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BACKGROUND: The U.K. 100,000 Genomes Project is in the process of investigating the role of genome sequencing in patients with undiagnosed rare diseases after usual care and the alignment of this research with health care implementation in the U.K. National Health Service. Other parts of this project focus on patients with cancer and infection.METHODS: We conducted a pilot study involving 4660 participants from 2183 families, among whom 161 disorders covering a broad spectrum of rare diseases were present. We collected data on clinical features with the use of Human Phenotype Ontology terms, undertook genome sequencing, applied automated variant prioritization on the basis of applied virtual gene panels and phenotypes, and identified novel pathogenic variants through research analysis.RESULTS: Diagnostic yields varied among family structures and were highest in family trios (both parents and a proband) and families with larger pedigrees. Diagnostic yields were much higher for disorders likely to have a monogenic cause (35%) than for disorders likely to have a complex cause (11%). Diagnostic yields for intellectual disability, hearing disorders, and vision disorders ranged from 40 to 55%. We made genetic diagnoses in 25% of the probands. A total of 14% of the diagnoses were made by means of the combination of research and automated approaches, which was critical for cases in which we found etiologic noncoding, structural, and mitochondrial genome variants and coding variants poorly covered by exome sequencing. Cohortwide burden testing across 57,000 genomes enabled the discovery of three new disease genes and 19 new associations. Of the genetic diagnoses that we made, 25% had immediate ramifications for clinical decision making for the patients or their relatives.CONCLUSIONS: Our pilot study of genome sequencing in a national health care system showed an increase in diagnostic yield across a range of rare diseases. (Funded by the National Institute for Health Research and others.).

Federated learning (FL) is a method used for training artificial intelligence models with data from multiple sources while maintaining data anonymity, thus removing many barriers to data sharing. Here we used data from 20 institutes across the globe to train a FL model, called EXAM (electronic medical record (EMR) chest X-ray AI model), that predicts the future oxygen requirements of symptomatic patients with COVID-19 using inputs of vital signs, laboratory data and chest X-rays. EXAM achieved an average area under the curve (AUC) >0.92 for predicting outcomes at 24 and 72 h from the time of initial presentation to the emergency room, and it provided 16% improvement in average AUC measured across all participating sites and an average increase in generalizability of 38% when compared with models trained at a single site using that site’s data. For prediction of mechanical ventilation treatment or death at 24 h at the largest independent test site, EXAM achieved a sensitivity of 0.950 and specificity of 0.882. In this study, FL facilitated rapid data science collaboration without data exchange and generated a model that generalized across heterogeneous, unharmonized datasets for prediction of clinical outcomes in patients with COVID-19, setting the stage for the broader use of FL in healthcare. Federated learning, a method for training artificial intelligence algorithms that protects data privacy, was used to predict future oxygen requirements of symptomatic patients with COVID-19 using data from 20 different institutes across the globe.

BackgroundThe 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 resultsWe 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.ConclusionOur findings support biallelic predicted deleterious ATP13A3 variants in autosomal recessive, childhood-onset PAH, indicating likely semidominant dose-dependent inheritance for this gene.

Over the past decade recognition of the profound impact of the T-box 4 (TBX4) gene, which encodes a member of the evolutionarily conserved family of T-box-containing transcription factors, upon respiratory diseases has emerged. The developmental importance of TBX4 is emphasized by the association of TBX4 variants with congenital disorders involving respiratory and skeletal structures; however, the exact role of TBX4 in human development remains incompletely understood. Here, we discuss the developmental, tissue-specific, and pathological TBX4 functions identified through human and animal studies and review the published TBX4 variants resulting in variable disease phenotypes. We also outline future research directions to fill the gaps in our understanding of TBX4 function and of how TBX4 disruption impacts development.

