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1.
Am J Respir Crit Care Med ; 209(12): 1477-1485, 2024 Jun 15.
Article in English | MEDLINE | ID: mdl-38470220

ABSTRACT

Rationale: Chronic thromboembolic pulmonary hypertension involves the formation and nonresolution of thrombus, dysregulated inflammation, angiogenesis, and the development of a small-vessel vasculopathy. Objectives: We aimed to establish the genetic basis of chronic thromboembolic pulmonary hypertension to gain insight into its pathophysiological contributors. Methods: We conducted a genome-wide association study on 1,907 European cases and 10,363 European control subjects. We coanalyzed our results with existing results from genome-wide association studies on deep vein thrombosis, pulmonary embolism, and idiopathic pulmonary arterial hypertension. Measurements and Main Results: Our primary association study revealed genetic associations at the ABO, FGG, F11, MYH7B, and HLA-DRA loci. Through our coanalysis, we demonstrate further associations with chronic thromboembolic pulmonary hypertension at the F2, TSPAN15, SLC44A2, and F5 loci but find no statistically significant associations shared with idiopathic pulmonary arterial hypertension. Conclusions: Chronic thromboembolic pulmonary hypertension is a partially heritable polygenic disease, with related though distinct genetic associations with pulmonary embolism and deep vein thrombosis.


Subject(s)
Genome-Wide Association Study , Hypertension, Pulmonary , Pulmonary Embolism , Humans , Pulmonary Embolism/genetics , Pulmonary Embolism/complications , Hypertension, Pulmonary/genetics , Male , Female , Middle Aged , Chronic Disease , Genomics , Genetic Predisposition to Disease , Adult , Case-Control Studies , Aged , Venous Thrombosis/genetics
2.
Genet Med ; 25(11): 100925, 2023 11.
Article in English | MEDLINE | ID: mdl-37422716

ABSTRACT

PURPOSE: Pulmonary arterial hypertension (PAH) is a rare, progressive vasculopathy with significant cardiopulmonary morbidity and mortality. Genetic testing is currently recommended for adults diagnosed with heritable, idiopathic, anorexigen-, hereditary hemorrhagic telangiectasia-, and congenital heart disease-associated PAH, PAH with overt features of venous/capillary involvement, and all children diagnosed with PAH. Variants in at least 27 genes have putative evidence for PAH causality. Rigorous assessment of the evidence is needed to inform genetic testing. METHODS: An international panel of experts in PAH applied a semi-quantitative scoring system developed by the NIH Clinical Genome Resource to classify the relative strength of evidence supporting PAH gene-disease relationships based on genetic and experimental evidence. RESULTS: Twelve genes (BMPR2, ACVRL1, ATP13A3, CAV1, EIF2AK4, ENG, GDF2, KCNK3, KDR, SMAD9, SOX17, and TBX4) were classified as having definitive evidence and 3 genes (ABCC8, GGCX, and TET2) with moderate evidence. Six genes (AQP1, BMP10, FBLN2, KLF2, KLK1, and PDGFD) were classified as having limited evidence for causal effects of variants. TOPBP1 was classified as having no known PAH relationship. Five genes (BMPR1A, BMPR1B, NOTCH3, SMAD1, and SMAD4) were disputed because of a paucity of genetic evidence over time. CONCLUSION: We recommend that genetic testing includes all genes with definitive evidence and that caution be taken in the interpretation of variants identified in genes with moderate or limited evidence. Genes with no known evidence for PAH or disputed genes should not be included in genetic testing.


Subject(s)
Hypertension, Pulmonary , Pulmonary Arterial Hypertension , Adult , Child , Humans , Pulmonary Arterial Hypertension/genetics , Mutation , Hypertension, Pulmonary/diagnosis , Hypertension, Pulmonary/genetics , Genetic Predisposition to Disease , Genetic Testing , Bone Morphogenetic Protein Receptors, Type II/genetics , Bone Morphogenetic Protein Receptors, Type II/metabolism , Adenosine Triphosphatases/genetics , Membrane Transport Proteins/genetics , Activin Receptors, Type II/genetics , Protein Serine-Threonine Kinases/genetics , Bone Morphogenetic Proteins/genetics
3.
J Med Genet ; 59(9): 906-911, 2022 Sep.
Article in English | MEDLINE | ID: mdl-34493544

