Trait-specific long-term consequences of genomic selection in beef cattle

Simulation studies allow addressing consequences of selection schemes, helping to identify effective strategies to enable genetic gain and maintain genetic diversity. The aim of this study was to evaluate the long-term impact of genomic selection (GS) in genetic progress and genetic diversity of beef cattle. Forward-in-time simulation generated a population with pattern of linkage disequilibrium close to that previously reported for real beef cattle populations. Different scenarios of GS and traditional pedigree-based BLUP (PBLUP) selection were simulated for 15 generations, mimicking selection for female reproduction and meat quality. For GS scenarios, an alternative selection criterion was simulated (wGBLUP), intended to enhance long-term gains by attributing more weight to favorable alleles with low frequency. GS allowed genetic progress up to 40% greater than PBLUP, for female reproduction and meat quality. The alternative criterion wGBLUP did not increase long-term response, although allowed reducing inbreeding rates and loss of favorable alleles. The results suggest that GS outperforms PBLUP when the selected trait is under less polygenic background and that attributing more weight to low-frequency favorable alleles can reduce inbreeding rates and loss of favorable alleles in GS.     

A pipeline for effectively developing highly polymorphic simple sequence repeats markers based on multi‐sample genomic data

Simple sequence repeats (SSRs) are widely used genetic markers in ecology, evolution, and conservation even in the genomics era, while a general limitation to their application is the difficulty of developing polymorphic SSR markers. Next‐generation sequencing (NGS) offers the opportunity for the rapid development of SSRs; however, previous studies developing SSRs using genomic data from only one individual need redundant experiments to test the polymorphisms of SSRs. In this study, we designed a pipeline for the rapid development of polymorphic SSR markers from multi‐sample genomic data. We used bioinformatic software to genotype multiple individuals using resequencing data, detected highly polymorphic SSRs prior to experimental validation, significantly improved the efficiency and reduced the experimental effort. The pipeline was successfully applied to a globally threatened species, the brown eared‐pheasant (Crossoptilon mantchuricum), which showed very low genomic diversity. The 20 newly developed SSR markers were highly polymorphic, the average number of alleles was much higher than the genomic average. We also evaluated the effect of the number of individuals and sequencing depth on the SSR mining results, and we found that 10 individuals and ~10X sequencing data were enough to obtain a sufficient number of polymorphic SSRs, even for species with low genetic diversity. Furthermore, the genome assembly of NGS data from the optimal number of individuals and sequencing depth can be used as an alternative reference genome if a high‐quality genome is not available. Our pipeline provided a paradigm for the application of NGS technology to mining and developing molecular markers for ecological and evolutionary studies.     

Genetic diversity analysis of 60 ginger germplasm core accessions using ISSR and SSR markers

Molecular techniques play a critical role in studies of phylogeny and, thus, have been applied to understand the distribution and extent of genetic variation within and between species. In the present study, a genetic analysis was undertaken using molecular markers (9 ISSR and 13 SSR) on 60 ginger cultivars from different regions of the eastern coast of India (Odisha). The data obtained with 22 polymorphic markers revealed moderate to high diversity in the collection. Both ISSR and SSR markers were efficient in distinguishing all the 60 ginger cultivars. A total of 42 and 160 polymorphic bands were observed with ISSR and SSR markers, respectively. However, SSR markers were observed to be better at displaying average polymorphism (63.29%) than ISSR markers (55%). Analysis of molecular variance results showed that 52 and 66% of the variation occurred among different ginger populations, whereas 48 and 34% of the variation was found within populations, respectively, using ISSR and SSR markers, indicating that ginger cultivars display significant genetic diversity at the population level. Principal coordinates analysis and the dendrogram constructed out of combined data of both markers showed grouping of ginger accessions to their respective area of collection, indicating geographical closeness due to genetic similarity irrespective of the relationship that exists at the morphological level.     

Development of genome-wide SSR markers in melon with their cross-species transferability analysis and utilization in genetic diversity study

Simple sequence repeats (SSRs) are one of the most informative and widely used molecular markers in plant research. The melon draft genome has provided a powerful tool for SSR marker development in this species in which there are still not enough SSR markers. We therefore developed genome-wide SSR markers from melon, which were used for genetic diversity analysis in melon accessions and comparative mapping with cucumber and watermelon. A total of 44,265 microsatellites from the melon genome were characterized, of which 28,570 SSR markers were developed. In silico PCR analysis with these SSR markers identified 4002 and 1085 with one amplicon in cucumber and watermelon genome, respectively. With these cross-species transferable melon SSR markers, the chromosome synteny between melon and cucumber as well as watermelon was established, which revealed complicated mosaic patterns of syntenic blocks among them. We experimentally validated 384 SSR markers, from which 42 highly informative SSR ones were selected for genetic diversity and population structure analysis among 118 melon accessions. The large number of melon SSR markers developed in this study provides a valuable resource for genetic linkage map construction, molecular mapping, and marker-assisted selection (MAS) in melon. Furthermore, the cross-species transferable SSR markers could also be useful in various molecular marker-related studies in other closely related species in Cucurbitaceae family in which draft genomes are not yet available.     

