Comparative performances of machine learning methods for classifying Crohn Disease patients using genome-wide genotyping data

Autor: Romagnoni, A., Jegou, S., Van Steen, K., Wainrib, G., Hugot, J. -P., Peyrin-Biroulet, L., Chamaillard, M., Colombel, J. -F., Cottone, M., D'Amato, M., D'Inca, R., Halfvarson, J., Henderson, P., Karban, A., Kennedy, N. A., Khan, M. A., Lemann, M., Levine, A., Massey, D., Milla, M., S. M. E., Ng, Oikonomou, I., Peeters, H., Proctor, D. D., Rahier, J. -F., Rutgeerts, P., Seibold, F., Stronati, L., Taylor, K. M., Torkvist, L., Ublick, K., Van Limbergen, J., Van Gossum, A., Vatn, M. H., Zhang, H., Zhang, W., Andrews, J. M., Bampton, P. A., Barclay, M., Florin, T. H., Gearry, R., Krishnaprasad, K., Lawrance, I. C., Mahy, G., Montgomery, G. W., Radford-Smith, G., Roberts, R. L., Simms, L. A., Hanigan, K., Croft, A., Amininijad, L., Cleynen, I., Dewit, O., Franchimont, D., Georges, M., Laukens, D., Theatre, E., Vermeire, S., Aumais, G., Baidoo, L., Barrie, A. M., Beck, K., Bernard, E. -J., Binion, D. G., Bitton, A., Brant, S. R., Cho, J. H., Cohen, A., Croitoru, K., Daly, M. J., Datta, L. W., Deslandres, C., Duerr, R. H., Dutridge, D., Ferguson, J., Fultz, J., Goyette, P., Greenberg, G. R., Haritunians, T., Jobin, G., Katz, S., Lahaie, R. G., Mcgovern, D. P., Nelson, L., S. M., Ng, Ning, K., Pare, P., Regueiro, M. D., Rioux, J. D., Ruggiero, E., Schumm, L. P., Schwartz, M., Scott, R., Sharma, Y., Silverberg, M. S., Spears, D., Steinhart, A. H., Stempak, J. M., Swoger, J. M., Tsagarelis, C., Zhang, C., Zhao, H., Aerts, J., Ahmad, T., Arbury, H., Attwood, A., Auton, A., Ball, S. G., Balmforth, A. J., Barnes, C., Barrett, J. C., Barroso, I., Barton, A., Bennett, A. J., Bhaskar, S., Blaszczyk, K., Bowes, J., Brand, O. J., Braund, P. S., Bredin, F., Breen, G., Brown, M. J., Bruce, I. N., Bull, J., Burren, O. S., Burton, J., Byrnes, J., Caesar, S., Cardin, N., Clee, C. M., Coffey, A. J., MC Connell, J., Conrad, D. F., Cooper, J. D., Dominiczak, A. F., Downes, K., Drummond, H. E., Dudakia, D., Dunham, A., Ebbs, B., Eccles, D., Edkins, S., Edwards, C., Elliot, A., Emery, P., Evans, D. M., Evans, G., Eyre, S., Farmer, A., Ferrier, I. N., Flynn, E., Forbes, A., Forty, L., Franklyn, J. A., Frayling, T. M., Freathy, R. M., Giannoulatou, E., Gibbs, P., Gilbert, P., Gordon-Smith, K., Gray, E., Green, E., Groves, C. J., Grozeva, D., Gwilliam, R., Hall, A., Hammond, N., Hardy, M., Harrison, P., Hassanali, N., Hebaishi, H., Hines, S., Hinks, A., Hitman, G. A., Hocking, L., Holmes, C., Howard, E., Howard, P., Howson, J. M. M., Hughes, D., Hunt, S., Isaacs, J. D., Jain, M., Jewell, D. P., Johnson, T., Jolley, J. D., Jones, I. R., Jones, L. A., Kirov, G., Langford, C. F., Lango-Allen, H., Lathrop, G. M., Lee, J., Lee, K. L., Lees, C., Lewis, K., Lindgren, C. M., Maisuria-Armer, M., Maller, J., Mansfield, J., Marchini, J. L., Martin, P., Massey, D. C., Mcardle, W. L., Mcguffin, P., Mclay, K. E., Mcvean, G., Mentzer, A., Mimmack, M. L., Morgan, A. E., Morris, A. P., Mowat, C., Munroe, P. B., Myers, S., Newman, W., Nimmo, E. R., O'Donovan, M. C., Onipinla, A., Ovington, N. R., Owen, M. J., Palin, K., Palotie, A., Parnell, K., Pearson, R., Pernet, D., Perry, J. R., Phillips, A., Plagnol, V., Prescott, N. J., Prokopenko, I., Quail, M. A., Rafelt, S., Rayner, N. W., Reid, D. M., Renwick, A., Ring, S. M., Robertson, N., Robson, S., Russell, E., Clair, D. S., Sambrook, J. G., Sanderson, J. D., Sawcer, S. J., Schuilenburg, H., Scott, C. E., Seal, S., Shaw-Hawkins, S., Shields, B. M., Simmonds, M. J., Smyth, D. J., Somaskantharajah, E., Spanova, K., Steer, S., Stephens, J., Stevens, H. E., Stirrups, K., Stone, M. A., Strachan, D. P., Su, Z., Symmons, D. P. M., Thompson, J. R., Thomson, W., Tobin, M. D., Travers, M. E., Turnbull, C., Vukcevic, D., Wain, L. V., Walker, M., Walker, N. M., Wallace, C., Warren-Perry, M., Watkins, N. A., Webster, J., Weedon, M. N., Wilson, A. G., Woodburn, M., Wordsworth, B. P., Yau, C., Young, A. H., Zeggini, E., Brown, M. A., Burton, P. R., Caulfield, M. J., Compston, A., Farrall, M., Gough, S. C. L., Hall, A. S., Hattersley, A. T., Hill, A. V. S., Mathew, C. G., Pembrey, M., Satsangi, J., Stratton, M. R., Worthington, J., Hurles, M. E., Duncanson, A., Ouwehand, W. H., Parkes, M., Rahman, N., Todd, J. A., Samani, N. J., Kwiatkowski, D. P., Mccarthy, M. I., Craddock, N., Deloukas, P., Donnelly, P., Blackwell, J. M., Bramon, E., Casas, J. P., Corvin, A., Jankowski, J., Markus, H. S., Palmer, C. N., Plomin, R., Rautanen, A., Trembath, R. C., Viswanathan, A. C., Wood, N. W., Spencer, C. C. A., Band, G., Bellenguez, C., Freeman, C., Hellenthal, G., Pirinen, M., Strange, A., Blackburn, H., Bumpstead, S. J., Dronov, S., Gillman, M., Jayakumar, A., Mccann, O. T., Liddle, J., Potter, S. C., Ravindrarajah, R., Ricketts, M., Waller, M., Weston, P., Widaa, S., Whittaker, P.

