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Seyres D, Cabassi A, Lambourne JJ, Burden F, Farrow S, McKinney H, Batista J, Kempster C, Pietzner M, Slingsby O, Cao TH, Quinn PA, Stefanucci L, Sims MC, Rehnstrom K, Adams CL, Frary A, Ergüener B, Kreuzhuber R, Mocciaro G, D'Amore S, Koulman A, Grassi L, Griffin JL, Ng LL, Park A, Savage DB, Langenberg C, Bock C, Downes K, Wareham NJ, Allison M, Vacca M, Kirk PDW, Frontini M. Transcriptional, epigenetic and metabolic signatures in cardiometabolic syndrome defined by extreme phenotypes. Clin Epigenetics 2022; 14:39. [PMID: 35279219 PMCID: PMC8917653 DOI: 10.1186/s13148-022-01257-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 02/25/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND This work is aimed at improving the understanding of cardiometabolic syndrome pathophysiology and its relationship with thrombosis by generating a multi-omic disease signature. METHODS/RESULTS We combined classic plasma biochemistry and plasma biomarkers with the transcriptional and epigenetic characterisation of cell types involved in thrombosis, obtained from two extreme phenotype groups (morbidly obese and lipodystrophy) and lean individuals to identify the molecular mechanisms at play, highlighting patterns of abnormal activation in innate immune phagocytic cells. Our analyses showed that extreme phenotype groups could be distinguished from lean individuals, and from each other, across all data layers. The characterisation of the same obese group, 6 months after bariatric surgery, revealed the loss of the abnormal activation of innate immune cells previously observed. However, rather than reverting to the gene expression landscape of lean individuals, this occurred via the establishment of novel gene expression landscapes. NETosis and its control mechanisms emerge amongst the pathways that show an improvement after surgical intervention. CONCLUSIONS We showed that the morbidly obese and lipodystrophy groups, despite some differences, shared a common cardiometabolic syndrome signature. We also showed that this could be used to discriminate, amongst the normal population, those individuals with a higher likelihood of presenting with the disease, even when not displaying the classic features.
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Affiliation(s)
- Denis Seyres
- National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK.
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK.
| | - Alessandra Cabassi
- MRC Biostatistics Unit, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - John J Lambourne
- National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
| | - Frances Burden
- National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
| | - Samantha Farrow
- National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
| | - Harriet McKinney
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Joana Batista
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Carly Kempster
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Maik Pietzner
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
| | - Oliver Slingsby
- Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK
- National Institute for Health Research Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
| | - Thong Huy Cao
- Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK
- National Institute for Health Research Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
| | - Paulene A Quinn
- Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK
- National Institute for Health Research Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
| | - Luca Stefanucci
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- British Heart Foundation Centre of Excellence, Cambridge Biomedical Campus, Cambridge, UK
| | - Matthew C Sims
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- Oxford Haemophilia and Thrombosis Centre, Oxford University Hospitals NHS Foundation Trust, NIHR Oxford Biomedical Research Centre, Oxford, UK
| | - Karola Rehnstrom
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Claire L Adams
- Metabolic Research Laboratories, Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Amy Frary
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Bekir Ergüener
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Roman Kreuzhuber
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Gabriele Mocciaro
- Department of Biochemistry and the Cambridge Systems Biology Centre, University of Cambridge, The Sanger Building, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Simona D'Amore
- Addenbrooke's Hospital, NIHR Cambridge Biomedical Research Centre, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Department of Medicine, Aldo Moro University of Bari, Piazza Giulio Cesare 11, 70124, Bari, Italy
- National Cancer Research Center, IRCCS Istituto Tumori 'Giovanni Paolo II', Viale Orazio Flacco, 65, 70124, Bari, Italy
| | - Albert Koulman
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
- MRC Elsie Widdowson Laboratory, Cambridge, UK
- National Institute for Health Research Biomedical Research Centres Core Nutritional Biomarker Laboratory, Addenbrooke's Hospital, University of Cambridge, Cambridge, UK
- National Institute for Health Research Biomedical Research Centres Core Metabolomics and Lipidomics Laboratory, Addenbrooke's Hospital, University of Cambridge, Cambridge, UK
| | - Luigi Grassi
- National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
| | - Julian L Griffin
- Department of Biochemistry and the Cambridge Systems Biology Centre, University of Cambridge, The Sanger Building, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Leong Loke Ng
- Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK
- National Institute for Health Research Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
| | - Adrian Park
- Addenbrooke's Hospital, NIHR Cambridge Biomedical Research Centre, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - David B Savage
- Metabolic Research Laboratories, Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, CB2 0QQ, UK
| | | | - Christoph Bock
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
- Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases, Vienna, Austria
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Kate Downes
- National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- East Midlands and East of England Genomic Laboratory Hub, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | | | - Michael Allison
- Addenbrooke's Hospital, NIHR Cambridge Biomedical Research Centre, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Michele Vacca
- Metabolic Research Laboratories, Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, CB2 0QQ, UK
- Department of Biochemistry and the Cambridge Systems Biology Centre, University of Cambridge, The Sanger Building, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Paul D W Kirk
- MRC Biostatistics Unit, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.
- Cambridge Institute of Therapeutic Immunology and Infectious Disease (CITIID), Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge Biomedical Campus, Puddicombe Way, Cambridge, CB2 0AW, UK.
| | - Mattia Frontini
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK.
- British Heart Foundation Centre of Excellence, Cambridge Biomedical Campus, Cambridge, UK.
- Institute of Biomedical & Clinical Science, College of Medicine and Health, University of Exeter Medical School, RILD Building, Barrack Road, Exeter, EX2 5DW, UK.
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2
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Induruwa I, McKinney H, Kempster C, Thomas P, Batista J, Malcor JD, Bonna A, McGee J, Bumanlag-Amis E, Rehnstrom K, Ashford S, Soejima K, Ouwehand W, Farndale R, Downes K, Warburton E, Moroi M, Jung S. Platelet surface receptor glycoprotein VI-dimer is overexpressed in stroke: The Glycoprotein VI in Stroke (GYPSIE) study results. PLoS One 2022; 17:e0262695. [PMID: 35041713 PMCID: PMC8765640 DOI: 10.1371/journal.pone.0262695] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 01/03/2022] [Indexed: 11/30/2022] Open
Abstract
Objectives Platelet activation underpins thrombus formation in ischemic stroke. The active, dimeric form of platelet receptor glycoprotein (GP) VI plays key roles by binding platelet ligands collagen and fibrin, leading to platelet activation. We investigated whether patients presenting with stroke expressed more GPVI on their platelet surface and had more active circulating platelets as measured by platelet P-selectin exposure. Methods 129 ischemic or hemorrhagic stroke patients were recruited within 8h of symptom onset. Whole blood was analyzed for platelet-surface expression of total GPVI, GPVI-dimer, and P-selectin by flow cytometry at admission and day-90 post-stroke. Results were compared against a healthy control population (n = 301). Results The platelets of stroke patients expressed significantly higher total GPVI and GPVI-dimer (P<0.0001) as well as demonstrating higher resting P-selectin exposure (P<0.0001), a measure of platelet activity, compared to the control group, suggesting increased circulating platelet activation. GPVI-dimer expression was strongly correlated circulating platelet activation [r2 = 0.88, P<0.0001] in stroke patients. Furthermore, higher platelet surface GPVI expression was associated with increased stroke severity at admission. At day-90 post-stroke, GPVI-dimer expression and was further raised compared to the level at admission (P<0.0001) despite anti-thrombotic therapy. All ischemic stroke subtypes and hemorrhagic strokes expressed significantly higher GPVI-dimer compared to controls (P<0.0001). Conclusions Stroke patients express more GPVI-dimer on their platelet surface at presentation, lasting at least until day-90 post-stroke. Small molecule GPVI-dimer inhibitors are currently in development and the results of this study validate that GPVI-dimer as an anti-thrombotic target in ischemic stroke.
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Affiliation(s)
- Isuru Induruwa
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
- * E-mail:
| | - Harriet McKinney
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Carly Kempster
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Patrick Thomas
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Joana Batista
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Jean-Daniel Malcor
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom
| | - Arkadiusz Bonna
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom
| | - Joanne McGee
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Elaine Bumanlag-Amis
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Karola Rehnstrom
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Sophie Ashford
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Kenji Soejima
- Research and Development Coordination and Administration Department, KM Biologics Co., Ltd, Kumamoto, Japan
| | - Willem Ouwehand
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Richard Farndale
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom
| | - Kate Downes
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Elizabeth Warburton
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Masaaki Moroi
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom
| | - Stephanie Jung
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom
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3
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Meli A, McAndrew M, Frary A, Rehnstrom K, Stevens-Hernandez CJ, Flatt JF, Griffiths A, Stefanucci L, Astle W, Anand R, New HV, Bruce LJ, Cardigan R. Familial pseudohyperkalemia induces significantly higher levels of extracellular potassium in early storage of red cell concentrates without affecting other standard measures of quality: A case control and allele frequency study. Transfusion 2021; 61:2439-2449. [PMID: 33960432 DOI: 10.1111/trf.16440] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 03/15/2021] [Accepted: 04/03/2021] [Indexed: 12/20/2022]
Abstract
BACKGROUND Familial pseudohyperkalemia (FP) is characterized by an increased rate of potassium leakage in refrigerated red cells and is associated with the minor allele of the single nucleotide polymorphism rs148211042 (R723Q) in the ABCB6 gene. The study aims were to obtain the minor allele frequencies of ABCB6 variants and to measure supernatant potassium accumulation, and other red cell storage parameters, in red cell concentrates (RCC) from carriers of variant rs148211042 under standard blood bank conditions. STUDY DESIGN Whole blood units were collected from 6 FP individuals and 11 controls and processed into RCC in additive solution. RCC were sampled and tested over cold storage for full blood count, extracellular potassium, glucose, lactate, microvesicle release, deformability, hemolysis, pH, adenosine triphosphate, and 2,3-diphosphoglycerate. RESULTS Screening of genotyped cohorts identified that variant rs148211042 is present in 1 in 394 British citizens of European ancestry. FP RCC had significantly higher supernatant potassium at all time points from day 3 onwards (p < .001) and higher mean cell volume (p = .032) than controls. The initial rate of potassium release was higher in FP RCC; supernatant potassium reached 46.0 (23.8-57.6) mmol/L (mean [range]) by day 5, increasing to 68.9 (58.8-73.7) mmol/L by day 35. Other quality parameters were not significantly different between FP RCC and controls. CONCLUSION These data suggest that if a blood donor has FP, reducing the RCC shelf-life to 5 days may be insufficient to reduce the risk of hyperkalemia in clinical scenarios such as neonatal large volume transfusion.
