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1. The genetic diversity of multiple sclerosis risk among Hispanic and African American populations living in the United States.

Author: Beecham, AH, Amezcua, L, Chinea, A, Manrique, CP, Rubi, C, Isobe, N, Lund, BT, Santaniello, A, Beecham, GW, Burchard, EG, Comabella, M, Patsopoulos, N, Fitzgerald, K, Calabresi, PA, De Jager, P, Conti, DV, Delgado, SR, Oksenberg, JR, and McCauley, JL
Subjects: Humans, Multiple Sclerosis, Polymorphism, Single Nucleotide, Alleles, United States, Genetic Variation, Hispanic or Latino, Black or African American, Multiple sclerosis, admixture, allelic heterogeneity, genetics, locus heterogeneity, multi-ethnic, pathway analysis, risk score, Genetics, Neurodegenerative, Human Genome, Brain Disorders, Clinical Research, Autoimmune Disease, Genetic Testing, Neurosciences, 2.1 Biological and endogenous factors, Aetiology, Clinical Sciences, Neurology & Neurosurgery
Abstract: BackgroundSubstantial progress has been made toward unraveling the genetic architecture of multiple sclerosis (MS) within populations of European ancestry, but few genetic studies have focused on Hispanic and African American populations within the United States.ObjectiveWe sought to test the relevance of common European MS risk variants outside of the major histocompatibility complex (n = 200) within these populations.MethodsGenotype data were available on 2652 Hispanics (1298 with MS, 1354 controls) and 2435 African Americans (1298 with MS, 1137 controls). We conducted single variant, pathway, and cumulative genetic risk score analyses.ResultsWe found less replication than statistical power suggested, particularly among African Americans. This could be due to limited correlation between the tested and causal variants within the sample or alternatively could indicate allelic and locus heterogeneity. Differences were observed between pathways enriched among the replicating versus all 200 variants. Although these differences should be examined in larger samples, a potential role exists for gene-environment or gene-gene interactions which alter phenotype differentially across racial and ethnic groups. Cumulative genetic risk scores were associated with MS within each study sample but showed limited diagnostic capability.ConclusionThese findings provide a framework for fine-mapping efforts in multi-ethnic populations of MS.
Published: 2020

2. Locus for severity implicates CNS resilience in progression of multiple sclerosis

Author: Harroud, A, Stridh, PJ, McCauley, JH, Saarela, J, van den Bosch, AMR, Engelenburg, H, Beecham, A, Alfredsson, L, Alikhani, K, Amezcua, L, Andlauer, TFM, Ban, M, Barcellos, L, Barizzone, N, Berge, T, Berthele, A, Bittner, S, Bos, S, Briggs, FBS, Caillier, S, Calabresi, P, Caputo, D, Carmona-Burgos, D, Cavalla, P, Celius, E, Cerono, G, Chinea, A, Chitnis, T, Clarelli, F, Comabella, M, Comi, G, Cotsapas, C, Cree, BCA, D'Alfonso, S, Dardiotis, E, De Jager, P, Delgado, S, Dubois, B, Engel, S, Esposito, F, Fabis-Pedrini, M, Filippi, M, Fitzgerald, K, Gasperi, C, Gomez, L, Gomez, R, Hadjigeorgiou, G, Hamann, J, Held, F, Henry, R, Hillert, J, Huang, J, Huitinga, I, Islam, T, Isobe, N, Jagodic, M, Kermode, AL, Khalil, M, Kilpatrick, T, Konidari, I, Kreft, K, Lechner-Scott, J, Leone, M, Luessi, F, Malhotra, S, Manouchehrinia, A, Manrique, C, Martinelli-Boneschi, F, Martinez, A, Martinez-Maldonado, V, Mascia, E, Metz, L, Midaglia, L, Montalban, X, Oksenberg, J, Olsson, T, Oturai, A, Paakkonen, K, Parnell, GP, Patsopoulos, N, Pericak-Vance, M, Piehl, F, Rubio, J, Santaniello, A, Santoro, S, Schaefer, C, Sellebjerg, F, Shams, H, Shchetynsky, K, Silva, C, Siokas, V, Sondergaard, H, Sorosina, M, Taylor, B, Vandebergh, M, Vasileiou, E, Vecchio, D, Voortman, M, Weiner, H, Wever, D, Yong, VW, Hafler, D, Stewart, G, Compston, A, Zipp, F, Harbo, H, Hemmer, B, Goris, A, Smolders, J, Hauser, S, Kockum, I, Sawcer, S, Baranzini, S, Jonsdottir, I, Blanco, Y, Llufriu, S, Madireddy, L, Saiz, A, Villoslada, P, Stefansson, K, Harbo, HF, Sawcer, SJ, Baranzini, SE, Harroud, A, Stridh, PJ, McCauley, JH, Saarela, J, van den Bosch, AMR, Engelenburg, H, Beecham, A, Alfredsson, L, Alikhani, K, Amezcua, L, Andlauer, TFM, Ban, M, Barcellos, L, Barizzone, N, Berge, T, Berthele, A, Bittner, S, Bos, S, Briggs, FBS, Caillier, S, Calabresi, P, Caputo, D, Carmona-Burgos, D, Cavalla, P, Celius, E, Cerono, G, Chinea, A, Chitnis, T, Clarelli, F, Comabella, M, Comi, G, Cotsapas, C, Cree, BCA, D'Alfonso, S, Dardiotis, E, De Jager, P, Delgado, S, Dubois, B, Engel, S, Esposito, F, Fabis-Pedrini, M, Filippi, M, Fitzgerald, K, Gasperi, C, Gomez, L, Gomez, R, Hadjigeorgiou, G, Hamann, J, Held, F, Henry, R, Hillert, J, Huang, J, Huitinga, I, Islam, T, Isobe, N, Jagodic, M, Kermode, AL, Khalil, M, Kilpatrick, T, Konidari, I, Kreft, K, Lechner-Scott, J, Leone, M, Luessi, F, Malhotra, S, Manouchehrinia, A, Manrique, C, Martinelli-Boneschi, F, Martinez, A, Martinez-Maldonado, V, Mascia, E, Metz, L, Midaglia, L, Montalban, X, Oksenberg, J, Olsson, T, Oturai, A, Paakkonen, K, Parnell, GP, Patsopoulos, N, Pericak-Vance, M, Piehl, F, Rubio, J, Santaniello, A, Santoro, S, Schaefer, C, Sellebjerg, F, Shams, H, Shchetynsky, K, Silva, C, Siokas, V, Sondergaard, H, Sorosina, M, Taylor, B, Vandebergh, M, Vasileiou, E, Vecchio, D, Voortman, M, Weiner, H, Wever, D, Yong, VW, Hafler, D, Stewart, G, Compston, A, Zipp, F, Harbo, H, Hemmer, B, Goris, A, Smolders, J, Hauser, S, Kockum, I, Sawcer, S, Baranzini, S, Jonsdottir, I, Blanco, Y, Llufriu, S, Madireddy, L, Saiz, A, Villoslada, P, Stefansson, K, Harbo, HF, Sawcer, SJ, and Baranzini, SE
Abstract: Multiple sclerosis (MS) is an autoimmune disease of the central nervous system (CNS) that results in significant neurodegeneration in the majority of those affected and is a common cause of chronic neurological disability in young adults1,2. Here, to provide insight into the potential mechanisms involved in progression, we conducted a genome-wide association study of the age-related MS severity score in 12,584 cases and replicated our findings in a further 9,805 cases. We identified a significant association with rs10191329 in the DYSF-ZNF638 locus, the risk allele of which is associated with a shortening in the median time to requiring a walking aid of a median of 3.7 years in homozygous carriers and with increased brainstem and cortical pathology in brain tissue. We also identified suggestive association with rs149097173 in the DNM3-PIGC locus and significant heritability enrichment in CNS tissues. Mendelian randomization analyses suggested a potential protective role for higher educational attainment. In contrast to immune-driven susceptibility3, these findings suggest a key role for CNS resilience and potentially neurocognitive reserve in determining outcome in MS.
Published: 2023

3. Artificial intelligence extension of the OSCAR-IB criteria

Author: Petzold, A., Albrecht, P., Balcer, L., Bekkers, E., Brandt, A. U., Calabresi, P. A., Deborah, O. G., Graves, J. S., Green, A., Keane, P. A., Nij Bijvank, J. A., Sander, J. W., Paul, F., Saidha, S., Villoslada, P., Wagner, S. K., Yeh, E. A., Aktas, O., Antel, J., Asgari, N., Audo, I., Avasarala, J., Avril, D., Bagnato, F. R., Banwell, B., Bar-Or, A., Behbehani, R., Manterola, A. B., Bennett, J., Benson, L., Bernard, J., Bremond-Gignac, D., Britze, J., Burton, J., Calkwood, J., Carroll, W., Chandratheva, A., Cohen, J., Comi, G., Cordano, C., Costa, S., Costello, F., Courtney, A., Cruz-Herranz, A., Cutter, G., Crabb, D., Delott, L., De Seze, J., Diem, R., Dollfuss, H., El Ayoubi, N. K., Fasser, C., Finke, C., Fischer, D., Fitzgerald, K., Fonseca, P., Frederiksen, J. L., Frohman, E., Frohman, T., Fujihara, K., Cuellar, I. G., Galetta, S., Garcia-Martin, E., Giovannoni, G., Glebauskiene, B., Suarez, I. G., Jensen, G. P., Hamann, S., Hartung, H. -P., Havla, J., Hemmer, B., Huang, S. -C., Imitola, J., Jasinskas, V., Jiang, H., Kafieh, R., Kappos, L., Kardon, R., Keegan, D., Kildebeck, E., Kim, U. S., Klistorner, S., Knier, B., Kolbe, S., Korn, T., Krupp, L., Lagreze, W., Leocani, L., Levin, N., Liskova, P., Preiningerova, J. L., Lorenz, B., May, E., Miller, D., Mikolajczak, J., Said, S. M., Montalban, X., Morrow, M., Mowry, E., Murta, J., Navas, C., Nolan, R., Nowomiejska, K., Oertel, F. C., Oh, J., Oreja-Guevara, C., Orssaud, C., Osborne, B., Outteryck, O., Paiva, C., Palace, J., Papadopoulou, A., Patsopoulos, N., Pontikos, N., Preising, M., Prince, J., Reich, D., Rejdak, R., Ringelstein, M., Rodriguez de Antonio, L., Sahel, J. -A., Sanchez-Dalmau, B., Sastre-Garriga, J., Schippling, S., Schuman, J., Shindler, K., Shin, R., Shuey, N., Soelberg, K., Specovius, S., Suppiej, A., Thompson, A., Toosy, A., Torres, R., Touitou, V., Trauzettel-Klosinski, S., van der Walt, A., Vermersch, P., Vidal-Jordana, A., Waldman, A. T., Waters, C., Wheeler, R., White, O., Wilhelm, H., Winges, K. M., Wiegerinck, N., Wiehe, L., Wisnewski, T., Wong, S., Wurfel, J., Yaghi, S., You, Y., Yu, Z., Yu-Wai-Man, P., Zemaitien≐, R., Zimmermann, H., Albrecht P., Petzold A., Balcer, L., Bekkers, E., Brandt, A. U., Calabresi, P. A., Deborah, O. G., Graves, J. S., Green, A., Keane, P. A., Nij Bijvank, J. A., Sander, J. W., Paul, F., Saidha, S., Villoslada, P., Wagner, S. K., Yeh, E. A., Aktas, O., Antel, J., Asgari, N., Audo, I., Avasarala, J., Avril, D., Bagnato, F. R., Banwell, B., Bar-Or, A., Behbehani, R., Manterola, A. B., Bennett, J., Benson, L., Bernard, J., Bremond-Gignac, D., Britze, J., Burton, J., Calkwood, J., Carroll, W., Chandratheva, A., Cohen, J., Comi, G., Cordano, C., Costa, S., Costello, F., Courtney, A., Cruz-Herranz, A., Cutter, G., Crabb, D., Delott, L., De Seze, J., Diem, R., Dollfuss, H., El Ayoubi, N. K., Fasser, C., Finke, C., Fischer, D., Fitzgerald, K., Fonseca, P., Frederiksen, J. L., Frohman, E., Frohman, T., Fujihara, K., Cuellar, I. G., Galetta, S., Garcia-Martin, E., Giovannoni, G., Glebauskiene, B., Suarez, I. G., P. , Jensen, G., Hamann, S., Hartung, H. -P., Havla, J., Hemmer, B., Huang, S. -C., Imitola, J., Jasinskas, V., Jiang, H., Kafieh, R., Kappos, L., Kardon, R., Keegan, D., Kildebeck, E., Kim, U. S., Klistorner, S., Knier, B., Kolbe, S., Korn, T., Krupp, L., Lagreze, W., Leocani, L., Levin, N., Liskova, P., Preiningerova, J. L., Lorenz, B., May, E., Miller, D., Mikolajczak, J., Said, S. M., Montalban, X., Morrow, M., Mowry, E., Murta, J., Navas, C., Nolan, R., Nowomiejska, K., Oertel, F. C., Oh, J., Oreja-Guevara, C., Orssaud, C., Osborne, B., Outteryck, O., Paiva, C., Palace, J., Papadopoulou, A., Patsopoulos, N., Pontikos, N., Preising, M., Prince, J., Reich, D., Rejdak, R., Ringelstein, M., Rodriguez de Antonio, L., Sahel, J. -A., Sanchez-Dalmau, B., Sastre-Garriga, J., Schippling, S., Schuman, J., Shindler, K., Shin, R., Shuey, N., Soelberg, K., Specovius, S., Suppiej, A., Thompson, A., Toosy, A., Torres, R., Touitou, V., Trauzettel-Klosinski, S., van der Walt, A., Vermersch, P., Vidal-Jordana, A., Waldman, A. T., Waters, C., Wheeler, R., White, O., Wilhelm, H., Winges, K. M., Wiegerinck, N., Wiehe, L., Wisnewski, T., Wong, S., Wurfel, J., Yaghi, S., You, Y., Yu, Z., Yu-Wai-Man, P., Zemaitien≐, R., and Zimmermann, H.
Subjects: 0301 basic medicine, Big Data, medicine.medical_specialty, Neurology, media_common.quotation_subject, Big data, MEDLINE, Reviews, Socio-culturale, Neurosciences. Biological psychiatry. Neuropsychiatry, Review, Public domain, Retina, Cohort Studies, 03 medical and health sciences, Annotation, 0302 clinical medicine, Artificial Intelligence, medicine, Humans, Quality (business), RC346-429, Tomography, media_common, Image pattern recognition, business.industry, General Neuroscience, Nervous System Diseases, Tomography, Optical Coherence, Algorithms, 030104 developmental biology, Optical Coherence, Imaging technology, RC0321, Neurology. Diseases of the nervous system, Neurology (clinical), Artificial intelligence, sense organs, business, 030217 neurology & neurosurgery, RC321-571
Abstract: Artificial intelligence (AI)‐based diagnostic algorithms have achieved ambitious aims through automated image pattern recognition. For neurological disorders, this includes neurodegeneration and inflammation. Scalable imaging technology for big data in neurology is optical coherence tomography (OCT). We highlight that OCT changes observed in the retina, as a window to the brain, are small, requiring rigorous quality control pipelines. There are existing tools for this purpose. Firstly, there are human‐led validated consensus quality control criteria (OSCAR‐IB) for OCT. Secondly, these criteria are embedded into OCT reporting guidelines (APOSTEL). The use of the described annotation of failed OCT scans advances machine learning. This is illustrated through the present review of the advantages and disadvantages of AI‐based applications to OCT data. The neurological conditions reviewed here for the use of big data include Alzheimer disease, stroke, multiple sclerosis (MS), Parkinson disease, and epilepsy. It is noted that while big data is relevant for AI, ownership is complex. For this reason, we also reached out to involve representatives from patient organizations and the public domain in addition to clinical and research centers. The evidence reviewed can be grouped in a five‐point expansion of the OSCAR‐IB criteria to embrace AI (OSCAR‐AI). The review concludes by specific recommendations on how this can be achieved practically and in compliance with existing guidelines.
Published: 2021

4. A gene pathway analysis highlights the role of cellular adhesion molecules in multiple sclerosis susceptibility

Author: Damotte, V, Guillot-Noel, L, Patsopoulos, N A, Madireddy, L, El Behi, M, De Jager, P L, Baranzini, S E, Cournu-Rebeix, I, and Fontaine, B
Published: 2014
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5. Bevacizumab in metastatic breast cancer: a meta-analysis of randomized controlled trials

Author: Valachis, A., Polyzos, N. P., Patsopoulos, N. Α., Georgoulias, V., Mavroudis, D., and Mauri, D.
Published: 2010
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6. Industry sponsorship and selection of comparators in randomized clinical trials

Author: Lathyris, D. N., Patsopoulos, N. A., Salanti, G., and Ioannidis, J. P. A.
Published: 2010

7. Low-frequency and rare-coding variation contributes to multiple sclerosis risk

Author: Consortium, I, Mitrovič, M, Patsopoulos, N, Beecham, A, Van Duijn, C, Karpe, F, and al., Et
Abstract: Multiple sclerosis is a complex neurological disease, with ∼20% of risk heritability attributable to common genetic variants, including >230 identified by genome-wide association studies. Multiple strands of evidence suggest that much of the remaining heritability is also due to additive effects of common variants rather than epistasis between these variants or mutations exclusive to individual families. Here, we show in 68,379 cases and controls that up to 5% of this heritability is explained by low-frequency variation in gene coding sequence. We identify four novel genes driving MS risk independently of common-variant signals, highlighting key pathogenic roles for regulatory T cell homeostasis and regulation, IFNγ biology, and NFκB signaling. As low-frequency variants do not show substantial linkage disequilibrium with other variants, and as coding variants are more interpretable and experimentally tractable than non-coding variation, our discoveries constitute a rich resource for dissecting the pathobiology of MS.
Published: 2019

8. The genetic diversity of multiple sclerosis risk among Hispanic and African American populations living in the United States

Author: Beecham, AH, primary, Amezcua, L, additional, Chinea, A, additional, Manrique, CP, additional, Rubi, C, additional, Isobe, N, additional, Lund, BT, additional, Santaniello, A, additional, Beecham, GW, additional, Burchard, EG, additional, Comabella, M, additional, Patsopoulos, N, additional, Fitzgerald, K, additional, Calabresi, PA, additional, De Jager, P, additional, Conti, DV, additional, Delgado, SR, additional, Oksenberg, JR, additional, and McCauley, JL, additional
Published: 2019
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9. Genome-wide Analyses Identify KIF5A as a Novel ALS Gene

