ABSTRACT
Early genome-wide association studies (GWASs) led to the surprising discovery that, for typical complex traits, most of the heritability is due to huge numbers of common variants with tiny effect sizes. Previously, we argued that new models are needed to understand these patterns. Here, we provide a formal model in which genetic contributions to complex traits are partitioned into direct effects from core genes and indirect effects from peripheral genes acting in trans. We propose that most heritability is driven by weak trans-eQTL SNPs, whose effects are mediated through peripheral genes to impact the expression of core genes. In particular, if the core genes for a trait tend to be co-regulated, then the effects of peripheral variation can be amplified such that nearly all of the genetic variance is driven by weak trans effects. Thus, our model proposes a framework for understanding key features of the architecture of complex traits.
Subject(s)
Gene Expression Regulation/genetics , Heredity/genetics , Multifactorial Inheritance/genetics , Databases, Genetic , Gene Expression/genetics , Gene Expression Profiling/methods , Genetic Variation/genetics , Genome-Wide Association Study , Humans , Models, Theoretical , Phenotype , Polymorphism, Genetic/genetics , Quantitative Trait Loci/geneticsABSTRACT
Charles Darwin's Pangenesis theory, which proposed an intercellular mechanism for the flow of hereditary information, is gaining new ground.
Subject(s)
Extracellular Vesicles/genetics , Heredity/genetics , Heredity/physiology , Animals , Biological Evolution , Evolution, Molecular , Humans , Selection, Genetic/genetics , Selection, Genetic/physiologyABSTRACT
Transcriptional memory of gene expression enables adaptation to repeated stimuli across many organisms. However, the regulation and heritability of transcriptional memory in single cells and through divisions remains poorly understood. Here, we combined microfluidics with single-cell live imaging to monitor Saccharomyces cerevisiae galactokinase 1 (GAL1) expression over multiple generations. By applying pedigree analysis, we dissected and quantified the maintenance and inheritance of transcriptional reinduction memory in individual cells through multiple divisions. We systematically screened for loss- and gain-of-memory knockouts to identify memory regulators in thousands of single cells. We identified new loss-of-memory mutants, which affect memory inheritance into progeny. We also unveiled a gain-of-memory mutant, elp6Δ, and suggest that this new phenotype can be mediated through decreased histone occupancy at the GAL1 promoter. Our work uncovers principles of maintenance and inheritance of gene expression states and their regulators at the single-cell level.
Subject(s)
Galactokinase/genetics , Gene Expression Regulation, Fungal/genetics , Transcription, Genetic/genetics , Galactose/metabolism , Gene Expression/genetics , Genes, Fungal/genetics , Heredity/genetics , Histones/metabolism , Promoter Regions, Genetic/genetics , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Single-Cell Analysis/methodsABSTRACT
Mutation or disruption of the SH3 and ankyrin repeat domains 3 (SHANK3) gene represents a highly penetrant, monogenic risk factor for autism spectrum disorder, and is a cause of Phelan-McDermid syndrome. Recent advances in gene editing have enabled the creation of genetically engineered non-human-primate models, which might better approximate the behavioural and neural phenotypes of autism spectrum disorder than do rodent models, and may lead to more effective treatments. Here we report CRISPR-Cas9-mediated generation of germline-transmissible mutations of SHANK3 in cynomolgus macaques (Macaca fascicularis) and their F1 offspring. Genotyping of somatic cells as well as brain biopsies confirmed mutations in the SHANK3 gene and reduced levels of SHANK3 protein in these macaques. Analysis of data from functional magnetic resonance imaging revealed altered local and global connectivity patterns that were indicative of circuit abnormalities. The founder mutants exhibited sleep disturbances, motor deficits and increased repetitive behaviours, as well as social and learning impairments. Together, these results parallel some aspects of the dysfunctions in the SHANK3 gene and circuits, as well as the behavioural phenotypes, that characterize autism spectrum disorder and Phelan-McDermid syndrome.