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Affiliation(s)
- Athinoula Meli
- Component Development Laboratory, NHS Blood and Transplant, Cambridge, UK
| | - Margaret McAndrew
- Component Development Laboratory, NHS Blood and Transplant, Cambridge, UK
| | - Amy Frary
- Department of Haematology, University of Cambridge, Cambridge, UK.,National Institute for Health Research BioResource-Rare Diseases, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Karola Rehnstrom
- Department of Haematology, University of Cambridge, Cambridge, UK.,National Institute for Health Research BioResource-Rare Diseases, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Christian J Stevens-Hernandez
- Component Development Laboratory, NHS Blood and Transplant, Cambridge, UK.,Bristol Institute for Transfusion Sciences, NHS Blood and Transplant, Bristol, UK.,School of Biochemistry, University of Bristol, Bristol, UK
| | - Joanna F Flatt
- Bristol Institute for Transfusion Sciences, NHS Blood and Transplant, Bristol, UK
| | | | - Luca Stefanucci
- Department of Haematology, University of Cambridge, Cambridge, UK.,British Heart Foundation Centre of Excellence, Cambridge, UK
| | - William Astle
- Medical Research Council Biostatistics Unit, Cambridge Institute of Public Health, Cambridge, UK.,MRC/BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Rekha Anand
- Clinical Directorate, NHS Blood and Transplant, Birmingham, UK
| | - Helen V New
- Clinical Directorate, NHS Blood and Transplant, London, UK.,Centre for Haematology, Imperial College London, London, UK
| | - Lesley J Bruce
- Component Development Laboratory, NHS Blood and Transplant, Cambridge, UK.,Bristol Institute for Transfusion Sciences, NHS Blood and Transplant, Bristol, UK
| | - Rebecca Cardigan
- Component Development Laboratory, NHS Blood and Transplant, Cambridge, UK.,Department of Haematology, University of Cambridge, Cambridge, UK
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4
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Gorman KM, Meyer E, Grozeva D, Spinelli E, McTague A, Sanchis-Juan A, Carss KJ, Bryant E, Reich A, Schneider AL, Pressler RM, Simpson MA, Debelle GD, Wassmer E, Morton J, Sieciechowicz D, Jan-Kamsteeg E, Paciorkowski AR, King MD, Cross JH, Poduri A, Mefford HC, Scheffer IE, Haack TB, McCullagh G, Millichap JJ, Carvill GL, Clayton-Smith J, Maher ER, Raymond FL, Kurian MA, McRae JF, Clayton S, Fitzgerald TW, Kaplanis J, Prigmore E, Rajan D, Sifrim A, Aitken S, Akawi N, Alvi M, Ambridge K, Barrett DM, Bayzetinova T, Jones P, Jones WD, King D, Krishnappa N, Mason LE, Singh T, Tivey AR, Ahmed M, Anjum U, Archer H, Armstrong R, Awada J, Balasubramanian M, Banka S, Baralle D, Barnicoat A, Batstone P, Baty D, Bennett C, Berg J, Bernhard B, Bevan AP, Bitner-Glindzicz M, Blair E, Blyth M, Bohanna D, Bourdon L, Bourn D, Bradley L, Brady A, Brent S, Brewer C, Brunstrom K, Bunyan DJ, Burn J, Canham N, Castle B, Chandler K, Chatzimichali E, Cilliers D, Clarke A, Clasper S, Clayton-Smith J, Clowes V, Coates A, Cole T, Colgiu I, Collins A, Collinson MN, Connell F, Cooper N, Cox H, Cresswell L, Cross G, Crow Y, D’Alessandro M, Dabir T, Davidson R, Davies S, de Vries D, Dean J, Deshpande C, Devlin G, Dixit A, Dobbie A, Donaldson A, Donnai D, Donnelly D, Donnelly C, Douglas A, Douzgou S, Duncan A, Eason J, Ellard S, Ellis I, Elmslie F, Evans K, Everest S, Fendick T, Fisher R, Flinter F, Foulds N, Fry A, Fryer A, Gardiner C, Gaunt L, Ghali N, Gibbons R, Gill H, Goodship J, Goudie D, Gray E, Green A, Greene P, Greenhalgh L, Gribble S, Harrison R, Harrison L, Harrison V, Hawkins R, He L, Hellens S, Henderson A, Hewitt S, Hildyard L, Hobson E, Holden S, Holder M, Holder S, Hollingsworth G, Homfray T, Humphreys M, Hurst J, Hutton B, Ingram S, Irving M, Islam L, Jackson A, Jarvis J, Jenkins L, Johnson D, Jones E, Josifova D, Joss S, Kaemba B, Kazembe S, Kelsell R, Kerr B, Kingston H, Kini U, Kinning E, Kirby G, Kirk C, Kivuva E, Kraus A, Kumar D, Kumar VKA, Lachlan K, Lam W, Lampe A, Langman C, Lees M, Lim D, Longman C, Lowther G, Lynch SA, Magee A, Maher E, Male A, Mansour S, Marks K, Martin K, Maye U, McCann E, McConnell V, McEntagart M, McGowan R, McKay K, McKee S, McMullan DJ, McNerlan S, McWilliam C, Mehta S, Metcalfe K, Middleton A, Miedzybrodzka Z, Miles E, Mohammed S, Montgomery T, Moore D, Morgan S, Morton J, Mugalaasi H, Murday V, Murphy H, Naik S, Nemeth A, Nevitt L, Newbury-Ecob R, Norman A, O’Shea R, Ogilvie C, Ong KR, Park SM, Parker MJ, Patel C, Paterson J, Payne S, Perrett D, Phipps J, Pilz DT, Pollard M, Pottinger C, Poulton J, Pratt N, Prescott K, Price S, Pridham A, Procter A, Purnell H, Quarrell O, Ragge N, Rahbari R, Randall J, Rankin J, Raymond L, Rice D, Robert L, Roberts E, Roberts J, Roberts P, Roberts G, Ross A, Rosser E, Saggar A, Samant S, Sampson J, Sandford R, Sarkar A, Schweiger S, Scott R, Scurr I, Selby A, Seller A, Sequeira C, Shannon N, Sharif S, Shaw-Smith C, Shearing E, Shears D, Sheridan E, Simonic I, Singzon R, Skitt Z, Smith A, Smith K, Smithson S, Sneddon L, Splitt M, Squires M, Stewart F, Stewart H, Straub V, Suri M, Sutton V, Swaminathan GJ, Sweeney E, Tatton-Brown K, Taylor C, Taylor R, Tein M, Temple IK, Thomson J, Tischkowitz M, Tomkins S, Torokwa A, Treacy B, Turner C, Turnpenny P, Tysoe C, Vandersteen A, Varghese V, Vasudevan P, Vijayarangakannan P, Vogt J, Wakeling E, Wallwark S, Waters J, Weber A, Wellesley D, Whiteford M, Widaa S, Wilcox S, Wilkinson E, Williams D, Williams N, Wilson L, Woods G, Wragg C, Wright M, Yates L, Yau M, Nellåker C, Parker M, Firth HV, Wright CF, FitzPatrick DR, Barrett JC, Hurles ME, Al Turki S, Anderson C, Anney R, Antony D, Artigas MS, Ayub M, Balasubramaniam S, Barrett JC, Barroso I, Beales P, Bentham J, Bhattacharya S, Birney E, Blackwood D, Bobrow M, Bochukova E, Bolton P, Bounds R, Boustred C, Breen G, Calissano M, Carss K, Chatterjee K, Chen L, Ciampi A, Cirak S, Clapham P, Clement G, Coates G, Collier D, Cosgrove C, Cox T, Craddock N, Crooks L, Curran S, Curtis D, Daly A, Day-Williams A, Day IN, Down T, Du Y, Dunham I, Edkins S, Ellis P, Evans D, Faroogi S, Fatemifar G, Fitzpatrick DR, Flicek P, Flyod J, Foley AR, Franklin CS, Futema M, Gallagher L, Geihs M, Geschwind D, Griffin H, Grozeva D, Guo X, Guo X, Gurling H, Hart D, Hendricks A, Holmans P, Howie B, Huang L, Hubbard T, Humphries SE, Hurles ME, Hysi P, Jackson DK, Jamshidi Y, Jing T, Joyce C, Kaye J, Keane T, Keogh J, Kemp J, Kennedy K, Kolb-Kokocinski A, Lachance G, Langford C, Lawson D, Lee I, Lek M, Liang J, Lin H, Li R, Li Y, Liu R, Lönnqvist J, Lopes M, Iotchkova V, MacArthur D, Marchini J, Maslen J, Massimo M, Mathieson I, Marenne G, McGuffin P, McIntosh A, McKechanie AG, McQuillin A, Metrustry S, Mitchison H, Moayyeri A, Morris J, Muntoni F, Northstone K, O'Donnovan M, Onoufriadis A, O'Rahilly S, Oualkacha K, Owen MJ, Palotie A, Panoutsopoulou K, Parker V, Parr JR, Paternoster L, Paunio T, Payne F, Pietilainen O, Plagnol V, Quaye L, Quail MA, Raymond L, Rehnström K, Ring S, Ritchie GR, Roberts N, Savage DB, Scambler P, Schiffels S, Schmidts M, Schoenmakers N, Semple RK, Serra E, Sharp SI, Shin SY, Skuse D, Small K, Southam L, Spasic-Boskovic O, St Clair D, Stalker J, Stevens E, St Pourcian B, Sun J, Suvisaari J, Tachmazidou I, Tobin MD, Valdes A, Van Kogelenberg M, Vijayarangakannan P, Visscher PM, Wain LV, Walters JT, Wang G, Wang J, Wang Y, Ward K, Wheeler E, Whyte T, Williams H, Williamson KA, Wilson C, Wong K, Xu C, Yang J, Zhang F, Zhang P, Aitman T, Alachkar H, Ali S, Allen L, Allsup D, Ambegaonkar G, Anderson J, Antrobus R, Armstrong R, Arno G, Arumugakani G, Ashford S, Astle W, Attwood A, Austin S, Bacchelli C, Bakchoul T, Bariana TK, Baxendale H, Bennett D, Bethune C, Bibi S, Bitner-Glindzicz M, Bleda M, Boggard H, Bolton-Maggs P, Booth C, Bradley JR, Brady A, Brown M, Browning M, Bryson C, Burns S, Calleja P, Canham N, Carmichael J, Carss K, Caulfield M, Chalmers E, Chandra A, Chinnery P, Chitre M, Church C, Clement E, Clements-Brod N, Clowes V, Coghlan G, Collins P, Cooper N, Creaser-Myers A, DaCosta R, Daugherty L, Davies S, Davis J, De Vries M, Deegan P, Deevi SV, Deshpande C, Devlin L, Dewhurst E, Doffinger R, Dormand N, Drewe E, Edgar D, Egner W, Erber WN, Erwood M, Everington T, Favier R, Firth H, Fletcher D, Flinter F, Fox JC, Frary A, Freson K, Furie B, Furnell A, Gale D, Gardham A, Gattens M, Ghali N, Ghataorhe PK, Ghurye R, Gibbs S, Gilmour K, Gissen P, Goddard S, Gomez K, Gordins P, Gräf S, Greene D, Greenhalgh A, Greinacher A, Grigoriadou S, Grozeva D, Hackett S, Hadinnapola C, Hague R, Haimel M, Halmagyi C, Hammerton T, Hart D, Hayman G, Heemskerk JW, Henderson R, Hensiek A, Henskens Y, Herwadkar A, Holden S, Holder M, Holder S, Hu F, Huissoon A, Humbert M, Hurst J, James R, Jolles S, Josifova D, Kazmi R, Keeling D, Kelleher P, Kelly AM, Kennedy F, Kiely D, Kingston N, Koziell A, Krishnakumar D, Kuijpers TW, Kumararatne D, Kurian M, Laffan MA, Lambert MP, Allen HL, Lawrie A, Lear S, Lees M, Lentaigne C, Liesner R, Linger R, Longhurst H, Lorenzo L, Machado R, Mackenzie R, MacLaren R, Maher E, Maimaris J, Mangles S, Manson A, Mapeta R, Markus HS, Martin J, Masati L, Mathias M, Matser V, Maw A, McDermott E, McJannet C, Meacham S, Meehan S, Megy K, Mehta S, Michaelides M, Millar CM, Moledina S, Moore A, Morrell N, Mumford A, Murng S, Murphy E, Nejentsev S, Noorani S, Nurden P, Oksenhendler E, Ouwehand WH, Papadia S, Park SM, Parker A, Pasi J, Patch C, Paterson J, Payne J, Peacock A, Peerlinck K, Penkett CJ, Pepke-Zaba J, Perry DJ, Pollock V, Polwarth G, Ponsford M, Qasim W, Quinti I, Rankin S, Rankin J, Raymond FL, Rehnstrom K, Reid E, Rhodes CJ, Richards M, Richardson S, Richter A, Roberts I, Rondina M, Rosser E, Roughley C, Rue-Albrecht K, Samarghitean C, Sanchis-Juan A, Sandford R, Santra S, Sargur R, Savic S, Schulman S, Schulze H, Scott R, Scully M, Seneviratne S, Sewell C, Shamardina O, Shipley D, Simeoni I, Sivapalaratnam S, Smith K, Sohal A, Southgate L, Staines S, Staples E, Stauss H, Stein P, Stephens J, Stirrups K, Stock S, Suntharalingam J, Tait RC, Talks K, Tan Y, Thachil J, Thaventhiran J, Thomas E, Thomas M, Thompson D, Thrasher A, Tischkowitz M, Titterton C, Toh CH, Toshner M, Treacy C, Trembath R, Tuna S, Turek W, Turro E, Van Geet C, Veltman M, Vogt J, von Ziegenweldt J, Vonk Noordegraaf A, Wakeling E, Wanjiku I, Warner TQ, Wassmer E, Watkins H, Webster A, Welch S, Westbury S, Wharton J, Whitehorn D, Wilkins M, Willcocks L, Williamson C, Woods G, Wort J, Yeatman N, Yong P, Young T, Yu P. Bi-allelic Loss-of-Function CACNA1B Mutations in Progressive Epilepsy-Dyskinesia. Am J Hum Genet 2019; 104:948-956. [PMID: 30982612 DOI: 10.1016/j.ajhg.2019.03.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Accepted: 03/04/2019] [Indexed: 12/11/2022] Open
