回交育种中供体基本组成分的分布及其应用

推导了回交群体中供体基因组成分的条件概率分布,并用平均数预测各个体的供体染色体片段的大小。预测的精度则用有关方差的公式,以供体的实际片断大小（y）与根据标记基因型预测的供体片断大小（y^p)的相关表示,并表达为标记密度的函数。结果表明：虽然在标记密度中等（例如40cM／标记）时即能获得y和y^p的高度相关,但对一个在群体,仍必须通过高密度的标记图（例如10－20cM／标记）才可能鉴别出其中的最佳个体。因此,为了在标记辅助回交育种中充分利用标记信息,应当分步骤鉴定标记基因型和选择具体。这就是：先根据少数标记对所有个体作初步选择,再根据较多标记对少数个体作精细选择。这样,在基因渐渗实验中,就可以既提高对大群体的选择强度又只要鉴定有限数目的标记基因型。这是一种非常有效的方法。     

标记辅助导入中不同前景和背景选择方法的比较

标记辅助导入是分子遗传信息应用于动物育种的一个重要方面,其目的是在标记信息的辅助下将一个品种（供体）中的一个或多个优良基因导入另一个品种（受体）,同时还要尽可能地保持受体群体原有的遗传背景。标记辅助导入的过程包括3个阶段,第一阶段是杂交,即供体与受体杂交产生F1代个体,第二阶段是回交,即F1个体以及后续各个世代的后代个体重复地与受体回交,以使受体的遗传背景得到恢复,第三阶段是横交,即重复回交后得到的个体彼此问交配,以便获得供体基因的纯合个体,使该基因在群体中固定。在回交和横交阶段,都要对参与交配的个体进行选择。在选择中,要分别进行前景选择和背景选择,前景选择是对供体基因的选择,选择携带有供体基因个体参加配种,从而使该基因在回交过程中不会丢失,并在横交过程中能尽快固定,背景选择是对受体遗传背景的选择,选择那些含有受体基因组比例较高的个体参加配种,从而加快恢复受体遗传背景的速度。本研究通过计算机模拟对不同的前景选择方法和不同的背景选择方法进行了比较。前景选择方法包括对受体基因的直接选择（假设该基冈可以直接测定）、利用单个连锁标记的间接选择和利用两侧标记的间接选择3种,背景选择方法包括随机选择、基因组相似性选择、指数选择和标记辅助BLUP（MBLUP）选择4种。研究结果表明,对于前景选择来说,对供体基因的直接选择能保证该基因在回交的各个世代中保持一个稳定的频率（0．25）并在横交阶段迅速固定（2个世代）,用两侧标记的间接选择也能得到类似的结果,但如果仅利用单个连锁标记进行选择,则会导致供体基因的频率在回交阶段中有所下降,并在横交阶段不能被固定。对于背景选择来说,如果最终的目的是要完全恢复受体的遗传背景,基因组相似性选择或标记指数选择是最好的选择方法,它们可使受体的遗传背景在回交3个世代后就恢复到98％以上,而随机选择或MBLUP选择需要至少5个世代的回交才能达到这个水平。但如果最终的目的只是要恢复受体的某些优良性状,则MBLUP选择是值得推荐的方法,它可使影响这些性状的受体基因频率在回交3个世代后就达到99％以上,而且还能在整个基因导入过程中给这些性状带来最大的遗传进展。虽然用标记指数选择也有相似的结果,但与之相比,MBLUP的成本要低得多,更具有实际可行性。     

回交育种中供体基因组成分的分布及其应用

推导了回交群体中供体基因组成分的条件概率分布,并用平均数预测各个体的供体染色体片段的大小.预测的精确度则用有关方差的公式,以供体的实际片断大小(y)与根据标记基因型预测的供体片断大小(yp)的相关表示,并表达为标记密度的函数.结果表明虽然在标记密度中等(例如40cM/标记)时即能获得y和yp的高度相关,但对一个大群体,仍必须通过高密度的标记图(例如10～20cM/标记)才可能鉴别出其中的最佳个体.因此,为了在标记辅助回交育种中充分利用标记信息,应当分步骤鉴定标记基因型和选择个体.这就是先根据少数标记对所有个体作初步选择,再根据较多标记对少数个体作精细选择.这样,在基因渐渗实验中,就可以既提高对大群体的选择强度又只要鉴定有限数目的标记基因型.这是一种非常有效的方法.     