ABSTRACT

BACKGROUND: The molecular genetic basis of pulmonary arterial hypertension (PAH) is heterogeneous, with at least 26 genes displaying putative evidence for disease causality. Heterozygous variants in the ATP13A3 gene were recently identified as a new cause of adult-onset PAH. However, the contribution of ATP13A3 risk alleles to child-onset PAH remains largely unexplored. METHODS AND RESULTS: We report three families with a novel, autosomal recessive form of childhood-onset PAH due to biallelic ATP13A3 variants. Disease onset ranged from birth to 2.5 years and was characterised by high mortality. Using genome sequencing of parent-offspring trios, we identified a homozygous missense variant in one case, which was subsequently confirmed to cosegregate with disease in an affected sibling. Independently, compound heterozygous variants in ATP13A3 were identified in two affected siblings and in an unrelated third family. The variants included three loss of function variants (two frameshift, one nonsense) and two highly conserved missense substitutions located in the catalytic phosphorylation domain. The children were largely refractory to treatment and four died in early childhood. All parents were heterozygous for the variants and asymptomatic. CONCLUSION: Our findings support biallelic predicted deleterious ATP13A3 variants in autosomal recessive, childhood-onset PAH, indicating likely semidominant dose-dependent inheritance for this gene.


Subject(s)
Pulmonary Arterial Hypertension , Adenosine Triphosphatases/genetics , Adult , Child, Preschool , Familial Primary Pulmonary Hypertension/genetics , Heterozygote , Homozygote , Humans , Membrane Transport Proteins/genetics , Morbidity
4.
Ann Neurol ; 90(2): 193-202, 2021 08.
Article in English | MEDLINE | ID: mdl-34184781

ABSTRACT

OBJECTIVE: This study was undertaken to identify susceptibility loci for cluster headache and obtain insights into relevant disease pathways. METHODS: We carried out a genome-wide association study, where 852 UK and 591 Swedish cluster headache cases were compared with 5,614 and 1,134 controls, respectively. Following quality control and imputation, single variant association testing was conducted using a logistic mixed model for each cohort. The 2 cohorts were subsequently combined in a merged analysis. Downstream analyses, such as gene-set enrichment, functional variant annotation, prediction and pathway analyses, were performed. RESULTS: Initial independent analysis identified 2 replicable cluster headache susceptibility loci on chromosome 2. A merged analysis identified an additional locus on chromosome 1 and confirmed a locus significant in the UK analysis on chromosome 6, which overlaps with a previously known migraine locus. The lead single nucleotide polymorphisms were rs113658130 (p = 1.92 × 10-17 , odds ratio [OR] = 1.51, 95% confidence interval [CI] = 1.37-1.66) and rs4519530 (p = 6.98 × 10-17 , OR = 1.47, 95% CI = 1.34-1.61) on chromosome 2, rs12121134 on chromosome 1 (p = 1.66 × 10-8 , OR = 1.36, 95% CI = 1.22-1.52), and rs11153082 (p = 1.85 × 10-8 , OR = 1.30, 95% CI = 1.19-1.42) on chromosome 6. Downstream analyses implicated immunological processes in the pathogenesis of cluster headache. INTERPRETATION: We identified and replicated several genome-wide significant associations supporting a genetic predisposition in cluster headache in a genome-wide association study involving 1,443 cases. Replication in larger independent cohorts combined with comprehensive phenotyping, in relation to, for example, treatment response and cluster headache subtypes, could provide unprecedented insights into genotype-phenotype correlations and the pathophysiological pathways underlying cluster headache. ANN NEUROL 2021;90:193-202.


Subject(s)
Cluster Headache/epidemiology , Cluster Headache/genetics , Genetic Loci/genetics , Genetic Predisposition to Disease/epidemiology , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study/methods , Case-Control Studies , Cluster Headache/diagnosis , Cohort Studies , Female , Humans , Male , Sweden/epidemiology , United Kingdom/epidemiology
5.
Angiogenesis ; 24(3): 417-433, 2021 08.
Article in English | MEDLINE | ID: mdl-33548004

ABSTRACT

The vascular network is established and maintained through the processes of vasculogenesis and angiogenesis, which are tightly regulated during embryonic and postnatal life. The formation of a functional vasculature requires critical cellular mechanisms, such as cell migration, proliferation and adhesion, which are dependent on the activity of small Rho GTPases, controlled in part by the dedicator of cytokinesis (DOCK) protein family. Whilst the majority of DOCK proteins are associated with neuronal development, a growing body of evidence has indicated that members of the DOCK family may have key functions in the control of vasculogenic and angiogenic processes. This is supported by the involvement of several angiogenic signalling pathways, including chemokine receptor type 4 (CXCR4), vascular endothelial growth factor (VEGF) and phosphatidylinositol 3-kinase (PI3K), in the regulation of specific DOCK proteins. This review summarises recent progress in understanding the respective roles of DOCK family proteins during vascular development. We focus on existing in vivo and in vitro models and known human disease phenotypes and highlight potential mechanisms of DOCK protein dysfunction in the pathogenesis of vascular disease.


