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1. Bayesian Inference Associates Rare KDR Variants with Specific Phenotypes in Pulmonary Arterial Hypertension

Author

Emilia M. Swietlik, Daniel Greene, Na Zhu, Karyn Megy, Marcella Cogliano, Smitha Rajaram, Divya Pandya, Tobias Tilly, Katie A. Lutz, Carrie C.L. Welch, Michael W. Pauciulo, Laura Southgate, Jennifer M. Martin, Carmen M. Treacy, Christopher J. Penkett, Jonathan C. Stephens, Harm J. Bogaard, Colin Church, Gerry Coghlan, Anna W. Coleman, Robin Condliffe, Christina A. Eichstaedt, Mélanie Eyries, Henning Gall, Stefano Ghio, Barbara Girerd, Ekkehard Grünig, Simon Holden, Luke Howard, Marc Humbert, David G. Kiely, Gabor Kovacs, Jim Lordan, Rajiv D. Machado, Robert V. MacKenzie Ross, Colm McCabe, Shahin Moledina, David Montani, Horst Olschewski, Joanna Pepke-Zaba, Laura Price, Christopher J. Rhodes, Werner Seeger, Florent Soubrier, Jay Suntharalingam, Mark R. Toshner, Anton Vonk Noordegraaf, John Wharton, James M. Wild, Stephen John Wort, Allan Lawrie, Martin R. Wilkins, Richard C. Trembath, Yufeng Shen, Wendy K. Chung, Andrew J. Swift, William C. Nichols, Nicholas W. Morrell, Stefan Gräf, Stephen Abbs, Lara Abulhoul, Julian Adlard, Munaza Ahmed, Timothy J. Aitman, Hana Alachkar, David J. Allsup, Philip Ancliff, Richard Antrobus, Ruth Armstrong, Gavin Arno, Sofie Ashford, William J. Astle, Anthony Attwood, Paul Aurora, Christian Babbs, Chiara Bacchelli, Tamam Bakchoul, Siddharth Banka, Tadbir Bariana, Julian Barwell, Joana Batista, Helen E. Baxendale, Phil L. Beales, David L. Bennett, Agnieszka Bierzynska, Tina Biss, Maria A.K. Bitner-Glindzicz, Graeme C. Black, Marta Bleda, Iulia Blesneac, Detlef Bockenhauer, Sara Boyce, John R. Bradley, Gerome Breen, Paul Brennan, Carole Brewer, Matthew Brown, Andrew C. Browning, Michael J. Browning, Rachel J. Buchan, Matthew S. Buckland, Teofila Bueser, Carmen Bugarin Diz, John Burn, Siobhan O. Burns, Oliver S. Burren, Nigel Burrows, Carolyn Campbell, Gerald Carr-White, Keren Carss, Ruth Casey, Mark J. Caulfield, Jenny Chambers, John Chambers, Melanie M.Y. Chan, Floria Cheng, Patrick F. Chinnery, Manali Chitre, Martin T. Christian, Jill Clayton-Smith, Maureen Cleary, Naomi Clements Brod, Elizabeth Colby, Trevor R.P. Cole, Janine Collins, Peter W. Collins, Cecilia J. Compton, H. Terence Cook, Stuart Cook, Nichola Cooper, Paul A. Corris, Nicola S. Curry, Matthew J. Daniels, Mehul Dattani, Louise C. Daugherty, John Davis, Anthony De Soyza, Sri V.V. Deevi, Timothy Dent, Charu Deshpande, Eleanor F. Dewhurst, Peter H. Dixon, Sofia Douzgou, Kate Downes, Anna M. Drazyk, Elizabeth Drewe, Daniel Duarte, Tina Dutt, J. David M. Edgar, Karen Edwards, William Egner, Melanie N. Ekani, Perry Elliott, Wendy N. Erber, Marie Erwood, Maria C. Estiu, Dafydd Gareth Evans, Gillian Evans, Tamara Everington, Hiva Fassihi, Remi Favier, Debra Fletcher, Frances A. Flinter, R. Andres Floto, Tom Fowler, James Fox, Amy J. Frary, Courtney E. French, Kathleen Freson, Mattia Frontini, Abigail Furnell, Daniel P. Gale, Vijeya Ganesan, Michael Gattens, Hossein-Ardeschir Ghofrani, J. Simon R. Gibbs, Kate Gibson, Kimberly C. Gilmour, Nicholas S. Gleadall, Sarah Goddard, Keith Gomez, Pavels Gordins, David Gosal, Jodie Graham, Luigi Grassi, Lynn Greenhalgh, Andreas Greinacher, Paolo Gresele, Philip Griffiths, Sofia Grigoriadou, Detelina Grozeva, Mark Gurnell, Scott Hackett, Charaka