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1.
Nat Med ; 29(3): 667-678, 2023 03.
Article in English | MEDLINE | ID: mdl-36879130

ABSTRACT

Cerebral arachnoid cysts (ACs) are one of the most common and poorly understood types of developmental brain lesion. To begin to elucidate AC pathogenesis, we performed an integrated analysis of 617 patient-parent (trio) exomes, 152,898 human brain and mouse meningeal single-cell RNA sequencing transcriptomes and natural language processing data of patient medical records. We found that damaging de novo variants (DNVs) were highly enriched in patients with ACs compared with healthy individuals (P = 1.57 × 10-33). Seven genes harbored an exome-wide significant DNV burden. AC-associated genes were enriched for chromatin modifiers and converged in midgestational transcription networks essential for neural and meningeal development. Unsupervised clustering of patient phenotypes identified four AC subtypes and clinical severity correlated with the presence of a damaging DNV. These data provide insights into the coordinated regulation of brain and meningeal development and implicate epigenomic dysregulation due to DNVs in AC pathogenesis. Our results provide a preliminary indication that, in the appropriate clinical context, ACs may be considered radiographic harbingers of neurodevelopmental pathology warranting genetic testing and neurobehavioral follow-up. These data highlight the utility of a systems-level, multiomics approach to elucidate sporadic structural brain disease.


Subject(s)
Arachnoid Cysts , Multiomics , Humans , Animals , Mice , Arachnoid Cysts/diagnostic imaging , Arachnoid Cysts/genetics , Brain/diagnostic imaging , Exome/genetics , Genetic Testing
2.
Commun Biol ; 5(1): 439, 2022 05 11.
Article in English | MEDLINE | ID: mdl-35545661

ABSTRACT

SARS-CoV-2 variants shaped the second year of the COVID-19 pandemic and the discourse around effective control measures. Evaluating the threat posed by a new variant is essential for adapting response efforts when community transmission is detected. In this study, we compare the dynamics of two variants, Alpha and Iota, by integrating genomic surveillance data to estimate the effective reproduction number (Rt) of the variants. We use Connecticut, United States, in which Alpha and Iota co-circulated in 2021. We find that the Rt of these variants were up to 50% larger than that of other variants. We then use phylogeography to show that while both variants were introduced into Connecticut at comparable frequencies, clades that resulted from introductions of Alpha were larger than those resulting from Iota introductions. By monitoring the dynamics of individual variants throughout our study period, we demonstrate the importance of routine surveillance in the response to COVID-19.


Subject(s)
COVID-19 , SARS-CoV-2 , COVID-19/epidemiology , Genomics , Humans , Pandemics , SARS-CoV-2/genetics , United States/epidemiology
3.
Med ; 3(5): 325-334.e4, 2022 05 13.
Article in English | MEDLINE | ID: mdl-35399324

ABSTRACT

Background: The SARS-CoV-2 Omicron variant became a global concern due to its rapid spread and displacement of the dominant Delta variant. We hypothesized that part of Omicron's rapid rise was based on its increased ability to cause infections in persons that are vaccinated compared to Delta. Methods: We analyzed nasal swab PCR tests for samples collected between December 12 and 16, 2021, in Connecticut when the proportion of Delta and Omicron variants was relatively equal. We used the spike gene target failure (SGTF) to classify probable Delta and Omicron infections. We fitted an exponential curve to the estimated infections to determine the doubling times for each variant. We compared the test positivity rates for each variant by vaccination status, number of doses, and vaccine manufacturer. Generalized linear models were used to assess factors associated with odds of infection with each variant among persons testing positive for SARS-CoV-2. Findings: For infections with high virus copies (Ct < 30) among vaccinated persons, we found higher odds that they were infected with Omicron compared to Delta, and that the odds increased with increased number of vaccine doses. Compared to unvaccinated persons, we found significant reduction in Delta positivity rates after two (43.4%-49.1%) and three vaccine doses (81.1%), while we only found a significant reduction in Omicron positivity rates after three doses (62.3%). Conclusion: The rapid rise in Omicron infections was likely driven by Omicron's escape from vaccine-induced immunity. Funding: This work was supported by the Centers for Disease Control and Prevention (CDC).