Author: Nicolas, A, Kenna, K, Renton, A, Ticozzi, N, Faghri, F, Chia, R, Dominov, J, Kenna, B, Nalls, M, Keagle, P, Rivera, A, van Rheenen, W, Murphy, N, van Vugt, J, Geiger, J, van der Spek, R, Pliner, H, Shankaracharya, N, Smith, B, Marangi, G, Topp, S, Abramzon, Y, Gkazi, A, Eicher, J, Kenna, A, Logullo, F, Simone, I, Logroscino, G, Salvi, F, Bartolomei, I, Borghero, G, Murru, M, Costantino, E, Pani, C, Puddu, R, Caredda, C, Piras, V, Tranquilli, S, Cuccu, S, Corongiu, D, Melis, M, Milia, A, Marrosu, F, Marrosu, M, Floris, G, Cannas, A, Capasso, M, Caponnetto, C, Mancardi, G, Origone, P, Mandich, P, Conforti, F, Cavallaro, S, Mora, G, Marinou, K, Sideri, R, Penco, S, Mosca, L, Lunetta, C, Pinter, G, Corbo, M, Riva, N, Carrera, P, Volanti, P, Mandrioli, J, Fini, N, Fasano, A, Tremolizzo, L, Arosio, A, Ferrarese, C, Trojsi, F, Tedeschi, G, Monsurrò, M, Piccirillo, G, Femiano, C, Ticca, A, Ortu, E, La Bella, V, Spataro, R, Colletti, T, Sabatelli, M, Zollino, M, Conte, A, Luigetti, M, Lattante, S, Santarelli, M, Petrucci, A, Pugliatti, M, Pirisi, A, Parish, L, Occhineri, P, Giannini, F, Battistini, S, Ricci, C, Benigni, M, Cau, T, Loi, D, Calvo, A, Moglia, C, Brunetti, M, Barberis, M, Restagno, G, Casale, F, Marrali, G, Fuda, G, Ossola, I, Cammarosano, S, Canosa, A, Ilardi, A, Manera, U, Grassano, M, Tanel, R, Pisano, F, Mazzini, L, Messina, S, D'Alfonso, S, Corrado, L, Ferrucci, L, Harms, M, Goldstein, D, Shneider, N, Goutman, S, Simmons, Z, Miller, T, Chandran, S, Pal, S, Manousakis, G, Appel, S, Simpson, E, Wang, L, Baloh, R, Gibson, S, Bedlack, R, Lacomis, D, Sareen, D, Sherman, A, Bruijn, L, Penny, M, Moreno, C, Kamalakaran, S, Allen, A, Boone, B, Brown, R, Carulli, J, Chesi, A, Chung, W, Cirulli, E, Cooper, G, Couthouis, J, Day-Williams, A, Dion, P, Gitler, A, Glass, J, Han, Y, Harris, T, Hayes, S, Jones, A, Keebler, J, Krueger, B, Lasseigne, B, Levy, S, Lu, Y, Maniatis, T, McKenna-Yasek, D, Myers, R, Petrovski, S, Pulst, S, Raphael, A, Ravits, J, Ren, Z, Rouleau, G, Sapp, P, Sims, K, Staropoli, J, Waite, L, Wang, Q, Wimbish, J, Xin, W, Phatnani, H, Kwan, J, Broach, J, Arcila-Londono, X, Lee, E, Van Deerlin, V, Fraenkel, E, Ostrow, L, Baas, F, Zaitlen, N, Berry, J, Malaspina, A, Fratta, P, Cox, G, Thompson, L, Finkbeiner, S, Dardiotis, E, Hornstein, E, Macgowan, D, Heiman-Patterson, T, Hammell, M, Patsopoulos, N, Dubnau, J, Nath, A, Musunuri, R, Evani, U, Abhyankar, A, Zody, M, Kaye, J, Wyman, S, Lenail, A, Lima, L, Rothstein, J, Svendsen, C, Van Eyk, J, Maragakis, N, Kolb, S, Cudkowicz, M, Baxi, E, Benatar, M, Taylor, J, Wu, G, Rampersaud, E, Wuu, J, Rademakers, R, Züchner, S, Schule, R, Mccauley, J, Hussain, S, Cooley, A, Wallace, M, Clayman, C, Barohn, R, Statland, J, Swenson, A, Jackson, C, Trivedi, J, Khan, S, Katz, J, Jenkins, L, Burns, T, Gwathmey, K, Caress, J, Mcmillan, C, Elman, L, Pioro, E, Heckmann, J, So, Y, Walk, D, Maiser, S, Zhang, J, Silani, V, Gellera, C, Ratti, A, Taroni, F, Lauria, G, Verde, F, Fogh, I, Tiloca, C, Comi, G, Sorarù, G, Cereda, C, De Marchi, F, Corti, S, Ceroni, M, Siciliano, G, Filosto, M, Inghilleri, M, Peverelli, S, Colombrita, C, Poletti, B, Maderna, L, Del Bo, R, Gagliardi, S, Querin, G, Bertolin, C, Pensato, V, Castellotti, B, Camu, W, Mouzat, K, Lumbroso, S, Corcia, P, Meininger, V, Besson, G, Lagrange, E, Clavelou, P, Guy, N, Couratier, P, Vourch, P, Danel, V, Bernard, E, Lemasson, G, Laaksovirta, H, Myllykangas, L, Jansson, L, Valori, M, Ealing, J, Hamdalla, H, Rollinson, S, Pickering-Brown, S, Orrell, R, Sidle, K, Hardy, J, Singleton, A, Johnson, J, Arepalli, S, Polak, M, Asress, S, Al-Sarraj, S, King, A, Troakes, C, Vance, C, de Belleroche, J, ten Asbroek, A, Muñoz-Blanco, J, Hernandez, D, Ding, J, Gibbs, J, Scholz, S, Floeter, M, Campbell, R, Landi, F, Bowser, R, Kirby, J, Pamphlett, R, Gerhard, G, Dunckley, T, Brady, C, Kowall, N, Troncoso, J, Le Ber, I, Kamel, F, Van Den Bosch, L, Strom, T, Meitinger, T, Shatunov, A, Van Eijk, K, de Carvalho, M, Kooyman, M, Middelkoop, B, Moisse, M, Mclaughlin, R, Van Es, M, Weber, M, Boylan, K, Van Blitterswijk, M, Morrison, K, Basak, A, Mora, J, Drory, V, Shaw, P, Turner, M, Talbot, K, Hardiman, O, Williams, K, Fifita, J, Nicholson, G, Blair, I, Esteban-Pérez, J, García-Redondo, A, Al-Chalabi, A, Al Kheifat, A, Andersen, P, Chio, A, Cooper-Knock, J, Dekker, A, Redondo, A, Gotkine, M, Hide, W, Iacoangeli, A, Kiernan, M, Landers, J, Mill, J, Neto, M, Pardina, J, Newhouse, S, Pinto, S, Pulit, S, Robberecht, W, Shaw, C, Sproviero, W, Tazelaar, G, van Damme, P, van den Berg, L, van Eijk, K, van Es, M, Veldink, J, Zatz, M, Bauer, D, Twine, N, Rogaeva, E, Zinman, L, Brice, A, Feldman, E, Ludolph, A, Weishaupt, J, Trojanowski, J, Stone, D, Tienari, P, Chiò, A, Traynor, B, Nicolas, Aude, Kenna, Kevin P., Renton, Alan E., Ticozzi, Nicola, Faghri, Faraz, Chia, Ruth, Dominov, Janice A., Kenna, Brendan J., Nalls, Mike A., Keagle, Pamela, Rivera, Alberto M., van Rheenen, Wouter, Murphy, Natalie A., van Vugt, Joke J. F. A., Geiger, Joshua T., van der Spek, Rick, Pliner, Hannah A., Shankaracharya, null, Smith, Bradley N., Marangi, Giuseppe, Topp, Simon D., Abramzon, Yevgeniya, Gkazi, Athina Soragia, Eicher, John D., Kenna, Aoife, Logullo, Francesco O., Simone, Isabella, Logroscino, Giancarlo, Salvi, Fabrizio, Bartolomei, Ilaria, Borghero, Giuseppe, Murru, Maria Rita, Costantino, Emanuela, Pani, Carla, Puddu, Roberta, Caredda, Carla, Piras, Valeria, Tranquilli, Stefania, Cuccu, Stefania, Corongiu, Daniela, Melis, Maurizio, Milia, Antonio, Marrosu, Francesco, Marrosu, Maria Giovanna, Floris, Gianluca, Cannas, Antonino, Capasso, Margherita, Caponnetto, Claudia, Mancardi, Gianluigi, Origone, Paola, Mandich, Paola, Conforti, Francesca L., Cavallaro, Sebastiano, Mora, Gabriele, Marinou, Kalliopi, Sideri, Riccardo, Penco, Silvana, Mosca, Lorena, Lunetta, Christian, Pinter, Giuseppe Lauria, Corbo, Massimo, Riva, Nilo, Carrera, Paola, Volanti, Paolo, Mandrioli, Jessica, Fini, Nicola, Fasano, Antonio, Tremolizzo, Lucio, Arosio, Alessandro, Ferrarese, Carlo, Trojsi, Francesca, Tedeschi, Gioacchino, Monsurrò, Maria Rosaria, Piccirillo, Giovanni, Femiano, Cinzia, Ticca, Anna, Ortu, Enzo, La Bella, Vincenzo, Spataro, Rossella, Colletti, Tiziana, Sabatelli, Mario, Zollino, Marcella, Conte, Amelia, Luigetti, Marco, Lattante, Serena, Santarelli, Marialuisa, Petrucci, Antonio, Pugliatti, Maura, Pirisi, Angelo, Parish, Leslie D., Occhineri, Patrizia, Giannini, Fabio, Battistini, Stefania, Ricci, Claudia, Benigni, Michele, Cau, Tea B., Loi, Daniela, Calvo, Andrea, Moglia, Cristina, Brunetti, Maura, Barberis, Marco, Restagno, Gabriella, Casale, Federico, Marrali, Giuseppe, Fuda, Giuseppe, Ossola, Irene, Cammarosano, Stefania, Canosa, Antonio, Ilardi, Antonio, Manera, Umberto, Grassano, Maurizio, Tanel, Raffaella, Pisano, Fabrizio, Mazzini, Letizia, Messina, Sonia, D'Alfonso, Sandra, Corrado, Lucia, Ferrucci, Luigi, Harms, Matthew B., Goldstein, David B., Shneider, Neil A., Goutman, Stephen, Simmons, Zachary, Miller, Timothy M., Chandran, Siddharthan, Pal, Suvankar, Manousakis, George, Appel, Stanley, Simpson, Ericka, Wang, Leo, Baloh, Robert H., Gibson, Summer, Bedlack, Richard S., Lacomis, David, Sareen, Dhruv, Sherman, Alexander, Bruijn, Lucie, Penny, Michelle, Moreno, Cristiane de Araujo Martins, Kamalakaran, Sitharthan, Allen, Andrew S., Boone, Braden E., Brown, Robert, Carulli, John P., Chesi, Alessandra, Chung, Wendy K., Cirulli, Elizabeth T., Cooper, Gregory M., Couthouis, Julien, Day-Williams, Aaron G., Dion, Patrick A., Gitler, Aaron D., Glass, Jonathan D., Han, Yujun, Harris, Tim, Hayes, Sebastian D., Jones, Angela L., Keebler, Jonathan, Krueger, Brian J., Lasseigne, Brittany N., Levy, Shawn E., Lu, Yi-Fan, Maniatis, Tom, McKenna-Yasek, Diane, Myers, Richard M., Petrovski, Slavé, Pulst, Stefan M., Raphael, Alya R., Ravits, John M., Ren, Zhong, Rouleau, Guy A., Sapp, Peter C., Sims, Katherine B., Staropoli, John F., Waite, Lindsay L., Wang, Quanli, Wimbish, Jack R., Xin, Winnie W., Phatnani, Hemali, Kwan, Justin, Broach, James R., Arcila-Londono, Ximena, Lee, Edward B., Van Deerlin, Vivianna M., Fraenkel, Ernest, Ostrow, Lyle W., Baas, Frank, Zaitlen, Noah, Berry, James D., Malaspina, Andrea, Fratta, Pietro, Cox, Gregory A., Thompson, Leslie M., Finkbeiner, Steven, Dardiotis, Efthimios, Hornstein, Eran, MacGowan, Daniel J., Heiman-Patterson, Terry, Hammell, Molly G., Patsopoulos, Nikolaos A., Dubnau, Joshua, Nath, Avindra, Musunuri, Rajeeva Lochan, Evani, Uday Shankar, Abhyankar, Avinash, Zody, Michael C., Kaye, Julia, Wyman, Stacia, LeNail, Alexander, Lima, Leandro, Rothstein, Jeffrey D., Svendsen, Clive N., Van Eyk, Jenny, Maragakis, Nicholas J., Kolb, Stephen J., Cudkowicz, Merit, Baxi, Emily, Wyman, Stacia K., Van Eyk, Jennifer E., Benatar, Michael, Taylor, J. Paul, Wu, Gang, Rampersaud, Evadnie, Wuu, Joanne, Rademakers, Rosa, Züchner, Stephan, Schule, Rebecca, McCauley, Jacob, Hussain, Sumaira, Cooley, Anne, Wallace, Marielle, Clayman, Christine, Barohn, Richard, Statland, Jeffrey, Ravits, John, Swenson, Andrea, Jackson, Carlayne, Trivedi, Jaya, Khan, Shaida, Katz, Jonathan, Jenkins, Liberty, Burns, Ted, Gwathmey, Kelly, Caress, James, McMillan, Corey, Elman, Lauren, Pioro, Erik, Heckmann, Jeannine, So, Yuen, Walk, David, Maiser, Samuel, Zhang, Jinghui, Silani, Vincenzo, Gellera, Cinzia, Ratti, Antonia, Taroni, Franco, Lauria, Giuseppe, Verde, Federico, Fogh, Isabella, Tiloca, Cinzia, Comi, Giacomo P., Sorarù, Gianni, Cereda, Cristina, De Marchi, Fabiola, Corti, Stefania, Ceroni, Mauro, Siciliano, Gabriele, Filosto, Massimiliano, Inghilleri, Maurizio, Peverelli, Silvia, Colombrita, Claudia, Poletti, Barbara, Maderna, Luca, Del Bo, Roberto, Gagliardi, Stella, Querin, Giorgia, Bertolin, Cinzia, Pensato, Viviana, Castellotti, Barbara, Camu, William, Mouzat, Kevin, Lumbroso, Serge, Corcia, Philippe, Meininger, Vincent, Besson, Gérard, Lagrange, Emmeline, Clavelou, Pierre, Guy, Nathalie, Couratier, Philippe, Vourch, Patrick, Danel, Véronique, Bernard, Emilien, Lemasson, Gwendal, Laaksovirta, Hannu, Myllykangas, Liisa, Jansson, Lilja, Valori, Miko, Ealing, John, Hamdalla, Hisham, Rollinson, Sara, Pickering-Brown, Stuart, Orrell, Richard W., Sidle, Katie C., Hardy, John, Singleton, Andrew B., Johnson, Janel O., Arepalli, Sampath, Polak, Meraida, Asress, Seneshaw, Al-Sarraj, Safa, King, Andrew, Troakes, Claire, Vance, Caroline, de Belleroche, Jacqueline, ten Asbroek, Anneloor L. M. A., Muñoz-Blanco, José Luis, Hernandez, Dena G., Ding, Jinhui, Gibbs, J. Raphael, Scholz, Sonja W., Floeter, Mary Kay, Campbell, Roy H., Landi, Francesco, Bowser, Robert, MacGowan, Daniel J. L., Kirby, Janine, Pioro, Erik P., Pamphlett, Roger, Broach, James, Gerhard, Glenn, Dunckley, Travis L., Brady, Christopher B., Kowall, Neil W., Troncoso, Juan C., Le Ber, Isabelle, Heiman-Patterson, Terry D., Kamel, Freya, Van Den Bosch, Ludo, Strom, Tim M., Meitinger, Thomas, Shatunov, Aleksey, Van Eijk, Kristel R., de Carvalho, Mamede, Kooyman, Maarten, Middelkoop, Bas, Moisse, Mattieu, McLaughlin, Russell L., Van Es, Michael A., Weber, Markus, Boylan, Kevin B., Van Blitterswijk, Marka, Morrison, Karen E., Basak, A. Nazli, Mora, Jesús S., Drory, Vivian E., Shaw, Pamela J., Turner, Martin R., Talbot, Kevin, Hardiman, Orla, Williams, Kelly L., Fifita, Jennifer A., Nicholson, Garth A., Blair, Ian P., Esteban-Pérez, Jesús, García-Redondo, Alberto, Al-Chalabi, Ammar, Al Kheifat, Ahmad, Andersen, Peter, Chio, Adriano, Cooper-Knock, Jonathan, Dekker, Annelot, Drory, Vivian, Redondo, Alberto Garcia, Gotkine, Marc, Hide, Winston, Iacoangeli, Alfredo, Glass, Jonathan, Kenna, Kevin, Kiernan, Matthew, Landers, John, McLaughlin, Russell, Mill, Jonathan, Neto, Miguel Mitne, Pardina, Jesus Mora, Morrison, Karen, Newhouse, Stephen, Pinto, Susana, Pulit, Sara, Robberecht, Wim, Shaw, Pamela, Shaw, Chris, Sproviero, William, Tazelaar, Gijs, van Damme, Philip, van den Berg, Leonard, van Eijk, Kristel, van Es, Michael, van Vugt, Joke, Veldink, Jan, Zatz, Mayana, Bauer, Denis C., Twine, Natalie A., Rogaeva, Ekaterina, Zinman, Lorne, Brice, Alexis, Goutman, Stephen A., Feldman, Eva L., Gibson, Summer B., Ludolph, Albert C., Andersen, Peter M., Weishaupt, Jochen H., Trojanowski, John Q., Brown, Robert H., van den Berg, Leonard H., Veldink, Jan H., Stone, David J., Tienari, Pentti, Chiò, Adriano, Shaw, Christopher E., Traynor, Bryan J., Landers, John E., Nicolas, A, Kenna, K, Renton, A, Ticozzi, N, Faghri, F, Chia, R, Dominov, J, Kenna, B, Nalls, M, Keagle, P, Rivera, A, van Rheenen, W, Murphy, N, van Vugt, J, Geiger, J, van der Spek, R, Pliner, H, Shankaracharya, N, Smith, B, Marangi, G, Topp, S, Abramzon, Y, Gkazi, A, Eicher, J, Kenna, A, Logullo, F, Simone, I, Logroscino, G, Salvi, F, Bartolomei, I, Borghero, G, Murru, M, Costantino, E, Pani, C, Puddu, R, Caredda, C, Piras, V, Tranquilli, S, Cuccu, S, Corongiu, D, Melis, M, Milia, A, Marrosu, F, Marrosu, M, Floris, G, Cannas, A, Capasso, M, Caponnetto, C, Mancardi, G, Origone, P, Mandich, P, Conforti, F, Cavallaro, S, Mora, G, Marinou, K, Sideri, R, Penco, S, Mosca, L, Lunetta, C, Pinter, G, Corbo, M, Riva, N, Carrera, P, Volanti, P, Mandrioli, J, Fini, N, Fasano, A, Tremolizzo, L, Arosio, A, Ferrarese, C, Trojsi, F, Tedeschi, G, Monsurrò, M, Piccirillo, G, Femiano, C, Ticca, A, Ortu, E, La Bella, V, Spataro, R, Colletti, T, Sabatelli, M, Zollino, M, Conte, A, Luigetti, M, Lattante, S, Santarelli, M, Petrucci, A, Pugliatti, M, Pirisi, A, Parish, L, Occhineri, P, Giannini, F, Battistini, S, Ricci, C, Benigni, M, Cau, T, Loi, D, Calvo, A, Moglia, C, Brunetti, M, Barberis, M, Restagno, G, Casale, F, Marrali, G, Fuda, G, Ossola, I, Cammarosano, S, Canosa, A, Ilardi, A, Manera, U, Grassano, M, Tanel, R, Pisano, F, Mazzini, L, Messina, S, D'Alfonso, S, Corrado, L, Ferrucci, L, Harms, M, Goldstein, D, Shneider, N, Goutman, S, Simmons, Z, Miller, T, Chandran, S, Pal, S, Manousakis, G, Appel, S, Simpson, E, Wang, L, Baloh, R, Gibson, S, Bedlack, R, Lacomis, D, Sareen, D, Sherman, A, Bruijn, L, Penny, M, Moreno, C, Kamalakaran, S, Allen, A, Boone, B, Brown, R, Carulli, J, Chesi, A, Chung, W, Cirulli, E, Cooper, G, Couthouis, J, Day-Williams, A, Dion, P, Gitler, A, Glass, J, Han, Y, Harris, T, Hayes, S, Jones, A, Keebler, J, Krueger, B, Lasseigne, B, Levy, S, Lu, Y, Maniatis, T, McKenna-Yasek, D, Myers, R, Petrovski, S, Pulst, S, Raphael, A, Ravits, J, Ren, Z, Rouleau, G, Sapp, P, Sims, K, Staropoli, J, Waite, L, Wang, Q, Wimbish, J, Xin, W, Phatnani, H, Kwan, J, Broach, J, Arcila-Londono, X, Lee, E, Van Deerlin, V, Fraenkel, E, Ostrow, L, Baas, F, Zaitlen, N, Berry, J, Malaspina, A, Fratta, P, Cox, G, Thompson, L, Finkbeiner, S, Dardiotis, E, Hornstein, E, Macgowan, D, Heiman-Patterson, T, Hammell, M, Patsopoulos, N, Dubnau, J, Nath, A, Musunuri, R, Evani, U, Abhyankar, A, Zody, M, Kaye, J, Wyman, S, Lenail, A, Lima, L, Rothstein, J, Svendsen, C, Van Eyk, J, Maragakis, N, Kolb, S, Cudkowicz, M, Baxi, E, Benatar, M, Taylor, J, Wu, G, Rampersaud, E, Wuu, J, Rademakers, R, Züchner, S, Schule, R, Mccauley, J, Hussain, S, Cooley, A, Wallace, M, Clayman, C, Barohn, R, Statland, J, Swenson, A, Jackson, C, Trivedi, J, Khan, S, Katz, J, Jenkins, L, Burns, T, Gwathmey, K, Caress, J, Mcmillan, C, Elman, L, Pioro, E, Heckmann, J, So, Y, Walk, D, Maiser, S, Zhang, J, Silani, V, Gellera, C, Ratti, A, Taroni, F, Lauria, G, Verde, F, Fogh, I, Tiloca, C, Comi, G, Sorarù, G, Cereda, C, De Marchi, F, Corti, S, Ceroni, M, Siciliano, G, Filosto, M, Inghilleri, M, Peverelli, S, Colombrita, C, Poletti, B, Maderna, L, Del Bo, R, Gagliardi, S, Querin, G, Bertolin, C, Pensato, V, Castellotti, B, Camu, W, Mouzat, K, Lumbroso, S, Corcia, P, Meininger, V, Besson, G, Lagrange, E, Clavelou, P, Guy, N, Couratier, P, Vourch, P, Danel, V, Bernard, E, Lemasson, G, Laaksovirta, H, Myllykangas, L, Jansson, L, Valori, M, Ealing, J, Hamdalla, H, Rollinson, S, Pickering-Brown, S, Orrell, R, Sidle, K, Hardy, J, Singleton, A, Johnson, J, Arepalli, S, Polak, M, Asress, S, Al-Sarraj, S, King, A, Troakes, C, Vance, C, de Belleroche, J, ten Asbroek, A, Muñoz-Blanco, J, Hernandez, D, Ding, J, Gibbs, J, Scholz, S, Floeter, M, Campbell, R, Landi, F, Bowser, R, Kirby, J, Pamphlett, R, Gerhard, G, Dunckley, T, Brady, C, Kowall, N, Troncoso, J, Le Ber, I, Kamel, F, Van Den Bosch, L, Strom, T, Meitinger, T, Shatunov, A, Van Eijk, K, de Carvalho, M, Kooyman, M, Middelkoop, B, Moisse, M, Mclaughlin, R, Van Es, M, Weber, M, Boylan, K, Van Blitterswijk, M, Morrison, K, Basak, A, Mora, J, Drory, V, Shaw, P, Turner, M, Talbot, K, Hardiman, O, Williams, K, Fifita, J, Nicholson, G, Blair, I, Esteban-Pérez, J, García-Redondo, A, Al-Chalabi, A, Al Kheifat, A, Andersen, P, Chio, A, Cooper-Knock, J, Dekker, A, Redondo, A, Gotkine, M, Hide, W, Iacoangeli, A, Kiernan, M, Landers, J, Mill, J, Neto, M, Pardina, J, Newhouse, S, Pinto, S, Pulit, S, Robberecht, W, Shaw, C, Sproviero, W, Tazelaar, G, van Damme, P, van den Berg, L, van Eijk, K, van Es, M, Veldink, J, Zatz, M, Bauer, D, Twine, N, Rogaeva, E, Zinman, L, Brice, A, Feldman, E, Ludolph, A, Weishaupt, J, Trojanowski, J, Stone, D, Tienari, P, Chiò, A, Traynor, B, Nicolas, Aude, Kenna, Kevin P., Renton, Alan E., Ticozzi, Nicola, Faghri, Faraz, Chia, Ruth, Dominov, Janice A., Kenna, Brendan J., Nalls, Mike A., Keagle, Pamela, Rivera, Alberto M., van Rheenen, Wouter, Murphy, Natalie A., van Vugt, Joke J. F. A., Geiger, Joshua T., van der Spek, Rick, Pliner, Hannah A., Shankaracharya, null, Smith, Bradley N., Marangi, Giuseppe, Topp, Simon D., Abramzon, Yevgeniya, Gkazi, Athina Soragia, Eicher, John D., Kenna, Aoife, Logullo, Francesco O., Simone, Isabella, Logroscino, Giancarlo, Salvi, Fabrizio, Bartolomei, Ilaria, Borghero, Giuseppe, Murru, Maria Rita, Costantino, Emanuela, Pani, Carla, Puddu, Roberta, Caredda, Carla, Piras, Valeria, Tranquilli, Stefania, Cuccu, Stefania, Corongiu, Daniela, Melis, Maurizio, Milia, Antonio, Marrosu, Francesco, Marrosu, Maria Giovanna, Floris, Gianluca, Cannas, Antonino, Capasso, Margherita, Caponnetto, Claudia, Mancardi, Gianluigi, Origone, Paola, Mandich, Paola, Conforti, Francesca L., Cavallaro, Sebastiano, Mora, Gabriele, Marinou, Kalliopi, Sideri, Riccardo, Penco, Silvana, Mosca, Lorena, Lunetta, Christian, Pinter, Giuseppe Lauria, Corbo, Massimo, Riva, Nilo, Carrera, Paola, Volanti, Paolo, Mandrioli, Jessica, Fini, Nicola, Fasano, Antonio, Tremolizzo, Lucio, Arosio, Alessandro, Ferrarese, Carlo, Trojsi, Francesca, Tedeschi, Gioacchino, Monsurrò, Maria Rosaria, Piccirillo, Giovanni, Femiano, Cinzia, Ticca, Anna, Ortu, Enzo, La Bella, Vincenzo, Spataro, Rossella, Colletti, Tiziana, Sabatelli, Mario, Zollino, Marcella, Conte, Amelia, Luigetti, Marco, Lattante, Serena, Santarelli, Marialuisa, Petrucci, Antonio, Pugliatti, Maura, Pirisi, Angelo, Parish, Leslie D., Occhineri, Patrizia, Giannini, Fabio, Battistini, Stefania, Ricci, Claudia, Benigni, Michele, Cau, Tea B., Loi, Daniela, Calvo, Andrea, Moglia, Cristina, Brunetti, Maura, Barberis, Marco, Restagno, Gabriella, Casale, Federico, Marrali, Giuseppe, Fuda, Giuseppe, Ossola, Irene, Cammarosano, Stefania, Canosa, Antonio, Ilardi, Antonio, Manera, Umberto, Grassano, Maurizio, Tanel, Raffaella, Pisano, Fabrizio, Mazzini, Letizia, Messina, Sonia, D'Alfonso, Sandra, Corrado, Lucia, Ferrucci, Luigi, Harms, Matthew B., Goldstein, David B., Shneider, Neil A., Goutman, Stephen, Simmons, Zachary, Miller, Timothy M., Chandran, Siddharthan, Pal, Suvankar, Manousakis, George, Appel, Stanley, Simpson, Ericka, Wang, Leo, Baloh, Robert H., Gibson, Summer, Bedlack, Richard S., Lacomis, David, Sareen, Dhruv, Sherman, Alexander, Bruijn, Lucie, Penny, Michelle, Moreno, Cristiane de Araujo Martins, Kamalakaran, Sitharthan, Allen, Andrew S., Boone, Braden E., Brown, Robert, Carulli, John P., Chesi, Alessandra, Chung, Wendy K., Cirulli, Elizabeth T., Cooper, Gregory M., Couthouis, Julien, Day-Williams, Aaron G., Dion, Patrick A., Gitler, Aaron D., Glass, Jonathan D., Han, Yujun, Harris, Tim, Hayes, Sebastian D., Jones, Angela L., Keebler, Jonathan, Krueger, Brian J., Lasseigne, Brittany N., Levy, Shawn E., Lu, Yi-Fan, Maniatis, Tom, McKenna-Yasek, Diane, Myers, Richard M., Petrovski, Slavé, Pulst, Stefan M., Raphael, Alya R., Ravits, John M., Ren, Zhong, Rouleau, Guy A., Sapp, Peter C., Sims, Katherine B., Staropoli, John F., Waite, Lindsay L., Wang, Quanli, Wimbish, Jack R., Xin, Winnie W., Phatnani, Hemali, Kwan, Justin, Broach, James R., Arcila-Londono, Ximena, Lee, Edward B., Van Deerlin, Vivianna M., Fraenkel, Ernest, Ostrow, Lyle W., Baas, Frank, Zaitlen, Noah, Berry, James D., Malaspina, Andrea, Fratta, Pietro, Cox, Gregory A., Thompson, Leslie M., Finkbeiner, Steven, Dardiotis, Efthimios, Hornstein, Eran, MacGowan, Daniel J., Heiman-Patterson, Terry, Hammell, Molly G., Patsopoulos, Nikolaos A., Dubnau, Joshua, Nath, Avindra, Musunuri, Rajeeva Lochan, Evani, Uday Shankar, Abhyankar, Avinash, Zody, Michael C., Kaye, Julia, Wyman, Stacia, LeNail, Alexander, Lima, Leandro, Rothstein, Jeffrey D., Svendsen, Clive N., Van Eyk, Jenny, Maragakis, Nicholas J., Kolb, Stephen J., Cudkowicz, Merit, Baxi, Emily, Wyman, Stacia K., Van Eyk, Jennifer E., Benatar, Michael, Taylor, J. 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Abstract: To identify novel genes associated with ALS, we undertook two lines of investigation. We carried out a genome-wide association study comparing 20,806 ALS cases and 59,804 controls. Independently, we performed a rare variant burden analysis comparing 1,138 index familial ALS cases and 19,494 controls. Through both approaches, we identified kinesin family member 5A (KIF5A) as a novel gene associated with ALS. Interestingly, mutations predominantly in the N-terminal motor domain of KIF5A are causative for two neurodegenerative diseases: hereditary spastic paraplegia (SPG10) and Charcot-Marie-Tooth type 2 (CMT2). In contrast, ALS-associated mutations are primarily located at the C-terminal cargo-binding tail domain and patients harboring loss-of-function mutations displayed an extended survival relative to typical ALS cases. Taken together, these results broaden the phenotype spectrum resulting from mutations in KIF5A and strengthen the role of cytoskeletal defects in the pathogenesis of ALS. Using a large-scale genome-wide association study and exome sequencing, we identified KIF5A as a novel gene associated with ALS. Our data broaden the phenotype resulting from mutations in KIF5A and highlight the importance of cytoskeletal defects in the pathogenesis of ALS.
Published: 2018