Hadinnapola, Rosie Hague, William M. Hague, Matthias Haimel, Matthew Hall, Helen L. Hanson, Eshika Haque, Kirsty Harkness, Andrew R. Harper, Claire L. Harris, Daniel Hart, Ahamad Hassan, Grant Hayman, Alex Henderson, Archana Herwadkar, Jonathan Hoffman, Rita Horvath, Henry Houlden, Arjan C. Houweling, Fengyuan Hu, Gavin Hudson, Aarnoud P. Huissoon, Matthew Hurles, Melita Irving, Louise Izatt, Roger James, Sally A. Johnson, Stephen Jolles, Jennifer Jolley, Dragana Josifova, Neringa Jurkute, Mary A. Kasanicki, Hanadi Kazkaz, Rashid Kazmi, Peter Kelleher, Anne M Kelly, Wilf Kelsall, Carly Kempster, Nathalie Kingston, Nils Koelling, Myrto Kostadima, Ania Koziell, Roman Kreuzhuber, Taco W. Kuijpers, Ajith Kumar, Dinakantha Kumararatne, Manju A. Kurian, Michael A. Laffan, Fiona Lalloo, Michele Lambert, Hana Lango Allen, D. Mark Layton, Claire Lentaigne, Tracy Lester, Adam P. Levine, Rachel Linger, Hilary Longhurst, Lorena E. Lorenzo, Eleni Louka, Paul A. Lyons, Bella Madan, Eamonn R. Maher, Jesmeen Maimaris, Samantha Malka, Sarah Mangles, Rutendo Mapeta, Kevin J. Marchbank, Stephen Marks, Hugh S. Markus, Hanns-Ulrich Marschall, Andrew Marshall, Mary Mathias, Emma Matthews, Heather Maxwell, Paul McAlinden, Mark I. McCarthy, Harriet McKinney, Stuart Meacham, Adam J. Mead, Sarju G. Mehta, Michel Michaelides, Carolyn Millar, Shehla N. Mohammed, Anthony T. Moore, Monika Mozere, Keith W. Muir, Andrew D. Mumford, Andrea H. Nemeth, William G. Newman, Michael Newnham, Sadia Noorani, Paquita Nurden, Jennifer O’Sullivan, Samya Obaji, Chris Odhams, Steven Okoli, Andrea Olschewski, Kai Ren Ong, S. Helen Oram, Elizabeth Ormondroyd, Willem H. Ouwehand, Claire Palles, Sofia Papadia, Soo-Mi Park, David Parry, Smita Patel, Joan Paterson, Andrew Peacock, Simon H. Pearce, Kathelijne Peerlinck, Romina Petersen, Clarissa Pilkington, Kenneth E.S. Poole, Bethan Psaila, Angela Pyle, Richard Quinton, Shamima Rahman, Anupama Rao, F. Lucy Raymond, Paula J. Rayner-Matthews, Augusto Rendon, Tara Renton, Andrew S.C. Rice, Alex Richter, Leema Robert, Irene Roberts, Sarah J. Rose, Robert Ross-Russell, Catherine Roughley, Noemi B.A. Roy, Deborah M. Ruddy, Omid Sadeghi-Alavijeh, Moin A. Saleem, Nilesh Samani, Crina Samarghitean, Alba Sanchis-Juan, Ravishankar B. Sargur, Robert N. Sarkany, Simon Satchell, Sinisa Savic, Genevieve Sayer, John A. Sayer, Laura Scelsi, Andrew M. Schaefer, Sol Schulman, Richard Scott, Marie Scully, Claire Searle, Arjune Sen, W.A. Carrock Sewell, Denis Seyres, Neil Shah, Olga Shamardina, Susan E. Shapiro, Adam C. Shaw, Keith Sibson, Lucy Side, Ilenia Simeoni, Michael A. Simpson, Matthew C. Sims, Suthesh Sivapalaratnam, Damian Smedley, Katherine R. Smith, Kenneth G.C. Smith, Katie Snape, Nicole Soranzo, Olivera Spasic-Boskovic, Simon Staines, Emily Staples, Hannah Stark, Kathleen E. Stirrups, Alex Stuckey, Petros Syrris, R. Campbell Tait, Kate Talks, Rhea Y.Y. Tan, Jenny C. Taylor, John M. Taylor, James E. Thaventhiran, Andreas C. Themistocleous, David Thomas, Ellen Thomas, Moira J. Thomas, Patrick Thomas, Kate Thomson, Adrian J. Thrasher, Chantal Thys, Marc Tischkowitz, Catherine Titterton, Cheng-Hock Toh, Ian P. Tomlinson, Matthew Traylor, Paul Treadaway, Salih Tuna, Ernest Turro, Philip Twiss, Tom Vale, Chris Van Geet, Natalie van Zuydam, Anthony M Vandersteen, Marta Vazquez-Lopez, Julie von Ziegenweidt, Annette Wagner, Quinten Waisfisz, Neil