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Klöppel, Stefan ; Yang, Shan ; Kellner, Elias ; Reisert, Marco ; Heimbach, Bernhard ; Urbach, Horst ; Linn, Jennifer ; Weidauer, Stefan ; Andres, Tamara ; Bröse, Maximilian ; Lahr, Jacob ; Lützen, Niklas ; Meyer, Philipp Tobias ; Peter, Jessica ; Abdulkadir, Ahmed ; Hellwig, Sabine ; Egger, Karl
The identification of pathological atrophy in MRI scans requires specialized training, which is scarce outside dedicated centers. We sought to investigate the clinical usefulness of computer-generated representations of local grey matter (GM) loss or increased volume of cerebral fluids (CSF) as normalized deviations (z-scores) from healthy aging to either aid human visual readings or directly detect pathological atrophy.
Two experienced neuroradiologists rated atrophy in 30 patients with Alzheimer's disease (AD), 30 patients with frontotemporal dementia (FTD), 30 with dementia due to Lewy-body disease (LBD) and 30 healthy controls (HC) on a three-point scale in 10 anatomical regions as reference gold standard. Seven raters, varying in their experience with MRI diagnostics rated all cases on the same scale once with and once without computer-generated volume deviation maps that were overlaid on anatomical slices. In addition, we investigated the predictive value of the computer generated deviation maps on their own for the detection of atrophy as identified by the gold standard raters.
Inter and intra-rater agreements of the two gold standard raters were substantial (Cohen's kappa κ > 0.62). The intra-rater agreement of the other raters ranged from fair (κ = 0.37) to substantial (κ = 0.72) and improved on average by 0.13 (0.57 < κ < 0.87) when volume deviation maps were displayed. The seven other raters showed good agreement with the gold standard in regions including the hippocampus but agreement was substantially lower in e.g. the parietal cortex and did not improve with the display of atrophy scores. Rating speed increased over the course of the study and irrespective of the presentation of voxel-wise deviations.
Automatically detected large deviations of local volume were consistently associated with gold standard atrophy reading as shown by an area under the receiver operator characteristic of up to 0.95 for the hippocampus region. When applying these test characteristics to prevalences typically found in a memory clinic, we observed a positive or negative predictive value close to or above 0.9 in the hippocampus for almost all of the expected cases. The volume deviation maps derived from CSF volume increase were generally better in detecting atrophy.
Our study demonstrates an agreement of visual ratings among non-experts not further increased by displaying, region-specific deviations of volume. The high predictive value of computer generated local deviations independent from human interaction and the consistent advantages of CSF-over GM-based estimations should be considered in the development of diagnostic tools and indicate clinical utility well beyond aiding visual assessments.
Lampe, Leonie ; Niehaus, Sebastian ; Huppertz, Hans-Jürgen ; Merola, Alberto ; Reinelt, Janis Dominik ; Mueller, Karsten ; Straub, Sarah ; Fassbender, Klaus ; Fliessbach, Klaus ; Jahn, Holger ; Kornhuber, Johannes ; Lauer, Martin Konrad ; Prudlo, Johannes ; Schneider, Anja ; Synofzik, Matthis ; Danek, Adrian ; Diehl-Schmid, Janine ; Otto, Markus ; Villringer, Arno ; Egger, Karl ; Hattingen, Elke ; Hilker-Roggendorf, Rüdiger ; Schnitzler, Alfons ; Südmeyer, Martin ; Oertel, Wolfgang H. ; Kassubek, Jan Rainer ; Höglinger, Günter ; Schroeter, Matthias
Importance: The entry of artificial intelligence into medicine is pending. Several methods have been used for the predictions of structured neuroimaging data, yet nobody compared them in this context.
Objective: Multi-class prediction is key for building computational aid systems for differential diagnosis. We compared support vector machine, random forest, gradient boosting, and deep feed-forward neural networks for the classification of different neurodegenerative syndromes based on structural magnetic resonance imaging.
Design, setting, and participants: Atlas-based volumetry was performed on multi-centric T1-weighted MRI data from 940 subjects, i.e., 124 healthy controls and 816 patients with ten different neurodegenerative diseases, leading to a multi-diagnostic multi-class classification task with eleven different classes.
Interventions: N.A.
Main outcomes and measures: Cohen’s kappa, accuracy, and F1-score to assess model performance.
Results: Overall, the neural network produced both the best performance measures and the most robust results. The smaller classes however were better classified by either the ensemble learning methods or the support vector machine, while performance measures for small classes were comparatively low, as expected. Diseases with regionally specific and pronounced atrophy patterns were generally better classified than diseases with widespread and rather weak atrophy.
