Standardizing selection and its consequences for genetic population structure

Type of selection for total fitness, specific for domestic animals and termed by us standardizing selection, is discussed. Consequences of such selection for the population structure genetic are considered taking a population of domestic pigs as an example. Examples of effective and ineffective standardizing selection are presented. Specific features of genetic determination of ten quantitative traits detected in analysis of standardizing selection are discussed.     

Standardized SSR allele naming and binning among projects

Simple sequence repeats (SSRs) have proven to be extremely valuable DNA markers for genetic mapping and population genetic analyses. However, data collected across laboratories or even within laboratories are difficult to combine due to challenges in standardizing allele names, especially for nonmodel systems. Here we provide a new approach for standardizing SSR allele names that combines several previously recognized components for standardization, including reference samples/alleles, cumulative binsets, static between-allele spacing, and interval allele naming.     

Multilevel selection 2: Estimating the genetic parameters determining inheritance and response to selection

Interactions among individuals are universal, both in animals and in plants and in natural as well as domestic populations. Understanding the consequences of these interactions for the evolution of populations by either natural or artificial selection requires knowledge of the heritable components underlying them. Here we present statistical methodology to estimate the genetic parameters determining response to multilevel selection of traits affected by interactions among individuals in general populations. We apply these methods to obtain estimates of genetic parameters for survival days in a population of layer chickens with high mortality due to pecking behavior. We find that heritable variation is threefold greater than that obtained from classical analyses, meaning that two-thirds of the full heritable variation is hidden to classical analysis due to social interactions. As a consequence, predicted responses to multilevel selection applied to this population are threefold greater than classical predictions. This work, combined with the quantitative genetic theory for response to multilevel selection presented in an accompanying article in this issue, enables the design of selection programs to effectively reduce competitive interactions in livestock and plants and the prediction of the effects of social interactions on evolution in natural populations undergoing multilevel selection.     

Testing for microevolution in body size in three blue tit populations

Quantifying the genetic variation and selection acting on phenotypes is a prerequisite for understanding microevolutionary processes. Surprisingly, long-term comparisons across conspecific populations exposed to different environments are still lacking, hampering evolutionary studies of population differentiation in natural conditions. Here, we present analyses of additive genetic variation and selection using two body-size traits in three blue tit (Parus caeruleus) populations from distinct habitats. Chick tarsus length and body mass at fledging showed substantial levels of genetic variation in the three populations. Estimated heritabilities of body mass increased with habitat quality. The poorer habitats showed weak positive selection on tarsus length, and strong positive selection on body mass, but there was no significant selection on either trait in the good habitat. However, there was no evidence of any microevolutionary response to selection in any population during the study periods. Potential explanations for this absence of a response to selection are discussed, including the effects of spatial heterogeneity associated with gene flow between habitats.     

New data on coat color gene frequencies in cats: 1. the Armavir population

The population of domestic cats from the city of Armavir has been examined. A high frequency of gene O was revealed in the population. Differences among three subpopulations estimated using two genetic distances showed heterogeneity of the Armavir cat population. The extreme samples showed highly significant differences (P < 0.01; chi2[6] = 24.67), likely explained by the structural features of the synantropous population and human-driven frequency- dependent selection operating in it. The feline population of Armavir underwent significant changes during the past two decades. The d(ij) coefficient in it was 0.093; D(p) = 0.05. The frequencies of genes orange and Long-hair have increased in the general population. The frequency of gene dilution has decreased. These changes may have occurred because of genetic exchange with purebred domestic cats that have become more popular as pets in the recent years.     

