One-step reconstruction of multi-generation pedigree networks in apple (Malus × domestica Borkh.) and the parentage of Golden Delicious

The increasing availability of genomic tools improves our ability to investigate the patterns of genetic diversity and relatedness among individuals. The pedigrees of many apple cultivars are completely unknown, often reducing the efficiency of breeding programs. Using a multilocus simple sequence repeat dataset, we applied a novel multi-generation pedigree-network reconstruction procedure based on the software FRANz in a Malus × domestica collection (101 cultivated and 22 wild apples) with partially known pedigree relationships. The procedure produced 78 parent–offspring relationships organized into three networks and showed high power for detecting real pedigree links (98.5 %) and a low false-positive rate (9.0 %). The largest reconstructed pedigree network spanned four generations and involved 65 cultivars. The availability of detailed pedigree connections confirmed that recent genealogical relationships affect population genetic structure in apple. Finally, our analysis enabled us to confirm or discard several pedigrees known only anecdotically, among which the cultivar Grimes Golden was validated as a parent of the widely grown cultivar Golden Delicious. The pedigree reconstruction protocol here described will be of broad applicability to other collections and crop species.     

利用回交结合Wx基因分子标记培育部分糯性小麦

颗粒结合型淀粉合成酶Ⅰ(GBSSI,Waxy蛋白)是小麦胚乳中直链淀粉合成的关键酶。小麦基因组中存在3个Waxy基因(Wx-A1、Wx-B1、Wx-D1)。在白火麦中Wx-D1位点的突变(Wx-D1b)引起Wx-D蛋白的缺失,导致直链淀粉含量下降,其面粉表现出部分糯性。与目前生产上推广品种相比,白火麦的农艺性状较差,产量非常低。为了培育农艺性状优良的部分糯性小麦,我们将白火麦与具有优良农艺性状的小麦品种PH85-16、济南17和烟农15(轮回亲本)分别进行杂交,后代分别与相应的三个轮回亲本回交五代,在每代中均选择农艺性状与轮回亲本相近并含有Wx-D1b的后代。在第六代自交后选择具有Wx-D1b的纯合体,选出的单株连续自交三代。获得了六个农艺性状与轮回亲本相似的品系,它们均携带纯合的Wx-D1b位点。研究表明采用回交的方法并结合基于Wx基因序列的分子标记技术,是培育优良部分糯性小麦的一种非常有效的方法。本研究培育出的部分糯性小麦品系可以直接用于大田生产。     

Pedigree‐based analysis of derivation of genome segments of an elite rice reveals key regions during its breeding

Analyses of genome variations with high‐throughput assays have improved our understanding of genetic basis of crop domestication and identified the selected genome regions, but little is known about that of modern breeding, which has limited the usefulness of massive elite cultivars in further breeding. Here we deploy pedigree‐based analysis of an elite rice, Huanghuazhan, to exploit key genome regions during its breeding. The cultivars in the pedigree were resequenced with 7.6× depth on average, and 2.1 million high‐quality single nucleotide polymorphisms (SNPs) were obtained. Tracing the derivation of genome blocks with pedigree and information on SNPs revealed the chromosomal recombination during breeding, which showed that 26.22% of Huanghuazhan genome are strictly conserved key regions. These major effect regions were further supported by a QTL mapping of 260 recombinant inbred lines derived from the cross of Huanghuazhan and a very dissimilar cultivar, Shuanggui 36, and by the genome profile of eight cultivars and 36 elite lines derived from Huanghuazhan. Hitting these regions with the cloned genes revealed they include numbers of key genes, which were then applied to demonstrate how Huanghuazhan were bred after 30 years of effort and to dissect the deficiency of artificial selection. We concluded the regions are helpful to the further breeding based on this pedigree and performing breeding by design. Our study provides genetic dissection of modern rice breeding and sheds new light on how to perform genomewide breeding by design.     