Subject(s)
Behavior, Animal , Brain/physiopathology , Macaca fascicularis/genetics , Macaca fascicularis/psychology , Mutation , Nerve Tissue Proteins/genetics , Neural Pathways/physiopathology , Animals , Brain/pathology , Eye Movements/genetics , Female , Germ-Line Mutation/genetics , Heredity/genetics , Interpersonal Relations , Magnetic Resonance Imaging , Male , Muscle Tonus/genetics , Neural Pathways/pathology , Sleep/genetics , Vocalization, AnimalABSTRACT
Human gut microbiome composition is shaped by multiple factors but the relative contribution of host genetics remains elusive. Here we examine genotype and microbiome data from 1,046 healthy individuals with several distinct ancestral origins who share a relatively common environment, and demonstrate that the gut microbiome is not significantly associated with genetic ancestry, and that host genetics have a minor role in determining microbiome composition. We show that, by contrast, there are significant similarities in the compositions of the microbiomes of genetically unrelated individuals who share a household, and that over 20% of the inter-person microbiome variability is associated with factors related to diet, drugs and anthropometric measurements. We further demonstrate that microbiome data significantly improve the prediction accuracy for many human traits, such as glucose and obesity measures, compared to models that use only host genetic and environmental data. These results suggest that microbiome alterations aimed at improving clinical outcomes may be carried out across diverse genetic backgrounds.
Subject(s)
Diet/statistics & numerical data , Environment , Family Characteristics , Gastrointestinal Microbiome/genetics , Life Style , Adolescent , Adult , Aged , Aged, 80 and over , Cohort Studies , Female , Gene-Environment Interaction , Glucose/metabolism , Healthy Volunteers , Heredity/genetics , Humans , Israel , Male , Middle Aged , Obesity/metabolism , Phenotype , Polymorphism, Single Nucleotide/genetics , RNA, Bacterial/analysis , RNA, Bacterial/genetics , RNA, Ribosomal, 16S/analysis , Reproducibility of Results , Twin Studies as Topic , Twins/genetics , Young AdultABSTRACT
The discovery of genetic causes of inherited skin disorders has been pivotal to the understanding of epidermal differentiation, function, and renewal. Here we show via exome sequencing that mutations in ASPRV1 (aspartic peptidase retroviral-like 1) cause a dominant Mendelian disorder featuring palmoplantar keratoderma and lamellar ichthyosis, a phenotype that has otherwise been exclusively recessive. ASPRV1 encodes a mammalian-specific and stratified epithelia-specific protease important in processing of filaggrin, a critical component of the uppermost epidermal layer. Three different heterozygous ASPRV1 missense mutations in four unrelated ichthyosis kindreds segregate with disease and disrupt protein residues within close proximity to each other and autocatalytic cleavage sites. Expression of mutant ASPRV1 proteins demonstrates that all three mutations alter ASPRV1 auto-cleavage and filaggrin processing, a function vital to epidermal barrier integrity.
Subject(s)
Aspartic Acid Endopeptidases/genetics , Heredity/genetics , Ichthyosis, Lamellar/genetics , Mutation, Missense/genetics , Skin Diseases/genetics , Filaggrin Proteins , Heterozygote , Humans , Intermediate Filament Proteins/genetics , Phenotype , Exome Sequencing/methodsABSTRACT
The genomes of individuals with severe, undiagnosed developmental disorders are enriched in damaging de novo mutations (DNMs) in developmentally important genes. Here we have sequenced the exomes of 4,293 families containing individuals with developmental disorders, and meta-analysed these data with data from another 3,287 individuals with similar disorders. We show that the most important factors influencing the diagnostic yield of DNMs are the sex of the affected individual, the relatedness of their parents, whether close relatives are affected and the parental ages. We identified 94 genes enriched in damaging DNMs, including 14 that previously lacked compelling evidence of involvement in developmental disorders. We have also characterized the phenotypic diversity among these disorders. We estimate that 42% of our cohort carry pathogenic DNMs in coding sequences; approximately half of these DNMs disrupt gene function and the remainder result in altered protein function. We estimate that developmental disorders caused by DNMs have an average prevalence of 1 in 213 to 1 in 448 births, depending on parental age. Given current global demographics, this equates to almost 400,000 children born per year.
