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1.
Cell ; 182(5): 1198-1213.e14, 2020 09 03.
Article in English | MEDLINE | ID: mdl-32888493

ABSTRACT

Most loci identified by GWASs have been found in populations of European ancestry (EUR). In trans-ethnic meta-analyses for 15 hematological traits in 746,667 participants, including 184,535 non-EUR individuals, we identified 5,552 trait-variant associations at p < 5 × 10-9, including 71 novel associations not found in EUR populations. We also identified 28 additional novel variants in ancestry-specific, non-EUR meta-analyses, including an IL7 missense variant in South Asians associated with lymphocyte count in vivo and IL-7 secretion levels in vitro. Fine-mapping prioritized variants annotated as functional and generated 95% credible sets that were 30% smaller when using the trans-ethnic as opposed to the EUR-only results. We explored the clinical significance and predictive value of trans-ethnic variants in multiple populations and compared genetic architecture and the effect of natural selection on these blood phenotypes between populations. Altogether, our results for hematological traits highlight the value of a more global representation of populations in genetic studies.


Subject(s)
Asian People/genetics , Mutation, Missense/genetics , Polymorphism, Single Nucleotide/genetics , White People/genetics , Genetics , Genome-Wide Association Study/methods , HEK293 Cells , Humans , Interleukin-7/genetics , Phenotype
2.
Cell ; 182(5): 1214-1231.e11, 2020 09 03.
Article in English | MEDLINE | ID: mdl-32888494

ABSTRACT

Blood cells play essential roles in human health, underpinning physiological processes such as immunity, oxygen transport, and clotting, which when perturbed cause a significant global health burden. Here we integrate data from UK Biobank and a large-scale international collaborative effort, including data for 563,085 European ancestry participants, and discover 5,106 new genetic variants independently associated with 29 blood cell phenotypes covering a range of variation impacting hematopoiesis. We holistically characterize the genetic architecture of hematopoiesis, assess the relevance of the omnigenic model to blood cell phenotypes, delineate relevant hematopoietic cell states influenced by regulatory genetic variants and gene networks, identify novel splice-altering variants mediating the associations, and assess the polygenic prediction potential for blood traits and clinical disorders at the interface of complex and Mendelian genetics. These results show the power of large-scale blood cell trait GWAS to interrogate clinically meaningful variants across a wide allelic spectrum of human variation.


Subject(s)
Genetic Predisposition to Disease/genetics , Multifactorial Inheritance/genetics , Female , Gene Regulatory Networks/genetics , Genome-Wide Association Study/methods , Hematopoiesis/genetics , Humans , Male , Phenotype , Polymorphism, Single Nucleotide/genetics
3.
Am J Hum Genet ; 108(8): 1526-1539, 2021 08 05.
Article in English | MEDLINE | ID: mdl-34270938

ABSTRACT

Pituitary hormone deficiency occurs in ∼1:4,000 live births. Approximately 3% of the cases are due to mutations in the alpha isoform of POU1F1, a pituitary-specific transcriptional activator. We found four separate heterozygous missense variants in unrelated individuals with hypopituitarism that were predicted to affect a minor isoform, POU1F1 beta, which can act as a transcriptional repressor. These variants retain repressor activity, but they shift splicing to favor the expression of the beta isoform, resulting in dominant-negative loss of function. Using a high-throughput splicing reporter assay, we tested 1,070 single-nucleotide variants in POU1F1. We identified 96 splice-disruptive variants, including 14 synonymous variants. In separate cohorts, we found two additional synonymous variants nominated by this screen that co-segregate with hypopituitarism. This study underlines the importance of evaluating the impact of variants on splicing and provides a catalog for interpretation of variants of unknown significance in POU1F1.


Subject(s)
High-Throughput Screening Assays/methods , Hypopituitarism/pathology , Mutation , Pituitary Hormones/deficiency , RNA Splicing/genetics , Transcription Factor Pit-1/genetics , Adolescent , Adult , Child , Child, Preschool , Humans , Hypopituitarism/etiology , Hypopituitarism/metabolism , Male , Pedigree
4.
Alzheimers Dement ; 2024 Aug 30.
Article in English | MEDLINE | ID: mdl-39215494