Walker, Suellen M. Walker, James S. Ware, Hugh Watkins, Christopher Watt, Andrew R. Webster, Lucy Wedderburn, Wei Wei, Steven B. Welch, Julie Wessels, Sarah K. Westbury, John-Paul Westwood, Deborah Whitehorn, James Whitworth, Andrew O.M. Wilkie, Catherine Williamson, Brian T. Wilson, Edwin K.S. Wong, Nicholas Wood, Yvette Wood, Christopher Geoffrey Woods, Emma R. Woodward, Austen Worth, Michael Wright, Katherine Yates, Patrick F.K. Yong, Timothy Young, Ping Yu, Patrick Yu-Wai-Man, Eliska Zlamalova, Russel Hirsch, R. James White, Marc Simon, David Badesch, Erika Rosenzweig, Charles Burger, Murali Chakinala, Thenappan Thenappan, Greg Elliott, Robert Simms, Harrison Farber, Robert Frantz, Jean Elwing, Nicholas Hill, Dunbar Ivy, James Klinger, Steven Nathan, Ronald Oudiz, Ivan Robbins, Robert Schilz, Terry Fortin, Jeffrey Wilt, Delphine Yung, Eric Austin, Ferhaan Ahmad, Nitin Bhatt, Tim Lahm, Adaani Frost, Zeenat Safdar, Zia Rehman, Robert Walter, Fernando Torres, Sahil Bakshi, Stephen Archer, Rahul Argula, Christopher Barnett, Raymond Benza, Ankit Desai, Veeranna Maddipati, University of Cambridge [UK] (CAM), Columbia University [New York], University of Sheffield [Sheffield], University of Cincinnati (UC), St George's, University of London, Vrije Universiteit Amsterdam [Amsterdam] (VU), Golden Jubilee National Hospital, Glasgow, Royal Free Hospital [London, UK], Heidelberg University Hospital [Heidelberg], Service de Génétique Cytogénétique et Embryologie [CHU Pitié-Salpêtrière], CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), Unité de Recherche sur les Maladies Cardiovasculaires, du Métabolisme et de la Nutrition = Institute of cardiometabolism and nutrition (ICAN), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Sorbonne Université (SU), Technische Hochschule Mittelhessen - University of Applied Sciences [Giessen] (THM), Fondazione IRCCS Policlinico San Matteo, Hypertension pulmonaire : physiopathologie et innovation thérapeutique (HPPIT), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay, Universität Heidelberg [Heidelberg], Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Imperial College London, Royal Hallamshire Hospital, University of Graz, Freeman Hospital, Royal United Hospitals Bath (RUH), Great Ormond Street Hospital for Children [London] (GOSH), Royal Papworth Hospital, Cambridge Biomedical Campus, Cambridge, United Kingdom., King‘s College London, Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), Karl-Franzens-Universität [Graz, Autriche], Pulmonary medicine, ACS - Pulmonary hypertension & thrombosis, Swietlik, Emilia [0000-0002-4095-8489], Megy, Karyn [0000-0002-2826-3879], Tilly, Tobias [0000-0002-6762-5342], Stephens, Jonathan [0000-0003-2020-9330], Toshner, Mark [0000-0002-3969-6143], Morrell, Nicholas [0000-0001-5700-9792], Graf, Stefan [0000-0002-1315-8873], Apollo - University of Cambridge Repository, Unité de Recherche sur les Maladies Cardiovasculaires, du Métabolisme et de la Nutrition = Research Unit on Cardiovascular and Metabolic Diseases (ICAN), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Institut de Cardiométabolisme et Nutrition = Institute of Cardiometabolism and Nutrition [CHU Pitié Salpêtrière] (IHU ICAN), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), Karl-Franzens-Universität Graz, HAL-SU, Gestionnaire, British Heart Foundation, and The Academy of Medical Sciences