BACKGROUNDPulmonary arterial hypertension (PAH) is a rare, progressive vasculopathy with significant cardiopulmonary morbidity and mortality. The disease is caused by both genetic and environmental factors, with genetic variants in at least 27 genes displaying putative evidence for disease causality. Genetic testing is currently recommended for adults diagnosed with heritable or idiopathic PAH, and all children diagnosed with PAH. However, testing panels vary in the number and list of genes included, and exome/genome sequencing data may reveal variants in genes with varying levels of evidence for a relationship with PAH.METHODSAn international panel of clinical and scientific experts in PAH was formed to perform an evidence-based review of heritable and idiopathic PAH gene-disease relationships. The panel performed literature searches and applied a semi-quantitative scoring system developed by the NIH Clinical Genome Resource to classify the relative strength of PAH gene-disease relationships based on genetic and experimental evidence.RESULTSOf twenty-seven genes curated, twelve genes (BMPR2, ACVRL1, ATP13A3, CAV1, EIF2AK4, ENG, GDF2, KCNK3, KDR, SMAD9, SOX17, and TBX4) were classified as having definitive evidence for causal effects of variants. Three genes, ABCC8, GGCX, and TET2, were classified as having moderate evidence. Six genes (AQP1, BMP10, FBLN2, KLF2, KLK1, and PDGFD) were classified as having limited evidence, and TOPBP1 was classified as having no known PAH relationship. Some of the recently identified genes with moderate or limited evidence may move to a higher classification as new evidence emerges. Five genes (BMPR1A, BMPR1B, NOTCH3, SMAD1, and SMAD4) were disputed due to a paucity of genetic evidence over time.CONCLUSIONSEvidence-based classification of PAH gene-disease relationships indicates that twelve genes have definitive evidence for causal effects of variants. We recommend that genetic testing panels include 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 testing panels.Clinical PerspectiveWhat is New?-Evidence-based PAH gene curation was performed using the NIH Clinical Genome Resource model.-Heritable and idiopathic PAH are caused by pathogenic variants in a diverse set of genes, including genes in the TGFβ/BMP pathway, channelopathy genes, cell metabolism genes, growth factors and transcription factors.-Four previously reported TGF-β/BMP pathway genes are disputed for a PAH gene-disease relationship.What Are the Clinical Implications?-All genes with definitive evidence for a PAH gene-disease relationship are strongly recommended to be included in genetic testing panels.-Caution should be taken in clinical interpretation for genes with less than definitive or strong evidence and disputed genes or genes with no known genetic evidence for PAH should not be included in genetic testing panels.-For undiagnosed cases, genetic reanalysis is recommended over time as new evidence for PAH gene-disease relationship is evaluated.

Rationale: Pulmonary arterial hypertension (PAH) is characterized by structural remodeling of pulmonary arteries and arterioles. Underlying biological processes are likely reflected in a perturbation of circulating proteins. Objectives: To quantify and analyze the plasma proteome of patients with PAH using inherited genetic variation to inform on underlying molecular drivers. Methods: An aptamer-based assay was used to measure plasma proteins in 357 patients with idiopathic or heritable PAH, 103 healthy volunteers, and 23 relatives of patients with PAH. In discovery and replication subgroups, the plasma proteomes of PAH and healthy individuals were compared, and the relationship to transplantation-free survival in PAH was determined. To examine causal relationships to PAH, protein quantitative trait loci (pQTL) that influenced protein levels in the patient population were used as instruments for Mendelian randomization (MR) analysis. Measurements and Main Results: From 4,152 annotated plasma proteins, levels of 208 differed between patients with PAH and healthy subjects, and 49 predicted long-term survival. MR based on cis-pQTL located in proximity to the encoding gene for proteins that were prognostic and distinguished PAH from health estimated an adverse effect for higher levels of netrin-4 (odds ratio [OR], 1.55; 95% confidence interval [CI], 1.16-2.08) and a protective effect for higher levels of thrombospondin-2 (OR, 0.83; 95% CI, 0.74-0.94) on PAH. Both proteins tracked the development of PAH in previously healthy relatives and changes in thrombospondin-2 associated with pulmonary arterial pressure at disease onset. Conclusions: Integrated analysis of the plasma proteome and genome implicates two secreted matrix-binding proteins, netrin-4 and thrombospondin-2, in the pathobiology of PAH.

