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1.
Annu Rev Immunol ; 35: 1-30, 2017 04 26.
Article in English | MEDLINE | ID: mdl-27912315

ABSTRACT

Genome technologies have defined a complex genetic architecture in major infectious, inflammatory, and autoimmune disorders. High density marker arrays and Immunochips have powered genome-wide association studies (GWAS) that have mapped nearly 450 genetic risk loci in 22 major inflammatory diseases, including a core of common genes that play a central role in pathological inflammation. Whole-exome and whole-genome sequencing have identified more than 265 genes in which mutations cause primary immunodeficiencies and rare forms of severe inflammatory bowel disease. Combined analysis of inflammatory disease GWAS and primary immunodeficiencies point to shared proteins and pathways that are required for immune cell development and protection against infections and are also associated with pathological inflammation. Finally, sequencing of chromatin immunoprecipitates containing specific transcription factors, with parallel RNA sequencing, has charted epigenetic regulation of gene expression by proinflammatory transcription factors in immune cells, providing complementary information to characterize morbid genes at infectious and inflammatory disease loci.


Subject(s)
Autoimmune Diseases/genetics , Immunologic Deficiency Syndromes/genetics , Infections/genetics , Inflammation/genetics , Vaccines/immunology , Animals , Epigenesis, Genetic , Exome/genetics , Genetic Association Studies , Genetic Predisposition to Disease , Genome-Wide Association Study , High-Throughput Nucleotide Sequencing , Humans , Immunity/genetics , Infections/immunology , Risk
2.
Cell ; 187(9): 2336-2341.e5, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38582080

ABSTRACT

The Genome Aggregation Database (gnomAD), widely recognized as the gold-standard reference map of human genetic variation, has largely overlooked tandem repeat (TR) expansions, despite the fact that TRs constitute ∼6% of our genome and are linked to over 50 human diseases. Here, we introduce the TR-gnomAD (https://wlcb.oit.uci.edu/TRgnomAD), a biobank-scale reference of 0.86 million TRs derived from 338,963 whole-genome sequencing (WGS) samples of diverse ancestries (39.5% non-European samples). TR-gnomAD offers critical insights into ancestry-specific disease prevalence using disparities in TR unit number frequencies among ancestries. Moreover, TR-gnomAD is able to differentiate between common, presumably benign TR expansions, which are prevalent in TR-gnomAD, from those potentially pathogenic TR expansions, which are found more frequently in disease groups than within TR-gnomAD. Together, TR-gnomAD is an invaluable resource for researchers and physicians to interpret TR expansions in individuals with genetic diseases.


Subject(s)
Genome, Human , Tandem Repeat Sequences , Humans , Tandem Repeat Sequences/genetics , Whole Genome Sequencing , Databases, Genetic , DNA Repeat Expansion/genetics , Genome-Wide Association Study
3.
Cell ; 185(23): 4409-4427.e18, 2022 11 10.
Article in English | MEDLINE | ID: mdl-36368308

ABSTRACT

Fully understanding autism spectrum disorder (ASD) genetics requires whole-genome sequencing (WGS). We present the latest release of the Autism Speaks MSSNG resource, which includes WGS data from 5,100 individuals with ASD and 6,212 non-ASD parents and siblings (total n = 11,312). Examining a wide variety of genetic variants in MSSNG and the Simons Simplex Collection (SSC; n = 9,205), we identified ASD-associated rare variants in 718/5,100 individuals with ASD from MSSNG (14.1%) and 350/2,419 from SSC (14.5%). Considering genomic architecture, 52% were nuclear sequence-level variants, 46% were nuclear structural variants (including copy-number variants, inversions, large insertions, uniparental isodisomies, and tandem repeat expansions), and 2% were mitochondrial variants. Our study provides a guidebook for exploring genotype-phenotype correlations in families who carry ASD-associated rare variants and serves as an entry point to the expanded studies required to dissect the etiology in the ∼85% of the ASD population that remain idiopathic.


Subject(s)
Autism Spectrum Disorder , Autistic Disorder , Humans , Autism Spectrum Disorder/genetics , Genetic Predisposition to Disease , DNA Copy Number Variations/genetics , Genomics
4.
Cell ; 185(18): 3426-3440.e19, 2022 09 01.
Article in English | MEDLINE | ID: mdl-36055201

ABSTRACT

The 1000 Genomes Project (1kGP) is the largest fully open resource of whole-genome sequencing (WGS) data consented for public distribution without access or use restrictions. The final, phase 3 release of the 1kGP included 2,504 unrelated samples from 26 populations and was based primarily on low-coverage WGS. Here, we present a high-coverage 3,202-sample WGS 1kGP resource, which now includes 602 complete trios, sequenced to a depth of 30X using Illumina. We performed single-nucleotide variant (SNV) and short insertion and deletion (INDEL) discovery and generated a comprehensive set of structural variants (SVs) by integrating multiple analytic methods through a machine learning model. We show gains in sensitivity and precision of variant calls compared to phase 3, especially among rare SNVs as well as INDELs and SVs spanning frequency spectrum. We also generated an improved reference imputation panel, making variants discovered here accessible for association studies.