Subjects
0301 basic medicine, Candidate gene, Cardiac & Cardiovascular Systems, genetic association studies, 030204 cardiovascular system & hematology, Biology, Bayesian inference, 03 medical and health sciences, 0302 clinical medicine, Missing heritability problem, pulmonary hypertension, medicine, Family history, Gene, Genetics & Heredity, Genetics, family history, Science & Technology, [SDV.MHEP] Life Sciences [q-bio]/Human health and pathology, Kinase insert domain receptor, computed tomography, General Medicine, Original Articles, medicine.disease, Pulmonary hypertension, Phenotype, 3. Good health, 030104 developmental biology, Cardiovascular System & Cardiology, ComputingMethodologies_DOCUMENTANDTEXTPROCESSING, Life Sciences & Biomedicine, [SDV.MHEP]Life Sciences [q-bio]/Human health and pathology, vascular endothelial growth factor receptor
Abstract

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.

Published
2020

2. Familial pulmonary arterial hypertension by KDR heterozygous loss of function

Author

David Montani, Barbara Girerd, Frédéric Perros, Mélanie Eyries, Marc Humbert, Grégoire Manaud, Florent Soubrier, Nicholas W. Morrell, Marianne Riou, Nicolas Favrolt, Laurence Faivre, Stefan Gräf, Unité de Recherche sur les Maladies Cardiovasculaires, du Métabolisme et de la Nutrition = Institute of cardiometabolism and nutrition (ICAN), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Sorbonne Université (SU), Service de pneumologie [Béclère], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-AP-HP - Hôpital Antoine Béclère [Clamart], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Hypertension pulmonaire : physiopathologie et innovation thérapeutique (HPPIT), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay, Service de Pneumologie Soins Intensifs, Appareillage Respiratoire [CHU de Dijon], Centre Hospitalier Universitaire de Dijon - Hôpital François Mitterrand (CHU Dijon), Centre chirurgical Marie Lannelongue, Centre de génétique - Centre de référence des maladies rares, anomalies du développement et syndromes malformatifs (CHU de Dijon), University of Cambridge [UK] (CAM), Addenbrooke's Hospital, Cambridge University NHS Trust, Unité de Recherche sur les Maladies Cardiovasculaires, du Métabolisme et de la Nutrition = Research Unit on Cardiovascular and Metabolic Diseases (ICAN), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Institut de Cardiométabolisme et Nutrition = Institute of Cardiometabolism and Nutrition [CHU Pitié Salpêtrière] (IHU ICAN), CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), Centre Chirurgical Marie Lannelongue (CCML), and Perros, Frédéric

Subjects
0301 basic medicine, Pulmonary and Respiratory Medicine, Mutation, business.industry, Interstitial lung disease, medicine.disease, medicine.disease_cause, Major gene, 3. Good health, BMPR2, [SDV.MHEP.CSC] Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system, 03 medical and health sciences, 030104 developmental biology, 0302 clinical medicine, 030228 respiratory system, [SDV.MHEP.CSC]Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system, Diffusing capacity, Immunology, Medicine, business, Gene, Loss function, Genetic association
Abstract

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.

