabolic pathways, but also indirectly by changing the microbiota composition. The effect of the microbiota composition on the breeding value of an animal is the conditional expectation of its breeding value, given the vector with microbiota frequencies, that is The breeding value of an animal can therefore be decomposed into a heritable contribution that arises from an altered microbiota composition and a heritable contribution that arises from altered metabolic pathways within the animal, so Instead of selecting for breeding value , an index comprising the two components and with appropriate weights, that is , can be used. The present study shows how this breeding strategy can be applied in pig genomic selection breeding scheme for two feed efficiency traits and daily gain.  相似文献   
72.
基于改进极限学习机的水体溶解氧预测方法   总被引:2,自引:2,他引:0  
为了有效地指导水产养殖生产,提高溶解氧浓度预测的精度,提出了基于因子筛选和改进极限学习机(Extreme Learning Machine,ELM)的水产养殖溶解氧预测模型。首先,利用皮尔森相关系数法计算各影响因子与溶解氧浓度间的相关系数,提取强关联因子,降低预测模型的输入量维度;采用偏最小二乘算法(Partial Least Square, PLS)优化传统ELM神经网络,避免网络中隐含层共线性问题,保障输出权值的稳定性;然后,结合新型激活函数,构建水体溶解氧浓度预测模型。最后,将SPLS-ELM(Selection Based Partial Least Square Optimized Extreme Learning Machine)预测模型应用到江苏省无锡市南泉基地某试验池塘的水体溶解氧预测中。试验结果表明:该模型的预测均方根误差为0.3232,与最小二乘支持向量机(Least Square Support Vector Machine,LSSVM)、BP神经网络、粒子群(Particle Swarm Optimization,PSO)优化LSSVM和遗传算法(Genetic Algorithm, GA)优化BP神经网络相比分别降低40.98%、44.48%、34.73%和44.18%。且该模型的运行时间仅0.6231s,预测精度和运行效率明显优于其他模型。该模型的溶解氧预测曲线接近真实溶解氧变化曲线,能够满足水产养殖实际生产对水体溶解氧预测的要求。  相似文献   
73.
This study sought to investigate the possible inhibition mechanism of red rice polyphenols (RRP) on pancreatic α-amylase (PA) activity. RRP showed strong inhibition against PA activity and the half-inhibitory concentration (IC50) value was 3.61 μg/mL. The fluorescence quenching of PA by RRP was a combination of static quenching and dynamic quenching. RRP could aggregate with PA and the physiochemical properties of the aggregates were closely related to the concentration of RRP. Kinetic analysis suggested that the inhibition mode of RRP on PA was reversible inhibition, which was a mixing of competitive inhibition and noncompetitive inhibition. Molecular docking speculated that RRP could form hydrogen bonds with PA by binding to the catalytic active sites (ASP197, GLU233 and ASP300) and the microenvironments of TRP58 and TRP59 were altered, thus inhibiting PA activity.  相似文献   
74.
【目的】柱头外露是影响杂交水稻制种的一个重要性状。本研究旨在初步鉴定控制柱头外露率的QTL。【方法】以高柱头外露率粳稻两系不育系大S×低柱头外露率热带粳稻品系D50的F_2群体及海南陵水、浙江杭州两地重复种植的F_(2:3)群体为材料,考查F_2群体及陵水、杭州两地两次重复F_(2:3)群体单边柱头外露率(PSES)、双边柱头外露率(PDES)和柱头总外露率(PES)。【结果】相关分析表明,单边柱头外露率、双边柱头外露率和柱头总外露率之间存在极显著的正相关。根据构建的大S×D50 F_2群体遗传连锁图谱,QTL分析检测到水稻柱头外露率QTL 21个,分布于第1、2、3、4、6、7和12染色体上,贡献率变幅为0.1%~57.6%,除个别贡献率极低的位点外,绝大部分QTL加性效应来自于高值亲本大S。其中位于第4染色体和第12染色体的两个位点q PDES4,q PES12在F_2和两次重复F_(2:3)群体中均检测到,贡献率分别达17.86%和16.98%。位于第3染色体的q PES3位点在陵水、杭州两次F_(2:3)群体中重复检测到,贡献率高达25.6%。【结论】检测到的QTL,有些与其他学者报道的处于同一位置,有些则是新的柱头外露率QTL。这些水稻柱头外露率QTL为今后柱头外露率基因精细定位、克隆、以及利用分子标记辅助选择(MAS)选育高柱头外露率粳型不育系提供理论依据。  相似文献   
75.
The analysis of residuals computes general adaptabilities (GAs) and specific adaptabilities (SAs) of genotypes similar to combining ability analysis. The residual analysis is simple and robust being based on the first-degree statistics, and is assumption-free. A unique statistic of ratio of variances (VR) of residuals for individual genotypes allows comparing their stability. The residuals analysis of genotype × environment (GE) interactions was performed for grain yield (t ha?1) of 25 rice (Oryza sativa L.) genotypes, including two developed by marker-assisted selection for root traits quantitative trait loci (QTL), tested across 16 sites. Results were compared with the linear regression analysis for (i) full set of 16 sites showing adequacy of linear model and (ii) subset of nine-poor sites showing inadequacy of linear model. There was agreement between the two analyses for situation (i) but not for situation (ii) when the regression analysis fails because of nonlinearity but the residual analysis retains its validity.  相似文献   
76.