Background: Autoimmunity may play a role in idiopathic pulmonary arterial hypertension (IPAH). It is not clear if this is causative, or as a bystander of disease and if it carries any prognostic or treatment significance. Methods: Comprehensive immune phenotyping was performed in IPAH patients, utilising patient samples from the UK National cohort study of Idiopathic and Heritable PAH. Standardised flow cytometric analysis of peripheral blood mononuclear cell types was assessed in IPAH patients and healthy controls. Serum autoantibody biomarkers were assayed using a Protoplex™ autoimmune panel in 473 type I PAH patients and 946 matched controls. Finally, a GST-fusion human proteomic screen was undertaken to identify novel circulating autoantibodies in PAH, and 350 PAH sera samples ELISA assayed for a putative antibody to BMPR2. Findings: Flow cytometric immune profiling demonstrates IPAH is associated with a signature consistent with altered humoral immune response. Increased autoantibody positivity was detected in PAH and patient subgroups associated with worse haemodynamic parameters but better overall survival. We identify a small subset of PAH patients who demonstrate immunoglobulin reactivity to the extracellular domain of the TGFbeta superfamily receptor, BMPR2, a protein which is strongly associated with hereditary causes of the disease. Interpretation: This evidence strongly suggests a proportion of patients with IPAH have an autoimmune component to the disease and that the BMPR2 pathway may be a target. Future trials targeting inflammation need to consider biomarker stratification. Funding Information: NIHR BRC, The Dinosaur Trust, MRC (MC_UU_00002/4) and the Wellcome Trust [WT107881]. Declarations of Interest: Gerry Coghlan reports grants and personal fees for conference attendance from Johnson & Johnson, personal fees for lectures from GlaxoSmithKline, Bayer and MSD, outside the submitted work. Paul Corris reports grants and personal fees for lectures and consultations from Actelion and Bayer, and personal fees for lectures and consultations from MSD, outside the submitted work. Luke Howard reports grants, personal fees for lectures, steering committee and advisory board work, and non-financial support for meeting attendance from Actelion, personal fees for lectures and advisory board work from Bayer and MSD, personal fees for advisory board work from GSK, outside the submitted work. Martin Johnson reports grants and personal fees for meeting attendance, lectures, and advisory board work from Actelion and MSD, outside the submitted work. David Kiely reports grants, personal fees, and other support from Actelion, Bayer and GSK, and personal fees and other support from MSD, outside the submitted work. Allan Lawrie reports grants from British Heart Foundation and Medical Research Council, grants, personal fees, and travel support from Actelion Pharmaceuticals Ltd, grants and personal fees from GlaxoSmithKline, outside the submitted work. James Lordan has received modest honoraria from Actelion and modest support to attend conference from Merck Sharp & Dohme, outside the submitted work. Joanna Pepke Zaba received fees for research grant, support to travel to meetings and honoraria from Actelion, Bayer, GlaxoSmithKline and Merck Sharp & Dohme, outside the submitted work. S.John Wort has received modest honoraria from GlaxoSmithKline, Actelion and Bayer and has received significant research grants from Actelion and Bayer, outside the submitted work. Nicholas Morrell reports personal fees from GSK and Johnson & Johnson/Actelion, outside the submitted work. Mark Toshner reports personal fees from GSK, grants and personal fees from J&J/Actelion, grants from Merck and Bayer, outside the submitted work. All other authors have nothing to disclose Ethics Approval Statement: Ethical approval was obtained, and informed written consent was given. For collection and processing of samples for autoantibody analysis, including controls ethical approval was obtained (An integrated approach to dissect the determinants, risk factors and pathways of ageing in the immune system 15/EE/0327, IRAS # 188383 and Genetics and epidemiology of aging-associated conditions in the Sardinian population, ProgeNIA PROT 2171/CE).

BackgroundInflammation and dysregulated immunity are important in the development of pulmonary arterial hypertension (PAH). Compelling preclinical data supports the therapeutic blockade of interleukin-6 (IL-6) signalling.MethodsWe conducted a phase 2 open-label study of intravenous tocilizumab (8 mg·kg−1) over 6 months in patients with group 1 PAH. Co-primary end-points were safety, defined by incidence and severity of adverse events, and change in pulmonary vascular resistance. Separately, a mendelian randomisation study was undertaken on 11 744 individuals with European ancestry including 2085 patients with idiopathic/heritable disease for the IL-6 receptor (IL6R) variant (rs7529229), known to associate with circulating IL-6R levels.ResultsWe recruited 29 patients (male/female 10/19; mean±sd age 54.9±11.4 years). Of these, 19 had heritable/idiopathic PAH and 10 had connective tissue disease-associated PAH. Six were withdrawn prior to drug administration; 23 patients received at least one dose of tocilizumab. Tocilizumab was discontinued in four patients owing to serious adverse events. There were no deaths. Despite evidence of target engagement in plasma IL-6 and C-reactive protein levels, both intention-to-treat and modified intention-to-treat analyses demonstrated no change in pulmonary vascular resistance. Inflammatory markers did not predict treatment response. Mendelian randomisation did not support an effect of the lead IL6R variant on risk of PAH (OR 0.99, p=0.88).ConclusionAdverse events were consistent with the known safety profile of tocilizumab. Tocilizumab did not show any consistent treatment effect.

In the Elongator-dependent modification pathway, chemical modifications are introduced at the wobble uridines at position 34 in transfer RNAs (tRNAs), which serve to optimize codon translation rates. Here, we show that this three-step modification pathway exists in Dictyostelium discoideum, model of the evolutionary superfamily Amoebozoa. Not only are previously established modifications observable by mass spectrometry in strains with the most conserved genes of each step deleted, but also additional modifications are detected, indicating a certain plasticity of the pathway in the amoeba. Unlike described for yeast, D. discoideum allows for an unconditional deletion of the single tQCUG gene, as long as the Elongator-dependent modification pathway is intact. In gene deletion strains of the modification pathway, protein amounts are significantly reduced as shown by flow cytometry and Western blotting, using strains expressing different glutamine leader constructs fused to GFP. Most dramatic are these effects, when the tQCUG gene is deleted, or Elp3, the catalytic component of the Elongator complex is missing. In addition, Elp3 is the most strongly conserved protein of the modification pathway, as our phylogenetic analysis reveals. The implications of this observation are discussed with respect to the evolutionary age of the components acting in the Elongator-dependent modification pathway., Nucleic Acids Research, 48 (14), ISSN:1362-4962, ISSN:0301-5610