Published
2020

3. Characterization of GDF2 Mutations and Levels of BMP9 and BMP10 in Pulmonary Arterial Hypertension

Author

Christopher J. Rhodes, Allan Lawrie, Robert V. MacKenzie Ross, Mark Toshner, Mélanie Eyries, Werner Seeger, Richard M. Salmon, Stefano Ghio, Laura Scelsi, Stephen J. Wort, Gabor Kovacs, Florent Soubrier, J. Simon R. Gibbs, Richard C. Trembath, Jennifer M. Martin, Nicholas W. Morrell, Matthias Haimel, Gerry Coghlan, Marc Humbert, Jay Suntharalingam, Charaka Hadinnapola, Cesare Danesino, Willem H. Ouwehand, Louise C. Daugherty, Carmen M. Treacy, David G. Kiely, Andrea Olschewski, Joanna Pepke-Zaba, Deborah Whitehorn, Anton Vonk Noordegraaf, Andrew J. Peacock, Robin Condliffe, Horst Olschewski, Paul A. Corris, Joshua Hodgson, Hossein Ardeschir Ghofrani, Arjan C. Houweling, Colin Church, Jingxu Guo, Stefan Gräf, Barbara Girerd, Katherine Yates, Harm Jan Bogaard, Ivana Nikolic, Luke S. Howard, Henning Gall, Laura Southgate, Olga Shamardina, Emilia M. Swietlik, Marta Bleda, Rajiv D. Machado, Inga Prokopenko, John Wharton, James Liley, Simon Holden, Paul B. Yu, Martin R. Wilkins, Shahin Moledina, David Montani, Paul D. Upton, Wei Li, Unité de Recherche sur les Maladies Cardiovasculaires, du Métabolisme et de la Nutrition = Institute of cardiometabolism and nutrition (ICAN), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Sorbonne Université (SU), Service de Génétique Cytogénétique et Embryologie [CHU Pitié-Salpêtrière], CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), Swietlik, Emilia [0000-0002-4095-8489], Guo, Jingxu [0000-0002-1568-4842], Shamardina, Olga [0000-0003-4994-2157], Ouwehand, Willem [0000-0002-7744-1790], Toshner, Mark [0000-0002-3969-6143], Li, Wei [0000-0002-1924-3120], Graf, Stefan [0000-0002-1315-8873], Upton, Paul [0000-0003-2716-4921], Morrell, Nicholas [0000-0001-5700-9792], Apollo - University of Cambridge Repository, Pulmonary medicine, ACS - Pulmonary hypertension & thrombosis, Human genetics, APH - Quality of Care, ACS - Atherosclerosis & ischemic syndromes, and British Heart Foundation

Subjects
Pulmonary and Respiratory Medicine, Adult, Male, medicine.medical_specialty, Heterozygote, DNA Copy Number Variations, [SDV]Life Sciences [q-bio], Respiratory System, Mutation, Missense, GDF2, Critical Care and Intensive Care Medicine, Bone morphogenetic protein, BMP9, 03 medical and health sciences, 0302 clinical medicine, Sex Factors, Critical Care Medicine, Sex factors, Internal medicine, General & Internal Medicine, pulmonary arterial hypertension, medicine, Growth Differentiation Factor 2, Humans, In patient, 030212 general & internal medicine, Respiratory system, 11 Medical and Health Sciences, Science & Technology, business.industry, Case-control study, Heterozygote advantage, Middle Aged, 3. Good health, Transport protein, BMP10, Protein Transport, Endocrinology, 030228 respiratory system, Case-Control Studies, Bone Morphogenetic Proteins, Female, business, Life Sciences & Biomedicine
Abstract

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.

Published
2020

4. Whole Blood RNA Profiles Associated with Pulmonary Arterial Hypertension and Clinical Outcome

Author

Dennis Wang, Allan Lawrie, David G. Kiely, Joanna Pepke-Zaba, Colin Church, Stefan Gräf, Marc Humbert, J. Gerry Coghlan, Inga Prokopenko, John Wharton, Nicholas W. Morrell, Christopher J. Rhodes, Martin R. Wilkins, Mark J Dunning, William C. Nichols, A. A. Roger Thompson, David-Alexandre Trégouët, Ankit A. Desai, Niamh Errington, Mark Toshner, Richard C. Trembath, Emilia M. Swietlik, Lars Harbaum, Jason M. Elinoff, James Iremonger, Laura Southgate, Stephen J. Wort, Sokratis Kariotis, Luke Howard, Pablo Otero-Núñez, Paul A. Corris, Bordeaux population health (BPH), Université de Bordeaux (UB)-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM), British Heart Foundation, and The Academy of Medical Sciences