Genetic improvement of mammalian fertility: A review of opportunities

The possibility of genetic improvement in the reproductive performance of domestic mammals is introduced. The paper is principally concerned with biological variation and change, but the need to consider economic factors when relating change to improvement is illustrated from time to time. Both male traits, such as semen quality, and female traits, such as litter size, are considered.There is considerable variation among existing populations and the importance of the choice of the most suitable of available populations whether pure or crossbred is emphasized. Variation in litter size is greatest among breeds of sheep (approx. 300%) and least among cattle (only 4%). The possibility that differences in performance may be specific to particular environments and the implications of such an interaction between genotype and environment for the choice of populations are discussed. Among cattle, variation in the incidence of calving difficulties may be marked; it may increase three-fold in cows mated to bulls of a large breed relative to cows mated to bulls of a small breed. Cross-breeding may improve reproductivity by 20%.Once the best population has been chosen, further improvement is dependent on selection within that population. Selection within populations has been rare due to low predicted rates of response. Low selection differentials have probably contributed more to slow responses than have low heritabilities, and recent marked changes achieved by group breeding schemes illustrate what can be done with intense selection.A principal reason for small selection differentials is the inability to measure all reproductive traits in both sexes; one sex has to be chosen at random. The common physiology of reproduction in males and females indicates common genetic control, and the possibility of indirect selection on, say, testis growth to alter ovarian activity is considered along with the use of other physiological selection criteria, including ovulation rate and hormone levels, to increase the rate of response to selection.Finally, the implementation of improvement schemes is discussed. The improvement of reproduction has to be balanced against improvement in other traits such as growth; as the benefits of selection for other traits decline, reproduction would receive greater emphasis. International collaboration to develop strains of extremely high merit for subsequent use by crossbreeding is advocated.     

RESISTANCE OF GENETIC CORRELATION STRUCTURE TO DIRECTIONAL SELECTION IN DROSOPHILA MELANOGASTER

The genetic covariance and correlation matrices for five morphological traits were estimated from four populations of fruit flies, Drosophila melanogaster, to measure the extent of change in genetic covariances as a result of directional selection. Two of the populations were derived from lines that had undergone selection for large or small thorax length over the preceding 23 generations. A third population was constituted using flies from control lines that were maintained with equivalent population sizes as the selected lines. The fourth population contained flies from the original cage population from which the selected and control lines had been started. Tests of the homogeneity of covariance matrices using maximum likelihood techniques revealed significant changes in covariance structure among the selected lines. Prediction of base population trait means from selected line means under the assumption of constant genetic covariances indicated that genetic covariances for the small population differed more from the base population than did the covariances for the large population. The predicted small population means diverged farther from the expected means because the additive genetic variance associated with several traits increased in value and most of the genetic covariances associated with one trait changed in sign. These results illustrate that genetic covariances may remain nearly constant in some situations while changing markedly in others. Possible developmental reasons for the genetic changes are discussed.     

Evolutionary mechanisms of senescence

This paper reviews theories of the evolution of senescence. The population genetic basis for the decline with age in sensitivity of fitness to changes in survival and fecundity is discussed. It is shown that this creates a presure of selection that disproportionately favors performance early in life. The extent of this bias is greater when there is a high level of extrinsic mortality; this accounts for much the diversity in life-history patterns among different taxa. The implications of quantitative genetic theory for experimental tests of alternative population genetic models of senescence are discussed. In particular, the negative genetic correlations between traits predicted by the antagonistic pleiotropy model may be obscured by positive correlations that are inevitable in a multivariate system, or by the effects of variation due to deleterious mutations. The status of the genetic evidence relevant to these theories is discussed.     

The Hardy-Weinberg principle and its applications in modern population genetics

The discovery of the Hardy-Weinberg principle marked the beginning of the field of population genetics. Over the past hundred years, it has provided a starting point for many population genetic investigations. In this review, the Hardy-Weinberg principle, its statistical testing, and several of its applications in various modern population genetic research areas, including allelic variability and selection in the human leukocyte antigen region, microsatellite genotyping error detection, and accuracy of haplotype estimation, are discussed.     

Some behavioural observations on domestic fowl in the wild

Attempts to form a feral population of domestic fowl with artificially reared birds on an island nature reserve are described. The birds were subjected to predation by mink, but some hens produced broods and successfully reared their young, a few of which were more than 6 months old at the end of the study period. Factors leading to survival of the population in the face of certain selection pressures are discussed.     