Abstract
The occurrence of non-epileptic hyperkinetic movements in the context of developmental epileptic encephalopathies is an increasingly recognized phenomenon. Identification of causative mutations provides an important insight into common pathogenic mechanisms that cause both seizures and abnormal motor control. We report bi-allelic loss-of-function CACNA1B variants in six children from three unrelated families whose affected members present with a complex and progressive neurological syndrome. All affected individuals presented with epileptic encephalopathy, severe neurodevelopmental delay (often with regression), and a hyperkinetic movement disorder. Additional neurological features included postnatal microcephaly and hypotonia. Five children died in childhood or adolescence (mean age of death: 9 years), mainly as a result of secondary respiratory complications. CACNA1B encodes the pore-forming subunit of the pre-synaptic neuronal voltage-gated calcium channel Cav2.2/N-type, crucial for SNARE-mediated neurotransmission, particularly in the early postnatal period. Bi-allelic loss-of-function variants in CACNA1B are predicted to cause disruption of Ca2+ influx, leading to impaired synaptic neurotransmission. The resultant effect on neuronal function is likely to be important in the development of involuntary movements and epilepsy. Overall, our findings provide further evidence for the key role of Cav2.2 in normal human neurodevelopment.
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Whitworth J, Smith PS, Martin JE, West H, Luchetti A, Rodger F, Clark G, Carss K, Stephens J, Stirrups K, Penkett C, Mapeta R, Ashford S, Megy K, Shakeel H, Ahmed M, Adlard J, Barwell J, Brewer C, Casey RT, Armstrong R, Cole T, Evans DG, Fostira F, Greenhalgh L, Hanson H, Henderson A, Hoffman J, Izatt L, Kumar A, Kwong A, Lalloo F, Ong KR, Paterson J, Park SM, Chen-Shtoyerman R, Searle C, Side L, Skytte AB, Snape K, Woodward ER, Tischkowitz MD, Maher ER, Aitman T, Alachkar H, Ali S, Allen L, Allsup D, Ambegaonkar G, Anderson J, Antrobus R, Armstrong R, Arno G, Arumugakani G, Ashford S, Astle W, Attwood A, Austin S, Bacchelli C, Bakchoul T, Bariana TK, Baxendale H, Bennett D, Bethune C, Bibi S, Bitner-Glindzicz M, Bleda M, Boggard H, Bolton-Maggs P, Booth C, Bradley JR, Brady A, Brown M, Browning M, Bryson C, Burns S, Calleja P, Canham N, Carmichael J, Carss K, Caulfield M, Chalmers E, Chandra A, Chinnery P, Chitre M, Church C, Clement E, Clements-Brod N, Clowes V, Coghlan G, Collins P, Cookson V, Cooper N, Corris P, Creaser-Myers A, DaCosta R, Daugherty L, Davies S, Davis J, De Vries M, Deegan P, Deevi SV, Deshpande C, Devlin L, Dewhurst E, Dixon P, Doffinger R, Dormand N, Drewe E, Edgar D, Egner W, Erber WN, Erwood M, Erwood M, Everington T, Favier R, Firth H, Fletcher D, Flinter F, Frary A, Freson K, Furie B, Furnell A, Gale D, Gardham A, Gattens M, Ghali N, Ghataorhe PK, Ghurye R, Gibbs S, Gilmour K, Gissen P, Goddard S, Gomez K, Gordins P, Graf S, Gräf S, Greene D, Greenhalgh A, Greinacher A, Grigoriadou S, Grozeva D, Hackett S, Hadinnapola C, Hague R, Haimel M, Halmagyi C, Hammerton T, Hart D, Hayman G, Heemskerk JW, Henderson R, Hensiek A, Henskens Y, Herwadkar A, Holden S, Holder M, Holder S, Hu F, Huis in’t Veld A, Huissoon A, Humbert M, Hurst J, James R, Jolles S, Josifova D, Kazmi R, Keeling D, Kelleher P, Kelly AM, Kennedy F, Kiely D, Kingston N, Koziell A, Krishnakumar D, Kuijpers TW, Kuijpers T, Kumararatne D, Kurian M, Laffan MA, Lambert MP, Allen HL, Lango-Allen H, Lawrie A, Lear S, Lees M, Lentaigne C, Liesner R, Linger R, Longhurst H, Lorenzo L, Louka E, Machado R, Ross RM, MacLaren R, Maher E, Maimaris J, Mangles S, Manson A, Mapeta R, Markus HS, Martin J, Masati L, Mathias M, Matser V, Maw A, McDermott E, McJannet C, Meacham S, Meehan S, Megy K, Mehta S, Michaelides M, Millar CM, Moledina S, Moore A, Morrell N, Mumford A, Murng S, Murphy E, Nejentsev S, Noorani S, Nurden P, Oksenhendler E, Othman S, Ouwehand WH, Ouwehand WH, Papadia S, Park SM, Parker A, Pasi J, Patch C, Paterson J, Payne J, Peacock A, Peerlinck K, Penkett CJ, Pepke-Zaba J, Perry D, Perry DJ, Pollock V, Polwarth G, Ponsford M, Qasim W, Quinti I, Rankin S, Rankin J, Raymond FL, Rayner-Matthews P, Rehnstrom K, Reid E, Rhodes CJ, Richards M, Richardson S, Richter A, Roberts I, Rondina M, Rosser E, Roughley C, Roy N, Rue-Albrecht K, Samarghitean C, Sanchis-Juan A, Sandford R, Santra S, Sargur R, Savic S, Schotte G, Schulman S, Schulze H, Scott R, Scully M, Seneviratne S, Sewell C, Shamardina O, Shipley D, Simeoni I, Sivapalaratnam S, Smith KG, Sohal A, Southgate L, Staines S, Staples E, Stark H, Stauss H, Stein P, Stephens J, Stirrups K, Stock S, Suntharalingam J, Talks K, Tan Y, Thachil J, Thaventhiran J, Thomas E, Thomas M, Thompson D, Thrasher A, Tischkowitz M, Titterton C, Toh CH, Toshner M, Treacy C, Trembath R, Tuna S, Turek W, Turro E, Van Geet C, Veltman M, Vogt J, von Ziegenweldt J, Vonk Noordegraaf A, Wakeling E, Wanjiku I, Warner TQ, Wassmer E, Watkins H, Watt C, Webster N, Welch S, Westbury S, Wharton J, Whitehorn D, Wilkins M, Willcocks L, Williamson C, Woods G, Woods G, Wort J, Yeatman N, Yong P, Young T, Yu P. Comprehensive Cancer-Predisposition Gene Testing in an Adult Multiple Primary Tumor Series Shows a Broad Range of Deleterious Variants and Atypical Tumor Phenotypes. Am J Hum Genet 2018; 103:3-18. [PMID: 29909963 PMCID: PMC6037202 DOI: 10.1016/j.ajhg.2018.04.013] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Accepted: 04/25/2018] [Indexed: 12/17/2022] Open
Abstract
Multiple primary tumors (MPTs) affect a substantial proportion of cancer survivors and can result from various causes, including inherited predisposition. Currently, germline genetic testing of MPT-affected individuals for variants in cancer-predisposition genes (CPGs) is mostly targeted by tumor type. We ascertained pre-assessed MPT individuals (with at least two primary tumors by age 60 years or at least three by 70 years) from genetics centers and performed whole-genome sequencing (WGS) on 460 individuals from 440 families. Despite previous negative genetic assessment and molecular investigations, pathogenic variants in moderate- and high-risk CPGs were detected in 67/440 (15.2%) probands. WGS detected variants that would not be (or were not) detected by targeted resequencing strategies, including low-frequency structural variants (6/440 [1.4%] probands). In most individuals with a germline variant assessed as pathogenic or likely pathogenic (P/LP), at least one of their tumor types was characteristic of variants in the relevant CPG. However, in 29 probands (42.2% of those with a P/LP variant), the tumor phenotype appeared discordant. The frequency of individuals with truncating or splice-site CPG variants and at least one discordant tumor type was significantly higher than in a control population (χ2 = 43.642; p ≤ 0.0001). 2/67 (3%) probands with P/LP variants had evidence of multiple inherited neoplasia allele syndrome (MINAS) with deleterious variants in two CPGs. Together with variant detection rates from a previous series of similarly ascertained MPT-affected individuals, the present results suggest that first-line comprehensive CPG analysis in an MPT cohort referred to clinical genetics services would detect a deleterious variant in about a third of individuals.
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Chen L, Ge B, Casale FP, Vasquez L, Kwan T, Garrido-Martín D, Watt S, Yan Y, Kundu K, Ecker S, Datta A, Richardson D, Burden F, Mead D, Mann AL, Fernandez JM, Rowlston S, Wilder SP, Farrow S, Shao X, Lambourne JJ, Redensek A, Albers CA, Amstislavskiy V, Ashford S, Berentsen K, Bomba L, Bourque G, Bujold D, Busche S, Caron M, Chen SH, Cheung W, Delaneau O, Dermitzakis ET, Elding H, Colgiu I, Bagger FO, Flicek P, Habibi E, Iotchkova V, Janssen-Megens E, Kim B, Lehrach H, Lowy E, Mandoli A, Matarese F, Maurano MT, Morris JA, Pancaldi V, Pourfarzad F, Rehnstrom K, Rendon A, Risch T, Sharifi N, Simon MM, Sultan M, Valencia A, Walter K, Wang SY, Frontini M, Antonarakis SE, Clarke L, Yaspo ML, Beck S, Guigo R, Rico D, Martens JHA, Ouwehand WH, Kuijpers TW, Paul DS, Stunnenberg HG, Stegle O, Downes K, Pastinen T, Soranzo N. Genetic Drivers of Epigenetic and Transcriptional Variation in Human Immune Cells. Cell 2017; 167:1398-1414.e24. [PMID: 27863251 PMCID: PMC5119954 DOI: 10.1016/j.cell.2016.10.026] [Citation(s) in RCA: 389] [Impact Index Per Article: 55.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2016] [Revised: 08/19/2016] [Accepted: 10/14/2016] [Indexed: 12/20/2022]
Abstract
Characterizing the multifaceted contribution of genetic and epigenetic factors to disease phenotypes is a major challenge in human genetics and medicine. We carried out high-resolution genetic, epigenetic, and transcriptomic profiling in three major human immune cell types (CD14+ monocytes, CD16+ neutrophils, and naive CD4+ T cells) from up to 197 individuals. We assess, quantitatively, the relative contribution of cis-genetic and epigenetic factors to transcription and evaluate their impact as potential sources of confounding in epigenome-wide association studies. Further, we characterize highly coordinated genetic effects on gene expression, methylation, and histone variation through quantitative trait locus (QTL) mapping and allele-specific (AS) analyses. Finally, we demonstrate colocalization of molecular trait QTLs at 345 unique immune disease loci. This expansive, high-resolution atlas of multi-omics changes yields insights into cell-type-specific correlation between diverse genomic inputs, more generalizable correlations between these inputs, and defines molecular events that may underpin complex disease risk. Genome, transcriptome, and epigenome reference panel in three human immune cell types Identified 4,418 genes associated with epigenetic changes independent of genetics Described genome-epigenome coordination defining cell-type-specific regulatory events Functionally mapped disease mechanisms at 345 unique autoimmune disease loci