Subject(s)
Models, Cardiovascular , Neovascularization, Physiologic , Signal Transduction , Vascular Diseases/metabolism , rac GTP-Binding Proteins/metabolism , Animals , Humans , Phosphatidylinositol 3-Kinases/metabolism , Receptors, CXCR4/metabolism
6.
Am J Respir Crit Care Med ; 202(4): 586-594, 2020 08 15.
Article in English | MEDLINE | ID: mdl-32352834

ABSTRACT

Rationale: Idiopathic and heritable pulmonary arterial hypertension (PAH) are rare but comprise a genetically heterogeneous patient group. RNA sequencing linked to the underlying genetic architecture can be used to better understand the underlying pathology by identifying key signaling pathways and stratify patients more robustly according to clinical risk.Objectives: To use a three-stage design of RNA discovery, RNA validation and model construction, and model validation to define a set of PAH-associated RNAs and a single summarizing RNA model score. To define genes most likely to be involved in disease development, we performed Mendelian randomization (MR) analysis.Methods: RNA sequencing was performed on whole-blood samples from 359 patients with idiopathic, heritable, and drug-induced PAH and 72 age- and sex-matched healthy volunteers. The score was evaluated against disease severity markers including survival analysis using all-cause mortality from diagnosis. MR used known expression quantitative trait loci and summary statistics from a PAH genome-wide association study.Measurements and Main Results: We identified 507 genes with differential RNA expression in patients with PAH compared with control subjects. A model of 25 RNAs distinguished PAH with 87% accuracy (area under the curve 95% confidence interval: 0.791-0.945) in model validation. The RNA model score was associated with disease severity and long-term survival (P = 4.66 × 10-6) in PAH. MR detected an association between SMAD5 levels and PAH disease susceptibility (odds ratio, 0.317; 95% confidence interval, 0.129-0.776; P = 0.012).Conclusions: A whole-blood RNA signature of PAH, which includes RNAs relevant to disease pathogenesis, associates with disease severity and identifies patients with poor clinical outcomes. Genetic variants associated with lower SMAD5 expression may increase susceptibility to PAH.


Subject(s)
Familial Primary Pulmonary Hypertension/blood , Familial Primary Pulmonary Hypertension/genetics , RNA/blood , Adult , Cohort Studies , Female , Gene Expression Profiling , Humans , Male , Mendelian Randomization Analysis , Middle Aged
7.
Am J Respir Crit Care Med ; 201(5): 575-585, 2020 03 01.
Article in English | MEDLINE | ID: mdl-31661308

ABSTRACT

Rationale: Recently, rare heterozygous mutations in GDF2 were identified in patients with pulmonary arterial hypertension (PAH). GDF2 encodes the circulating BMP (bone morphogenetic protein) type 9, which is a ligand for the BMP2 receptor.Objectives: Here we determined the functional impact of GDF2 mutations and characterized plasma BMP9 and BMP10 levels in patients with idiopathic PAH.Methods: Missense BMP9 mutant proteins were expressed in vitro and the impact on BMP9 protein processing and secretion, endothelial signaling, and functional activity was assessed. Plasma BMP9 and BMP10 levels and activity were assayed in patients with PAH with GDF2 variants and in control subjects. Levels were also measured in a larger cohort of control subjects (n = 120) and patients with idiopathic PAH (n = 260).Measurements and Main Results: We identified a novel rare variation at the GDF2 and BMP10 loci, including copy number variation. In vitro, BMP9 missense proteins demonstrated impaired cellular processing and secretion. Patients with PAH who carried these mutations exhibited reduced plasma levels of BMP9 and reduced BMP activity. Unexpectedly, plasma BMP10 levels were also markedly reduced in these individuals. Although overall BMP9 and BMP10 levels did not differ between patients with PAH and control subjects, BMP10 levels were lower in PAH females. A subset of patients with PAH had markedly reduced plasma levels of BMP9 and BMP10 in the absence of GDF2 mutations.Conclusions: Our findings demonstrate that GDF2 mutations result in BMP9 loss of function and are likely causal. These mutations lead to reduced circulating levels of both BMP9 and BMP10. These findings support therapeutic strategies to enhance BMP9 or BMP10 signaling in PAH.