10. Analysis of shared heritability in common disorders of the brain

Author: Anttila, V, Bulik-Sullivan, B, Finucane, H, Walters, R, Bras, J, Duncan, L, Escott-Price, V, Falcone, G, Gormley, P, Malik, R, Patsopoulos, N, Ripke, S, Wei, Z, Yu, D, Lee, P, Turley, P, Grenier-Boley, B, Chouraki, V, Kamatani, Y, Berr, C, Letenneur, L, Hannequin, D, Amouyel, P, Boland, A, Deleuze, J, Duron, E, Vardarajan, B, Reitz, C, Goate, A, Huentelman, M, Ilyas Kamboh, M, Larson, E, Rogaeva, E, George-Hyslop, P, Hakonarson, H, Kukull, W, Farrer, L, Barnes, L, Beach, T, Yesim Demirci, F, Head, E, Hulette, C, Jicha, G, Kauwe, J, Kaye, J, Leverenz, J, Levey, A, Lieberman, A, Pankratz, V, Poon, W, Quinn, J, Saykin, A, Schneider, L, Smith, A, Sonnen, J, Stern, R, Van Deerlin, V, Van Eldik, L, Harold, D, Russo, G, Rubinsztein, D, Bayer, A, Tsolaki, M, Proitsi, P, Fox, N, Hampel, H, Owen, M, Mead, S, Passmore, P, Morgan, K, Nöthen, M, Rossor, M, Lupton, M, Hoffmann, P, Kornhuber, J, Lawlor, B, Mcquillin, A, Al-Chalabi, A, Bis, J, Ruiz, A, Boada, M, Seshadri, S, Beiser, A, Rice, 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H., Lehtimäki, Terho, Wedenoja, Juho, Buring, Julie E., Schürks, Markus, Hrafnsdottir, Maria, Hottenga, Jouke-Jan, Penninx, Brenda, Artto, Ville, Kaunisto, Mari, Vepsäläinen, Salli, Martin, Nicholas G., Montgomery, Grant W., Kurki, Mitja I., Hämäläinen, Eija, Huang, Hailiang, Huang, Jie, Sandor, Cynthia, Webber, Caleb, Muller-Myhsok, Bertram, Schreiber, Stefan, Salomaa, Veikko, Loehrer, Elizabeth, Göbel, Hartmut, Macaya, Alfons, Pozo-Rosich, Patricia, Hansen, Thomas, Werge, Thomas, Kaprio, Jaakko, Metspalu, Andres, Kubisch, Christian, Ferrari, Michel D., Belin, Andrea C., Van Den Maagdenberg, Arn M. J. M., Zwart, John-Anker, Boomsma, Dorret, Eriksson, Nicholas, Olesen, Jes, Chasman, Daniel I., Nyholt, Dale R., Avbersek, Andreja, Baum, Larry, Berkovic, Samuel, Bradfield, Jonathan, Buono, Russell, Catarino, Claudia B., Cossette, Patrick, De Jonghe, Peter, Depondt, Chantal, Dlugos, Dennis, Ferraro, Thomas N., French, Jacqueline, Hjalgrim, Helle, Jamnadas-Khoda, Jennifer, Kälviäinen, Reetta, Kunz, Wolfram S., Lerche, Holger, Leu, Costin, Lindhout, Dick, Lo, Warren, Lowenstein, Daniel, McCormack, Mark, Møller, Rikke S., Molloy, Anne, Ng, Ping-Wing, Oliver, Karen, Privitera, Michael, Radtke, Rodney, Ruppert, Ann-Kathrin, Sander, Thomas, Schachter, Steven, Schankin, Christoph, Scheffer, Ingrid, Schoch, Susanne, Sisodiya, Sanjay M., Smith, Philip, Sperling, Michael, Striano, Pasquale, Surges, Rainer, Neil Thomas, G., Visscher, Frank, Whelan, Christopher D., Zara, Federico, Heinzen, Erin L., Marson, Anthony, Becker, Felicitas, Stroink, Hans, Zimprich, Fritz, Gasser, Thomas, Gibbs, Raphael, Heutink, Peter, Martinez, Maria, Morris, Huw R., Sharma, Manu, Ryten, Mina, Mok, Kin Y., Pulit, Sara, Bevan, Steve, Holliday, Elizabeth, Attia, John, Battey, Thomas, BONCORAGLIO, GIORGIO BATTISTA, Thijs, Vincent, Chen, Wei-Min, Mitchell, Braxton, Rothwell, Peter, Sharma, Pankaj, Sudlow, Cathie, Vicente, Astrid, Markus, Hugh, Kourkoulis, Christina, Pera, Joana, Raffeld, Miriam, Silliman, Scott, Perica, Vesna Boraska, Thornton, Laura M., Huckins, Laura M., William Rayner, N., Lewis, Cathryn M., Gratacos, Monica, Rybakowski, Filip, Keski-Rahkonen, Anna, Raevuori, Anu, Hudson, James I., Reichborn-Kjennerud, Ted, Monteleone, Palmiero, Karwautz, Andreas, Mannik, Katrin, Baker, Jessica H., O'Toole, Julie K., Trace, Sara E., Davis, Oliver S. 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D., Crosbie, Jennifer, Schachar, Russell, Loo, Sandra K., McGough, James J., Grevet, Eugenio H., Medland, Sarah E., Robinson, Elise, Weiss, Lauren A., Bacchelli, Elena, Bailey, Anthony, Bal, Vanessa, Battaglia, Agatino, Betancur, Catalina, Bolton, Patrick, Cantor, Rita, Celestino-Soper, Patrícia, Dawson, Geraldine, De Rubeis, Silvia, Duque, Frederico, Green, Andrew, Klauck, Sabine M., Leboyer, Marion, Levitt, Pat, Maestrini, Elena, Mane, Shrikant, Moreno-De-Luca, Daniel, Parr, Jeremy, Regan, Regina, Reichenberg, Abraham, Sandin, Sven, Vorstman, Jacob, Wassink, Thomas, Wijsman, Ellen, Cook, Edwin, Santangelo, Susan, Delorme, Richard, Roge, Bernadette, Magalhaes, Tiago, Arking, Dan, Schulze, Thomas G., Thompson, Robert C., Strohmaier, Jana, Matthews, Keith, Melle, Ingrid, Morris, Derek, Blackwood, Douglas, McIntosh, Andrew, Bergen, Sarah E., Schalling, Martin, Jamain, Stéphane, Maaser, Anna, Fischer, Sascha B., Reinbold, Céline S., Fullerton, Janice M., Guzman-Parra, José, Mayoral, Fermin, Schofield, Peter R., Cichon, Sven, Mühleisen, Thomas W., Degenhardt, Franziska, Schumacher, Johannes, Bauer, Michael, Mitchell, Philip B., Gershon, Elliot S., Rice, John, Potash, James B., Zandi, Peter P., Craddock, Nick, Nicol Ferrier, I., Alda, Martin, Rouleau, Guy A., Turecki, Gustavo, Ophoff, Roel, Pato, Carlos, Anjorin, Adebayo, Stahl, Eli, Leber, Markus, Czerski, Piotr M., Cruceanu, Cristiana, Jones, Ian R., Posthuma, Danielle, Andlauer, Till F. M., Forstner, Andreas J., Streit, Fabian, Baune, Bernhard T., Air, Tracy, Sinnamon, Grant, Wray, Naomi R., MacIntyre, Donald J., Porteous, David, Homuth, Georg, Rivera, Margarita, Grove, Jakob, Middeldorp, Christel M., Hickie, Ian, Pergadia, Michele, Mehta, Divya, Smit, Johannes H., Jansen, Rick, De Geus, Eco, Dunn, Erin, Li, Qingqin S., Nauck, Matthias, Schoevers, Robert A., Beekman, Aartjan TF, Knowles, James A., Viktorin, Alexander, Arnold, Paul, Barr, Cathy L., Bedoya-Berrio, Gabriel, Joseph Bienvenu, O., Brentani, Helena, Burton, Christie, Camarena, Beatriz, Cappi, Carolina, Cath, Danielle, Cavallini, Maria, Cusi, Daniele, Darrow, Sabrina, Denys, Damiaan, Derks, Eske M., Dietrich, Andrea, Fernandez, Thomas, Figee, Martijn, Freimer, Nelson, Gerber, Gloria, Grados, Marco, Greenberg, Erica, Hanna, Gregory L., Hartmann, Andreas, Hirschtritt, Matthew E., Hoekstra, Pieter J., Huang, Alden, Huyser, Chaim, Illmann, Cornelia, Jenike, Michael, Kuperman, Samuel, Leventhal, Bennett, Lochner, Christine, Lyon, Gholson J., Macciardi, Fabio, Madruga-Garrido, Marcos, Malaty, Irene A., Maras, Athanasios, McGrath, Lauren, Miguel, Eurípedes C., Mir, Pablo, Nestadt, Gerald, Nicolini, Humberto, Okun, Michael S., Pakstis, Andrew, Paschou, Peristera, Piacentini, John, Pittenger, Christopher, Plessen, Kerstin, Ramensky, Vasily, Ramos, Eliana M., Reus, Victor, Richter, Margaret A., Riddle, Mark A., Robertson, Mary M., Roessner, Veit, Rosário, Maria, Samuels, Jack F., Sandor, Paul, Stein, Dan J., Tsetsos, Fotis, Van Nieuwerburgh, Filip, Weatherall, Sarah, Wendland, Jens R., Wolanczyk, Tomasz, Worbe, Yulia, Zai, Gwyneth, Goes, Fernando S., McLaughlin, Nicole, Nestadt, Paul S., Grabe, Hans-Jorgen, Depienne, Christel, Konkashbaev, Anuar, Lanzagorta, Nuria, Valencia-Duarte, Ana, Bramon, Elvira, Buccola, Nancy, Cahn, Wiepke, Cairns, Murray, Chong, Siow A., Cohen, David, Crespo-Facorro, Benedicto, Crowley, James, Davidson, Michael, DeLisi, Lynn, Dinan, Timothy, Donohoe, Gary, Drapeau, Elodie, Duan, Jubao, Haan, Lieuwe, Hougaard, David, Karachanak-Yankova, Sena, Khrunin, Andrey, Klovins, Janis, Kučinskas, Vaidutis, Keong, Jimmy Lee Chee, Limborska, Svetlana, Loughland, Carmel, Lönnqvist, Jouko, Maher, Brion, Mattheisen, Manuel, McDonald, Colm, Murphy, Kieran C., Nenadic, Igor, Van Os, Jim, Pantelis, Christos, Pato, Michele, Petryshen, Tracey, Quested, Digby, Roussos, Panos, Sanders, Alan R., Schall, Ulrich, Schwab, Sibylle G., Sim, Kang, So, Hon-Cheong, Stögmann, Elisabeth, Subramaniam, Mythily, Toncheva, Draga, Waddington, John, Walters, James, Weiser, Mark, Cheng, Wei, Cloninger, Robert, Curtis, David, Gejman, Pablo V., Henskens, Frans, Mattingsdal, Morten, Oh, Sang-Yun, Scott, Rodney, Webb, Bradley, Breen, Gerome, Churchhouse, Claire, Bulik, Cynthia M., Daly, Mark, Dichgans, Martin, Faraone, Stephen V., Guerreiro, Rita, Holmans, Peter, Kendler, Kenneth S., Koeleman, Bobby, Mathews, Carol A., Price, Alkes, Scharf, Jeremiah, Sklar, Pamela, Williams, Julie, Wood, Nicholas W., Cotsapas, Chris, Palotie, Aarno, Smoller, Jordan W., Sullivan, Patrick, Rosand, Jonathan, Corvin, Aiden, Neale, Benjamin M., Anttila, V, Bulik-Sullivan, B, Finucane, H, Walters, R, Bras, J, Duncan, L, Escott-Price, V, Falcone, G, Gormley, P, Malik, R, Patsopoulos, N, Ripke, S, Wei, Z, Yu, D, Lee, P, Turley, P, Grenier-Boley, B, Chouraki, V, Kamatani, Y, Berr, C, Letenneur, L, Hannequin, D, Amouyel, P, Boland, A, Deleuze, J, Duron, E, Vardarajan, B, Reitz, C, Goate, A, Huentelman, M, Ilyas Kamboh, M, Larson, E, Rogaeva, E, George-Hyslop, P, Hakonarson, H, Kukull, W, Farrer, L, Barnes, L, Beach, T, Yesim Demirci, F, Head, E, Hulette, C, Jicha, G, Kauwe, J, Kaye, J, Leverenz, J, Levey, A, Lieberman, A, Pankratz, V, Poon, W, Quinn, J, Saykin, A, Schneider, L, Smith, A, Sonnen, J, Stern, R, Van Deerlin, V, Van Eldik, L, Harold, D, Russo, G, Rubinsztein, D, Bayer, A, Tsolaki, M, Proitsi, P, Fox, N, Hampel, H, Owen, M, Mead, S, Passmore, P, Morgan, K, Nöthen, M, Rossor, M, Lupton, M, Hoffmann, P, Kornhuber, J, Lawlor, B, Mcquillin, A, Al-Chalabi, A, Bis, J, Ruiz, A, Boada, M, Seshadri, S, Beiser, A, Rice, K, Van Der Lee, S, De Jager, P, Geschwind, D, Riemenschneider, M, Riedel-Heller, S, Rotter, J, Ransmayr, G, Hyman, B, Cruchaga, C, Alegret, M, Winsvold, B, Palta, P, Farh, K, Cuenca-Leon, E, Furlotte, N, Kurth, T, Ligthart, L, Terwindt, G, Freilinger, T, Ran, C, Gordon, S, Borck, G, Adams, H, Lehtimäki, T, Wedenoja, J, Buring, J, Schürks, M, Hrafnsdottir, M, Hottenga, J, Penninx, B, Artto, V, Kaunisto, M, Vepsäläinen, S, Martin, N, Montgomery, G, Kurki, M, Hämäläinen, E, Huang, H, Huang, J, Sandor, C, Webber, C, Muller-Myhsok, B, Schreiber, S, Salomaa, V, Loehrer, E, Göbel, H, Macaya, A, Pozo-Rosich, P, Hansen, T, Werge, T, Kaprio, J, Metspalu, A, Kubisch, C, Ferrari, M, Belin, A, Van Den Maagdenberg, A, Zwart, J, Boomsma, D, Eriksson, N, Olesen, J, Chasman, D, Nyholt, D, Avbersek, A, Baum, L, Berkovic, S, Bradfield, J, Buono, R, Catarino, C, Cossette, P, De Jonghe, P, Depondt, C, Dlugos, D, Ferraro, T, French, J, Hjalgrim, H, Jamnadas-Khoda, J, Kälviäinen, R, Kunz, W, Lerche, H, Leu, C, Lindhout, D, Lo, W, Lowenstein, D, Mccormack, M, Møller, R, Molloy, A, Ng, P, Oliver, K, Privitera, M, Radtke, R, Ruppert, A, Sander, T, Schachter, S, Schankin, C, Scheffer, I, Schoch, S, Sisodiya, S, Smith, P, Sperling, M, Striano, P, Surges, R, Neil Thomas, G, Visscher, F, Whelan, C, Zara, F, Heinzen, E, Marson, A, Becker, F, Stroink, H, Zimprich, F, Gasser, T, Gibbs, R, Heutink, P, Martinez, M, Morris, H, Sharma, M, Ryten, M, Mok, K, Pulit, S, Bevan, S, Holliday, E, Attia, J, Battey, T, Boncoraglio, G, Thijs, V, Chen, W, Mitchell, B, Rothwell, P, Sharma, P, Sudlow, C, Vicente, A, Markus, H, Kourkoulis, C, Pera, J, Raffeld, M, Silliman, S, Perica, V, Thornton, L, Huckins, L, William Rayner, N, Lewis, C, Gratacos, M, Rybakowski, F, Keski-Rahkonen, A, Raevuori, A, Hudson, J, Reichborn-Kjennerud, T, Monteleone, P, Karwautz, A, Mannik, K, Baker, J, O'Toole, J, Trace, S, Davis, O, Helder, S, Ehrlich, S, Herpertz-Dahlmann, B, Danner, U, Van Elburg, A, Clementi, M, Forzan, M, Docampo, E, Lissowska, J, Hauser, J, Tortorella, A, Maj, M, Gonidakis, F, Tziouvas, K, Papezova, H, Yilmaz, Z, Wagner, G, Cohen-Woods, S, Herms, S, Julia, A, Rabionet, R, Dick, D, Ripatti, S, Andreassen, O, Espeseth, T, Lundervold, A, Steen, V, Pinto, D, Scherer, S, Aschauer, H, Schosser, A, Alfredsson, L, Padyukov, L, Halmi, K, Mitchell, J, Strober, M, Bergen, A, Kaye, W, Szatkiewicz, J, Cormand, B, Ramos-Quiroga, J, Sánchez-Mora, C, Ribasés, M, Casas, M, Hervas, A, Arranz, M, Haavik, J, Zayats, T, Johansson, S, Williams, N, Dempfle, A, Rothenberger, A, Kuntsi, J, Oades, R, Banaschewski, T, Franke, B, Buitelaar, J, Vasquez, A, Doyle, A, Reif, A, Lesch, K, Freitag, C, Rivero, O, Palmason, H, Romanos, M, Langley, K, Rietschel, M, Witt, S, Dalsgaard, S, Børglum, A, Waldman, I, Wilmot, B, Molly, N, Bau, C, Crosbie, J, Schachar, R, Loo, S, Mcgough, J, Grevet, E, Medland, S, Robinson, E, Weiss, L, Bacchelli, E, Bailey, A, Bal, V, Battaglia, A, Betancur, C, Bolton, P, Cantor, R, Celestino-Soper, P, Dawson, G, De Rubeis, S, Duque, F, Green, A, Klauck, S, Leboyer, M, Levitt, P, Maestrini, E, Mane, S, Moreno-De-Luca, D, Parr, J, Regan, R, Reichenberg, A, Sandin, S, Vorstman, J, Wassink, T, Wijsman, E, Cook, E, Santangelo, S, Delorme, R, Roge, B, Magalhaes, T, Arking, D, Schulze, T, Thompson, R, Strohmaier, J, Matthews, K, Melle, I, Morris, D, Blackwood, D, Mcintosh, A, Bergen, S, Schalling, M, Jamain, S, Maaser, A, Fischer, S, Reinbold, C, Fullerton, J, Guzman-Parra, J, Mayoral, F, Schofield, P, Cichon, S, Mühleisen, T, Degenhardt, F, Schumacher, J, Bauer, M, Mitchell, P, Gershon, E, Rice, J, Potash, J, Zandi, P, Craddock, N, Nicol Ferrier, I, Alda, M, Rouleau, G, Turecki, G, Ophoff, R, Pato, C, Anjorin, A, Stahl, E, Leber, M, Czerski, P, Cruceanu, C, Jones, I, Posthuma, D, Andlauer, T, Forstner, A, Streit, F, Baune, B, Air, T, Sinnamon, G, Wray, N, Macintyre, D, Porteous, D, Homuth, G, Rivera, M, Grove, J, Middeldorp, C, Hickie, I, Pergadia, M, Mehta, D, Smit, J, Jansen, R, De