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Affiliation(s)
- Lu Chen
- Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK; Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
| | - Bing Ge
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada
| | - Francesco Paolo Casale
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Louella Vasquez
- Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK
| | - Tony Kwan
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada
| | - Diego Garrido-Martín
- Bioinformatics and Genomics, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader, 88, Barcelona 8003, Spain; Department of Experimental and Health Sciences, Universitat Pompeu Fabra (UPF), Plaça de la Mercè, 10- 12, Barcelona 8002, Spain
| | - Stephen Watt
- Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK
| | - Ying Yan
- Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK
| | - Kousik Kundu
- Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK; Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
| | - Simone Ecker
- Structural Biology and Biocomputing Programme, Spanish National Cancer Research Centre (CNIO), Melchor Fernandez Almagro, 3, Madrid 28029, Spain; UCL Cancer Institute, University College London, 72 Huntley Street, London WC1E 6BT, UK
| | - Avik Datta
- Vertebrate Genomics, European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - David Richardson
- Vertebrate Genomics, European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Frances Burden
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service (NHS) Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
| | - Daniel Mead
- Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK
| | - Alice L Mann
- Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK
| | - Jose Maria Fernandez
- Structural Biology and Biocomputing Programme, Spanish National Cancer Research Centre (CNIO), Melchor Fernandez Almagro, 3, Madrid 28029, Spain
| | - Sophia Rowlston
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service (NHS) Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
| | - Steven P Wilder
- Genome Analysis, European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Samantha Farrow
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service (NHS) Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
| | - Xiaojian Shao
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada
| | - John J Lambourne
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada; Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service (NHS) Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
| | - Adriana Redensek
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada
| | - Cornelis A Albers
- Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, P.O. Box 9101, Nijmegen 6500 HB, the Netherlands; Molecular Developmental Biology, Radboud Institute for Life Sciences, Radboud University, P.O. Box 9101, Nijmegen 6500 HB, the Netherlands
| | - Vyacheslav Amstislavskiy
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Ihnestr. 63/73, Berlin 14195, Germany
| | - Sofie Ashford
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service (NHS) Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
| | - Kim Berentsen
- Department of Molecular Biology, Faculty of Science, Radboud University, Nijmegen 6525GA, the Netherlands
| | - Lorenzo Bomba
- Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK
| | - Guillaume Bourque
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada
| | - David Bujold
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada
| | - Stephan Busche
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada
| | - Maxime Caron
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada
| | - Shu-Huang Chen
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada
| | - Warren Cheung
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada
| | - Oliver Delaneau
- Genetic Medicine and Development, University of Geneva Medical School-CMU, 1 Rue Michel-Servet, Geneva 1211, Switzerland
| | - Emmanouil T Dermitzakis
- Genetic Medicine and Development, University of Geneva Medical School-CMU, 1 Rue Michel-Servet, Geneva 1211, Switzerland
| | - Heather Elding
- Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK
| | - Irina Colgiu
- Human Genetics Informatics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK
| | - Frederik O Bagger
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK; National Health Service (NHS) Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
| | - Paul Flicek
- Vertebrate Genomics, European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Ehsan Habibi
- Department of Molecular Biology, Faculty of Science, Radboud University, Nijmegen 6525GA, the Netherlands
| | - Valentina Iotchkova
- Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK; European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Eva Janssen-Megens
- Department of Molecular Biology, Faculty of Science, Radboud University, Nijmegen 6525GA, the Netherlands
| | - Bowon Kim
- Department of Molecular Biology, Faculty of Science, Radboud University, Nijmegen 6525GA, the Netherlands
| | - Hans Lehrach
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Ihnestr. 63/73, Berlin 14195, Germany
| | - Ernesto Lowy
- Vertebrate Genomics, European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Amit Mandoli
- Department of Molecular Biology, Faculty of Science, Radboud University, Nijmegen 6525GA, the Netherlands
| | - Filomena Matarese
- Department of Molecular Biology, Faculty of Science, Radboud University, Nijmegen 6525GA, the Netherlands
| | - Matthew T Maurano
- Institute for Systems Genetics, New York University Langone Medical Center, ACLS West, Room 511, 430 East 29(th) Street, New York, NY 10016, USA
| | - John A Morris
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada
| | - Vera Pancaldi
- Structural Biology and Biocomputing Programme, Spanish National Cancer Research Centre (CNIO), Melchor Fernandez Almagro, 3, Madrid 28029, Spain
| | - Farzin Pourfarzad
- Blood Cell Research, Sanquin Research and Landsteiner Laboratory, Plesmanlaan 125, Amsterdam 1066CX, the Netherlands
| | - Karola Rehnstrom
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service (NHS) Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
| | - Augusto Rendon
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; Bioinformatics, Genomics England, Charterhouse Square, London EC1M 6BQ, UK
| | - Thomas Risch
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Ihnestr. 63/73, Berlin 14195, Germany
| | - Nilofar Sharifi
- Department of Molecular Biology, Faculty of Science, Radboud University, Nijmegen 6525GA, the Netherlands
| | - Marie-Michelle Simon
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada
| | - Marc Sultan
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Ihnestr. 63/73, Berlin 14195, Germany
| | - Alfonso Valencia
- Structural Biology and Biocomputing Programme, Spanish National Cancer Research Centre (CNIO), Melchor Fernandez Almagro, 3, Madrid 28029, Spain
| | - Klaudia Walter
- Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK
| | - Shuang-Yin Wang
- Department of Molecular Biology, Faculty of Science, Radboud University, Nijmegen 6525GA, the Netherlands
| | - Mattia Frontini
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service (NHS) Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; British Heart Foundation Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Hills Road, Cambridge CB2 0QQ, UK
| | - Stylianos E Antonarakis
- Genetic Medicine and Development, University of Geneva Medical School-CMU, 1 Rue Michel-Servet, Geneva 1211, Switzerland
| | - Laura Clarke
- Vertebrate Genomics, European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Marie-Laure Yaspo
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Ihnestr. 63/73, Berlin 14195, Germany
| | - Stephan Beck
- UCL Cancer Institute, University College London, 72 Huntley Street, London WC1E 6BT, UK
| | - Roderic Guigo
- Bioinformatics and Genomics, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology, Carrer del Dr. Aiguader, 88, Barcelona 8003, Spain; Department of Experimental and Health Sciences, Universitat Pompeu Fabra (UPF), Plaça de la Mercè, 10- 12, Barcelona 8002, Spain; Computational Genomics, Institut Hospital del Mar d'Investigacions Mediques (IMIM), Carrer del Dr. Aiguader, 88, Barcelona 8003, Spain
| | - Daniel Rico
- Structural Biology and Biocomputing Programme, Spanish National Cancer Research Centre (CNIO), Melchor Fernandez Almagro, 3, Madrid 28029, Spain; Institute of Cellular Medicine, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, UK
| | - Joost H A Martens
- Department of Molecular Biology, Faculty of Science, Radboud University, Nijmegen 6525GA, the Netherlands
| | - Willem H Ouwehand
- Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK; Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service (NHS) Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; British Heart Foundation Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Hills Road, Cambridge CB2 0QQ, UK; The National Institute for Health Research Blood and Transplant Unit (NIHR BTRU) in Donor Health and Genomics at the University of Cambridge, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge CB1 8RN, UK
| | - Taco W Kuijpers
