忍受,忍耐,具有,支撑
结果实,开花
bearing on 对…有影响
compelling
For systolic blood pressure收缩压, the most compelling association involved chromosome 12q21 and variants near the ATP2B1 gene.
The familial relatedness axis depicts the relationships among individuals from recent coancestry.
-familial relatedness
The degree and nature of polymorphism revealed by SRAP primerc combination Me4Em4 is depicted in Fig.2.
Figure 2 depicts scatter plots of relationships among G, D,and GD that are taken from four randomly sampled animals.
Figure 2 depicts the progress of breeding and deployment populations and method of breeding value prediction in the STBA radiata pine breeding history.
Signal boundaries, depicted by vertical dotted lines, were chosen using the recombination hot spots flanking the strongest signal.
Principal coordinate analysis (PCA) implemented in SAS and the unrooted neighbor- joining (N-J) tree based on the Nei’s distance using MEGA 4.0 (Tamura et al. 2007) were employed to depict genetic relationship between the 192 rapeseed inbred lines.
For trials with enhanced designs (RIB or RRC) there was usually an improvement in LogL for all trait types from the simplified design (RCB) model to the design model (using all within-replicate design features)
In particular, we clarify the role of the sample variogram and present a range of enhanced graphical diagnostics to aid the spatial modeling process.
Second, functional mapping is based on parsimonious modeling of mean-covariance structures, which enhances the statistical power of QTL detection.
This approach, embedded within a mixture likelihood framework, leads to enhanced accuracy, precision, and flexibility of functional mapping while preserving its biological relevance.
Results promise 预示 to enhance a fundamental understanding of evolutionary changes of tree architecture under domestication and to design sound silvicultural and breeding measures for improving plant productivity.
Enhanced forest inventories and silvicultural practices are essential to produce high-quality wood and to meet the growing demand for wood products.
Genetic benefits can enhance the fitness of poly.andr.ous 多雄蕊的;一妻多夫的 females through the high intrinsic genetic quality of females’ mates or through the interaction between female and male genes.
DNA microarray analysis has emerged as a leading technology to enhance our understanding of gene regulation and function in cellular mechanism controls on a genomic scale.
The integration of game theory into QTL mapping opens new opportunities to enhance the precision and resolution of QTL identification for complex phenotypes.
Management practices are reviewed including those implemented during the establishment phase (orchard size, design, number of parents and their representation) and those implemented for enhanced crop management (crown management, supplemental mass pollination 人工辅助授粉, bloom delay, selective seed harvesting and the production of designer crops).
Careful marker annotation using a variety of references further enhances the utility of the integrated SSR map.
Pinus taeda also is considered one of the major bioenergy feedstocks [4] and recently was selected as the first pine species for complete genome sequencing with the intent of using genome information to enhance its bioenergy potential
We conclude that it is advantageous for prediction of single-cross hybrids to enhance a GCA- based model with SCA effects estimated from molec- ular marker data, if SCA variances are of similar or larger importance as GCA variances.
Marker selection will also be enhanced if pairs of tightly-linked markers flanking the QTL can be identified.
The MER gene appears to be embedded in such a cluster, making it difficult to identify the particular resistance gene of interest from among the many closely linked candidates
Second, given that phenotypic data are observed in a longitudinal time series, a step of embedding the multiple re- sponse structure in a biologically meaningful way is essential.
Kernel regression and reproducing kernel Hilbert spaces regression procedures are embedded into standard mixed-effects linear models, retaining additive genetic effects under multivariate normality for operational reasons.
Functional mapping that embeds the developmental mechanisms of complex traits shows great power to study the dynamic pattern of genetic effects triggered by individual quantitative trait loci (QTLs).
All functions are embedded within the framework of a single, unified data object.
Here, we address this problem by developing a statistical model that integrates the principle of shape analysis into a mixture-model-based likelihood formulated for QTL mapping.
The model is founded on functional mapping, a statistical framework to map developmental dynamics, which is reformed to integrate a seasonally adjusted growth function.
We integrated a complementary database comprising 25 years of legacy phenotypic data 遗留数据 on these strains.
Here we describe how functional mapping and studies of plant ontology can be integrated so as to elucidate the expression mechanisms of QTLs that control plant growth, morphology, development, and adaptation to changing environments.
