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1.
Nature ; 2024 May 20.
Article in English | MEDLINE | ID: mdl-38768635

ABSTRACT

Rare coding variants that significantly impact function provide insights into the biology of a gene1-3. However, ascertaining their frequency requires large sample sizes4-8. Here, we present a catalogue of human protein-coding variation, derived from exome sequencing of 983,578 individuals across diverse populations. 23% of the Regeneron Genetics Center Million Exome data (RGC-ME) comes from non-European individuals of African, East Asian, Indigenous American, Middle Eastern, and South Asian ancestry. This catalogue includes over 10.4 million missense and 1.1 million predicted loss-of-function (pLOF) variants. We identify individuals with rare biallelic pLOF variants in 4,848 genes, 1,751 of which have not been previously reported. From precise quantitative estimates of selection against heterozygous loss-of-function, we identify 3,988 loss-of-function intolerant genes, including 86 that were previously assessed as tolerant and 1,153 lacking established disease annotation. We also define regions of missense depletion at high resolution. Notably, 1,482 genes have regions depleted of missense variants despite being tolerant to pLOF variants. Finally, we estimate that 3% of individuals have a clinically actionable genetic variant, and that 11,773 variants reported in ClinVar with unknown significance are likely to be deleterious cryptic splice sites. To facilitate variant interpretation and genetics-informed precision medicine, we make this important resource of coding variation from the RGC-ME accessible via a public variant allele frequency browser.

2.
Nature ; 586(7831): 749-756, 2020 10.
Article in English | MEDLINE | ID: mdl-33087929

ABSTRACT

The UK Biobank is a prospective study of 502,543 individuals, combining extensive phenotypic and genotypic data with streamlined access for researchers around the world1. Here we describe the release of exome-sequence data for the first 49,960 study participants, revealing approximately 4 million coding variants (of which around 98.6% have a frequency of less than 1%). The data include 198,269 autosomal predicted loss-of-function (LOF) variants, a more than 14-fold increase compared to the imputed sequence. Nearly all genes (more than 97%) had at least one carrier with a LOF variant, and most genes (more than 69%) had at least ten carriers with a LOF variant. We illustrate the power of characterizing LOF variants in this population through association analyses across 1,730 phenotypes. In addition to replicating established associations, we found novel LOF variants with large effects on disease traits, including PIEZO1 on varicose veins, COL6A1 on corneal resistance, MEPE on bone density, and IQGAP2 and GMPR on blood cell traits. We further demonstrate the value of exome sequencing by surveying the prevalence of pathogenic variants of clinical importance, and show that 2% of this population has a medically actionable variant. Furthermore, we characterize the penetrance of cancer in carriers of pathogenic BRCA1 and BRCA2 variants. Exome sequences from the first 49,960 participants highlight the promise of genome sequencing in large population-based studies and are now accessible to the scientific community.


Subject(s)
Databases, Genetic , Exome Sequencing , Exome/genetics , Loss of Function Mutation/genetics , Phenotype , Aged , Bone Density/genetics , Collagen Type VI/genetics , Demography , Female , Genes, BRCA1 , Genes, BRCA2 , Genotype , Humans , Ion Channels/genetics , Male , Middle Aged , Neoplasms/genetics , Penetrance , Peptide Fragments/genetics , United Kingdom , Varicose Veins/genetics , ras GTPase-Activating Proteins/genetics
3.
Chembiochem ; : e202400081, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38830828

ABSTRACT

Mucopolysaccharidosis type IIIB (MPS IIIB) is an autosomal inherited disease caused by mutations in gene encoding the lysosomal enzyme N-acetyl-alpha-glucosaminidase (NAGLU). These mutations result in reduced NAGLU activity, preventing it from catalyzing the hydrolysis of the glycosaminoglycan heparan sulfate (HS). There are currently no approved treatments for MPS IIIB. A novel approach in the treatment of lysosomal storage diseases is the use of pharmacological chaperones (PC). In this study, we used a drug repurposing approach to identify and characterize novel potential PCs for NAGLU enzyme. We modeled the interaction of natural and artificial substrates within the active cavity of NAGLU (orthosteric site) and predicted potential allosteric sites. We performed a virtual screening for both the orthosteric and the predicted allosteric site against a curated database of human tested molecules. Considering the binding affinity and predicted blood-brain barrier permeability and gastrointestinal absorption, we selected atovaquone and piperaquine as orthosteric and allosteric PCs. The PCs were evaluated by their capacity to bind NAGLU and the ability to restore the enzymatic activity in human MPS IIIB fibroblasts These results represent novel PCs described for MPS IIIB and demonstrate the potential to develop novel therapeutic alternatives for this and other protein deficiency diseases.