Conclusions and relevance: Our study furthermore underlines the necessity of larger data sets but also calls for a careful consideration of different machine learning methods that can handle the type of data and the classification task best.
Niemi, Mari K. ; Karjalainen, Juha ; Liao, Rachel G. ; Neale, Benjamin M. ; Daly, Mark ; Ganna, Andrea ; Pathak, Gita A. ; Andrews, Shea J. ; Kanai, Masahiro ; Veerapen, Kumar ; Fernandez-Cadenas, Israel ; Schulte, Eva C. ; Striano, Pasquale ; Marttila, Minttu ; Minica, Camelia ; Marouli, Eirini ; Karim, Mohd Anisul ; Wendt, Frank R. ; Savage, Jeanne ; Sloofman, Laura ; Butler-Laporte, Guillaume ; Kim, Han-Na ; Kanoni, Stavroula ; Okada, Yukinori ; Byun, Jinyoung ; Han, Younghun ; Uddin, Mohammed Jashim ; Smith, George Davey ; Willer, Cristen J. ; Buxbaum, Joseph D. ; Mehtonen, Juha ; Finucane, Hilary ; Cordioli, Mattia ; Martin, Alicia R. ; Zhou, Wei ; Pasaniuc, Bogdan ; Julienne, Hanna ; Aschard, Hugues ; Shi, Huwenbo ; Yengo, Loic ; Polimanti, Renato ; Ghoussaini, Maya ; Schwartzentruber, Jeremy ; Dunham, Ian ; Chwialkowska, Karolina ; Francescatto, Margherita ; Trankiem, Amy ; Balaconis, Mary K. ; Davis, Lea ; Lee, Sulggi ; Priest, James ; Renieri, Alessandra ; Sankaran, Vijay G. ; van Heel, David ; Deelen, Patrick ; Richards, J. Brent ; Nakanishi, Tomoko ; Biesecker, Les ; Kerchberger, V. Eric ; Baillie, J. Kenneth ; Mari, Francesca ; Bernasconi, Anna ; Baillie, Stefano Ceri ; Canakoglu, Arif ; Wolford, Brooke ; Faucon, Annika ; Dutta, Atanu Kumar ; Schurmann, Claudia ; Harry, Emi ; Birney, Ewan ; Nguyen, Huy ; Nasir, Jamal ; Kaunisto, Mari ; Solomonson, Matthew ; Dueker, Nicole ; Vadgama, Nirmal ; Limou, Sophie ; Rahmouni, Souad ; Mbarek, Hamdi ; Darwish, Dima ; Uddin, Md Mesbah ; Albertos, Raquel ; Pérez-Tur, Jordi ; Li, Ruolin ; Folkersen, Lasse ; Moltke, Ida ; Koelling, Nils ; Teumer, Alexander ; Kousathanas, Athanasios ; Utrilla, Alicia ; Verdugo, Ricardo A. ; Zárate, Ruth ; Medina-Gómez, Carolina ; Gómez-Cabrero, David ; Carnero-Montoro, Elena ; Cadilla, Carmen L. ; Moreno-Estrada, Andrés ; Garmendia, Adriana ; Moya, Leire ; Sedaghati-Khayat, Bahar ; Boua, Palwendé Romuald ; Favé, Marie-Julie ; Francioli, Laurent ; Lemaçon, Audrey ; Migeotte, Isabelle ; Patel, Sanjay ; Varnai, Reka ; Szentpeteri, Jozsef L. ; Sipeky, Csilla ; Colombo, Francesca ; von Hohenstaufen, Kathrin ; Lio, Pietro ; Vallerga, Costanza ; Wang, Qingbo ; Tanigawa, Yosuke ; Im, Hogune ; Han, Chulho ; Song, Han ; Lim, Jiwoo ; Lee, Younhe ; Kim, Sugyeong ; Im, Sangyoon ; Atanasovska, Biljana ; Ahmad, Hajar Fauzan ; Boer, Cindy ; Jansen, Philip ; Franke, Lude ; Kaja, Elżbieta ; Pasko, Dorota ; Kennis-Szilagyi, Ingrid ; Kornilov, Sergey A. ; Prijatelj, Vid ; Prokić, Ivana ; Sivanadhan, Ilangkumaran ; Perumal, Sarala ; Esmaeeli, Sahar ; Pearson, Nathaniel M. ; Auton, Adam ; Shelton, Janie F. ; Shastri, Anjali J. ; Filshtein-Sonmez, Teresa ; Coker, Daniella ; Symons, Antony ; Esparza-Gordillo, Jorge ; Aslibekyan, Stella ; O’Connell, Jared ; Ye, Chelsea ; Weldon, Catherine H. ; Perera, Minoli ; O’Leary, Kevin ; Tuck, Matthew ; O’Brien, Travis ; Meltzer, David ; O’Donnell, Peter ; Nutescu, Edith ; Yang, Guang ; Alarcon, Cristina ; Herrmann, Stefanie ; Mazurek, Sophia ; Banagan, Jeff ; Hamidi, Zacharia ; Barbour, April ; Raffat, Noora ; Moreno, Diana ; Friedman, Paula ; Ferwerda, Bart ; van de Beek, Diederik ; Brouwer, Matthijs C. ; Vlaar, Alexander P. J. ; Wiersinga, W. Joost ; Posthuma, Danielle ; Tissink, Elleke ; Koos Zwinderman, A. H. ; Uffelmann, Emil ; van Agtmael, Michiel ; Algera, Anne Geke ; van Baarle, Frank ; Bax, Diane ; Beudel, Martijn ; Jan Bogaard, Harm ; Bomers, Marije ; Bonta, Peter I. ; Bos, Lieuwe ; Botta, Michela ; de Brabander, Justin ; de Bree, Godelieve ; de Bruin, Sanne ; Bugiani, Marianna ; Bulle, Esther ; Chouchane, Osoul ; Cloherty, Alex ; Dongelmans, Dave ; Elbers, Paul ; Fleuren, Lucas ; Geerlings, Suzanne ; Geerts, Bart ; Geijtenbeek, Theo ; Girbes, Armand ; Goorhuis, Bram ; Grobusch, Martin P. ; Hafkamp, Florianne ; Hagens, Laura ; Hamann, Jorg ; Harris, Vanessa ; Hemke, Robert ; Hermans, Sabine M. ; Heunks, Leo ; Hollmann, Markus ; Horn, Janneke ; Hovius, Joppe W. ; de Jong, Menno D. ; Koning, Rutger ; van Mourik, Niels ; Nellen, Jeannine ; Nossent, Esther J. ; Paulus, Frederique ; Peters, Edgar ; van der Poll, Tom ; Preckel, Bennedikt ; Prins, Jan M. ; Raasveld, Jorinde ; Reijnders, Tom ; Schinkel, Michiel ; Schultz, Marcus J. ; Schuurman, Alex ; Sigaloff, Kim ; Smit, Marry ; Stijnis, Cornelis S. ; Stilma, Willemke ; Teunissen, Charlotte ; Thoral, Patrick ; Tsonas, Anissa ; van der Valk, Marc ; Veelo, Denise ; de Vries, Heder ; van Vugt, Michèle ; Wouters, Dorien ; Minnaar, René P. ; Kromhout, Adrie ; van Uffelen, Kees W. J. ; Wolterman, Ruud A. ; Roberts, Genevieve ; Park, Danny ; Ball, Catherine A. ; Coignet, Marie ; McCurdy, Shannon ; Knight, Spencer ; Partha, Raghavendran ; Rhead, Brooke ; Zhang, Miao ; Berkowitz, Nathan ; Gaddis, Michael ; Noto, Keith ; Ruiz, Luong ; Pavlovic, Milos ; Hong, Eurie L. ; Rand, Kristin ; Girshick, Ahna ; Guturu, Harendra ; Baltzell, Asher Haug ; Rahmouni, Souad ; Guntz, Julien ; Beguin, Yves ; Pigazzini, Sara ; Nkambule, Lindokuhle ; Bouysran, Youssef ; Busson, Adeline ; Peyrassol, Xavier ; Wilkin, Françoise ; Pichon, Bruno ; Smits, Guillaume ; Vandernoot, Isabelle ; Goffard, Jean-Christophe ; Georges, Michel ; Moutschen, Michel ; Misset, Benoit ; Darcis, Gilles ; Guiot, Julien ; Jadot, Laurent ; Azarzar, Samira ; Dellot, Patricia ; Gofflot, Stéphanie ; Claassen, Sabine ; Bertrand, Axelle ; Parzibut, Gilles ; Clarinval, Mathilde ; Moermans, Catherine ; Malaise, Olivier ; El Kandoussi, Kamilia ; Thonon, Raphaël ; Huynen, Pascale ; Mesdagh, Alyssia ; Melo, Sofia ; Jacques, Nicolas ; Di Valentin, Emmanuel ; Giroule, François ; Collignon, Alice ; Radermecker, Coraline ; Lebrun, Marielle ; Perée, Hélène ; Latour, Samuel ; Barada, Olivia ; Sanchez, Judit ; Josse, Claire ; Boujemla, Bouchra ; Meunier, Margot ; Mariavelle, Emeline ; Anania, Sandy ; Gazon, Hélène ; Juszczak, Danusia ; Fadeur, Marjorie ; Camby, Séverine ; Meuris, Christelle ; Thys, Marie ; Jacques, Jessica ; Henket, Monique ; Léonard, Philippe ; Frippiat, Frederic ; Giot, Jean-Baptiste ; Sauvage, Anne-Sophie ; Von Frenckell, Christian ; Mni, Myriam ; Wéry, Marie ; Staderoli, Alicia ; Belhaj, Yasmine ; Lambermont, Bernard ; Morrison, David R. ; Mooser, Vincent ; Forgetta, Vincenzo ; Li, Rui ; Ghosh, Biswarup ; Laurent, Laetitia ; Belisle, Alexandre ; Henry, Danielle ; Abdullah, Tala ; Adeleye, Olumide ; Mamlouk, Noor ; Kimchi, Nofar ; Afrasiabi, Zaman ; Rezk, Nardin ; Vulesevic, Branka ; Bouab, Meriem ; Guzman, Charlotte ; Petitjean, Louis ; Tselios, Chris ; Xue, Xiaoqing ; Afilalo, Jonathan ; Afilalo, Marc ; Oliveira, Maureen ; Brenner, Bluma ; Brassard, Nathalie ; Durand, Madeleine ; Schurr, Erwin ; Lepage, Pierre ; Ragoussis, Jiannis ; Auld, Daniel ; Chassé, Michaël ; Kaufmann, Daniel E. ; Lathrop, G. Mark ; Adra, Darin ; Davis, Lea K. ; Cox, Nancy J. ; Below, Jennifer E. ; Sealock, Julia M. ; Faucon, Annika B. ; Shuey, Megan M. ; Polikowsky, Hannah G. ; Petty, Lauren E. ; Shaw, Douglas M. ; Chen, Hung-Hsin ; Zhu, Wanying ; Ludwig, Kerstin U. ; Schröder, Julia ; Maj, Carlo ; Rolker, Selina ; Nöthen, Markus M. ; Fazaal, Julia ; Keitel, Verena ; Jensen, Björn-Erik Ole ; Feldt, Torsten ; Kurth, Ingo ; Marx, Nikolaus ; Dreher, Michael ; Pink, Isabell ; Cornberg, Markus ; Illig, Thomas ; Lehmann, Clara ; Schommers, Philipp ; Augustin, Max ; Rybniker, Jan ; Knopp, Lisa ; Eggermann, Thomas ; Volland, Sonja ; Altmüller, Janine ; Berger, Marc M. ; Brenner, Thorsten ; Hinney, Anke ; Witzke, Oliver ; Bals, Robert ; Herr, Christian ; Ludwig, Nicole ; Walter, Jörn ; Fuchsberger, Christian ; Pattaro, Cristian ; De Grandi, Alessandro ; Pramstaller, Peter ; Emmert, David ; Melotti, Roberto ; Foco, Luisa ; Mascalzoni, Deborah ; Gögele, Martin ; Domingues, Francisco ; Hicks, Andrew ; Gignoux, Christopher R. ; Wicks, Stephen J. ; Crooks, Kristy ; Barnes, Kathleen C. ; Daya, Michelle ; Shortt, Jonathan ; Rafaels, Nicholas ; Chavan, Sameer ; Goldstein, David B. ; Kiryluk, Krzysztof ; Sengupta, Soumitra ; Chung, Wendy ; Reilly, Muredach P. ; Khan, Atlas ; Wang, Chen ; Povysil, Gundula ; Bhardwaj, Nitin ; Gharavi, Ali G. ; Ionita-Laza, Iuliana ; Shang, Ning ; O’Byrne, Sheila M. ; Nandakumar, Renu ; Menon, Amritha ; So, Yat S. ; Hod, Eldad ; Pendrick, Danielle ; Kim, Han-Na ; Park, Soo-Kyung ; Kim, Hyung-Lae ; Kang, Chang Kyung ; Lee, Hyo-Jung ; Song, Kyoung-Ho ; Jae Yoon, Kyung ; Paik, Nam-Jong ; Seok, Woojin ; Yoon, Heejun ; Joo, Eun-Jeong ; Chang, Yoosoo ; Ryu, Seungho ; Park, Wan Beom ; Su Park, Jeong ; Un Park, Kyoung ; Ham, Sin Young ; Jung, Jongtak ; Kim, Eu Suk ; Kim, Hong Bin ; Ellinghaus, David ; Degenhardt, Frauke ; Cáceres, Mario ; Juzenas, Simonas ; Lenz, Tobias L. ; Albillos, Agustín ; Julià, Antonio ; Heidecker, Bettina ; Garcia, Federico ; Kurth, Florian ; Tran, Florian ; Hanses, Frank ; Zoller, Heinz ; Holter, Jan C. ; Fernández, Javier ; Sander, Leif Erik ; Rosenstiel, Philip ; Koehler, Philipp ; de Cid, Rafael ; Asselta, Rosanna ; Schreiber, Stefan ; Hehr, Ute ; Prati, Daniele ; Baselli, Guido ; Valenti, Luca ; Bujanda, Luis ; Banales, Jesus M. ; Duga, Stefano ; D’Amato, Mauro ; Romero-Gómez, Manuel ; Buti, Maria ; Invernizzi, Pietro ; Franke, Andre ; Hov, Johannes R. ; Karlsen, Tom H. ; Folseraas, Trine ; Maya-Miles, Douglas ; Teles, Ana ; Azuure, Clinton ; Wacker, Eike Matthias ; Uellendahl-Werth, Florian ; ElAbd, Hesham ; Arora, Jatin ; Lerga-Jaso, Jon ; Wienbrandt, Lars ; Rühlemann, Malte Christoph ; Wendorff, Mareike ; Vadla, May Sissel ; Lenning, Ole Bernt ; Özer, Onur ; Myhre, Ronny ; Raychaudhuri, Soumya ; Tanck, Anja ; Gassner, Christoph ; Hemmrich-Stanisak, Georg ; Kässens, Jan ; Figuera Basso, Maria E. ; Schulzky, Martin ; Wittig, Michael ; Braun, Nicole ; Wesse, Tanja ; Albrecht, Wolfgang ; Yi, Xiaoli ; Ortiz, Aaron Blandino ; Chercoles, Adolfo Garrido ; Ruiz, Agustín ; Mantovani, Alberto ; Holten, Aleksander Rygh ; Mayer, Alena ; Cherubini, Alessandro ; Protti, Alessandro ; Aghemo, Alessio ; Gerussi, Alessio ; Ramirez, Alfredo ; Braun, Alice ; Barreira, Ana ; Lleo, Ana ; Kildal, Anders Benjamin ; Glück, Andreas ; Nolla, Anna Carreras ; Latiano, Anna ; Dyrhol-Riise, Anne Ma ; Muscatello, Antonio ; Voza, Antonio ; Rando-Segura, Ariadna ; Solier, Aurora ; Karina, Banasik ; Cortes, Beatriz ; Mateos, Beatriz ; Nafria-Jimenez, Beatriz ; Schaefer, Benedikt ; Bellinghausen, Carla ; Ferrando, Carlos ; Quereda, Carmen ; Skurk, Carsten ; Thibeault, Charlotte ; Spinner, Christoph D. ; Lange, Christoph ; Hu, Cinzia ; Cappadona, Claudio ; Bianco, Cristiana ; Sancho, Cristina ; Lihaug Hoff, Dag Arne ; Galimberti, Daniela ; Jiménez, David ; Pestaña, David ; Toapanta, David ; Azzolini, Elena ; Scarpini, Elio ; Helbig, Elisa T. ; Urrechaga, Eloisa ; Paraboschi, Elvezia Maria ; Pontali, Emanuele ; Reverter, Enric ; Navas, Enrique ; Arana, Eunate ; Sánchez, Félix García ; Ceriotti, Ferruccio ; Malvestiti, Francesco ; Mesonero, Francisco ; Pezzoli, Gianni ; Lamorte, Giuseppe ; Neb, Holger ; My, Ilaria ; Hernández, Isabel ; de Rojas, Itziar ; Galván-Femenia, Iván ; Heyckendorf, Jan ; Rybniker, Jan ; Badia, Joan Ramon ; Schneider, Jochen ; Goikoetxea, Josune ; Kraft, Julia ; Müller, Karl Erik ; Gaede, Karoline I. ; Garcia-Etxebarria, Koldo ; Tonby, Kristian ; Heggelund, Lars ; Izquierdo-Sanchez, Laura ; Sumoy, Lauro ; Lippert, Lena J. ; Terranova, Leonardo ; Garbarino, Lucia ; Téllez, Luis ; Roade, Luisa ; Ostadreza, Mahnoosh ; Intxausti, Maider ; Kogevinas, Manolis ; Gutiérrez-Stampa, María A. ; Vehreschild, Maria J. G. T. ; Marquié, Marta ; Castoldi, Massimo ; Cecconi, Maurizio ; Boada, Mercè ; Seilmaier, Michael J. ; Mazzocco, Michela ; Rodríguez-Gandía, Miguel ; Ayo, Natale Imaz ; Blay, Natalia ; Martínez, Nilda ; Cornely, Oliver A. ; Palmieri, Orazio ; Tentorio, Paolo ; Rodrigues, Pedro M. ; España, Pedro P. ; Hoffmann, Per ; Bacher, Petra ; Suwalski, Phillip ; de Pablo, Raúl ; Nieto, Rosa ; Badalamenti, Salvatore ; Ciesek, Sandra ; Bombace, Sara ; Wilfling, Sibylle ; Brunak, Søren ; Heilmann-Heimbach, Stefanie ; Ripke, Stephan ; Bahmer, Thomas ; Landmesser, Ulf ; Protzer, Ulrike ; Rimoldi, Valeria ; Skogen, Vegard ; Andrade, Victor ; Moreno, Victor ; Poller, Wolfgang ; Farre, Xavier ; Wang, Xiaomin ; Khodamoradi, Yascha ; Karadeniz, Zehra ; de Salazar, Adolfo ; Palom, Adriana ; Garcia-Fernandez, Alba-Estela ; Blanco-Grau, Albert ; Zanella, Alberto ; Bandera, Alessandra ; Nebel, Almut ; Biondi, Andrea ; Caballero-Garralda, Andrea ; Gori, Andrea ; Lind, Andreas ; Fracanzani, Anna Ludovica ; Peschuck, Anna ; Pesenti, Antonio ; de la Horra, Carmen ; Milani, Chiara ; Paccapelo, Cinzia ; Angelini, Claudio ; Cea, Cristina ; Muñiz-Diaz, Eduardo ; Sandoval, Elena ; Calderón, Enrique J. ; Solligård, Erik ; Aziz, Fátima ; Martinelli-Boneschi, Filippo ; Peyvandi, Flora ; Blasi, Francesco ; Medrano, Francisco J. ; Rodriguez-Frias, Francisco ; Müller, Fredrik ; Grasselli, Giacomo ; Costantino, Giorgio ; Cardamone, Giulia ; Foti, Giuseppe ; Matullo, Giuseppe ; Kurihara, Hayato ; Afset, Jan Egil ; Damås, Jan Kristian ; Ampuero, Javier ; Martín, Javier ; Erdmann, Jeanette ; Bergan, Jonas ; Goerg, Siegfried ; Ferrusquía-Acosta, Jose ; Quero, Jose Hernández ; Delgado, Juan ; Guerrero, Juan M. ; Risnes, Kari ; Bettini, Laura Rachele ; Moreira, Leticia ; Gustad, Lise Tuset ; Santoro, Luigi ; Scudeller, Luigia ; Riveiro-Barciela, Mar ; Schaefer, Marco ; Carrabba, Maria ; Valsecchi, Maria G. ; Hernandez-Tejero, María ; Acosta-Herrera, Marialbert ; D’Angiò, Mariella ; Baldini, Marina ; Cazzaniga, Marina ; Ciccarelli, Michele ; Bocciolone, Monica ; Miozzo, Monica ; Chueca, Natalia ; Montano, Nicola ; Faverio, Paola ; Preatoni, Paoletta ; Bonfanti, Paolo ; Omodei, Paolo ; Castro, Pedro ; Ferrer, Ricard ; Gualtierotti, Roberta ; Gallego-Durán, Rocío ; Morilla, Rubén ; Haider, Sammra ; Marsal, Sara ; Aneli, Serena ; Pelusi, Serena ; Bosari, Silvano ; Aliberti, Stefano ; Dudman, Susanne ; Zheng, Tenghao ; Pumarola, Tomas ; Cejudo, Trinidad Gonzalez ; Monzani, Valter ; Friaza, Vicente ; Peter, Wolfgang ; Dopazo, Ximo ; Duga, Stefano ; May, Sandra ; Grimsrud, Marit M. ; Gudbjartsson, Daniel F. ; Stefansson, Kari ; Sulem, Patrick ; Sveinbjornsson, Gardar ; Melsted, Pall ; Norddahl, Gudmundur ; Swerford Moore, Kristjan Helgi ; Thorsteinsdottir, Unnur ; Holm, Hilma ; Alarcón-Riquelme, Marta E. ; Bernardo, David ; Martínez-Bueno, Manuel ; Rello, Silvia Rojo ; Magi, Reedik ; Milani, Lili ; Metspalu, Andres ; Laisk, Triin ; Läll, Kristi ; Lepamets, Maarja ; Esko, Tõnu ; Reimann, Ene ; Naaber, Paul ; Laane, Edward ; Pesukova, Jaana ; Peterson, Pärt ; Kisand, Kai ; Tabri, Jekaterina ; Allos, Raili ; Hensen, Kati ; Starkopf, Joel ; Ringmets, Inge ; Tamm, Anu ; Kallaste, Anne ; Alavere, Helene ; Metsalu, Kristjan ; Puusepp, Mairo ; Kristiansson, Kati ; Koskelainen, Sami ; Perola, Markus ; Donner, Kati ; Kivinen, Katja ; Palotie, Aarno ; Palotie, Aarno ; Rivolta, Carlo ; Bochud, Pierre-Yves ; Bibert, Stéphanie ; Boillat, Noémie ; Nussle, Semira Gonseth ; Albrich, Werner ; Quinodoz, Mathieu ; Kamdar, Dhryata ; Suh, Noémie ; Neofytos, Dionysios ; Erard, Véronique ; Voide, Cathy ; Bochud, P. Y. ; Rivolta, C. ; Bibert, S. ; Quinodoz, M. ; Kamdar, D. ; Neofytos, D. ; Erard, V. ; Voide, C. ; Friolet, R. ; Vollenweider, P. ; Pagani, J. L. ; Oddo, M. ; zu Bentrup, F. Meyer ; Conen, A. ; Clerc, O. ; Marchetti, O. ; Guillet, A. ; Guyat-Jacques, C. ; Foucras, S. ; Rime, M. ; Chassot, J. ; Jaquet, M. ; Viollet, R. Merlet ; Lannepoudenx, Y. ; Portopena, L. ; Desgranges, F. ; Filippidis, P. ; Guéry, B. ; Haefliger, D. ; Kampouri, E. E. ; Manuel, O. ; Munting, A. ; Papadimitriou-Olivgeris, M. ; Regina, J. ; Rochat-Stettler, L. ; Suttels, V. ; Tadini, E. ; Tschopp, J. ; Van Singer, M. ; Viala, B. ; Boillat-Blanco, N. ; Brahier, T. ; Hügli, O. ; Meuwly, J. Y. ; Pantet, O. ; Nussle, S. Gonseth ; Bochud, M. ; D’Acremont, V. ; Younes, S. Estoppey ; Albrich, W. C. ; Suh, N. ; Cerny, A. ; O’Mahony, L. ; von Mering, C. ; Bochud, P. Y. ; Frischknecht, M. ; Kleger, G.-R. ; Filipovic, M. ; Kahlert, C. R. ; Wozniak, H. ; Negro, T. Rochat ; Pugin, J. ; Bouras, K. ; Knapp, C. ; Egger, T. ; Perret, A. ; Montillier, P. ; di Bartolomeo, C. ; Barda, B. ; de Cid, Rafael ; Carreras, Anna ; Moreno, Victor ; Galván-Femenía, Iván ; Blay, Natalia ; Farré, Xavier ; Sumoy, Lauro ; Cortés, Beatriz ; Mercader, Josep Maria ; Guindo-Martinez, Marta ; Torrents, David ; Garcia-Aymerich, Judith ; Castaño-Vinyals, Gemma ; Dobaño, Carlota ; Gori, Marco ; Renieri, Alessandra ; Mondelli, Mario Umberto ; Castelli, Francesco ; Vaghi, Massimo ; Rusconi, Stefano ; Montagnani, Francesca ; Bargagli, Elena ; Franchi, Federico ; Mazzei, Maria Antonietta ; Cantarini, Luca ; Tacconi, Danilo ; Feri, Marco ; Scala, Raffaele ; Spargi, Genni ; Nencioni, Cesira ; Bandini, Maria ; Caldarelli, Gian Piero ; Spagnesi, Maurizio ; Canaccini, Anna ; Ognibene, Agostino ; D’Arminio Monforte, Antonella ; Girardis, Massimo ; Antinori, Andrea ; Francisci, Daniela ; Schiaroli, Elisabetta ; Scotton, Pier Giorgio ; Panese, Sandro ; Scaggiante, Renzo ; Monica, Matteo Della ; Capasso, Mario ; Fiorentino, Giuseppe ; Castori, Marco ; Aucella, Filippo ; Di Biagio, Antonio ; Masucci, Luca ; Valente, Serafina ; Mandalà, Marco ; Zucchi, Patrizia ; Giannattasio, Ferdinando ; Coviello, Domenico A. ; Mussini, Cristina ; Bosio, Giancarlo ; Tavecchia, Luisa ; Crotti, Lia ; Rizzi, Marco ; La Rovere, Maria Teresa ; Sarzi-Braga, Simona ; Bussotti, Maurizio ; Ravaglia, Sabrina ; Artuso, Rosangela ; Perrella, Antonio ; Romani, Davide ; Bergomi, Paola ; Catena, Emanuele ; Vincenti, Antonella ; Ferri, Claudio ; Grassi, Davide ; Pessina, Gloria ; Tumbarello, Mario ; Di Pietro, Massimo ; Sabrina, Ravaglia ; Luchi, Sauro ; Barbieri, Chiara ; Acquilini, Donatella ; Andreucci, Elena ; Paciosi, Francesco ; Segala, Francesco Vladimiro ; Tiseo, Giusy ; Falcone, Marco ; Lista, Mirjam ; Poscente, Monica ; De Vivo, Oreste ; Petrocelli, Paola ; Guarnaccia, Alessandra ; Baroni, Silvia ; Perticaroli, Valentina ; Furini, Simone ; Dei, Simona ; Benetti, Elisa ; Picchiotti, Nicola ; Sanarico, Maurizio ; Ceri, Stefano ; Pinoli, Pietro ; Raimondi, Francesco ; Biscarini, Filippo ; Stella, Alessandra ; Bergomi, Mattia ; Zguro, Kristina ; Capitani, Katia ; Tanfoni, Marco ; Fallerini, Chiara ; Daga, Sergio ; Baldassarri, Margherita ; Fava, Francesca ; Frullanti, Elisa ; Valentino, Floriana ; Doddato, Gabriella ; Giliberti, Annarita ; Tita, Rossella ; Amitrano, Sara ; Bruttini, Mirella ; Croci, Susanna ; Meloni, Ilaria ; Mencarelli, Maria Antonietta ; Lo Rizzo, Caterina ; Pinto, Anna Maria ; Beligni, Giada ; Tommasi, Andrea ; Di Sarno, Laura ; Palmieri, Maria ; Carriero, Miriam Lucia ; Alaverdian, Diana ; Iuso, Nicola ; Inchingolo, Gabriele ; Busani, Stefano ; Bruno, Raffaele ; Vecchia, Marco ; Belli, Mary Ann ; Mantovani, Stefania ; Ludovisi, Serena ; Quiros-Roldan, Eugenia ; Antoni, Melania Degli ; Zanella, Isabella ; Siano, Matteo ; Emiliozzi, Arianna ; Fabbiani, Massimiliano ; Rossetti, Barbara ; Zanelli, Giacomo ; Bergantini, Laura ; D’Alessandro, Miriana ; Cameli, Paolo ; Bennet, David ; Anedda, Federico ; Marcantonio, Simona ; Scolletta, Sabino ; Guerrini, Susanna ; Conticini, Edoardo ; Frediani, Bruno ; Spertilli, Chiara ; Donati, Alice ; Guidelli, Luca ; Corridi, Marta ; Croci, Leonardo ; Piacentini, Paolo ; Desanctis, Elena ; Cappelli, Silvia ; Verzuri, Agnese ; Anemoli, Valentina ; Pancrazi, Alessandro ; Lorubbio, Maria ; Merlini, Esther ; Miraglia, Federica Gaia ; Venturelli, Sophie ; Cossarizza, Andrea ; Vergori, Alessandra ; Gabrieli, Arianna ; Riva, Agostino ; Paciosi, Francesco ; Andretta, Francesca ; Gatti, Francesca ; Parisi, Saverio Giuseppe ; Baratti, Stefano ; Piscopo, Carmelo ; Russo, Roberta ; Andolfo, Immacolata ; Iolascon, Achille ; Carella, Massimo ; Merla, Giuseppe ; Squeo, Gabriella Maria ; Raggi, Pamela ; Marciano, Carmen ; Perna, Rita ; Bassetti, Matteo ; Sanguinetti, Maurizio ; Giorli, Alessia ; Salerni, Lorenzo ; Parravicini, Pierpaolo ; Menatti, Elisabetta ; Trotta, Tullio ; Coiro, Gabriella ; Lena, Fabio ; Martinelli, Enrico ; Mancarella, Sandro ; Gabbi, Chiara ; Maggiolo, Franco ; Ripamonti, Diego ; Bachetti, Tiziana ; Suardi, Claudia ; Parati, Gianfranco ; Bottà, Giordano ; Di Domenico, Paolo ; Rancan, Ilaria ; Bianchi, Francesco ; Colombo, Riccardo ; van Heel, David A. ; Hunt, Karen A. ; Trembath, Richard C. ; Huang, Qin Qin ; Martin, Hilary C. ; Mason, Dan ; Trivedi, Bhavi ; Wright, John ; Finer, Sarah ; Griffiths, Christopher J. ; Akhtar, Shaheen ; Anwar, Mohammad ; Arciero, Elena ; Ashraf, Samina ; Breen, Gerome ; Chung, Raymond ; Curtis, Charles J. ; Chowdhury, Maharun ; Colligan, Grainne ; Deloukas, Panos ; Durham, Ceri ; Finer, Sarah ; Griffiths, Chris ; Huang, Qin Qin ; Hurles, Matt ; Hunt, Karen A. ; Hussain, Shapna ; Islam, Kamrul ; Khan, Ahsan ; Khan, Amara ; Lavery, Cath ; Lee, Sang Hyuck ; Lerner, Robin ; MacArthur, Daniel ; MacLaughlin, Bev ; Martin, Hilary ; Mason, Dan ; Miah, Shefa ; Newman, Bill ; Safa, Nishat ; Tahmasebi, Farah ; Trembath, Richard C. ; Trivedi, Bhavi ; van Heel, David A. ; Wright, John ; Smith, Albert V. ; Boughton, Andrew P. ; Li, Kevin W. ; LeFaive, Jonathon ; Annis, Aubrey ; Jannes, Cinthia E. ; Krieger, Jose E. ; Pereira, Alexandre C. ; Velho, Mariliza ; Marques, Emanuelle ; Lima, Isabella Ramos ; Tada, Mauricio Teruo ; Valino, Karina ; McCarthy, Mark ; Rosenberger, Carrie ; Lee, Jong Eun ; Chang, Diana ; Hammer, Christian ; Hunkapiller, Julie ; Mahajan, Anubha ; Pendergrass, Sarah ; Sucheston-Campbell, Lara ; Yaspan, Brian ; Lee, Hyun Soo ; Shin, Eunsoon ; Jang, Hye Yoon ; Kim, Sunmie ; Kym, Sungmin ; Kim, Yeon-Sook ; Jeong, Hyeongseok ; Kwon, Ki Tae ; Kim, Shin-Woo ; Kim, Jin Yong ; Jang, Young Rock ; Kim, Hyun ah ; Lee, Ji Yeon ; Lee, Jeong Eun ; Lee, Shinwon ; Choe, Kang-Won ; Kang, Yu Min ; Jee, Sun Ha ; Jung, Keum Ji ; Parikh, Victoria ; Ashley, Euan ; Wheeler, Matthew ; Rivas, Manuel ; Bustamante, Carlos ; Pinksy, Benjamin ; Febbo, Phillip ; Farh, Kyle ; Schroth, Gary P. ; deSouza, Francis ; Dalton, Karen ; Christle, Jeff ; Deboever, Christopher ; Szalma, Sándor ; Tanigawa, Yosuke ; Rubinacci, Simone ; Delaneau, Olivier ; Gorzynski, John ; de Jong, Hannah ; Sutton, Shirley ; Youlton, Nathan ; Joshi, Ruchi ; Jimenez-Morales, David ; Hughes, Christopher ; Amar, David ; Ioannidis, Alex ; Hershman, Steve ; Kirillova, Anna ; Seo, Kinya ; Huang, Yong ; Shoura, Massa ; Hammond, Nathan ; Watson, Nathaniel ; Raja, Archana ; Huang, ChunHong ; Sahoo, Malaya ; Wang, Hannah ; Zhen, Jimmy ; Rakitko, Alexander ; Ilinsky, Valery ; Yermakovich, Danat ; Popov, Iaroslav ; Chernitsov, Alexander ; Kovalenko, Elena ; Krasnenko, Anna ; Plotnikov, Nikolay ; Stetsenko, Ivan ; Kim, Anna ; Cirulli, Elizabeth T. ; Schiabor Barrett, Kelly M. ; Bolze, Alexandre ; White, Simon ; Washington, Nicole L. ; Lu, James T. ; Riffle, Stephen ; Tanudjaja, Francisco ; Wang, Xueqing ; Ramirez, Jimmy M. ; Leonetti, Nicole ; Sandoval, Efren ; Neveux, Iva ; Dabe, Shaun ; Grzymski, Joseph J. ; Esteban Miñano, Juan Ignacio ; Aguirre, Luis A. ; López-Collazo, Eduardo ; de la Mata Pazos, Manuel ; Cerrato, Luciano ; Folkersen, Lasse ; Lozano-Rodríguez, Roberto ; Avendaño-Ortiz, José ; Arcos, Verónica Terrón ; Montalbán-Hernández, Karla Marina ; Quiroga, Jaime Valentín ; Pascual-Iglesias, Alejandro ; Maroun-Eid, Charbel ; Martín-Quirós, Alejandro ; Namkoong, Ho ; Okada, Yukinori ; Imoto, Seiya ; Katayama, Kazuhiko ; Fukunaga, Koichi ; Kitagawa, Yuko ; Sato, Toshiro ; Hasegawa, Naoki ; Kumanogoh, Atsushi ; Kimura, Akinori ; Ai, Masumi ; Tokunaga, Katsushi ; Kanai, Takanori ; Miyano, Satoru ; Ogawa, Seishi ; Edahiro, Ryuya ; Sonehara, Kyuto ; Shirai, Yuya ; Kanai, Masahiro ; Ishii, Makoto ; Kabata, Hiroki ; Masaki, Katsunori ; Kamata, Hirofumi ; Ikemura, Shinnosuke ; Chubachi, Shotaro ; Okamori, Satoshi ; Terai, Hideki ; Tanaka, Hiromu ; Morita, Atsuho ; Lee, Ho ; Asakura, Takanori ; Sasaki, Junichi ; Morisaki, Hiroshi ; Uwamino, Yoshifumi ; Nanki, Kosaku ; Mikami, Yohei ; Tomono, Kazunori ; Kato, Kazuto ; Matsuda, Fumihiko ; Takahashi, Meiko ; Hizawa, Nobuyuki ; Takeda, Yoshito ; Hirata, Haruhiko ; Shiroyama, Takayuki ; Miyawaki, Satoru ; Suzuki, Ken ; Maeda, Yuichi ; Nii, Takuro ; Noda, Yoshimi ; Niitsu, Takayuki ; Adachi, Yuichi ; Enomoto, Takatoshi ; Amiya, Saori ; Hara, Reina ; Takahashi, Kunihiko ; Anzai, Tatsuhiko ; Hasegawa, Takanori ; Ito, Satoshi ; Koike, Ryuji ; Endo, Akifumi ; Uchimura, Yuji ; Miyazaki, Yasunari ; Honda, Takayuki ; Tateishi, Tomoya ; Tohda, Shuji ; Ichimura, Naoya ; Sonobe, Kazunari ; Sassa, Chihiro ; Nakajima, Jun ; Nannya, Yasuhito ; Omae, Yosuke ; Takahashi, Kazuhisa ; Harada, Norihiro ; Hiki, Makoto ; Takagi, Haruhi ; Nakamura, Ai ; Tagaya, Etsuko ; Kawana, Masatoshi ; Arimura, Ken ; Ishiguro, Takashi ; Takayanagi, Noboru ; Isono, Taisuke ; Takaku, Yotaro ; Takano, Kenji ; Anan, Ryusuke ; Nakajima, Yukiko ; Nakano, Yasushi ; Nishio, Kazumi ; Ueda, Soichiro ; Hayashi, Reina ; Tateno, Hiroki ; Hase, Isano ; Yoshida, Shuichi ; Suzuki, Shoji ; Mitamura, Keiko ; Saito, Fumitake ; Ueda, Tetsuya ; Azuma, Masanori ; Nagasaki, Tadao ; Yasui, Yoshinori ; Hasegawa, Yoshinori ; Mutoh, Yoshikazu ; Yoshiyama, Takashi ; Shoko, Tomohisa ; Kojima, Mitsuaki ; Adachi, Tomohiro ; Ishikawa, Motonao ; Takahashi, Kenichiro ; Watanabe, Kazuyoshi ; Manabe, Tadashi ; Ito, Fumimaro ; Fukui, Takahiro ; Funatsu, Yohei ; Koh, Hidefumi ; Hirai, Yoshihiro ; Kawashima, Hidetoshi ; Narita, Atsuya ; Niwa, Kazuki ; Sekikawa, Yoshiyuki ; Saito, Fukuki ; Yoshiya, Kazuhisa ; Yoshihara, Tomoyuki ; Suzuki, Yusuke ; Nakayama, Sohei ; Masuzawa, Keita ; Nishi, Koichi ; Nishitsuji, Masaru ; Tani, Maiko ; Inoue, Takashi ; Hirano, Toshiyuki ; Kobayashi, Keigo ; Miyazawa, Naoki ; Kimura, Yasuhiro ; Sado, Reiko ; Ogura, Takashi ; Kitamura, Hideya ; Murohashi, Kota ; Nakachi, Ichiro ; Baba, Rie ; Arai, Daisuke ; Fuke, Satoshi ; Saito, Hiroshi ; Kuwahara, Naota ; Fujiwara, Akiko ; Okada, Takenori ; Baba, Tomoya ; Noda, Junya ; Mashimo, Shuko ; Yagi, Kazuma ; Shiomi, Tetsuya ; Hashiguchi, Mizuha ; Odani, Toshio ; Mochimaru, Takao ; Oyamada, Yoshitaka ; Mori, Nobuaki ; Izumi, Namiki ; Nagata, Kaoru ; Taki, Reiko ; Murakami, Koji ; Yamada, Mitsuhiro ; Sugiura, Hisatoshi ; Hayashi, Kentaro ; Shimizu, Tetsuo ; Gon, Yasuhiro ; Fujitani, Shigeki ; Tsuchida, Tomoya ; Yoshida, Toru ; Kagaya, Takashi ; Kita, Toshiyuki ; Sakagami, Satoru ; Kimizuka, Yoshifumi ; Kawana, Akihiko ; Nakamura, Yoshihiko ; Ishikura, Hiroyasu ; Takata, Tohru ; Kikuchi, Takahide ; Taniyama, Daisuke ; Nakamura, Morio ; Kodama, Nobuhiro ; Kaneyama, Yasunari ; Maeda, Shunsuke ; Nagasaki, Yoji ; Okamoto, Masaki ; Ishihara, Sayoko ; Ito, Akihiro ; Chihara, Yusuke ; Takeuchi, Mayumi ; Onoi, Keisuke ; Hashimoto, Naozumi ; Wakahara, Keiko ; Ando, Akira ; Masuda, Makoto ; Wakabayashi, Aya ; Watanabe, Hiroki ; Sageshima, Hisako ; Nakada, Taka-Aki ; Abe, Ryuzo ; Shimada, Tadanaga ; Kawamura, Kodai ; Ichikado, Kazuya ; Nishiyama, Kenta ; Yamasaki, Masaki ; Hashimoto, Satoru ; Kusaka, Yu ; Ohba, Takehiko ; Isogai, Susumu ; Takada, Minoru ; Kanda, Hidenori ; Komase, Yuko ; Sano, Fumiaki ; Asano, Koichiro ; Oguma, Tsuyoshi ; Harada, Masahiro ; Takahashi, Takeshi ; Shibusawa, Takayuki ; Abe, Shinji ; Kono, Yuta ; Togashi, Yuki ; Izumo, Takehiro ; Inomata, Minoru ; Awano, Nobuyasu ; Ogawa, Shinichi ; Ogata, Tomouki ; Ishihara, Shoichiro ; Kanehiro, Arihiko ; Ozaki, Shinji ; Fuchimoto, Yasuko ; Kitagawa, Yuichiro ; Yoshida, Shozo ; Ogura, Shinji ; Nishiyama, Kei ; Yoshida, Kousuke ; Beppu, Satoru ; Fukuyama, Satoru ; Eriguchi, Yoshihiro ; Yonekawa, Akiko ; Inoue, Yoshiaki ; Yamagata, Kunihiro ; Chiba, Shigeru ; Narumoto, Osamu ; Nagai, Hideaki ; Ooshima, Nobuharu ; Motegi, Mitsuru ; Sagara, Hironori ; Tanaka, Akihiko ; Ohta, Shin ; Shibata, Yoko ; Tanino, Yoshinori ; Sato, Yuki ; Yamada, Yuichiro ; Hashino, Takuya ; Shinoki, Masato ; Iwagoe, Hajime ; Imamura, Tomonori ; Umeda, Akira ; Shimada, Hisato ; Endo, Mayu ; Hayashi, Shinichi ; Takahashi, Mai ; Nakano, Shigefumi ; Yatomi, Masakiyo ; Maeno, Toshitaka ; Ishii, Tomoo ; Utsugi, Mitsuyoshi ; Ono, Akihiro ; Kanaoka, Kensuke ; Ihara, Shoichi ; Komuta, Kiyoshi ; Franke, Lude ; Boezen, Marike ; Claringbould, Annique ; Lopera, Esteban ; Warmerdam, Robert ; Vonk, Judith. M. ; van Blokland, Irene ; Lanting, Pauline ; Ori, Anil P. S. ; Obeidat, Ma’en ; Hernández Cordero, Ana I. ; Sin, Don D. ; Bossé, Yohan ; Joubert, Philippe ; Hao, Ke ; Nickle, David ; Timens, Wim ; van den Berge, Maarten ; Feng, Yen-Chen Anne ; Mercader, Josep ; Weiss, Scott T. ; Karlson, Elizabeth W. ; Smoller, Jordan W. ; Murphy, Shawn N. ; Meigs, James B. ; Woolley, Ann E. ; Green, Robert C. ; Perez, Emma F. ; Wolford, Brooke ; Zöllner, Sebastian ; Wang, Jiongming ; Beck, Andrew ; Sloofman, Laura G. ; Ascolillo, Steven ; Sebra, Robert P. ; Collins, Brett L. ; Levy, Tess ; Sealfon, Stuart C. ; Jordan, Daniel M. ; Thompson, Ryan C. ; Gettler, Kyle ; Chaudhary, Kumardeep ; Belbin, Gillian M. ; Preuss, Michael ; Hoggart, Clive ; Choi, Sam ; Underwood, Slayton J. ; Salib, Irene ; Britvan, Bari ; Keller, Katherine ; Tang, Lara ; Peruggia, Michael ; Hiester, Liam L. ; Niblo, Kristi ; Aksentijevich, Alexandra ; Labkowsky, Alexander ; Karp, Avrohom ; Zlatopolsky, Menachem ; Zyndorf, Marissa ; Charney, Alexander W. ; Beckmann, Noam D. ; Schadt, Eric E. ; Abul-Husn, Noura S. ; Cho, Judy H. ; Itan, Yuval ; Kenny, Eimear E. ; Loos, Ruth J. F. ; Nadkarni, Girish N. ; Do, Ron ; O’Reilly, Paul ; Huckins, Laura M. ; Ferreira, Manuel A. R. ; Abecasis, Goncalo R. ; Leader, Joseph B. ; Cantor, Michael N. ; Justice, Anne E. ; Carey, Dave J. ; Chittoor, Geetha ; Josyula, Navya Shilpa ; Kosmicki, Jack A. ; Horowitz, Julie E. ; Baras, Aris ; Gass, Matthew C. ; Yadav, Ashish ; Mirshahi, Tooraj ; Jan Hottenga, Jouke ; Bartels, Meike ; de Geus, Eco J. C. ; Nivard, Michel G. ; Verma, Anurag ; Ritchie, Marylyn D. ; Rader, Daniel ; Li, Binglan ; Verma, Shefali S. ; Lucas, Anastasia ; Bradford, Yuki ; Zara, Federico ; Salpietro, Vincenzo ; Scala, Marcello ; Iacomino, Michele ; Scudieri, Paolo ; Bocciardi, Renata ; Minetti, Carlo ; Riva, Antonella ; Vari, Maria Stella ; Rahier, Jean-François ; Giorgio, Elisa ; Carli, Diana ; Louis, Edouad ; Bulik, Cynthia M. ; Landén, Mikael ; Brusco, Alfredo ; Ferrero, Giovanni Battista ; Madia, Francesca ; Fundín, Bengt ; Ismail, Said I. ; Saad, Chadi ; Al-Sarraj, Yaser ; Badji, Radja Messai ; Al-Muftah, Wadha ; Al Thani, Asma ; Afifi, Nahla ; Klovins, Janis ; Rovite, Vita ; Rescenko, Raimonds ; Peculis, Raitis ; Ustinova, Monta ; Zeberg, Hugo ; Frithiof, Robert ; Hultström, Michael ; Lipcsey, Miklos ; Johnson, Ruth ; Geschwind, Daniel H. ; Freimer, Nelson ; Butte, Manish J. ; Geschwind, Daniel H. ; Pasaniuc, Bogdan ; Ding, Yi ; Chiu, Alec ; Chang, Timothy S. ; Boutros, Paul ; Moutsianas, Loukas ; Caulfield, Mark J. ; Scott, Richard H. ; Walker, Susan ; Stuckey, Alex ; Odhams, Christopher A. ; Rhodes, Daniel ; Fowler, Tom ; Rendon, Augusto ; Chan, Georgia ; Arumugam, Prabhu ; Karczewski, Konrad J. ; Wilson, Daniel J. ; Spencer, Chris A. ; Crook, Derrick W. ; Wyllie, David H. ; O’Connell, Anne Marie ; Atkinson, Elizabeth G. ; Kanai, Masahiro ; Tsuo, Kristin ; Baya, Nikolas ; Turley, Patrick ; Gupta, Rahul ; Walters, Raymond K. ; Palmer, Duncan S. ; Sarma, Gopal ; Solomonson, Matthew ; Cheng, Nathan ; Lu, Wenhan ; Churchhouse, Claire ; Goldstein, Jacqueline I. ; King, Daniel ; Seed, Cotton ; Daly, Mark J. ; Neale, Benjamin M. ; Bryant, Sam ; Satterstrom, F. Kyle ; Band, Gavin ; Earle, Sarah G. ; Lin, Shang-Kuan ; Arning, Nicolas ; Armstrong, Jacob ; Rudkin, Justine K. ; Callier, Shawneequa ; Bryant, Sam ; Cusick, Caroline ; Soranzo, Nicole ; Zhao, Jing Hua ; Danesh, John ; Di Angelantonio, Emanuele ; Butterworth, Adam S. ; Sun, Yan V. ; Huffman, Jennifer E. ; Cho, Kelly ; O’Donnell, Christopher J. ; Tsao, Phil ; Gaziano, J. Michael ; Peloso, Gina ; Ho, Yuk-Lam ; Mian, Michael ; Scaggiante, Federica ; Chang, Xiao ; Glessner, Joseph R. ; Hakonarson, Hakon ; McGuigan, Peter J. ; Prockter Moore, Luke Stephen ; Vizcaychipi, Marcela Paola ; Hall, Kathryn ; Campbell, Andy ; Nichol, Ailstair ; Ward, Geraldine ; Page, Valerie Joan ; Semple, Malcolm G. ; Adeniji, Kayode ; Agranoff, Daniel ; Agwuh, Ken ; Ail, Dhiraj ; Aldera, Erin L. ; Alegria, Ana ; Angus, Brian ; Ashish, Abdul ; Atkinson, Dougal ; Bari, Shahedal ; Barlow, Gavin ; Barnass, Stella ; Barrett, Nicholas ; Bassford, Christopher ; Basude, Sneha ; Baxter, David ; Beadsworth, Michael ; Bernatoniene, Jolanta ; Berridge, John ; Best, Nicola ; Bothma, Pieter ; Chadwick, David ; Brittain-Long, Robin ; Bulteel, Naomi ; Burden, Tom ; Burtenshaw, Andrew ; Caruth, Vikki ; Chambler, Duncan ; Chee, Nigel ; Child, Jenny ; Chukkambotla, Srikanth ; Clark, Tom ; Collini, Paul ; Cosgrove, Catherine ; Cupitt, Jason ; Cutino-Moguel, Maria-Teresa ; Dark, Paul ; Dawson, Chris ; Dervisevic, Samir ; Donnison, Phil ; Douthwaite, Sam ; Drummond, Andrew ; DuRand, Ingrid ; Dushianthan, Ahilanadan ; Dyer, Tristan ; Evans, Cariad ; Eziefula, Chi ; Fegan, Christopher ; Finn, Adam ; Fullerton, Duncan ; Garg, Sanjeev ; Garg, Atul ; Gkrania-Klotsas, Effrossyni ; Godden, Jo ; Goldsmith, Arthur ; Graham, Clive ; Hardy, Elaine ; Hartshorn, Stuart ; Harvey, Daniel ; Havalda, Peter ; Hawcutt, Daniel B. ; Hobrok, Maria ; Hodgson, Luke ; Hormis, Anil ; Jacobs, Michael ; Jain, Susan ; Jennings, Paul ; Kaliappan, Agilan ; Kasipandian, Vidya ; Kegg, Stephen ; Kelsey, Michael ; Kendall, Jason ; Kerrison, Caroline ; Kerslake, Ian ; Koch, Oliver ; Koduri, Gouri ; Koshy, George ; Laha, Shondipon ; Laird, Steven
The genetic make-up of an individual contributes to the susceptibility and response to viral infection. Although environmental, clinical and social factors have a role in the chance of exposure to SARS-CoV-2 and the severity of COVID-191,2, host genetics may also be important. Identifying host-specific genetic factors may reveal biological mechanisms of therapeutic relevance and clarify causal relationships of modifiable environmental risk factors for SARS-CoV-2 infection and outcomes. We formed a global network of researchers to investigate the role of human genetics in SARS-CoV-2 infection and COVID-19 severity. Here we describe the results of three genome-wide association meta-analyses that consist of up to 49,562 patients with COVID-19 from 46 studies across 19 countries. We report 13 genome-wide significant loci that are associated with SARS-CoV-2 infection or severe manifestations of COVID-19. Several of these loci correspond to previously documented associations to lung or autoimmune and inflammatory diseases3,4,5,6,7. They also represent potentially actionable mechanisms in response to infection. Mendelian randomization analyses support a causal role for smoking and body-mass index for severe COVID-19 although not for type II diabetes. The identification of novel host genetic factors associated with COVID-19 was made possible by the community of human genetics researchers coming together to prioritize the sharing of data, results, resources and analytical frameworks. This working model of international collaboration underscores what is possible for future genetic discoveries in emerging pandemics, or indeed for any complex human disease.
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