ABSTRACT

INTRODUCTION: Anti-amyloid antibody therapies such as lecanemab are increasingly being used to treat Alzheimer's disease (AD). These therapies are associated with a high rate of amyloid-related imaging abnormalities (ARIA). METHODS: We review the case history of a patient who developed ARIA associated with lecanemab treatment. RESULTS: In addition to microhemorrhages and cerebral edema that are recognized features of ARIA, the patient developed several ischemic strokes. The patient also experienced frequent electrographic seizures without overt clinical seizures. The patient demonstrated clinical and radiographic improvement after steroid treatment. DISCUSSION: Our case suggests that ischemic strokes may be a feature of ARIA and highlights the importance of having a high clinical suspicion for seizures in ARIA. As anti-amyloid therapies are likely going to be increasingly used to treat AD, it is important to appreciate the spectrum of clinical and radiographic findings that can result as side effects from this class of therapies. HIGHLIGHTS: We report a patient who developed severe amyloid-related imaging abnormalities (ARIA) after treatment with lecanemab. Our report suggests that ischemic strokes may be a novel imaging feature of ARIA. Our report highlights the need for high clinical suspicion for seizures in ARIA.

5.
Am J Hum Genet ; 103(4): 522-534, 2018 10 04.
Article in English | MEDLINE | ID: mdl-30269813

ABSTRACT

The genetic causes of many Mendelian disorders remain undefined. Factors such as lack of large multiplex families, locus heterogeneity, and incomplete penetrance hamper these efforts for many disorders. Previous work suggests that gene-based burden testing-where the aggregate burden of rare, protein-altering variants in each gene is compared between case and control subjects-might overcome some of these limitations. The increasing availability of large-scale public sequencing databases such as Genome Aggregation Database (gnomAD) can enable burden testing using these databases as controls, obviating the need for additional control sequencing for each study. However, there exist various challenges with using public databases as controls, including lack of individual-level data, differences in ancestry, and differences in sequencing platforms and data processing. To illustrate the approach of using public data as controls, we analyzed whole-exome sequencing data from 393 individuals with idiopathic hypogonadotropic hypogonadism (IHH), a rare disorder with significant locus heterogeneity and incomplete penetrance against control subjects from gnomAD (n = 123,136). We leveraged presumably benign synonymous variants to calibrate our approach. Through iterative analyses, we systematically addressed and overcame various sources of artifact that can arise when using public control data. In particular, we introduce an approach for highly adaptable variant quality filtering that leads to well-calibrated results. Our approach "re-discovered" genes previously implicated in IHH (FGFR1, TACR3, GNRHR). Furthermore, we identified a significant burden in TYRO3, a gene implicated in hypogonadotropic hypogonadism in mice. Finally, we developed a user-friendly software package TRAPD (Test Rare vAriants with Public Data) for performing gene-based burden testing against public databases.


Subject(s)
Exome/genetics , Polymorphism, Single Nucleotide/genetics , Adolescent , Animals , Databases, Genetic , Female , Genome-Wide Association Study/methods , Humans , Hypogonadism/genetics , Male , Mice , Sequence Analysis, DNA/methods , Software , Exome Sequencing/methods
6.
Am J Hum Genet ; 103(6): 930-947, 2018 12 06.
Article in English | MEDLINE | ID: mdl-30503522

ABSTRACT

Diamond-Blackfan anemia (DBA) is a rare bone marrow failure disorder that affects 7 out of 1,000,000 live births and has been associated with mutations in components of the ribosome. In order to characterize the genetic landscape of this heterogeneous disorder, we recruited a cohort of 472 individuals with a clinical diagnosis of DBA and performed whole-exome sequencing (WES). We identified relevant rare and predicted damaging mutations for 78% of individuals. The majority of mutations were singletons, absent from population databases, predicted to cause loss of function, and located in 1 of 19 previously reported ribosomal protein (RP)-encoding genes. Using exon coverage estimates, we identified and validated 31 deletions in RP genes. We also observed an enrichment for extended splice site mutations and validated their diverse effects using RNA sequencing in cell lines obtained from individuals with DBA. Leveraging the size of our cohort, we observed robust genotype-phenotype associations with congenital abnormalities and treatment outcomes. We further identified rare mutations in seven previously unreported RP genes that may cause DBA, as well as several distinct disorders that appear to phenocopy DBA, including nine individuals with biallelic CECR1 mutations that result in deficiency of ADA2. However, no new genes were identified at exome-wide significance, suggesting that there are no unidentified genes containing mutations readily identified by WES that explain >5% of DBA-affected case subjects. Overall, this report should inform not only clinical practice for DBA-affected individuals, but also the design and analysis of rare variant studies for heterogeneous Mendelian disorders.