The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) spike N-terminal domain (NTD) remains poorly characterized despite enrichment of mutations in this region across variants of concern (VOCs). Here, we examine the contribution of the NTD to infection and cell-cell fusion by constructing chimeric spikes bearing B.1.617 lineage (Delta and Kappa variants) NTDs and generating spike pseudotyped lentivirus. We find that the Delta NTD on a Kappa or wild-type (WT) background increases S1/S2 cleavage efficiency and virus entry, specifically in lung cells and airway organoids, through use of TMPRSS2. Delta exhibits increased cell-cell fusogenicity that could be conferred to WT and Kappa spikes by Delta NTD transfer. However, chimeras of Omicron BA.1 and BA.2 spikes with a Delta NTD do not show more efficient TMPRSS2 use or fusogenicity. We conclude that the NTD allosterically modulates S1/S2 cleavage and spike-mediated functions in a spike context-dependent manner, and allosteric interactions may be lost when combining regions from more distantly related VOCs.

A 44-year-old Caucasian man presented with seizures and cognitive impairment. He had marked retinal drusen, and MR brain scan showed features of cerebral small vessel disease; he was diagnosed with a leukoencephalopathy of uncertain cause. He died at the age of 46 years and postmortem brain examination showed widespread small vessel changes described as a vasculopathy of unknown cause. Seven years postmortem, whole-genome sequencing identified a homozygous nonsense HTRA1 mutation (p.Arg302Ter), giving a retrospective diagnosis of cerebral autosomal recessive arteriopathy with subcortical infarcts and leukoencephalopathy.

Background Preclinical evidence implicates neutrophil elastase (NE) in pulmonary arterial hypertension (PAH) pathogenesis, and the NE inhibitor elafin is under early therapeutic investigation. Research Question Are circulating NE and elafin levels abnormal in PAH and are they associated with clinical severity? Study Design and Methods In an observational Stanford University PAH cohort (n = 249), plasma NE and elafin levels were measured in comparison with those of healthy control participants (n = 106). NE and elafin measurements were then related to PAH clinical features and relevant ancillary biomarkers. Cox regression models were fitted with cubic spline functions to associate NE and elafin levels with survival. To validate prognostic relationships, we analyzed two United Kingdom cohorts (n = 75 and n = 357). Mixed-effects models evaluated NE and elafin changes during disease progression. Finally, we studied effects of NE-elafin balance on pulmonary artery endothelial cells (PAECs) from patients with PAH. Results Relative to control participants, patients with PAH were found to have increased NE levels (205.1 ng/mL [interquartile range (IQR), 123.6-387.3 ng/mL] vs 97.6 ng/mL [IQR, 74.4-126.6 ng/mL]; P < .0001) and decreased elafin levels (32.0 ng/mL [IQR, 15.3-59.1 ng/mL] vs 45.5 ng/mL [IQR, 28.1-92.8 ng/mL]; P < .0001) independent of PAH subtype, illness duration, and therapies. Higher NE levels were associated with worse symptom severity, shorter 6-min walk distance, higher N-terminal pro-type brain natriuretic peptide levels, greater right ventricular dysfunction, worse hemodynamics, increased circulating neutrophil levels, elevated cytokine levels, and lower blood BMPR2 expression. In Stanford patients, NE levels of > 168.5 ng/mL portended increased mortality risk after adjustment for known clinical predictors (hazard ratio [HR], 2.52; CI, 1.36-4.65, P = .003) or prognostic cytokines (HR, 2.63; CI, 1.42-4.87; P = .001), and the NE level added incremental value to established PAH risk scores. Similar prognostic thresholds were identified in validation cohorts. Longitudinal NE changes tracked with clinical trends and outcomes. PAH PAECs exhibited increased apoptosis and attenuated angiogenesis when exposed to NE at the level observed in patients’ blood. Elafin rescued PAEC homeostasis, yet the required dose exceeded levels found in patients. Interpretation Blood levels of NE are increased while elafin levels are deficient across PAH subtypes. Higher NE levels are associated with worse clinical disease severity and outcomes, and this target-specific biomarker could facilitate therapeutic development of elafin.