Publikováno v: Scientific Reports
Scientific Reports, Vol 9, Iss 1, Pp 1-18 (2019)
Scientific reports, Vol. 9, no. 1, p. 10351 (2019)

Crohn Disease (CD) is a complex genetic disorder for which more than 140 genes have been identified using genome wide association studies (GWAS). However, the genetic architecture of the trait remains largely unknown. The recent development of machin

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::651378f5d727493eae9ee842acc2e821
http://europepmc.org/articles/PMC6637191

Megalobastic anemia, infantile leukemia, and immunodeficiency caused by a novel homozygous mutation in the DHFR gene.

Autor: Kuijpers TW; Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam University Medical Center (UMC), location Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands.; Department of Blood Cell Research, Sanquin, University of Amsterdam, Amsterdam, The Netherlands., de Vries ACH; Department of Pediatric Oncology, Erasmus MC Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands., van Leeuwen EM; Department of Experimental Immunology (EXIM), Amsterdam UMC, location Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands.; Laboratory of Immunology, AUMC, location Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands., Ermens ATAM; Department of Clinical Chemistry, Amphia Hospital, Breda, The Netherlands., de Pont S; Department of Pediatrics, Amphia Hospital, Breda, The Netherlands., Smith DEC; Metabolic Unit, Department of Clinical Chemistry, Amsterdam University Medical Center, location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands., Wamelink MMC; Metabolic Unit, Department of Clinical Chemistry, Amsterdam University Medical Center, location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands., Mensenkamp AR; Department of Human Genetics, Radboud UMC, Nijmegen, The Netherlands., Nelen MR; Department of Human Genetics, Radboud UMC, Nijmegen, The Netherlands., Lango Allen H; MRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, United Kingdom.; Cambridge Genomics Laboratory, Cambridge University Hospitals NHS Foundation Trust, Cambridge Biomedical Campus, Cambridge, United Kingdom., Pals ST; Department of Pathology, Amsterdam UMC, location Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands., Beverloo BHB; Department of Pediatrics, Center for Lysosomal and Metabolic Diseases, Erasmus MC Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands., Huidekoper HH; Department of Pediatrics, Center for Lysosomal and Metabolic Diseases, Erasmus MC Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands., Wagner A; Department of Clinical Genetics, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands.