Subject(s)
Developmental Disabilities/genetics , Mutation/genetics , Adolescent , Adult , Autoantigens/genetics , CDC2 Protein Kinase/genetics , Casein Kinase II/genetics , Child , Chromosomal Proteins, Non-Histone , Cohort Studies , DEAD-box RNA Helicases/genetics , DNA-Binding Proteins/genetics , Exome/genetics , Female , Heredity/genetics , Histone-Lysine N-Methyltransferase/genetics , Homeodomain Proteins/genetics , Humans , Male , Mi-2 Nucleosome Remodeling and Deacetylase Complex/genetics , Middle Aged , Myeloid-Lymphoid Leukemia Protein/genetics , Nerve Tissue Proteins/genetics , Parents , Phenotype , Prevalence , Protein Phosphatase 2C/genetics , Repressor Proteins/genetics , Sequence Analysis, DNA , Sex Characteristics , Transcription Factors/genetics , Young Adult , ras GTPase-Activating Proteins/geneticsABSTRACT
What doesit mean to inherit? Debates about the meaning of inheritance are numerous in the history and the present of the biological and the social sciences. While the majority of contributions in this special issue discuss hitherto unthought of molecular mechanisms of biological inheritance, this review explores the contested territory of inheritance from a social science perspective. Specifically, it examines contemporary biological research on epigenetic forms of inheritance in its historical and social contexts. To that end, the review explores what biology itself has been inheriting when it comes to how it considers inheritance conceptually and experimentally. I delineate three particularly important strands of inheritance: inheriting a history of eugenics; inheriting determinist reasoning; and inheriting experimental reductionism. I approach the social and scientific meaning of these inheritances by following scholars such as Donna Haraway and Jacques Derrida, who frame inheritance not as a passive occurrence but as an active process, as a task that must be undertaken by those who inherit. Such a framing raises the question of what it might mean to inherit something responsibly - particularly when what needs to be inherited is not an object but a difficult history. I argue that in order to become 'response-able' to this question, researchers who investigate biological inheritance today must engage these histories critically and review their legacies in present-day research. This is a task biologists might not want to undertake alone, but in interdisciplinary collaboration with social scientists and humanities scholars, in order to mobilize multiple forms of expertise for understanding the complex biosocial processes of human inheritance.
Subject(s)
Heredity/genetics , Social Sciences , HumansABSTRACT
Epigenetic mechanisms of inheritance have come to occupy a prominent place in our understanding of living systems, primarily eukaryotes. There has been considerable and lively discussion of the possible evolutionary significance of transgenerational epigenetic inheritance. One particular type of epigenetic inheritance that has not figured much in general discussions is that based on conformational changes in proteins, where proteins with altered conformations can act as templates to propagate their own structure. An increasing number of such proteins - prions and prion-like - are being discovered. Phenotypes due to the structurally altered proteins are transmitted along with their structures. This review discusses the properties and implications of "classical" amyloid-forming prions, as well as the broader class of proteins with intrinsically disordered domains, which are proving to have fascinating properties that appear to play important roles in cell organisation and function, especially during stress responses.
Subject(s)
Biological Evolution , Epigenesis, Genetic/genetics , Heredity/genetics , Proteins/genetics , HumansABSTRACT
The two primary methods for estimating the genome-wide mutation rate have been counting de novo mutations in parent-offspring trios and comparing sequence data between closely related species. With parent-offspring trio analysis it is difficult to control for genotype error, and resolution is limited because each trio provides information from only two meioses. Inter-species comparison is difficult to calibrate due to uncertainty in the number of meioses separating species, and it can be biased by selection and by changing mutation rates over time. An alternative class of approaches for estimating mutation rates that avoids these limitations is based on identity by descent (IBD) segments that arise from common ancestry within the past few thousand years. Existing IBD-based methods are limited to highly inbred samples, or lack robustness to genotype error and error in the estimated demographic history. We present an IBD-based method that uses sharing of IBD segments among sets of three individuals to estimate the mutation rate. Our method is applicable to accurately phased genotype data, such as parent-offspring trio data phased using Mendelian rules of inheritance. Unlike standard parent-offspring analysis, our method utilizes distant relationships and is robust to genotype error. We apply our method to data from 1,307 European-ancestry individuals in the Framingham Heart Study sequenced by the NHLBI TOPMed project. We obtain an estimate of 1.29 × 10-8 mutations per base pair per meiosis with a 95% confidence interval of [1.02 × 10-8, 1.56 × 10-8].