4.
J Exp Biol ; 227(7)2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38426398

ABSTRACT

Climbing represents a critical behavior in the context of primate evolution. However, anatomically modern human populations are considered ill-suited for climbing. This adaptation can be attributed to the evolution of striding bipedalism, redirecting anatomical traits away from efficient climbing. Although prior studies have speculated on the kinetic consequences of this anatomical reorganization, there is a lack of data on the force profiles of human climbers. This study utilized high-speed videography and force plate analysis to assess single limb forces during climbing from 44 human participants of varying climbing experience and compared these data with climbing data from eight species of non-human primates (anthropoids and strepsirrhines). Contrary to expectations, experience level had no significant effect on the magnitude of single limb forces in humans. Experienced climbers did, however, demonstrate a predictable relationship between center of mass position and peak normal forces, suggesting a better ability to modulate forces during climbing. Humans exhibited significantly higher peak propulsive forces in the hindlimb compared with the forelimb and greater hindlimb dominance overall compared with non-human primates. All species sampled demonstrated exclusively tensile forelimbs and predominantly compressive hindlimbs. Strepsirrhines exhibited a pull-push transition in normal forces, while anthropoid primates, including humans, did not. Climbing force profiles are remarkably stereotyped across humans, reflecting the universal mechanical demands of this form of locomotion. Extreme functional differentiation between forelimbs and hindlimbs in humans may help to explain the evolution of bipedalism in ancestrally climbing hominoids.


Subject(s)
Locomotion , Primates , Animals , Humans , Biomechanical Phenomena , Hindlimb , Lower Extremity
5.
Neurosurg Focus ; 54(2): E7, 2023 02.
Article in English | MEDLINE | ID: mdl-36724524

ABSTRACT

OBJECTIVE: Despite its relatively low prevalence, schizophrenia has a high burden of illness due to its lifelong effects and the fact that it is often refractory to psychotropic treatment. This review investigated how neurosurgical interventions, primarily neuromodulation through deep brain stimulation (DBS), can mitigate treatment-refractory schizophrenia. Pathophysiological data and ongoing clinical trials were reviewed to suggest which targets hold promise for neurosurgical efficacy. METHODS: A systematic review of the literature was conducted via an electronic search of the PubMed, Scopus, and Web of Science databases. Included papers were human or animal studies of neurosurgical interventions for schizophrenia conducted between 2012 and 2022. An electronic search of ClinicalTrials.gov and the International Clinical Trials Registry Platform was conducted to find ongoing clinical trials. The ROBINS-I (Risk of Bias in Nonrandomized Studies of Interventions) assessment tool was used to evaluate risk of bias in the study. RESULTS: Eight human and 2 rat studies were included in the review. Of the human studies, 5 used DBS targeting the nucleus accumbens, subgenual anterior cingulate cortex, habenula, and substantial nigra pars reticulata. The remaining 3 human studies reported the results of subcaudate tractotomies and anterior capsulotomies. The rat studies investigated DBS of the nucleus accumbens and medial prefrontal cortex. Overall, human studies demonstrated long-term reduction in Positive and Negative Syndrome Scale scores in many participants, with a low incidence of surgical and psychological side effects. The rat studies demonstrated improved prepulse and latent inhibition in the targeted areas after DBS. CONCLUSIONS: As identified in this review, recent studies have investigated the potential effects of therapeutic DBS for schizophrenia, with varying results. DBS targets that have been explored include the hippocampus, subgenual anterior cingulate cortex, habenula, substantia nigra pars reticulata, and medial prefrontal cortex. In addition to DBS, other neuromodulatory techniques such as neuroablation have been studied. Current evidence suggests that neuroablation in the subcaudate tract and anterior capsulotomy may be beneficial for some patients. The authors recommend further exploration of neuromodulation for treatment-refractory schizophrenia, under the condition that rigorous standards be upheld when considering surgical candidacy for these treatments, given that their safety and efficacy remain to be determined.