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; Blood Cell Research, Sanquin Research and Landsteiner Laboratory, Plesmanlaan 125, Amsterdam 1066CX, the Netherlands; Emma Children's Hospital, Academic Medical Center (AMC), University of Amsterdam, Location H7-230, Meibergdreef 9, Amsterdam 1105AZ, the Netherlands
| | - Dirk S Paul
- UCL Cancer Institute, University College London, 72 Huntley Street, London WC1E 6BT, UK; Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge CB1 8RN, UK
| | - Hendrik G Stunnenberg
- Department of Molecular Biology, Faculty of Science, Radboud University, Nijmegen 6525GA, the Netherlands
| | - Oliver Stegle
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Kate Downes
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service (NHS) Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
| | - Tomi Pastinen
- Human Genetics, McGill University, 740 Dr. Penfield, Montreal, QC H3A 0G1, Canada.
| | - Nicole Soranzo
- Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK; Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; British Heart Foundation Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Hills Road, Cambridge CB2 0QQ, UK; The National Institute for Health Research Blood and Transplant Unit (NIHR BTRU) in Donor Health and Genomics at the University of Cambridge, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge CB1 8RN, UK.
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7
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Paul DS, Teschendorff AE, Dang MAN, Lowe R, Hawa MI, Ecker S, Beyan H, Cunningham S, Fouts AR, Ramelius A, Burden F, Farrow S, Rowlston S, Rehnstrom K, Frontini M, Downes K, Busche S, Cheung WA, Ge B, Simon MM, Bujold D, Kwan T, Bourque G, Datta A, Lowy E, Clarke L, Flicek P, Libertini E, Heath S, Gut M, Gut IG, Ouwehand WH, Pastinen T, Soranzo N, Hofer SE, Karges B, Meissner T, Boehm BO, Cilio C, Elding Larsson H, Lernmark Å, Steck AK, Rakyan VK, Beck S, Leslie RD. Increased DNA methylation variability in type 1 diabetes across three immune effector cell types. Nat Commun 2016; 7:13555. [PMID: 27898055 PMCID: PMC5141286 DOI: 10.1038/ncomms13555] [Citation(s) in RCA: 119] [Impact Index Per Article: 14.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2016] [Accepted: 10/04/2016] [Indexed: 02/06/2023] Open
Abstract
The incidence of type 1 diabetes (T1D) has substantially increased over the past decade, suggesting a role for non-genetic factors such as epigenetic mechanisms in disease development. Here we present an epigenome-wide association study across 406,365 CpGs in 52 monozygotic twin pairs discordant for T1D in three immune effector cell types. We observe a substantial enrichment of differentially variable CpG positions (DVPs) in T1D twins when compared with their healthy co-twins and when compared with healthy, unrelated individuals. These T1D-associated DVPs are found to be temporally stable and enriched at gene regulatory elements. Integration with cell type-specific gene regulatory circuits highlight pathways involved in immune cell metabolism and the cell cycle, including mTOR signalling. Evidence from cord blood of newborns who progress to overt T1D suggests that the DVPs likely emerge after birth. Our findings, based on 772 methylomes, implicate epigenetic changes that could contribute to disease pathogenesis in T1D. The incidence of type 1 diabetes is increasing, potentially implicating non-genetic factors. Here the authors conduct an epigenome-wide association study in disease-discordant twins and find increased DNA methylation variability at genes associated with immune cell metabolism and the cell cycle.
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Affiliation(s)
- Dirk S Paul
- Medical Genomics, UCL Cancer Institute, University College London, London WC1E 6BT, UK.,Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Cambridge CB1 8RN, UK
| | - Andrew E Teschendorff
- CAS Key Lab of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institute for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China.,Statistical Cancer Genomics, UCL Cancer Institute, University College London, London WC1E 6BT, UK
| | - Mary A N Dang
- The Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK
| | - Robert Lowe
- The Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK
| | - Mohammed I Hawa
- The Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK
| | - Simone Ecker
- Medical Genomics, UCL Cancer Institute, University College London, London WC1E 6BT, UK
| | - Huriya Beyan
- The Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK
| | - Stephanie Cunningham
- The Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK
| | - Alexandra R Fouts
- Barbara Davis Center for Childhood Diabetes, University of Colorado School of Medicine, Aurora, Colorado 80045, USA
| | - Anita Ramelius
- Department of Clinical Sciences, Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Frances Burden
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
| | - Samantha Farrow
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
| | - Sophia Rowlston
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
| | - Karola Rehnstrom
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
| | - Mattia Frontini
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,British Heart Foundation Centre of Excellence, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
| | - Kate Downes
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
| | - Stephan Busche
- Department of Human Genetics, McGill University, Montreal, Québec, Canada H3A 0G1.,McGill University and Genome Quebec Innovation Centre, Montreal, Québec, Canada H3A 0G1
| | - Warren A Cheung
- Department of Human Genetics, McGill University, Montreal, Québec, Canada H3A 0G1.,McGill University and Genome Quebec Innovation Centre, Montreal, Québec, Canada H3A 0G1
| | - Bing Ge
- Department of Human Genetics, McGill University, Montreal, Québec, Canada H3A 0G1.,McGill University and Genome Quebec Innovation Centre, Montreal, Québec, Canada H3A 0G1
| | - Marie-Michelle Simon
- Department of Human Genetics, McGill University, Montreal, Québec, Canada H3A 0G1.,McGill University and Genome Quebec Innovation Centre, Montreal, Québec, Canada H3A 0G1
| | - David Bujold
- Department of Human Genetics, McGill University, Montreal, Québec, Canada H3A 0G1.,McGill University and Genome Quebec Innovation Centre, Montreal, Québec, Canada H3A 0G1
| | - Tony Kwan
- Department of Human Genetics, McGill University, Montreal, Québec, Canada H3A 0G1.,McGill University and Genome Quebec Innovation Centre, Montreal, Québec, Canada H3A 0G1
| | - Guillaume Bourque
- Department of Human Genetics, McGill University, Montreal, Québec, Canada H3A 0G1.,McGill University and Genome Quebec Innovation Centre, Montreal, Québec, Canada H3A 0G1
| | - Avik Datta
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Ernesto Lowy
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Laura Clarke
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Paul Flicek
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Emanuele Libertini
- Medical Genomics, UCL Cancer Institute, University College London, London WC1E 6BT, UK
| | - Simon Heath
- CNAG-CRG, Centre for Genomic Regulation, Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 4, 08028 Barcelona, Spain.,Universitat Pompeu Fabra, Plaça de la Mercè 10, 08002 Barcelona, Spain
| | - Marta Gut
- CNAG-CRG, Centre for Genomic Regulation, Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 4, 08028 Barcelona, Spain.,Universitat Pompeu Fabra, Plaça de la Mercè 10, 08002 Barcelona, Spain
| | - Ivo G Gut
- CNAG-CRG, Centre for Genomic Regulation, Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 4, 08028 Barcelona, Spain.,Universitat Pompeu Fabra, Plaça de la Mercè 10, 08002 Barcelona, Spain
| | - Willem H Ouwehand
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,British Heart Foundation Centre of Excellence, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK.,Human Genetics, Wellcome Trust Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
| | - Tomi Pastinen
- Department of Human Genetics, McGill University, Montreal, Québec, Canada H3A 0G1.,McGill University and Genome Quebec Innovation Centre, Montreal, Québec, Canada H3A 0G1
| | - Nicole Soranzo
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,Human Genetics, Wellcome Trust Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
| | - Sabine E Hofer
- Department of Pediatrics, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Beate Karges
- Division of Endocrinology and Diabetes, RWTH Aachen University, 52074 Aachen, Germany.,German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
| | - Thomas Meissner
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany.,Department of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Heinrich Heine University of Düsseldorf, 40225 Düsseldorf, Germany
| | - Bernhard O Boehm
- Division of Endocrinology, Department of Internal Medicine I, Ulm University Medical Centre, 89081 Ulm, Germany.,Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 636921, Singapore.,Imperial College London, London SW7 2AZ, UK
| | - Corrado Cilio
- Department of Clinical Sciences, Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Helena Elding Larsson
- Department of Clinical Sciences, Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Åke Lernmark
- Department of Clinical Sciences, Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Andrea K Steck
- Barbara Davis Center for Childhood Diabetes, University of Colorado School of Medicine, Aurora, Colorado 80045, USA
| | - Vardhman K Rakyan
- The Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK
| | - Stephan Beck
- Medical Genomics, UCL Cancer Institute, University College London, London WC1E 6BT, UK
| | - R David Leslie
- The Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK
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8
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Warrier V, Chakrabarti B, Murphy L, Chan A, Craig I, Mallya U, Lakatošová S, Rehnstrom K, Peltonen L, Wheelwright S, Allison C, Fisher SE, Baron-Cohen S. A Pooled Genome-Wide Association Study of Asperger Syndrome. PLoS One 2015; 10:e0131202. [PMID: 26176695 PMCID: PMC4503355 DOI: 10.1371/journal.pone.0131202] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2015] [Accepted: 05/30/2015] [Indexed: 12/27/2022] Open