番茄栽培品种SSR标记和形态标记的遗传多样性分析

比较了SSR标记和形态标记在研究番茄栽培品种遗传多样性上的应用。用7对SSR引物检测了11个番茄栽培品种的遗传多样性,共得到53条带,每一个位点上扩增出2-9条带,平均为6条;品种间遗传相似系数在0.39-0.84之间,平均遗传相似系数为0.60。根据11个形态学性状表型值计算的遗传相似系数在0.27-0.72之间,平均遗传相似系数0.58。用UPGMA进行聚类分析,SSR标记和形态标记都可依果肉颜色和果实大小将供试材料分组,即黄色和红色果肉,樱桃小番茄和大、中果形的混合型;两种方法对番茄栽培品种遗传多样性的评价相近。     

Comparative study of different molecular markers for classifying and establishing genetic relationships in Coffea canephora

The genetic variability characterization of the accessions of the germplasm collection, using molecular markers, is being applied as a complementary strategy to the traditional approaches to redefine the plant genetic resources. In this study, we compared the informativeness and efficiency of the molecular markers RAPD, AFLP and SSR in the analysis of 94 accessions of Coffea canephora germplasm held by the breeding program of the Brazilian Agricultural Research Corporation (Embrapa), Rondônia State, Brazil. For this, we considered the marker’s discriminatory power and level of polymorphism detected and also the genetic relationships and clustering (dendrogram) analysis. The RAPD marker yielded low-quality data and problems in the discrimination of some accessions, being less recommended for genetic studies of C. canephora. The SSRs had a higher level of information content and yielded high-quality data, while AFLP was the most efficient marker system because of the simultaneous detection of abundant polymorphism markers per few reactions. Our results indicate that AFLP and SSR, allies to the intrinsic characteristics of each technique, are the most suitable molecular markers for genetic studies of C. canephora. However, the choice of AFLP or SSR in the species characterization should be made in agreement with some characteristics that are discussed in this work.     

Development and use of EST-SSR markers for assessing genetic diversity in the brown planthopper (Nilaparvata lugens Stål)

To assess genetic diversity in populations of the brown planthopper (Nilaparvata lugens St?l) (Homoptera: Delphacidae), we have developed and applied microsatellite, or simple sequence repeat (SSR), markers from expressed sequence tags (ESTs). We found that the brown planthopper clusters of ESTs were rich in SSRs with unique frequencies and distributions of SSR motifs. Three hundred and fifty-one EST-SSR markers were developed and yielded clear bands from samples of four brown planthopper populations. High cross-species transferability of these markers was detected in the closely related planthopper N. muiri. The newly developed EST-SSR markers provided sufficient resolution to distinguish within and among biotypes. Analyses based on SSR data revealed host resistance-based genetic differentiation among different brown planthopper populations; the genetic diversity of populations feeding on susceptible rice varieties was lower than that of populations feeding on resistant rice varieties. This is the first large-scale development of brown planthopper SSR markers, which will be useful for future molecular genetics and genomics studies of this serious agricultural pest.     

Genetic differentiation analysis of African cassava (Manihot esculenta) landraces and elite germplasm using amplified fragment length polymorphism and simple sequence repeat markers

Molecular‐marker‐aided evaluation of germplasm plays an important role in defining the genetic diversity of plant genotypes for genetic and population improvement studies. A collection of African cassava landraces and elite cultivars was analysed for genetic diversity using 20 amplified fragment length polymorphic (AFLP) DNA primer combinations and 50 simple sequence repeat (SSR) markers. Within‐population diversity estimates obtained with both markers were correlated, showing little variation in their fixation index. The amount of within‐population variation was higher for landraces as illustrated by both markers, allowing discrimination among accessions along their geographical origins, with some overlap indicating the pattern of germplasm movement between countries. Elite cultivars were grouped in most cases in agreement with their pedigree and showed a narrow genetic variation. Both SSR and AFLP markers showed some similarity in results for the landraces, although SSR provided better genetic differentiation estimates. Genetic differentiation (Fst) in the landrace population was 0.746 for SSR and 0.656 for AFLP. The molecular variance among cultivars in both populations accounted for up to 83% of the overall variation, while 17% was found within populations. Gene diversity (H_e) estimated within each population varied with an average value of 0.607 for the landraces and 0.594 for the elite lines. Analyses of SSR data using ordination techniques identified additional cluster groups not detected by AFLP and also captured maximum variation within and between both populations. Our results indicate the importance of SSR and AFLP as efficient markers for the analysis of genetic diversity and population structure in cassava. Genetic differentiation analysis of the evaluated populations provides high prospects for identifying diverse parental combinations for the development of segregating populations for genetic studies and the introgression of desirable genes from diverse sources into the existing genetic base.     