Subject(s)
Deep Brain Stimulation , Neurosurgery , Psychosurgery , Schizophrenia , Humans , Rats , Animals , Schizophrenia/surgery , Neurosurgical Procedures , Nucleus Accumbens , Deep Brain Stimulation/methods
6.
Pharmacogenomics J ; 22(3): 160-165, 2022 05.
Article in English | MEDLINE | ID: mdl-35149777

ABSTRACT

Sarilumab is a human monoclonal antibody against interleukin (IL)-6Rα that has been approved for the treatment of adult patients with moderately to severely active rheumatoid arthritis (RA) and an inadequate response or intolerance to one or more disease-modifying antirheumatic drugs (DMARDs). Mild liver function test abnormalities have been observed in patients treated with sarilumab. We describe a genome-wide association study of bilirubin elevations in RA patients treated with sarilumab. Array genotyping and exome sequencing were performed on DNA samples from 1075 patients. Variants in the UGT1A1 gene were strongly associated with maximum bilirubin elevations in sarilumab-treated patients (rs4148325; p = 2.88 × 10-41) but were not associated with aminotransferase elevations. No other independent loci showed evidence of association with bilirubin elevations after sarilumab treatment. These findings suggest that most bilirubin increases during sarilumab treatment are related to genetic variation in UGT1A1 rather than underlying liver injury.


Subject(s)
Antirheumatic Agents , Arthritis, Rheumatoid , Adult , Antibodies, Monoclonal, Humanized , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Arthritis, Rheumatoid/genetics , Bilirubin/therapeutic use , Genome-Wide Association Study , Glucuronosyltransferase/genetics , Humans , Treatment Outcome
7.
Am J Hum Genet ; 102(5): 874-889, 2018 05 03.
Article in English | MEDLINE | ID: mdl-29727688

ABSTRACT

Large-scale human genetics studies are ascertaining increasing proportions of populations as they continue growing in both number and scale. As a result, the amount of cryptic relatedness within these study cohorts is growing rapidly and has significant implications on downstream analyses. We demonstrate this growth empirically among the first 92,455 exomes from the DiscovEHR cohort and, via a custom simulation framework we developed called SimProgeny, show that these measures are in line with expectations given the underlying population and ascertainment approach. For example, within DiscovEHR we identified ∼66,000 close (first- and second-degree) relationships, involving 55.6% of study participants. Our simulation results project that >70% of the cohort will be involved in these close relationships, given that DiscovEHR scales to 250,000 recruited individuals. We reconstructed 12,574 pedigrees by using these relationships (including 2,192 nuclear families) and leveraged them for multiple applications. The pedigrees substantially improved the phasing accuracy of 20,947 rare, deleterious compound heterozygous mutations. Reconstructed nuclear families were critical for identifying 3,415 de novo mutations in ∼1,783 genes. Finally, we demonstrate the segregation of known and suspected disease-causing mutations, including a tandem duplication that occurs in LDLR and causes familial hypercholesterolemia, through reconstructed pedigrees. In summary, this work highlights the prevalence of cryptic relatedness expected among large healthcare population-genomic studies and demonstrates several analyses that are uniquely enabled by large amounts of cryptic relatedness.


Subject(s)
Exome/genetics , Precision Medicine , Cohort Studies , Computer Simulation , Electronic Health Records , Exons/genetics , Family , Female , Genetics, Population , Geography , Heterozygote , Humans , Male , Mutation/genetics , Pedigree , Phenotype , Reproducibility of Results
8.
N Engl J Med ; 378(12): 1096-1106, 2018 03 22.
Article in English | MEDLINE | ID: mdl-29562163