为了解草莓丝核菌根腐病的病原种类及筛选防治丝核菌根腐病的有效杀菌剂,本研究基于形态学特征、细胞核荧光染色、菌丝融合群测定以及rDNA-ITS的序列分析,对北京和河北承德地区的草莓丝核菌根腐病的病原菌进行了鉴定,并利用菌丝生长速率法测定了7种杀菌剂对丝核菌的抑菌作用。结果发现,北京地区的丝核菌为双核丝核菌(binucleate Rhizoctonia,BNR),属于融合群AG-A;河北的丝核菌为立枯丝核菌Rhizoctonia solani,属于融合群AG-4。氟啶胺、吡唑醚菌酯、噻呋酰胺、戊唑醇、咯菌腈、氟硅唑对2种丝核菌均有很强的抑制作用,EC_(50)值为0.063 9~2.485 7μg/mL,抑霉唑的抑制作用较差,EC_(50)值为9.966 8~11.236 8μg/mL。同一种杀菌剂对不同丝核菌的抑制作用存在差异,噻呋酰胺、戊唑醇、氟硅唑、咯菌腈和抑霉唑对立枯丝核菌的抑制作用强于对双核丝核菌。试验结果为生产上合理选用杀菌剂防治草莓丝核菌根腐病提供了科学依据。  相似文献   
77.
Hybridization in the Urochloa humidicola breeding programme allowed to explore the genetic variability of the apomictic sources and, thus, to obtain new sexual and apomictic parents with compatible ploidy and/or superior progenies. However, given the high variability arising from crosses, there is a need to adopt efficient selection strategies among and within progenies. The aim of this study was to compare the selection methods among U. humidicola progenies with (t-BLUP) and without (BLUP) the weighting based on prediction error and subsequent selection within progenies by individual simulated (BLUPIS) or optimal individual BLUP. We evaluated seventy-one U. humidicola full-sib progenies from biparental crosses between nine sexual and ten apomictic parents. The experiment was set up in an incomplete block design with 64 blocks of 15 plots each, consisting of individual plants. Seven consecutive cuts were made and the traits total dry-matter, leaf dry-matter and regrowth scores were measured. Genetic variance was expressive for all traits. The selection procedure among progenies of U. humidicula based on t-BLUP proved to be more advantageous regarding the use of BLUP not weighted by the prediction error, resulting in higher selection gains, taking as reference the optimal procedure of the individual BLUP. Furthermore, the use of BLUPIS allowed an optimized selection of hybrids, allowing the breeder to explore with variable selection intensity the genetic variability within the selected full-sib progenies based on relative genetic merit.  相似文献   
78.
以自交亲和系WS-199和自交不亲和系WS-85为亲本杂交获得的F_2分离群体为供试材料,采用BSA法结合SNP芯片技术,筛选出与自交不亲和性相关的SNP标记,并将SNP差异位点序列信息与白菜基因组序列进行比对分析,并进一步开发SSR标记,共获得了与自交不亲和性相关的SSR分子标记BrA1-2、BrA1-3和BrA1-14,为分子标记辅助自交不亲和性杂交种生产提供技术支持。  相似文献   
79.
【目的】 筛选应急防控番茄潜叶蛾的绿色、高效农药,为防止进一步扩散为害提供指导。【方法】 选择9种内吸性杀虫剂,分2个浓度梯度,总计在田间设置18个药剂处理和1个清水对照,在药后1、3、7和14 d调查虫口,计算虫口减退率及防效,筛选绿色高效的农药及最佳药剂浓度。【结果】 60 mL /667m2的6%阿维·氯苯酰SC、42 mL /667m224%甲氧虫酰肼SC、7.5 mL/667m2的20%氯虫苯甲酰胺SC 3种药剂对番茄潜叶蛾的防治效果和虫口减退率均在90%以上,后两者在后期效果最为明显,具有持效性。3种药剂在药后14 d防效分别为93.6%、93.16%和93.72%,虫口减退率分别为91.20%,90.59%和91.36%。37.5 mL /667m2的0.3%印楝素EW在整个过程防效最低,药后14 d防效为38.04%,其减退率仅为14.79%。【结论】 轮换使用60 mL/667m2的阿维·氯苯酰SC、42 mL /667m2 24%甲氧虫酰肼SC、7.5 mL /667m2的20%氯虫苯甲酰胺SC在生产上。  相似文献   
80.
对从新加坡引进的莫氏兰进行适应性栽培。筛选出Mokara Adisa、M. Red、M. Dinah Shore、M. Chittl Orange Spot、M. Chao Praya Gold、M. Chao Praya Boy、M. Chark Kuan Pink、M. Kitiya共8个适宜在海南省三亚市栽培的莫氏兰优良切花品种,并对莫氏兰优良品种的主要栽培技术进行介绍。  相似文献   
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