Subject(s)
COVID-19 , SARS-CoV-2 , COVID-19/epidemiology , COVID-19 Vaccines , Hospitalization , Humans , SARS-CoV-2/genetics
4.
medRxiv ; 2021 Jul 02.
Article in English | MEDLINE | ID: mdl-34230938

ABSTRACT

Emerging SARS-CoV-2 variants have shaped the second year of the COVID-19 pandemic and the public health discourse around effective control measures. Evaluating the public health threat posed by a new variant is essential for appropriately adapting response efforts when community transmission is detected. However, this assessment requires that a true comparison can be made between the new variant and its predecessors because factors other than the virus genotype may influence spread and transmission. In this study, we develop a framework that integrates genomic surveillance data to estimate the relative effective reproduction number (R t ) of co-circulating lineages. We use Connecticut, a state in the northeastern United States in which the SARS-CoV-2 variants B.1.1.7 and B.1.526 co-circulated in early 2021, as a case study for implementing this framework. We find that the R t of B.1.1.7 was 6-10% larger than that of B.1.526 in Connecticut in the midst of a COVID-19 vaccination campaign. To assess the generalizability of this framework, we apply it to genomic surveillance data from New York City and observe the same trend. Finally, we use discrete phylogeography to demonstrate that while both variants were introduced into Connecticut at comparable frequencies, clades that resulted from introductions of B.1.1.7 were larger than those resulting from B.1.526 introductions. Our framework, which uses open-source methods requiring minimal computational resources, may be used to monitor near real-time variant dynamics in a myriad of settings.

6.
Nat Med ; 26(11): 1754-1765, 2020 11.
Article in English | MEDLINE | ID: mdl-33077954

ABSTRACT

Congenital hydrocephalus (CH), characterized by enlarged brain ventricles, is considered a disease of excessive cerebrospinal fluid (CSF) accumulation and thereby treated with neurosurgical CSF diversion with high morbidity and failure rates. The poor neurodevelopmental outcomes and persistence of ventriculomegaly in some post-surgical patients highlight our limited knowledge of disease mechanisms. Through whole-exome sequencing of 381 patients (232 trios) with sporadic, neurosurgically treated CH, we found that damaging de novo mutations account for >17% of cases, with five different genes exhibiting a significant de novo mutation burden. In all, rare, damaging mutations with large effect contributed to ~22% of sporadic CH cases. Multiple CH genes are key regulators of neural stem cell biology and converge in human transcriptional networks and cell types pertinent for fetal neuro-gliogenesis. These data implicate genetic disruption of early brain development, not impaired CSF dynamics, as the primary pathomechanism of a significant number of patients with sporadic CH.


Subject(s)
Cerebral Ventricles/metabolism , Genetic Predisposition to Disease , Hydrocephalus/genetics , Neurogenesis/genetics , Brain/diagnostic imaging , Brain/pathology , Cerebral Ventricles/diagnostic imaging , Cerebral Ventricles/pathology , Exome/genetics , Female , Humans , Hydrocephalus/cerebrospinal fluid , Hydrocephalus/diagnostic imaging , Hydrocephalus/pathology , Male , Mutation/genetics , Neural Stem Cells/metabolism , Neural Stem Cells/pathology , Neuroglia/metabolism , Neuroglia/pathology , Transcription Factors/genetics , Tripartite Motif Proteins/genetics , Ubiquitin-Protein Ligases/genetics , Exome Sequencing
7.
Nat Genet ; 52(10): 1046-1056, 2020 10.
Article in English | MEDLINE | ID: mdl-32989326

ABSTRACT

In addition to commonly associated environmental factors, genomic factors may cause cerebral palsy. We performed whole-exome sequencing of 250 parent-offspring trios, and observed enrichment of damaging de novo mutations in cerebral palsy cases. Eight genes had multiple damaging de novo mutations; of these, two (TUBA1A and CTNNB1) met genome-wide significance. We identified two novel monogenic etiologies, FBXO31 and RHOB, and showed that the RHOB mutation enhances active-state Rho effector binding while the FBXO31 mutation diminishes cyclin D levels. Candidate cerebral palsy risk genes overlapped with neurodevelopmental disorder genes. Network analyses identified enrichment of Rho GTPase, extracellular matrix, focal adhesion and cytoskeleton pathways. Cerebral palsy risk genes in enriched pathways were shown to regulate neuromotor function in a Drosophila reverse genetics screen. We estimate that 14% of cases could be attributed to an excess of damaging de novo or recessive variants. These findings provide evidence for genetically mediated dysregulation of early neuronal connectivity in cerebral palsy.