ABSTRACT

BACKGROUND: Elucidation of the genetic factors underlying chronic liver disease may reveal new therapeutic targets. METHODS: We used exome sequence data and electronic health records from 46,544 participants in the DiscovEHR human genetics study to identify genetic variants associated with serum levels of alanine aminotransferase (ALT) and aspartate aminotransferase (AST). Variants that were replicated in three additional cohorts (12,527 persons) were evaluated for association with clinical diagnoses of chronic liver disease in DiscovEHR study participants and two independent cohorts (total of 37,173 persons) and with histopathological severity of liver disease in 2391 human liver samples. RESULTS: A splice variant (rs72613567:TA) in HSD17B13, encoding the hepatic lipid droplet protein hydroxysteroid 17-beta dehydrogenase 13, was associated with reduced levels of ALT (P=4.2×10-12) and AST (P=6.2×10-10). Among DiscovEHR study participants, this variant was associated with a reduced risk of alcoholic liver disease (by 42% [95% confidence interval {CI}, 20 to 58] among heterozygotes and by 53% [95% CI, 3 to 77] among homozygotes), nonalcoholic liver disease (by 17% [95% CI, 8 to 25] among heterozygotes and by 30% [95% CI, 13 to 43] among homozygotes), alcoholic cirrhosis (by 42% [95% CI, 14 to 61] among heterozygotes and by 73% [95% CI, 15 to 91] among homozygotes), and nonalcoholic cirrhosis (by 26% [95% CI, 7 to 40] among heterozygotes and by 49% [95% CI, 15 to 69] among homozygotes). Associations were confirmed in two independent cohorts. The rs72613567:TA variant was associated with a reduced risk of nonalcoholic steatohepatitis, but not steatosis, in human liver samples. The rs72613567:TA variant mitigated liver injury associated with the risk-increasing PNPLA3 p.I148M allele and resulted in an unstable and truncated protein with reduced enzymatic activity. CONCLUSIONS: A loss-of-function variant in HSD17B13 was associated with a reduced risk of chronic liver disease and of progression from steatosis to steatohepatitis. (Funded by Regeneron Pharmaceuticals and others.).


Subject(s)
17-Hydroxysteroid Dehydrogenases/genetics , Fatty Liver/genetics , Genetic Predisposition to Disease , Liver Diseases/genetics , Loss of Function Mutation , 17-Hydroxysteroid Dehydrogenases/metabolism , Alanine Transaminase/blood , Aspartate Aminotransferases/blood , Biomarkers/blood , Chronic Disease , Disease Progression , Female , Genetic Variation , Genotype , Humans , Linear Models , Liver/pathology , Liver Diseases/pathology , Male , Sequence Analysis, RNA , Exome Sequencing
9.
Hum Brain Mapp ; 42(8): 2322-2331, 2021 06 01.
Article in English | MEDLINE | ID: mdl-33755270

ABSTRACT

Voxel-based morphometry is an established technique to study focal structural brain differences in neurologic disease. More recently, texture-based analysis methods have enabled a pattern-based assessment of group differences, at the patch level rather than at the voxel level, allowing a more sensitive localization of structural differences between patient populations. In this study, we propose a texture-based approach to identify structural differences between the cerebellum of patients with Parkinson's disease (n = 280) and essential tremor (n = 109). We analyzed anatomical differences of the cerebellum among patients using two features: T1-weighted MRI intensity, and a texture-based similarity feature. Our results show anatomical differences between groups that are localized to the inferior part of the cerebellar cortex. Both the T1-weighted intensity and texture showed differences in lobules VIII and IX, vermis VIII and IX, and middle peduncle, but the texture analysis revealed additional differences in the dentate nucleus, lobules VI and VII, vermis VI and VII. This comparison emphasizes how T1-weighted intensity and texture-based methods can provide a complementary anatomical structure analysis. While texture-based similarity shows high sensitivity for gray matter differences, T1-weighted intensity shows sensitivity for the detection of white matter differences.


Subject(s)
Cerebellum/pathology , Essential Tremor/pathology , Magnetic Resonance Imaging/methods , Neuroimaging/methods , Parkinson Disease/pathology , Aged , Cerebellum/diagnostic imaging , Diagnosis, Differential , Essential Tremor/diagnostic imaging , Female , Humans , Male , Middle Aged , Parkinson Disease/diagnostic imaging
10.
Dev World Bioeth ; 21(4): 153-172, 2021 12.
Article in English | MEDLINE | ID: mdl-32965788

ABSTRACT

Using a fair allocation approach, this paper identifies and examines important concerns arising from the Philippines' COVID-19 response while focusing on difficulties encountered by various sectors in gaining fair access to needed societal resources. The effectiveness of different response measures is anchored on addressing inequities that have permeated Philippine society for a long time. Since most measures that are in place as part of the COVID-19 response are meant to be temporary, these are unable to resolve the inequities that have led to the magnitude of morbidity and mortality associated with the pandemic. These cannot improve the country's readiness to deal with pandemics and other emergencies in the future. Transition to a new normal recognizes the possibility that other infectious diseases could come and endanger our health security. Our pandemic experiences are proving that having an egalitarian society will serve the interests not only of disadvantaged sectors but also of everybody else, including the privileged. Response measures should thus take the opportunity to promote equity by giving importance to the concerns of the underprivileged and vulnerable while giving preference to initiatives that can be sustained beyond the period of the current pandemic.