Publikováno v: Blood advances [Blood Adv] 2022 Nov 22; Vol. 6 (22), pp. 5829-5834.

Detection and characterization of male sex chromosome abnormalities in the UK Biobank study.

Autor: Zhao Y; MRC Epidemiology Unit, Institute of Metabolic Science, School of Clinical Medicine, Cambridge University, Cambridge, United Kingdom., Gardner EJ; MRC Epidemiology Unit, Institute of Metabolic Science, School of Clinical Medicine, Cambridge University, Cambridge, United Kingdom., Tuke MA; Genetics of Complex Traits, University of Exeter Medical School, University of Exeter, Royal Devon & Exeter Hospital, Exeter, United Kingdom., Zhang H; Genetics of Complex Traits, University of Exeter Medical School, University of Exeter, Royal Devon & Exeter Hospital, Exeter, United Kingdom., Pietzner M; MRC Epidemiology Unit, Institute of Metabolic Science, School of Clinical Medicine, Cambridge University, Cambridge, United Kingdom; Computational Medicine, Berlin Institute of Health (BIH) at Charité, Universitätsmedizin Berlin, Berlin, Germany., Koprulu M; MRC Epidemiology Unit, Institute of Metabolic Science, School of Clinical Medicine, Cambridge University, Cambridge, United Kingdom., Jia RY; MRC Epidemiology Unit, Institute of Metabolic Science, School of Clinical Medicine, Cambridge University, Cambridge, United Kingdom., Ruth KS; Genetics of Complex Traits, University of Exeter Medical School, University of Exeter, Royal Devon & Exeter Hospital, Exeter, United Kingdom., Wood AR; Genetics of Complex Traits, University of Exeter Medical School, University of Exeter, Royal Devon & Exeter Hospital, Exeter, United Kingdom., Beaumont RN; Genetics of Complex Traits, University of Exeter Medical School, University of Exeter, Royal Devon & Exeter Hospital, Exeter, United Kingdom., Tyrrell J; Genetics of Complex Traits, University of Exeter Medical School, University of Exeter, Royal Devon & Exeter Hospital, Exeter, United Kingdom., Jones SE; Genetics of Complex Traits, University of Exeter Medical School, University of Exeter, Royal Devon & Exeter Hospital, Exeter, United Kingdom; Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Helsinki, Finland., Lango Allen H; MRC Epidemiology Unit, Institute of Metabolic Science, School of Clinical Medicine, Cambridge University, Cambridge, United Kingdom., Day FR; MRC Epidemiology Unit, Institute of Metabolic Science, School of Clinical Medicine, Cambridge University, Cambridge, United Kingdom., Langenberg C; MRC Epidemiology Unit, Institute of Metabolic Science, School of Clinical Medicine, Cambridge University, Cambridge, United Kingdom; Computational Medicine, Berlin Institute of Health (BIH) at Charité, Universitätsmedizin Berlin, Berlin, Germany., Frayling TM; Genetics of Complex Traits, University of Exeter Medical School, University of Exeter, Royal Devon & Exeter Hospital, Exeter, United Kingdom., Weedon MN; Genetics of Complex Traits, University of Exeter Medical School, University of Exeter, Royal Devon & Exeter Hospital, Exeter, United Kingdom., Perry JRB; MRC Epidemiology Unit, Institute of Metabolic Science, School of Clinical Medicine, Cambridge University, Cambridge, United Kingdom., Ong KK; MRC Epidemiology Unit, Institute of Metabolic Science, School of Clinical Medicine, Cambridge University, Cambridge, United Kingdom. Electronic address: Ken.Ong@mrc-epid.cam.ac.uk., Murray A; Genetics of Complex Traits, University of Exeter Medical School, University of Exeter, Royal Devon & Exeter Hospital, Exeter, United Kingdom. Electronic address: A.Murray@exeter.ac.uk.

Publikováno v: Genetics in medicine : official journal of the American College of Medical Genetics [Genet Med] 2022 Sep; Vol. 24 (9), pp. 1909-1919. Date of Electronic Publication: 2022 Jun 09.

