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1. Whole-genome sequencing of patients with rare diseases in a national health system

Author

Turro, Ernest, Astle, William J., Megy, Karyn, Gräf, Stefan, Greene, Daniel, Shamardina, Olga, Allen, Hana Lango, Sanchis-Juan, Alba, Frontini, Mattia, Thys, Chantal, Stephens, Jonathan, Mapeta, Rutendo, Burren, Oliver S., Downes, Kate, Haimel, Matthias, Tuna, Salih, Deevi, Sri V.V., Aitman, Timothy J., Bennett, David L., Calleja, Paul, Carss, Keren, Caulfield, Mark J., Chinnery, Patrick F., Dixon, Peter H., Gale, Daniel P., James, Roger, Koziell, Ania, Laffan, Michael A., Levine, Adam P., Maher, Eamonn R., Markus, Hugh S., Morales, Joannella, Morrell, Nicholas W., Mumford, Andrew D., Ormondroyd, Elizabeth, Rankin, Stuart, Rendon, Augusto, Richardson, Sylvia, Roberts, Irene, Roy, Noemi B.A., Saleem, Moin A., Smith, Kenneth G.C., Stark, Hannah, Tan, Rhea Y.Y., Themistocleous, Andreas C., Thrasher, Adrian J., Watkins, Hugh, Webster, Andrew R., Wilkins, Martin R., Williamson, Catherine, Whitworth, James, Humphray, Sean, Bentley, David R., Abbs, Stephen, Abulhoul, Lara, Adlard, Julian, Ahmed, Munaza, Alachkar, Hana, Allsup, David J., Almeida-King, Jeff, Ancliff, Philip, Antrobus, Richard, Armstrong, Ruth, Arno, Gavin, Ashford, Sofie, Attwood, Anthony, Aurora, Paul, Babbs, Christian, Bacchelli, Chiara, Bakchoul, Tamam, Banka, Siddharth, Bariana, Tadbir, Barwell, Julian, Batista, Joana, Baxendale, Helen E., Beales, Phil L., Bierzynska, Agnieszka, Biss, Tina, Bitner-Glindzicz, Maria A.K., Black, Graeme C., Bleda, Marta, Blesneac, Iulia, Bockenhauer, Detlef, Bogaard, Harm, Bourne, Christian J., Boyce, Sara, Bradley, John R., Bragin, Eugene, Breen, Gerome, Brennan, Paul, Brewer, Carole, Brown, Matthew, Browning, Andrew C., Browning, Michael J., Buchan, Rachel J., Buckland, Matthew S., Bueser, Teofila, Diz, Carmen Bugarin, Burn, John, Burns, Siobhan O., Burrows, Nigel, Campbell, Carolyn, Carr-White, Gerald, Casey, Ruth, Chambers, Jenny, Chambers, John, Chan, Melanie M.Y., Cheah, Calvin, Cheng, Floria, Chitre, Manali, Christian, Martin T., Church, Colin, Clayton-Smith, Jill, Cleary, Maureen, Brod, Naomi Clements, Coghlan, Gerry, Colby, Elizabeth, Cole, Trevor R.P., Collins, Janine, Collins, Peter W., Colombo, Camilla, Compton, Cecilia J., Condliffe, Robin, Cook, Stuart, Cook, H. Terence, Cooper, Nichola, Corris, Paul A A., Furnell, Abigail, Cunningham, Fiona, Curry, Nicola S., Cutler, Antony J., Daniels, Matthew J., Dattani, Mehul, Daugherty, Louise C., Davis, John, De Soyza, Anthony, Dent, Timothy, Deshpande, Charu, Dewhurst, Eleanor F., Douzgou, Sofia, Drazyk, Anna M., Drewe, Elizabeth, Duarte, Daniel, Dutt, Tina, Edgar, J. David M., Edwards, Karen, Egner, William, Ekani, Melanie N., Elliott, Perry, Erber, Wendy N., Erwood, Marie, Estiu, Maria C., Evans, Dafydd Gareth, Evans, Gillian, Everington, Tamara, Eyries, Mélanie, Fassihi, Hiva, Favier, Remi, Findhammer, Jack, Fletcher, Debra, Flinter, Frances A., Floto, R. Andres, Fowler, Tom, Fox, James, Frary, Amy J., French, Courtney E., Freson, Kathleen, Gall, Henning, Ganesan, Vijeya, Gattens, Michael, Geoghegan, Claire, Gerighty, Terence S.A., Gharavi, Ali G., Ghio, Stefano, Ghofrani, Hossein Ardeschir, Gibbs, J. Simon R., Gibson, Kate, Gilmour, Kimberly C., Girerd, Barbara, Gleadall, Nicholas S., Goddard, Sarah, Goldstein, David B., Gomez, Keith, Gordins, Pavels, Gosal, David, Graham, Jodie, Grassi, Luigi, Greenhalgh, Lynn, Greinacher, Andreas, Gresele, Paolo, Griffiths, Philip, Grigoriadou, Sofia, Grocock, Russell J., Grozeva, Detelina, Gurnell, Mark, Hackett, Scott, Hadinnapola, Charaka, Hague, William M., Hague, Rosie, Hall, Matthew, Hanson, Helen L., Haque, Eshika, Harkness, Kirsty, Harper, Andrew R., Harris, Claire L L., Hart, Daniel, Hassan, Ahamad, Hayman, Grant, Henderson, Alex, Herwadkar, Archana, Hoffman, Jonathan, Holden, Simon, Horvath, Rita, Houlden, Henry, Houweling, Arjan C C., Howard, Luke S., Hu, Fengyuan, Hudson, Gavin, Hughes, Joseph, Huissoon, Aarnoud P., Humbert, Marc, Hunter, Sarah, Hurles, Matthew, Irving, Melita, Izatt, Louise, Johnson, Sally A., Jolles, Stephen, Jolley, Jennifer, Josifova, Dragana, Jurkute, Neringa, Karten, Tim, Karten, Johannes, Kasanicki, Mary A., Kazkaz, Hanadi, Kazmi, Rashid, Kelleher, Peter, Kelly, Anne M., Kelsall, Wilf, Kempster, Carly, Kiely, David G., Kingston, Nathalie, Klima, Robert, Koelling, Nils, Kostadima, Myrto, Kovacs, Gabor, Kreuzhuber, Roman, Kuijpers, Taco W., Kumar, Ajith, Kumararatne, Dinakantha, Kurian, Manju A., Lalloo, Fiona, Lambert, Michele, Lawrie, Allan, Layton, D. Mark, Lench, Nick, Lentaigne, Claire, Lester, Tracy, Linger, Rachel, Longhurst, Hilary, Lorenzo, Lorena E., Louka, Eleni, Lyons, Paul A., Machado, Rajiv D., MacKenzie Ross, Robert V., Madan, Bella, Maimaris, Jesmeen, Malka, Samantha, Mangles, Sarah, Marchbank, Kevin J., Marks, Stephen, Marschall, Hanns Ulrich, Marshall, Andrew, Martin, Jennifer, Mathias, Mary, Matthews, Emma, Maxwell, Heather, McAlinden, Paul, McCarthy, Mark I., McKinney, Harriet, McMahon, Aoife, Meacham, Stuart, Mead, Adam J., Castello, Ignacio Medina, Mehta, Sarju G G., Michaelides, Michel, Millar, Carolyn, Mohammed, Shehla N., Moledina, Shahin, Montani, David, Moore, Anthony T., Mozere, Monika, Muir, Keith W., Nemeth, Andrea H., Newman, William G., Newnham, Michael, Noorani, Sadia, Nurden, Paquita, O’Sullivan, Jennifer, Obaji, Samya, Odhams, Chris, Okoli, Steven, Olschewski, Andrea, Olschewski, Horst, Ong, Kai Ren, Oram, S. Helen, Ouwehand, Willem H., Palles, Claire, Papadia, Sofia, Park, Soo Mi, Parry, David, Patel, Smita, Paterson, Joan, Peacock, Andrew, Pearce, Simon H H., Peden, John, Peerlinck, Kathelijne, Penkett, Christopher J., Pepke-Zaba, Joanna, Petersen, Romina, Pilkington, Clarissa, Poole, Kenneth E.S., Prathalingam, Radhika, Psaila, Bethan, Pyle, Angela, Quinton, Richard, Rahman, Shamima, Rao, Anupama, Raymond, F. Lucy, Rayner-Matthews, Paula J., Rees, Christine, Renton, Tara, Rhodes, Christopher J., Rice, Andrew S.C., Richter, Alex, Robert, Leema, Rogers, Anthony, Rose, Sarah J., Ross-Russell, Robert, Roughley, Catherine, Roy, Noemi B. A, Ruddy, Deborah M., Sadeghi-Alavijeh, Omid, Samani, Nilesh, Samarghitean, Crina, Sargur, Ravishankar B., Sarkany, Robert N., Satchell, Simon, Savic, Sinisa, Sayer, John A., Sayer, Genevieve, Scelsi, Laura, Schaefer, Andrew M., Schulman, Sol, Scott, Richard, Scully, Marie, Searle, Claire, Seeger, Werner, Sen, Arjune, Sewell, W. A.Carrock, Seyres, Denis, Shah, Neil, Shapiro, Susan E., Shaw, Adam C., Short, Patrick J., Sibson, Keith, Side, Lucy, Simeoni, Ilenia, Simpson, Michael A A., Sims, Matthew C., Sivapalaratnam, Suthesh, Smedley, Damian, Smith, Katherine R., Snape, Katie, Soranzo, Nicole, Soubrier, Florent, Southgate, Laura, Spasic-Boskovic, Olivera, Staines, Simon, Staples, Emily, Steward, Charles, Stirrups, Kathleen E., Stuckey, Alex, Suntharalingam, Jay, Swietlik, Emilia M., Syrris, Petros, Tait, R. Campbell, Talks, Kate, Tate, Katie, Taylor, John M., Taylor, Jenny C., Thaventhiran, James E., Thomas, Ellen, Thomas, David, Thomas, Moira J., Thomas, Patrick, Thomson, Kate, Threadgold, Glen, Tilly, Tobias, Tischkowitz, Marc, Titterton, Catherine, Todd, John A., Toh, Cheng Hock, Tolhuis, Bas, Tomlinson, Ian P., Toshner, Mark, Traylor, Matthew, Treacy, Carmen, Treadaway, Paul, Trembath, Richard, Turek, Wojciech, Twiss, Philip, Vale, Tom, Geet, Chris Van, Zuydam, Natalie van, Vandekuilen, Maarten, Vandersteen, Anthony M., Vazquez-Lopez, Marta, von Ziegenweidt, Julie, Vonk Noordegraaf, Anton, Wagner, Annette, Waisfisz, Quinten, Walker, Suellen M., Walker, Neil, Walter, Klaudia, Ware, James S., Watt, Christopher, Wedderburn, Lucy, Wei, Wei, Welch, Steven B., Wessels, Julie, Westbury, Sarah K., Westwood, John Paul, Wharton, John, Whitehorn, Deborah, Wilkie, Andrew O. M, Wilson, Brian T., Wong, Edwin K.S., Wood, Nicholas, Wood, Yvette, Woods, Christopher Geoffrey, Woodward, Emma R R., Wort, Stephen J., Worth, Austen, Wright, Michael, Yates, Katherine, Yong, Patrick F.K., Young, Timothy, Yu, Ping, Yu-Wai-Man, Patrick, Zlamalova, Eliska, University of Cambridge [UK] (CAM), John Wyeth & Brother Limited, Medical Research Council (MRC), Wellcome Trust, Pulmonary medicine, ACS - Pulmonary hypertension & thrombosis, Human genetics, ACS - Atherosclerosis & ischemic syndromes, Landsteiner Laboratory, Paediatric Infectious Diseases / Rheumatology / Immunology, ARD - Amsterdam Reproduction and Development, and Project, NIHR BioResource for the 100,000 Genomes