Identification of a Selfing Compatible Genotype and Mode of Inheritance in Switchgrass

Switchgrass (Panicum virgatum L.) is being targeted for use as a dedicated lignocellulosic feedstock crop for producing bioenergy in the United States. The breeding of new switchgrass cultivars with enhanced performance is a research emphasis supporting the targeted use. The species is considered allogamous due to wind facilitated cross-pollination and strong genetic self-incompatibility. Plants typically produce few or no seed when self-fertilized. No attempt has been made to identify selfing-compatible plants that would potentially enable developing inbred lines. Here, using a set of 12 simple sequence repeat-based molecular markers, we identified one lowland plant, ??NL94 LYE 16?×?13?? (NL94), demonstrating high self-compatibility. A large potted plant of NL94 and a similar size plant of ??SL93 7?×?15?? were grown in a growth chamber for the purpose of producing a hybrid full-sib mapping population. Marker analyses of 456 progeny from the NL94 plant indicated that 279 (61.2%) and 177 (38.8%) resulted from self- and cross-fertilization, respectively. SSR marker segregation analyses in both the selfed and hybrid progeny populations conclusively indicated disomic inheritance in the two switchgrass parents. Disomic inheritance of switchgrass is significant to the development of switchgrass inbreds as homozygosity is approached much faster via inbreeding under disomic vs. tetrasomic inheritance. Self-compatibility in switchgrass potentially enables the development of inbred lines for use in producing heterotic F1 hybrid cultivars.     

A comparison of methods for the estimation of genetic diversity in strawberry cultivars

RAPD markers were used to examine the genetic relatedness of eight strawberry cultivars released from four breeding programmes around the world. Ten random primers successfully amplified DNA fragments from each cultivar and specific fingerprints were generated from the molecular marker data. The cultivars were traced back to founding clones and the relationships between the cultivars were examined from both the molecular and the pedigree data.     

Comparison of identity by descent and identity by state for detecting genetic regions under selection in a sorghum pedigree breeding program

Seventy sorghum inbred lines which formed part of the Queensland Department of Primary Industries (QDPI) sorghum breeding program were screened with 104 previously mapped RFLP markers. The lines were related by pedigree and consisted of ancestral source lines, intermediate lines and recent releases from the program. We compared the effect of defining marker alleles using either identity by state (IBS) or identity by descent (IBD) on our capacity to trace markers through the pedigree and detect evidence of selection for particular alleles. Allelic identities defined using IBD were much more sensitive for detecting non-Mendelian segregation in this pedigree. Only one marker allele showed significant evidence of selection when IBS was used compared with ten regions with particular allelic identities when IBD was used. Regions under selection were compared with the location of QTLs for agronomic traits known to be under selection in the breeding program. Only two of the ten regions were associated with known QTLs that matched with knowledge of the agronomic characteristics of the ancestral lines. Some of the other regions were hypothesised to be associated with genes for particular traits based on the properties of the ancestral source lines.     

Linkage disequilibrium across two different single-nucleotide polymorphism genome scans

Linkage disequilibrium (LD) content was calculated for the Genetic Analysis Workshop 14 Affymetrix and Illumina single-nucleotide polymorphism (SNP) genome scans of the Collaborative Study on the Genetics of Alcoholism samples. Pair-wise LD was measured as both D' and r2 on 505 pedigree founder individuals. The r2 estimates were then used to correct the multipoint identity by descent matrix (MIBD) calculation to account for LD and LOD scores on chromosomes 3 and 18 were calculated for COGA's ttdt3 electrophysiological trait using those MIBDs. Extensive LD was observed throughout both marker sets, and it was higher in Affymetrix's more dense SNP map. However, SNP density did not solely account for Affymetrix's higher LD. MIBD estimation procedures assume linkage equilibrium to construct genotypes of non-genotyped pedigree founder individuals, and dense SNP genotyping maps are likely to contain moderate to high LD between markers. LOD score plots calculated after correction for LD followed the same general pattern as uncorrected ones. Since in our study almost half of the pedigree founders were genotyped, it is possible that LD had a minor impact on the LOD scores. Caution should probably be taken when using high density SNP maps when many non-genotyped founders are present in the study pedigrees.     

Selection of generally applicable SSR markers for evaluation of genetic diversity and identity in Lilium

There are approximately 100 species and 10,000 cultivars of Lilium and in general their phylogeny is understood. Difficulties remain, however, in understanding the breeding relationships of cultivars and commercial hybrids. One solution to this problem is to identify a selection of validated and transferable SSR markers for use in genotyping. Although over 100 Lilium SSRs have been developed, they have not been validated for use with broad populations. Here, were-evaluated 112 SSRs with 69 lily accessions from different sources, and selected 70 SSRs as easy to score, transferable and polymorphic in all accessions tested. Based on the marker data from 70 SSRs, two main clusters were established for 69 accessions using TREECON, one includes Asiatic hybrids, Longiflorum × Asiatic hybrids and Asiatic local landraces (Lilium brownii, L. brownii var. giganteum, Lilium pumilum, Lilium davidii var. unicolor and Lilium lancifolium), the other is composed primarily of Oriental hybrids and Oriental × Trumpet hybrids, which is in agreement with previous studies and the breeding pedigree. The utility of the 70 SSR markers for establishing parentage and taxon identity of landraces was validated. Our study offers valuable information and validated markers for Lilium systematic classification and the establishment of identity.     