Abstract
Asperger Syndrome (AS) is a neurodevelopmental condition characterized by impairments in social interaction and communication, alongside the presence of unusually repetitive, restricted interests and stereotyped behaviour. Individuals with AS have no delay in cognitive and language development. It is a subset of Autism Spectrum Conditions (ASC), which are highly heritable and has a population prevalence of approximately 1%. Few studies have investigated the genetic basis of AS. To address this gap in the literature, we performed a genome-wide pooled DNA association study to identify candidate loci in 612 individuals (294 cases and 318 controls) of Caucasian ancestry, using the Affymetrix GeneChip Human Mapping version 6.0 array. We identified 11 SNPs that had a p-value below 1x10-5. These SNPs were independently genotyped in the same sample. Three of the SNPs (rs1268055, rs7785891 and rs2782448) were nominally significant, though none remained significant after Bonferroni correction. Two of our top three SNPs (rs7785891 and rs2782448) lie in loci previously implicated in ASC. However, investigation of the three SNPs in the ASC genome-wide association dataset from the Psychiatric Genomics Consortium indicated that these three SNPs were not significantly associated with ASC. The effect sizes of the variants were modest, indicating that our study was not sufficiently powered to identify causal variants with precision.
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Affiliation(s)
- Varun Warrier
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
- * E-mail: (VW); (SB-C)
| | - Bhismadev Chakrabarti
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
- School of Psychology and Clinical Language Sciences, Centre for Integrative Neuroscience and Neurodynamics, University of Reading, Reading, United Kingdom
| | - Laura Murphy
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Allen Chan
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Ian Craig
- MRC Centre for Social, Genetic and Developmental Psychiatry, King’s College London, Institute of Psychiatry, London, United Kingdom
| | - Uma Mallya
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Silvia Lakatošová
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Karola Rehnstrom
- The Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, United Kingdom
| | - Leena Peltonen
- The Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, United Kingdom
| | - Sally Wheelwright
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Carrie Allison
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Simon E. Fisher
- Max Planck Institute for Psycholinguistics, 6500 AH, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Simon Baron-Cohen
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
- CLASS Clinic, Cambridgeshire and Peterborough NHS Foundation Trust (CPFT), Cambridge, United Kingdom
- * E-mail: (VW); (SB-C)
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9
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Baron-Cohen S, Murphy L, Chakrabarti B, Craig I, Mallya U, Lakatošová S, Rehnstrom K, Peltonen L, Wheelwright S, Allison C, Fisher SE, Warrier V. A genome wide association study of mathematical ability reveals an association at chromosome 3q29, a locus associated with autism and learning difficulties: a preliminary study. PLoS One 2014; 9:e96374. [PMID: 24801482 PMCID: PMC4011843 DOI: 10.1371/journal.pone.0096374] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2014] [Accepted: 04/04/2014] [Indexed: 12/14/2022] Open
Abstract
Mathematical ability is heritable, but few studies have directly investigated its molecular genetic basis. Here we aimed to identify specific genetic contributions to variation in mathematical ability. We carried out a genome wide association scan using pooled DNA in two groups of U.K. samples, based on end of secondary/high school national academic exam achievement: high (n = 419) versus low (n = 183) mathematical ability while controlling for their verbal ability. Significant differences in allele frequencies between these groups were searched for in 906,600 SNPs using the Affymetrix GeneChip Human Mapping version 6.0 array. After meeting a threshold of p<1.5×10−5, 12 SNPs from the pooled association analysis were individually genotyped in 542 of the participants and analyzed to validate the initial associations (lowest p-value 1.14 ×10−6). In this analysis, one of the SNPs (rs789859) showed significant association after Bonferroni correction, and four (rs10873824, rs4144887, rs12130910 rs2809115) were nominally significant (lowest p-value 3.278 × 10−4). Three of the SNPs of interest are located within, or near to, known genes (FAM43A, SFT2D1, C14orf64). The SNP that showed the strongest association, rs789859, is located in a region on chromosome 3q29 that has been previously linked to learning difficulties and autism. rs789859 lies 1.3 kbp downstream of LSG1, and 700 bp upstream of FAM43A, mapping within the potential promoter/regulatory region of the latter. To our knowledge, this is only the second study to investigate the association of genetic variants with mathematical ability, and it highlights a number of interesting markers for future study.
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Affiliation(s)
- Simon Baron-Cohen
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridgeshire, United Kingdom
- CLASS Clinic, Cambridgeshire and Peterborough NHS Foundation Trust (CPFT), Cambridgeshire, United Kingdom
- * E-mail: (VW); (SBC)
| | - Laura Murphy
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridgeshire, United Kingdom
| | - Bhismadev Chakrabarti
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridgeshire, United Kingdom
- School of Psychology and Clinical Language Sciences, Centre for Integrative Neuroscience and Neurodynamics, University of Reading, Reading, United Kingdom
| | - Ian Craig
- MRC Centre for Social, Genetic and Developmental Psychiatry, King's College London, Institute of Psychiatry, London, United Kingdom
| | - Uma Mallya
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridgeshire, United Kingdom
| | - Silvia Lakatošová
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridgeshire, United Kingdom
| | - Karola Rehnstrom
- The Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, United Kingdom
| | - Leena Peltonen
- The Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, United Kingdom
| | - Sally Wheelwright
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridgeshire, United Kingdom
| | - Carrie Allison
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridgeshire, United Kingdom
| | - Simon E. Fisher
- Max Planck Institute for Psycholinguistics, 6500 AH Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Varun Warrier
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridgeshire, United Kingdom
- * E-mail: (VW); (SBC)
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10
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Steinberg S, de Jong S, Mattheisen M, Costas J, Demontis D, Jamain S, Pietiläinen OPH, Lin K, Papiol S, Huttenlocher J, Sigurdsson E, Vassos E, Giegling I, Breuer R, Fraser G, Walker N, Melle I, Djurovic S, Agartz I, Tuulio-Henriksson A, Suvisaari J, Lönnqvist J, Paunio T, Olsen L, Hansen T, Ingason A, Pirinen M, Strengman E, Hougaard DM, Ørntoft T, Didriksen M, Hollegaard MV, Nordentoft M, Abramova L, Kaleda V, Arrojo M, Sanjuán J, Arango C, Etain B, Bellivier F, Méary A, Schürhoff F, Szoke A, Ribolsi M, Magni V, Siracusano A, Sperling S, Rossner M, Christiansen C, Kiemeney LA, Franke B, van den Berg LH, Veldink J, Curran S, Bolton P, Poot M, Staal W, Rehnstrom K, Kilpinen H, Freitag CM, Meyer J, Magnusson P, Saemundsen E, Martsenkovsky I, Bikshaieva I, Martsenkovska I, Vashchenko O, Raleva M, Paketchieva K, Stefanovski B, Durmishi N, Milovancevic MP, Tosevski DL, Silagadze T, Naneishvili N, Mikeladze N, Surguladze S, Vincent JB, Farmer A, Mitchell PB, Wright A, Schofield PR, Fullerton JM, Montgomery GW, Martin NG, Rubino IA, van Winkel R, Kenis G, De Hert M, Réthelyi JM, Bitter I, Terenius L, Jönsson EG, Bakker S, van Os J, Jablensky A, Leboyer M, Bramon E, Powell J, Murray R, Corvin A, Gill M, Morris D, O’Neill FA, Kendler K, Riley B, Craddock N, Owen MJ, O’Donovan MC, Thorsteinsdottir U, Kong A, Ehrenreich H, Carracedo A, Golimbet V, Andreassen OA, Børglum AD, Mors O, Mortensen PB, Werge T, Ophoff RA, Nöthen MM, Rietschel M, Cichon S, Ruggeri M, Tosato S, Palotie A, St Clair D, Rujescu D, Collier DA, Stefansson H, Stefansson K. Common variant at 16p11.2 conferring risk of psychosis. Mol Psychiatry 2014; 19:108-14. [PMID: 23164818 PMCID: PMC3872086 DOI: 10.1038/mp.2012.157] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2012] [Revised: 09/14/2012] [Accepted: 09/17/2012] [Indexed: 01/29/2023]
Abstract
Epidemiological and genetic data support the notion that schizophrenia and bipolar disorder share genetic risk factors. In our previous genome-wide association study, meta-analysis and follow-up (totaling as many as 18 206 cases and 42 536 controls), we identified four loci showing genome-wide significant association with schizophrenia. Here we consider a mixed schizophrenia and bipolar disorder (psychosis) phenotype (addition of 7469 bipolar disorder cases, 1535 schizophrenia cases, 333 other psychosis cases, 808 unaffected family members and 46 160 controls). Combined analysis reveals a novel variant at 16p11.2 showing genome-wide significant association (rs4583255[T]; odds ratio=1.08; P=6.6 × 10(-11)). The new variant is located within a 593-kb region that substantially increases risk of psychosis when duplicated. In line with the association of the duplication with reduced body mass index (BMI), rs4583255[T] is also associated with lower BMI (P=0.0039 in the public GIANT consortium data set; P=0.00047 in 22 651 additional Icelanders).