Subjects
0301 basic medicine, Erythrocytes, Internationality, Databases, Factual, National Health Programs, [SDV]Life Sciences [q-bio], Disease, VARIANTS, Genome, State Medicine, NIHR BioResource for the 100,000 Genomes Project, 0302 clinical medicine, Medicine, GATA1 Transcription Factor, Genetics, Multidisciplinary, Translational bioinformatics, ASSOCIATION, 3. Good health, Multidisciplinary Sciences, Phenotype, 030220 oncology & carcinogenesis, disease genetics, Medical genetics, Science & Technology - Other Topics, Receptors, Thrombopoietin, medicine.medical_specialty, General Science & Technology, Quantitative Trait Loci, Genomics, Computational biology, Biology, DIAGNOSIS, computational biology and bioinformatics, Actin-Related Protein 2-3 Complex, Article, LRBA, LINKS, 03 medical and health sciences, Rare Diseases, Humans, Alleles, Adaptor Proteins, Signal Transducing, Whole genome sequencing, National health, Science & Technology, Whole Genome Sequencing, MUTATIONS, business.industry, THROMBOCYTOPENIA, United Kingdom, MACROTHROMBOCYTOPENIA, genetics research, 030104 developmental biology, business, Rare disease
Abstract

Most patients with rare diseases do not receive a molecular diagnosis and the aetiological variants and causative genes for more than half such disorders remain to be discovered1. Here we used whole-genome sequencing (WGS) in a national health system to streamline diagnosis and to discover unknown aetiological variants in the coding and non-coding regions of the genome. We generated WGS data for 13,037 participants, of whom 9,802 had a rare disease, and provided a genetic diagnosis to 1,138 of the 7,065 extensively phenotyped participants. We identified 95 Mendelian associations between genes and rare diseases, of which 11 have been discovered since 2015 and at least 79 are confirmed to be aetiological. By generating WGS data of UK Biobank participants2, we found that rare alleles can explain the presence of some individuals in the tails of a quantitative trait for red blood cells. Finally, we identified four novel non-coding variants that cause disease through the disruption of transcription of ARPC1B, GATA1, LRBA and MPL. Our study demonstrates a synergy by using WGS for diagnosis and aetiological discovery in routine healthcare.