Geus, E, Dunn, E, Li, Q, Nauck, M, Schoevers, R, Beekman, A, Knowles, J, Viktorin, A, Arnold, P, Barr, C, Bedoya-Berrio, G, Joseph Bienvenu, O, Brentani, H, Burton, C, Camarena, B, Cappi, C, Cath, D, Cavallini, M, Cusi, D, Darrow, S, Denys, D, Derks, E, Dietrich, A, Fernandez, T, Figee, M, Freimer, N, Gerber, G, Grados, M, Greenberg, E, Hanna, G, Hartmann, A, Hirschtritt, M, Hoekstra, P, Huang, A, Huyser, C, Illmann, C, Jenike, M, Kuperman, S, Leventhal, B, Lochner, C, Lyon, G, Macciardi, F, Madruga-Garrido, M, Malaty, I, Maras, A, Mcgrath, L, Miguel, E, Mir, P, Nestadt, G, Nicolini, H, Okun, M, Pakstis, A, Paschou, P, Piacentini, J, Pittenger, C, Plessen, K, Ramensky, V, Ramos, E, Reus, V, Richter, M, Riddle, M, Robertson, M, Roessner, V, Rosário, M, Samuels, J, Sandor, P, Stein, D, Tsetsos, F, Van Nieuwerburgh, F, Weatherall, S, Wendland, J, Wolanczyk, T, Worbe, Y, Zai, G, Goes, F, Mclaughlin, N, Nestadt, P, Grabe, H, Depienne, C, Konkashbaev, A, Lanzagorta, N, Valencia-Duarte, A, Bramon, E, Buccola, N, Cahn, W, Cairns, M, Chong, S, Cohen, D, Crespo-Facorro, B, Crowley, J, Davidson, M, Delisi, L, Dinan, T, Donohoe, G, Drapeau, E, Duan, J, Haan, L, Hougaard, D, Karachanak-Yankova, S, Khrunin, A, Klovins, J, Kučinskas, V, Keong, J, Limborska, S, Loughland, C, Lönnqvist, J, Maher, B, Mattheisen, M, Mcdonald, C, Murphy, K, Nenadic, I, Van Os, J, Pantelis, C, Pato, M, Petryshen, T, Quested, D, Roussos, P, Sanders, A, Schall, U, Schwab, S, Sim, K, So, H, Stögmann, E, Subramaniam, M, Toncheva, D, Waddington, J, Walters, J, Weiser, M, Cheng, W, Cloninger, R, Curtis, D, Gejman, P, Henskens, F, Mattingsdal, M, Oh, S, Scott, R, Webb, B, Breen, G, Churchhouse, C, Bulik, C, Daly, M, Dichgans, M, Faraone, S, Guerreiro, R, Holmans, P, Kendler, K, Koeleman, B, Mathews, C, Price, A, Scharf, J, Sklar, P, Williams, J, Wood, N, Cotsapas, C, Palotie, A, Smoller, J, Sullivan, P, Rosand, J, Corvin, A, Neale, B, Anttila, Verneri, Bulik-Sullivan, Brendan, Finucane, Hilary K., Walters, Raymond K., Bras, Jose, Duncan, Laramie, Escott-Price, Valentina, Falcone, Guido J., Gormley, Padhraig, Malik, Rainer, Patsopoulos, Nikolaos A., Ripke, Stephan, Wei, Zhi, Yu, Dongmei, Lee, Phil H., Turley, Patrick, Grenier-Boley, Benjamin, Chouraki, Vincent, Kamatani, Yoichiro, Berr, Claudine, Letenneur, Luc, Hannequin, Didier, Amouyel, Philippe, Boland, Anne, Deleuze, Jean-François, Duron, Emmanuelle, Vardarajan, Badri N., Reitz, Christiane, Goate, Alison M., Huentelman, Matthew J., Ilyas Kamboh, M., Larson, Eric B., Rogaeva, Ekaterina, George-Hyslop, Peter St, Hakonarson, Hakon, Kukull, Walter A., Farrer, Lindsay A., Barnes, Lisa L., Beach, Thomas G., Yesim Demirci, F., Head, Elizabeth, Hulette, Christine M., Jicha, Gregory A., Kauwe, John S. K., Kaye, Jeffrey A., Leverenz, James B., Levey, Allan I., Lieberman, Andrew P., Pankratz, Vernon S., Poon, Wayne W., Quinn, Joseph F., Saykin, Andrew J., Schneider, Lon S., Smith, Amanda G., Sonnen, Joshua A., Stern, Robert A., Van Deerlin, Vivianna M., Van Eldik, Linda J., Harold, Denise, Russo, Giancarlo, Rubinsztein, David C., Bayer, Anthony, Tsolaki, Magda, Proitsi, Petra, Fox, Nick C., Hampel, Harald, Owen, Michael J., Mead, Simon, Passmore, Peter, Morgan, Kevin, Nöthen, Markus M., Rossor, Martin, Lupton, Michelle K., Hoffmann, Per, Kornhuber, Johannes, Lawlor, Brian, McQuillin, Andrew, Al-Chalabi, Ammar, Bis, Joshua C., Ruiz, Agustin, Boada, Mercè, Seshadri, Sudha, Beiser, Alexa, Rice, Kenneth, Van Der Lee, Sven J., De Jager, Philip L., Geschwind, Daniel H., Riemenschneider, Matthias, Riedel-Heller, Steffi, Rotter, Jerome I., Ransmayr, Gerhard, Hyman, Bradley T., Cruchaga, Carlos, Alegret, Montserrat, Winsvold, Bendik, Palta, Priit, Farh, Kai-How, Cuenca-Leon, Ester, Furlotte, Nicholas, Kurth, Tobias, Ligthart, Lannie, Terwindt, Gisela M., Freilinger, Tobias, Ran, Caroline, Gordon, Scott D., Borck, Guntram, Adams, Hieab H. H., Lehtimäki, Terho, Wedenoja, Juho, Buring, Julie E., Schürks, Markus, Hrafnsdottir, Maria, Hottenga, Jouke-Jan, Penninx, Brenda, Artto, Ville, Kaunisto, Mari, Vepsäläinen, Salli, Martin, Nicholas G., Montgomery, Grant W., Kurki, Mitja I., Hämäläinen, Eija, Huang, Hailiang, Huang, Jie, Sandor, Cynthia, Webber, Caleb, Muller-Myhsok, Bertram, Schreiber, Stefan, Salomaa, Veikko, Loehrer, Elizabeth, Göbel, Hartmut, Macaya, Alfons, Pozo-Rosich, Patricia, Hansen, Thomas, Werge, Thomas, Kaprio, Jaakko, Metspalu, Andres, Kubisch, Christian, Ferrari, Michel D., Belin, Andrea C., Van Den Maagdenberg, Arn M. J. M., Zwart, John-Anker, Boomsma, Dorret, Eriksson, Nicholas, Olesen, Jes, Chasman, Daniel I., Nyholt, Dale R., Avbersek, Andreja, Baum, Larry, Berkovic, Samuel, Bradfield, Jonathan, Buono, Russell, Catarino, Claudia B., Cossette, Patrick, De Jonghe, Peter, Depondt, Chantal, Dlugos, Dennis, Ferraro, Thomas N., French, Jacqueline, Hjalgrim, Helle, Jamnadas-Khoda, Jennifer, Kälviäinen, Reetta, Kunz, Wolfram S., Lerche, Holger, Leu, Costin, Lindhout, Dick, Lo, Warren, Lowenstein, Daniel, McCormack, Mark, Møller, Rikke S., Molloy, Anne, Ng, Ping-Wing, Oliver, Karen, Privitera, Michael, Radtke, Rodney, Ruppert, Ann-Kathrin, Sander, Thomas, Schachter, Steven, Schankin, Christoph, Scheffer, Ingrid, Schoch, Susanne, Sisodiya, Sanjay M., Smith, Philip, Sperling, Michael, Striano, Pasquale, Surges, Rainer, Neil Thomas, G., Visscher, Frank, Whelan, Christopher D., Zara, Federico, Heinzen, Erin L., Marson, Anthony, Becker, Felicitas, Stroink, Hans, Zimprich, Fritz, Gasser, Thomas, Gibbs, Raphael, Heutink, Peter, Martinez, Maria, Morris, Huw R., Sharma, Manu, Ryten, Mina, Mok, Kin Y., Pulit, Sara, Bevan, Steve, Holliday, Elizabeth, Attia, John, Battey, Thomas, BONCORAGLIO, GIORGIO BATTISTA, Thijs, Vincent, Chen, Wei-Min, Mitchell, Braxton, Rothwell, Peter, Sharma, Pankaj, Sudlow, Cathie, Vicente, Astrid, Markus, Hugh, Kourkoulis, Christina, Pera, Joana, Raffeld, Miriam, Silliman, Scott, Perica, Vesna Boraska, Thornton, Laura M., Huckins, Laura M., William Rayner, N., Lewis, Cathryn M., Gratacos, Monica, Rybakowski, Filip, Keski-Rahkonen, Anna, Raevuori, Anu, Hudson, James I., Reichborn-Kjennerud, Ted, Monteleone, Palmiero, Karwautz, Andreas, Mannik, Katrin, Baker, Jessica H., O'Toole, Julie K., Trace, Sara E., Davis, Oliver S. P., Helder, Sietske G., Ehrlich, Stefan, Herpertz-Dahlmann, Beate, Danner, Unna N., Van Elburg, Annemarie A., Clementi, Maurizio, Forzan, Monica, Docampo, Elisa, Lissowska, Jolanta, Hauser, Joanna, Tortorella, Alfonso, Maj, Mario, Gonidakis, Fragiskos, Tziouvas, Konstantinos, Papezova, Hana, Yilmaz, Zeynep, Wagner, Gudrun, Cohen-Woods, Sarah, Herms, Stefan, Julia, Antonio, Rabionet, Raquel, Dick, Danielle M., Ripatti, Samuli, Andreassen, Ole A., Espeseth, Thomas, Lundervold, Astri J., Steen, Vidar M., Pinto, Dalila, Scherer, Stephen W., Aschauer, Harald, Schosser, Alexandra, Alfredsson, Lars, Padyukov, Leonid, Halmi, Katherine A., Mitchell, James, Strober, Michael, Bergen, Andrew W., Kaye, Walter, Szatkiewicz, Jin Peng, Cormand, Bru, Ramos-Quiroga, Josep Antoni, Sánchez-Mora, Cristina, Ribasés, Marta, Casas, Miguel, Hervas, Amaia, Arranz, Maria Jesús, Haavik, Jan, Zayats, Tetyana, Johansson, Stefan, Williams, Nigel, Dempfle, Astrid, Rothenberger, Aribert, Kuntsi, Jonna, Oades, Robert D., Banaschewski, Tobias, Franke, Barbara, Buitelaar, Jan K., Vasquez, Alejandro Arias, Doyle, Alysa E., Reif, Andreas, Lesch, Klaus-Peter, Freitag, Christine, Rivero, Olga, Palmason, Haukur, Romanos, Marcel, Langley, Kate, Rietschel, Marcella, Witt, Stephanie H., Dalsgaard, Soeren, Børglum, Anders D., Waldman, Irwin, Wilmot, Beth, Molly, Nikolas, Bau, Claiton H. D., Crosbie, Jennifer, Schachar, Russell, Loo, Sandra K., McGough, James J., Grevet, Eugenio H., Medland, Sarah E., Robinson, Elise, Weiss, Lauren A., Bacchelli, Elena, Bailey, Anthony, Bal, Vanessa, Battaglia, Agatino, Betancur, Catalina, Bolton, Patrick, Cantor, Rita, Celestino-Soper, Patrícia, Dawson, Geraldine, De Rubeis, Silvia, Duque, Frederico, Green, Andrew, Klauck, Sabine M., Leboyer, Marion, Levitt, Pat, Maestrini, Elena, Mane, Shrikant, Moreno-De-Luca, Daniel, Parr, Jeremy, Regan, Regina, Reichenberg, Abraham, Sandin, Sven, Vorstman, Jacob, Wassink, Thomas, Wijsman, Ellen, Cook, Edwin, Santangelo, Susan, Delorme, Richard, Roge, Bernadette, Magalhaes, Tiago, Arking, Dan, Schulze, Thomas G., Thompson, Robert C., Strohmaier, Jana, Matthews, Keith, Melle, Ingrid, Morris, Derek, Blackwood, Douglas, McIntosh, Andrew, Bergen, Sarah E., Schalling, Martin, Jamain, Stéphane, Maaser, Anna, Fischer, Sascha B., Reinbold, Céline S., Fullerton, Janice M., Guzman-Parra, José, Mayoral, Fermin, Schofield, Peter R., Cichon, Sven, Mühleisen, Thomas W., Degenhardt, Franziska, Schumacher, Johannes, Bauer, Michael, Mitchell, Philip B., Gershon, Elliot S., Rice, John, Potash, James B., Zandi, Peter P., Craddock, Nick, Nicol Ferrier, I., Alda, Martin, Rouleau, Guy A., Turecki, Gustavo, Ophoff, Roel, Pato, Carlos, Anjorin, Adebayo, Stahl, Eli, Leber, Markus, Czerski, Piotr M., Cruceanu, Cristiana, Jones, Ian R., Posthuma, Danielle, Andlauer, Till F. M., Forstner, Andreas J., Streit, Fabian, Baune, Bernhard T., Air, Tracy, Sinnamon, Grant, Wray, Naomi R., MacIntyre, Donald J., Porteous, David, Homuth, Georg, Rivera, Margarita, Grove, Jakob, Middeldorp, Christel M., Hickie, Ian, Pergadia, Michele, Mehta, Divya, Smit, Johannes H., Jansen, Rick, De Geus, Eco, Dunn, Erin, Li, Qingqin S., Nauck, Matthias, Schoevers, Robert A., Beekman, Aartjan TF, Knowles, James A., Viktorin, Alexander, Arnold, Paul, Barr, Cathy L., Bedoya-Berrio, Gabriel, Joseph Bienvenu, O., Brentani, Helena, Burton, Christie, Camarena, Beatriz, Cappi, Carolina, Cath, Danielle, Cavallini, Maria, Cusi, Daniele, Darrow, Sabrina, Denys, Damiaan, Derks, Eske M., Dietrich, Andrea, Fernandez, Thomas, Figee, Martijn, Freimer, Nelson, Gerber, Gloria, Grados, Marco, Greenberg, Erica, Hanna, Gregory L., Hartmann, Andreas, Hirschtritt, Matthew E., Hoekstra, Pieter J., Huang, Alden, Huyser, Chaim, Illmann, Cornelia, Jenike, Michael, Kuperman, Samuel, Leventhal, Bennett, Lochner, Christine, Lyon, Gholson J., Macciardi, Fabio, Madruga-Garrido, Marcos, Malaty, Irene A., Maras, Athanasios, McGrath, Lauren, Miguel, Eurípedes C., Mir, Pablo, Nestadt, Gerald, Nicolini, Humberto, Okun, Michael S., Pakstis, Andrew, Paschou, Peristera, Piacentini, John, Pittenger, Christopher, Plessen, Kerstin, Ramensky, Vasily, Ramos, Eliana M., Reus, Victor, Richter, Margaret A., Riddle, Mark A., Robertson, Mary M., Roessner, Veit, Rosário, Maria, Samuels, Jack F., Sandor, Paul, Stein, Dan J., Tsetsos, Fotis, Van Nieuwerburgh, Filip, Weatherall, Sarah, Wendland, Jens R., Wolanczyk, Tomasz, Worbe, Yulia, Zai, Gwyneth, Goes, Fernando S., McLaughlin, Nicole, Nestadt, Paul S., Grabe, Hans-Jorgen, Depienne, Christel, Konkashbaev, Anuar, Lanzagorta, Nuria, Valencia-Duarte, Ana, Bramon, Elvira, Buccola, Nancy, Cahn, Wiepke, Cairns, Murray, Chong, Siow A., Cohen, David, Crespo-Facorro, Benedicto, Crowley, James, Davidson, Michael, DeLisi, Lynn, Dinan, Timothy, Donohoe, Gary, Drapeau, Elodie, Duan, Jubao, Haan, Lieuwe, Hougaard, David, Karachanak-Yankova, Sena, Khrunin, Andrey, Klovins, Janis, Kučinskas, Vaidutis, Keong, Jimmy Lee Chee, Limborska, Svetlana, Loughland, Carmel, Lönnqvist, Jouko, Maher, Brion, Mattheisen, Manuel, McDonald, Colm, Murphy, Kieran C., Nenadic, Igor, Van Os, Jim, Pantelis, Christos, Pato, Michele, Petryshen, Tracey, Quested, Digby, Roussos, Panos, Sanders, Alan R., Schall, Ulrich, Schwab, Sibylle G., Sim, Kang, So, Hon-Cheong, Stögmann, Elisabeth, Subramaniam, Mythily, Toncheva, Draga, Waddington, John, Walters, James, Weiser, Mark, Cheng, Wei, Cloninger, Robert, Curtis, David, Gejman, Pablo V., Henskens, Frans, Mattingsdal, Morten, Oh, Sang-Yun, Scott, Rodney, Webb, Bradley, Breen, Gerome, Churchhouse, Claire, Bulik, Cynthia M., Daly, Mark, Dichgans, Martin, Faraone, Stephen V., Guerreiro, Rita, Holmans, Peter, Kendler, Kenneth S., Koeleman, Bobby, Mathews, Carol A., Price, Alkes, Scharf, Jeremiah, Sklar, Pamela, Williams, Julie, Wood, Nicholas W., Cotsapas, Chris, Palotie, Aarno, Smoller, Jordan W., Sullivan, Patrick, Rosand, Jonathan, Corvin, Aiden, and Neale, Benjamin M.
Abstract: Disorders of the brain can exhibit considerable epidemiological comorbidity and often share symptoms, provoking debate about their etiologic overlap. We quantified the genetic sharing of 25 brain disorders from genome-wide association studies of 265,218 patients and 784,643 control participants and assessed their relationship to 17 phenotypes from 1,191,588 individuals. Psychiatric disorders share common variant risk, whereas neurological disorders appear more distinct from one another and from the psychiatric disorders. We also identified significant sharing between disorders and a number of brain phenotypes, including cognitive measures. Further, we conducted simulations to explore how statistical power, diagnostic misclassification, and phenotypic heterogeneity affect genetic correlations. These results highlight the importance of common genetic variation as a risk factor for brain disorders and the value of heritability-based methods in understanding their etiology.
Published: 2018

