动物遗传标记辅助选择研究及其应用

随着分子数量遗传学及其相关学科的发展,有关动物遗传标记辅助选择方面的研究也在不断深入,且已经在动物遗传改良中有了一些成功应用的示例。就如何综合利用表型、系谱和遗传标记信息进行育种值估计的统计学方法研究方面,目前已基本形成了较为完善的统计学方法。同时,在标记辅助选择相对效率及其影响因素,以及标记辅助选择实施方案的研究上也取得了不少喜人的成果。本文综述了动物遗传标记辅助选择研究的一些进展,并对标记辅助选择在动物遗传改良中应用的有关问题进行了讨论。 Abstract:With the development of molecular and quantitative genetics and its related subjects,it made a great progress on the research about animal genetic marker-assisted selection (MAS).There were also some successful examples on the application of MAS to animal genetic improvement.The statistical method which using phenotypic,pedigree and genetic marker information to predict individual breeding values has already been developed.Many achievements were obtained from the researches,which carried on MAS relative efficiency and its affecting factors and selection schemes.The present paper reviewed some progresses of MAS research and discussed some problems about MAS application to animal breeding.     

小麦SSR标记的发展及应用

微卫星是以1～6个碱基为基本单元的串联重复序列,由于具有共显性、多态性高和容易用PCR方法检测等特点,是非常有用的遗传标记。在小麦中,SSR标记已广泛应用于遗传图谱的构建、遗传多样性、品种及基因型鉴定、目的基因,以及QTL的标记和标记辅助选择育种。 Abstract:Microsatellites are simple,tandemly repeated one to six nucleotide sequence motifs.They are very useful as genetic markers because they are co-dominant,detect high levels of allelic diversity,and are easily assayed by the polymerase chain reaction ( PCR ).In wheat,SSR markers have been applied to genetic mapping,detection of genetic diversity,identification of varieties and genotypes,gene tagging,QTL analysis,and marker-assisted selection.     

黄体(yellow~0)是果蝇小体重的一个标记

标记辅助选择(marker-assisted selection,MAS)是现代育种的一种重要手段,但是在研究中经常发现与数量性状基因座位(quantitative trait loci,QTL)连锁的标记效应不稳定,这使得MAS在动物育种中成功应用的报道很少,人们甚至怀疑MAS在实际应用中的效果.本研究首次利用模式生物果蝇来研究是否能够找到应用到MAS中的有效标记.采用F2设计将带有黄体(y0)标记(X染色体上yellow基因的一个隐性突变)的品系分别与3个不带此标记的品系进行正反杂交,结果发现F2代中,y0标记与小体重显著相关(P<0.001),而且这种相关不随遗传背景的改变而消失.标记效应在雌雄中分别达到了0.95σP(表型标准差)和0.68σP.以y0为标记,通过20代标记辅助导入(marker-assisted introgression,MAI),将y0所处的DNA区段导入到野生型品系中,结果使野生型雌雄体重分别降低了13%和7%(P<0.0001),从而成功建立了小体重果蝇品系,实验证明确实存在一个与y0紧密连锁的小体重QTL.利用y0标记和白眼(white)标记进行深度MAI,进一步将一个小于...     

The Genetic Architecture of Flowering Time and Photoperiod Sensitivity in Maize as Revealed by QTL Review and Meta Analysis

The control of flowering is not only important for reproduction,but also plays a key role in the processes of domestication and adaptation.To reveal the genetic architecture for flowering time and photoperiod sensitivity,a comprehensive evaluation of the relevant literature was performed and followed by meta analysis.A total of 25 synthetic consensus quantitative trait loci(QTL)and four hot-spot genomic regions were identified for photoperiod sensitivity including 11 genes related to photoperiod response or flower morphogenesis and development.Besides,a comparative analysis of the QTL for flowering time and photoperiod sensitivity highlighted the regions containing shared and unique QTL for the two traits.Candidate genes associated with maize flowering were identified through integrated analysis of the homologous genes for flowering time in plants and the consensus QTL regions for photoperiod sensitivity in maize(Zea mays L.).Our results suggest that the combination of literature review,meta-analysis and homologous blast is an efficient approach to identify new candidate genes and create a global view of the genetic architecture for maize photoperiodic flowering.Sequences of candidate genes can be used to develop molecular markers for various models of marker-assisted selection,such as marker-assisted recurrent selection and genomic selection that can contribute significantly to crop environmental adaptation.     