Subject(s)
Bone Morphogenetic Proteins/genetics , Growth Differentiation Factor 2/genetics , Pulmonary Arterial Hypertension/genetics , Adult , Bone Morphogenetic Proteins/metabolism , Case-Control Studies , DNA Copy Number Variations , Female , Growth Differentiation Factor 2/metabolism , Heterozygote , Humans , Male , Middle Aged , Mutation, Missense , Protein Transport , Pulmonary Arterial Hypertension/metabolism , Sex Factors
8.
Eur Respir J ; 55(2)2020 02.
Article in English | MEDLINE | ID: mdl-31744833

ABSTRACT

Pulmonary arterial hypertension (PAH) is a rare disease that leads to premature death from right heart failure. It is strongly associated with elevated red cell distribution width (RDW), a correlate of several iron status biomarkers. High RDW values can signal early-stage iron deficiency or iron deficiency anaemia. This study investigated whether elevated RDW is causally associated with PAH.A two-sample Mendelian randomisation (MR) approach was applied to investigate whether genetic predisposition to higher levels of RDW increases the odds of developing PAH. Primary and secondary MR analyses were performed using all available genome-wide significant RDW variants (n=179) and five genome-wide significant RDW variants that act via systemic iron status, respectively.We confirmed the observed association between RDW and PAH (OR 1.90, 95% CI 1.80-2.01) in a multicentre case-control study (cases n=642, disease controls n=15 889). The primary MR analysis was adequately powered to detect a causal effect (odds ratio) between 1.25 and 1.52 or greater based on estimates reported in the RDW genome-wide association study or from our own data. There was no evidence for a causal association between RDW and PAH in either the primary (ORcausal 1.07, 95% CI 0.92-1.24) or the secondary (ORcausal 1.09, 95% CI 0.77-1.54) MR analysis.The results suggest that at least some of the observed association of RDW with PAH is secondary to disease progression. Results of iron therapeutic trials in PAH should be interpreted with caution, as any improvements observed may not be mechanistically linked to the development of PAH.


Subject(s)
Hypertension, Pulmonary , Pulmonary Arterial Hypertension , Case-Control Studies , Erythrocyte Indices , Genome-Wide Association Study , Humans , Hypertension, Pulmonary/genetics
10.
Genet Med ; 22(5): 867-877, 2020 05.
Article in English | MEDLINE | ID: mdl-31949313

ABSTRACT

PURPOSE: To investigate if specific exon 38 or 39 KMT2D missense variants (MVs) cause a condition distinct from Kabuki syndrome type 1 (KS1). METHODS: Multiple individuals, with MVs in exons 38 or 39 of KMT2D that encode a highly conserved region of 54 amino acids flanked by Val3527 and Lys3583, were identified and phenotyped. Functional tests were performed to study their pathogenicity and understand the disease mechanism. RESULTS: The consistent clinical features of the affected individuals, from seven unrelated families, included choanal atresia, athelia or hypoplastic nipples, branchial sinus abnormalities, neck pits, lacrimal duct anomalies, hearing loss, external ear malformations, and thyroid abnormalities. None of the individuals had intellectual disability. The frequency of clinical features, objective software-based facial analysis metrics, and genome-wide peripheral blood DNA methylation patterns in these patients were significantly different from that of KS1. Circular dichroism spectroscopy indicated that these MVs perturb KMT2D secondary structure through an increased disordered to ɑ-helical transition. CONCLUSION: KMT2D MVs located in a specific region spanning exons 38 and 39 and affecting highly conserved residues cause a novel multiple malformations syndrome distinct from KS1. Unlike KMT2D haploinsufficiency in KS1, these MVs likely result in disease through a dominant negative mechanism.


Subject(s)
Abnormalities, Multiple , Hematologic Diseases , Vestibular Diseases , Abnormalities, Multiple/genetics , Face/abnormalities , Hematologic Diseases/diagnosis , Hematologic Diseases/genetics , Humans , Mutation , Vestibular Diseases/diagnosis , Vestibular Diseases/genetics
11.
Hum Mutat ; 39(9): 1246-1261, 2018 09.
Article in English | MEDLINE | ID: mdl-29924900