BackgroundPulmonary arterial hypertension (PAH) covers a range of life-limiting illnesses characterized by increased pulmonary arterial pressures leading to right heart failure and death, if untreated. 15-25% of patients have genetic mutations, the most common affecting bone morphogenetic protein receptor type 2 (BMPR2). The aim was to define an inflammatory cytokine profile in BMPR2-mutation positive patients and analyze their influence on survival.MethodsLevels of cytokines were measured in plasma samples from BMPR2-mutation positive patients (BMPR2mut, n=54), patients without any driving mutations (n=54), and healthy controls (n=56) recruited from the United Kingdom cohort.FindingsBMPR2-mutation positive patients and patients without mutations had high levels of interleukin-6, interleukin-8, tumor necrosis factor-α, and vascular endothelial growth factor-A compared to controls. Only BMPR2-mutation carrying patients had higher G-CSF levels compared to controls. VEGF-A levels were substantially higher in patients without mutations compared to the BMPR2mut group. Interleukin-6 was a significant discriminator for mortality in the BMPR2mut cohort (cumulative survival with interleukin-6≥1.6pg/ml at 3 years was 65% compared to 96% with interleukin-6P=0·0013). N-Terminal pro-B-Type natriuretic peptide levels did not discriminate for survival in our BMPR2mut cohort (cumulative survival for patients with an NT-proBNP>130ng/ml at 3 years was 76% compared to 84% for patients with an NT-proBNP≤130ng/ml, P=0·37). NT-proBNP outperformed interleukin-6 in PAH without mutations.InterpretationBMPR2-mutation positivity has a direct impact not only on inflammatory profiles but also on effectiveness of prognostic biomarkers. In our BMPR2-mutation positive cohort IL-6 was the strongest prognostic biomarker and NT-proBNP failed to discriminate for survival.Key messagesWhat is the key question?Do pulmonary arterial hypertension patients who are BMPR2-mutation positive have a different cytokine signature than PAH patients without mutations?What is the bottom line?BMPR2-mutation positive and PAH patients without mutations display different patterns of cytokine elevation and these cytokines differ in the way they influence transplant-free survival.Why read on?In our cohort of BMPR2-mutation positive patients, IL-6 is the best prognostic biomarker while NT-proBNP failed to discriminate for survival – this implies that prognostic biomarkers and by inference treatments could be genotype-specific.Graphical AbstractTAKE HOME MESSAGEBMPR2-mutation positive patients have different inflammatory and growth factor profiles compared to PAH patients without mutations. Interleukin-6 is an effective biomarker for transplant-free survival in our cohort of BMPR2-mutation positive patients while NT-proBNP is ineffective. Conversely, NT-proBNP appears to be a more effective biomarker for pulmonary arterial patients without any mutations.

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 theWe report three families with a novel, autosomal recessive form of childhood-onset PAH due to biallelicOur findings support biallelic predicted deleterious

BackgroundCysteine-altering NOTCH3 variants identical to those causing the rare monogenic form of stroke, CADASIL (cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy), have been reported more common than expected in the general population, but their clinical significance and contribution to stroke and dementia risk in the community remain unclear.MethodsCysteine-altering NOTCH3 variants were identified in UK Biobank whole-exome sequencing data (N=200 632). Frequency of stroke, vascular dementia and other clinical features of CADASIL, and MRI white matter hyperintensity volume were compared between variant carriers and non-carriers. MRIs from those with variants were visually rated, each matched with three controls.ResultsOf 200 632 participants with exome sequencing data available, 443 (~1 in 450) carried 67 different cysteine-altering NOTCH3 variants. After adjustment for various covariates, NOTCH3 variant carriers had increased risk of stroke (OR: 2.33, p=0.0004) and vascular dementia (OR: 5.00, p=0.007), and increased white matter hyperintensity volume (standardised difference: 0.52, pConclusionsCysteine-changing NOTCH3 variants are more common in the general population than expected from CADASIL prevalence and are risk factors for apparently ‘sporadic’ stroke and vascular dementia. They are associated with MRI changes of small vessel disease, in a distribution similar to that seen in CADASIL.

Background Pulmonary arterial hypertension (PAH) covers a range of life-limiting conditions characterized by increased mean pulmonary arterial pressures leading to right heart failure and eventually death, if left untreated. In approximately 25% of cases of idiopathic PAH genetic analysis reveals a mutation in one of several genes, the most common being bone morphogenetic type II receptor (BMPR2). There is substantial evidence implicating inflammation in the pathogenesis of PAH. We questioned whether potential inflammatory drivers were different in BMPR2-mutation positive PAH and in PAH without any mutations. Methods Patients with confirmed mutations in BMPR2 (BMPR2mut, n=54) and patients without any driving mutations (n=56) were recruited from the national UK- PAH cohort. Levels of IL-6, IL-8, IL-10, TNF-α, VEGF-A and G-CSF were measured in plasma samples from these and healthy controls (n=56). Results Both BMPR2­-mutation positive and PAH patients without mutations had high levels of IL-6, IL-8, TNF-α and VEGF-A compared to controls. Only PAH patients without mutations had higher levels of IL-10 while only BMPR2­-mutation carrying patients had higher levels of G-CSF compared to controls. VEGF-A levels were substantially higher in PAH without mutation compared to the BMPR2mut group. Only IL-6 was a significant discriminator for mortality in the BMPR2mut cohort (cumulative survival for patients with an IL-6 level of ≥1.6 pg/ml at 3 years is 65% compared to 96% for patients with an IL-6 level of 130 ng/ml at 3 years was 76% compared to 84% for patients with an NT-proBNP level of ≤130 ng/ml, P=0.37, figure 1B). The converse was true in PAH without mutation (cumulative survival for patients with an IL-6 level of >1.3 pg/ml at 3 years is 81% compared to 92% for patients with an IL-6 level of ≤1.3 pg/ml, P=0.048, figure 1C). Cumulative survival for patients with a NT-proBNP level of >239 ng/ml at 3 years was 80% compared to 96% for patients with NT-proBNP level of Conclusions BMPR2-mutation positive patients have a different inflammatory profile compared to PAH patients without mutations. The selection of biomarkers of inflammation to predict clinical outcomes may therefore differ between these groups.