We integrate the Markov chain properties of dynamic data into the model to facilitate the estimation of parameters that define virus dynamics.
More recently, a new mapping strategy has been designed to integrate the advantages of linkage analysis and linkage disequilibrium analysis for genome mapping in outcrossing populations.
As the consequence of complex interactions between different parts of an organ, shape can be used as a predictor of structural–functional relationships implicated in changing environments.
Notable among these was the QTL for five wax esters, which co-located with a gene from the KCS family, previously implicated in the biosynthesis of cuticular waxes in Arabidopsis.
The putative eucalypt homologs of well characterized genes implicated in variation in cuticular wax compounds in Arabidopsis were also mapped in this study.
Increasing evidence suggests that specific genes are implicated in heterochrony [胚] 异时性, guiding the process of developmental divergence, but no quantitative models have been instrumented to map such heterochrony genes.
One question that naturally arises from these evolutionary divergences is what mechanisms are implicated for heterochrony and the change of biological clock.
The most interesting genes from the perspective of understanding the relationship between natural genotypic and phenotypic variation are those that are implicated using both quantitative and population genetic approaches.
a moot point/question 争论未决的论点/问题
be mooted 被提出供考虑
- Again some caution is required: physiological predictors of performance, e.g. use of hormone levels, have been much mooted but produced little of practical benefit in livestock improvement.
- Whether this can be brought about by natural selection alone is a moot question.
- In some cases, this decision is moot because only one propagule type is available.
- Whether such complexes retain their adaptive advantage in an agricultural environment is, however, a moot point (Lawrence, Marshall and Davies, 1995a).
- In this sense, learning the material in the rest of this textbook is to some extent a moot point unless one understands the issues in this chapter.
- This renders the results for the A and B main effects moot.
to make something continue without changing保持,维持
gene resoure population - be defined in the form of - natural stands - clonal archives - genetic legacy
biological relevance 生物相关性
Ever since R. A. Fisher put forward his ideas in the 1920s, statisticians have recognized such randomized multifactorial perturbation as the ideal experimental design for uncovering causation.
The decomposion approach was put forward and excecuted successfully in WinBUGS by Vines et al. (1996)
Another argument put forward for the use of long-term regional means is that only “repeatable” or static interaction can be exploited for variety recommendations.
Based on the assessment of the SNP markers and several agromorphologic traits, accessions that retain gene diversity of the whole collection were selected to develop several soybean sets of different sizes using an heuristic approach
Therefore, it is still unclear why mutations frequently occur around the target locus and larger genomic region with three mutations has been retained by the artificial selection.
Few genes would be expected to retain high sequence similarity for this time if they did not have essential functions.
These three species were chosen because they have retained structurally similar genomes and clear patterns of paralogy among syntenic gene copies
Unlike other angio.sperms, the Amborella genome lacks evidence for recent transposon insertions while retaining ancient and divergent transposons.
Seed orchards represent the link between tree breeding and silvicultural activities.
The actual genetic superiority of these selected trees is evaluated based on the performance of their offspring in progeny tests [14], which represent an essential component of all programmes and serve, among other purposes, to exclude low-ranking parents from both breeding and production populations.
However, the vast majority of seed orchards are clonal and on average consist of 30–50 different parents, each of which is represented by one or more vegetatively propagated units/copies, termed ramets.
Although the genetic quality of an indi- vidual is mostly related to the survival rate of its offspring (in other words, an individual is of higher genetic quality when it possesses a genotype that increases its fitness relative to that of an individual with a different genotype [44]), in forest tree breeding, this concept would not suffice as it only represents one of many aspects that need to be considered.
Genotyping of the same markers in other populations can be achieved with further sequencing runs, accurately representing the new populations and avoiding bias towards the sequence of the markers in the originally surveyed population.
The vast majority of these clones are entirely redundant, suggesting that they potentially represent a duplicated sequence within the genome or cloning bias resulting in the over-represen- tation of a small genomic region.
Thus, the mechanisms proposed to explain the generation of complex gene families in pine must reconcile the dispersed nature 分散的性质 of these gene families with the apparent paradox that the order of genes along pine chromosomes may be well conserved.
Because every contamination event is outcrossing, both the observed high selfing (0.174 ± 0.025) and contamination (0.184 ± 0.027) estimates must be reconciled.