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Affiliation(s)
| | - Simone de Jong
- Center for Neurobehavioral Genetics, UCLA, Los Angeles, California, USA
| | - Manuel Mattheisen
- Channing Division of Network Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Institute for Genomic Mathematics, University of Bonn, Bonn, Germany
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
| | - Javier Costas
- Galician Foundation of Genomic Medicine-SERGAS, Complexo Hospitalario Universitario de Santiago (CHUS), Santiago de Compostela, Spain
| | - Ditte Demontis
- Department of Biomedicine, Human Genetics, and Centre for Integrative Sequencing, iSEQ, Aarhus University, Aarhus, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH
| | - Stéphane Jamain
- Fondation FondaMental, Créteil, France
- INSERM U 955, Psychiatrie Génétique, Créteil, France
| | - Olli P H Pietiläinen
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- Institute for Health and Welfare, Public Genomics Unit, Helsinki, Finland
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, UK
| | - Kuang Lin
- Department of Neuroscience, NIHR Biomedical Research Centre for Mental Health at the South London and Maudsley NHS Foundation Trust and King’s College, London, UK
| | - Sergi Papiol
- DFG Research Center for Molecular Physiology of the Brain (CMPB), Göttingen, Germany
- Division of Clinical Neuroscience, Max Planck Institute of Experimental Medicine, Göttingen, Germany
| | - Johanna Huttenlocher
- deCODE genetics, Reykjavik, Iceland
- Department of Medical Genetics, Institute of Human Genetics, University of Tübingen, Tübingen, Germany
| | - Engilbert Sigurdsson
- Department of Psychiatry, National University Hospital, Reykjavik, Iceland
- School of Medicine, University of Iceland, Reykjavik, Iceland
| | - Evangelos Vassos
- Social, Genetic and Developmental Psychiatry Research Centre, Institute of Psychiatry, King’s College, London, UK
| | - Ina Giegling
- Division of Molecular and Clinical Neurobiology, Department of Psychiatry, Ludwig-Maximilians University, Munich, Germany
| | - René Breuer
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, University of Heidelberg, Mannheim, Germany
| | - Gillian Fraser
- Department of Mental Health, University of Aberdeen, Royal Cornhill Hospital, Aberdeen, UK
| | | | - Ingrid Melle
- KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine, Division of Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
| | - Srdjan Djurovic
- KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine, Division of Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
| | - Ingrid Agartz
- KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine, Division of Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
| | - Annamari Tuulio-Henriksson
- Department of Mental Health and Substance Abuse Services, National Institute for Health and Welfare, Helsinki, Finland
| | - Jaana Suvisaari
- Department of Mental Health and Substance Abuse Services, National Institute for Health and Welfare, Helsinki, Finland
| | - Jouko Lönnqvist
- Department of Mental Health and Substance Abuse Services, National Institute for Health and Welfare, Helsinki, Finland
| | - Tiina Paunio
- Public Health Genomics Unit, National Institute for Health and Welfare THL, Helsinki, Finland
| | - Line Olsen
- Institute of Biological Psychiatry, Mental Health Centre Sct Hans & Copenhagen University, Roskilde, Denmark
| | - Thomas Hansen
- Institute of Biological Psychiatry, Mental Health Centre Sct Hans & Copenhagen University, Roskilde, Denmark
| | - Andres Ingason
- Institute of Biological Psychiatry, Mental Health Centre Sct Hans & Copenhagen University, Roskilde, Denmark
| | - Matti Pirinen
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Eric Strengman
- Department of Medical Genetics, University Medical Centre Utrecht, Utrecht, the Netherlands
| | | | - David M Hougaard
- Section of Neonatal Screening and Hormones, Department of Clinical Biochemistry, Immunology and Genetics, Statens Serum Institut, Copenhagen, Denmark
| | - Torben Ørntoft
- Department of Molecular Medicine, Aarhus University Hospital, Skejby, Aarhus, Denmark
| | | | - Mads V Hollegaard
- Section of Neonatal Screening and Hormones, Department of Clinical Biochemistry, Immunology and Genetics, Statens Serum Institut, Copenhagen, Denmark
| | - Merete Nordentoft
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH
- Psychiatric Center Copenhagen, Copenhagen University Hospital, Copenhagen, Denmark
| | - Lilia Abramova
- Mental Health Research Center, Russian Academy of Medical Sciences, Moscow, Russia
| | - Vasily Kaleda
- Mental Health Research Center, Russian Academy of Medical Sciences, Moscow, Russia
| | - Manuel Arrojo
- Service of Psychiatry, Complexo Hospitalario Universitario de Santiago (CHUS), Santiago de Compostela, Spain
| | - Julio Sanjuán
- Unit of Psychiatry, Faculty of Medicine, University of Valencia, Network Center of Biomedical Research on Mental Health (CIBERSAM), Valencia, Spain
| | - Celso Arango
- Hospital General Universitario Gregorio Marañón, IiSGM, Universidad Complutense, CIBERSAM, Madrid, Spain
| | - Bruno Etain
- Fondation FondaMental, Créteil, France
- INSERM U 955, Psychiatrie Génétique, Créteil, France
- AP-HP, Hôpital H. Mondor - A. Chenevier, Pôle de Psychiatrie, Créteil France
| | - Frank Bellivier
- Fondation FondaMental, Créteil, France
- INSERM U 955, Psychiatrie Génétique, Créteil, France
- AP-HP, Hôpital H. Mondor - A. Chenevier, Pôle de Psychiatrie, Créteil France
- Université Paris Est, Faculté de Médecine, Créteil, France
| | - Alexandre Méary
- Fondation FondaMental, Créteil, France
- INSERM U 955, Psychiatrie Génétique, Créteil, France
- AP-HP, Hôpital H. Mondor - A. Chenevier, Pôle de Psychiatrie, Créteil France
| | - Franck Schürhoff
- Fondation FondaMental, Créteil, France
- INSERM U 955, Psychiatrie Génétique, Créteil, France
- AP-HP, Hôpital H. Mondor - A. Chenevier, Pôle de Psychiatrie, Créteil France
- Université Paris Est, Faculté de Médecine, Créteil, France
| | - Andrei Szoke
- Fondation FondaMental, Créteil, France
- INSERM U 955, Psychiatrie Génétique, Créteil, France
- AP-HP, Hôpital H. Mondor - A. Chenevier, Pôle de Psychiatrie, Créteil France
| | - Michele Ribolsi
- Department of Neuroscience, Section of Psychiatry, University of Rome-Tor Vergata, Rome, Italy
| | - Valentina Magni
- Department of Neuroscience, Section of Psychiatry, University of Rome-Tor Vergata, Rome, Italy
| | - Alberto Siracusano
- Department of Neuroscience, Section of Psychiatry, University of Rome-Tor Vergata, Rome, Italy
| | - Swetlana Sperling
- Division of Clinical Neuroscience, Max Planck Institute of Experimental Medicine, Göttingen, Germany
| | - Moritz Rossner
- DFG Research Center for Molecular Physiology of the Brain (CMPB), Göttingen, Germany
- Department of Neurogenetics, Max Planck Institute of Experimental Medicine, Göttingen, Germany
| | | | - Lambertus A Kiemeney
- Department of Epidemiology and Biostatistics and Department of Urology, Radboud University Nijmegen Medical Centre, Nijmegen, the Netherlands
| | - Barbara Franke
- Departments of Human Genetics and Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen Medical Centre, Nijmegen, the Netherlands
| | - Leonard H van den Berg
- Rudolf Magnus Institute of Neuroscience and Department of Neurology, University Medical Center, Utrecht, the Netherlands
| | - Jan Veldink
- Rudolf Magnus Institute of Neuroscience and Department of Neurology, University Medical Center, Utrecht, the Netherlands
| | - Sarah Curran
- Social, Genetic and Developmental Psychiatry Research Centre, Institute of Psychiatry, King’s College, London, UK
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, King’s College, London UK
| | - Patrick Bolton
- Social, Genetic and Developmental Psychiatry Research Centre, Institute of Psychiatry, King’s College, London, UK
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, King’s College, London UK
| | - Martin Poot
- Department of Medical Genetics, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Wouter Staal
- Department of Cognitive Neuroscience, Radboud University Nijmegen, Nijmegen, the Netherlands
| | - Karola Rehnstrom
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, UK
| | - Helena Kilpinen
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, UK
| | - Christine M Freitag
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Frankfurt am Main, Frankfurt am Main, Germany
| | - Jobst Meyer
- Department of Neurobehavioural Genetics, University of Trier, Trier, Germany
| | - Pall Magnusson
- Department of Child and Adolescent Psychiatry, National University Hospital, Reykjavik, Iceland
| | | | - Igor Martsenkovsky
- Department of Child, Adolescent Psychiatry and Medical-Social Rehabilitation, Ukrainian Research Institute of Social, Forensic Psychiatry and Drug Abuse, Kyiv, Ukraine
| | - Iana Bikshaieva
- Department of Child, Adolescent Psychiatry and Medical-Social Rehabilitation, Ukrainian Research Institute of Social, Forensic Psychiatry and Drug Abuse, Kyiv, Ukraine
| | - Inna Martsenkovska