Subject(s)
COVID-19 , Pandemics , Health Care Rationing , Humans , Philippines , SARS-CoV-2
11.
Am J Med Genet C Semin Med Genet ; 184(4): 885-895, 2020 12.
Article in English | MEDLINE | ID: mdl-33111489

ABSTRACT

GM2 gangliosidosis, Tay-Sachs and Sandhoff diseases, are lysosomal storage disorders characterized by the lysosomal accumulation of GM2 gangliosides. This accumulation is due to deficiency in the activity of the ß-hexosaminidases Hex-A or Hex-B, which are dimeric hydrolases formed by αß or ßß subunits, respectively. These disorders show similar clinical manifestations that range from mild systemic symptoms to neurological damage and premature death. There is still no effective therapy for GM2 gangliosidoses, but some therapeutic alternatives, as enzyme replacement therapy, have being evaluated. Previously, we reported the production of active human recombinant ß-hexosaminidases (rhHex-A and rhHex-B) in the methylotrophic yeast Pichia pastoris. In this study, we evaluated in vitro the cellular uptake, intracellular delivery to lysosome, and reduction of stored substrates. Both enzymes were taken-up via endocytic pathway mediated by mannose and mannose-6-phosphate receptors and delivered to lysosomes. Noteworthy, rhHex-A diminished the levels of stored lipids and lysosome mass in fibroblasts from Tay-Sachs patients. Overall, these results confirm the potential of P. pastoris as host to produce recombinant ß-hexosaminidases intended to be used in the treatment of GM2 gangliosidosis.


Subject(s)
Hexosaminidases , Sandhoff Disease , Fibroblasts , Humans , Lysosomes , Saccharomycetales , Sandhoff Disease/drug therapy , Sandhoff Disease/genetics
12.
Mov Disord ; 35(7): 1181-1188, 2020 07.
Article in English | MEDLINE | ID: mdl-32343870

ABSTRACT

BACKGROUND: Parkinson's disease (PD) and essential tremor (ET) are commonly encountered movement disorders. Pathophysiologic processes that localize to the cerebellum are described in both. There are limited studies investigating cerebellar structural changes in these conditions, largely because of inherent challenges in the efficiency of segmentation. METHODS: We applied a novel multiatlas cerebellar segmentation method to T1-weighted images in 282 PD and 111 essential tremor patients to define 26 cerebellar lobule volumes. The severity of postural and resting tremor in both populations and gait and postural instability in PD patients were defined using subscores of the UPDRS and Washington Heights-Inwood Genetic Study motor scales. These clinical measurements were related to lobule volume size. Multiple comparisons were controlled using a false discovery rate method. RESULTS: Group differences were identified between ET and PD patients, with reductions in deep cerebellar nucleus volume in ET versus reduced lobule VI volume in PD. In ET patients, lobule VIII was negatively correlated with the severity of postural tremor. In PD patients, lobule IV was positively correlated with resting tremor and total tremor severity. We observed differences in cerebellar structure that localized to sensorimotor lobules of the cerebellum. Lobule volumes appeared to differentially relate to clinical symptoms, suggesting important clinicopathologic distinctions between these conditions. These results emphasize the role of the cerebellum in tremor symptoms and should foster future clinical and pathologic investigations of the sensorimotor lobules of the cerebellum. © 2020 International Parkinson and Movement Disorder Society.


Subject(s)
Essential Tremor , Parkinson Disease , Cerebellum/diagnostic imaging , Essential Tremor/diagnostic imaging , Humans , Magnetic Resonance Imaging , Parkinson Disease/complications , Parkinson Disease/diagnostic imaging , Tremor
13.
Neurosurg Focus ; 49(3): E3, 2020 09.
Article in English | MEDLINE | ID: mdl-32871569