Reverse random amplified microsatellite polymorphism reveals enhanced polymorphisms in the 3' end of simple sequence repeats in the pepper genome

Microsatellites or simple sequence repeats (SSR) are widely distributed in eukaryotic genomes and are informative genetic markers. Despite many advantages of SSR markers such as a high degree of allelic polymorphisms, co-dominant inheritance, multi-allelism, and genome-wide coverage in various plant species, they also have shortcomings such as low polymorphic rates between genetically close lines, especially in Capsicum annuum. We developed an alternative technique to SSR by normalizing and alternating anchored primers in random amplified microsatellite polymorphisms (RAMP). This technique, designated reverse random amplified microsatellite polymorphism (rRAMP), allows the detection of nucleotide variation in the 3' region flanking an SSR using normalized anchored and random primer combinations. The reproducibility and frequency of polymorphic loci in rRAMP was vigorously enhanced by translocation of the 5' anchor of repeat sequences to the 3' end position and selective use of moderate arbitrary primers. In our study, the PCR banding pattern of rRAMP was highly dependent on the frequency of repeat motifs and primer combinations with random primers. Linkage analysis showed that rRAMP markers were well scattered on an intra-specific pepper map. Based on these results, we suggest that this technique is useful for studying genetic diversity, molecular fingerprinting, and rapidly constructing molecular maps for diverse plant species.     

How many marker loci are necessary? Analysis of dominant marker data sets using two popular population genetic algorithms

The number of marker loci required to answer a given research question satisfactorily is especially important for dominant markers since they have a lower information content than co‐dominant marker systems. In this study, we used simulated dominant marker data sets to determine the number of dominant marker loci needed to obtain satisfactory results from two popular population genetic analyses: STRUCTURE and AMOVA (analysis of molecular variance). Factors such as migration, level of population differentiation, and unequal sampling were varied in the data sets to mirror a range of realistic research scenarios. AMOVA performed well under all scenarios with a modest quantity of markers while STRUCTURE required a greater number, especially when populations were closely related. The popular ΔK method of determining the number of genetically distinct groups worked well when sampling was balanced, but underestimated the true number of groups with unbalanced sampling. These results provide a window through which to interpret previous work with dominant markers and we provide a protocol for determining the number of markers needed for future dominant marker studies.     

几种基于PCR的分子标记在甘薯遗传多样性研究中的应用

遗传多样性是甘薯品种遗传改良的基础。由于分子标记具有数量极大、不受环境及基因表达与否的限制、多为共显性、不影响生物性状表现等优点,现已在甘薯遗传多样性研究中得到广泛应用。本文比较了RAPD、AFLP、SSR、ISSR和SRAP等几种基于PCR的分子标记方法,分别从遗传差异和亲缘聚类分析两方面,对它们在甘薯遗传多样性研究中的应用进行了综述。对比分析表明ISSR是一种共显性、成本较低、重复性好、多态性较高且非常有发展前途的分子标记,并已经被广泛应用到甘薯遗传多样性、物种亲缘关系、系统分类和辅助育种研究中。     

分子标记及其在核桃遗传多样性研究中的应用

核桃是我国重要的坚果和木本油料树种之一,具有重要的学术研究和经济价值。现代分子标记技术的迅速发展为核桃的种质鉴定、遗传育种、遗传多样性分析、亲缘鉴定等提供了崭新途径。本文主要介绍RFLP、RAPD、AFLP及SSR等几种分子标记技术的主要原理、特点以及在核桃遗传多样性方面的研究进展,分析了分子标记在核桃遗传多样性研究中的主要问题,并对其发展提出了展望。     