Loss-of-function nuclear factor κB subunit 1 (NFKB1) variants are the most common monogenic cause of common variable immunodeficiency in Europeans

Autor: Tuijnenburg, P., Lango Allen, H., Burns, S.O., Greene, D., Jansen, M.H., Staples, E., Stephens, J., Carss, K.J., Biasci, D., Baxendale, H., Thomas, M., Chandra, A., Kiani-Alikhan, S., Longhurst, H.J., Seneviratne, S.L., Oksenhendler, E., Simeoni, I., de Bree, G.J., Tool, A.T.J., van Leeuwen, E.M.M., Ebberink, E.H.T.M., Meijer, A.B., Tuna, S., Whitehorn, D., Brown, M., Turro, E., Thrasher, A.J., Smith, K.G.C., Thaventhiran, J.E., Kuijpers, T.W., Adhya, Z., Alachkar, H., Anantharachagan, A., Antrobus, R., Arumugakani, G., Bacchelli, C., Bethune, C., Bibi, S., Boardman, B., Booth, C., Browning, M., Brownlie, M., Burns, S., Clifford, H., Cooper, N., Davies, S., Dempster, J., Devlin, L., Doffinger, R., Drewe, E., Edgar, D., Egner, W., El-Shanawany, T., Gaspar, B., Ghurye, R., Gilmour, K., Goddard, S., Gordins, P., Grigoriadou, S., Hackett, S., Hague, R., Harper, L., Hayman, G., Herwadkar, A., Hughes, S., Huissoon, A., Jolles, S., Jones, J., Kelleher, P., Klein, N., Kuijpers, T., Kumararatne, D., Laffan, J., Allen, H.L., Lear, S., Longhurst, H., Lorenzo, L., Maimaris, J., Manson, A., McDermott, E., Millar, H., Mistry, A., Morrisson, V., Murng, S., Nasir, I., Nejentsev, S.

Background: The genetic cause of primary immunodeficiency disease (PID) carries prognostic information. Objective: We conducted a whole-genome sequencing study assessing a large proportion of the NIHR BioResource–Rare Diseases cohort. Methods: In t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=core_ac_uk__::e5136ff0d169ccaaba0690640b9a494d
https://eprints.whiterose.ac.uk/132993/1/1-s2.0-S0091674918302860-main.pdf

Publisher Correction: Telomerecat: A ploidy-agnostic method for estimating telomere length from whole genome sequencing data