ABSTRACT

OBJECTIVE: Minimally invasive anterior lumbar interbody fusion surgery (MIS ALIF) is a technique that restores disc height and lumbar lordosis through a smaller exposure and less soft-tissue trauma compared to open approaches. The mini-open and laparoscopic assistance techniques are two main forms of MIS ALIF. The authors conducted a systematic review that sought to critically summarize the literature on back pain following MIS ALIF. METHODS: In March 2020, the authors searched the PubMed, Web of Science, and Cochrane Library databases for studies describing back pain visual analog scale (VAS) outcomes after MIS ALIF. The following exclusion criteria were applied to studies evaluated in full text: 1) the study included fewer than 20 patients, 2) the mean follow-up duration was shorter than 12 months, 3) the study did not report back pain VAS score as an outcome measure, and 4) MIS ALIF was not studied specifically. The methodology for the included studies were evaluated for potential biases and assigned a level of evidence. RESULTS: There were a total of 552 patients included from 13 studies. The most common biases were selection and interviewer bias. The majority of studies were retrospective. The mean sample size was 42.3 patients. The mean follow-up duration was approximately 41.8 months. The mean postoperative VAS reduction was 5.1 points. The mean VAS reduction for standalone grafts was 5.9 points, and 5.0 points for those augmented with posterior fixation. The most common complications included bladder or urinary dysfunction, infection, and hardware-related complications. CONCLUSIONS: This was a systematic review of back pain outcomes following MIS ALIF. Back pain VAS score was reduced postoperatively across all studies. The complication rates were low overall. MIS ALIF is safe and effective at reducing back pain in appropriate patient populations.


Subject(s)
Back Pain/surgery , Lumbar Vertebrae/surgery , Minimally Invasive Surgical Procedures/methods , Pain Measurement/methods , Spinal Fusion/methods , Back Pain/diagnostic imaging , Humans , Lumbar Vertebrae/diagnostic imaging , Minimally Invasive Surgical Procedures/trends , Pain Measurement/trends , Retrospective Studies , Spinal Fusion/trends , Treatment Outcome
14.
N Engl J Med ; 374(12): 1123-33, 2016 Mar 24.
Article in English | MEDLINE | ID: mdl-26933753

ABSTRACT

BACKGROUND: Higher-than-normal levels of circulating triglycerides are a risk factor for ischemic cardiovascular disease. Activation of lipoprotein lipase, an enzyme that is inhibited by angiopoietin-like 4 (ANGPTL4), has been shown to reduce levels of circulating triglycerides. METHODS: We sequenced the exons of ANGPTL4 in samples obtain from 42,930 participants of predominantly European ancestry in the DiscovEHR human genetics study. We performed tests of association between lipid levels and the missense E40K variant (which has been associated with reduced plasma triglyceride levels) and other inactivating mutations. We then tested for associations between coronary artery disease and the E40K variant and other inactivating mutations in 10,552 participants with coronary artery disease and 29,223 controls. We also tested the effect of a human monoclonal antibody against ANGPTL4 on lipid levels in mice and monkeys. RESULTS: We identified 1661 heterozygotes and 17 homozygotes for the E40K variant and 75 participants who had 13 other monoallelic inactivating mutations in ANGPTL4. The levels of triglycerides were 13% lower and the levels of high-density lipoprotein (HDL) cholesterol were 7% higher among carriers of the E40K variant than among noncarriers. Carriers of the E40K variant were also significantly less likely than noncarriers to have coronary artery disease (odds ratio, 0.81; 95% confidence interval, 0.70 to 0.92; P=0.002). K40 homozygotes had markedly lower levels of triglycerides and higher levels of HDL cholesterol than did heterozygotes. Carriers of other inactivating mutations also had lower triglyceride levels and higher HDL cholesterol levels and were less likely to have coronary artery disease than were noncarriers. Monoclonal antibody inhibition of Angptl4 in mice and monkeys reduced triglyceride levels. CONCLUSIONS: Carriers of E40K and other inactivating mutations in ANGPTL4 had lower levels of triglycerides and a lower risk of coronary artery disease than did noncarriers. The inhibition of Angptl4 in mice and monkeys also resulted in corresponding reductions in these values. (Funded by Regeneron Pharmaceuticals.).


Subject(s)
Angiopoietins/genetics , Coronary Artery Disease/genetics , Gene Silencing , Mutation , Aged , Angiopoietin-Like Protein 4 , Angiopoietins/antagonists & inhibitors , Animals , Cholesterol/blood , Disease Models, Animal , Female , Heterozygote , Humans , Macaca mulatta , Male , Mice , Middle Aged , Risk Factors , Triglycerides/blood
15.
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
16.
Biotechnol Appl Biochem ; 65(5): 655-664, 2018 Sep.
Article in English | MEDLINE | ID: mdl-29633336