The sting apparatus of aculeate Hymenoptera is derived from the ovipositor and is their most prominent apomorphy. In contrast to the frequently analysed sclerites of the sting apparatus, the associated musculature has largely been neglected. In this study, we use micro-computed tomography to present a detailed description of the musculature of the sting apparatus ofAmpulex compressa(Ampulicidae) andSceliphron destillatorium(Sphecidae). We found that 12 of 15 muscles corresponding to the sting apparatus are homologous between both species examined and 13 muscles in comparison with Hymenoptera described in the literature. All muscles identified as critical for the act of stinging were found in both species. Moreover, we found the ventral tergum 8-tergum 9 muscle and the tergum 8-tergum 8 muscles inA. compressaand the second valvifer-second valvifer muscle inS. destillatorium. For the first time, we describe the ventral tergum 8-tergum 9 muscle and the second valvifer-second valvifer muscle that interconnects both body sides, in Hymenoptera.

Federated learning (FL) is a method used for training artificial intelligence models with data from multiple sources while maintaining data anonymity, thus removing many barriers to data sharing. Here we used data from 20 institutes across the globe to train a FL model, called EXAM (electronic medical record (EMR) chest X-ray AI model), that predicts the future oxygen requirements of symptomatic patients with COVID-19 using inputs of vital signs, laboratory data and chest X-rays. EXAM achieved an average area under the curve (AUC)0.92 for predicting outcomes at 24 and 72 h from the time of initial presentation to the emergency room, and it provided 16% improvement in average AUC measured across all participating sites and an average increase in generalizability of 38% when compared with models trained at a single site using that site's data. For prediction of mechanical ventilation treatment or death at 24 h at the largest independent test site, EXAM achieved a sensitivity of 0.950 and specificity of 0.882. In this study, FL facilitated rapid data science collaboration without data exchange and generated a model that generalized across heterogeneous, unharmonized datasets for prediction of clinical outcomes in patients with COVID-19, setting the stage for the broader use of FL in healthcare.

BackgroundCysteine-altering NOTCH3 variants identical to those causing the rare monogenic form of stroke, CADASIL, have been reported more common than expected in the general population, but their clinical significance and contribution to stroke and dementia risk in the community remains unclear.MethodsCysteine-altering NOTCH3 variants were identified in UK Biobank whole-exome sequencing data (N=200,632). Frequency of stroke, dementia and other clinical features of CADASIL, and MRI white matter hyperintensity volume were compared between variant carriers and non-carriers. MRIs from those with variants were visually rated, each matched with three controls.ResultsOf 200,632 participants with exome sequencing data available, 443 (∼1 in 450) carried 67 different cysteine-altering NOTCH3 variants. After adjusting for age, sex, and ancestry principal components, NOTCH3 variant carriers had increased risk of stroke (OR: 2.33, p=0.0003), and vascular dementia (OR: 5.03, p=0.007), and increased WMH volume (standardised difference: 0.52, pConclusionsCysteine-changing NOTCH3 variants are common in the general population and are risk factors for apparently “sporadic” stroke and vascular dementia. They are associated with MRI changes of SVD, in a distribution similar to that seen in CADASIL.

Supplemental Digital Content is available in the text., Background: Approximately 25% of patients with pulmonary arterial hypertension (PAH) have been found to harbor rare mutations in disease-causing genes. To identify missing heritability in PAH, we integrated deep phenotyping with whole-genome sequencing data using Bayesian statistics. Methods: We analyzed 13 037 participants enrolled in the NBR study (NIHR BioResource—Rare Diseases), of which 1148 were recruited to the PAH domain. To test for genetic associations between genes and selected phenotypes of pulmonary hypertension, we used the Bayesian rare variant association method BeviMed. Results: Heterozygous, high impact, likely loss-of-function variants in the kinase insert domain receptor (KDR) gene were strongly associated with significantly reduced transfer coefficient for carbon monoxide (posterior probability=0.989) and older age at diagnosis (posterior probability=0.912). We also provide evidence for familial segregation of a rare nonsense KDR variant with these phenotypes. On computed tomographic imaging of the lungs, a range of parenchymal abnormalities were observed in the 5 patients harboring these predicted deleterious variants in KDR. Four additional PAH cases with rare likely loss-of-function variants in KDR were independently identified in the US PAH Biobank cohort with similar phenotypic characteristics. Conclusions: The Bayesian inference approach allowed us to independently validate KDR, which encodes for the VEGFR2 (vascular endothelial growth factor receptor 2), as a novel PAH candidate gene. Furthermore, this approach specifically associated high impact likely loss-of-function variants in the genetically constrained gene with distinct phenotypes. These findings provide evidence for KDR being a clinically actionable PAH gene and further support the central role of the vascular endothelium in the pathobiology of PAH.