11. Genome-wide Analyses Identify KIF5A as a Novel ALS Gene

Author: Nicolas, A., Kenna, K. P., Renton, A. E., Ticozzi, N., Faghri, F., Chia, R., Dominov, J. A., Kenna, B. J., Nalls, M. A., Keagle, P., Rivera, A. M., van Rheenen, W., Murphy, N. A., van Vugt, J. J. F. A., Geiger, J. T., Van der Spek, R. A., Pliner, H. A., Shankaracharya, Smith, B. N., Marangi, Giuseppe, Topp, S. D., Abramzon, Y., Gkazi, A. S., Eicher, J. D., Kenna, A., Logullo, F. O., Simone, I. L., Logroscino, Giandomenico, Salvi, F., Bartolomei, I., Borghero, G., Murru, M. R., Costantino, E., Pani, C., Puddu, R., Caredda, C., Piras, V., Tranquilli, S., Cuccu, S., Corongiu, D., Melis, M., Milia, A., Marrosu, F., Marrosu, M. G., Floris, G., Cannas, A., Capasso, Monica, Caponnetto, C., Mancardi, G., Origone, P., Mandich, P., Conforti, F. L., Cavallaro, S., Mora, G., Marinou, K., Sideri, R., Penco, S., Mosca, Luigi, Lunetta, C., Pinter, G. L., Corbo, M., Riva, N., Carrera, P., Volanti, P., Mandrioli, J., Fini, N., Fasano, Alfonso, Tremolizzo, L., Arosio, A., Ferrarese, C., Trojsi, F., Tedeschi, G., Monsurro, M. R., Piccirillo, G., Femiano, C., Ticca, A., Ortu, E., La Bella, V., Spataro, R., Colletti, T., Sabatelli, Mario, Zollino, Marcella, Conte, Amelia, Luigetti, Marco, Lattante, Serena, Santarelli, M., Petrucci, A., Pugliatti, M., Pirisi, A., Parish, L. D., Occhineri, P., Giannini, F., Battistini, S., Ricci, C., Benigni, M., Cau, T. B., Loi, D., Calvo, A., Moglia, C., Brunetti, M., Barberis, M., Restagno, G., Casale, F., Marrali, G., Fuda, G., Ossola, I., Cammarosano, S., Canosa, A., Ilardi, A., Manera, U., Grassano, M., Tanel, R., Pisano, F., Mazzini, L., Messina, S., D'Alfonso, Sandra, Corrado, L., Ferrucci, L., Harms, M. B., Goldstein, D. B., Shneider, N. A., Goutman, S. A., Simmons, Z., Miller, T. M., Chandran, S., Pal, S., Manousakis, G., Appel, S. H., Simpson, E., Wang, L., Baloh, R. H., Gibson, S. B., Bedlack, R., Lacomis, D., Sareen, D., Sherman, A., Bruijn, L., Penny, M., Moreno, C. D. A. M., Kamalakaran, S., Allen, A. S., Boone, B. E., Brown, R. H., Carulli, J. P., Chesi, A., Chung, W. K., Cirulli, E. T., Cooper, G. M., Couthouis, J., Day-Williams, A. G., Dion, P. A., Gitler, A. D., Glass, J. D., Han, Y., Harris, T., Hayes, S. D., Jones, A. L., Keebler, J., Krueger, B. J., Lasseigne, B. N., Levy, S. E., Lu, Y. -F., Maniatis, T., McKenna-Yasek, D., Myers, R. M., Petrovski, S., Pulst, S. M., Raphael, A. R., Ravits, J. M., Ren, Z., Rouleau, G. A., Sapp, P. C., Sims, K. B., Staropoli, J. F., Waite, L. L., Wang, Quanquan, Wimbish, J. R., Xin, W. W., Phatnani, H., Kwan, J., Broach, J., Arcila-Londono, X., Lee, E. B., Van Deerlin, V. M., Fraenkel, E., Ostrow, L. W., Baas, F., Zaitlen, N., Berry, J. D., Malaspina, A., Fratta, P., Cox, G. A., Thompson, L. M., Finkbeiner, S., Dardiotis, E., Hornstein, E., Macgowan, D. J. L., Heiman-Patterson, T., Hammell, M. G., Patsopoulos, N. A., Dubnau, J., Nath, A., Musunuri, R. L., Evani, U. S., Abhyankar, A., Zody, M. C., Kaye, J., Wyman, S. K., Lenail, A., Lima, L., Rothstein, J. D., Svendsen, C. N., Van Eyk, J. E., Maragakis, N. J., Kolb, S. J., Cudkowicz, M., Baxi, E., Benatar, M., Taylor, J. P., Wu, G., Rampersaud, E., Wuu, J., Rademakers, R., Zuchner, S., Schule, R., Mccauley, J., Hussain, S., Cooley, A., Wallace, M., Clayman, C., Barohn, R., Statland, J., Swenson, A., Jackson, C., Trivedi, J., Khan, S., Katz, J., Jenkins, L., Burns, T., Gwathmey, K., Caress, J., Mcmillan, C., Elman, L., Pioro, E. P., Heckmann, J., So, Y., Walk, D., Maiser, S., Zhang, J., Silani, V., Gellera, C., Ratti, A., Taroni, F., Lauria, G., Verde, F., Fogh, I., Tiloca, C., Comi, G. P., Soraru, G., Cereda, C., De Marchi, F., Corti, S., Ceroni, M., Siciliano, Giovanni, Filosto, M., Inghilleri, M., Peverelli, S., Colombrita, C., Poletti, B., Maderna, L., Del Bo, R., Gagliardi, S., Querin, G., Bertolin, C., Pensato, V., Castellotti, B., Camu, W., Mouzat, K., Lumbroso, S., Corcia, P., Meininger, V., Besson, G., Lagrange, E., Clavelou, P., Guy, N., Couratier, P., Vourch, P., Danel, V., Bernard, E., Lemasson, G., Laaksovirta, H., Myllykangas, L., Jansson, L., Valori, Vanna Maria, Ealing, J., Hamdalla, H., Rollinson, S., Pickering-Brown, S., Orrell, R. W., Sidle, K. C., Hardy, J., Singleton, A. B., Johnson, J. O., Arepalli, S., Polak, M., Asress, S., Al-Sarraj, S., King, A., Troakes, C., Vance, C., de Belleroche, J., ten Asbroek, A. L. M. A., Munoz-Blanco, J. L., Hernandez, D. G., Ding, J., Gibbs, J. R., Scholz, S. W., Floeter, M. K., Campbell, R. H., Landi, Francesco, Bowser, R., Kirby, J., Pamphlett, R., Gerhard, G., Dunckley, T. L., Brady, C. B., Kowall, N. W., Troncoso, J. C., Le Ber, I., Heiman-Patterson, T. D., Kamel, F., Van Den Bosch, L., Strom, T. M., Meitinger, T., Shatunov, A., Van Eijk, K. R., de Carvalho, M., Kooyman, M., Middelkoop, B., Moisse, M., Mclaughlin, R. L., Van Es, M. A., Weber, M., Boylan, K. B., Van Blitterswijk, M., Morrison, K. E., Basak, A. N., Mora, J. S., Drory, V. E., Shaw, P. J., Turner, M. R., Talbot, K., Hardiman, O., Williams, K. L., Fifita, J. A., Nicholson, G. A., Blair, I. P., Esteban-Perez, J., Garcia-Redondo, A., Al-Chalabi, A., Al Kheifat, A., Andersen, P. M., Chio, A., Cooper-Knock, J., Dekker, A., Redondo, A. G., Gotkine, M., Hide, W., Iacoangeli, A., Kiernan, M., Landers, J. E., Mill, J., Neto, M. M., Pardina, J. M., Newhouse, S., Pinto, S., Pulit, S., Robberecht, W., Shaw, C., Sproviero, W., Tazelaar, G., Van Damme, P., van den Berg, L. H., van Vugt, J., Veldink, J. H., Zatz, M., Bauer, D. C., Twine, N. A., Rogaeva, E., Zinman, L., Brice, A., Feldman, E. L., Ludolph, A. C., Weishaupt, J. H., Trojanowski, J. Q., Stone, D. J., Tienari, P., Shaw, C. E., Traynor, B. J., Marangi G. (ORCID:0000-0002-6898-8882), Logroscino G. (ORCID:0000-0003-1301-5343), Capasso M., Mosca L. (ORCID:0000-0003-4641-0841), Fasano A., Sabatelli M. (ORCID:0000-0001-6635-4985), Zollino M. (ORCID:0000-0003-4871-9519), Conte A., Luigetti M. (ORCID:0000-0001-7539-505X), Lattante S. (ORCID:0000-0003-2891-0340), D'Alfonso S., Siciliano G., Valori M., Landi F. (ORCID:0000-0002-3472-1389), Nicolas, A., Kenna, K. P., Renton, A. E., Ticozzi, N., Faghri, F., Chia, R., Dominov, J. A., Kenna, B. J., Nalls, M. A., Keagle, P., Rivera, A. M., van Rheenen, W., Murphy, N. A., van Vugt, J. J. F. A., Geiger, J. T., Van der Spek, R. A., Pliner, H. A., Shankaracharya, Smith, B. N., Marangi, Giuseppe, Topp, S. D., Abramzon, Y., Gkazi, A. S., Eicher, J. D., Kenna, A., Logullo, F. O., Simone, I. L., Logroscino, Giandomenico, Salvi, F., Bartolomei, I., Borghero, G., Murru, M. R., Costantino, E., Pani, C., Puddu, R., Caredda, C., Piras, V., Tranquilli, S., Cuccu, S., Corongiu, D., Melis, M., Milia, A., Marrosu, F., Marrosu, M. G., Floris, G., Cannas, A., Capasso, Monica, Caponnetto, C., Mancardi, G., Origone, P., Mandich, P., Conforti, F. L., Cavallaro, S., Mora, G., Marinou, K., Sideri, R., Penco, S., Mosca, Luigi, Lunetta, C., Pinter, G. L., Corbo, M., Riva, N., Carrera, P., Volanti, P., Mandrioli, J., Fini, N., Fasano, Alfonso, Tremolizzo, L., Arosio, A., Ferrarese, C., Trojsi, F., Tedeschi, G., Monsurro, M. R., Piccirillo, G., Femiano, C., Ticca, A., Ortu, E., La Bella, V., Spataro, R., Colletti, T., Sabatelli, Mario, Zollino, Marcella, Conte, Amelia, Luigetti, Marco, Lattante, Serena, Santarelli, M., Petrucci, A., Pugliatti, M., Pirisi, A., Parish, L. D., Occhineri, P., Giannini, F., Battistini, S., Ricci, C., Benigni, M., Cau, T. B., Loi, D., Calvo, A., Moglia, C., Brunetti, M., Barberis, M., Restagno, G., Casale, F., Marrali, G., Fuda, G., Ossola, I., Cammarosano, S., Canosa, A., Ilardi, A., Manera, U., Grassano, M., Tanel, R., Pisano, F., Mazzini, L., Messina, S., D'Alfonso, Sandra, Corrado, L., Ferrucci, L., Harms, M. B., Goldstein, D. B., Shneider, N. A., Goutman, S. A., Simmons, Z., Miller, T. M., Chandran, S., Pal, S., Manousakis, G., Appel, S. H., Simpson, E., Wang, L., Baloh, R. H., Gibson, S. B., Bedlack, R., Lacomis, D., Sareen, D., Sherman, A., Bruijn, L., Penny, M., Moreno, C. D. A. M., Kamalakaran, S., Allen, A. S., Boone, B. E., Brown, R. H., Carulli, J. P., Chesi, A., Chung, W. K., Cirulli, E. T., Cooper, G. M., Couthouis, J., Day-Williams, A. G., Dion, P. A., Gitler, A. D., Glass, J. D., Han, Y., Harris, T., Hayes, S. D., Jones, A. L., Keebler, J., Krueger, B. J., Lasseigne, B. N., Levy, S. E., Lu, Y. -F., Maniatis, T., McKenna-Yasek, D., Myers, R. M., Petrovski, S., Pulst, S. M., Raphael, A. R., Ravits, J. M., Ren, Z., Rouleau, G. A., Sapp, P. C., Sims, K. B., Staropoli, J. F., Waite, L. L., Wang, Quanquan, Wimbish, J. R., Xin, W. W., Phatnani, H., Kwan, J., Broach, J., Arcila-Londono, X., Lee, E. B., Van Deerlin, V. M., Fraenkel, E., Ostrow, L. W., Baas, F., Zaitlen, N., Berry, J. D., Malaspina, A., Fratta, P., Cox, G. A., Thompson, L. M., Finkbeiner, S., Dardiotis, E., Hornstein, E., Macgowan, D. J. L., Heiman-Patterson, T., Hammell, M. G., Patsopoulos, N. A., Dubnau, J., Nath, A., Musunuri, R. L., Evani, U. S., Abhyankar, A., Zody, M. C., Kaye, J., Wyman, S. K., Lenail, A., Lima, L., Rothstein, J. D., Svendsen, C. N., Van Eyk, J. E., Maragakis, N. J., Kolb, S. J., Cudkowicz, M., Baxi, E., Benatar, M., Taylor, J. P., Wu, G., Rampersaud, E., Wuu, J., Rademakers, R., Zuchner, S., Schule, R., Mccauley, J., Hussain, S., Cooley, A., Wallace, M., Clayman, C., Barohn, R., Statland, J., Swenson, A., Jackson, C., Trivedi, J., Khan, S., Katz, J., Jenkins, L., Burns, T., Gwathmey, K., Caress, J., Mcmillan, C., Elman, L., Pioro, E. P., Heckmann, J., So, Y., Walk, D., Maiser, S., Zhang, J., Silani, V., Gellera, C., Ratti, A., Taroni, F., Lauria, G., Verde, F., Fogh, I., Tiloca, C., Comi, G. P., Soraru, G., Cereda, C., De Marchi, F., Corti, S., Ceroni, M., Siciliano, Giovanni, Filosto, M., Inghilleri, M., Peverelli, S., Colombrita, C., Poletti, B., Maderna, L., Del Bo, R., Gagliardi, S., Querin, G., Bertolin, C., Pensato, V., Castellotti, B., Camu, W., Mouzat, K., Lumbroso, S., Corcia, P., Meininger, V., Besson, G., Lagrange, E., Clavelou, P., Guy, N., Couratier, P., Vourch, P., Danel, V., Bernard, E., Lemasson, G., Laaksovirta, H., Myllykangas, L., Jansson, L., Valori, Vanna Maria, Ealing, J., Hamdalla, H., Rollinson, S., Pickering-Brown, S., Orrell, R. W., Sidle, K. C., Hardy, J., Singleton, A. B., Johnson, J. O., Arepalli, S., Polak, M., Asress, S., Al-Sarraj, S., King, A., Troakes, C., Vance, C., de Belleroche, J., ten Asbroek, A. L. M. A., Munoz-Blanco, J. L., Hernandez, D. G., Ding, J., Gibbs, J. R., Scholz, S. W., Floeter, M. K., Campbell, R. H., Landi, Francesco, Bowser, R., Kirby, J., Pamphlett, R., Gerhard, G., Dunckley, T. L., Brady, C. B., Kowall, N. W., Troncoso, J. C., Le Ber, I., Heiman-Patterson, T. D., Kamel, F., Van Den Bosch, L., Strom, T. M., Meitinger, T., Shatunov, A., Van Eijk, K. R., de Carvalho, M., Kooyman, M., Middelkoop, B., Moisse, M., Mclaughlin, R. L., Van Es, M. A., Weber, M., Boylan, K. B., Van Blitterswijk, M., Morrison, K. E., Basak, A. N., Mora, J. S., Drory, V. E., Shaw, P. J., Turner, M. R., Talbot, K., Hardiman, O., Williams, K. L., Fifita, J. A., Nicholson, G. A., Blair, I. P., Esteban-Perez, J., Garcia-Redondo, A., Al-Chalabi, A., Al Kheifat, A., Andersen, P. M., Chio, A., Cooper-Knock, J., Dekker, A., Redondo, A. G., Gotkine, M., Hide, W., Iacoangeli, A., Kiernan, M., Landers, J. E., Mill, J., Neto, M. M., Pardina, J. M., Newhouse, S., Pinto, S., Pulit, S., Robberecht, W., Shaw, C., Sproviero, W., Tazelaar, G., Van Damme, P., van den Berg, L. H., van Vugt, J., Veldink, J. H., Zatz, M., Bauer, D. C., Twine, N. A., Rogaeva, E., Zinman, L., Brice, A., Feldman, E. L., Ludolph, A. C., Weishaupt, J. H., Trojanowski, J. Q., Stone, D. J., Tienari, P., Shaw, C. E., Traynor, B. J., Marangi G. (ORCID:0000-0002-6898-8882), Logroscino G. (ORCID:0000-0003-1301-5343), Capasso M., Mosca L. (ORCID:0000-0003-4641-0841), Fasano A., Sabatelli M. (ORCID:0000-0001-6635-4985), Zollino M. (ORCID:0000-0003-4871-9519), Conte A., Luigetti M. (ORCID:0000-0001-7539-505X), Lattante S. (ORCID:0000-0003-2891-0340), D'Alfonso S., Siciliano G., Valori M., and Landi F. (ORCID:0000-0002-3472-1389)
Abstract: To identify novel genes associated with ALS, we undertook two lines of investigation. We carried out a genome-wide association study comparing 20,806 ALS cases and 59,804 controls. Independently, we performed a rare variant burden analysis comparing 1,138 index familial ALS cases and 19,494 controls. Through both approaches, we identified kinesin family member 5A (KIF5A) as a novel gene associated with ALS. Interestingly, mutations predominantly in the N-terminal motor domain of KIF5A are causative for two neurodegenerative diseases: hereditary spastic paraplegia (SPG10) and Charcot-Marie-Tooth type 2 (CMT2). In contrast, ALS-associated mutations are primarily located at the C-terminal cargo-binding tail domain and patients harboring loss-of-function mutations displayed an extended survival relative to typical ALS cases. Taken together, these results broaden the phenotype spectrum resulting from mutations in KIF5A and strengthen the role of cytoskeletal defects in the pathogenesis of ALS. Using a large-scale genome-wide association study and exome sequencing, we identified KIF5A as a novel gene associated with ALS. Our data broaden the phenotype resulting from mutations in KIF5A and highlight the importance of cytoskeletal defects in the pathogenesis of ALS.
Published: 2018

12. Polarization of the Effects of Autoimmune and Neurodegenerative Risk Alleles in Leukocytes

Author: Massachusetts Institute of Technology. Department of Biology, Regev, Aviv, Raj, T., Rothamel, K., Mostafavi, S., Ye, C., Lee, M. N., Replogle, J. M., Feng, T., Lee, M., Asinovski, N., Frohlich, I., Imboywa, S., Von Korff, A., Okada, Y., Patsopoulos, N. A., Davis, S., McCabe, C., Paik, H.-i., Srivastava, G. P., Raychaudhuri, S., Hafler, D. A., Koller, D., Hacohen, N., Mathis, D., Benoist, C., Stranger, B. E., De Jager, P. L., Massachusetts Institute of Technology. Department of Biology, Regev, Aviv, Raj, T., Rothamel, K., Mostafavi, S., Ye, C., Lee, M. N., Replogle, J. M., Feng, T., Lee, M., Asinovski, N., Frohlich, I., Imboywa, S., Von Korff, A., Okada, Y., Patsopoulos, N. A., Davis, S., McCabe, C., Paik, H.-i., Srivastava, G. P., Raychaudhuri, S., Hafler, D. A., Koller, D., Hacohen, N., Mathis, D., Benoist, C., Stranger, B. E., and De Jager, P. L.
Abstract: To extend our understanding of the genetic basis of human immune function and dysfunction, we performed an expression quantitative trait locus (eQTL) study of purified CD4[superscript +] T cells and monocytes, representing adaptive and innate immunity, in a multi-ethnic cohort of 461 healthy individuals. Context-specific cis- and trans-eQTLs were identified, and cross-population mapping allowed, in some cases, putative functional assignment of candidate causal regulatory variants for disease-associated loci. We note an over-representation of T cell–specific eQTLs among susceptibility alleles for autoimmune diseases and of monocyte-specific eQTLs among Alzheimer’s and Parkinson’s disease variants. This polarization implicates specific immune cell types in these diseases and points to the need to identify the cell-autonomous effects of disease susceptibility variants.
Published: 2017