Subject(s)
Anemia, Diamond-Blackfan/genetics , Adolescent , Child , Child, Preschool , Cohort Studies , Exome/genetics , Exons/genetics , Female , Gene Deletion , Genetic Association Studies/methods , Humans , Intercellular Signaling Peptides and Proteins/genetics , Male , Mutation/genetics , Phenotype , Ribosomal Proteins/genetics , Ribosomes/genetics , Sequence Analysis, RNA/methods , Exome Sequencing/methods
7.
Am J Med Genet A ; 185(10): 2922-2928, 2021 10.
Article in English | MEDLINE | ID: mdl-34075706

ABSTRACT

While genetics evaluation is increasingly utilized in adult neurology patients, its usage and efficacy are not well characterized. Here, we report our experience with 1461 consecutive patients evaluated in an adult neurogenetics clinic at a large academic medical center between January 2015 and March 2020. Of the 1461 patients evaluated, 1215 patients were referred for the purposes of identifying a genetic diagnosis for an undiagnosed condition, 90.5% of whom underwent genetic testing. The modalities of genetic testing utilized varied across referral diagnostic categories, including a range of utilization of whole exome sequencing (WES) as an initial test in 13.9% of neuromuscular patients to 52.9% in white matter disorder patients. The usage of WES increased over time, from 7.7% of initial testing in 2015 to a peak of 27.3% in 2019. Overall, genetic testing yielded a causal genetic diagnosis in 30.7% of patients. This yield was higher in certain referring diagnosis categories, such as neuromuscular (39.0%) and epilepsy (29.8%). Our study demonstrates that evaluation at an adult neurogenetics referral center can yield diagnoses in a substantial fraction of patients. Additional research will be needed to determine optimal genetic testing strategies and cost effectiveness of adult neurogenetics evaluation.


Subject(s)
Genetic Testing/trends , Nervous System Diseases/diagnosis , Adult , Cost-Benefit Analysis , Diagnostic Tests, Routine/trends , Exome/genetics , Female , Humans , Male , Nervous System Diseases/genetics , Nervous System Diseases/pathology , Exome Sequencing
8.
Ann Neurol ; 85(6): 801-811, 2019 06.
Article in English | MEDLINE | ID: mdl-30973966

ABSTRACT

OBJECTIVE: Common variants near TMEM106B associate with risk of developing frontotemporal dementia (FTD). Emerging evidence suggests a role for TMEM106B in neurodegenerative processes beyond FTD. We evaluate the effect of TMEM106B genotype on cognitive decline across multiple neurogenerative diseases. METHODS: We longitudinally followed 870 subjects with diagnoses of Parkinson disease (PD; n = 179), FTD (n = 179), Alzheimer disease (AD; n = 300), memory-predominant mild cognitive impairment (MCI; n = 75), or neurologically normal control subjects (NC; n = 137) at the University of Pennsylvania (UPenn). All participants had annual Mini-Mental State Examination (MMSE; median follow-up duration = 3.0 years) and were genotyped at TMEM106B index single nucleotide polymorphism rs1990622. Genotype effects on cognition were confirmed by extending analyses to additional cognitive instruments (Mattis Dementia Rating Scale-2 [DRS-2] and Montreal Cognitive Assessment [MoCA]) and to an international validation cohort (Parkinson's Progression Markers Initiative [PPMI], N = 371). RESULTS: The TMEM106B rs1990622T allele, linked to increased risk of FTD, associated with greater MMSE decline over time in PD subjects but not in AD or MCI subjects. For FTD subjects, rs1990622T associated with more rapid decrease in MMSE only under the minor-allele, rs1990622C , dominant model. Among PD patients, rs1990622T carriers from the UPenn cohort demonstrated more rapid longitudinal decline in DRS-2 scores. Finally, in the PPMI cohort, TMEM106B risk allele carriers demonstrated more rapid longitudinal decline in MoCA scores. INTERPRETATION: Irrespective of cognitive instrument or cohort assessed, TMEM106B acts as a genetic modifier for cognitive trajectory in PD. Our results implicate lysosomal dysfunction in the pathogenesis of cognitive decline in 2 different proteinopathies. ANN NEUROL 2019;85:801-811.