Autor: Farmery, JHR, Smith, ML, Lynch, AG, Huissoon, A, Furnell, A, Mead, A, Levine, AP, Manzur, A, Thrasher, A, Greenhalgh, A, Parker, A, Sanchis-Juan, A, Richter, A, Gardham, A, Lawrie, A, Sohal, A, Creaser-Myers, A, Frary, A, Greinacher, A, Themistocleous, A, Peacock, AJ, Marshall, A, Mumford, A, Rice, A, Webster, A, Brady, A, Koziell, A, Manson, A, Chandra, A, Hensiek, A, In't Veld, AH, Maw, A, Kelly, AM, Moore, A, Noordegraaf, AV, Attwood, A, Herwadkar, A, Ghofrani, A, Houweling, AC, Girerd, B, Furie, B, Treacy, CM, Millar, CM, Sewell, C, Roughley, C, Titterton, C, Williamson, C, Hadinnapola, C, Deshpande, C, Toh, C-H, Bacchelli, C, Patch, C, Van Geet, C, Babbs, C, Bryson, C, Penkett, CJ, Rhodes, CJ, Watt, C, Bethune, C, Booth, C, Lentaigne, C, McJannet, C, Church, C, French, C, Samarghitean, C, Halmagyi, C, Gale, D, Greene, D, Hart, D, Allsup, D, Bennett, D, Edgar, D, Kiely, DG, Gosal, D, Perry, DJ, Keeling, D, Montani, D, Shipley, D, Whitehorn, D, Fletcher, D, Krishnakumar, D, Grozeva, D, Kumararatne, D, Thompson, D, Josifova, D, Maher, E, Wong, EKS, Murphy, E, Dewhurst, E, Louka, E, Rosser, E, Chalmers, E, Colby, E, Drewe, E, McDermott, E, Thomas, E, Staples, E, Clement, E, Matthews, E, Wakeling, E, Oksenhendler, E, Turro, E, Reid, E, Wassmer, E, Raymond, FL, Hu, F, Kennedy, F, Soubrier, F, Flinter, F, Kovacs, G, Polwarth, G, Ambegaonkar, G, Arno, G, Hudson, G, Woods, G, Coghlan, G, Hayman, G, Arumugakani, G, Schotte, G, Cook, HT, Alachkar, H, Allen, HL, Lango-Allen, H, Stark, H, Stauss, H, Schulze, H, Boggard, HJ, Baxendale, H, Dolling, H, Firth, H, Gall, H, Watson, H, Longhurst, H, Markus, HS, Watkins, H, Simeoni, I, Emmerson, I, Roberts, I, Quinti, I, Wanjiku, I, Gibbs, JSR, Thaventhiran, J, Whitworth, J, Hurst, J, Collins, J, Suntharalingam, J, Payne, J, Thachil, J, Martin, JM, Martin, J, Carmichael, J, Maimaris, J, Paterson, J, Pepke-Zaba, J, Heemskerk, JWM, Gebhart, J, Davis, J, Pasi, J, Bradley, JR, Wharton, J, Stephens, J, Rankin, J, Anderson, J, Vogt, J, Von Ziegenweldt, J, Rehnstrom, K, Megy, K, Talks, K, Peerlinck, K, Yates, K, Freson, K, Stirrups, K, Gomez, K, Smith, KGC, Carss, K, Rue-Albrecht, K, Gilmour, K, Masati, L, Scelsi, L, Southgate, L, Ranganathan, L, Ginsberg, L, Devlin, L, Willcocks, L, Ormondroyd, L, Lorenzo, L, Harper, L, Allen, L, Daugherty, L, Chitre, M, Kurian, M, Humbert, M, Tischkowitz, M, Bitner-Glindzicz, M, Erwood, M, Scully, M, Veltman, M, Caulfield, M, Layton, M, McCarthy, M, Ponsford, M, Toshner, M, Bleda, M, Wilkins, M, Mathias, M, Reilly, M, Afzal, M, Brown, M, Rondina, M, Stubbs, M, Haimel, M, Lees, M, Laffan, MA, Browning, M, Gattens, M, Richards, M, Michaelides, M, Lambert, MP, Makris, M, De Vries, M, Mahdi-Rogers, M, Saleem, M, Thomas, M, Holder, M, Eyries, M, Clements-Brod, N, Canham, N, Dormand, N, Van Zuydam, N, Kingston, N, Ghali, N, Cooper, N, Morrell, NW, Yeatman, N, Roy, N, Shamardina, O, Alavijeh, OS, Gresele, P, Nurden, P, Chinnery, P, Deegan, P, Yong, P, Yu-Wai-Man, P, Corris, PA, Calleja, P, Gissen, P, Bolton-Maggs, P, Rayner-Matthews, P, Ghataorhe, PK, Gordins, P, Stein, P, Collins, P, Dixon, P, Kelleher, P, Ancliff, P, Yu, P, Tait, RC, Linger, R, Doffinger, R, Machado, R, Kazmi, R, Sargur, R, Favier, R, Tan, R, Liesner, R, Antrobus, R, Sandford, R, Scott, R, Trembath, R, Horvath, R, Hadden, R, MackenzieRoss, RV, Henderson, R, MacLaren, R, James, R, Ghurye, R, DaCosta, R, Hague, R, Mapeta, R, Armstrong, R, Noorani, S, Murng, S, Santra, S, Tuna, S, Johnson, S, Chong, S, Lear, S, Walker, S, Goddard, S, Mangles, S, Westbury, S, Mehta, S, Hackett, S, Nejentsev, S, Moledina, S, Bibi, S, Meehan, S, Othman, S, Revel-Vilk, S, Holden, S, McGowan, S, Staines, S, Savic, S, Burns, S, Grigoriadou, S, Papadia, S, Ashford, S, Schulman, S, Ali, S, Park, S-M, Davies, S, Stock, S, Deevi, SVV, Graf, S, Ghio, S, Wort, SJ, Jolles, S, Austin, S, Welch, S, Meacham, S, Rankin, S, Seneviratne, S, Holder, S, Sivapalaratnam, S, Richardson, S, Kuijpers, T, Kuijpers, TW, Bariana, TK, Bakchoul, T, Everington, T, Renton, T, Young, T, Aitman, T, Warner, TQ, Vale, T, Hammerton, T, Pollock, V, Matser, V, Cookson, V, Clowes, V, Qasim, W, Wei, W, Erber, WN, Ouwehand, WH, Astle, W, Egner, W, Turek, W, Henskens, Y, Tan, Y

Publikováno v: Scientific Reports, Vol 8, Iss 1, Pp 1-4 (2018)

Correction to: Scientific Reports https://doi.org/10.1038/s41598-017-14403-y, published online 22 January 2018 The original version of this Article contained a typographical error in the spelling of the consortium member Patrick Yu-Wai-Man which was

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5230f288ebf5e191ecb7d4394383e166
https://www.repository.cam.ac.uk/handle/1810/291466