Genetic variability in a population of wild Japanese quail kept for 15 years in a domestic environment

Summary. To provide information on the extent to which domestication has altered the natural levels of genetic variability of the wild quail, electrophoretic variability at 32 loci was estimated in a quail population established by capturing wild quail and keeping them for 15 years in a domestic environment without any artificial selection. The gene frequencies of the domesticated quail population were very similar to those of the commercial and laboratory quail populations and different from those of the wild quail populations previously reported by Kimura et al . (1984).     

The contribution of social effects to heritable variation in finishing traits of domestic pigs (Sus scrofa)

Social interactions among individuals are ubiquitous both in animals and in plants, and in natural as well as domestic populations. These interactions affect both the direction and the magnitude of responses to selection and are a key factor in evolutionary success of species and in the design of breeding schemes in agriculture. At present, however, very little is known of the contribution of social effects to heritable variance in trait values. Here we present estimates of the direct and social genetic variance in growth rate, feed intake, back fat thickness, and muscle depth in a population of 14,032 domestic pigs with known pedigree. Results show that social effects contribute the vast majority of heritable variance in growth rate and feed intake in this population. Total heritable variance expressed relative to phenotypic variance was 71% for growth rate and 70% for feed intake. These values clearly exceed the usual range of heritability for those traits. Back fat thickness and muscle depth showed no heritable variance due to social effects. Our results suggest that genetic improvement in agriculture can be substantially advanced by redirecting breeding schemes, so as to capture heritable variance due to social effects.     

Statistical Tests of Neutrality of Mutations against Population Growth, Hitchhiking and Background Selection

The main purpose of this article is to present several new statistical tests of neutrality of mutations against a class of alternative models, under which DNA polymorphisms tend to exhibit excesses of rare alleles or young mutations. Another purpose is to study the powers of existing and newly developed tests and to examine the detailed pattern of polymorphisms under population growth, genetic hitchhiking and background selection. It is found that the polymorphic patterns in a DNA sample under logistic population growth and genetic hitchhiking are very similar and that one of the newly developed tests, F(s), is considerably more powerful than existing tests for rejecting the hypothesis of neutrality of mutations. Background selection gives rise to quite different polymorphic patterns than does logistic population growth or genetic hitchhiking, although all of them show excesses of rare alleles or young mutations. We show that Fu and Li''s tests are among the most powerful tests against background selection. Implications of these results are discussed.     

Computer simulation of selection in a hypothetical crop species

A computer simulation model demonstrating the effect of directionalselection upon a simplified quantitative genetic character,is presented. Complementary homozygous parents were crossedto generate a filly heterozygous F₁ population. Phenolypic truncationselection was effected upon the F₂ and subsequent generations,and genotypic and phenolypic response to selection, as wellas the change in population heterozygosizy, was monitored togeneration F₉ The model simulates selection for alternativebreeding regimes, modes of allelic interaction, selection pressure,population size and levels of environmental variation. Threealternative methods for the simulation of the environmentalcomponent of phenozypic variance are incorporated, and mechanismsand relative merits of the rival methods are discussed. Datagenerated by the model confonned closely to theoretical expectation,lending support to the use of the model as a platform for developmentof more comprehensive simulation models. Potential improvementsto the model are discussed.     

De novo assembly of mitochondrial genomes provides insights into genetic diversity and molecular evolution in wild boars and domestic pigs

Up to date, the scarcity of publicly available complete mitochondrial sequences for European wild pigs hampers deeper understanding about the genetic changes following domestication. Here, we have assembled 26 de novo mtDNA sequences of European wild boars from next generation sequencing (NGS) data and downloaded 174 complete mtDNA sequences to assess the genetic relationship, nucleotide diversity, and selection. The Bayesian consensus tree reveals the clear divergence between the European and Asian clade and a very small portion (10 out of 200 samples) of maternal introgression. The overall nucleotides diversities of the mtDNA sequences have been reduced following domestication. Interestingly, the selection efficiencies in both European and Asian domestic pigs are reduced, probably caused by changes in both selection constraints and maternal population size following domestication. This study suggests that de novo assembled mitogenomes can be a great boon to uncover the genetic turnover following domestication. Further investigation is warranted to include more samples from the ever-increasing amounts of NGS data to help us to better understand the process of domestication.     