Visualization of Shared Genomic Regions and Meiotic Recombination in High-Density SNP Data

Background

A fundamental goal of single nucleotide polymorphism (SNP) genotyping is to determine the sharing of alleles between individuals across genomic loci. Such analyses have diverse applications in defining the relatedness of individuals (including unexpected relationships in nominally unrelated individuals, or consanguinity within pedigrees), analyzing meiotic crossovers, and identifying a broad range of chromosomal anomalies such as hemizygous deletions and uniparental disomy, and analyzing population structure.

Principal Findings

We present SNPduo, a command-line and web accessible tool for analyzing and visualizing the relatedness of any two individuals using identity by state. Using identity by state does not require prior knowledge of allele frequencies or pedigree information, and is more computationally tractable and is less affected by population stratification than calculating identity by descent probabilities. The web implementation visualizes shared genomic regions, and generates UCSC viewable tracks. The command-line version requires pedigree information for compatibility with existing software and determining specified relationships even though pedigrees are not required for IBS calculation, generates no visual output, is written in portable C++, and is well-suited to analyzing large datasets. We demonstrate how the SNPduo web tool identifies meiotic crossover positions in siblings, and confirm our findings by visualizing meiotic recombination in synthetic three-generation pedigrees. We applied SNPduo to 210 nominally unrelated Phase I / II HapMap samples and, consistent with previous findings, identified six undeclared pairs of related individuals. We further analyzed identity by state in 2,883 individuals from multiplex families with autism and identified a series of anomalies including related parents, an individual with mosaic loss of chromosome 18, an individual with maternal heterodisomy of chromosome 16, and unexplained replicate samples.

Conclusions

SNPduo provides the ability to explore and visualize SNP data to characterize the relatedness between individuals. It is compatible with, but distinct from, other established analysis software such as PLINK, and performs favorably in benchmarking studies for the analyses of genetic relatedness.     

Toward a theory of marker-assisted gene pyramiding

We investigate the best way to combine into a single genotype a series of target genes identified in different parents (gene pyramiding). Assuming that individuals can be selected and mated according to their genotype, the best method corresponds to an optimal succession of crosses over several generations (pedigree). For each pedigree, we compute the probability of success from the known recombination fractions between the target loci, as well as the number of individuals (population sizes) that should be genotyped over successive generations until the desired genotype is obtained. We provide an algorithm that generates and compares pedigrees on the basis of the population sizes they require and on their total duration (in number of generations) and finds the best gene-pyramiding scheme. Examples are given for eight target genes and are compared to a reference genotype selection method with random mating. The best gene-pyramiding method combines the eight targets in three generations less than the reference method while requiring fewer genotypings.     

Characterization of the genetic changes in a multi-generational pedigree of an elite Canadian soybean cultivar

Genotyping through the pedigrees of elite soybean [Glycine max (L.) Merr.] cultivars developed by a breeding program represents an opportunity to explore and characterize various molecular and genetic changes that are a direct result of long-term selection by soybean breeders. For soybeans bred for Ontario Canada, one such elite cultivar was OAC Bayfield, which had exceptional commercial success as well as being a parent of a number of successful cultivars developed by multiple independent breeding programs. A total of 42 genotypes from six different breeding programs, comprising the multi-generational pedigree of OAC Bayfield were genotyped with molecular markers and chromosomal inheritance was tracked throughout the pedigree. Cluster analysis showed high congruence with the known pedigree and identified three distinct ancestral groups. The ancestral genotypes contained the majority of the rare alleles, with the cultivar CNS having the greatest number of unique alleles. The graphical genotype profile for the 20 chromosomes revealed conserved allelic composition which has been assembled in certain chromosomes in the form of specific linkage blocks, which were either a result of recombination involving ancestral linkage blocks or linkage blocks introduced from the cultivar Fiskeby-V. The identification of highly structured, conserved genomic regions are important for future breeding efforts as they are indicators of preferentially selected regions, or conversely, may be a contributing factor to low genetic gains due to mass fixation across a breeding program’s germplasm.     