ABSTRACT

Adams-Oliver syndrome (AOS) is a rare developmental disorder, characterized by scalp aplasia cutis congenita (ACC) and transverse terminal limb defects (TTLD). Autosomal dominant forms of AOS are linked to mutations in ARHGAP31, DLL4, NOTCH1 or RBPJ, while DOCK6 and EOGT underlie autosomal recessive inheritance. Data on the frequency and distribution of mutations in large cohorts are currently limited. The purpose of this study was therefore to comprehensively examine the genetic architecture of AOS in an extensive cohort. Molecular diagnostic screening of 194 AOS/ACC/TTLD probands/families was conducted using next-generation and/or capillary sequencing analyses. In total, we identified 63 (likely) pathogenic mutations, comprising 56 distinct and 22 novel mutations, providing a molecular diagnosis in 30% of patients. Taken together with previous reports, these findings bring the total number of reported disease variants to 63, with a diagnostic yield of 36% in familial cases. NOTCH1 is the major contributor, underlying 10% of AOS/ACC/TTLD cases, with DLL4 (6%), DOCK6 (6%), ARHGAP31 (3%), EOGT (3%), and RBPJ (2%) representing additional causality in this cohort. We confirm the relevance of genetic screening across the AOS/ACC/TTLD spectrum, highlighting preliminary but important genotype-phenotype correlations. This cohort offers potential for further gene identification to address missing heritability.


Subject(s)
Ectodermal Dysplasia/genetics , Limb Deformities, Congenital/genetics , Scalp Dermatoses/congenital , rho GTP-Binding Proteins/genetics , Ectodermal Dysplasia/physiopathology , Extremities/physiopathology , Female , Genetic Association Studies , Humans , Limb Deformities, Congenital/physiopathology , Male , Mutation , Pedigree , Receptors, Notch/genetics , Scalp/physiopathology , Scalp Dermatoses/genetics , Scalp Dermatoses/physiopathology
12.
Circulation ; 136(21): 2022-2033, 2017 11 21.
Article in English | MEDLINE | ID: mdl-28972005

ABSTRACT

BACKGROUND: Pulmonary arterial hypertension (PAH) is a rare disease with an emerging genetic basis. Heterozygous mutations in the gene encoding the bone morphogenetic protein receptor type 2 (BMPR2) are the commonest genetic cause of PAH, whereas biallelic mutations in the eukaryotic translation initiation factor 2 alpha kinase 4 gene (EIF2AK4) are described in pulmonary veno-occlusive disease/pulmonary capillary hemangiomatosis. Here, we determine the frequency of these mutations and define the genotype-phenotype characteristics in a large cohort of patients diagnosed clinically with PAH. METHODS: Whole-genome sequencing was performed on DNA from patients with idiopathic and heritable PAH and with pulmonary veno-occlusive disease/pulmonary capillary hemangiomatosis recruited to the National Institute of Health Research BioResource-Rare Diseases study. Heterozygous variants in BMPR2 and biallelic EIF2AK4 variants with a minor allele frequency of <1:10 000 in control data sets and predicted to be deleterious (by combined annotation-dependent depletion, PolyPhen-2, and sorting intolerant from tolerant predictions) were identified as potentially causal. Phenotype data from the time of diagnosis were also captured. RESULTS: Eight hundred sixty-four patients with idiopathic or heritable PAH and 16 with pulmonary veno-occlusive disease/pulmonary capillary hemangiomatosis were recruited. Mutations in BMPR2 were identified in 130 patients (14.8%). Biallelic mutations in EIF2AK4 were identified in 5 patients with a clinical diagnosis of pulmonary veno-occlusive disease/pulmonary capillary hemangiomatosis. Furthermore, 9 patients with a clinical diagnosis of PAH carried biallelic EIF2AK4 mutations. These patients had a reduced transfer coefficient for carbon monoxide (Kco; 33% [interquartile range, 30%-35%] predicted) and younger age at diagnosis (29 years; interquartile range, 23-38 years) and more interlobular septal thickening and mediastinal lymphadenopathy on computed tomography of the chest compared with patients with PAH without EIF2AK4 mutations. However, radiological assessment alone could not accurately identify biallelic EIF2AK4 mutation carriers. Patients with PAH with biallelic EIF2AK4 mutations had a shorter survival. CONCLUSIONS: Biallelic EIF2AK4 mutations are found in patients classified clinically as having idiopathic and heritable PAH. These patients cannot be identified reliably by computed tomography, but a low Kco and a young age at diagnosis suggests the underlying molecular diagnosis. Genetic testing can identify these misclassified patients, allowing appropriate management and early referral for lung transplantation.