选择作用下家鸡淀粉酶的遗传多态性研究 ――基因频率分化、相关效应估计和标记辅助选择试验

对“三黄”鸡4个品系的血液淀粉酶(Amy-1)基因频率进行了估计, 结果表明: Amy-1基因频率具有明显的品系特异性, 父系Amy-1A高; 母系Amy-1B频率高。人工选择可能是导致两个具有相同遗传来源的品系（Ⅱ系和Ⅲ系）Amy-1基因频率发生分化的原因。利用线性模型估计了Amy-1基因的加性效应,结果表明：Amy-1B有利于产蛋性能, 而Amy-1A有利于体重和蛋重的提高。标记辅助选择试验结果表明, 选择Amy-1遗传型来改变家禽品系类型是可能的, 但效果有限, 因此, 对Amy-1的选择应结合于综合的选择方案之中。 Abstract　Gene frequencies at Amy-1 locus were estimated in 4 grand-parent lines of yellow broilers. The results indicated that the male lines exhibited higher frequency of Amy-1A while the female lines were featured by higher frequency of Amy-1B. Differentiation in gene frequencies at Amy-1 locus in line Ⅱ and Ⅲ, which were of identical origin, might be attributable to varied history of selection. Estimation of genotypic and gene effects suggested that Amy-1B was associated with higher laying performance, while Amy-1A was favorable for increased body and egg weights. It was also revealed that changing types of poultry lines by means of altering genotypes at locus Amy-1 was feasible, but its effect was limited. Accordingly, it is preferable to incoporate biochemical marker-assisted selection into complex programs of selection.     

林木遗传连锁图谱构建研究进展与发展方向

本文就目前国内外林木连锁遗传图谱领域的研究进展进行了综述,指出了该领域研究中存在的主要问题,即一方面是作图个体的数量有限,另一方面是采用的标记以随机标记为主,导致了建成的图谱以及利用图谱获得的数量性状基因位点（QTLs）信息具有杂交组合特异性,造成了QTLs的可信度和在林木遗传改良以及标记辅助选择中的实用性降低等现象。针对存在的问题,讨论了根据林木生物学特点选择合适遗传标记的意义,指出进行林木比较作图研究的重要性和必要性。文中接着较为详尽地介绍了国外重要林木表达序列标签（EST）测序项目的研究进展,论述了功能已知和种间高度保守的表达序列标签多态性（ESTP）标记的由来,阐述了获得ESTP标记的主要方法,并指出应当利用ESTP标记进行林木遗传图谱构建、QTL定位和比较作图的研究。文中最后讨论了未来林木遗传图谱构建和QTL定位研究的发展方向,并探讨了我国在该领域取得重大进展的突破口,指出我国应首先进行杨树尤其是中国乡土杨树树种该方面的研究。 Abstract:The research progress in genetic linkage map construction of forest tree species both at home and abroad were reviewed in the paper.Two main problems involved in the field were discussed.One was the limitation of the number of individuals of mapping populations and the other was the random markers mostly employed by the majority of studies.These problems have resulted in crossing combination specificity in the constructed maps and the QTLs located on the basis of the maps.As a result,the QTLs discovered up to now have low credibility and poor practicability in marker-assisted selection.Therefore considering the biological characteristics of forest tree species,the selection of the most suitable genetic markers is crucial to obtain a high quality genetic linkage map,and it is both important and necessary to carry out comparative genetic mapping.Progress in the ongoing expressed sequence tag (EST) sequencing projects were summarized and EST polymorphism (ESTP),the most informative and highly conservative marker with known function,as well as the main ESTP detection techniques were elaborated.It was pointed out that ESTP markers should be integrated into the present studies of genetic linkage map construction,QTL mapping and genome comparative mapping.Finally the future prospects in the fields of genetic linkage map and QTL mapping were discussed.In China,Such studies around Populus,especially in the local Populus species should make a breakthrough in the related fields.     