利用回交法与Wx基因分子标记辅助选择培育糯性小麦

以中国春糯性位点全套近等基因系为研究材料,对小麦Wx基因的6个STS标记和1个CAPS标记进行了筛选。改良PCR扩增条件以及产物检测方式后,从这些标记中筛选出3个标记,包括鉴定Wx-A1、Wx-D1位点的2个共显性STS标记和Wx-B1位点的1个显性STS标记,用于本研究中糯性小麦的分子标记辅助育种。在育种过程中,首先配制全糯材料“98Y1441”与推广品种“川育12”的杂交组合,采用籽粒碘染法从其F2种子中选择全糯基因型个体与回交亲本川育12杂交,如此反复自交、回交,历经数代异地加代繁殖得到BC5F2代回交改良群体。利用上述3个分子标记从该群体中筛选出了8种Wx基因型,经卡方检验,其分离比符合3对基因的分离比例,其中基因型为aabbdd的植株有2株,直链淀粉含量分别为1.81%和0.82%,为全糯小麦;基因型为AAbbdd, aabbDD的部分糯性植株各有1株,直链淀粉含量分别为15.24%和17.57%。研究中获得的BC5 F2代群体的农艺性状接近回交亲本,并明显优于全糯材料“98Y1441”,表明采用回交法与Wx基因分子标记辅助选择相结合,有助于培育高产、优质的全糯和部分糯小麦。     

利用分子标记辅助选择改良珍汕97的稻瘟病抗性

利用回交育种中产生的回交群体,结合前人的研究结果构建了Pil基因区域的局部分子标记连锁图,通过BC1F2家系的接种结果判断其基因型.将Pi1定位在RFLP标记RZ536与SSR标记RM144之间,图距分别为9.7cM、6.8 cM,从而建立了一套完整的以PCR为基础的分子标记辅助选择体系.通过分子标记和抗性验证两种选择方式相结合,经过三代回交将Pi1区段快速导入受体亲本珍汕97B中.在BC3F1中利用15条ISSR引物扩增的167条随机分布在基因组中的多态性带筛选背景,得到4个背景较好的单株.经过纯合筛选及抗性验证后共得到17个带有抗性基因Pi1的改良珍汕97株系.试验表明微卫星标记在正向选择、负向选择及背景选择中都起到极大的作用.     

利用分子标记辅助选择改良珍汕97的稻瘟病抗性

利用回交育种中产生的回交群体，结合前人的研究结果构建了Pi1基因区域的局部分子标记连锁图，通过BC1F2家系的接种结果判断其基因型。将Pi1定位在RFLP标记RZ536与SSR标记RM144之间，图距分别为9．7cM、6．8cM，从而建立了一套完整的以PCR为基础的分子标记辅助选择体系。通过分子标记和抗性验证两种选择方式相结合，经过三代回交将Pi1区段快速导入受体亲本珍汕97B中。在BC3F1中利用15条ISSR引物扩增的167条随机分布在基因组中的多态性带筛选背景，得到4个背景较好的单株。经过纯合筛选及抗性验证后共得到17个带有抗性基因Pi1的改良珍汕97株系。试验表明微卫星标记在正向选择、负向选择及背景选择中都起到极大的作用。     

分子标记辅助聚合两个棉纤维高强主效QTLs的选择效果

利用长江流域推广品种泗棉3号和优异纤维种质系7235为育种亲本,配置了系统育种和修饰回交聚合育种两套群体。基于来自7235的2个高强纤维主效QTL的分子标记,在上述育种群体中进行了分子标记辅助选择效率研究。高强纤维主效QTLfs1是利用(7235×TM1)F2分离群体,通过集团混合分离法检测到的,它可解释纤维强度表型变异的30%以上。高强纤维主效QTLfs2最初是利用(HS42710×TM1)F2分离群体检测到的,它可解释纤维强度表型变异的12.5%以上。进一步的研究表明,该QTL也位于7235优质系中,但与QTLfs1非等位。2套育种分离群体的2个高强纤维主效QTL的分子标记辅助选择效果表明:QTLfs1在不同环境条件下均稳定表达,它对不同遗传背景的育种群体均有显著的选择效果。尽管QTLfs2的选择效果低于QTLfs1,它在高世代育种群体中也表现较高的选择效率。利用分子标记辅助选择具有一定遗传距离的QTLfs1区间,其纤维强度的选择效率将大大增强。通过分子标记对位于不同连锁群上的2个QTL聚合选择,其中选单株的纤维强度显著提高。研究结果为利用分子标记辅助聚合优质QTL提供了成功实例。     