Subject(s)
Arterial Pressure/genetics , Hypertension, Pulmonary/genetics , Mutation , Protein Serine-Threonine Kinases/genetics , Pulmonary Artery/physiopathology , Adult , Aged , Bone Morphogenetic Protein Receptors, Type II/genetics , DNA Mutational Analysis , Europe , Female , Gene Frequency , Genetic Association Studies , Genetic Predisposition to Disease , Heredity , Humans , Hypertension, Pulmonary/diagnosis , Hypertension, Pulmonary/enzymology , Hypertension, Pulmonary/physiopathology , Male , Middle Aged , Pedigree , Phenotype , Predictive Value of Tests , Prospective Studies , Retrospective Studies , Risk Factors , Tomography, X-Ray Computed , Young Adult
13.
Am J Hum Genet ; 97(3): 475-82, 2015 Sep 03.
Article in English | MEDLINE | ID: mdl-26299364

ABSTRACT

Adams-Oliver syndrome (AOS) is a rare developmental disorder characterized by the presence of aplasia cutis congenita (ACC) of the scalp vertex and terminal limb-reduction defects. Cardiovascular anomalies are also frequently observed. Mutations in five genes have been identified as a cause for AOS prior to this report. Mutations in EOGT and DOCK6 cause autosomal-recessive AOS, whereas mutations in ARHGAP31, RBPJ, and NOTCH1 lead to autosomal-dominant AOS. Because RBPJ, NOTCH1, and EOGT are involved in NOTCH signaling, we hypothesized that mutations in other genes involved in this pathway might also be implicated in AOS pathogenesis. Using a candidate-gene-based approach, we prioritized DLL4, a critical NOTCH ligand, due to its essential role in vascular development in the context of cardiovascular features in AOS-affected individuals. Targeted resequencing of the DLL4 gene with a custom enrichment panel in 89 independent families resulted in the identification of seven mutations. A defect in DLL4 was also detected in two families via whole-exome or genome sequencing. In total, nine heterozygous mutations in DLL4 were identified, including two nonsense and seven missense variants, the latter encompassing four mutations that replace or create cysteine residues, which are most likely critical for maintaining structural integrity of the protein. Affected individuals with DLL4 mutations present with variable clinical expression with no emerging genotype-phenotype correlations. Our findings demonstrate that DLL4 mutations are an additional cause of autosomal-dominant AOS or isolated ACC and provide further evidence for a key role of NOTCH signaling in the etiology of this disorder.


Subject(s)
Ectodermal Dysplasia/genetics , Ectodermal Dysplasia/pathology , Intercellular Signaling Peptides and Proteins/genetics , Limb Deformities, Congenital/genetics , Limb Deformities, Congenital/pathology , Mutation/genetics , Scalp Dermatoses/congenital , Signal Transduction/genetics , Adaptor Proteins, Signal Transducing , Amino Acid Sequence , Base Sequence , Calcium-Binding Proteins , Heterozygote , Humans , Molecular Sequence Data , Pedigree , Receptors, Notch/genetics , Scalp Dermatoses/genetics , Scalp Dermatoses/pathology , Sequence Analysis, DNA
14.
Hum Mutat ; 36(12): 1135-44, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26394720

ABSTRACT

Genetic heterogeneity presents a significant challenge for the identification of monogenic disease genes. Whole-exome sequencing generates a large number of candidate disease-causing variants and typical analyses rely on deleterious variants being observed in the same gene across several unrelated affected individuals. This is less likely to occur for genetically heterogeneous diseases, making more advanced analysis methods necessary. To address this need, we present HetRank, a flexible gene-ranking method that incorporates interaction network data. We first show that different genes underlying the same monogenic disease are frequently connected in protein interaction networks. This motivates the central premise of HetRank: those genes carrying potentially pathogenic variants and whose network neighbors do so in other affected individuals are strong candidates for follow-up study. By simulating 1,000 exome sequencing studies (20,000 exomes in total), we model varying degrees of genetic heterogeneity and show that HetRank consistently prioritizes more disease-causing genes than existing analysis methods. We also demonstrate a proof-of-principle application of the method to prioritize genes causing Adams-Oliver syndrome, a genetically heterogeneous rare disease. An implementation of HetRank in R is available via the Website http://sourceforge.net/p/hetrank/.


Subject(s)
Computational Biology/methods , Exome , Genetic Association Studies/methods , Genetic Heterogeneity , High-Throughput Nucleotide Sequencing , Software , Computer Simulation , Epistasis, Genetic , Gene Regulatory Networks , Genetic Diseases, Inborn/genetics , Genetic Diseases, Inborn/metabolism , Humans , Protein Interaction Mapping/methods , Web Browser
15.
Hum Mutat ; 36(6): 593-8, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25824905

ABSTRACT

Adams-Oliver syndrome (AOS) is characterized by the association of aplasia cutis congenita with terminal transverse limb defects, often accompanied by additional cardiovascular or neurological features. Both autosomal-dominant and autosomal-recessive disease transmission have been observed, with recent gene discoveries indicating extensive genetic heterogeneity. Mutations of the DOCK6 gene were first described in autosomal-recessive cases of AOS and only five DOCK6-related families have been reported to date. Recently, a second type of autosomal-recessive AOS has been attributed to EOGT mutations in three consanguineous families. Here, we describe the identification of 13 DOCK6 mutations, the majority of which are novel, across 10 unrelated individuals from a large cohort comprising 47 sporadic cases and 31 AOS pedigrees suggestive of autosomal-recessive inheritance. DOCK6 mutations were strongly associated with structural brain abnormalities, ocular anomalies, and intellectual disability, thus suggesting that DOCK6-linked disease represents a variant of AOS with a particularly poor prognosis.