Subject(s)
Cerebral Palsy/genetics , F-Box Proteins/genetics , Tubulin/genetics , Tumor Suppressor Proteins/genetics , beta Catenin/genetics , Animals , Cerebral Palsy/pathology , Cyclin D/genetics , Cytoskeleton/genetics , Drosophila/genetics , Exome/genetics , Extracellular Matrix/genetics , Female , Focal Adhesions/genetics , Genetic Predisposition to Disease , Genome, Human/genetics , Humans , Male , Mutation/genetics , Neurites/metabolism , Neurites/pathology , Risk Factors , Sequence Analysis, DNA , Signal Transduction/genetics , Exome Sequencing , rhoB GTP-Binding Protein/genetics
8.
Neuron ; 101(3): 429-443.e4, 2019 02 06.
Article in English | MEDLINE | ID: mdl-30578106

ABSTRACT

Normal vascular development includes the formation and specification of arteries, veins, and intervening capillaries. Vein of Galen malformations (VOGMs) are among the most common and severe neonatal brain arterio-venous malformations, shunting arterial blood into the brain's deep venous system through aberrant direct connections. Exome sequencing of 55 VOGM probands, including 52 parent-offspring trios, revealed enrichment of rare damaging de novo mutations in chromatin modifier genes that play essential roles in brain and vascular development. Other VOGM probands harbored rare inherited damaging mutations in Ephrin signaling genes, including a genome-wide significant mutation burden in EPHB4. Inherited mutations showed incomplete penetrance and variable expressivity, with mutation carriers often exhibiting cutaneous vascular abnormalities, suggesting a two-hit mechanism. The identified mutations collectively account for ∼30% of studied VOGM cases. These findings provide insight into disease biology and may have clinical implications for risk assessment.


Subject(s)
Chromatin Assembly and Disassembly/genetics , Mutation , Vein of Galen Malformations/genetics , Ephrins/metabolism , Female , Humans , Male , Membrane Glycoproteins/genetics , Metalloendopeptidases/genetics , Pedigree , Penetrance , Receptor, EphB4/genetics , Signal Transduction , Vein of Galen Malformations/pathology
9.
Nature ; 498(7453): 220-3, 2013 Jun 13.
Article in English | MEDLINE | ID: mdl-23665959

ABSTRACT

Congenital heart disease (CHD) is the most frequent birth defect, affecting 0.8% of live births. Many cases occur sporadically and impair reproductive fitness, suggesting a role for de novo mutations. Here we compare the incidence of de novo mutations in 362 severe CHD cases and 264 controls by analysing exome sequencing of parent-offspring trios. CHD cases show a significant excess of protein-altering de novo mutations in genes expressed in the developing heart, with an odds ratio of 7.5 for damaging (premature termination, frameshift, splice site) mutations. Similar odds ratios are seen across the main classes of severe CHD. We find a marked excess of de novo mutations in genes involved in the production, removal or reading of histone 3 lysine 4 (H3K4) methylation, or ubiquitination of H2BK120, which is required for H3K4 methylation. There are also two de novo mutations in SMAD2, which regulates H3K27 methylation in the embryonic left-right organizer. The combination of both activating (H3K4 methylation) and inactivating (H3K27 methylation) chromatin marks characterizes 'poised' promoters and enhancers, which regulate expression of key developmental genes. These findings implicate de novo point mutations in several hundreds of genes that collectively contribute to approximately 10% of severe CHD.