Published
2021

2. Whole-genome sequencing of a sporadic primary immunodeficiency cohort

Author

Thaventhiran, James E.D., Lango Allen, Hana, Burren, Oliver S., Rae, William, Greene, Daniel, Staples, Emily, Zhang, Zinan, Farmery, James H.R., Simeoni, Ilenia, Rivers, Elizabeth, Maimaris, Jesmeen, Penkett, Christopher J., Stephens, Jonathan, Deevi, Sri V.V., Sanchis-Juan, Alba, Gleadall, Nicholas S., Thomas, Moira J., Sargur, Ravishankar B., Gordins, Pavels, Baxendale, Helen E., Brown, Matthew, Tuijnenburg, Paul, Worth, Austen, Hanson, Steven, Linger, Rachel J., Buckland, Matthew S., Rayner-Matthews, Paula J., Gilmour, Kimberly C., Samarghitean, Crina, Seneviratne, Suranjith L., Sansom, David M., Lynch, Andy G., Megy, Karyn, Ellinghaus, Eva, Ellinghaus, David, Jorgensen, Silje F., Karlsen, Tom H., Stirrups, Kathleen E., Cutler, Antony J., Kumararatne, Dinakantha S., Chandra, Anita, Edgar, J. David M., Herwadkar, Archana, Cooper, Nichola, Grigoriadou, Sofia, Huissoon, Aarnoud P., Goddard, Sarah, Jolles, Stephen, Schuetz, Catharina, Boschann, Felix, Abbs, Stephen, Adhya, Zoe, Adlard, Julian, Afzal, Maryam, Ahmed, Irshad, Ahmed, Munaza, Ahmed, Saeed, Aitman, Timothy J., Alachkar, Hana, Alamelu, Jayanthi, Alikhan, Raza, Allen, Carl E., Allen, Louise, Allsup, David J., Alvi, Arif, Ambegaonkar, Gautam, Anantharachagan, Ariharan, Ancliff, Philip, Anderson, Julie, Antrobus, Richard, Armstrong, Ruth, Arno, Gavin, Arumugakani, Gururaj, Arya, Rita, Ashford, Sofie, Astle, William J., Attwood, Anthony, Austin, Steve, Aydinok, Yesim, Ayub, Waqar, Babbs, Christian, Bacchelli, Chiara, Baglin, Trevor, Bakchoul, Tamam, Bariana, Tadbir K., Barratt, Jonathan, Barwell, Julian, Baski, John, Bates, Rachel W., Batista, Joana, Baynam, Gareth, Bennett, David L., Bethune, Claire, Bhatnagar, Neha, Bibi, Shahnaz, Bierzynska, Agnieszka, Biss, Tina, Bitner-Glindzicz, Maria A.K., Bleda, Marta, Blesneac, Iulia, Boardman, Barbara, Boddana, Preetham, Bogaard, Harm J., Booth, Claire, Boyce, Sara, Bradley, John R., Brady, Angela, Breen, Gerome, Brennan, Paul, Brewer, Carole, Briley, Annette, Brown, Richard, Browning, Michael J., Brownlie, Mary, Bryson, Christine J., Buchan, Rachel J., Buck, Jackie, Bueser, Teofila, Diz, Carmen Bugarin, Burns, Siobhan O., Calleja, Paul, Carmichael, Jenny, Carr-White, Gerald, Carss, Keren J., Casey, Ruth, Chalmers, Elizabeth, Chambers, Jenny, Chambers, John, Chan, Melanie M.Y., Chan, Melissa V., Cheng, Floria, Chinn, Ivan K., Chinnery, Patrick F., Chitre, Manali, Chong, Sam, Christian, Martin T., Church, Colin, Clement, Emma M., Brod, Naomi Clements, Clifford, Hayley, Clowes, Virginia E., Coghlan, Gerry, Colby, Elizabeth, Cole, Trevor R.P., Collins, Janine H., Collins, Peter W., Condliffe, Robin, Cook, H. Terence, Cook, Stuart, Cookson, Victoria, Corris, Paul A., Creaser-Myers, Amanda, Crisp-Hihn, Abigail, Curry, Nicola S., Da Costa, Rosa, Danesino, Cesare, Daniels, Matthew J., Darby, Damaris, Daugherty, Louise C., Davies, E. G., Davies, Sophie, Davis, John, de Bree, Godelieve J., Deacock, Sarah, Deegan, Patrick B., Dempster, John, Dent, Timothy, Deshpande, Charu, Devlin, Lisa A., Dewhurst, Eleanor F., Dixit, Anand K., Dixon, Peter H., Doffinger, Rainer, Dolling, Helen, Dormand, Natalie, Downes, Kate, Drazyk, Anna M., Drewe, Elizabeth, Duarte, Daniel, Dutt, Tina, Edwards, Karen E., Egner, William, Ekani, Melanie N., El-Shanawany, Tariq, Elkhalifa, Shuayb, Elston, Tony, Emmerson, Ingrid, Erber, Wendy N., Erwood, Marie, Estiu, Maria C., Evans, Dafydd Gareth, Evans, Gillian, Everington, Tamara, Eyries, Mélanie, Favier, Remi, Firth, Helen V., Fitzpatrick, Maggie M., Fletcher, Debra, Flinter, Frances A., Fox, James C., Frary, Amy J., French, Courtney E., Freson, Kathleen, Frontini, Mattia, Furie, Bruce, Gale, Daniel P., Gall, Henning J., Gardham, Alice, Gaspar, H. Bobby, Gattens, Michael, Ghali, Neeti, Ghataorhe, Pavandeep K., Ghio, Stefano, Ghofrani, Hossein Ardeschir, Ghurye, Rohit, Gibbs, J. Simon R., Gilbert, Rodney D., Girerd, Barbara, Girling, Joanna C., Gissen, Paul, Gorman, Kathleen M., Gosal, David, Graf, Stefan, Grassi, Luigi, Greenhalgh, Alan J., Greenhalgh, Lynn, Greinacher, Andreas, Gresele, Paolo, Griffiths, Philip G., Griffiths, Sian, Grozeva, Detelina, Hackett, Scott J., Hadden, Robert D.M., Hadinnapola, Charaka, Hague, Rosie, Hague, William M., Haimel, Matthias, Hall, Matthew, Halmagyi, Csaba, Hammerton, Tracey, Hanson, Helen L., Harkness, Kirsty, Harper, Andrew R., Harper, Lorraine, Harris, Claire, Harrison, Claire, Hart, Daniel, Hassan, Ahamad, Hayman, Grant, Heemskerk, Johan W.M., Hegde, Shivaram, Henderson, Alex, Henderson, Robert H., Hensiek, Anke, Henskens, Yvonne M.C., Hodgson, Joshua, Hoffman, Jonathan, Holden, Simon, Holder, Muriel, Horvath, Rita, Houlden, Henry, Houweling, Arjan C., Howard, Luke S., Hu, Fengyuan, Hudson, Gavin, Hughes, Sean, Hughes, Stephen, Huis in ‘t Veld, Anna E., Humbert, Marc, Hurles, Matthew E., Hurst, Jane A., Irvine, Val, Izatt, Louise, James, Roger, Jeevaratnam, Praveen, Johnson, Mark, Johnson, Sally A., Jolley, Jennifer D., Jones, Bryony, Jones, Julie, Josifova, Dragana, Jurkute, Neringa, Karim, Yousuf M., Karoshi, Mahantesh A., Kasanicki, Mary A., Kazkaz, Hanadi, Kazmi, Rashid, Keeling, David, Kelleher, Peter, Kelly, Anne M., Kempster, Carly, Kennedy, Fiona, Kiani, Sorena, Kiely, David G., Kingston, Nathalie, Kinsey, Sally, Klein, Nigel, Klima, Robert, Knox, Ellen, Kostadima, Myrto A., Kovacs, Gabor, Koziell, Ania B., Kreuzhuber, Roman, Krishnakumar, Deepa, Kuijpers, Taco W., Kumar, Ajith, Kurian, Manju A., Laffan, James, Laffan, Michael A., Lalloo, Fiona, Lambert, Michele P., Lawman, Sarah H.A., Lawrie, Allan, Layton, D. Mark, Lear, Sara E., Lees, Melissa M., Lentaigne, Claire, Levine, Adam P., Lewington, Andrew J.P., Li, Wei, Liesner, Ri, Liu, Bin, Longhurst, Hilary, Lorenzo, Lorena E., Louka, Eleni, Hadeler, Silvia Lucato, Lyons, Paul