Subject(s)
Brain/abnormalities , Ectodermal Dysplasia/diagnosis , Ectodermal Dysplasia/genetics , Eye Abnormalities/genetics , Genes, Recessive , Genetic Association Studies , Guanine Nucleotide Exchange Factors/genetics , Limb Deformities, Congenital/diagnosis , Limb Deformities, Congenital/genetics , Mutation , Scalp Dermatoses/congenital , Adolescent , Brain/pathology , Child , Child, Preschool , Female , Humans , Infant , Infant, Newborn , Magnetic Resonance Imaging , Male , Scalp Dermatoses/diagnosis , Scalp Dermatoses/genetics , Tomography, X-Ray Computed , Young Adult
16.
Hum Mutat ; 36(11): 1112, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26457590

ABSTRACT

The original article to which this Erratum refers was published in Human Mutation 36(6):593­598(DOI:10.1002/humu22795).The authors realized that a co-author, Nuria C. Bramswig, was left off of the title page of this article at the time of submission. This erratum serves to correct this error by including Dr. Bramswig and Dr. Bramswig's institution in the title page information.The authors regret the error.

17.
Hum Mutat ; 36(12): 1113-27, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26387786

ABSTRACT

Pulmonary arterial hypertension (PAH) is an often fatal disorder resulting from several causes including heterogeneous genetic defects. While mutations in the bone morphogenetic protein receptor type II (BMPR2) gene are the single most common causal factor for hereditary cases, pathogenic mutations have been observed in approximately 25% of idiopathic PAH patients without a prior family history of disease. Additional defects of the transforming growth factor beta pathway have been implicated in disease pathogenesis. Specifically, studies have confirmed activin A receptor type II-like 1 (ACVRL1), endoglin (ENG), and members of the SMAD family as contributing to PAH both with and without associated clinical phenotypes. Most recently, next-generation sequencing has identified novel, rare genetic variation implicated in the PAH disease spectrum. Of importance, several identified genetic factors converge on related pathways and provide significant insight into the development, maintenance, and pathogenetic transformation of the pulmonary vascular bed. Together, these analyses represent the largest comprehensive compilation of BMPR2 and associated genetic risk factors for PAH, comprising known and novel variation. Additionally, with the inclusion of an allelic series of locus-specific variation in BMPR2, these data provide a key resource in data interpretation and development of contemporary therapeutic and diagnostic tools.


Subject(s)
Hypertension, Pulmonary/genetics , Animals , Bone Morphogenetic Protein Receptors, Type II/chemistry , Bone Morphogenetic Protein Receptors, Type II/genetics , Bone Morphogenetic Protein Receptors, Type II/metabolism , Disease Models, Animal , Genetic Association Studies , Genetic Counseling , Genetic Predisposition to Disease , Genetic Variation , High-Throughput Nucleotide Sequencing , Humans , Hypertension, Pulmonary/diagnosis , Hypertension, Pulmonary/metabolism , Multigene Family , Mutation , Signal Transduction , Transforming Growth Factor beta/genetics , Transforming Growth Factor beta/metabolism
18.
Am J Hum Genet ; 88(5): 574-85, 2011 May 13.
Article in English | MEDLINE | ID: mdl-21565291

ABSTRACT

Regulation of cell proliferation and motility is essential for normal development. The Rho family of GTPases plays a critical role in the control of cell polarity and migration by effecting the cytoskeleton, membrane trafficking, and cell adhesion. We investigated a recognized developmental disorder, Adams-Oliver syndrome (AOS), characterized by the combination of aplasia cutis congenita (ACC) and terminal transverse limb defects (TTLD). Through a genome-wide linkage analysis, we detected a locus for autosomal-dominant ACC-TTLD on 3q generating a maximum LOD score of 4.93 at marker rs1464311. Candidate-gene- and exome-based sequencing led to the identification of independent premature truncating mutations in the terminal exon of the Rho GTPase-activating protein 31 gene, ARHGAP31, which encodes a Cdc42/Rac1 regulatory protein. Mutant transcripts are stable and increase ARHGAP31 activity in vitro through a gain-of-function mechanism. Constitutively active ARHGAP31 mutations result in a loss of available active Cdc42 and consequently disrupt actin cytoskeletal structures. Arhgap31 expression in the mouse is substantially restricted to the terminal limb buds and craniofacial processes during early development; these locations closely mirror the sites of impaired organogenesis that characterize this syndrome. These data identify the requirement for regulated Cdc42 and/or Rac1 signaling processes during early human development.