Subject(s)
Heart Diseases/congenital , Heart Diseases/genetics , Histones/metabolism , Adult , Case-Control Studies , Child , Chromatin/chemistry , Chromatin/metabolism , DNA Mutational Analysis , Enhancer Elements, Genetic/genetics , Exome/genetics , Female , Genes, Developmental/genetics , Heart Diseases/metabolism , Histones/chemistry , Humans , Lysine/chemistry , Lysine/metabolism , Male , Methylation , Mutation , Odds Ratio , Promoter Regions, Genetic/genetics
10.
Nature ; 482(7383): 98-102, 2012 Jan 22.
Article in English | MEDLINE | ID: mdl-22266938

ABSTRACT

Hypertension affects one billion people and is a principal reversible risk factor for cardiovascular disease. Pseudohypoaldosteronism type II (PHAII), a rare Mendelian syndrome featuring hypertension, hyperkalaemia and metabolic acidosis, has revealed previously unrecognized physiology orchestrating the balance between renal salt reabsorption and K(+) and H(+) excretion. Here we used exome sequencing to identify mutations in kelch-like 3 (KLHL3) or cullin 3 (CUL3) in PHAII patients from 41 unrelated families. KLHL3 mutations are either recessive or dominant, whereas CUL3 mutations are dominant and predominantly de novo. CUL3 and BTB-domain-containing kelch proteins such as KLHL3 are components of cullin-RING E3 ligase complexes that ubiquitinate substrates bound to kelch propeller domains. Dominant KLHL3 mutations are clustered in short segments within the kelch propeller and BTB domains implicated in substrate and cullin binding, respectively. Diverse CUL3 mutations all result in skipping of exon 9, producing an in-frame deletion. Because dominant KLHL3 and CUL3 mutations both phenocopy recessive loss-of-function KLHL3 mutations, they may abrogate ubiquitination of KLHL3 substrates. Disease features are reversed by thiazide diuretics, which inhibit the Na-Cl cotransporter in the distal nephron of the kidney; KLHL3 and CUL3 are expressed in this location, suggesting a mechanistic link between KLHL3 and CUL3 mutations, increased Na-Cl reabsorption, and disease pathogenesis. These findings demonstrate the utility of exome sequencing in disease gene identification despite the combined complexities of locus heterogeneity, mixed models of transmission and frequent de novo mutation, and establish a fundamental role for KLHL3 and CUL3 in blood pressure, K(+) and pH homeostasis.


Subject(s)
Carrier Proteins/genetics , Cullin Proteins/genetics , Hypertension/genetics , Mutation/genetics , Pseudohypoaldosteronism/genetics , Water-Electrolyte Imbalance/genetics , Adaptor Proteins, Signal Transducing , Amino Acid Sequence , Animals , Base Sequence , Blood Pressure/genetics , Carrier Proteins/chemistry , Cohort Studies , Cullin Proteins/chemistry , Electrolytes , Exons/genetics , Female , Gene Expression Profiling , Genes, Dominant/genetics , Genes, Recessive/genetics , Genotype , Homeostasis/genetics , Humans , Hydrogen-Ion Concentration , Hypertension/complications , Hypertension/physiopathology , Male , Mice , Microfilament Proteins , Models, Molecular , Molecular Sequence Data , Phenotype , Potassium/metabolism , Pseudohypoaldosteronism/complications , Pseudohypoaldosteronism/physiopathology , Sodium Chloride/metabolism , Water-Electrolyte Imbalance/complications , Water-Electrolyte Imbalance/physiopathology
11.
Mov Disord ; 27(4): 539-43, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22038564

ABSTRACT

Neuroacanthocytoses are neurodegenerative disorders marked by phenotypic and genetic heterogeneity. There are several associated genetic loci, and many defects, including gene deletions and insertions, and missense, nonsense, and splicing mutations, have been found spread over hundreds of kilobases of genomic DNA. In some cases, specific diagnosis is unclear, particularly in the early stages of disease or when there is an atypical presentation. Determination of the precise genetic defect allows assignment of the diagnosis and permits carrier detection and genetic counseling. The objective of this report was to utilize exome sequencing for genetic diagnosis in the neuroacanthocytosis syndromes. Genomic DNA from 2 patients with clinical features of chorea-acanthocytosis was subjected to targeted exon capture. Captured DNA was subjected to ultrahigh throughput next-generation sequencing. Sequencing data were assembled, filtered against known human variant genetic databases, and results were analyzed. Both patients were compound heterozygotes for mutations in the VPS13A gene, the gene associated with chorea-acanthocytosis. Patient 1 had a 4-bp deletion that removes the 5' donor splice site of exon 58 and a nucleotide substitution that disrupts the 5' donor splice site of exon 70. Patient 2 had a dinucleotide deletion in exon 16 and a dinucleotide insertion in exon 33. No mutations were identified in the XK, PANK2, or JPH3 gene loci. Exome sequencing is a valuable diagnostic tool in the neuroacanthocytosis syndromes. These studies may provide a better understanding of the function of the associated proteins and provide insight into the pathogenesis of these disorders.