The theoretical basis for the resemblance between relatives due to genetic factors was developed by R.A. Fisher in a now famous and classic paper that reconciled Mendelian and biometrical genetics 生统遗传学.
In this situation Bayesian and frequentist inference can be reconciled.
Given that many epiloci were mapped to the vicinity 附近 of a gene, these genes may be directly affected by these epiloci, but this becomes increasingly difficult to reconcile with increasing genomic distances.
Its role in shaping organism’s development has been unanimously 全体一致地 recognized.
Genes that control circadian rhythms in organisms have been recognized, but have been difficult to detect because circadian behavior comprises periodically dynamic traits and is sensitive to environmental changes
Models for the analysis of longitudinal data must recognize the relationship between serial observations on the same unit.
The results indicate that Peruvian should be recognized as a heterotic group.
It is widely recognized that the mixed linear model is an important tool for parameter estimation in the analysis of complex pedigrees, which includes both pedigree and genomic information, and where mutually dependent genetic factors are often assumed to follow multivariate normal distributions of high dimension.
Genes have been widely recognized to be involved in human body growth, but their detailed controlling mechanisms are poorly understood.
It has been recognized that these sex-dependent differences are controlled by an array of specific genetic factors, mediated through various environmental stimuli.
Because heterosis is an environmentally modified quantitative phenotype, genomic analyses alone will not suffice.
Because only a small proportion will have obvious functional consequences for the resultant protein, lesser evidence of association may suffice to implicate variants of this sort.
In cases where a spatial component was needed, the one-dimensional version often suffice.
Such lines become fully homozygous after many generations, so that it suffices to show only one haplotype.
Blood and blood subtypes, for instance, are relevant for autoimmune diseases or blood-based cancers, and any tissue will suffice if the epigenetic variant is present soma-wide.
In the presence of large effect QTL, BayesB did a better job of QTL detection and its genomic predictions were more accurate and persistent than those from GBLUP.
this means that the observed difference in phenotypes is larger than expected based on marker solutions
BayesC is expected to result in smaller estimates of variance than BayesB
attributed less than 1 % genetic variance
which would account for less than 1 % of phenotypic variance
The estimated effects of the 4_78 QTL were always smaller than obtained with training on all 7 generations, and were never larger for BayesC than for BayesB.
On average, training in any one generation had accuracy of 0.43 for BayesB and 0.39 for BayesC, compared to less than 0.27 for the models that fitted all SNPs with an equal variance ratio.
MOE and MOR of small clear specimens of mature wood were better predicted by density and velocity than by either variable alone
they were substantially lower than the values for the same model for MOE
The single-variable regression models indicated that velocity was a slightly better predictor than was velocity of MOE or MOR
Among-tree correlations (Table 2c) were generally higher **than **were among-specimen correlations
only one of the three- variable models was significantly better than its two-variable counterpart
The regression models for the tree averages explained
more variation than did the corresponding models using the specimens
这里than后喜欢用一个倒装
the b value for density (0.58–0.61) was much higher than that for
Notice that correlations with neighbors in proximal positions are stronger (4/6) than with neighbors located diagonally (1/3).
correlation可以用higher/stronger
The average accuracy of prediction of breeding values, calculated from model 3 (the one with the smallest DIC), was higher for parents (0.61) and progeny (0.54) than corresponding values (0.40 and 0.32) calculated from model 1.
gene' is replaced by
quantitative trait locus’ (QTL).The indica diversity panel selected in the study to unveil the genomic regions relevant for salinity tolerance was found diverse to the extent that SNP-trait associations were stronger under salinity compared with control treatment.
In this article, we have derived a high-dimensional statistical model for unveiling the genetic machinery for drug response by integrating two different but biologically related processes—pharmacokinetics (PK) and pharmacodynamics (PD)—into a genetic mapping framework.
Because of low domestication, large open-pollinated native populations, and high levels of both genetic and phenotypic variation, they are ideal organisms to unveil the molecular basis of population adaptive divergence in nature.
The estimation of allele frequencies in natural populations would provide the spatial framework to unveil the action of natural selection in the wild and to correlate environmental and allelic variation.