13. Association of genetic markers with CSF oligoclonal bands in multiple sclerosis patients

Author: Leone, M, Barizzone, N, Esposito, F, Harbo, H, Goris, A, Kockum, I, Oturai, A, Celius, E, Mero, I, Dubois, B, Olsson, T, Søndergaard, H, Cusi, D, Lupoli, S, Andreassen, B, Barcellos, L, Booth, D, Comabella, M, Compston, A, D'Alfonso, S, De Jager, P, Fontaine, B, Hafler, D, Haines, J, Hauser, S, Hawkins, C, Hemmer, B, Hillert, J, Ivinson, A, Martin, R, Martinelli Boneschi, F, Mccauley, J, Oksenberg, J, Patsopoulos, N, Pericak Vance, M, Saarela, J, Sawcer, S, Spurkland, A, Stewart, G, Zipp, F, Myhr, K, Guerini, F, Naldi, P, Galimberti, D, Scarpini, E, Bergamaschi, R, Di Sapio, A, Caputo, D, Rosso, G, Cordera, S, Cavalla, P, Cavallo, R, Benedetti, M, Salvetti, M, Capra, R, Ghezzi, A, Annovazzi, P, Coniglio, G, Liberatore, G, Rodegher, M, Moiola, L, Colombo, B, Radaelli, M, Rossi, P, Martinelli, V, Comi, G, D'Alfonso, S., LUCENTI, AUSILIATRICE, Leone, M, Barizzone, N, Esposito, F, Lucenti, A, Harbo, H, Goris, A, Kockum, I, Oturai, A, Celius, E, Mero, I, Dubois, B, Olsson, T, Søndergaard, H, Cusi, D, Lupoli, S, Andreassen, B, Barcellos, L, Booth, D, Comabella, M, Compston, A, D'Alfonso, S, De Jager, P, Fontaine, B, Hafler, D, Haines, J, Hauser, S, Hawkins, C, Hemmer, B, Hillert, J, Ivinson, A, Martin, R, Martinelli Boneschi, F, Mccauley, J, Oksenberg, J, Patsopoulos, N, Pericak Vance, M, Saarela, J, Sawcer, S, Spurkland, A, Stewart, G, Zipp, F, Myhr, K, Guerini, F, Naldi, P, Galimberti, D, Scarpini, E, Bergamaschi, R, Di Sapio, A, Caputo, D, Rosso, G, Cordera, S, Cavalla, P, Cavallo, R, Benedetti, M, Salvetti, M, Capra, R, Ghezzi, A, Annovazzi, P, Coniglio, G, Liberatore, G, Rodegher, M, Moiola, L, Colombo, B, Radaelli, M, Rossi, P, Martinelli, V, Comi, G, and Villoslada, Pablo
Subjects: Oncology, Male, lcsh:Medicine, Genome-wide association study, Biochemistry, Major Histocompatibility Complex, 0302 clinical medicine, Genetic Marker, Multiple Sclerosi, Genetics of the Immune System, 2.1 Biological and endogenous factors, Aetiology, lcsh:Science, Genetics, adult, female, genetic markers, hla-drb1 chains, humans, male, meta-analysis as topic, middle aged, multiple sclerosis, oligoclonal bands, polymorphism, single nucleotide, young adult, genome-wide association study, biochemistry, genetics and molecular biology (all), agricultural and biological sciences (all), 0303 health sciences, Multidisciplinary, Medicine (all), Single Nucleotide, Middle Aged, Neurology, Medicine, HLA-DRB1 Chain, Female, Research Article, Human, Genetic Markers, Adult, medicine.medical_specialty, Multiple Sclerosis, General Science & Technology, Immunology, Single-nucleotide polymorphism, Human leukocyte antigen, Biology, Autoimmune Disease, Polymorphism, Single Nucleotide, Autoimmune Diseases, 03 medical and health sciences, Young Adult, Meta-Analysis as Topic, Oligoclonal Band, Clinical Research, Internal medicine, medicine, Genetic predisposition, SNP, Humans, PROGRESSO Group, Polymorphism, 030304 developmental biology, Evolutionary Biology, Biochemistry, Genetics and Molecular Biology (all), Population Biology, Multiple sclerosis, Wellcome Trust Case Control Consortium 2, Oligoclonal Bands, Human Genome, lcsh:R, Proteins, Computational Biology, Odds ratio, Major Histocompatibility Antigens, medicine.disease, Demyelinating Disorders, International Multiple Sclerosis Genetics Consortium, PROGEMUS Group, Agricultural and Biological Sciences (all), Genetic marker, Genetic Polymorphism, Clinical Immunology, lcsh:Q, 030217 neurology & neurosurgery, Population Genetics, HLA-DRB1 Chains, Genome-Wide Association Study
Abstract: Objective:to explore the association between genetic markers and Oligoclonal Bands (OCB) in the Cerebro Spinal Fluid (CSF) of Italian Multiple Sclerosis patients.Methods:We genotyped 1115 Italian patients for HLA-DRB1*15 and HLA-A*02. In a subset of 925 patients we tested association with 52 non-HLA SNPs associated with MS susceptibility and we calculated a weighted Genetic Risk Score. Finally, we performed a Genome Wide Association Study (GWAS) with OCB status on a subset of 562 patients. The best associated SNPs of the Italian GWAS were replicated in silico in Scandinavian and Belgian populations, and meta-analyzed.Results:HLA-DRB1*15 is associated with OCB+: p = 0.03, Odds Ratio (OR) = 1.6, 95% Confidence Limits (CL) = 1.1-2.4. None of the 52 non-HLA MS susceptibility loci was associated with OCB, except one SNP (rs2546890) near IL12B gene (OR: 1.45; 1.09-1.92). The weighted Genetic Risk Score mean was significantly (p = 0.0008) higher in OCB+ (7.668) than in OCB- (7.412) patients. After meta-analysis on the three datasets (Italian, Scandinavian and Belgian) for the best associated signals resulted from the Italian GWAS, the strongest signal was a SNP (rs9320598) on chromosome 6q (p = 9.4×10-7) outside the HLA region (65 Mb).Discussion:genetic factors predispose to the development of OCB. © 2013 Leone et al.
Published: 2013

14. JC Polyomavirus Infection Is Strongly Controlled by Human Leucocyte Antigen Class II Variants

Author: Sundqvist, E, Buck, D, Warnke, C, Albrecht, E, Gieger, C, Khademi, M, Lima Bomfim, I, Fogdell-Hahn, A, Link, J, Alfredsson, L, Søndergaard, HB, Hillert, J, Barcellos, L, Booth, D, McCauley, JL, Comabella, M, Compston, A, DAlfonso, S, De Jager, P, Fontaine, B, Goris, A, Hafler, D, Haines, J, Harbo, HF, Hauser, SL, Hawkins, C, Hemmer, B, Ivinson, A, Kockum, I, Martin, R, Boneschi, FM, Oksenberg, J, Olsson, T, Oturai, A, Patsopoulos, N, Pericak-Vance, M, Saarela, J, Sawcer, S, Spurkland, A, Stewart, G, Zipp, F, Oturai, AB, and Hemme, B
Subjects: viruses, virus diseases
Abstract: JC polyomavirus (JCV) carriers with a compromised immune system, such as in HIV, or subjects on immune-modulating therapies, such as anti VLA-4 therapy may develop progressive multifocal leukoencephalopathy (PML) which is a lytic infection of oligodendrocytes in the brain. Serum antibodies to JCV mark infection occur only in 50-60% of infected individuals, and high JCV-antibody titers seem to increase the risk of developing PML. We here investigated the role of human leukocyte antigen (HLA), instrumental in immune defense in JCV antibody response. Anti-JCV antibody status, as a surrogate for JCV infection, were compared to HLA class I and II alleles in 1621 Scandinavian persons with MS and 1064 population-based Swedish controls and associations were replicated in 718 German persons with MS. HLA-alleles were determined by SNP imputation, sequence specific (SSP) kits and a reverse PCR sequence-specific oligonucleotide (PCR-SSO) method. An initial GWAS screen displayed a strong HLA class II region signal. The HLA-DRB1*15 haplotype was strongly negatively associated to JCV sero-status in Scandinavian MS cases (OR = 0.42, p = 7×10-15) and controls (OR = 0.53, p = 2×10-5). In contrast, the DQB1*06:03 haplotype was positively associated with JCV sero-status, in Scandinavian MS cases (OR = 1.63, p = 0.006), and controls (OR = 2.69, p = 1×10-5). The German dataset confirmed these findings (OR = 0.54, p = 1×10-4and OR = 1.58, p = 0.03 respectively for these haplotypes). HLA class II restricted immune responses, and hence CD4+ T cell immunity is pivotal for JCV infection control. Alleles within the HLA-DR1*15 haplotype are associated with a protective effect on JCV infection. Alleles within the DQB1*06:03 haplotype show an opposite association. These associations between JC virus antibody response and human leucocyte antigens supports the notion that CD4+ T cells are crucial in the immune defence to JCV and lays the ground for risk stratification for PML and development of therapy and prevention. © 2014 Sundqvist et al.
Published: 2014

15. Oligoclonal band status in Scandinavian multiple sclerosis patients is associated with specific genetic risk alleles

Author: Mero, I., Gustavsen, M.W., Sã¦ther, H.S., Flã¥m, S.T., Berg-Hansen, P., Sã¸ndergaard, H.B., Jensen, P.E.H., Berge, T., Bjã¸lgerud, A., Muggerud, A., Aarseth, J.H., International Multiple Sclerosis Genetics Consortium, Myhr, K., Celius, E.G., Sellebjerg, F., Hillert, J., Alfredsson, L., Olsson, T., Oturai, A.B., Kockum, I., Lie, B.A., Andreassen, B.K., Harbo, Collaborators: Barcellos L, H.F., Booth, D., Comabella, M., Compston, A., D'Alfonso, S., De Jager, P., Fontaine, B., Goris, A., Hafler, D., Haines, J., Harbo, H., Hauser, S., Hawkins, C., Hemmer, B., Ivinson, A., Martin, R., Martinelli Boneschi, F., Mccauley, J., Oksenberg, J., Oturai, A., Patsopoulos, N., Pericak-Vance, M., Saarela, J., Sawcer, S., Spurkland, A., Stewart, G., and Zipp, F.
Subjects: Male, Genetics and Molecular Biology (all), Oncology, Non-Clinical Medicine, Denmark, lcsh:Medicine, Genome-wide association study, Biochemistry, Adult, Alleles, Case-Control Studies, Female, Gene Frequency, Genotype, HLA-DRB1 Chains, Humans, Multiple Sclerosis, Norway, Oligoclonal Bands, Polymorphism, Single Nucleotide, Sweden, Genome-Wide Association Study, Medicine (all), Biochemistry, Genetics and Molecular Biology (all), Agricultural and Biological Sciences (all), 0302 clinical medicine, lcsh:Science, Genetics, 0303 health sciences, education.field_of_study, Multidisciplinary, Single Nucleotide, 3. Good health, Neurology, Medicine, Settore MED/26 - Neurologia, Research Article, medicine.medical_specialty, Oligoclonal band, Population, Single-nucleotide polymorphism, Biology, 03 medical and health sciences, Internal medicine, Genome-Wide Association Studies, medicine, Polymorphism, Risk factor, education, Allele frequency, Genetic Association Studies, 030304 developmental biology, Health Care Policy, Multiple sclerosis, lcsh:R, Case-control study, Health Risk Analysis, Human Genetics, medicine.disease, Demyelinating Disorders, Genetics of Disease, lcsh:Q, 030217 neurology & neurosurgery
Abstract: The presence of oligoclonal bands (OCB) in cerebrospinal fluid (CSF) is a typical finding in multiple sclerosis (MS). We applied data from Norwegian, Swedish and Danish (i.e. Scandinavian) MS patients from a genome-wide association study (GWAS) to search for genetic differences in MS relating to OCB status. GWAS data was compared in 1367 OCB positive and 161 OCB negative Scandinavian MS patients, and nine of the most associated SNPs were genotyped for replication in 3403 Scandinavian MS patients. HLA-DRB1 genotypes were analyzed in a subset of the OCB positive (n = 2781) and OCB negative (n = 292) MS patients and compared to 890 healthy controls. Results from the genome-wide analyses showed that single nucleotide polymorphisms (SNPs) from the HLA complex and six other loci were associated to OCB status. In SNPs selected for replication, combined analyses showed genome-wide significant association for two SNPs in the HLA complex; rs3129871 (p = 5.7×10(-15)) and rs3817963 (p = 5.7×10(-10)) correlating with the HLA-DRB1*15 and the HLA-DRB1*04 alleles, respectively. We also found suggestive association to one SNP in the Calsyntenin-2 gene (p = 8.83×10(-7)). In HLA-DRB1 analyses HLA-DRB1*15∶01 was a stronger risk factor for OCB positive than OCB negative MS, whereas HLA-DRB1*04∶04 was associated with increased risk of OCB negative MS and reduced risk of OCB positive MS. Protective effects of HLA-DRB1*01∶01 and HLA-DRB1*07∶01 were detected in both groups. The groups were different with regard to age at onset (AAO), MS outcome measures and gender. This study confirms both shared and distinct genetic risk for MS subtypes in the Scandinavian population defined by OCB status and indicates different clinical characteristics between the groups. This suggests differences in disease mechanisms between OCB negative and OCB positive MS with implications for patient management, which need to be further studied.
Published: 2013

16. Analysis of immune-related loci identifies 48 new susceptibility variants for multiple sclerosis

Author: Beecham, A H, Patsopoulos, N A, Xifara, D K, Jelčić, Ilijas, Martin, Roland, Sospedra, Mireia, and University of Zurich
Subjects: 1311 Genetics, 610 Medicine & health, 10040 Clinic for Neurology
Published: 2013

17. Replication of past candidate loci for common diseases and phenotypes in 100 genome-wide association studies

Author: Siontis, K. C., Patsopoulos, N. A., and Ioannidis, J. P.
Subjects: Phenotype, Genetic Loci/*genetics, Databases, Genetic, Disease/*genetics, Genome, Human/genetics, Odds Ratio, Humans, Reproducibility of Results, Bayes Theorem, Genome-Wide Association Study, Polymorphism, Single Nucleotide/genetics
Abstract: Genome-wide association studies (GWASs) have created a paradigm shift in discovering genetic associations for common diseases and phenotypes, but it is unclear whether the thousands of candidate genetic association studies performed in the pre-GWAS era had found any reliable associations for common diseases and phenotypes. We aimed to systematically evaluate whether loci proposed to harbor candidate associations before the advent of GWASs are replicated in GWASs. The GWAS data published through August, 2008 and included in the NHGRI catalog were screened and variants in candidate loci were selected on the basis of statistical significance (P
Published: 2010

18. Susceptibility variants for rheumatoid arthritis in the TRAF1-C5 and 6q23 loci: a meta-analysis

Author: Patsopoulos, N. A. and Ioannidis, J. P.
Subjects: Genetic Markers, Polymorphism, Genetic, Arthritis, Rheumatoid/*genetics/immunology, Peptides, Cyclic/genetics, Chromosomes, Human, Pair 6/*genetics/immunology, Genetic Loci, Complement C5/genetics, Rheumatoid Factor/genetics/immunology, Chromosome Mapping, Humans, Genetic Predisposition to Disease, TNF Receptor-Associated Factor 1/*genetics/immunology, Epidemiologic Methods
Abstract: BACKGROUND: Genome-wide association studies have proposed susceptibility variants for rheumatoid arthritis in the TRAF1-C5 locus and 6q23 region. Furthermore, additional independent studies have investigated the same or highly linked polymorphisms in the same regions. OBJECTIVE: To carry out a meta-analysis of the available evidence for the association of polymorphisms in the TRAF1-C5 locus and 6q23 region with rheumatoid arthritis. METHODS: Data were synthesised for four polymorphisms: rs3761847 (n=13 datasets) and rs2900180 (n=9 datasets) in the TRAF1-C5 locus, and rs10499194 (n=5 datasets) and rs6920220 (n=7 datasets) in the 6q23 region. Meta-analyses for subgroups defined by anti-cyclic citrullinated peptide (anti-CCP) and rheumatoid factor (RF) status were also performed. RESULTS: The polymorphism rs6920220 reached genome-wide statistical significance with p=7.9 x 10(-17) and an allelic odds ratio of 1.24 (95% CI 1.18 to 1.30) and no between-study heterogeneity (I(2)=0%). The risk was significantly stronger in patients with anti-CCP antibodies and in patients with RF. The other three variants showed large between-study heterogeneity across datasets (I(2) range 74-82%); rs10499194 was nominally statistically significant after exclusion of the discovery data. Two variants had genome-wide statistical significance in subgroups defined by the presence of RF (rs3761847 and rs6920220) or anti-CCP (rs6920220). CONCLUSIONS: Genetic markers in the 6q23 region and TRAF1-C5 are associated with rheumatoid arthritis, in particular with positive anti-CCP and RF profile. With the exception of rs6920220, which shows highly consistent results, other proposed markers have high between-study heterogeneity that may reflect unrecognised phenotypic or genetic variability (eg, gene environment interactions) within rheumatoid arthritis. Furthermore, these markers may not be the true causative loci but rather be in linkage disequilibrium with the true ones. Ann Rheum Dis
Published: 2010

19. Selection and presentation of imaging figures in the medical literature

Author: Siontis, G. C., Patsopoulos, N. A., Vlahos, A. P., and Ioannidis, J. P.
Subjects: Biomedical Research, Publications, Periodicals as Topic, Reference Standards, Image Processing, Computer-Assisted
Abstract: BACKGROUND: Images are important for conveying information, but there is no empirical evidence on whether imaging figures are properly selected and presented in the published medical literature. We therefore evaluated the selection and presentation of radiological imaging figures in major medical journals. METHODOLOGY/PRINCIPAL FINDINGS: We analyzed articles published in 2005 in 12 major general and specialty medical journals that had radiological imaging figures. For each figure, we recorded information on selection, study population, provision of quantitative measurements, color scales and contrast use. Overall, 417 images from 212 articles were analyzed. Any comment/hint on image selection was made in 44 (11%) images (range 0-50% across the 12 journals) and another 37 (9%) (range 0-60%) showed both a normal and abnormal appearance. In 108 images (26%) (range 0-43%) it was unclear whether the image came from the presented study population. Eighty-three images (20%) (range 0-60%) had any quantitative or ordered categorical value on a measure of interest. Information on the distribution of the measure of interest in the study population was given in 59 cases. For 43 images (range 0-40%), a quantitative measurement was provided for the depicted case and the distribution of values in the study population was also available; in those 43 cases there was no over-representation of extreme than average cases (p = 0.37). SIGNIFICANCE: The selection and presentation of images in the medical literature is often insufficiently documented; quantitative data are sparse and difficult to place in context. PLoS One
Published: 2010

20. The use of older studies in meta-analyses of medical interventions: a survey

Author: Patsopoulos, N. A. and Ioannidis, J. P.
Abstract: BACKGROUND: Evidence for medical interventions sometimes derives from data that are no longer up to date. These data can influence the outcomes of meta-analyses, yet do not always reflect current clinical practice. We examined the age of the data used in meta-analyses contained within systematic reviews of medical interventions, and investigated whether authors consider the age of these data in their interpretations. METHODS: From Issue 4, 2005, of the Cochrane Database of Systematic Reviews we randomly selected 10% of systematic reviews containing at least 1 meta-analysis. From this sample we extracted 1 meta-analysis per primary outcome. We calculated the number of years between the study's publication and 2005 (the year that the systematic review was published), as well as the number of years between the study's publication and the year of the literature search conducted in the study. We assessed whether authors discussed the implications of including less recent data, and, for systematic reviews containing meta-analyses of studies published before 1996, we calculated whether excluding the findings of those studies changed the significance of the outcomes. We repeated these calculations and assessments for 22 systematic reviews containing meta-analyses published in 6 high-impact general medical journals in 2005. RESULTS: For 157 meta-analyses (n = 1149 trials) published in 2005, the median year of the most recent literature search was 2003 (interquartile range [IQR] 2002-04). Two-thirds of these meta-analyses (103/157, 66%) involved no trials published in the preceding 5 years (2001-05). Forty-seven meta-analyses (30%) included no trials published in the preceding 10 years (1996-2005). In another 16 (10%), the statistical significance of the outcomes would have been different had the studies been limited to those published between 1996 and 2005, although in some cases this change in significance would have been due to loss of power. Only 12 (8%) of the meta-analyses discussed the potential implications of including older studies. Among the 22 meta-analyses considered in high-impact general medical journals, 2 included no studies published in the 5 years prior to the reference year (2005), and 18 included at least 1 study published before 1996. Only 4 meta-analyses discussed the implications of including older studies. INTERPRETATION: In most systematic reviews containing meta-analyses of evidence for health care interventions, very recent studies are rare. Researchers who conduct systematic reviews with meta-analyses, and clinicians who read the outcomes of these studies, should be made aware of the potential implications of including less recent data. Open Med
Published: 2009

21. Heterogeneous views on heterogeneity

Author: Patsopoulos, N. A., Evangelou, E., and Ioannidis, J. P.
Subjects: Data Interpretation, Statistical, Terminology as Topic, Meta-Analysis as Topic, Humans, Models, Statistical, metaanalysis
Abstract: Int J Epidemiol
Published: 2009

22. Discovery properties of genome-wide association signals from cumulatively combined data sets

Author: Pereira, T. V., Patsopoulos, N. A., Salanti, G., and Ioannidis, J. P.
Subjects: Genome, Human, Models, Statistical, Models, Genetic, Bias (Epidemiology), Odds Ratio, Genetic Variation, Humans, Computer Simulation, False Positive Reactions, Genome-Wide Association Study
Abstract: Genetic effects for common variants affecting complex disease risk are subtle. Single genome-wide association (GWA) studies are typically underpowered to detect these effects, and combination of several GWA data sets is needed to enhance discovery. The authors investigated the properties of the discovery process in simulated cumulative meta-analyses of GWA study-derived signals allowing for potential genetic model misspecification and between-study heterogeneity. Variants with null effects on average (but also between-data set heterogeneity) could yield false-positive associations with seemingly homogeneous effects. Random effects had higher than appropriate false-positive rates when there were few data sets. The log-additive model had the lowest false-positive rate. Under heterogeneity, random-effects meta-analyses of 2-10 data sets averaging 1,000 cases/1,000 controls each did not increase power, or the meta-analysis was even less powerful than a single study (power desert). Upward bias in effect estimates and underestimation of between-study heterogeneity were common. Fixed-effects calculations avoided power deserts and maximized discovery of association signals at the expense of much higher false-positive rates. Therefore, random- and fixed-effects models are preferable for different purposes (fixed effects for initial screenings, random effects for generalizability applications). These results may have broader implications for the design and interpretation of large-scale multiteam collaborative studies discovering common gene variants. Am J Epidemiol
Published: 2009