基于转录组数据高通量发掘扶桑绵粉蚧微卫星引物

【目的】扶桑绵粉蚧Phenacoccus solenopsis Tinsley是我国重要的检疫性害虫。简单重复序列(simple sequence repeat,SSR)研究在遗传图谱和物理图谱的构建、分子标记辅助育种、品种鉴定、基因定位、遗传多样性、动植物分类和进化等方面具有重要意义。筛选的SSR引物将为扶桑绵粉蚧遗传多样性分析、进化分析及入侵生物学等奠定基础。【方法】利用高通量搜索的方法对扶桑绵粉蚧转录组中28 120条unigenes的数据进行搜索。【结果】共找到1 781个SSR位点。扶桑绵粉蚧转录组中SSRs的主要重复类型是单核苷酸重复,占SSR总数的89.44%;其次是三核苷酸重复,占SSR总数的7.52%。单核苷酸重复里主要是A/T基序,占了总量的87.42%。基于筛选的SSRs,运用Primer 3软件进行引物的批量设计,共有481个unigenes成功设计引物,共设计出1 228对引物。【结论】研究表明利用扶桑绵粉蚧转录组数据开发SSR标记是可行的,本研究开发的引物将为扶桑绵粉蚧遗传多样性分析、进化分析及入侵生物学等奠定基础。     

Development of mapped simple sequence repeat markers from common bean (Phaseolus vulgaris L.) based on genome sequences of a Chinese landrace and diversity evaluation

Microsatellite or single sequence repeat (SSR) markers have been commonly used in genetic research in many crop species, including common bean (Phaseolus vulgaris L.). A limited number of existing SSR markers have been designed from high-throughput sequencing of the genome, warranting the exploitation of new SSR markers from genomic regions. In this paper, we sequenced total DNA from the genotype Hong Yundou with a 454-FLX pyrosequencer and found numerous SSR loci. Based on these, a large number of SSR markers were developed and 90 genomic-SSR markers with clear bands were tested for mapping and diversity detection. The new SSR markers proved to be highly polymorphic for molecular polymorphism, with an average polymorphism information content value of 0.44 in 131 Chinese genotypes and breeding lines, effective for distinguishing Andean and Mesoamerican genotypes. In addition, we integrated 85 primers of the 90 polymorphism markers into the bean map using an F2 segregating population derived from Hong Yundou crossed with Jingdou. The distribution of SSR markers among 11 chromosomes was not random and tended to cluster on the linkage map, with 14 new markers mapped on chromosome Pv01, whereas only four loci were located on chromosome Pv04. Overall, these new markers have potential for genetic mapping, genetic diversity studies and map-based cloning in common bean.     

Analysis of molecular diversity and fingerprinting of commercially grown Indian rice hybrids

Twenty-five commercially grown Indian rice hybrids developed by both the public and private sectors, were analysed for molecular diversity and identification of simple sequence repeat (SSR) marker(s) that can distinguish them from each other. For diversity analysis, a total of fifty eight SSR markers providing genome wide coverage, were used. Forty out of fifty eight SSR markers were polymorphic amplifying a total of 121 alleles with molecular weight ranging from 70 bp ?C 280 bp. Further, characterisation of these markers was carried out generating parameters of heterozygosity (0.42), polymorphism information content (0.31), probability of identity (4.2?×?10^?8) and probability of exclusion (99.99%). Cluster analysis based on a set of fourty highly polymorphic SSR markers generated three groups with dissimilarity index values ranging from 0.0 to 0.8. The hybrids based on common female parent IR58025A grouped together indicating a narrow genetic base of hybrid breeding programme. By combining the rapid and simple method of utilising these unique SSR markers alone or in combination, as molecular tags, identification of all the hybrids was possible even without having their parental lines. Twenty SSR loci produced hybrid specific unique alleles, which will be useful in establishing hybrid??s identity. The results have wide prospective in diversifying the genetic base of hybrid breeding programme, identification of rice hybrids, authentication of genetic purity of hybrid seed and protection of IPR.     

SPLATCHE2: a spatially explicit simulation framework for complex demography, genetic admixture and recombination

SUMMARY: SPLATCHE2 is a program to simulate the demography of populations and the resulting molecular diversity for a wide range of evolutionary scenarios. The spatially explicit simulation framework can account for environmental heterogeneity and fluctuations, and it can manage multiple population sources. A coalescent-based approach is used to generate genetic markers mostly used in population genetics studies (DNA sequences, SNPs, STRs or RFLPs). Various combinations of independent, fully or partially linked genetic markers can be produced under a recombination model based on the ancestral recombination graph. Competition between two populations (or species) can also be simulated with user-defined levels of admixture between the two populations. SPLATCHE2 may be used to generate the expected genetic diversity under complex demographic scenarios and can thus serve to test null hypotheses. For model parameter estimation, SPLATCHE2 can easily be integrated into an Approximate Bayesian Computation (ABC) framework. Availability and implementation: SPLATCHE2 is a C++ program compiled for Windows and Linux platforms. It is freely available at www.splatche.com, together with its related documentation and example data. CONTACT: mathias.currat@unige.ch     