Subject(s)
Cognition/physiology , Cognitive Dysfunction/genetics , Frontotemporal Dementia/genetics , Membrane Proteins/genetics , Nerve Tissue Proteins/genetics , Parkinson Disease/genetics , Aged , Cognitive Dysfunction/diagnosis , Cognitive Dysfunction/psychology , Female , Follow-Up Studies , Frontotemporal Dementia/diagnosis , Frontotemporal Dementia/psychology , Humans , Longitudinal Studies , Male , Mental Status and Dementia Tests , Middle Aged , Neuropsychological Tests , Parkinson Disease/diagnosis , Parkinson Disease/psychology
9.
Nature ; 506(7488): 376-81, 2014 Feb 20.
Article in English | MEDLINE | ID: mdl-24390342

ABSTRACT

A major challenge in human genetics is to devise a systematic strategy to integrate disease-associated variants with diverse genomic and biological data sets to provide insight into disease pathogenesis and guide drug discovery for complex traits such as rheumatoid arthritis (RA). Here we performed a genome-wide association study meta-analysis in a total of >100,000 subjects of European and Asian ancestries (29,880 RA cases and 73,758 controls), by evaluating ∼10 million single-nucleotide polymorphisms. We discovered 42 novel RA risk loci at a genome-wide level of significance, bringing the total to 101 (refs 2 - 4). We devised an in silico pipeline using established bioinformatics methods based on functional annotation, cis-acting expression quantitative trait loci and pathway analyses--as well as novel methods based on genetic overlap with human primary immunodeficiency, haematological cancer somatic mutations and knockout mouse phenotypes--to identify 98 biological candidate genes at these 101 risk loci. We demonstrate that these genes are the targets of approved therapies for RA, and further suggest that drugs approved for other indications may be repurposed for the treatment of RA. Together, this comprehensive genetic study sheds light on fundamental genes, pathways and cell types that contribute to RA pathogenesis, and provides empirical evidence that the genetics of RA can provide important information for drug discovery.


Subject(s)
Arthritis, Rheumatoid/drug therapy , Arthritis, Rheumatoid/genetics , Drug Discovery , Genetic Predisposition to Disease/genetics , Molecular Targeted Therapy , Alleles , Animals , Arthritis, Rheumatoid/metabolism , Arthritis, Rheumatoid/pathology , Asian People/genetics , Case-Control Studies , Computational Biology , Drug Repositioning , Female , Genome-Wide Association Study , Hematologic Neoplasms/genetics , Hematologic Neoplasms/metabolism , Humans , Male , Mice , Mice, Knockout , Polymorphism, Single Nucleotide/genetics , White People/genetics
10.
Proc Natl Acad Sci U S A ; 114(3): E327-E336, 2017 01 17.
Article in English | MEDLINE | ID: mdl-28031487

ABSTRACT

Genetic variants affecting hematopoiesis can influence commonly measured blood cell traits. To identify factors that affect hematopoiesis, we performed association studies for blood cell traits in the population-based Estonian Biobank using high-coverage whole-genome sequencing (WGS) in 2,284 samples and SNP genotyping in an additional 14,904 samples. Using up to 7,134 samples with available phenotype data, our analyses identified 17 associations across 14 blood cell traits. Integration of WGS-based fine-mapping and complementary epigenomic datasets provided evidence for causal mechanisms at several loci, including at a previously undiscovered basophil count-associated locus near the master hematopoietic transcription factor CEBPA The fine-mapped variant at this basophil count association near CEBPA overlapped an enhancer active in common myeloid progenitors and influenced its activity. In situ perturbation of this enhancer by CRISPR/Cas9 mutagenesis in hematopoietic stem and progenitor cells demonstrated that it is necessary for and specifically regulates CEBPA expression during basophil differentiation. We additionally identified basophil count-associated variation at another more pleiotropic myeloid enhancer near GATA2, highlighting regulatory mechanisms for ordered expression of master hematopoietic regulators during lineage specification. Our study illustrates how population-based genetic studies can provide key insights into poorly understood cell differentiation processes of considerable physiologic relevance.


Subject(s)
CCAAT-Enhancer-Binding Proteins/genetics , Hematopoiesis/genetics , Base Sequence , Basophils/cytology , Cell Differentiation/genetics , Cell Lineage/genetics , Chromosome Mapping , Databases, Nucleic Acid , Enhancer Elements, Genetic , Epigenesis, Genetic , Estonia , Female , GATA2 Transcription Factor/genetics , Gene Expression Regulation, Developmental , Genome-Wide Association Study , Humans , Leukocyte Count , Male , Polymorphism, Single Nucleotide , Whole Genome Sequencing
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