Subject(s)
Genome, Human/genetics , Mutation/genetics , Genotype , Heredity/genetics , Humans , Meiosis/genetics , Mutation Rate , Pedigree , Polymorphism, Single Nucleotide/geneticsABSTRACT
Methyl-CpG binding protein 2 (MeCP2) has crucial roles in transcriptional regulation and microRNA processing. Mutations in the MECP2 gene are found in 90% of patients with Rett syndrome, a severe developmental disorder with autistic phenotypes. Duplications of MECP2-containing genomic segments cause the MECP2 duplication syndrome, which shares core symptoms with autism spectrum disorders. Although Mecp2-null mice recapitulate most developmental and behavioural defects seen in patients with Rett syndrome, it has been difficult to identify autism-like behaviours in the mouse model of MeCP2 overexpression. Here we report that lentivirus-based transgenic cynomolgus monkeys (Macaca fascicularis) expressing human MeCP2 in the brain exhibit autism-like behaviours and show germline transmission of the transgene. Expression of the MECP2 transgene was confirmed by western blotting and immunostaining of brain tissues of transgenic monkeys. Genomic integration sites of the transgenes were characterized by a deep-sequencing-based method. As compared to wild-type monkeys, MECP2 transgenic monkeys exhibited a higher frequency of repetitive circular locomotion and increased stress responses, as measured by the threat-related anxiety and defensive test. The transgenic monkeys showed less interaction with wild-type monkeys within the same group, and also a reduced interaction time when paired with other transgenic monkeys in social interaction tests. The cognitive functions of the transgenic monkeys were largely normal in the Wisconsin general test apparatus, although some showed signs of stereotypic cognitive behaviours. Notably, we succeeded in generating five F1 offspring of MECP2 transgenic monkeys by intracytoplasmic sperm injection with sperm from one F0 transgenic monkey, showing germline transmission and Mendelian segregation of several MECP2 transgenes in the F1 progeny. Moreover, F1 transgenic monkeys also showed reduced social interactions when tested in pairs, as compared to wild-type monkeys of similar age. Together, these results indicate the feasibility and reliability of using genetically engineered non-human primates to study brain disorders.
Subject(s)
Autistic Disorder/genetics , Autistic Disorder/psychology , Disease Models, Animal , Germ-Line Mutation/genetics , Heredity/genetics , Methyl-CpG-Binding Protein 2/genetics , Methyl-CpG-Binding Protein 2/metabolism , Animals , Animals, Genetically Modified , Anxiety/genetics , Anxiety/psychology , Autistic Disorder/metabolism , Autistic Disorder/physiopathology , Brain/metabolism , Cognition/physiology , Female , Humans , Locomotion/genetics , Locomotion/physiology , Macaca fascicularis , Male , Phenotype , Social Behavior , Sperm Injections, Intracytoplasmic , Transgenes/geneticsABSTRACT
Telomere length (TL) predicts health and survival across taxa. Variation in TL between individuals is thought to be largely of genetic origin, but telomere inheritance is unusual, because zygotes already express a TL phenotype, the TL of the parental gametes. Offspring TL changes with paternal age in many species including humans, presumably through age-related TL changes in sperm, suggesting an epigenetic inheritance mechanism. However, present evidence is based on cross-sectional analyses, and age at reproduction is confounded with between-father variation in TL. Furthermore, the quantitative importance of epigenetic TL inheritance is unknown. Using longitudinal data of free-living jackdaws Corvus monedula, we show that erythrocyte TL of subsequent offspring decreases with parental age within individual fathers, but not mothers. By cross-fostering eggs, we confirmed the paternal age effect to be independent of paternal age dependent care. Epigenetic inheritance accounted for a minimum of 34% of the variance in offspring TL that was explained by paternal TL. This is a minimum estimate, because it ignores the epigenetic component in paternal TL variation and sperm TL heterogeneity within ejaculates. Our results indicate an important epigenetic component in the heritability of TL with potential consequences for offspring fitness prospects.