Subject(s)
Ectodermal Dysplasia/genetics , GTPase-Activating Proteins/genetics , Mutation , Actins/metabolism , Cell Adhesion , Cell Movement , Cell Polarity , Cell Proliferation , Chromosome Mapping , Cytoskeleton/metabolism , DNA Mutational Analysis , Ectodermal Dysplasia/embryology , Female , Gene Expression Regulation , HEK293 Cells , HeLa Cells , Humans , Limb Deformities, Congenital/embryology , Limb Deformities, Congenital/genetics , Male , Scalp Dermatoses/congenital , Scalp Dermatoses/embryology , Scalp Dermatoses/genetics , Signal Transduction , cdc42 GTP-Binding Protein/metabolism , rac1 GTP-Binding Protein/metabolism
19.
Sci Transl Med ; 16(729): eadd2029, 2024 01 10.
Article in English | MEDLINE | ID: mdl-38198571

ABSTRACT

Hypoxic reprogramming of vasculature relies on genetic, epigenetic, and metabolic circuitry, but the control points are unknown. In pulmonary arterial hypertension (PAH), a disease driven by hypoxia inducible factor (HIF)-dependent vascular dysfunction, HIF-2α promoted expression of neighboring genes, long noncoding RNA (lncRNA) histone lysine N-methyltransferase 2E-antisense 1 (KMT2E-AS1) and histone lysine N-methyltransferase 2E (KMT2E). KMT2E-AS1 stabilized KMT2E protein to increase epigenetic histone 3 lysine 4 trimethylation (H3K4me3), driving HIF-2α-dependent metabolic and pathogenic endothelial activity. This lncRNA axis also increased HIF-2α expression across epigenetic, transcriptional, and posttranscriptional contexts, thus promoting a positive feedback loop to further augment HIF-2α activity. We identified a genetic association between rs73184087, a single-nucleotide variant (SNV) within a KMT2E intron, and disease risk in PAH discovery and replication patient cohorts and in a global meta-analysis. This SNV displayed allele (G)-specific association with HIF-2α, engaged in long-range chromatin interactions, and induced the lncRNA-KMT2E tandem in hypoxic (G/G) cells. In vivo, KMT2E-AS1 deficiency protected against PAH in mice, as did pharmacologic inhibition of histone methylation in rats. Conversely, forced lncRNA expression promoted more severe PH. Thus, the KMT2E-AS1/KMT2E pair orchestrates across convergent multi-ome landscapes to mediate HIF-2α pathobiology and represents a key clinical target in pulmonary hypertension.


Subject(s)
Hypertension, Pulmonary , RNA, Long Noncoding , Humans , Rats , Animals , Mice , Alleles , Hypertension, Pulmonary/genetics , Histones , RNA, Long Noncoding/genetics , Rodentia , Lysine , Familial Primary Pulmonary Hypertension , Hypoxia/genetics , Methyltransferases , Basic Helix-Loop-Helix Transcription Factors/genetics
20.
Curr Opin Genet Dev ; 75: 101936, 2022 08.
Article in English | MEDLINE | ID: mdl-35772304

ABSTRACT

Until recently, the molecular aetiology of paediatric pulmonary hypertension (PH) was relatively poorly understood. While the TGF-ß/BMP pathway was recognised as central to disease progression, genetic analyses in children were largely confined to targeted screening of risk genes in small cohorts, with clinical management extrapolated from adult data. In recent years, next-generation sequencing has highlighted notable differences in the genetic architecture underlying childhood-onset cases, with a higher genetic burden in children partly explained by comorbidities such as congenital heart disease. Here, we review recent genetic advances in paediatric PH and highlight important risk factors such as dysregulation of the transcription factors SOX17 and TBX4. Given the poorer prognosis in paediatric cases, molecular diagnosis offers a vital tool to enhance clinical care of children with PH.


Subject(s)
Heart Defects, Congenital , Hypertension, Pulmonary , Adult , Child , Genetic Predisposition to Disease/genetics , Heart Defects, Congenital/genetics , Humans , Hypertension, Pulmonary/genetics , Molecular Biology , Risk Factors
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