Subject(s)
Genome, Human , Whole Genome Sequencing , Female , High-Throughput Nucleotide Sequencing/methods , Humans , INDEL Mutation , Male , Polymorphism, Single Nucleotide
5.
Cell ; 184(8): 2239-2254.e39, 2021 04 15.
Article in English | MEDLINE | ID: mdl-33831375

ABSTRACT

Intra-tumor heterogeneity (ITH) is a mechanism of therapeutic resistance and therefore an important clinical challenge. However, the extent, origin, and drivers of ITH across cancer types are poorly understood. To address this, we extensively characterize ITH across whole-genome sequences of 2,658 cancer samples spanning 38 cancer types. Nearly all informative samples (95.1%) contain evidence of distinct subclonal expansions with frequent branching relationships between subclones. We observe positive selection of subclonal driver mutations across most cancer types and identify cancer type-specific subclonal patterns of driver gene mutations, fusions, structural variants, and copy number alterations as well as dynamic changes in mutational processes between subclonal expansions. Our results underline the importance of ITH and its drivers in tumor evolution and provide a pan-cancer resource of comprehensively annotated subclonal events from whole-genome sequencing data.


Subject(s)
Genetic Heterogeneity , Neoplasms/genetics , DNA Copy Number Variations , DNA, Neoplasm/chemistry , DNA, Neoplasm/metabolism , Databases, Genetic , Drug Resistance, Neoplasm/genetics , Humans , Neoplasms/pathology , Polymorphism, Single Nucleotide , Whole Genome Sequencing
6.
Cell ; 184(13): 3426-3437.e8, 2021 06 24.
Article in English | MEDLINE | ID: mdl-33991487

ABSTRACT

We identified an emerging severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variant by viral whole-genome sequencing of 2,172 nasal/nasopharyngeal swab samples from 44 counties in California, a state in the western United States. Named B.1.427/B.1.429 to denote its two lineages, the variant emerged in May 2020 and increased from 0% to >50% of sequenced cases from September 2020 to January 2021, showing 18.6%-24% increased transmissibility relative to wild-type circulating strains. The variant carries three mutations in the spike protein, including an L452R substitution. We found 2-fold increased B.1.427/B.1.429 viral shedding in vivo and increased L452R pseudovirus infection of cell cultures and lung organoids, albeit decreased relative to pseudoviruses carrying the N501Y mutation common to variants B.1.1.7, B.1.351, and P.1. Antibody neutralization assays revealed 4.0- to 6.7-fold and 2.0-fold decreases in neutralizing titers from convalescent patients and vaccine recipients, respectively. The increased prevalence of a more transmissible variant in California exhibiting decreased antibody neutralization warrants further investigation.


Subject(s)
Antibodies, Neutralizing/immunology , COVID-19/immunology , COVID-19/transmission , SARS-CoV-2/genetics , Spike Glycoprotein, Coronavirus/immunology , Antibodies, Monoclonal/immunology , Antibodies, Viral/immunology , Humans , Mutation/genetics , Whole Genome Sequencing/methods
7.
Cell ; 179(3): 736-749.e15, 2019 10 17.
Article in English | MEDLINE | ID: mdl-31626772

ABSTRACT

Underrepresentation of Asian genomes has hindered population and medical genetics research on Asians, leading to population disparities in precision medicine. By whole-genome sequencing of 4,810 Singapore Chinese, Malays, and Indians, we found 98.3 million SNPs and small insertions or deletions, over half of which are novel. Population structure analysis demonstrated great representation of Asian genetic diversity by three ethnicities in Singapore and revealed a Malay-related novel ancestry component. Furthermore, demographic inference suggested that Malays split from Chinese ∼24,800 years ago and experienced significant admixture with East Asians ∼1,700 years ago, coinciding with the Austronesian expansion. Additionally, we identified 20 candidate loci for natural selection, 14 of which harbored robust associations with complex traits and diseases. Finally, we show that our data can substantially improve genotype imputation in diverse Asian and Oceanian populations. These results highlight the value of our data as a resource to empower human genetics discovery across broad geographic regions.