Subject(s)
Animals, Wild/genetics , Birds/genetics , Epigenesis, Genetic/genetics , Heredity/genetics , Telomere/genetics , Animals , Cross-Sectional Studies , Epigenomics/methods , Fathers , Female , Male , Paternal Age , Reproduction/genetics , Spermatozoa/physiologyABSTRACT
Here a wide distribution of meiotic machinery is shown, indicating the occurrence of sexual processes in all major eukaryotic groups, without exceptions, including the putative "asexuals." Meiotic machinery has evolved from archaeal DNA repair machinery by means of ancestral gene duplications. Sex is very conserved and widespread in eukaryotes, even though its evolutionary importance is still a matter of debate. The main processes in sex are plasmogamy, followed by karyogamy and meiosis. Meiosis is fundamentally a chromosomal process, which implies recombination and ploidy reduction. Several eukaryotic lineages are proposed to be asexual because their sexual processes are never observed, but presumed asexuality correlates with lack of study. The authors stress the complete lack of meiotic proteins in nucleomorphs and their almost complete loss in the fungus Malassezia. Inversely, complete sets of meiotic proteins are present in fungal groups Glomeromycotina, Trichophyton, and Cryptococcus. Endosymbiont Perkinsela and endoparasitic Microsporidia also present meiotic proteins.
Subject(s)
Eukaryota/genetics , Meiosis/genetics , Sex , Biological Evolution , Cell Cycle Proteins/genetics , Chromosomes/genetics , DNA Repair/genetics , Heredity/genetics , Life Cycle Stages/genetics , Phylogeny , Ploidies , Recombination, Genetic , Reproduction/genetics , Reproduction, Asexual/geneticsABSTRACT
Renal agenesis and hypodysplasia (RHD) are major causes of pediatric chronic kidney disease and are highly genetically heterogeneous. We conducted whole-exome sequencing in 202 case subjects with RHD and identified diagnostic mutations in genes known to be associated with RHD in 7/202 case subjects. In an additional affected individual with RHD and a congenital heart defect, we found a homozygous loss-of-function (LOF) variant in SLIT3, recapitulating phenotypes reported with Slit3 inactivation in the mouse. To identify genes associated with RHD, we performed an exome-wide association study with 195 unresolved case subjects and 6,905 control subjects. The top signal resided in GREB1L, a gene implicated previously in Hoxb1 and Shha signaling in zebrafish. The significance of the association, which was p = 2.0 × 10-5 for novel LOF, increased to p = 4.1 × 10-6 for LOF and deleterious missense variants combined, and augmented further after accounting for segregation and de novo inheritance of rare variants (joint p = 2.3 × 10-7). Finally, CRISPR/Cas9 disruption or knockdown of greb1l in zebrafish caused specific pronephric defects, which were rescued by wild-type human GREB1L mRNA, but not mRNA containing alleles identified in case subjects. Together, our study provides insight into the genetic landscape of kidney malformations in humans, presents multiple candidates, and identifies SLIT3 and GREB1L as genes implicated in the pathogenesis of RHD.
Subject(s)
Congenital Abnormalities/genetics , Exome/genetics , Kidney Diseases/congenital , Kidney/abnormalities , Mutation/genetics , Neoplasm Proteins/genetics , Alleles , Animals , Case-Control Studies , Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Female , Genetic Heterogeneity , Genome-Wide Association Study/methods , Genotype , Heredity/genetics , Homozygote , Humans , Kidney Diseases/genetics , Male , Membrane Proteins/genetics , Mice , Phenotype , RNA, Long Noncoding/genetics , Urinary Tract/abnormalities , Urogenital Abnormalities/genetics , ZebrafishSubject(s)
Gene Editing/ethics , Gene Editing/legislation & jurisprudence , Germ-Line Mutation/genetics , Heredity/genetics , International Cooperation/legislation & jurisprudence , Embryo, Mammalian/metabolism , Female , Fertilization in Vitro , Gene Pool , Genetic Predisposition to Disease , Humans , Male , Morals , Ovum/metabolism , Risk Assessment , Social Change , Spermatozoa/metabolismABSTRACT
This study was conducted to describe the major and the minor rDNA chromosome distribution in the spined loach Cobitis taenia (2n = 48) and the Danubian loach Cobitis elongatoides (2n = 50), and their laboratory-produced diploid reciprocal F1 hybrid progeny. It was tested by fluorescence in situ hybridisation (FISH) whether the number of 28s and 5s rDNA sites in the karyotypes of diploid hybrids corresponds to the expectations resulting from Mendelian ratio and if nucleolar organiser regions (NOR)were inherited from both parents or nucleolar dominance can be observed in the induced F1 hybrid progeny. Ten (females) or twelve (males) 28s rDNA loci were located in nine uniarm chromosomes of C. taenia. Two of such loci terminally bounded on one acrocentric chromosome were unique and indicated as specific for this species. Large 5s rDNA clusters were located on two acrocentric chromosomes. In C. elongatoides of both sexes, six NOR sites in terminal regions on six meta-submetacentric chromosomes and two 5s rDNA sites on large submetacentrics were detected. The F1 hybrid progeny (2n = 49) was characterised by the intermediate karyotype with the sites of ribosome synthesis on chromosomes inherited from both parents without showing nucleolar dominance. 