23. Sensitivity of between-study heterogeneity in meta-analysis: proposed metrics and empirical evaluation

Author: Patsopoulos, N. A., Evangelou, E., and Ioannidis, J. P.
Subjects: meta-analysis, sensitivity analysis, genetic association, level, meta-regression, systematic reviews, heterogeneity, exploring heterogeneity, sequential algorithm, individual patient data, clinical-trials
Abstract: Background Several approaches are available for evaluating heterogeneity in meta-analysis. Sensitivity analyses are often used, but these are often implemented in various non-standardized ways. Methods We developed and implemented sequential and combinatorial algorithms that evaluate the change in between-study heterogeneity as one or more studies are excluded from the calculations. The algorithms exclude studies aiming to achieve either the maximum or the minimum final I(2) below a desired pre-set threshold. We applied these algorithms in databases of meta-analyses of binary outcome and >= 4 studies from Cochrane Database of Systematic Reviews (Issue 4, 2005, n = 1011) and meta-analyses of genetic associations (n = 50). Two I(2) thresholds were used (50% and 25%). Results Both algorithms have succeeded in achieving the pre-specified final I(2) thresholds. Differences in the number of excluded studies varied from 0% to 6% depending on the database and the heterogeneity threshold, while it was common to exclude different specific studies. Among meta-analyses with initial I(2) > 50%, in the large majority [19 (90.5%) and 208 (85.9%) in genetic and Cochrane meta-analyses, respectively] exclusion of one or two studies sufficed to decrease I(2) < 50. Similarly, among meta-analyses with initial I(2) 25, in most cases [16 (57.1%) and 382 (81.3%), respectively) exclusion of one or two studies sufficed to decrease heterogeneity even < 25%. The number of excluded studies correlated modestly with initial estimated I(2) (correlation coefficients 0.52-0.68 depending on algorithm used). Conclusions The proposed algorithms can be routinely applied in meta-analyses as standardized sensitivity analyses for heterogeneity. Caution is needed evaluating post hoc which specific studies are responsible for the heterogeneity. Int J Epidemiol
Published: 2008

24. Heterogeneity in Meta-Analyses of Genome-Wide Association Investigations

Author: Ioannidis, J. P., Patsopoulos, N. A., and Evangelou, E.
Subjects: Genetic Heterogeneity, Polymorphism, Genetic, Meta-Analysis as Topic, Diabetes Mellitus, Type 2/genetics, Humans, Genome-Wide Association Study
Abstract: Background. Meta-analysis is the systematic and quantitative synthesis of effect sizes and the exploration of their diversity across different studies. Meta-analyses are increasingly applied to synthesize data from genome-wide association (GWA) studies and from other teams that try to replicate the genetic variants that emerge from such investigations. Between-study heterogeneity is important to document and may point to interesting leads. Methodology/Principal Findings. To exemplify these issues, we used data from three GWA studies on type 2 diabetes and their replication efforts where meta-analyses of all data using fixed effects methods (not incorporating between-study heterogeneity) have already been published. We considered 11 polymorphisms that at least one of the three teams has suggested as susceptibility loci for type 2 diabetes. The I(2) inconsistency metric (measuring the amount of heterogeneity not due to chance) was different from 0 (no detectable heterogeneity) for 6 of the 11 genetic variants; inconsistency was moderate to very large (I(2) = 32-77%) for 5 of them. For these 5 polymorphisms, random effects calculations incorporating between-study heterogeneity revealed more conservative p-values for the summary effects compared with the fixed effects calculations. These 5 associations were perused in detail to highlight potential explanations for between-study heterogeneity. These include identification of a marker for a correlated phenotype (e.g. FTO rs8050136 being associated with type 2 diabetes through its effect on obesity); differential linkage disequilibrium across studies of the identified genetic markers with the respective culprit polymorphisms (e.g., possibly the case for CDKAL1 polymorphisms or for rs9300039 and markers in linkage disequilibrium, as shown by additional studies); and potential bias. Results were largely similar, when we treated the discovery and replication data from each GWA investigation as separate studies. Significance. Between-study heterogeneity is useful to document in the synthesis of data from GWA investigations and can offer valuable insights for further clarification of gene-disease associations. PLoS One
Published: 2007

25. Claims of sex differences: an empirical assessment in genetic associations

Author: Patsopoulos, N. A., Tatsioni, A., and Ioannidis, J. P.
Subjects: Disease, Male, Phenotype, Genotype, Sex Characteristics, Risk Factors, Genetic Diseases, Inborn, Humans, Reproducibility of Results, Female, Genetic Variation, Sex Factors
Abstract: CONTEXT: Many studies try to probe for differences in risks between men and women, and this is a major challenge in the expanding literature of associations between genetic variants and common diseases or traits. OBJECTIVE: To evaluate whether prominently claimed sex differences for genetic effects have sufficient internal and external validity. DATA SOURCES: We searched PubMed through July 6, 2007, for genetic association studies claiming sex-related differences in the articles' titles. Titles and abstracts and, if necessary, the full text of the article were assessed for eligibility. STUDY SELECTION: Two hundred fifteen articles were retrieved by the search. We considered eligible all retrieved association studies that claimed different genetic effects across sexes of 1 or more gene variants for any human disease or phenotype. We considered both biallelic and multiallelic markers (including haplotypes) and both binary and continuous phenotypes and traits. We excluded non-English-language studies; studies evaluating only 1 sex; studies in which sex was treated only as an independent predictor of disease; studies that did not address any association of the investigated genetic variant with a disease or trait; studies not involving humans; and studies in which the authors did not claim any sex difference. DATA EXTRACTION: Two evaluators independently extracted data with a third evaluator arbitrating their discrepancies. Data evaluation included whether analyses were stated to have been specified a priori; whether sex effects were evaluated in the whole study or subgroups thereof; and whether the claims were appropriately documented, insufficiently documented, or spurious. For appropriately and insufficiently documented claims we performed the calculations for gene-sex interaction whenever raw data were available. Finally, we compared the sex-difference claims with the best internal validity against the results of other studies addressing the same interaction. RESULTS: We appraised 432 sex-difference claims in 77 eligible articles. Authors stated that sex comparisons were decided a priori for 286 claims (66.2%), while the entire sample size was used in 210 (48.6%) claims. Appropriate documentation of gene-sex interaction was recorded in 55 claims (12.7%); documentation was insufficient for 303 claims and spurious for the other 74. Data for reanalysis of claims were available for 188 comparisons. Of these, 83 (44.1%) were nominally statistically significant at a P = .05 threshold, and more than half of them (n = 44) had modest P values between .01 and .05. Of 60 claims with seemingly the best internal validity, only 1 was consistently replicated in at least 2 other studies. CONCLUSION: In this sample of highly prominent claims of sex-related differences in genetic associations, most claims were insufficiently documented or spurious, and claims with documented good internal and external validity were uncommon. JAMA
Published: 2007

26. Origin and funding of the most frequently cited papers in medicine: database analysis

Author: Patsopoulos, N. A., Ioannidis, J. P., and Analatos, A. A.
Subjects: Research Support as Topic/economics/*statistics & numerical data, Bibliometrics, Publishing/economics/*statistics & numerical data, Clinical Medicine/economics/*statistics & numerical data, Randomized Controlled Trials as Topic/economics/statistics & numerical data, Biomedical Research/economics/statistics & numerical data, Financing, Organized/economics/statistics & numerical data
Abstract: OBJECTIVE: To evaluate changes in the role of academics and the sources of funding for the medical research cited most frequently over the past decade. DESIGN: Database analysis. DATA SOURCES: Web of Knowledge database. METHODS: For each year from 1994 to 2003, articles in the domain of clinical medicine that had been cited most often by the end of 2004 were identified. Changes in authors' affiliations and funding sources were evaluated. RESULTS: Of the 289 frequently cited articles, most had at least one author with a university (76%) or hospital (57%) affiliation, and the proportion of articles with each type of affiliation was constant over time. Government or public funding was most common (60% of articles), followed by industry (36%). The proportion of most frequently cited articles funded by industry increased over time (odds ratio 1.17 per year, P = 0.001) and was equal to the proportion funded by government or public sources by 2001. 65 of the 77 most cited randomised controlled trials received funding from industry, and the proportion increased significantly over time (odds ratio 1.59 per year, P = 0.003). 18 of the 32 most cited trials published after 1999 were funded by industry alone. CONCLUSION: Academic affiliations remain prominent among the authors of the most frequently cited medical research. Such research is increasingly funded by industry, often exclusively so. Academics may be losing control of the clinical research agenda. BMJ
Published: 2006

27. CYP2D6 polymorphisms and the risk of tardive dyskinesia in schizophrenia: a meta-analysis

Author: Patsopoulos, N. A., Ntzani, E. E., Zintzaras, E., and Ioannidis, J. P.
Subjects: Antipsychotic Agents/pharmacology, Risk, Schizophrenia/complications/drug therapy/epidemiology/*genetics, Phenotype, Genotype, Homozygote, Dyskinesias/complications/epidemiology/*genetics, Odds Ratio, Cytochrome P-450 CYP2D6/*genetics, Humans, Polymorphism, Genetic, Alleles
Abstract: The present study aimed to evaluate whether there is any association between CYP2D6 alleles and susceptibility to tardive dyskinesia in patients with schizophrenia under treatment. A meta-analysis considered case-control studies determining the distribution of genotypes for any CYP2D6 polymorphism in unrelated tardive dyskinesia cases and controls without tardive dyskinesia among patients with schizophrenia who were treated with antipsychotic agents. Loss of function alleles were grouped together in a single comparison, whereas other alleles (2 and 10) were examined separately. Data were available for eight (n=569 patients), three (n=325 patients) and four (n=556) studies evaluating the effect of the loss of function alleles, the 2 allele and the 10 allele, respectively. Summary odds ratios (ORs) suggested that loss of function alleles increased the risk of tardive dyskinesia significantly [OR=1.43, 95% confidence interval (CI) 1.06-1.93, P=0.021], whereas there was no effect for 2 and inconclusive evidence for 10 (OR=0.82, 95% CI 0.50-1.32, P=0.41 and OR=1.19, 95% CI, 0.89-1.60, P=0.24, respectively). Patients who were homozygotes for loss of function alleles (poor metabolizers) had 1.64-fold greater odds of suffering tardive dyskinesia compared to other patients with schizophrenia, but the effect was not formally significant (95% CI 0.79-3.43). For the risk conferred by loss of function alleles, large studies provided more conservative estimates of a genetic effect than smaller studies (P=0.003). CYP2D6 loss of function alleles may predispose to tardive dyskinesia in patients with schizophrenia under treatment, but bias cannot be excluded. Pharmacogenet Genomics
Published: 2005

28. Relative citation impact of various study designs in the health sciences

Author: Patsopoulos, N. A., Analatos, A. A., and Ioannidis, J. P.
Subjects: Biomedical Research, Bibliometrics, Research Design/*statistics & numerical data, Publishing/*statistics & numerical data
Abstract: CONTEXT: The relative merits of various study designs and their placement in hierarchies of evidence are often discussed. However, there is limited knowledge about the relative citation impact of articles using various study designs. OBJECTIVE: To determine whether the type of study design affects the rate of citation in subsequent articles. DESIGN AND SETTING: We measured the citation impact of articles using various study designs--including meta-analyses, randomized controlled trials, cohort studies, case-control studies, case reports, nonsystematic reviews, and decision analysis or cost-effectiveness analysis--published in 1991 and in 2001 for a sample of 2646 articles. MAIN OUTCOME MEASURE: The citation count through the end of the second year after the year of publication and the total received citations. RESULTS: Meta-analyses received more citations than any other study design both in 1991 (P
Published: 2005

29. Functional variations modulating PRKCA expression and alternative splicing predispose to multiple sclerosis

Author: Paraboschi, E. M., primary, Rimoldi, V., additional, Solda, G., additional, Tabaglio, T., additional, Dall'Osso, C., additional, Saba, E., additional, Vigliano, M., additional, Salviati, A., additional, Leone, M., additional, Benedetti, M. D., additional, Fornasari, D., additional, Saarela, J., additional, De Jager, P. L., additional, Patsopoulos, N. A., additional, D'Alfonso, S., additional, Gemmati, D., additional, Duga, S., additional, and Asselta, R., additional
Published: 2014
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30. Association of Genetic Markers with CSF Oligoclonal Bands in Multiple Sclerosis Patients

Author: Leone, MA, Barizzone, N, Esposito, F, Lucenti, A, Harbo, HF, Goris, A, Kockum, I, Oturai, AB, Celius, EG, Mero, IL, Dubois, B, Olsson, T, Søndergaard, HB, Cusi, D, Lupoli, S, Andreassen, BK, Barcellos, L, Booth, D, Comabella, M, Compston, A, D'Alfonso, S, De Jager, P, Fontaine, B, Hafler, D, Haines, J, Hauser, SL, Hawkins, C, Hemmer, B, Hillert, J, Ivinson, A, Martin, R, Martinelli Boneschi, F, McCauley, JL, Oksenberg, J, Oturai, A, Patsopoulos, N, Pericak-Vance, M, Saarela, J, Sawcer, S, Spurkland, A, Stewart, G, Zipp, F, Myhr, KM, Guerini, FR, Naldi, P, Galimberti, D, Scarpini, E, Bergamaschi, R, Di Sapio, A, Caputo, D, Rosso, G, Cordera, S, Cavalla, P, Cavallo, R, Benedetti, MD, Salvetti, M, Capra, R, Ghezzi, A, Annovazzi, P, Coniglio, G, Liberatore, G, Rodegher, M, Moiola, L, Colombo, B, Radaelli, M, Rossi, P, Martinelli, V, Comi, G, Martinelli-Boneschi, F, Leone, MA, Barizzone, N, Esposito, F, Lucenti, A, Harbo, HF, Goris, A, Kockum, I, Oturai, AB, Celius, EG, Mero, IL, Dubois, B, Olsson, T, Søndergaard, HB, Cusi, D, Lupoli, S, Andreassen, BK, Barcellos, L, Booth, D, Comabella, M, Compston, A, D'Alfonso, S, De Jager, P, Fontaine, B, Hafler, D, Haines, J, Hauser, SL, Hawkins, C, Hemmer, B, Hillert, J, Ivinson, A, Martin, R, Martinelli Boneschi, F, McCauley, JL, Oksenberg, J, Oturai, A, Patsopoulos, N, Pericak-Vance, M, Saarela, J, Sawcer, S, Spurkland, A, Stewart, G, Zipp, F, Myhr, KM, Guerini, FR, Naldi, P, Galimberti, D, Scarpini, E, Bergamaschi, R, Di Sapio, A, Caputo, D, Rosso, G, Cordera, S, Cavalla, P, Cavallo, R, Benedetti, MD, Salvetti, M, Capra, R, Ghezzi, A, Annovazzi, P, Coniglio, G, Liberatore, G, Rodegher, M, Moiola, L, Colombo, B, Radaelli, M, Rossi, P, Martinelli, V, Comi, G, and Martinelli-Boneschi, F
Abstract: Objective:to explore the association between genetic markers and Oligoclonal Bands (OCB) in the Cerebro Spinal Fluid (CSF) of Italian Multiple Sclerosis patients.Methods:We genotyped 1115 Italian patients for HLA-DRB1*15 and HLA-A*02. In a subset of 925 patients we tested association with 52 non-HLA SNPs associated with MS susceptibility and we calculated a weighted Genetic Risk Score. Finally, we performed a Genome Wide Association Study (GWAS) with OCB status on a subset of 562 patients. The best associated SNPs of the Italian GWAS were replicated in silico in Scandinavian and Belgian populations, and meta-analyzed.Results:HLA-DRB1*15 is associated with OCB+: p = 0.03, Odds Ratio (OR) = 1.6, 95% Confidence Limits (CL) = 1.1-2.4. None of the 52 non-HLA MS susceptibility loci was associated with OCB, except one SNP (rs2546890) near IL12B gene (OR: 1.45; 1.09-1.92). The weighted Genetic Risk Score mean was significantly (p = 0.0008) higher in OCB+ (7.668) than in OCB- (7.412) patients. After meta-analysis on the three datasets (Italian, Scandinavian and Belgian) for the best associated signals resulted from the Italian GWAS, the strongest signal was a SNP (rs9320598) on chromosome 6q (p = 9.4×10 -7 ) outside the HLA region (65 Mb).Discussion:genetic factors predispose to the development of OCB. © 2013 Leone et al.
Published: 2013

31. HLA Class I typing based on FLX 454 sequencing.

Author: Cooper, D., Patsopoulos, N., Chopra, A., Watson, M., de Bakker, P., Mallal, S., Cooper, D., Patsopoulos, N., Chopra, A., Watson, M., de Bakker, P., and Mallal, S.
Published: 2011

32. Prognostic nonimplication of glutathione S-transferase polymorphisms in breast cancer: Meta-analysis of ghosts and lessons to be learned.

Author: Valachis, A., primary, Mauri, D., additional, Polyzos, N. P., additional, Neophytou, C., additional, Lythras, C., additional, and Patsopoulos, N. A., additional
Published: 2010
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33. Discovery Properties of Genome-wide Association Signals From Cumulatively Combined Data Sets

Author: Pereira, T. V., primary, Patsopoulos, N. A., additional, Salanti, G., additional, and Ioannidis, J. P. A., additional
Published: 2009
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34. Author's Response: Heterogeneity metrics: not perfect, but would not abandon

Author: Patsopoulos, N. A., primary and Ioannidis, J. P., additional
Published: 2009
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35. Heterogeneous views on heterogeneity

Author: Patsopoulos, N. A, primary, Evangelou, E., additional, and Ioannidis, J. P., additional
Published: 2008
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36. The impact factor of scientific journals by broad category

Author: Skalkidis, E., Anastasios Germenis, Patsopoulos, N., and Trichopoulos, D.