A., Macdougall, Malcolm, Machado, Rajiv D., MacKenzie Ross, Robert V., Mackillop, Lucy H., MacLaren, Robert, Madan, Bella, Magee, Laura, Mahdi-Rogers, Mohamed, Maher, Eamonn R., Makris, Mike, Mangles, Sarah, Manson, Ania, Manzur, Adnan, Mapeta, Rutendo, Marchbank, Kevin J., Mark, Patrick B., Marks, Stephen, Markus, Hugh S., Marschall, Hanns Ulrich, Marshall, Andrew, Martin, Jennifer M., Masati, Larahmie, Mathias, Mary, Matser, Vera, Matthews, Emma L., Maw, Anna, Maxwell, Heather, McAlinden, Paul, McCarthy, Mark I., McDermott, Elizabeth M., McGowan, Simon J., McJannet, Coleen, McKinney, Harriet, Meacham, Stuart, Mead, Adam J., Castello, Ignacio Medina, Meehan, Sharon, Mehta, Sarju, Mercer, Catherine L., Michaelides, Michel, Michell, Anna C., Milford, David, Millar, Carolyn M., Millar, Hazel, Mistry, Anoop, Moenen, Floor, Moledina, Shahin, Montani, David, Moore, Anthony T., Moore, Jason, Morrell, Nicholas W., Morrisson, Valerie, Mozere, Monika, Muir, Keith W., Mumford, Andrew D., Murng, Sai H.K., Nasir, Iman, Nejentsev, Sergey, Newnham, Michael, Ng, Joanne, Ngoh, Adeline, Noorani, Sadia, Noori, Muna, Nurden, Paquita, O’Sullivan, Jennifer M., Obaji, Samya, Okoli, Steven, Oksenhendler, Eric, Olschewski, Andrea, Olschewski, Horst, Ong, Albert C.M., Ong, Kai Ren, Oram, Helen, Ormondroyd, Elizabeth, Othman, Shokri, Ouwehand, Willem H., Pantazis, Antonis, Papadia, Sofia, Papandreou, Apostolos, Park, Soo Mi, Parker, Alasdair P.J., Parry, David, Parsons, Georgina, Pasi, K. John, Paterson, Joan, Payne, Jeanette H., Peacock, Andrew J., Peerlinck, Kathelijne, Pepke-Zaba, Joanna, Perry, David, Petersen, Romina, Piechowski-Jozwiak, Bartlomiej, Pinto, Fernando, Polwarth, Gary J., Ponsford, Mark J., Prasad, Sanjay, Prokopenko, Inga, Psaila, Beth, Pyle, Angela, Qasim, Waseem, Quinn, Ellen, Quinti, Isabella, Raina, Sanjay, Ranganathan, Lavanya, Rankin, Julia, Rankin, Stuart, Rao, Anupama, Raymond, F. Lucy, Rehnstrom, Karola, Reid, Evan, Reilly, Mary M., Renton, Tara, Revel-Vilk, Shoshana, Rhodes, Christopher J., Rice, Andrew S.C., Richards, Emma E., Richards, Mike, Richardson, Sylvia, Richter, Alex, Robert, Leema, Roberts, Irene, Rondina, Matthew T., Rosser, Elisabeth, Rothwell, Peter, Roughley, Catherine, Roy, Noemi B., Rue-Albrecht, Kevin, Sadeghi-Alavijeh, Omid, Saleem, Moin A., Salmon, Richard M., Samani, Nilesh J., Sambrook, Jennifer G., Sandford, Richard, Santra, Saikat, Satchell, Simon C., Savic, Sinisa, Scelsi, Laura, Schotte, Gwen, Schulman, Sol, Schulze, Harald, Scott, Richard, Scully, Marie, Searle, Claire, Seeger, Werner, Sewell, W. A.Carrock, Seyres, Denis, Shackley, Fiona, Shamardina, Olga, Shapiro, Susan E., Sharma, Pankaj, Shehata, Hassan A., Shipley, Deborah, Shtoyerman, Rakefet, Sibson, Keith, Side, Lucy, Simpson, Michael, Sims, Matthew C., Sinha, Manish D., Sivapalaratnam, Suthesh, Skytte, Anne Bine, Smith, Kenneth G.C., Snape, Katie, Sneddon, Linda, Sohal, Aman, Soubrier, Florent, Southgate, Laura, Southwood, Mark, Splitt, Miranda, Staines, Simon, Stark, Hannah, Stauss, Hans, Steele, Cathal L., Stein, Daniel, Stein, Penelope E., Stock, Sophie, Stubbs, Matthew J., Suntharalingam, Jay, Swietlik, Emilia M., Symington, Emily, Tait, R. Campbell, Talks, Kate, Tan, Rhea Y.Y., Taylor, Gordon B., Thachil, Jecko, Themistocleous, Andreas C., Thomas, David C., Thomas, Ellen, Thomas, Patrick, Thompson, Dorothy A., Thomson, Kate, Thrasher, Adrian J., Thys, Chantal, Tilly, Tobias, Tischkowitz, Marc, Titterton, Catherine, Todd, John A., Toh, Cheng Hock, Tool, Anton T.J., Toshner, Mark R., Traylor, Matthew, Treacy, Carmen M., Treadaway, Paul, Trembath, Richard C., Trippier, Sarah, Tuna, Salih, Turek, Wojciech, Turro, Ernest, Upton, Paul D., Urniaz, Rafal, Vale, Tom, Van Geet, Chris, van Zuydam, Natalie, Vandersteen, Anthony M., Vazquez-Lopez, Marta, Veltman, Marijcke W.M., Vogt, Julie, von Ziegenweidt, Julie, Noordegraaf, Anton Vonk, Vora, Ajay, Vries, Minka J.A., Wakeling, Emma L., Walker, Neil, Walker, Suellen M., Walsh, Roddy, Wanjiku, Ivy, Ware, James S., Warner, Timothy Q., Wassmer, Evangeline, Watkins, Hugh, Watson, Henry G., Watt, Christopher, Waugh, Dean, Webb, Nick, Webster, Andrew R., Wei, Wei, Welch, Angela, Welch, Steven B., Werring, David, Wessels, Julie, Westbury, Sarah K., Westwood, John Paul W., Wharton, John, Whitehorn, Deborah, Whitworth, James, Wilkins, Martin R., Willcocks, Lisa, Williams, David J., Williamson, Catherine, Wong, Edwin K.S., Wood, Nicholas, Wood, Yvette, Woods, Christopher Geoffrey, Woodward, Emma R., Workman, Sarita, Wort, Stephen J., Yates, Katherine, Yeatman, Nigel, Yong, Patrick F.K., Young, Timothy, Yu, Ping, Yu-Wai-Man, Patrick, Zlamalova, Eliska, Wellcome Trust, Thaventhiran, James [0000-0001-8616-074X], Lango Allen, Hana [0000-0002-7803-8688], Burren, Oliver [0000-0002-3388-5760], Rae, William [0000-0003-0095-2514], Zhang, Zinan [0000-0003-3831-2272], Megy, Karyn [0000-0002-2826-3879], Johnson, Kathleen [0000-0002-6823-3252], Smith, Kenneth [0000-0003-3829-4326], Apollo - University of Cambridge Repository, University of St Andrews. School of Medicine, University of St Andrews. Statistics, University of St Andrews. Sir James Mackenzie Institute for Early Diagnosis, University of St Andrews. Cellular Medicine Division, Ege Üniversitesi, Experimental Immunology, Graduate School, AII - Inflammatory diseases, Infectious diseases, APH - Aging & Later Life, APH - Global Health, Paediatric Infectious Diseases / Rheumatology / Immunology, ARD - Amsterdam Reproduction and Development, Pulmonary medicine, ACS - Pulmonary hypertension & thrombosis, Human genetics, APH - Quality of Care, ACS - Atherosclerosis & ischemic syndromes, Biochemie, RS: Carim - B03 Cell biochemistry of thrombosis and haemostasis, Faculteit FHML Centraal, MUMC+: DA CDL Algemeen (9), RS: GROW - R3 - Innovative Cancer Diagnostics & Therapy, MUMC+: MA Hematologie (9), Interne Geneeskunde, and Promovendi CD