ABSTRACT

Hunter syndrome (Mucopolysaccharidosis II, MPS II) is an X-linked lysosomal storage disease produced by the deficiency of the lysosomal enzyme iduronate-2-sulfatase (IDS). Currently, MPS II patients are mainly treated with enzyme replacement therapy (ERT) using recombinant enzymes produced in mammalian cells. As an alternative, several studies have shown the production of active and therapeutic forms of lysosomal proteins in microorganisms. In this paper, we report the production and characterization of a recombinant IDS produced in the yeast Pichia pastoris (prIDS). We evaluated the effect of culture conditions and gene sequence optimization on prIDS production. The results showed that the highest production of prIDS was obtained at oxygen-limited conditions using a codon-optimized IDS cDNA. The purified enzyme showed a final activity of 12.45 nmol mg-1 H-1 and an apparent molecular mass of about 90 kDa. The highest stability was achieved at pH 6.0, and prIDS also showed high stability in human serum. Noteworthy, the enzyme was taken up by culture cells in a dose-dependent manner through mannose receptors, which allowed the delivery of the enzyme to the lysosome. In summary, these results show the potential of Pichia pastoris as a host to produce an IDS intended for a MPS II ERT.


Subject(s)
Iduronate Sulfatase/genetics , Iduronate Sulfatase/metabolism , Lysosomes/enzymology , Pichia/genetics , Animals , Biomass , Bioreactors , Blotting, Western , CHO Cells , Codon , Cricetulus , DNA, Complementary/genetics , Electrophoresis, Polyacrylamide Gel , Enzyme Stability , Fermentation , HEK293 Cells , Half-Life , Humans , Hydrogen-Ion Concentration , Iduronate Sulfatase/isolation & purification , Oxygen/metabolism , Protein Transport , Recombinant Proteins/genetics , Recombinant Proteins/isolation & purification , Recombinant Proteins/metabolism , Temperature
17.
Bioinformatics ; 32(1): 133-5, 2016 Jan 01.
Article in English | MEDLINE | ID: mdl-26382196

ABSTRACT

MOTIVATION: Several algorithms exist for detecting copy number variants (CNVs) from human exome sequencing read depth, but previous tools have not been well suited for large population studies on the order of tens or hundreds of thousands of exomes. Their limitations include being difficult to integrate into automated variant-calling pipelines and being ill-suited for detecting common variants. To address these issues, we developed a new algorithm--Copy number estimation using Lattice-Aligned Mixture Models (CLAMMS)--which is highly scalable and suitable for detecting CNVs across the whole allele frequency spectrum. RESULTS: In this note, we summarize the methods and intended use-case of CLAMMS, compare it to previous algorithms and briefly describe results of validation experiments. We evaluate the adherence of CNV calls from CLAMMS and four other algorithms to Mendelian inheritance patterns on a pedigree; we compare calls from CLAMMS and other algorithms to calls from SNP genotyping arrays for a set of 3164 samples; and we use TaqMan quantitative polymerase chain reaction to validate CNVs predicted by CLAMMS at 39 loci (95% of rare variants validate; across 19 common variant loci, the mean precision and recall are 99% and 94%, respectively). In the Supplementary Materials (available at the CLAMMS Github repository), we present our methods and validation results in greater detail. AVAILABILITY AND IMPLEMENTATION: https://github.com/rgcgithub/clamms (implemented in C). CONTACT: jeffrey.reid@regeneron.com SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Algorithms , DNA Copy Number Variations/genetics , Exome/genetics , Sequence Analysis, DNA/methods , Humans , Markov Chains , Reproducibility of Results
18.
Genet Med ; 19(11): 1245-1252, 2017 11.
Article in English | MEDLINE | ID: mdl-28471438

ABSTRACT

PurposeArrhythmogenic right ventricular cardiomyopathy (ARVC) is an inherited heart disease. Clinical follow-up of incidental findings in ARVC-associated genes is recommended. We aimed to determine the prevalence of disease thus ascertained.MethodsIndividuals (n = 30,716) underwent exome sequencing. Variants in PKP2, DSG2, DSC2, DSP, JUP, TMEM43, or TGFß3 that were database-listed as pathogenic or likely pathogenic were identified and evidence-reviewed. For subjects with putative loss-of-function (pLOF) variants or variants of uncertain significance (VUS), electronic health records (EHR) were reviewed for ARVC diagnosis, diagnostic criteria, and International Classification of Diseases (ICD-9) codes.ResultsEighteen subjects had pLOF variants; none of these had an EHR diagnosis of ARVC. Of 14 patients with an electrocardiogram, one had a minor diagnostic criterion; the rest were normal. A total of 184 subjects had VUS, none of whom had an ARVC diagnosis. The proportion of subjects with VUS with major (4%) or minor (13%) electrocardiogram diagnostic criteria did not differ from that of variant-negative controls. ICD-9 codes showed no difference in defibrillator use, electrophysiologic abnormalities or nonischemic cardiomyopathies in patients with pLOF or VUSs compared with controls.ConclusionpLOF variants in an unselected cohort were not associated with ARVC phenotypes based on EHR review. The negative predictive value of EHR review remains uncertain.