5s rDNA sites were detected on large submetacentric and two acrocentric chromosomes. The observed number of both 28s and 5s rDNAs signals in F1 diploid Cobitis hybrids was disproportionally inherited from the two parental species, showing inconsistency with the Mendelian ratios. The presented rDNA patterns indicate some marker chromosomes that allow the species of the parental male and female to be recognised in hybrid progeny. The 5s rDNA was found to be a particularly effective diagnostic marker of C. elongatoides to partially discern genomic composition of diploid Cobitis hybrids and presumably allopolyploids resulting from their backcrossing with one of the parental species. Thus, the current study provides insight into the extent of rDNA heredity in Cobitis chromosomes and their cytotaxonomic character.
Subject(s)
Cypriniformes/genetics , Heredity/genetics , RNA, Ribosomal, 28S/genetics , RNA, Ribosomal, 5S/genetics , Animals , Biomarkers , Chimera , Chromosomes , DNA, Ribosomal , Diploidy , Female , In Situ Hybridization, Fluorescence , Karyotype , MaleABSTRACT
The use of herbicides is an effective and economic way to control weeds, but their availability for rapeseed is limited due to the shortage of herbicide-resistant cultivars in China. The single-point mutation in the acetohydroxyacid synthase (AHAS) gene can lead to AHAS-inhibiting herbicide resistance. In this study, the inheritance and molecular characterization of the tribenuron-methyl (TBM)-resistant rapeseed (Brassica napus L.) mutant, K5, are performed. Results indicated that TBM-resistance of K5 was controlled by one dominant allele at a single nuclear gene locus. The novel substitution of cytosine with thymine at position 544 in BnAHAS1 was identified in K5, leading to the alteration of proline with serine at position 182 in BnAHAS1. The TBM-resistance of K5 was approximately 100 times that of its wild-type ZS9, and K5 also showed cross-resistance to bensufuron-methyl and monosulfuron-ester sodium. The BnAHAS1544T transgenic Arabidopsis exhibited higher TBM-resistance than that of its wild-type, which confirmed that BnAHAS1544T was responsible for the herbicide resistance of K5. Simultaneously, an allele-specific marker was developed to quickly distinguish the heterozygous and homozygous mutated alleles BnAHAS1544T. In addition, a method for the fast screening of TBM-resistant plants at the cotyledon stage was developed. Our research identified and molecularly characterized one novel mutative AHAS allele in B. napus and laid a foundation for developing herbicide-resistant rapeseed cultivars.
Subject(s)
Acetolactate Synthase/genetics , Acetolactate Synthase/metabolism , Brassica napus/drug effects , Brassica napus/genetics , Herbicide Resistance/genetics , Herbicide Resistance/physiology , Herbicides/pharmacology , Heredity/genetics , Alleles , Arabidopsis/genetics , Arylsulfonates , Plant Proteins/genetics , Plants, Genetically Modified , Point Mutation , Pyrimidines/pharmacology , Sulfonylurea Compounds/pharmacologyABSTRACT
One goal of human genetics is to understand the genetic basis of disease, a challenge for diseases of complex inheritance because risk alleles are few relative to the vast set of benign variants. Risk variants are often sought by association studies in which allele frequencies in case subjects are contrasted with those from population-based samples used as control subjects. In an ideal world we would know population-level allele frequencies, releasing researchers to focus on case subjects. We argue this ideal is possible, at least theoretically, and we outline a path to achieving it in reality. If such a resource were to exist, it would yield ample savings and would facilitate the effective use of data repositories by removing administrative and technical barriers. We call this concept the Universal Control Repository Network (UNICORN), a means to perform association analyses without necessitating direct access to individual-level control data. Our approach to UNICORN uses existing genetic resources and various statistical tools to analyze these data, including hierarchical clustering with spectral analysis of ancestry; and empirical Bayesian analysis along with Gaussian spatial processes to estimate ancestry-specific allele frequencies. We demonstrate our approach using tens of thousands of control subjects from studies of Crohn disease, showing how it controls false positives, provides power similar to that achieved when all control data are directly accessible, and enhances power when control data are limiting or even imperfectly matched ancestrally. These results highlight how UNICORN can enable reliable, powerful, and convenient genetic association analyses without access to the individual-level data.