Extending pedigree analysis for uncertain parentage and diverse breeding systems

Breeding programs aimed at conserving genetic diversity in populations of wildlife or rare domestic breeds rely on detailed pedigree analysis for selection of breeders that will minimize the loss of alleles, reduce the accumulation of inbreeding, and maintain gene diversity. Commonly, techniques use a matrix of kinship coefficients to derive measures of genetic variation, inbreeding, and the value of individuals as breeders. Although these techniques were first developed for use on known pedigrees of diploid individuals, the concepts and methods can be extended to apply to any entity that contains genes derived from definable sources (e.g., individual parents, social groups, colonies, gene banks) via a definable mechanism of heredity (e.g., sexual reproduction between separate sexes, hermaphroditic selfing, autozygous production of homozygous or haploid offspring, cloning). Individuals with partly unknown ancestry or multiple possible parents can also be incorporated into kinship calculations, based on probabilistic assignment of parental contributions. This paper presents the algorithms used in new PMx software to extend traditional pedigree analysis techniques used for complete pedigrees of sexually reproducing, diploid species to deal with missing information due to unknown or uncertain parentage, and other breeding systems such as clones, selfing hermaphrodites, and haploid offspring or autogamy.     

Breeding without Breeding: Is a Complete Pedigree Necessary for Efficient Breeding?

Complete pedigree information is a prerequisite for modern breeding and the ranking of parents and offspring for selection and deployment decisions. DNA fingerprinting and pedigree reconstruction can substitute for artificial matings, by allowing parentage delineation of naturally produced offspring. Here, we report on the efficacy of a breeding concept called "Breeding without Breeding" (BwB) that circumvents artificial matings, focusing instead on a subset of randomly sampled, maternally known but paternally unknown offspring to delineate their paternal parentage. We then generate the information needed to rank those offspring and their paternal parents, using a combination of complete (full-sib: FS) and incomplete (half-sib: HS) analyses of the constructed pedigrees. Using a random sample of wind-pollinated offspring from 15 females (seed donors), growing in a 41-parent western larch population, BwB is evaluated and compared to two commonly used testing methods that rely on either incomplete (maternal half-sib, open-pollinated: OP) or complete (FS) pedigree designs. BwB produced results superior to those from the incomplete design and virtually identical to those from the complete pedigree methods. The combined use of complete and incomplete pedigree information permitted evaluating all parents, both maternal and paternal, as well as all offspring, a result that could not have been accomplished with either the OP or FS methods alone. We also discuss the optimum experimental setting, in terms of the proportion of fingerprinted offspring, the size of the assembled maternal and paternal half-sib families, the role of external gene flow, and selfing, as well as the number of parents that could be realistically tested with BwB.     

A novel class of tests for the detection of mitochondrial DNA-mutation involvement in diseases

We develop a novel class of tests to detect mitochondrial DNA (mtDNA)-mutation involvement in complex diseases by the study of affected pedigree members. For a pedigree, affected individuals are first considered and are then connected through their relatives. We construct a reduced pedigree from an original pedigree. Each configuration of a reduced pedigree is given a score, with high scores given to configurations that are consistent with mtDNA-mutation involvement and low scores given to configurations that are not consistent with mtDNA-mutation involvement. For many pedigrees, the weighted sum of scores of the pedigrees is calculated. The tests are formed by comparing the observed score with the expected score under the null hypothesis that only nuclear autosomal mutations are involved. We study the optimality of score functions and weights under the heterogeneity model without phenocopies. We also develop a method to estimate the contribution that mtDNA mutations make if they are involved under a heterogeneity model. Finally, we apply our methods to three data sets: Leber hereditary optic neuropathy, a disease that has been proved to be caused by mtDNA mutations; non-insulin-dependent diabetes mellitus (NIDDM); and hypertension (HTN). We find evidence of mtDNA-mutation involvement in all three diseases. The estimated fraction of patients with NIDDM due to mtDNA-mutation involvement is 22% (95% confidence interval [CI] 6%-38%). The fraction of patients with HTN potentially due to mtDNA-mutation involvement is estimated at 55% (95% CI 45%-65%).     