Subjects
0301 basic medicine, Male, Protein Tyrosine Phosphatase, Non-Receptor Type 2/genetics, Genome-wide association study, VARIANTS, Regulatory Sequences, Nucleic Acid, medicine.disease_cause, Genome, Cohort Studies, 0302 clinical medicine, RARE, QR180 Immunology, Primary Immunodeficiency Consortium for the NIHR Bioresource, Genetics, Protein Tyrosine Phosphatase, Non-Receptor Type 2, Multidisciplinary, Suppressor of Cytokine Signaling 1 Protein/genetics, GENETIC-VARIATION, RNA-Binding Proteins, Primary Immunodeficiency Diseases/diagnosis, ASSOCIATION, Penetrance, Multidisciplinary Sciences, DEFICIENCY, QR180, Science & Technology - Other Topics, Female, General Science & Technology, Primary Immunodeficiency Diseases, Transcription Factors/genetics, Genomics, COMMON VARIABLE IMMUNODEFICIENCY, QH426 Genetics, Biology, Article, Actin-Related Protein 2-3 Complex, 03 medical and health sciences, Suppressor of Cytokine Signaling 1 Protein, SDG 3 - Good Health and Well-being, SUPPRESSOR, Actin-Related Protein 2-3 Complex/genetics, medicine, Humans, QH426, Whole genome sequencing, Science & Technology, Whole Genome Sequencing, Common variable immunodeficiency, DAS, Bayes Theorem, Immune dysregulation, Regulatory Sequences, Nucleic Acid/genetics, medicine.disease, RNA-Binding Proteins/genetics, STAT1 MUTATIONS, 030104 developmental biology, Primary immunodeficiency, IUIS PHENOTYPIC CLASSIFICATION, GAIN, 030215 immunology, Genome-Wide Association Study, Transcription Factors
Abstract