Subject(s)
Disease/genetics , Genetic Predisposition to Disease , Genetics, Population , Heredity/genetics , Bayes Theorem , Case-Control Studies , Gene Frequency , Genetic Linkage , Genotype , Humans , Polymorphism, Single Nucleotide/genetics , SoftwareABSTRACT
PURPOSE: Establishing links between Mendelian phenotypes and genes enables the proper interpretation of variants therein. Autozygome, a rich source of homozygous variants, has been successfully utilized for the high throughput identification of novel autosomal recessive disease genes. Here, we highlight the utility of the autozygome for the high throughput confirmation of previously published tentative links to diseases. METHODS: Autozygome and exome analysis of patients with suspected Mendelian phenotypes. All variants were classified according to the American College of Medical Genetics and Genomics guidelines. RESULTS: We highlight 30 published candidate genes (ACTL6B, ADAM22, AGTPBP1, APC, C12orf4, C3orf17 (NEPRO), CENPF, CNPY3, COL27A1, DMBX1, FUT8, GOLGA2, KIAA0556, LENG8, MCIDAS, MTMR9, MYH11, QRSL1, RUBCN, SLC25A42, SLC9A1, TBXT, TFG, THUMPD1, TRAF3IP2, UFC1, UFM1, WDR81, XRCC2, ZAK) in which we identified homozygous likely deleterious variants in patients with compatible phenotypes. We also identified homozygous likely deleterious variants in 18 published candidate genes (ABCA2, ARL6IP1, ATP8A2, CDK9, CNKSR1, DGAT1, DMXL2, GEMIN4, HCN2, HCRT, MYO9A, PARS2, PLOD3, PREPL, SCLT1, STX3, TXNRD2, WIPI2) although the associated phenotypes are sufficiently different from the original reports that they represent phenotypic expansion or potentially distinct allelic disorders. CONCLUSIONS: Our results should facilitate the timely relabeling of these candidate disease genes in relevant databases to improve the yield of clinical genomic sequencing.
Subject(s)
Disease/genetics , Genomics/methods , Sequence Analysis, DNA/methods , Biological Variation, Population/genetics , Child , Child, Preschool , Diagnosis , Diagnostic Techniques and Procedures , Female , Genetic Testing/standards , Genetic Variation , Genotype , Heredity/genetics , High-Throughput Nucleotide Sequencing/methods , Homozygote , Humans , Infant , Infant, Newborn , Male , Mutation , PhenotypeABSTRACT
We recount the basic observations about doubly uniparental inheritance (DUI) of mtDNA in bivalvian mollusks with an emphasis on those that were obtained from work in Mytilus and appeared after the review by Zouros (Evol Biol 40:1-31, 2013). Using this information, we present a new model about DUI that is a revised version of previously suggested models. The model can be summarized as follows. A Mytilus female either provides its eggs with the "masculinizing" factor S and the "sperm mitochondria binding" factor Z, or it does not. This property of the female is determined by two nuclear genes, S and Z, that are always in the on/on or the off/off phase. In fertilized eggs without factors S and Z the embryo develops into a female and the sperm mitochondria are randomly dispersed among cells following development. In fertilized eggs with factors S and Z, the first factor causes the cell to become eventually sperm and the second causes the sperm mitochondria to aggregate and anchor to the nuclear membrane by binding to a specific motif of the sperm-derived mtDNA. Factors S and Z are continuously co-synthesized and co-localized in the cell line from the egg to the sperm. The sperm mitochondria of the aggregate escape the mechanism that eliminates the cell's mitochondria before the formation of the sperm. The rescued mitochondria are subsequently packed into five mega-mitochondria in the sperm and are delivered in the egg.