黄淮麦区小麦品种(系)的ISSR位点遗传多样性分析

选用11个ISSR引物,对黄淮麦区96个小麦推广品种（系）进行遗传多样性分析。共检测到96个多态性位点,每个引物多态性位点数平均为8．7个,变幅为3～23个;ISSR引物的多态性信息含量PIC变幅为0．601～0．941,平均0．791,表明ISSR具有较强的品种间区分能力,是研究小麦种质资源遗传多样性的有效分子标记技术之一。96个品种（系）间,Nei’s遗传相似系数变化范围为0．53～0．91,平均为0．60,品种间遗传相似性变幅较大,表明黄淮麦区不同小麦品种（系）间存在着不同程度的遗传多样性差异。根据品种间遗传相似系数聚类,96份材料被聚成8大类群,共14个亚类,类群与系谱和原产地无关。     

Linkage analysis of a large African family segregating stuttering suggests polygenic inheritance

We describe a pedigree of 71 individuals from the Republic of Cameroon in which at least 33 individuals have a clinical diagnosis of persistent stuttering. The high concentration of stuttering individuals suggests that the pedigree either contains a single highly penetrant gene variant or that assortative mating led to multiple stuttering-associated variants being transmitted in different parts of the pedigree. No single locus displayed significant linkage to stuttering in initial genome-wide scans with microsatellite and SNP markers. By dividing the pedigree into five subpedigrees, we found evidence for linkage to previously reported loci on 3q and 15q, and to novel loci on 2p, 3p, 14q, and a different region of 15q. Using the two-locus mode of Superlink, we showed that combining the recessive locus on 2p and a single-locus additive representation of the 15q loci is sufficient to achieve a two-locus score over 6 on the entire pedigree. For this 2p + 15q analysis, we show LOD scores ranging from 4.69 to 6.57, and the scores are sensitive to which marker is chosen for 15q. Our findings provide strong evidence for linkage at several loci.     

Pedigree analysis for the genetic management of group‐living species

Captive breeding programs are an important tool for the conservation of endangered species. These programs are commonly managed using pedigrees containing information about the history of each individual's family, such as breeding pairs and parentage. However, there are some species that are kept in groups where it is hard to distinguish between particular individuals within the group, making it very difficult to record any information at an individual level. Currently, software and methods commonly used for registering and analyzing pedigrees to help manage populations at an individual level are not adequate for managing these group‐living species. Therefore, there is a need to further develop these tools and methodologies for pedigree analysis to better manage group‐living species. PMx is a program used for the management of ex situ populations in zoos and aquariums. We adapted the pedigree analysis method implemented in PMx to analyze pedigrees (records of descendant lineages) of group‐living species. In addition, we developed a group pedigree data entry sheet and group2PMx, a converter program that enables group datasets to be imported into PMx. We show how pedigree analysis of a group‐living species can be used for population management using the studbook of the endangered Texas blind cave salamander Eurycea rathbuni. Such analyses of the pedigree of groups can improve the management of group‐living species in ex situ breeding programs. Firstly, it enables better management decisions based on more accurate genetic measures between groups, allowing for greater control of inbreeding. Secondly, it can improve the conditions in which group‐living species are held by adapting husbandry practices to better reflect conditions of these species living in the wild. The use of the spreadsheet and group2PMx extends the application of PMx_, allowing conservation managers and other institutions outside the zoo and aquarium community to easily import and analyze their pedigree data.     

HMW-GS的SDS-PAGE图谱在小麦品质评价中的应用

采用SDS—PAGE技术对陕西关中地区各时期大面积推广小麦品种、品种资源和新品系的HMW—GS组成进行了分析。在该地区50多年大面积推广的33个品种中,检测出9种HMW亚基(对)及其组成;品种HMW—GS的评分在5～10分之间,平均6．9分;4个时期品种HMW-GS的平均评分有升有降,优质亚基出现的频率普遍偏低;向小麦品种中聚合多种优质HMW—GS将成为陕西关中未来小麦育种的主要目标之一。53种小麦品种资源的亚基或亚基对组合类型比较丰富,具有一批携带优质亚基5 10、1、2*、7 8、14 15或17 18等资源。8个新选品系中,有4个品系携带了多种优质亚基,其中3个品系HMW—GS的评分为10分;Q1043已被审定通过,目前正在陕西关中推广种植。实践证明,采用SDS—PAGE方法对生产上推广品种、品种资源和新选品系的HMW—GS变异研究,有助于在短时间内了解生产上推广小麦品质生产现状、制订育种目标、选配亲本和品系品质性状筛选,是一种非常实用的品质快速检测方法。