标记辅助导入的原理与应用

标记辅助导入是分子遗传信息应用于动物育种的一个重要方面, 其目的是在标记信息的辅助下将一个品种(供体)中的一个或多个优良基因导入另一个品种(受体), 同时还要尽可能地保持受体群体原有的遗传背景。在标记辅助导入过程中, 标记信息既可用于辅助前景选择, 即对目标基因携带者的选择, 以保证目标基因的正确导入, 也可用于辅助背景选择, 即对受体基因组的选择, 以加快受体遗传背景的恢复。本文介绍了标记辅助导入的原理和基本方法, 综述了目前已提出的不同前景选择和背景选择方法以及消除遗传累赘(与目标基因连锁的不利基因)的方法, 同时列举了标记辅助导入在动物上的一些成功应用。     

植物全基因组选择技术的研究进展及其在玉米育种上的应用

全基因组选择技术通过全基因组中大量的单核苷酸多态性标记（SNP）和参照群体的表型数据建立 BLUP 模型估计出每一标记的育种值,称为估计育种值（GEBV）,然后仅利用同样的分子标记估计出后代个体育种值并进行选择。该文就近年来国内外有关影响基因组选择效率的主要因素——参考群体的类型与大小、模型的建立方法、标记的类型及其数目、性状遗传力,以及对基因组选择效率的影响等方面的研究进展进行综述,并介绍了全基因组选择技术在玉米育种上应用概况以及对未来的展望。     

植物抗病育种中的标记辅助选择与甘蔗

抗病基因的分子标记具有稳定、准确、高效的特点,通过对基因型而不是表型的直接选择,抗病基因分子标记应用于辅助选择可大大加快常规育种进程,提高育种效率。本文评述了植物抗病育种中标记辅助选择的发展概况,介绍了各种DNA分子标记技术及植物抗病基因连锁标记的筛选方法,重点介绍了甘蔗抗病基因分子标记研究的现状,展望了分子标记辅助选择在甘蔗抗病育种中的前景。     

Application of a simplified marker-assisted backcross technique for hybrid breeding in rice

Hybrid rice has contributed greatly to the self-sufficiency of the food supply in China. However, bacterial blight is a major disease that limits hybrid rice production in China. The study was conducted to develop an efficient breeding technique to improve the bacterial blight resistance in hybrid rice. A marker-assisted backcross breeding technique was adopted to improve HN189, an elite restorer line containing the Pi1 gene. This breeding technique was simplified to foreground selection with only one generation of backcrossing and background selection based on phenotypic selection. A novel bacterial blight resistance gene, Xa23, was introgressed into HN189. Two improved restorer lines, HBH145 (with one generation of backcrossing) and HBH146 (with two generations of backcrossing), were obtained that had a significant bacterial blight resistance advantage over HN189. The corresponding hybrid combination Tianyou H145 (Tianfeng A / HBH145) was certified one year earlier than Qianyou H146 (Qianjiang 1A / HBH146). The use of the marker-assisted backcross breeding technique with one generation of backcrossing and without background selection in rice breeding programs shortened the breeding period of the rice.     