Primary immunodeficiency (PID) is characterized by recurrent and often life-threatening infections, autoimmunity and cancer, and it poses major diagnostic and therapeutic challenges. Although the most severe forms of PID are identified in early childhood, most patients present in adulthood, typically with no apparent family history and a variable clinical phenotype of widespread immune dysregulation: about 25% of patients have autoimmune disease, allergy is prevalent and up to 10% develop lymphoid malignancies1–3. Consequently, in sporadic (or non-familial) PID genetic diagnosis is difficult and the role of genetics is not well defined. Here we address these challenges by performing whole-genome sequencing in a large PID cohort of 1,318 participants. An analysis of the coding regions of the genome in 886 index cases of PID found that disease-causing mutations in known genes that are implicated in monogenic PID occurred in 10.3% of these patients, and a Bayesian approach (BeviMed4) identified multiple new candidate PID-associated genes, including IVNS1ABP. We also examined the noncoding genome, and found deletions in regulatory regions that contribute to disease causation. In addition, we used a genome-wide association study to identify loci that are associated with PID, and found evidence for the colocalization of—and interplay between—novel high-penetrance monogenic variants and common variants (at the PTPN2 and SOCS1 loci). This begins to explain the contribution of common variants to the variable penetrance and phenotypic complexity that are observed in PID. Thus, using a cohort-based whole-genome-sequencing approach in the diagnosis of PID can increase diagnostic yield and further our understanding of the key pathways that influence immune responsiveness in humans. © 2020, The Author(s), under exclusive licence to Springer Nature Limited., Wellcome Trust, WT: 104807/Z/14/Z University College London, UCL: 100140/Z/12/Z, 107212/Z/15/Z, MR/L019027, 203141/Z/16/Z, 091157/Z/10/Z Bundesministerium für Bildung und Forschung, BMBF: 01ZX1306A University of Cambridge 201250/Z/16/Z 01ZX1709 Seventh Framework Programme, FP7 NIHR Bristol Biomedical Research Centre Deutsche Forschungsgemeinschaft, DFG Deutsche Forschungsgemeinschaft, DFG: EXC 2167-390884018 Juvenile Diabetes Research Foundation United Kingdom, JDRF: 9-2011-253, 5-SRA-2015-130-A-N National Institute for Health Research, NIHR: RG65966 Medical Research Council, MRC: RG95376, MR/L006197/1 Great Ormond Street Hospital for Children, GOSH, Acknowledgements The NBR-RD PID Consortium is part of the NIHR BioResource, for which funding was provided by the NIHR (NIHR, grant number RG65966). We acknowledge the participation of all NIHR BioResource volunteers, and thank the NIHR BioResource centre and staff for their contribution. J.E.D.T. is supported by the Medical Research Council (MRC) (RG95376 and MR/L006197/1); A.J.T. is supported by the Wellcome Trust (104807/Z/14/Z) and the NIHR Biomedical Research Centre at Great Ormond Street Hospital for Children NHS Foundation Trust and University College London; K.G.C.S. is supported by the MRC (programme grant MR/L019027) and is a Wellcome Investigator; A.J.C. was supported by the Wellcome Trust (091157/Z/10/Z, 107212/Z/15/Z, 100140/Z/12/Z, 203141/Z/16/Z), JDRF (9-2011-253, 5-SRA-2015-130-A-N), NIHR Oxford Biomedical Research Centre and NIHR Cambridge Biomedical Research Centre; E.E. has received funding from the European Union Seventh Framework Programme (FP7-PEOPLE-2013-COFUND) under grant agreement number 609020-Scientia Fellows; E.R. is supported by the Wellcome Trust (201250/Z/16/Z); D.E. is supported by the German Federal Ministry of Education and Research (BMBF) within the framework of the e:Med research and funding concept (SysInflame grant 01ZX1306A; GB-XMAP grant 01ZX1709) and funded by the Deutsche Forschungsgemeinschaft (DFG; German Research Foundation) under Germany’s Excellence Strategy (EXC 2167-390884018). The NIHR Cambridge Biomedical Research Centre (BRC) is a partnership between Cambridge University Hospitals NHS Foundation Trust and the University of Cambridge, funded by the NIHR. This research was co-funded by the support listed above and the NIHR Cambridge BRC.

Published
2020

3. Comprehensive Cancer-Predisposition Gene Testing in an Adult Multiple Primary Tumor Series Shows a Broad Range of Deleterious Variants and Atypical Tumor Phenotypes

Author

Whitworth, James, Smith, Philip S., Martin, Jose-Ezequiel, West, Hannah, Luchetti, Andrea, Rodger, Faye, Clark, Graeme, Carss, Keren, Stephens, Jonathan, Stirrups, Kathleen, Penkett, Chris, Mapeta, Rutendo, Ashford, Sofie, Megy, Karyn, Shakeel, Hassan, Ahmed, Munaza, Adlard, Julian, Barwell, Julian, Brewer, Carole, Casey, Ruth T., Armstrong, Ruth, Cole, Trevor, Evans, Dafydd Gareth, Fostira, Florentia, Greenhalgh, Lynn, Hanson, Helen, Henderson, Alex, Hoffman, Jonathan, Izatt, Louise, Kumar, Ajith, Kwong, Ava, Lalloo, Fiona, Ong, Kai Ren, Paterson, Joan, Park, Soo-Mi, Chen-Shtoyerman, Rakefet, Searle, Claire, Side, Lucy, Skytte, Anne-Bine, Snape, Katie, Woodward, Emma R., Tischkowitz, Marc D., and Maher, Eamonn R.

Subjects
Adult, Male, Genetic Variation, Middle Aged, inherited cancer genetics, Article, genetic testing, Neoplasms, Multiple Primary, Phenotype, whole-genome sequencing, cancer-predisposition syndromes, Biomarkers, Tumor, Humans, Female, Genetic Predisposition to Disease, Germ-Line Mutation, Aged
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.

Published
2018

4. Platelet function is modified by common sequence variation in megakaryocyte super enhancers

Author

Petersen, Romina, Lambourne, John J., Javierre, Biola M., Grassi, Luigi, Kreuzhuber, Roman, Ruklisa, Dace, Rosa, Isabel M., Tomé, Ana R., Elding, Heather, van Geffen, Johanna P., Jiang, Tao, Farrow, Samantha, Cairns, Jonathan, Al-Subaie, Abeer M., Ashford, Sofie, Attwood, Antony, Batista, Joana, Bouman, Heleen, Burden, Frances, Choudry, Fizzah A., Clarke, Laura, Flicek, Paul, Garner, Stephen F., Haimel, Matthias, Kempster, Carly, Ladopoulos, Vasileios, Lenaerts, An-Sofie, Materek, Paulina M., McKinney, Harriet, Meacham, Stuart, Mead, Daniel, Nagy, Magdolna, Penkett, Christopher J., Rendon, Augusto, Seyres, Denis, Sun, Benjamin, Tuna, Salih, van der Weide, Marie-Elise, Wingett, Steven W., Martens, Joost H., Stegle, Oliver, Richardson, Sylvia, Vallier, Ludovic, Roberts, David J., Freson, Kathleen, Wernisch, Lorenz, Stunnenberg, Hendrik G., Danesh, John, Fraser, Peter, Soranzo, Nicole, Butterworth, Adam S., Heemskerk, Johan W., Turro, Ernest, Spivakov, Mikhail, Ouwehand, Willem H., Astle, William J., Downes, Kate, Kostadima, Myrto, Frontini, Mattia, Lambourne, John [0000-0003-2460-0759], Grassi, Luigi [0000-0002-6308-7540], Haimel, Matthias [0000-0002-0320-0214], Rendon Restrepo, Augusto [0000-0001-8994-0039], Seyres, Denis [0000-0002-2066-6980], Sun, Ben [0000-0001-6347-2281], Tuna, Salih [0000-0003-3606-4367], Richardson, Sylvia [0000-0003-1998-492X], Vallier, Ludovic [0000-0002-3848-2602], Danesh, John [0000-0003-1158-6791], Soranzo, Nicole [0000-0003-1095-3852], Butterworth, Adam [0000-0002-6915-9015], Turro Bassols, Ernest [0000-0002-1820-6563], Ouwehand, Willem [0000-0002-7744-1790], Astle, William [0000-0001-8866-6672], Downes, Kate [0000-0003-0366-1579], Frontini, Mattia [0000-0001-8074-6299], Apollo - University of Cambridge Repository, MUMC+: MA Med Staf Artsass Interne Geneeskunde (9), RS: CARIM - R1.03 - Cell biochemistry of thrombosis and haemostasis, and Biochemie