Although the invention of right heart catheterisation in the 1950s enabled accurate clinical diagnosis of pulmonary arterial hypertension (PAH), it was not until 2000 when the landmark discovery of the causative role of bone morphogenetic protein receptor type II (BMPR2) mutations shed new light on the pathogenesis of PAH. Since then several genes have been discovered, which now account for around 25% of cases with the clinical diagnosis of idiopathic PAH. Despite the ongoing efforts, in the majority of patients the cause of the disease remains elusive, a phenomenon often referred to as “missing heritability”. In this review, we discuss research approaches to uncover the genetic architecture of PAH starting with forward phenotyping, which in a research setting should focus on stable intermediate phenotypes, forward and reverse genetics, and finally reverse phenotyping. We then discuss potential sources of “missing heritability” and how functional genomics and multi-omics methods are employed to tackle this problem.

[No abstract. Showing first paragraph of article]Although pulmonary hypertension (PH) had been recognised for centuries, it was not until the invention of cardiac catheterisation in the 1950s that enabled an accurate gene encoding bone morphogenetic protein receptor type 2, in patients with familial and clinical diagnosis. The discovery of heterozygous germline mutations in BMPR2, the idiopathic forms of pulmonary arterial hypertension (PAH) was another breakthrough in understanding the disease and initiated a new era in care of patients with this condition.

Expression quantitative trait loci (eQTL) can provide a link between disease susceptibility variants discovered by genetic association studies and biology. To date, eQTL mapping studies have been primarily conducted in healthy individuals from population-based cohorts. Genetic effects have been known to be context-specific and vary with changing environmental stimuli. We conducted a transcriptome- and genome-wide eQTL mapping study in a cohort of patients with idiopathic or heritable pulmonary arterial hypertension (PAH) using RNA sequencing (RNAseq) data from whole blood. We sought confirmation from three published population-based eQTL studies, including the GTEx Project, and followed up potentially novel eQTL not observed in the general population. In total, we identified 2314 eQTL of which 90% were cis-acting and 75% were confirmed by at least one of the published studies. While we observed a higher GWAS trait colocalization rate among confirmed eQTL, colocalisation rate of novel eQTL reported for lung-related phenotypes was twice as high as that of confirmed eQTL. Functional enrichment analysis of genes with novel eQTL in PAH highlighted immune-related processes, a suspected contributor to PAH. These potentially novel eQTL specific to or active in PAH could be useful in understanding genetic risk factors for other diseases that share common mechanisms with PAH.

BackgroundGroup 1 pulmonary arterial hypertension (PAH) is a lethal vasculopathy characterized by pathogenic remodeling of pulmonary arterioles leading to increased pulmonary pressures, right ventricular hypertrophy and heart failure. Recent high-throughput sequencing studies have identified additional PAH risk genes and suggested differences in genetic causes by age of onset. However, known risk genes explain only 15-20% of non-familial idiopathic PAH cases.MethodsTo identify new risk genes, we utilized an international consortium of 4,241 PAH cases with 4,175 sequenced exomes (n=2,572 National Biological Sample and Data Repository for PAH; n=469 Columbia University Irving Medical Center, enriched for pediatric trios) and 1,134 sequenced genomes (UK NIHR Bioresource – Rare Diseases Study). Most of the cases were adult-onset disease (93%), and 55% idiopathic (IPAH) and 35% associated with other diseases (APAH). We identified protein-coding variants and performed rare variant association analyses in unrelated participants of European ancestry, including 2,789 cases and 18,819 controls (11,101 unaffected parents from the Simons Powering Autism Research for Knowledge study and 7,718 gnomAD individuals). We analyzedde novovariants in 124 pediatric trios.ResultsSeven genes with rare deleterious variants were significantly associated (false discovery rate BMPR2,GDF2, andTBX4), two recently identified candidate genes (SOX17,KDR), and two new candidate genes (FBLN2, fibulin 2;PDGFD, platelet-derived growth factor D). The candidate genes exhibit expression patterns in lung and heart similar to that of known PAH risk genes, and most of the variants occur in conserved protein domains. Variants in known PAH gene,ACVRL1, showed association with APAH. Predicted deleteriousde novovariants in pediatric cases exhibited a significant burden compared to the background mutation rate (2.5x, p=7.0E-6). At least eight novel candidate genes carryingde novovariants have plausible roles in lung/heart development.ConclusionsRare variant analysis of a large international consortium identifies two new candidate genes -FBLN2andPDGFD. The new genes have known functions in vasculogenesis and remodeling but have not been previously implicated in PAH. Trio analysis predicts that ~15% of pediatric IPAH may be explained byde novovariants.