Under many circumstances, quantitative genetic models have been largely insufficient to unveil the precise genetic architecture of a complex trait because they cannot estimate the number of genes involved and the chromosomal locations and genetic effects of these genes.
a regression approach adopted from the spatial econometric literature
Parentage assignments carried out under a maximum likelihood framework revealed a significantly higher success rate of MCP in 2006 (84 %) following technical improvements adopted to minimize pollen contamination and maximize male reproductive success, although significant variability in the correct maternity and full parentage was seen among individual families.
Given this unforeseen source of parentage error, we adopted a criterion by which the most likely single parent (higher LOD score) that the marker analysis revealed was considered to be the maternal parent of the offspring, overriding the maternal clone identity used up to that point from which the seeds had been harvested.
The Cooperative Forest Genetics Research Program has adopted an advanced-generation breeding strategy designed to maximize genetic gain in the short term and provide for continued improvement in the long term, while maintaining a broad genetic base for gene conservation.
Despite major advances in the statistical analysis of multi-environment trial data, such methodology has not been adopted within national variety testing programs.
If this approach is adopted the averaging will include pairs of trials that are poorly (sometimes negatively) correlated so that substantial cross-over variety by environment interaction would be ignored.
so this might constitute a conservative estimate for selection coefficients at positive outliers detected
We try below to summarize available knowledge on these genes, acknowledging 承认 the fact that genomic stud- ies of drought stress in plants reveal large numbers of potential candidates that ultimately constitute complex regulatory networks
Many tree species would constitute good models for this purpose due to their large-sized natural populations with little confounding substructure and domestication history, outcrossing mating systems leading to high gene flow, sufficient nucleotide diversity, and long history of ecological and quantitative ge- netics research
It was found that the orchard constitutes a population with a mating system that is far from panmixis.
Population structure analysis indentified two subpopulations of 77 and 41 accessions, respectively, while a third group was constituted by 19 accessions whose classifications were not defined (i.e. hybrids).
These results, together with the earlier biochemical evidence, suggest that there may be factors that impose limits on the compositional and structural variation of a genome, and that the set of dinucleotide odds ratio values constitute a genomic signature.
In this article, we put forward a conceptual framework
to incorporate the design principles of trait formation and development into a statistical framework for QTL mapping.
Bayesian statistics allow scientists to easily incorporate prior knowledge into their data analysis.
Our model was derived within the maximum-likelihood-based mixture model framework, incorporated by biologically meaningful growth equations and environment-dependent genetic effects of QTL, and implemented with the EM algorithm.
Work to provide efficient computation of the adjustments and to incorporate these ideas for BLUPs is in progress.
Recently available mixed model methodology permits the covariance structure to be incorporated into the statistical model.
The revised model provides a framework that reconciles the genetic architecture of development at different stages and elucidates a comprehensive picture of the genetic control mechanisms of growth that change gradually from a simple to a more complex level.
Thus, identified QTLs from this approach cannot be used to elucidate the whole landscape of ontogenetic growth and development.
The model can not only help geneticists to precisely identify an entire set of genes underlying complex traits but also allow them to elucidate a global picture of how genes control developmental and dynamic processes of trait formation.
This set of COS markers, identified computationally and experimentally, may further studies on comparative genomes and phylogenetics and elucidate the nature of genes conserved throughout plant evolution.
Currently, we have mapped > 550 COS markers in tomato and expect to map up to 1000 to elucidate the syntenic relationships between these two genomes; the results from this study will be the topic of a future publication
.
Drosophila melanogaster provides an attractive system for elucidating the unifying principles of the genetic architectures that drive behaviours, as genetically identical individuals can be reared rapidly in controlled environments and extensive publicly accessible genetic resources are available.
The model provides a powerful tool for elucidating the genetic basis of complex binary diseases.
The new model is equipped with a capacity to characterize the genetic effects of QTLs on seasonal alternation季节动态 at different ages and then to better elucidate the genetic architecture of development.
These two hypotheses of genetic control have been elucidated in the literature.
Despite their success in identifying genes that affect complex disease or traits, current genome-wide association studies (GWASs) based on a single SNP analysis are too simple to elucidate a comprehensive picture of the genetic architecture of phenotypes.
Here we describe how functional mapping and studies of plant ontology 本体论 can be integrated so as to elucidate the expression mechanisms of QTLs that control plant growth, morphology, development, and adaptation to changing environments.