Subjects
Pulmonary and Respiratory Medicine, Oncology, medicine.medical_specialty, Hypertension, Pulmonary, Respiratory System, Disease, Critical Care and Intensive Care Medicine, whole-blood RNA, 03 medical and health sciences, 0302 clinical medicine, Internal medicine, pulmonary arterial hypertension, Mendelian randomization, Medicine, Humans, Familial Primary Pulmonary Hypertension, 030212 general & internal medicine, Gene, Survival analysis, 11 Medical and Health Sciences, Pulmonary Vascular Disease, business.industry, Genetic heterogeneity, RNA, Odds ratio, Original Articles, RNAseq, 3. Good health, 030228 respiratory system, VINTAGE, Expression quantitative trait loci, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, business
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.

Published
2020

5. Ensembl's 10th year

Author

Syed Haider, Michael Schuster, Y. Amy Tang, Peter Clapham, James Smith, Julio Fernandez-Banet, Javier Herrero, Benoit Ballester, Gautier Koscielny, Karyn Megy, Steven P. Wilder, William M. McLaren, Bert Overduin, Martin Hammond, Felix Kokocinski, Nathan Johnson, Anne Parker, Simon D. M. White, Leo Gordon, Kerstin Howe, Richard Durbin, Yuan Chen, Damian Smedley, Stephen M. J. Searle, Ian Longden, Andreas Kähäri, Rhoda Kinsella, Albert J. Vilella, Stephen J. Trevanion, Bethan Pritchard, Eugene Kulesha, Ian Dunham, Tim Hubbard, Kathryn Beal, Xosé M. Fernández-Suárez, Paul Flicek, Magali Ruffier, Daniel Lawson, Tim Massingham, Damian Keefe, Susan Fairley, Stephen Fitzgerald, Amonida Zadissa, Eugene Bragin, Guy Coates, Simon Brent, Glenn Proctor, Giulietta Spudich, Jan Hinnerk Vogel, Bronwen Aken, Stephen Keenan, Stefan Gräf, Fiona Cunningham, Guy Slater, Daniel Rios, Ewan Birney, Andrew M. Jenkinson, Spinelli, Lionel, European Bioinformatics Institute [Hinxton] (EMBL-EBI), and EMBL Heidelberg

Subjects
Information Storage and Retrieval, Genomics, Computational biology, Genome browser, Genome, Access to Information, 03 medical and health sciences, 0302 clinical medicine, Species Specificity, Databases, Genetic, Genetics, Ensembl, Animals, Humans, Databases, Protein, Zebra finch, Zebrafish, ComputingMilieux_MISCELLANEOUS, 030304 developmental biology, [INFO.INFO-BI] Computer Science [cs]/Bioinformatics [q-bio.QM], 0303 health sciences, Internet, biology, Computational Biology, Genetic Variation, Gene Annotation, Articles, biology.organism_classification, Protein Structure, Tertiary, 030220 oncology & carcinogenesis, Genomic information, [INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM], Databases, Nucleic Acid, Software
Abstract

Ensembl (http://www.ensembl.org) integrates genomic information for a comprehensive set of chordate genomes with a particular focus on resources for human, mouse, rat, zebrafish and other high-value sequenced genomes. We provide complete gene annotations for all supported species in addition to specific resources that target genome variation, function and evolution. Ensembl data is accessible in a variety of formats including via our genome browser, API and BioMart. This year marks the tenth anniversary of Ensembl and in that time the project has grown with advances in genome technology. As of release 56 (September 2009), Ensembl supports 51 species including marmoset, pig, zebra finch, lizard, gorilla and wallaby, which were added in the past year. Major additions and improvements to Ensembl since our previous report include the incorporation of the human GRCh37 assembly, enhanced visualisation and data-mining options for the Ensembl regulatory features and continued development of our software infrastructure.

Published
2010

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