Subject(s)
Arrhythmogenic Right Ventricular Dysplasia/genetics , Exome , Genetic Variation , Sequence Analysis, DNA , Adult , Arrhythmogenic Right Ventricular Dysplasia/epidemiology , Cohort Studies , Electronic Health Records , Female , Genetic Association Studies , Genotype , Humans , Male , Middle Aged , Phenotype , Prevalence
19.
Semin Neurol ; 37(2): 186-192, 2017 04.
Article in English | MEDLINE | ID: mdl-28511259

ABSTRACT

Impulsive and compulsive behaviors in Parkinson's disease (PD) patients are most often attributed to dopamine agonist therapy; dysregulation of the mesocorticolimbic system accounts for this behavioral phenotype. The clinical presentation is commonly termed impulse control disorder (ICD): Behaviors include hypersexuality, compulsive eating, shopping, pathological gambling, and compulsive hobby participation. However, not all PD individuals taking dopamine agonists develop these behavioral changes. In this review, the authors focus on the similarities between the phenotypic presentation of ICDs with that of other reward-based behavioral disorders, including binge eating disorder, pathological gambling, and substance use disorders. With this comparison, we emphasize that the transition from an impulsive to compulsive behavior likely follows a ventral to dorsal striatal pattern, where an altered dopaminergic reward system underlies the emergence of these problematic behaviors. The authors discuss the neurobiological similarities between these latter disorders and ICDs, emphasizing similar pathophysiological processes and discussing treatment options that have potential for translation to PD patients.


Subject(s)
Disruptive, Impulse Control, and Conduct Disorders/etiology , Parkinson Disease/complications , Dopamine , Dopamine Agonists , Humans , Impulsive Behavior , Parkinson Disease/psychology
20.
Mol Genet Metab ; 117(2): 129-39, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26276570

ABSTRACT

Mucopolysaccharidosis (MPS) is a group of lysosomal storage diseases (LSD), characterized by the deficiency of a lysosomal enzyme responsible for the degradation of glycosaminoglycans (GAG). This deficiency leads to the lysosomal accumulation of partially degraded GAG. Nevertheless, deficiency of a single lysosomal enzyme has been associated with impairment in other cell mechanism, such as apoptosis and redox balance. Although GAG analysis represents the main biomarker for MPS diagnosis, it has several limitations that can lead to a misdiagnosis, whereby the identification of new biomarkers represents an important issue for MPS. In this study, we used a system biology approach, through the use of a genome-scale human metabolic reconstruction to understand the effect of metabolism alterations in cell homeostasis and to identify potential new biomarkers in MPS. In-silico MPS models were generated by silencing of MPS-related enzymes, and were analyzed through a flux balance and variability analysis. We found that MPS models used approximately 2286 reactions to satisfy the objective function. Impaired reactions were mainly involved in cellular respiration, mitochondrial process, amino acid and lipid metabolism, and ion exchange. Metabolic changes were similar for MPS I and II, and MPS III A to C; while the remaining MPS showed unique metabolic profiles. Eight and thirteen potential high-confidence biomarkers were identified for MPS IVB and VII, respectively, which were associated with the secondary pathologic process of LSD. In vivo evaluation of predicted intermediate confidence biomarkers (ß-hexosaminidase and ß-glucoronidase) for MPS IVA and VI correlated with the in-silico prediction. These results show the potential of a computational human metabolic reconstruction to understand the molecular mechanisms this group of diseases, which can be used to identify new biomarkers for MPS.


Subject(s)
Mucopolysaccharidoses/metabolism , Biomarkers/metabolism , Computer Simulation , HEK293 Cells , Humans , Leukocytes, Mononuclear/enzymology , Metabolic Flux Analysis , Metabolic Networks and Pathways , Systems Biology , beta-N-Acetylhexosaminidases/metabolism
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