- Department of Child, Adolescent Psychiatry and Medical-Social Rehabilitation, Ukrainian Research Institute of Social, Forensic Psychiatry and Drug Abuse, Kyiv, Ukraine
| | - Olesya Vashchenko
- Department of Child, Adolescent Psychiatry and Medical-Social Rehabilitation, Ukrainian Research Institute of Social, Forensic Psychiatry and Drug Abuse, Kyiv, Ukraine
| | - Marija Raleva
- Department of Child and Adolescent Psychiatry, University of Skopje, Skopje, Macedonia
| | - Kamka Paketchieva
- Department of Child and Adolescent Psychiatry, University of Skopje, Skopje, Macedonia
| | - Branislav Stefanovski
- Department of Child and Adolescent Psychiatry, University of Skopje, Skopje, Macedonia
| | - Naser Durmishi
- Department of Child and Adolescent Psychiatry, University of Skopje, Skopje, Macedonia
| | | | - Dusica Lecic Tosevski
- Institute of Mental Health, Belgrade, Serbia
- Medical Faculty, University of Belgrade, Belgrade, Serbia
| | - Teimuraz Silagadze
- Department of Psychiatry and Drug Addiction, Tbilisi State Medical University (TSMU), Tbilisi, Georgia
| | - Nino Naneishvili
- Department of Psychiatry and Drug Addiction, Tbilisi State Medical University (TSMU), Tbilisi, Georgia
| | - Nina Mikeladze
- Department of Psychiatry and Drug Addiction, Tbilisi State Medical University (TSMU), Tbilisi, Georgia
| | - Simon Surguladze
- Social & Affective Neuroscience Lab, Ilia State University, Tbilisi, Georgia
| | - John B Vincent
- Molecular Neuropsychiatry and Development Laboratory, Centre for Addiction and Mental Health (CAMH), Toronto, Canada
| | - Anne Farmer
- Social, Genetic and Developmental Psychiatry Research Centre, Institute of Psychiatry, King’s College, London, UK
| | - Philip B Mitchell
- Black Dog Institute, Prince of Wales Hospital, Randwick, Australia
- School of Psychiatry, University of New South Wales, Sydney, Australia
| | - Adam Wright
- Black Dog Institute, Prince of Wales Hospital, Randwick, Australia
- School of Psychiatry, University of New South Wales, Sydney, Australia
| | - Peter R Schofield
- Neuroscience Research Australia, Barker Street, Randwick, Sydney, Australia
- School of Medical Sciences, University of New South Wales, Sydney, Australia
| | - Janice M Fullerton
- Neuroscience Research Australia, Barker Street, Randwick, Sydney, Australia
- School of Medical Sciences, University of New South Wales, Sydney, Australia
| | | | | | - I Alex Rubino
- Department of Neuroscience, Section of Psychiatry, University of Rome-Tor Vergata, Rome, Italy
| | - Ruud van Winkel
- University Psychiatric Center, Catholic University Leuven, Kortenberg, Belgium
- Department of Psychiatry and Psychology, School of Mental Health and Neuroscience, European Graduate School of Neuroscience (EURON), South Limburg Mental Health Research and Teaching Network (SEARCH), Maastricht University Medical Center, Maastricht, the Netherlands
| | - Gunter Kenis
- Department of Psychiatry and Psychology, School of Mental Health and Neuroscience, European Graduate School of Neuroscience (EURON), South Limburg Mental Health Research and Teaching Network (SEARCH), Maastricht University Medical Center, Maastricht, the Netherlands
| | - Marc De Hert
- University Psychiatric Center, Catholic University Leuven, Kortenberg, Belgium
| | - János M Réthelyi
- Semmelweis University, Department of Psychiatry and Psychotherapy, Budapest, Hungary
| | - István Bitter
- Semmelweis University, Department of Psychiatry and Psychotherapy, Budapest, Hungary
| | - Lars Terenius
- Department of Clinical Neuroscience, HUBIN project, Karolinska Institutet and Hospital, Stockholm, Sweden
| | - Erik G Jönsson
- Department of Clinical Neuroscience, HUBIN project, Karolinska Institutet and Hospital, Stockholm, Sweden
| | - Steven Bakker
- Rudolf Magnus Institute of Neuroscience, Department of Psychiatry, University Medical Center, Utrecht, the Netherlands
| | - Jim van Os
- Department of Psychiatry, Maastricht University Medical Centre, the Netherlands
| | - Assen Jablensky
- Centre for Clinical Research in Neuropsychiatry (CCRN), Graylands Hospital, the University of Western Australia, Perth, Australia
| | - Marion Leboyer
- Fondation FondaMental, Créteil, France
- INSERM U 955, Psychiatrie Génétique, Créteil, France
- AP-HP, Hôpital H. Mondor - A. Chenevier, Pôle de Psychiatrie, Créteil France
- Université Paris Est, Faculté de Médecine, Créteil, France
| | - Elvira Bramon
- Mental Health Sciences Unit and Institute of Cognitive Neuroscience, University College London, London, UK
| | - John Powell
- Department of Neuroscience, NIHR Biomedical Research Centre for Mental Health at the South London and Maudsley NHS Foundation Trust and King’s College, London, UK
| | - Robin Murray
- Department of Psychosis Studies, NIHR Biomedical Research Centre for Mental Health at the South London and Maudsley NHS Foundation Trust and King’s College, London, UK
| | - Aiden Corvin
- Neuropsychiatric Genetics Research Group, School of Medicine, Trinity College, Dublin, Ireland
| | - Michael Gill
- Neuropsychiatric Genetics Research Group, School of Medicine, Trinity College, Dublin, Ireland
| | - Derek Morris
- Neuropsychiatric Genetics Research Group, School of Medicine, Trinity College, Dublin, Ireland
| | | | - Ken Kendler
- Department of Human Genetics, Virginia Commonwealth University, Richmond, VA, USA
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - Brien Riley
- Department of Human Genetics, Virginia Commonwealth University, Richmond, VA, USA
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | | | - Nick Craddock
- MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK
| | - Michael J Owen
- MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK
| | - Michael C O’Donovan
- MRC Centre for Neuropsychiatric Genetics and Genomics, Institute of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Cardiff, UK
| | - Unnur Thorsteinsdottir
- deCODE genetics, Reykjavik, Iceland
- School of Medicine, University of Iceland, Reykjavik, Iceland
| | | | - Hannelore Ehrenreich
- DFG Research Center for Molecular Physiology of the Brain (CMPB), Göttingen, Germany
- Division of Clinical Neuroscience, Max Planck Institute of Experimental Medicine, Göttingen, Germany
| | - Angel Carracedo
- Genomic Medicine Group - Galician Foundation of Genomic Medicine-Biomedical Network Research Centre on Rare Diseases (CIBERER), University of Santiago de Compostela, Spain
| | - Vera Golimbet
- Mental Health Research Center, Russian Academy of Medical Sciences, Moscow, Russia
| | - Ole A Andreassen
- KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine, Division of Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
| | - Anders D Børglum
- Department of Biomedicine, Human Genetics, and Centre for Integrative Sequencing, iSEQ, Aarhus University, Aarhus, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH
- Centre for Psychiatric Research, Aarhus University Hospital, Risskov, Denmark
| | - Ole Mors
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH
- Centre for Psychiatric Research, Aarhus University Hospital, Risskov, Denmark
| | - Preben B Mortensen
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH
- National Centre for Register-based Research, Aarhus University, Aarhus, Denmark
| | - Thomas Werge
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH
- Institute of Biological Psychiatry, Mental Health Centre Sct Hans & Copenhagen University, Roskilde, Denmark
| | - Roel A Ophoff
- Center for Neurobehavioral Genetics, UCLA, Los Angeles, California, USA
- Rudolf Magnus Institute of Neuroscience, Department of Psychiatry, University Medical Center, Utrecht, the Netherlands
| | - Markus M Nöthen
- German Center for Neurodegenerative Disorders (DZNE), Bonn Germany
- Institute of Human Genetics, University of Bonn, Bonn, Germany
| | - Marcella Rietschel
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, University of Heidelberg, Mannheim, Germany
| | - Sven Cichon
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
- Institute of Human Genetics, University of Bonn, Bonn, Germany
- Institute of Neurosciences and Medicine (INM-1), Juelich, Germany
| | | | - Sarah Tosato
- Section of Psychiatry, University of Verona, Verona, Italy
| | - Aarno Palotie
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, UK
- Program in Medical and Population Genetics and Genetic Analysis Platform, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medical Genetics, University of Helsinki and University Central Hospital, Helsinki, Finland
| | - David St Clair
- Department of Mental Health, University of Aberdeen, Royal Cornhill Hospital, Aberdeen, UK
| | - Dan Rujescu
- Division of Molecular and Clinical Neurobiology, Department of Psychiatry, Ludwig-Maximilians University, Munich, Germany
- Department of Psychiatry, University of Halle-Wittenberg, Halle, Germany
| | - David A Collier
- Social, Genetic and Developmental Psychiatry Research Centre, Institute of Psychiatry, King’s College, London, UK
- Eli Lilly and Co. Ltd, Erl Wood Manor, Windlesham, Surrey, UK
| | | | - Kari Stefansson
- deCODE genetics, Reykjavik, Iceland
- School of Medicine, University of Iceland, Reykjavik, Iceland
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