Marker-assisted selection in segregating generations of self-fertilizing crops

Computer simulations were used to study the efficiency of MAS for breeding self-fertilizing crops, based on a general model including additive, dominance and epistasis. It was shown that MAS not only gave larger genetic responses but also dramatically increased the frequencies of superior genotypes as compared with phenotypic selection. However, the advantages of MAS over phenotypic selection were considerably reduced when conducting selection in later generations. A modified method combining MAS in early generations with phenotypic selection in later generations was thus proposed from an efficiency standpoint. We also proposed a potential index to measure the probability of an individual showing superior genotypes under selfing. It was apparent that more superior genotypes could be derived from selection by using the potential index than by using other methods. The implications of these findings for plant breeding are discussed.Communicated by H.C. Becker     

Genotype Selection to Rapidly Breed Congenic Strains

Congenic strains can now be constructed guided by the transmission of DNA markers. This allows not only selection for transmission of a desired, donor-derived differential region but also selection against the transmission of unwanted donor origin genomic material. The additional selection capacity should allow congenic strains to be produced in fewer generations than is possible with random backcrosses. Here, we consider modifications of a standard backcross breeding scheme to produce congenic mice by the inclusion of genotype-based selective breeding strategies. Simulation is used to evaluate the consequences of each strategy on the number of chromosomes that contain unwanted, donor-derived genetic material and the average length of this unwanted donor DNA for each backcross generation. Our prototypic strategy was to choose a single mouse to sire each generation using criteria designed to select against the transmission of chromosomes, other than the one containing the replacement genomic region, that contain any donor origin sequence at all. This chromosome elimination strategy resulted in an average of 16.4 chromosomes free of donor DNA in mice of the third backcross (N(3)) generation. A strategy based solely on positive selection for the replacement region required six backcross generations to achieve the same results.     

Marker-Assisted Introgression in Backcross Breeding Programs

The efficiency of marker-assisted introgression in backcross populations derived from inbred lines was investigated by simulation. Background genotypes were simulated assuming that a genetic model of many genes of small effects in coupling phase explains the observed breed difference and variance in backcross populations. Markers were efficient in introgression backcross programs for simultaneously introgressing an allele and selecting for the desired genomic background. Using a marker spacing of 10-20 cM gave an advantage of one to two backcross generations selection relative to random or phenotypic selection. When the position of the gene to be introgressed is uncertain, for example because its position was estimated from a trait gene mapping experiment, a chromosome segment should be introgressed that is likely to include the allele of interest. Even for relatively precisely mapped quantitative trait loci, flanking markers or marker haplotypes should cover ~10-20 cM around the estimated position of the gene, to ensure that the allele frequency does not decline in later backcross generations.     

性状遗传力与QTL方差对标记辅助选择效果的影响

在采用动物模型标记辅助最佳线性无偏预测方法对个体育种值进行估计的基础上,模拟了在一个闭锁群体内连续对单个性状选择10个世代的情形,并系统地比较了性状遗传力和QTL方差对标记辅助选择所获得的遗传进展、QTL增效基因频率和群体近交系数变化的影响。结果表明：在对高遗传力和QTL方差较小的性状实施标记辅助选择时,可望获得更大的遗传进展;遗传力越高,QTL方差越大,则QTL增效基因频率的上升速度越快;遗传力较高时,群体近交系数上升的速度较为缓慢,而QTL方差对群体近交系数上升速度的影响则不甚明显。结合前人关于标记辅助选择相对效率的研究结果,可以认为：当选择性状的遗传力和QTL方差为中等水平时,标记辅助选择可望获得理想的效果。     

Cost analysis of the application of marker-assisted selection in potato breeding

The primary aim of plant breeders is to develop new cultivars in order to improve productivity and to combat threats from pests and diseases. Recent advances in genomics have been recognised as providing important tools for plant breeders in the form of molecular genetic markers that can be used to tag genes of interest. However, the cost-effective use of marker technology is dependent on the nature and timing of the use of such markers. A conventional potato breeding programme typically creates a large breeding population and then employs phenotypic recurrent selection over a number of generations to identify superior genotypes. Marker-assisted selection (MAS) provides the advantage of being applicable at the seedling or an early generation stage. We have analysed the cost of MAS and compared it to conventional screening, then modelled the respective costs against the breeding population size of the generation in which they would be applied to determine whether MAS in the early generations of a potato breeding programme would be cost-effective. As various potato breeding programmes employ different selection rates in early generations, these rates have also been modelled to determine the effect. Our results indicate that MAS could be applied cost-effectively in the second clonal generation for all models currently employed in potato breeding.     