大麦基因组中的微卫星标记及其应用

微卫星是以少数几个核苷酸为单位多次串联重复的DNA序列,是一种简单序列重复(simple sequence repeats,SSR),两侧一般是保守序列。由于它具有多态性高、共显性、容易用PCR检测和结果稳定可靠等特点,因此是一种十分理想的分子标记。大麦的微卫星DNA随机分布于基因组中,平均每一个微卫星基因座有3～18个等位基因,最高可达37个。SSR标记已广泛用于分子遗传图谱的构建、遗传多样性研究、种质鉴定、主要性状基因的定位及分子标记辅助选择育种等。大多数SSR标记集中在着丝粒附近区域,1HL、5HL和6HS明显缺乏SSR标记。大麦的SSR标记还有待进一步的开发。 Microsatellite Markers and Applications in the Barley Genome FENG Zong-yun1,2,3,ZHANG Yi-zheng1,LING Hong-qing3 1.College of Life Sciences,Sichuan University,Chengdu 610065,China; 2.College of Agronomy,Sichuan Agricultural University,Ya'an 625014,China; 3.The State Key Laboratory of Plant Cell & Chromosome Engineering,Institute of Genetics & Developmental Biology,Chinese Academy of Sciences,Beijing 100101,China Abstract:Microsatellites,also called simple sequence repeats (SSR),are simple,tandemly repeated DNA sequences with a repeat length of a few base pairs,and are very ideally used as molecular markers because of their abundance,high level of polymorphism,co-dominance and ease of assay with the polymerase chain reaction (PCR) by selecting primers as the conserved DNA sequences flanking the SSRs,as well as better stability.The experiments showed that SSRs are randomly distributed throughout the barley genome,and there are 3~18 alleles at a single SSR locus,up to 37 alleles/locus.SSR markers have being widely applied in the construction of molecular genetic map,the study of genetic diversity,the identification of germplasm,gene mapping for important traits and molecular marker-assisted selection.Meanwhile,most of markers are strongly clustered around the centromeric regions of all seven linkage groups.As a result of the clustering,genome coverage with SSRs remains incomplete with an obvious lack of markers on the long arms of chromosomes 1H and 5H and short arm of chromosome 6H.Therefore,it is very potential and necessary to further develop SSR markers in barley. Key words：barley;microsatellite marker;simple sequence repeats;genetic diversity;molecular mapping     

A new distributed feature selection technique for classifying gene expression data

Classification of gene expression data is a pivotal research area that plays a substantial role in diagnosis and prediction of diseases. Generally, feature selection is one of the extensively used techniques in data mining approaches, especially in classification. Gene expression data are usually composed of dozens of samples characterized by thousands of genes. This increases the dimensionality coupled with the existence of irrelevant and redundant features. Accordingly, the selection of informative genes (features) becomes difficult, which badly affects the gene classification accuracy. In this paper, we consider the feature selection for classifying gene expression microarray datasets. The goal is to detect the most possibly cancer-related genes in a distributed manner, which helps in effectively classifying the samples. Initially, the available huge amount of considered features are subdivided and distributed among several processors. Then, a new filter selection method based on a fuzzy inference system is applied to each subset of the dataset. Finally, all the resulted features are ranked, then a wrapper-based selection method is applied. Experimental results showed that our proposed feature selection technique performs better than other techniques since it produces lower time latency and improves classification performance.     

水产动物遗传连锁图谱的研究现状及应用展望

综述了近年来遗传连锁图谱在水产生物中的研究现状,包括作图群体、作图方法等,并对连锁图谱的应用前景作了展望,指出其在分子标记辅助育种、基因定位与克隆及比较基因组学等方面的应用潜力。 Abstract:Constructing genetic linkage map is an essential tool to acknowledge genome in aquaculture species.This paper has reviewed the current status of genetic linkage map research,including mapping population,mapping method and molecular markers used to construct linkage map.Linkage map has great potential in marker assisted selection (MAS),gene locating and cloning,and comparative genome mapping.Genetic linkage map with high density and wide coverage of genome will allow cloning the genes which contribute to economically important traits.The ultimate aim of the constructing linkage map is the development of fast-growing,disease-resistant strains of the major aquaculture species.     

Quantitative Trait Loci Mapping of Leaf Morphological Traits and Chlorophyll Content in Cultivated Tetraploid Cotton

Genetic mapping provides a powerful tool for quantitative trait loci （QTL） analysis at the molecular level. A simple sequence repeat （SSR） genetic map containing 590 markers and a BCI population from two cultivated tetraploid cotton （Gossypium hirsutum L.） cultivars, namely TM-1 and Hai 7124 （G. barbadense L.）, were used to map and analyze QTL using the composite interval mapping （CIM） method. Thirty one QTLs, 10 for lobe length, 13 for lobe width, six for lobe angle, and two for leaf chlorophyll content, were detected on 15 chromosomes or linkage groups at logarithm of odds （LOD）≥2.0, of which 15 were found for leaf morphology at LOD≥3.0. The genetic effects of the QTL were estimated. These results are fundamental for marker-assisted selection （MAS） of these traits in tetraploid cotton breeding.