Subjects
Blood Platelets, GENE-REGULATION, BLOOD, Erythroblasts, Science, Genetic Variation, OPEN CHROMATIN, DISEASE, Article, Chromatin, DNA-BINDING PROTEINS, THROMBUS FORMATION, GENOME, HUMAN CELL-TYPES, SEQ, Enhancer Elements, Genetic, TRAIT LOCI, Humans, Promoter Regions, Genetic, Megakaryocytes
Abstract

Linking non-coding genetic variants associated with the risk of diseases or disease-relevant traits to target genes is a crucial step to realize GWAS potential in the introduction of precision medicine. Here we set out to determine the mechanisms underpinning variant association with platelet quantitative traits using cell type-matched epigenomic data and promoter long-range interactions. We identify potential regulatory functions for 423 of 565 (75%) non-coding variants associated with platelet traits and we demonstrate, through ex vivo and proof of principle genome editing validation, that variants in super enhancers play an important role in controlling archetypical platelet functions., Numerous genetic variants, including those located in the non-coding regions of the genome, are known to be associated with blood cells traits. Here, Frontini and colleagues investigate their potential regulatory functions using epigenomic data and promoter long-range interactions.

Published
2017

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

Author

Farmery, James H. R., Smith, Mike L., Huissoon, Aarnoud, Furnell, Abigail, Mead, Adam, Levine, Adam P., Manzur, Adnan, Thrasher, Adrian, Greenhalgh, Alan, Parker, Alasdair, Sanchis-Juan, Alba, Richter, Alex, Gardham, Alice, Lawrie, Allan, Sohal, Aman, Creaser-Myers, Amanda, Frary, Amy, Greinacher, Andreas, Themistocleous, Andreas, Peacock, Andrew J., Marshall, Andrew, Mumford, Andrew, Rice, Andrew, Webster, Andrew, Brady, Angie, Koziell, Ania, Manson, Ania, Chandra, Anita, Hensiek, Anke, Veld, Anna Huis In'T., Maw, Anna, Kelly, Anne M., Moore, Anthony, Vonk Noordegraaf, Anton, Attwood, Antony, Herwadkar, Archana, Ghofrani, Ardi, Houweling, Arjan C., Girerd, Barbara, Furie, Bruce, Treacy, Carmen M., Millar, Carolyn M., Sewell, Carrock, Roughley, Catherine, Titterton, Catherine, Williamson, Catherine, Hadinnapola, Charaka, Deshpande, Charu, Toh, Cheng-Hock, Bacchelli, Chiara, Patch, Chris, Geet, Chris Van, Babbs, Christian, Bryson, Christine, Penkett, Christopher J., Rhodes, Christopher J., Watt, Christopher, Bethune, Claire, Booth, Claire, Lentaigne, Claire, McJannet, Coleen, Church, Colin, French, Courtney, Samarghitean, Crina, Halmagyi, Csaba, Gale, Daniel, Greene, Daniel, Hart, Daniel, Allsup, David, Bennett, David, Edgar, David, Kiely, David G., Gosal, David, Perry, David J., Keeling, David, Montani, David, Shipley, Debbie, Whitehorn, Deborah, Fletcher, Debra, Krishnakumar, Deepa, Grozeva, Detelina, Kumararatne, Dinakantha, Thompson, Dorothy, Josifova, Dragana, Maher, Eamonn, Wong, Edwin K. S., Murphy, Elaine, Dewhurst, Eleanor, Louka, Eleni, Rosser, Elisabeth, Chalmers, Elizabeth, Colby, Elizabeth, Drewe, Elizabeth, McDermott, Elizabeth, Thomas, Ellen, Staples, Emily, Clement, Emma, Matthews, Emma, Wakeling, Emma, Oksenhendler, Eric, Turro, Ernest, Reid, Evan, Wassmer, Evangeline, Raymond, F. Lucy, Hu, Fengyuan, Kennedy, Fiona, Soubrier, Florent, Flinter, Frances, Kovacs, Gabor, Polwarth, Gary, Ambegaonkar, Gautum, Arno, Gavin, Hudson, Gavin, Woods, Geoff, Coghlan, Gerry, Hayman, Grant, Arumugakani, Gururaj, Schotte, Gwen, Cook, H. Terry, Alachkar, Hana, Lango Allen, Hana, Lango-Allen, Hana, Stark, Hannah, Stauss, Hans, Schulze, Harald, Boggard, Harm J., Baxendale, Helen, Dolling, Helen, Firth, Helen, Gall, Henning, Watson, Henry, Longhurst, Hilary, Markus, Hugh S., Watkins, Hugh, Simeoni, Ilenia, Emmerson, Ingrid, Roberts, Irene, Quinti, Isabella, Wanjiku, Ivy, Gibbs, J. Simon R., Thaventhiran, James, Whitworth, James, Hurst, Jane, Collins, Janine, Suntharalingam, Jay, Payne, Jeanette, Thachil, Jecko, Martin, Jennifer M., Carmichael, Jenny, Maimaris, Jesmeen, Paterson, Joan, Pepke-Zaba, Joanna, Heemskerk, Johan W. M., Gebhart, Johanna, Davis, John, Pasi, John, Bradley, John R., Wharton, John, Stephens, Jonathan, Rankin, Julia, Anderson, Julie, Vogt, Julie, von Ziegenweldt, Julie, Rehnstrom, Karola, Megy, Karyn, Talks, Kate, Peerlinck, Kathelijne, Yates, Katherine, Freson, Kathleen, Stirrups, Kathleen, Gomez, Keith, Smith, Kenneth G. C., Rue-Albrecht, Kevin, Gilmour, Kimberley, Masati, Larahmie, Scelsi, Laura, Southgate, Laura, Ranganathan, Lavanya, Ginsberg, Lionel, Devlin, Lisa, Willcocks, Lisa, Ormondroyd, Liz, Lorenzo, Lorena, Harper, Lorraine, Allen, Louise, Daugherty, Louise, Chitre, Manali, Kurian, Manju, Humbert, Marc, Tischkowitz, Marc, Bitner-Glindzicz, Maria, Erwood, Marie, Scully, Marie, Veltman, Marijke, Caulfield, Mark, Layton, Mark, McCarthy, Mark, Ponsford, Mark, Toshner, Mark, Bleda, Marta, Wilkins, Martin, Mathias, Mary, Reilly, Mary, Afzal, Maryam, Brown, Matthew, Rondina, Matthew, Stubbs, Matthew, Haimel, Matthias, Lees, Melissa, Laffan, Michael A., Browning, Michael, Gattens, Michael, Richards, Michael, Michaelides, Michel, Lambert, Michele P., Makris, Mike, de Vries, Minka, Mahdi-Rogers, Mohamed, Saleem, Moin, Thomas, Moira, Holder, Muriel, Eyries, M. lanie, Clements-Brod, Naomi, Canham, Natalie, Dormand, Natalie, Zuydam, Natalie Van, Kingston, Nathalie, Ghali, Neeti, Cooper, Nichola, Morrell, Nicholas W., Yeatman, Nigel, Roy, Noémi, Shamardina, Olga, Alavijeh, Omid S., Gresele, Paolo, Nurden, Paquita, Chinnery, Patrick, Deegan, Patrick, Yong, Patrick, Man, Patrick Yu Wai, Corris, Paul A., Calleja, Paul, Gissen, Paul, Bolton-Maggs, Paula, Rayner-Matthews, Paula, Ghataorhe, Pavandeep K., Gordins, Pavel, Stein, Penelope, Collins, Peter, Dixon, Peter, Kelleher, Peter, Ancliff, Phil, Yu, Ping, Tait, R. Campbell, Linger, Rachel, Doffinger, Rainer, Machado, Rajiv, Kazmi, Rashid, Sargur, Ravishankar, Favier, Remi, Tan, Rhea, Liesner, Ri, Antrobus, Richard, Sandford, Richard, Scott, Richard, Trembath, Richard, Horvath, Rita, Hadden, Rob, Mackenzieross, Rob V., Henderson, Robert, MacLaren, Robert, James, Roger, Ghurye, Rohit, Dacosta, Rosa, Hague, Rosie, Mapeta, Rutendo, Armstrong, Ruth, Noorani, Sadia, Murng, Sai, Santra, Saikat, Tuna, Salih, Johnson, Sally, Chong, Sam, Lear, Sara, Walker, Sara, Goddard, Sarah, Mangles, Sarah, Westbury, Sarah, Mehta, Sarju, Hackett, Scott, Nejentsev, Sergey, Moledina, Shahin, Bibi, Shahnaz, Meehan, Sharon, Othman, Shokri, Revel-Vilk, Shoshana, Holden, Simon, McGowan, Simon, Staines, Simon, Savic, Sinisa, Burns, Siobhan, Grigoriadou, Sofia, Papadia, Sofia, Ashford, Sofie, Schulman, Sol, Ali, Sonia, Park, Soo-Mi, Davies, Sophie, Stock, Sophie, Ali, Souad, Deevi, Sri V. V., Gräf, Stefan, Ghio, Stefano, Wort, Stephen J., Jolles, Stephen, Austin, Steve, Welch, Steve, Meacham, Stuart, Rankin, Stuart, Walker, Suellen, Seneviratne, Suranjith, Holder, Susan, Sivapalaratnam, Suthesh, Richardson, Sylvia, Kuijpers, Taco, Kuijpers, Taco W., Bariana, Tadbir K., Bakchoul, Tamam, Everington, Tamara, Renton, Tara, Young, Tim, Aitman, Timothy, Warner, Timothy Q., Vale, Tom, Hammerton, Tracey, Pollock, Val, Matser, Vera, Cookson, Victoria, Clowes, Virginia, Qasim, Waseem, Wei, Wei, Erber, Wendy N., Ouwehand, Willem H., Astle, William, Egner, William, Turek, Wojciech, Henskens, Yvonne, Tan, Yvonne, Lynch, Andy G., Other departments, ARD - Amsterdam Reproduction and Development, Paediatric Infectious Diseases / Rheumatology / Immunology, Peerlinck, Kathelijne, Freson, Kathleen, University of St Andrews. Statistics, University of St Andrews. School of Medicine, University of St Andrews. Population and Behavioural Science Division, University of St Andrews. Cellular Medicine Division, Rue-Albrecht, K, VU University medical center, ACS - Pulmonary hypertension & thrombosis, Pulmonary medicine, APH - Quality of Care, Amsterdam Reproduction & Development (AR&D), Human genetics, ACS - Atherosclerosis & ischemic syndromes, Molecular cell biology and Immunology, Pediatric surgery, APH - Aging & Later Life, Lynch, Andy G [0000-0002-7876-7338], and Apollo - University of Cambridge Repository