A detailed picture of the genetic architecture of quantitative traits can be elucidated with a well-saturated genetic map of molecular markers.
Further simulations elucidating the potential of GSB based on the IBD probabilities might be fruitful 卓有成效的.
To identify these biomarkers, we need a major shift from traditional genomic analyses alone, moving the focus towards systems approaches to elucidating genetic variation in biochemical pathways of drug response.
The developed model provides a quantitative and testable framework for assessing the interplay between genes and the developmental PCD process, and will have great implications for elucidating the genetic architecture of the PCD process.
Recent efforts in integrating gene expression analysis and genetic mapping, termed expression quantitative trait loci (eQTL) mapping or genetical genomics analysis, offer new prospect 前途 in elucidating the genetic architecture of gene expression.
The biological processes involved were not elucidated in the cited studies, but thinnings increase wind speeds, precipitation and solar radiation in stands, which might hypothetically accelerate natural pruning 自然整枝 rates (Heikinheimo, 1953).
However, a definitive model to elucidate the relationship between disrupted clocks 生物钟 and HCC remains elusive.
At the same time, few resources exist for elucidating the mechanisms by which this fungus is able to infect pine species.
Further research to elucidate correlations may require larger sample sets to obtain estimates with smaller error.
Generally, a given crop needs both natural and breeding populations to elucidate different features.
In addition, the estimation of QTL main and interaction effects is very likely biased (Beavis 1994), which makes it challenging to reliably elucidate the role of epistasis through genome-wide QTL mapping studies.
This article reports the first study of its kind to attempt to elucidate the genetic architecture of the heterochrony 异时性 of leaf area and dry weight growth trajectories and, more importantly, to characterize environment-dependent changes of the effects of hQTLs on developmental timing.
Hence, an understanding of the dynamics and the inheritance of DNA methylation in plants represents an important prerequisite 前提 for elucidating epigenetic para.digms 表观遗传模式 in plant genetics, breeding, development and evolution.
In an attempt to elucidate the molecular mechanisms of Melampsora rust resistance in Populus trichocarpa , we have mapped two resistance loci, MXC3 and MER , and intensively characterized the flanking genomic sequence for the MXC3 locus and the level of linkage disequilibrium (LD) in natural populations.
The 1000 Genomes Project has already elucidated the properties and distribution of common and rare variation, provided insights into the processes that shape genetic diversity, and advanced understanding of disease biology.
Through the game analysis above, one can better dissect the genetic architecture of phenotype formation. Using classic quantitative genetic theory (Table 1), a specific landscape of genetic control can be elucidated.
Multiple regression analysis was used to explore relationships between parameter values and test environments, to elucidate regional differences, and to identify environmental patterns of importance for planning of breeding programs.
In order to elucidate the influence of age and height, their values were fixed at 10 (Fig. 1a) and 20 years (Fig. 1b) for certain mean height values.
Because much of the observed heterosis among inbred lines may be due to the recovery of inbreeding depression, the genetics of heterosis may be best elucidated by studying the genetics of inbreeding depression.
due to = expected to, or caused by 不好结果的原因,能用because of 就不用这个词
- The genetic analysis of size change with increasing age, i.e., growth, has received considerable attention in quantitative developmental genetic studies, but the genetic architecture of ontogenetic changes in body shape and its associated allometry have been poorly understood partly due to the lack of analytical tools.
- We present a general Bayesian model for analyzing diallel data on dioecious diploid inbred strains that cleanly decomposes the observed patterns of variation into biologically intuitive components, simultaneously models and accommodates outliers, and provides shrinkage estimates of effects that automatically incorporate uncertainty due to imbalance, missing data, and small sample size.
- However, due to rapid developments in marker technology, statistical methodology for identifying quantitative trait loci (QTLs) and the jargon used by molecular biologists, the utility of DNA markers in plant breeding may not be clearly understood by non-molecular biologists.
- However, tension zones have a tendency to become trapped by, and therefore to coincide with, exogenous barriers due to ecological selection.
- Due to finite population size (Ne?100), the marker haplotypes were in linkage disequilibrium with the QTL located between the markers.
我们的研究工作(非文章本身)是在过去完成的,所以使用过去式。
contrast; also; Consequently; Therefore; however; thus;Moreover;