Subject(s)
Exome/genetics , Genetic Testing/methods , Mutation/genetics , Neuroacanthocytosis/diagnosis , Neuroacanthocytosis/genetics , Vesicular Transport Proteins/genetics , Adult , Female , Genetic Heterogeneity , Humans , Male , Middle Aged , Sequence Analysis, DNA
12.
Proc Natl Acad Sci U S A ; 106(45): 19096-101, 2009 Nov 10.
Article in English | MEDLINE | ID: mdl-19861545

ABSTRACT

Protein coding genes constitute only approximately 1% of the human genome but harbor 85% of the mutations with large effects on disease-related traits. Therefore, efficient strategies for selectively sequencing complete coding regions (i.e., "whole exome") have the potential to contribute to the understanding of rare and common human diseases. Here we report a method for whole-exome sequencing coupling Roche/NimbleGen whole exome arrays to the Illumina DNA sequencing platform. We demonstrate the ability to capture approximately 95% of the targeted coding sequences with high sensitivity and specificity for detection of homozygous and heterozygous variants. We illustrate the utility of this approach by making an unanticipated genetic diagnosis of congenital chloride diarrhea in a patient referred with a suspected diagnosis of Bartter syndrome, a renal salt-wasting disease. The molecular diagnosis was based on the finding of a homozygous missense D652N mutation at a position in SLC26A3 (the known congenital chloride diarrhea locus) that is virtually completely conserved in orthologues and paralogues from invertebrates to humans, and clinical follow-up confirmed the diagnosis. To our knowledge, whole-exome (or genome) sequencing has not previously been used to make a genetic diagnosis. Five additional patients suspected to have Bartter syndrome but who did not have mutations in known genes for this disease had homozygous deleterious mutations in SLC26A3. These results demonstrate the clinical utility of whole-exome sequencing and have implications for disease gene discovery and clinical diagnosis.


Subject(s)
Algorithms , Genetic Diseases, Inborn/genetics , Molecular Diagnostic Techniques/methods , Open Reading Frames/genetics , Sequence Analysis, DNA/methods , Antiporters/genetics , Base Sequence , Chloride-Bicarbonate Antiporters , Chlorides , Computational Biology , Diarrhea/genetics , Genomics/methods , Humans , Molecular Sequence Data , Mutation, Missense/genetics , Sulfate Transporters
14.
Nat Biotechnol ; 24(9): 1140-50, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16964228

ABSTRACT

Microarray-based expression profiling experiments typically use either a one-color or a two-color design to measure mRNA abundance. The validity of each approach has been amply demonstrated. Here we provide a simultaneous comparison of results from one- and two-color labeling designs, using two independent RNA samples from the Microarray Quality Control (MAQC) project, tested on each of three different microarray platforms. The data were evaluated in terms of reproducibility, specificity, sensitivity and accuracy to determine if the two approaches provide comparable results. For each of the three microarray platforms tested, the results show good agreement with high correlation coefficients and high concordance of differentially expressed gene lists within each platform. Cumulatively, these comparisons indicate that data quality is essentially equivalent between the one- and two-color approaches and strongly suggest that this variable need not be a primary factor in decisions regarding experimental microarray design.


Subject(s)
Gene Expression Profiling/instrumentation , In Situ Hybridization, Fluorescence/instrumentation , Microscopy, Fluorescence, Multiphoton/instrumentation , Oligonucleotide Array Sequence Analysis/instrumentation , Quality Assurance, Health Care/methods , Spectrometry, Fluorescence/instrumentation , Equipment Design , Equipment Failure Analysis , Gene Expression Profiling/methods , Microscopy, Fluorescence, Multiphoton/methods , Quality Control , Reproducibility of Results , Sensitivity and Specificity , Spectrometry, Fluorescence/methods , United States
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