Subject(s)
Genetics, Population , Genome, Human/genetics , Selection, Genetic , Whole Genome Sequencing , Asian People/genetics , Female , Genotype , Humans , Malaysia/epidemiology , Male , Polymorphism, Single Nucleotide/genetics , Singapore/epidemiology
8.
Cell ; 174(3): 758-769.e9, 2018 07 26.
Article in English | MEDLINE | ID: mdl-30033370

ABSTRACT

While mutations affecting protein-coding regions have been examined across many cancers, structural variants at the genome-wide level are still poorly defined. Through integrative deep whole-genome and -transcriptome analysis of 101 castration-resistant prostate cancer metastases (109X tumor/38X normal coverage), we identified structural variants altering critical regulators of tumorigenesis and progression not detectable by exome approaches. Notably, we observed amplification of an intergenic enhancer region 624 kb upstream of the androgen receptor (AR) in 81% of patients, correlating with increased AR expression. Tandem duplication hotspots also occur near MYC, in lncRNAs associated with post-translational MYC regulation. Classes of structural variations were linked to distinct DNA repair deficiencies, suggesting their etiology, including associations of CDK12 mutation with tandem duplications, TP53 inactivation with inverted rearrangements and chromothripsis, and BRCA2 inactivation with deletions. Together, these observations provide a comprehensive view of how structural variations affect critical regulators in metastatic prostate cancer.


Subject(s)
Genomic Structural Variation/genetics , Prostatic Neoplasms/genetics , Aged , Aged, 80 and over , BRCA2 Protein/metabolism , Cyclin-Dependent Kinases/metabolism , DNA Copy Number Variations , Exome , Gene Expression Profiling/methods , Genomics/methods , Humans , Male , Middle Aged , Mutation , Neoplasm Metastasis/genetics , Proto-Oncogene Proteins c-myc/genetics , Proto-Oncogene Proteins c-myc/metabolism , Receptors, Androgen/genetics , Receptors, Androgen/metabolism , Tandem Repeat Sequences/genetics , Tumor Suppressor Protein p53/metabolism , Whole Genome Sequencing/methods
9.
Cell ; 174(2): 433-447.e19, 2018 07 12.
Article in English | MEDLINE | ID: mdl-29909985

ABSTRACT

Nearly all prostate cancer deaths are from metastatic castration-resistant prostate cancer (mCRPC), but there have been few whole-genome sequencing (WGS) studies of this disease state. We performed linked-read WGS on 23 mCRPC biopsy specimens and analyzed cell-free DNA sequencing data from 86 patients with mCRPC. In addition to frequent rearrangements affecting known prostate cancer genes, we observed complex rearrangements of the AR locus in most cases. Unexpectedly, these rearrangements include highly recurrent tandem duplications involving an upstream enhancer of AR in 70%-87% of cases compared with <2% of primary prostate cancers. A subset of cases displayed AR or MYC enhancer duplication in the context of a genome-wide tandem duplicator phenotype associated with CDK12 inactivation. Our findings highlight the complex genomic structure of mCRPC, nominate alterations that may inform prostate cancer treatment, and suggest that additional recurrent events in the non-coding mCRPC genome remain to be discovered.


Subject(s)
Prostatic Neoplasms, Castration-Resistant/pathology , Receptors, Androgen/genetics , Whole Genome Sequencing , Aged , Anilides/therapeutic use , Cyclin-Dependent Kinases/genetics , Cyclin-Dependent Kinases/metabolism , Enhancer Elements, Genetic/genetics , Gene Duplication , Gene Rearrangement , Genes, myc , Genetic Loci , Haplotypes , Humans , Male , Middle Aged , Neoplasm Metastasis , PTEN Phosphohydrolase/genetics , Phenotype , Prostate-Specific Antigen/blood , Prostatic Neoplasms, Castration-Resistant/drug therapy , Prostatic Neoplasms, Castration-Resistant/genetics , Protein Kinase Inhibitors/therapeutic use , Pyridines/therapeutic use
10.
Cell ; 171(3): 710-722.e12, 2017 Oct 19.
Article in English | MEDLINE | ID: mdl-28965761

ABSTRACT

To further our understanding of the genetic etiology of autism, we generated and analyzed genome sequence data from 516 idiopathic autism families (2,064 individuals). This resource includes >59 million single-nucleotide variants (SNVs) and 9,212 private copy number variants (CNVs), of which 133,992 and 88 are de novo mutations (DNMs), respectively. We estimate a mutation rate of ∼1.5 × 10-8 SNVs per site per generation with a significantly higher mutation rate in repetitive DNA. Comparing probands and unaffected siblings, we observe several DNM trends. Probands carry more gene-disruptive CNVs and SNVs, resulting in severe missense mutations and mapping to predicted fetal brain promoters and embryonic stem cell enhancers. These differences become more pronounced for autism genes (p = 1.8 × 10-3, OR = 2.2). Patients are more likely to carry multiple coding and noncoding DNMs in different genes, which are enriched for expression in striatal neurons (p = 3 × 10-3), suggesting a path forward for genetically characterizing more complex cases of autism.


Subject(s)
Autistic Disorder/genetics , DNA Copy Number Variations , Polymorphism, Single Nucleotide , Animals , DNA Mutational Analysis , Female , Genome-Wide Association Study , Humans , INDEL Mutation , Male , Mice
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