利用RFLP、SSR、AFLP和RAPD标记分析玉米自交系遗传多样性的比较研究

利用 ＲＦＬＰ、ＳＳＲ．ＡＦＬＰ和ＲＡＰＤ ４种分子标记方法研究了 １５个玉米（Ｚｅａ ｍａｙｓ Ｌ．）自交系的遗传多样性,同时对４种标记系统进行比较。在供试材料中筛选到具多态性的ＲＦＬＰ探针酶组合５６个,６６对ＳＳＲ引物,２０个ＲＡＰＤ引物和９个ＡＦＬＰ引物组合,分别检测到多态性带１６７、２０１、８７和１０８条。ＳＳＲ标记位点的平均多态性信息量（ＰＩＣ）最大（０．５４）,ＡＦＬＰ标记位点最小（０．３６）,但ＡＦＬＰ标记具有最高的多态性检测效率（Ａｉ,３２．２）。４种分子标记所得遗传相似系数相关性显著,比较相关系数表明 ＲＡＰＤ可靠性较低。依据 ４种分子标记结果将 １５个供试自交系划分为塘四平头、旅大红骨、兰卡斯特、瑞德和ＰＮ共５个类群,与系谱分析基本一致。认为ＳＳＲ和ＲＦＬＰ两种分子标记方法适合进行玉米种质遗传多样性的研究。     

Evaluation of rice and sugarcane SSR markers for phylogenetic and genetic diversity analyses in bamboo.

Simple sequence repeat (SSR) markers are valuable tools for many purposes such as phylogenetic, fingerprinting, and molecular breeding studies. However, only a few SSR markers are known and available in bamboo species of the tropics (Bambusa spp.). Considering that grass genomes have co-evolved and share large-scale synteny, theoretically it should be possible to use the genome sequence based SSR markers of field crops such as rice (Oryza sativa) and sugarcane (Saccharum spp.) for genome analysis in bamboo. To test this, 98 mapped SSR primers representing 12 linkage groups of rice and 20 EST-derived sugarcane SSR primers were evaluated for transferability to 23 bamboo species. Of the tested markers, 44 (44.9%) rice and 15 (75%) sugarcane SSR primers showed repeatable amplification in at least one species of bamboo and thus were successfully utilized for phylogenetic and genetic diversity analyses. Transferred SSR primers revealed complex amplification patterns in bamboo, with an average of 9.62 fragments per primer, indicating a high level of polyploidy and genetic variability in bamboo. Forty-two of these primers (34 rice and 8 sugarcane SSR primers) detected an average of 2.12 unique fragments per primer and thus could be exploited for species identification. Six bamboo SSR primers exhibited cross transferability, to varying degrees, to different bamboo species. The genetic similarity coefficient indicated a high level of divergence at the species level (73%). However, a relatively low level of diversity was observed within species (25% in 20 accessions of Dendrocalamus hamiltonii). Further, cluster analysis revealed that the major grouping was in accordance with the taxonomical classification of bamboo. Thus, the rice and sugarcane SSRs can be utilized for phylogenetic and genetic diversity studies in bamboo.     

Development of SSR Markers for Genetic Analysis of Silverleaf Nightshade (Solanum elaeagnifolium) and Related Species

Silverleaf nightshade (2n?=?2x?=?24) is a serious weed in the Solanaceae, for which no specific molecular markers are currently available. In order to investigate the extent and distribution of genetic diversity among accessions of silverleaf nightshade, we developed 23 simple sequence repeat (SSR) markers from publicly available nucleotide and EST databases for silverleaf nightshade. Eleven of them were single-locus polymorphic markers. The number of alleles among these loci ranged from 2 to 4. The observed and expected heterozygosity ranged from 0 to 0.97 and 0.07 to 0.64, respectively. Fourteen SSR markers enabled to amplify alleles in morphologically similar species quena. These results proved that the SSR markers that we developed could be useful for (1) determining genetic diversity and structure among natural populations of silverleaf nightshade and (2) identifying silverleaf nightshade and quena ecotypes. This is the first set of species-specific SSR markers identified in silverleaf nightshade, which could contribute to the better understanding of genetic diversity of silverleaf nightshade and related species.