RESUMO
BACKGROUND: Exome sequencing in hundreds of thousands of persons may enable the identification of rare protein-coding genetic variants associated with protection from human diseases like liver cirrhosis, providing a strategy for the discovery of new therapeutic targets. METHODS: We performed a multistage exome sequencing and genetic association analysis to identify genes in which rare protein-coding variants were associated with liver phenotypes. We conducted in vitro experiments to further characterize associations. RESULTS: The multistage analysis involved 542,904 persons with available data on liver aminotransferase levels, 24,944 patients with various types of liver disease, and 490,636 controls without liver disease. We found that rare coding variants in APOB, ABCB4, SLC30A10, and TM6SF2 were associated with increased aminotransferase levels and an increased risk of liver disease. We also found that variants in CIDEB, which encodes a structural protein found in hepatic lipid droplets, had a protective effect. The burden of rare predicted loss-of-function variants plus missense variants in CIDEB (combined carrier frequency, 0.7%) was associated with decreased alanine aminotransferase levels (beta per allele, -1.24 U per liter; 95% confidence interval [CI], -1.66 to -0.83; P = 4.8×10-9) and with 33% lower odds of liver disease of any cause (odds ratio per allele, 0.67; 95% CI, 0.57 to 0.79; P = 9.9×10-7). Rare coding variants in CIDEB were associated with a decreased risk of liver disease across different underlying causes and different degrees of severity, including cirrhosis of any cause (odds ratio per allele, 0.50; 95% CI, 0.36 to 0.70). Among 3599 patients who had undergone bariatric surgery, rare coding variants in CIDEB were associated with a decreased nonalcoholic fatty liver disease activity score (beta per allele in score units, -0.98; 95% CI, -1.54 to -0.41 [scores range from 0 to 8, with higher scores indicating more severe disease]). In human hepatoma cell lines challenged with oleate, CIDEB small interfering RNA knockdown prevented the buildup of large lipid droplets. CONCLUSIONS: Rare germline mutations in CIDEB conferred substantial protection from liver disease. (Funded by Regeneron Pharmaceuticals.).
Assuntos
Proteínas Reguladoras de Apoptose , Mutação em Linhagem Germinativa , Hepatopatias , Proteínas Reguladoras de Apoptose/genética , Proteínas Reguladoras de Apoptose/metabolismo , Predisposição Genética para Doença/genética , Predisposição Genética para Doença/prevenção & controle , Humanos , Fígado/metabolismo , Hepatopatias/genética , Hepatopatias/metabolismo , Hepatopatias/prevenção & controle , Transaminases/genética , Sequenciamento do ExomaRESUMO
Less than half of human zygotes survive to birth, primarily due to aneuploidies of meiotic or mitotic origin. Mitotic errors generate chromosomal mosaicism, defined by multiple cell lineages with distinct chromosome complements. The incidence and impacts of mosaicism in human embryos remain controversial, with most previous studies based on bulk DNA assays or comparisons of multiple biopsies of few embryonic cells. Single-cell genomic data provide an opportunity to quantify mosaicism on an embryo-wide scale. To this end, we extended an approach to infer aneuploidies based on dosage-associated changes in gene expression by integrating signatures of allelic imbalance. We applied this method to published single-cell RNA sequencing data from 74 human embryos, spanning the morula to blastocyst stages. Our analysis revealed widespread mosaic aneuploidies, with 59 of 74 (80%) embryos harboring at least one putative aneuploid cell (1% FDR). By clustering copy number calls, we reconstructed histories of chromosome segregation, inferring that 55 (74%) embryos possessed mitotic aneuploidies and 23 (31%) embryos possessed meiotic aneuploidies. We found no significant enrichment of aneuploid cells in the trophectoderm compared to the inner cell mass, although we do detect such enrichment in data from later postimplantation stages. Finally, we observed that aneuploid cells up-regulate immune response genes and down-regulate genes involved in proliferation, metabolism, and protein processing, consistent with stress responses documented in other stages and systems. Together, our work provides a high-resolution view of aneuploidy in preimplantation embryos, and supports the conclusion that low-level mosaicism is a common feature of early human development.
Assuntos
Aneuploidia , Embrião de Mamíferos/embriologia , Desenvolvimento Embrionário/genética , Mosaicismo , Análise de Célula Única/métodos , Algoritmos , Alelos , Desequilíbrio Alélico , Feminino , Regulação da Expressão Gênica no Desenvolvimento , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Modelos Biológicos , Especificidade de Órgãos , Gravidez , RNA Citoplasmático Pequeno/genética , Análise de Sequência de RNARESUMO
In this study, we leveraged the combined evidence of rare coding variants and common alleles to identify therapeutic targets for osteoporosis. We undertook a large-scale multiancestry exome-wide association study for estimated bone mineral density, which showed that the burden of rare coding alleles in 19 genes was associated with estimated bone mineral density (P < 3.6 × 10-7). These genes were highly enriched for a set of known causal genes for osteoporosis (65-fold; P = 2.5 × 10-5). Exome-wide significant genes had 96-fold increased odds of being the top ranked effector gene at a given GWAS locus (P = 1.8 × 10-10). By integrating proteomics Mendelian randomization evidence, we prioritized CD109 (cluster of differentiation 109) as a gene for which heterozygous loss of function is associated with higher bone density. CRISPR-Cas9 editing of CD109 in SaOS-2 osteoblast-like cell lines showed that partial CD109 knockdown led to increased mineralization. This study demonstrates that the convergence of common and rare variants, proteomics and CRISPR can highlight new bone biology to guide therapeutic development.