A marker-assisted backcross approach for developing submergence-tolerant rice cultivars

Submergence stress regularly affects 15 million hectares or more of rainfed lowland rice areas in South and Southeast Asia. A major QTL on chromosome 9, Sub1, has provided the opportunity to apply marker assisted backcrossing (MAB) to develop submergence tolerant versions of rice cultivars that are widely grown in the region. In the present study, molecular markers that were tightly linked with Sub1, flanking Sub1, and unlinked to Sub1 were used to apply foreground, recombinant, and background selection, respectively, in backcrosses between a submergence-tolerant donor and the widely grown recurrent parent Swarna. By the BC₂F₂ generation a submergence tolerant plant was identified that possessed Swarna type simple sequence repeat (SSR) alleles on all fragments analyzed except the tip segment of rice chromosome 9 that possessed the Sub1 locus. A BC₃F₂ double recombinant plant was identified that was homozygous for all Swarna type alleles except for an approximately 2.3–3.4 Mb region surrounding the Sub1 locus. The results showed that the mega variety Swarna could be efficiently converted to a submergence tolerant variety in three backcross generations, involving a time of two to three years. Polymorphic markers for foreground and recombinant selection were identified for four other mega varieties to develop a wider range of submergence tolerant varieties to meet the needs of farmers in the flood-prone regions. This approach demonstrates the effective use of marker assisted selection for a major QTL in a molecular breeding program. Electronic supplementary material The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

Mind the gap: analysis of marker-assisted breeding strategies for inbred mouse strains

The development of congenic mouse strains is the principal approach for confirming and fine mapping quantitative trait loci, as well as for comparing the phenotypic effect of a transgene or gene-targeted disruption between different inbred mouse strains. The traditional breeding scheme calls for at least nine consecutive backcrosses before establishing a congenic mouse strain. Recent availability of genome sequence and high-throughput genotyping now permit the use of polymorphic DNA markers to reduce this number of backcrosses, and empirical data suggest that marker-assisted breeding may require as few as four backcrosses. We used simulation studies to investigate the efficiency of different marker-assisted breeding schemes by examining the trade-off between the number of backcrosses, the number of mice produced per generation, and the number of genotypes per mouse required to achieve a quality congenic mouse strain. An established model of crossover interference was also incorporated into these simulations. The quality of the strain produced was assessed by the probability of an undetected region of heterozygosity (i.e., “gaps”) in the recipient genetic background, while maintaining the desired donor-derived interval. Somewhat surprisingly, we found that there is a relatively high probability for undetected gaps in potential breeders for establishing a congenic mouse strain. Marker-assisted breeding may decrease the number of backcross generations required to generate a congenic strain, but only additional backcrossing will guarantee a reduction in the number and length of undetected gaps harboring contaminating donor alleles. Electronic Supplementary Material Electronic Supplementary material is available for this article at and accessible for authorised users.     

Marker assisted selection in crop plants

Genetic mapping of major genes and quantitative traits loci (QTLs) for many important agricultural traits is increasing the integration of biotechnology with the conventional breeding process. Exploitation of the information derived from the map position of traits with agronomical importance and of the linked molecular markers, can be achieved through marker assisted selection (MAS) of the traits during the breeding process. However, empirical applications of this procedure have shown that the success of MAS depends upon several factors, including the genetic base of the trait, the degree of the association between the molecular marker and the target gene, the number of individuals that can be analyzed and the genetic background in which the target gene has to be transferred. MAS for simply inherited traits is gaining increasing importance in breeding programs, allowing an acceleration of the breeding process. Traits related to disease resistance to pathogens and to the quality of some crop products are offering some important examples of a possible routinary application of MAS. For more complex traits, like yield and abiotic stress tolerance, a number of constraints have determined severe limitations on an efficient utilization of MAS in plant breeding, even if there are a few successful applications in improving quantitative traits. Recent advances in genotyping technologies together with comparative and functional genomic approaches are providing useful tools for the selection of genotypes with superior agronomical performancies.     

用高代回交材料筛选与番茄耐冷性相关的RAPD分子标记

以番茄冷敏感品系T9801为轮回亲本,以耐冷品系T9806为供体亲本,经7代回交选择获得具有较强耐冷性且具有T9801遗传背景的高代回交株系,从高代回交株系及冷敏感亲本提取DNA,用280个随机引物进行RAPD扩增和多态性分析,筛选到一个与番茄耐冷性相关的RAPD分子标记（OPF14）。