Amplified fragment length polymorphism analysis of genetic diversity of Haemonchus contortus during selection for drug resistance.

For the first time we used amplified fragment length polymorphism on individual nematode parasites to analyse the genetic diversity between and within isolates during consecutive stages of increased benzimidazole resistance and of increased levamisole resistance of Haemonchus contortus. The genetic diversity of the H. contortus genome turned out to be unusually high, within and between the isolates. The difference between individuals of an isolate could be as high as between individuals of two different mammalian species that do not interbreed. During benzimidazole selection the genetic constitution of the population was changed, but did not lead to a decrease in the genetic diversity. The selection for levamisole resistance resulted in a limited reduction of the genetic diversity only after the first selection step. The extensive genetic diversity apparently has allowed a fast and flexible response of H. contortus to drug selection as shown by the appearance of drug resistant isolates. This selection however has little or no effect on the extent of the genetic diversity of these resistant isolates. Implications for more sustainable control methods are discussed.     

Indigenous domestic breeds as reservoirs of genetic diversity: the Argentinean Creole cattle

Contrary to highly selected commercial breeds, indigenous domestic breeds are composed of semi-wild or feral populations subjected to reduced levels of artificial selection. As a consequence, many of these breeds have become locally adapted to a wide range of environments, showing high levels of phenotypic variability and increased fitness under natural conditions. Genetic analyses of three loci associated with milk production (alpha(S1)-casein, kappa-casein and prolactin) and the locus BoLA-DRB3 of the major histocompatibility complex indicated that the Argentinean Creole cattle (ACC), an indigenous breed from South America, maintains high levels of genetic diversity and population structure. In contrast to the commercial Holstein breed, the ACC showed considerable variation in heterozygosity (H(e)) and allelic diversity (A) across populations. As expected, bi-allelic markers showed extensive variation in He whereas the highly polymorphic BoLA-DRB3 showed substantial variation in A, with individual populations having 39-74% of the total number of alleles characterized for the breed. An analysis of molecular variance (AMOVA) of nine populations throughout the distribution range of the ACC revealed that 91.9-94.7% of the total observed variance was explained by differences within populations whereas 5.3-8.1% was the result of differences among populations. In addition, the ACC breed consistently showed higher levels of genetic differentiation among populations than Holstein. Results from this study emphasize the importance of population genetic structure within domestic breeds as an essential component of genetic diversity and suggest that indigenous breeds may be considered important reservoirs of genetic diversity for commercial domestic species.     

The evolution of social communication systems in a subdivided population

Evolution of social communication systems is modeled with a quantitative genetic model. The mathematical model describes the coevolutionary process of a social signal (a social character) and responsiveness (a social preference) to the signal. The responsiveness is postulated to influence fitness of senders of the signal. Considerations are extended to subdivided population structure by combining the social selection model with a group selection model. The numerical results derived from the models indicate that the evolutionary rate of social communication systems depends largely on genetic correlation between the signal and the responsiveness. Group selection can reinforce the evolutionary rate and relax its dependence on genetic correlation. The origin of genetic correlation is discussed in relation to group selection.     

Towards genomic selection in apple (Malus ×domestica Borkh.) breeding programmes: Prospects, challenges and strategies

The apple genome sequence and the availability of high-throughput genotyping technologies have initiated a new era where SNP markers are abundant across the whole genome. Genomic selection (GS) is a statistical approach that utilizes all available genome-wide markers simultaneously to estimate breeding values or total genetic values. For breeding programmes, GS is a promising alternative to the traditional marker-assisted selection for manipulating complex polygenic traits often controlled by many small-effect genes. Various factors, such as genetic architecture of selection traits, population size and structure, genetic evaluation systems, density of SNP markers and extent of linkage disequilibrium, have been shown to be the key drivers of the accuracy of GS. In this paper, we provide an overview of the status of these aspects in current apple-breeding programmes. Strategies for GS for fruit quality and disease resistance are discussed, and an update on an empirical genomic selection study in a New Zealand apple-breeding programme is provided, along with a foresight of expected accuracy from such selection.