Assuntos
Predisposição Genética para Doença , Osteoporose , Humanos , Sequenciamento do Exoma , Osteoporose/genética , Densidade Óssea/genética , Alelos , Fatores de Transcrição/genética , Estudo de Associação Genômica AmplaRESUMO
We evaluated whether markers of economic empowerment are associated with a tolerant attitude toward spousal physical violence (SPV) among employed married women in Nigeria. Cross-sectional analyses of responses to the 2013 Nigeria Demographic Health Survey by a nationally representative sample of 3,999 women aged 15 to 49 years who reported being employed and married. Tolerance for SPV was defined as supporting statements with justifications for wife-beating. Logistic regression assessed the associations of reporting tolerance for SPV with educational attainment and interspousal equivalency in income, controlling for previous exposure to domestic abuse. The prevalence of tolerance for SPV among the sample was 37%. Women with tertiary education had lower odds of tolerance for SPV relative to their counterparts without formal education (adjusted odds ratio [aOR] = 0.22, 95% confidence interval [CI] = [0.12, 0.40], p < .0001). Compared with women with similar income levels as their partners, women who either earned more (aOR = 2.77, 95% CI = [1.36, 5.62], p = .005) or earned less income relative to their spouses (aOR = 1.93, 95% CI = [1.14, 3.26], p = .02) had higher odds of tolerance for SPV. Odds of tolerance for SPV were also higher among women reporting previous spousal abuse than among their counterparts without such a history (aOR = 1.55, 95% CI = [1.14, 2.12], p = .006). A history of nonspousal abuse was associated with lower odds of tolerance for SPV (aOR = 0.56, 95% CI = [0.37, 0.84], p = .005). Lower educational attainment and interspousal differences in income may contribute to tolerance of SPV. Efforts to increase economic empowerment should be combined with education to recognize cultural norms that foster SPV and build skills to exit violent relationships.
Assuntos
Violência Doméstica , Maus-Tratos Conjugais , Estudos Transversais , Empoderamento , Feminino , Humanos , Masculino , Casamento , PrevalênciaRESUMO
Body fat distribution is a major, heritable risk factor for cardiometabolic disease, independent of overall adiposity. Using exome-sequencing in 618,375 individuals (including 160,058 non-Europeans) from the UK, Sweden and Mexico, we identify 16 genes associated with fat distribution at exome-wide significance. We show 6-fold larger effect for fat-distribution associated rare coding variants compared with fine-mapped common alleles, enrichment for genes expressed in adipose tissue and causal genes for partial lipodystrophies, and evidence of sex-dimorphism. We describe an association with favorable fat distribution (p = 1.8 × 10-09), favorable metabolic profile and protection from type 2 diabetes (~28% lower odds; p = 0.004) for heterozygous protein-truncating mutations in INHBE, which encodes a circulating growth factor of the activin family, highly and specifically expressed in hepatocytes. Our results suggest that inhibin ßE is a liver-expressed negative regulator of adipose storage whose blockade may be beneficial in fat distribution-associated metabolic disease.
Assuntos
Diabetes Mellitus Tipo 2 , Subunidades beta de Inibinas/genética , Tecido Adiposo , Adiposidade/genética , Diabetes Mellitus Tipo 2/genética , Exoma/genética , Humanos , MutaçãoRESUMO
Genome-wide association studies (GWAS) have identified genetic variants at 34 loci contributing to age-related macular degeneration (AMD)1-3. We generated transcriptional profiles of postmortem retinas from 453 controls and cases at distinct stages of AMD and integrated retinal transcriptomes, covering 13,662 protein-coding and 1,462 noncoding genes, with genotypes at more than 9 million common SNPs for expression quantitative trait loci (eQTL) analysis of a tissue not included in Genotype-Tissue Expression (GTEx) and other large datasets4,5. Cis-eQTL analysis identified 10,474 genes under genetic regulation, including 4,541 eQTLs detected only in the retina. Integrated analysis of AMD-GWAS with eQTLs ascertained likely target genes at six reported loci. Using transcriptome-wide association analysis (TWAS), we identified three additional genes, RLBP1, HIC1 and PARP12, after Bonferroni correction. Our studies expand the genetic landscape of AMD and establish the Eye Genotype Expression (EyeGEx) database as a resource for post-GWAS interpretation of multifactorial ocular traits.
Assuntos
Predisposição Genética para Doença/genética , Degeneração Macular/genética , Locos de Características Quantitativas/genética , Transcriptoma/genética , Estudos de Casos e Controles , Perfilação da Expressão Gênica/métodos , Regulação da Expressão Gênica/genética , Estudo de Associação Genômica Ampla/métodos , Genótipo , Humanos , Fenótipo , Polimorfismo de Nucleotídeo Único/genética , Retina/fisiopatologiaRESUMO
In the version of this article initially published, in Supplementary Data 5, the logFC, FC, P value and adjusted P value for advanced AMD versus control (DE 4/1) without age correction did not correspond to the correct gene IDs. The errors have been corrected in the HTML version of the article.