Beyond the major gene BMPR2, several new genes predisposing to PAH have been identified during the last decade. Recently, preliminary evidence of the involvement of the KDR gene was found in a large genetic association study.We prospectively analysed the KDR gene by targeted panel sequencing in a series of 311 PAH patients referred to a clinical molecular laboratory for genetic diagnosis of PAH.Two index cases with severe PAH from two different families were found to carry a loss-of-function mutation in the KDR gene. These two index cases were clinically characterised by low diffusing capacity for carbon monoxide adjusted for haemoglobin (DLCOc) and interstitial lung disease. In one family, segregation analysis revealed that variant carriers are either presenting with PAH associated with low DLCOc, or have only decreased DLCOc, whereas non-carrier relatives have normal DLCOc. In the second family, a single affected carrier was alive. His carrier mother was unaffected with normal DLCOc.We provided genetic evidence for considering KDR as a newly identified PAH-causing gene by describing the segregation of KDR mutations with PAH in two families. In our study, KDR mutations are associated with a particular form of PAH characterised by low DLCOc and radiological evidence of parenchymal lung disease including interstitial lung disease and emphysema.

International audience; 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.

Pulmonary arterial hypertension (PAH) is a rare, progressive disorder typified by occlusion of the pulmonary arterioles owing to endothelial dysfunction and uncontrolled proliferation of pulmonary artery smooth muscle cells and fibroblasts. Vascular occlusion can lead to increased pressure in the pulmonary arteries, often resulting in right ventricular failure with shortness of breath and syncope. Since the identification of BMPR2, which encodes a receptor in the transforming growth factor-β superfamily, the development of high-throughput sequencing approaches to identify novel causal genes has substantially advanced our understanding of the molecular genetics of PAH. In the past 6 years, additional pathways involved in PAH susceptibility have been described through the identification of deleterious genetic variants in potassium channels (KCNK3 and ABCC8) and transcription factors (TBX4 and SOX17), among others. Although familial PAH most often has an autosomal-dominant pattern of inheritance, cases of incomplete penetrance and evidence of genetic heterogeneity support a model of PAH as a Mendelian disorder with complex disease features. In this Review, we outline the latest advances in the detection of rare and common genetic variants underlying PAH susceptibility and disease progression. These findings have clinical implications for lung vascular function and can help to identify mechanistic pathways amenable to pharmacological intervention.

Contains fulltext : 229571.pdf (Publisher’s version ) (Closed access) BACKGROUND: An increasing number of NFKB1 variants are being identified in patients with heterogeneous immunologic phenotypes. OBJECTIVE: To characterize the clinical and cellular phenotype as well as the management of patients with heterozygous NFKB1 mutations. METHODS: In a worldwide collaborative effort, we evaluated 231 individuals harboring 105 distinct heterozygous NFKB1 variants. To provide evidence for pathogenicity, each variant was assessed in silico; in addition, 32 variants were assessed by functional in vitro testing of nuclear factor of kappa light polypeptide gene enhancer in B cells (NF-κB) signaling. RESULTS: We classified 56 of the 105 distinct NFKB1 variants in 157 individuals from 68 unrelated families as pathogenic. Incomplete clinical penetrance (70%) and age-dependent severity of NFKB1-related phenotypes were observed. The phenotype included hypogammaglobulinemia (88.9%), reduced switched memory B cells (60.3%), and respiratory (83%) and gastrointestinal (28.6%) infections, thus characterizing the disorder as primary immunodeficiency. However, the high frequency of autoimmunity (57.4%), lymphoproliferation (52.4%), noninfectious enteropathy (23.1%), opportunistic infections (15.7%), autoinflammation (29.6%), and malignancy (16.8%) identified NF-κB1-related disease as an inborn error of immunity with immune dysregulation, rather than a mere primary immunodeficiency. Current treatment includes immunoglobulin replacement and immunosuppressive agents. CONCLUSIONS: We present a comprehensive clinical overview of the NF-κB1-related phenotype, which includes immunodeficiency, autoimmunity, autoinflammation, and cancer. Because of its multisystem involvement, clinicians from each and every medical discipline need to be made aware of this autosomal-dominant disease. Hematopoietic stem cell transplantation and NF-κB1 pathway-targeted therapeutic strategies should be considered in the future.