Subjects
Telomerase, Carcinoma, Hepatocellular, Genotype, Science, QH301 Biology, Induced Pluripotent Stem Cells, Primary Cell Culture, Sequencing data, Gene Expression, Computational biology, Biology, Article, RC0254, 03 medical and health sciences, QH301, 0302 clinical medicine, SDG 3 - Good Health and Well-being, Humans, 030304 developmental biology, Whole genome sequencing, 0303 health sciences, Ploidies, Multidisciplinary, Whole Genome Sequencing, Telomere biology, RC0254 Neoplasms. Tumors. Oncology (including Cancer), Liver Neoplasms, Telomere Homeostasis, Mesenchymal Stem Cells, DAS, Telomere, Publisher Correction, T Technology, Cancer data, 030220 oncology & carcinogenesis, Medicine, Ploidy, Algorithms
Abstract

Funding: Cancer Research UK Programme Grant to Simon Tavaré (C14303/A17197) (JHRF, AGL, MLS); European Commission through the Horizon 2020 project SOUND (Grant Agreement no. 633974) (AGL). Telomere length is a risk factor in disease and the dynamics of telomere length are crucial to our understanding of cell replication and vitality. The proliferation of whole genome sequencing represents an unprecedented opportunity to glean new insights into telomere biology on a previously unimaginable scale. To this end, a number of approaches for estimating telomere length from whole-genome sequencing data have been proposed. Here we present Telomerecat, a novel approach to the estimation of telomere length. Previous methods have been dependent on the number of telomeres present in a cell being known, which may be problematic when analysing aneuploid cancer data and non-human samples. Telomerecat is designed to be agnostic to the number of telomeres present, making it suited for the purpose of estimating telomere length in cancer studies. Telomerecat also accounts for interstitial telomeric reads and presents a novel approach to dealing with sequencing errors. We show that Telomerecat performs well at telomere length estimation when compared to leading experimental and computational methods. Furthermore, we show that it detects expected patterns in longitudinal data, repeated measurements, and cross-species comparisons. We also apply the method to a cancer cell data, uncovering an interesting relationship with the underlying telomerase genotype. Publisher PDF

Published
2018

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