37. Analysis of shared heritability in common disorders of the brain

Author: Brainstorm Consortium, Anttila, Verneri, Bulik-Sullivan, Brendan, Finucane, Hilary K, Walters, Raymond K, Bras, Jose, Duncan, Laramie, Escott-Price, Valentina, Falcone, Guido J, Gormley, Padhraig, Malik, Rainer, Patsopoulos, Nikolaos A, Ripke, Stephan, Wei, Zhi, Yu, Dongmei, Lee, Phil H, Turley, Patrick, Grenier-Boley, Benjamin, Chouraki, Vincent, Kamatani, Yoichiro, Berr, Claudine, Letenneur, Luc, Hannequin, Didier, Amouyel, Philippe, Boland, Anne, Deleuze, Jean-François, Duron, Emmanuelle, Vardarajan, Badri N, Reitz, Christiane, Goate, Alison M, Huentelman, Matthew J, Kamboh, M Ilyas, Larson, Eric B, Rogaeva, Ekaterina, St George-Hyslop, Peter, Hakonarson, Hakon, Kukull, Walter A, Farrer, Lindsay A, Barnes, Lisa L, Beach, Thomas G, Demirci, F Yesim, Head, Elizabeth, Hulette, Christine M, Jicha, Gregory A, Kauwe, John SK, Kaye, Jeffrey A, Leverenz, James B, Levey, Allan I, Lieberman, Andrew P, Pankratz, Vernon S, Poon, Wayne W, Quinn, Joseph F, Saykin, Andrew J, Schneider, Lon S, Smith, Amanda G, Sonnen, Joshua A, Stern, Robert A, Van Deerlin, Vivianna M, Van Eldik, Linda J, Harold, Denise, Russo, Giancarlo, Rubinsztein, David C, Bayer, Anthony, Tsolaki, Magda, Proitsi, Petra, Fox, Nick C, Hampel, Harald, Owen, Michael J, Mead, Simon, Passmore, Peter, Morgan, Kevin, Nöthen, Markus M, Rossor, Martin, Lupton, Michelle K, Hoffmann, Per, Kornhuber, Johannes, Lawlor, Brian, McQuillin, Andrew, Al-Chalabi, Ammar, Bis, Joshua C, Ruiz, Agustin, Boada, Mercè, Seshadri, Sudha, Beiser, Alexa, Rice, Kenneth, Van Der Lee, Sven J, De Jager, Philip L, Geschwind, Daniel H, Riemenschneider, Matthias, Riedel-Heller, Steffi, Rotter, Jerome I, Ransmayr, Gerhard, Hyman, Bradley T, Cruchaga, Carlos, Alegret, Montserrat, Winsvold, Bendik, Palta, Priit, Farh, Kai-How, Cuenca-Leon, Ester, Furlotte, Nicholas, Kurth, Tobias, Ligthart, Lannie, Terwindt, Gisela M, Freilinger, Tobias, Ran, Caroline, Gordon, Scott D, Borck, Guntram, Adams, Hieab HH, Lehtimäki, Terho, Wedenoja, Juho, Buring, Julie E, Schürks, Markus, Hrafnsdottir, Maria, Hottenga, Jouke-Jan, Penninx, Brenda, Artto, Ville, Kaunisto, Mari, Vepsäläinen, Salli, Martin, Nicholas G, Montgomery, Grant W, Kurki, Mitja I, Hämäläinen, Eija, Huang, Hailiang, Huang, Jie, Sandor, Cynthia, Webber, Caleb, Muller-Myhsok, Bertram, Schreiber, Stefan, Salomaa, Veikko, Loehrer, Elizabeth, Göbel, Hartmut, Macaya, Alfons, Pozo-Rosich, Patricia, Hansen, Thomas, Werge, Thomas, Kaprio, Jaakko, Metspalu, Andres, Kubisch, Christian, Ferrari, Michel D, Belin, Andrea C, Van Den Maagdenberg, Arn MJM, Zwart, John-Anker, Boomsma, Dorret, Eriksson, Nicholas, Olesen, Jes, Chasman, Daniel I, Nyholt, Dale R, Avbersek, Andreja, Baum, Larry, Berkovic, Samuel, Bradfield, Jonathan, Buono, Russell J, Catarino, Claudia B, Cossette, Patrick, De Jonghe, Peter, Depondt, Chantal, Dlugos, Dennis, Ferraro, Thomas N, French, Jacqueline, Hjalgrim, Helle, Jamnadas-Khoda, Jennifer, Kälviäinen, Reetta, Kunz, Wolfram S, Lerche, Holger, Leu, Costin, Lindhout, Dick, Lo, Warren, Lowenstein, Daniel, McCormack, Mark, Møller, Rikke S, Molloy, Anne, Ng, Ping-Wing, Oliver, Karen, Privitera, Michael, Radtke, Rodney, Ruppert, Ann-Kathrin, Sander, Thomas, Schachter, Steven, Schankin, Christoph, Scheffer, Ingrid, Schoch, Susanne, Sisodiya, Sanjay M, Smith, Philip, Sperling, Michael, Striano, Pasquale, Surges, Rainer, Thomas, G Neil, Visscher, Frank, Whelan, Christopher D, Zara, Federico, Heinzen, Erin L, Marson, Anthony, Becker, Felicitas, Stroink, Hans, Zimprich, Fritz, Gasser, Thomas, Gibbs, Raphael, Heutink, Peter, Martinez, Maria, Morris, Huw R, Sharma, Manu, Ryten, Mina, Mok, Kin Y, Pulit, Sara, Bevan, Steve, Holliday, Elizabeth, Attia, John, Battey, Thomas, Boncoraglio, Giorgio, Thijs, Vincent, Chen, Wei-Min, Mitchell, Braxton, Rothwell, Peter, Sharma, Pankaj, Sudlow, Cathie, Vicente, Astrid, Markus, Hugh, Kourkoulis, Christina, Pera, Joana, Raffeld, Miriam, Silliman, Scott, Boraska Perica, Vesna, Thornton, Laura M, Huckins, Laura M, William Rayner, N, Lewis, Cathryn M, Gratacos, Monica, Rybakowski, Filip, Keski-Rahkonen, Anna, Raevuori, Anu, Hudson, James I, Reichborn-Kjennerud, Ted, Monteleone, Palmiero, Karwautz, Andreas, Mannik, Katrin, Baker, Jessica H, O'Toole, Julie K, Trace, Sara E, Davis, Oliver SP, Helder, Sietske G, Ehrlich, Stefan, Herpertz-Dahlmann, Beate, Danner, Unna N, Van Elburg, Annemarie A, Clementi, Maurizio, Forzan, Monica, Docampo, Elisa, Lissowska, Jolanta, Hauser, Joanna, Tortorella, Alfonso, Maj, Mario, Gonidakis, Fragiskos, Tziouvas, Konstantinos, Papezova, Hana, Yilmaz, Zeynep, Wagner, Gudrun, Cohen-Woods, Sarah, Herms, Stefan, Julià, Antonio, Rabionet, Raquel, Dick, Danielle M, Ripatti, Samuli, Andreassen, Ole A, Espeseth, Thomas, Lundervold, Astri J, Steen, Vidar M, Pinto, Dalila, Scherer, Stephen W, Aschauer, Harald, Schosser, Alexandra, Alfredsson, Lars, Padyukov, Leonid, Halmi, Katherine A, Mitchell, James, Strober, Michael, Bergen, Andrew W, Kaye, Walter, Szatkiewicz, Jin Peng, Cormand, Bru, Ramos-Quiroga, Josep Antoni, Sánchez-Mora, Cristina, Ribasés, Marta, Casas, Miguel, Hervas, Amaia, Arranz, Maria Jesús, Haavik, Jan, Zayats, Tetyana, Johansson, Stefan, Williams, Nigel, Dempfle, Astrid, Rothenberger, Aribert, Kuntsi, Jonna, Oades, Robert D, Banaschewski, Tobias, Franke, Barbara, Buitelaar, Jan K, Arias Vasquez, Alejandro, Doyle, Alysa E, Reif, Andreas, Lesch, Klaus-Peter, Freitag, Christine, Rivero, Olga, Palmason, Haukur, Romanos, Marcel, Langley, Kate, Rietschel, Marcella, Witt, Stephanie H, Dalsgaard, Soeren, Børglum, Anders D, Waldman, Irwin, Wilmot, Beth, Molly, Nikolas, Bau, Claiton HD, Crosbie, Jennifer, Schachar, Russell, Loo, Sandra K, McGough, James J, Grevet, Eugenio H, Medland, Sarah E, Robinson, Elise, Weiss, Lauren A, Bacchelli, Elena, Bailey, Anthony, Bal, Vanessa, Battaglia, Agatino, Betancur, Catalina, Bolton, Patrick, Cantor, Rita, Celestino-Soper, Patrícia, Dawson, Geraldine, De Rubeis, Silvia, Duque, Frederico, Green, Andrew, Klauck, Sabine M, Leboyer, Marion, Levitt, Pat, Maestrini, Elena, Mane, Shrikant, De-Luca, Daniel Moreno, Parr, Jeremy, Regan, Regina, Reichenberg, Abraham, Sandin, Sven, Vorstman, Jacob, Wassink, Thomas, Wijsman, Ellen, Cook, Edwin, Santangelo, Susan, Delorme, Richard, Rogé, Bernadette, Magalhaes, Tiago, Arking, Dan, Schulze, Thomas G, Thompson, Robert C, Strohmaier, Jana, Matthews, Keith, Melle, Ingrid, Morris, Derek, Blackwood, Douglas, McIntosh, Andrew, Bergen, Sarah E, Schalling, Martin, Jamain, Stéphane, Maaser, Anna, Fischer, Sascha B, Reinbold, Céline S, Fullerton, Janice M, Guzman-Parra, José, Mayoral, Fermin, Schofield, Peter R, Cichon, Sven, Mühleisen, Thomas W, Degenhardt, Franziska, Schumacher, Johannes, Bauer, Michael, Mitchell, Philip B, Gershon, Elliot S, Rice, John, Potash, James B, Zandi, Peter P, Craddock, Nick, Ferrier, I Nicol, Alda, Martin, Rouleau, Guy A, Turecki, Gustavo, Ophoff, Roel, Pato, Carlos, Anjorin, Adebayo, Stahl, Eli, Leber, Markus, Czerski, Piotr M, Cruceanu, Cristiana, Jones, Ian R, Posthuma, Danielle, Andlauer, Till FM, Forstner, Andreas J, Streit, Fabian, Baune, Bernhard T, Air, Tracy, Sinnamon, Grant, Wray, Naomi R, MacIntyre, Donald J, Porteous, David, Homuth, Georg, Rivera, Margarita, Grove, Jakob, Middeldorp, Christel M, Hickie, Ian, Pergadia, Michele, Mehta, Divya, Smit, Johannes H, Jansen, Rick, De Geus, Eco, Dunn, Erin, Li, Qingqin S, Nauck, Matthias, Schoevers, Robert A, Beekman, Aartjan Tf, Knowles, James A, Viktorin, Alexander, Arnold, Paul, Barr, Cathy L, Bedoya-Berrio, Gabriel, Bienvenu, O Joseph, Brentani, Helena, Burton, Christie, Camarena, Beatriz, Cappi, Carolina, Cath, Danielle, Cavallini, Maria, Cusi, Daniele, Darrow, Sabrina, Denys, Damiaan, Derks, Eske M, Dietrich, Andrea, Fernandez, Thomas, Figee, Martijn, Freimer, Nelson, Gerber, Gloria, Grados, Marco, Greenberg, Erica, Hanna, Gregory L, Hartmann, Andreas, Hirschtritt, Matthew E, Hoekstra, Pieter J, Huang, Alden, Huyser, Chaim, Illmann, Cornelia, Jenike, Michael, Kuperman, Samuel, Leventhal, Bennett, Lochner, Christine, Lyon, Gholson J, Macciardi, Fabio, Madruga-Garrido, Marcos, Malaty, Irene A, Maras, Athanasios, McGrath, Lauren, Miguel, Eurípedes C, Mir, Pablo, Nestadt, Gerald, Nicolini, Humberto, Okun, Michael S, Pakstis, Andrew, Paschou, Peristera, Piacentini, John, Pittenger, Christopher, Plessen, Kerstin, Ramensky, Vasily, Ramos, Eliana M, Reus, Victor, Richter, Margaret A, Riddle, Mark A, Robertson, Mary M, Roessner, Veit, Rosário, Maria, Samuels, Jack F, Sandor, Paul, Stein, Dan J, Tsetsos, Fotis, Van Nieuwerburgh, Filip, Weatherall, Sarah, Wendland, Jens R, Wolanczyk, Tomasz, Worbe, Yulia, Zai, Gwyneth, Goes, Fernando S, McLaughlin, Nicole, Nestadt, Paul S, Grabe, Hans-Jorgen, Depienne, Christel, Konkashbaev, Anuar, Lanzagorta, Nuria, Valencia-Duarte, Ana, Bramon, Elvira, Buccola, Nancy, Cahn, Wiepke, Cairns, Murray, Chong, Siow A, Cohen, David, Crespo-Facorro, Benedicto, Crowley, James, Davidson, Michael, DeLisi, Lynn, Dinan, Timothy, Donohoe, Gary, Drapeau, Elodie, Duan, Jubao, Haan, Lieuwe, Hougaard, David, Karachanak-Yankova, Sena, Khrunin, Andrey, Klovins, Janis, Kučinskas, Vaidutis, Lee Chee Keong, Jimmy, Limborska, Svetlana, Loughland, Carmel, Lönnqvist, Jouko, Maher, Brion, Mattheisen, Manuel, McDonald, Colm, Murphy, Kieran C, Nenadic, Igor, Van Os, Jim, Pantelis, Christos, Pato, Michele, Petryshen, Tracey, Quested, Digby, Roussos, Panos, Sanders, Alan R, Schall, Ulrich, Schwab, Sibylle G, Sim, Kang, So, Hon-Cheong, Stögmann, Elisabeth, Subramaniam, Mythily, Toncheva, Draga, Waddington, John, Walters, James, Weiser, Mark, Cheng, Wei, Cloninger, Robert, Curtis, David, Gejman, Pablo V, Henskens, Frans, Mattingsdal, Morten, Oh, Sang-Yun, Scott, Rodney, Webb, Bradley, Breen, Gerome, Churchhouse, Claire, Bulik, Cynthia M, Daly, Mark, Dichgans, Martin, Faraone, Stephen V, Guerreiro, Rita, Holmans, Peter, Kendler, Kenneth S, Koeleman, Bobby, Mathews, Carol A, Price, Alkes, Scharf, Jeremiah, Sklar, Pamela, Williams, Julie, Wood, Nicholas W, Cotsapas, Chris, Palotie, Aarno, Smoller, Jordan W, Sullivan, Patrick, Rosand, Jonathan, Corvin, Aiden, Neale, Benjamin M, Schott, Jonathan M, Anney, Richard, Elia, Josephine, Grigoroiu-Serbanescu, Maria, Edenberg, Howard J, Murray, Robin, Massachusetts General Hospital [Boston], Broad Institute of MIT and Harvard (BROAD INSTITUTE), Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], UK Dementia Research Institute (UK DRI), University College of London [London] (UCL), School of Psychology [Cardiff University], Cardiff University, Institute for Stroke and Dementia Research (ISD), Klinikum der Universität [München]-Ludwig Maximilian University [Munich] (LMU), New Jersey Institute of Technology [Newark] (NJIT), Facteurs de Risque et Déterminants Moléculaires des Maladies liées au Vieillissement - U 1167 (RID-AGE), Institut Pasteur de Lille, Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre Hospitalier Régional Universitaire [Lille] (CHRU Lille), RIKEN Center for Integrative Medical Sciences [Yokohama] (RIKEN IMS), RIKEN - Institute of Physical and Chemical Research [Japon] (RIKEN), Neuropsychiatrie : recherche épidémiologique et clinique (PSNREC), Université Montpellier 1 (UM1)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Montpellier (UM), Laboratoire de Biotechnologie et Microbiologie Appliquée (LBMA), Université Bordeaux Segalen - Bordeaux 2-Institut National de la Recherche Agronomique (INRA), Bordeaux population health (BPH), Université de Bordeaux (UB)-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM), Service de neurologie [Rouen], CHU Rouen, Normandie Université (NU)-Normandie Université (NU), Institut de Biologie François JACOB (JACOB), Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA), Gériatrie générale et aigüe [Paris], AP-HP - Hôpital Cochin Broca Hôtel Dieu [Paris], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Columbia University [New York], Dpt of Neuroscience [New York], Icahn School of Medicine at Mount Sinai [New York] (MSSM), University of Pittsburgh (PITT), Pennsylvania Commonwealth System of Higher Education (PCSHE), University of Washington [Seattle], Tanz Center Research in Neurodegenerative Diseases [Toronto], University of Toronto, Children’s Hospital of Philadelphia (CHOP ), University of Kentucky (UK), School of medicine, Duke University [Durham], College of medicine, Brigham Young University (BYU), Oregon Health and Science University [Portland] (OHSU), Cleveland Clinic, Department of Neurology, Emory University [Atlanta, GA], Medical School, University of Michigan [Ann Arbor], University of Michigan System-University of Michigan System, Health sciences center, The University of New Mexico [Albuquerque], Institute for Memory Impairments and Neurological Disorders [Irvine], University of California [Irvine] (UC Irvine), University of California (UC)-University of California (UC), Indiana University - Purdue University Indianapolis (IUPUI), Indiana University System, Keck School of Medicine [Los Angeles], University of Southern California (USC), University of South Florida [Tampa] (USF), University of Utah School of Medicine [Salt Lake City], Boston University School of Medicine (BUSM), Boston University [Boston] (BU), Perelman School of Medicine, University of Pennsylvania, Dublin City University [Dublin] (DCU), Functional Genomics Center Zurich, Universität Zürich [Zürich] = University of Zurich (UZH)- Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology [Zürich] (ETH Zürich), Cambridge Institute for Medical Research (CIMR), University of Cambridge [UK] (CAM), Aristotle University of Thessaloniki, Maurice Wohl Clinical Neuroscience Institut, King‘s College London, Dementia Research Centre [London] (DRC), Groupe de recherche clinique Alzheimer Precision Medicine (GRC 21 - APM), Sorbonne Université (SU), MRC Centre for Neuropsychiatric Genetics and Genomics, Medical Research Council-Cardiff University, MRC Prion Unit [London], Queen's University [Belfast] (QUB), School of Life Sciences, University of Nottingham, UK (UON), Rheinische Friedrich-Wilhelms-Universität Bonn, Centre de Recherche en Cancérologie de Marseille (CRCM), Aix Marseille Université (AMU)-Institut Paoli-Calmettes, Fédération nationale des Centres de lutte contre le Cancer (FNCLCC)-Fédération nationale des Centres de lutte contre le Cancer (FNCLCC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), QIMR Berghofer Medical Research Institute, Friedrich-Alexander Universität Erlangen-Nürnberg (FAU), School of Medicine [Dublin], Trinity College Dublin, Department of Medicine, University of Texas Health Science Center, The University of Texas Health Science Center at Houston (UTHealth), School of Public Health [Boston], Erasmus University Medical Center [Rotterdam] (Erasmus MC), Columbia University Medical Center (CUMC), David Geffen School of Medicine [Los Angeles], University of California [Los Angeles] (UCLA), Saarland University [Saarbrücken], Universität Leipzig, School of Medicine [Los Angeles], Johannes Kepler Universität Linz - Johannes Kepler University Linz [Autriche] (JKU), Department of Neurology [Boston], Harvard Medical School [Boston] (HMS)-Massachusetts General Hospital [Boston], School of Medecine, Washington University in Saint Louis (WUSTL), Oslo University Hospital [Oslo], Institute for Molecular Medicine Finland [Helsinki] (FIMM), Helsinki Institute of Life Science (HiLIFE), Helsingin yliopisto = Helsingfors universitet = University of Helsinki-Helsingin yliopisto = Helsingfors universitet = University of Helsinki, 23andMe Inc., Charité - UniversitätsMedizin = Charité - University Hospital [Berlin], Department of Biological Psychology [Amsterdam], Vrije Universiteit Amsterdam [Amsterdam] (VU), Leiden University Medical Center (LUMC), Universiteit Leiden, University-Hospital Munich-Großhadern [München], Karolinska Institutet [Stockholm], Universität Ulm - Ulm University [Ulm, Allemagne], Faculty of Medicine and Life Sciences [Tampere], University of Tampere [Finland], Helsingin yliopisto = Helsingfors universitet = University of Helsinki, Brigham & Women’s Hospital [Boston] (BWH), Harvard Medical School [Boston] (HMS), Landspitali National University Hospital of Iceland, VU University Medical Center [Amsterdam], Boston VA Research Institute (BVARI), Department of Physiology, Anatomy and Genetics [Oxford], University of Oxford, Max Planck Institute of Psychiatry, Max-Planck-Gesellschaft, Christian-Albrechts-Universität zu Kiel (CAU), Institute of Clinical Molecular Biology, Kiel University, National Institute for Health and Welfare [Helsinki], Harvard T.H. Chan School of Public Health, Universitat Autònoma de Barcelona (UAB), Vall d'Hebron University Hospital [Barcelona], University of Tartu, Universitaetsklinikum Hamburg-Eppendorf = University Medical Center Hamburg-Eppendorf [Hamburg] (UKE), Center for Human and Clinical Genetics, Universiteit Leiden-Universiteit Leiden, University of Copenhagen = Københavns Universitet (UCPH), Institute of Health and Biomedical Innovation (IHBI), Queensland University of Technology [Brisbane] (QUT), Discipline of Psychiatry [Dublin], Trinity College Dublin-Trinity College Dublin, Institute of Neurology [London], The University of Hong Kong (HKU), University of Melbourne, Cooper Medical School of Rowan University [Camden] (CMSRU), Centre Hospitalier de l'Université de Montréal (CHUM), Université de Montréal (UdeM), University of Antwerp (UA), Hôpital Erasme [Bruxelles] (ULB), Faculté de Médecine [Bruxelles] (ULB), Université libre de Bruxelles (ULB)-Université libre de Bruxelles (ULB), New York University School of Medicine (NYU), New York University School of Medicine, NYU System (NYU)-NYU System (NYU), University of Eastern Finland, Universitätsklinikum Bonn (UKB), Hertie Institute for Clinical Brain Research [Tubingen], University of Tübingen, NIHR Biomedical Research Centre [London], Guy's and St Thomas' NHS Foundation Trust-King‘s College London, University Medical Center [Utrecht], Ohio State University [Columbus] (OSU), University of California [San Francisco] (UC San Francisco), University of California (UC), Royal College of Surgeons in Ireland (RCSI), University of Southern Denmark (SDU), United Christian Hospital [Hong Kong] (UCH), University of Cincinnati (UC), University of Cologne, Inselspital Bern, University of Wales, Jefferson University Hospitals, University of Liverpool, Medizinische Universität Wien = Medical University of Vienna, National Institutes of Health [Bethesda] (NIH), German Research Center for Neurodegenerative Diseases - Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Institut de Recherche en Santé Digestive (IRSD ), Institut National de la Recherche Agronomique (INRA)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Ecole Nationale Vétérinaire de Toulouse (ENVT), Institut National Polytechnique (Toulouse) (Toulouse INP), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université de Toulouse (UT)-Institut National de la Santé et de la Recherche Médicale (INSERM), University of Lincoln, University of Newcastle [Callaghan, Australia] (UoN), Fondazione IRCCS Istituto Neurologico 'Carlo Besta', University of Virginia, University of Maryland [Baltimore County] (UMBC), University of Maryland System, Royal Holloway [University of London] (RHUL), University of Edinburgh, Universidade de Lisboa = University of Lisbon (ULISBOA), Uniwersytet Jagielloński w Krakowie = Jagiellonian University (UJ), University of Split, University of North Carolina [Chapel Hill] (UNC), University of North Carolina System (UNC), Center for Genomic Regulation (CRG-UPF), CIBER de Epidemiología y Salud Pública (CIBERESP), McLean Hospital [Belmont, Ma.], Norwegian Institute of Public Health [Oslo] (NIPH), Università degli Studi di Salerno = University of Salerno (UNISA), University of Bristol [Bristol], Technische Universität Dresden = Dresden University of Technology (TU Dresden), Rheinisch-Westfälische Technische Hochschule Aachen University (RWTH), Utrecht University [Utrecht], Azienda Ospedaliera di Padova, Université de Liège, Maria Sklodowska-Curie Memorial Cancer Center and Institute of Oncology (MCMCC), Università degli Studi di Perugia = University of Perugia (UNIPG), Università degli studi della Campania 'Luigi Vanvitelli' = University of the Study of Campania Luigi Vanvitelli, National and Kapodistrian University of Athens (NKUA), Charles University [Prague] (CU), SURFACES, Institut de recherches sur la catalyse et l'environnement de Lyon (IRCELYON), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS), Flinders University [Adelaide, Australia], Virginia Commonwealth University (VCU), University of Oslo (UiO), University of Bergen (UiB), Weill Medical College of Cornell University [New York], University of North Dakota [Grand Forks] (UND), Oregon Research Institute (ORI), University of California [San Diego] (UC San Diego), Universitat de Barcelona (UB), Centro de Investigación Biomédica en Red Salud Mental [Madrid] (CIBER-SAM), Hospital Universitario Mutua de Terrassa, School of Computer Science and Communication [Stockholm], Royal Institute of Technology [Stockholm] (KTH ), Jefferson (Philadelphia University + Thomas Jefferson University), University Medical Center Göttingen (UMG), Universität Heidelberg [Heidelberg] = Heidelberg University, Radboud University Medical Center [Nijmegen], Universitätsklinikum Frankfurt, Maastricht University [Maastricht], Institute of Psychological Medicine and Clinical Neurosciences, Aarhus University [Aarhus], University of Iowa [Iowa City], Universidade Federal do Rio Grande do Sul [Porto Alegre] (UFRGS), The Hospital for sick children [Toronto] (SickKids), Hospital de Clínicas de Porto Alegre (HCPA), Alma Mater Studiorum Università di Bologna [Bologna] (UNIBO), University of British Columbia (UBC), IRCCS Fondazione Stella Maris [Pisa], Institut de Biologie Paris Seine (IBPS), Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Neuroscience Paris Seine (NPS), Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut de Biologie Paris Seine (IBPS), Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Universidade de Coimbra [Coimbra], Academic Centre on Rare Diseases (ACoRD), University College Dublin [Dublin] (UCD), Our Lady's Children's Hospital Crumlin (OLCHC), German Cancer Research Center - Deutsches Krebsforschungszentrum [Heidelberg] (DKFZ), Institut Mondor de Recherche Biomédicale (IMRB), Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), Children’s Hospital Los Angeles [Los Angeles], Yale University [New Haven], Brown University, Institute of Neuroscience [Newcastle] (ION), Newcastle University [Newcastle], Department of Medical Epidemiology and Biostatistics (MEB), Division of Medical Genetics [Seattle], University of Illinois [Chicago] (UIC), University of Illinois System, Maine Medical Center Research Institute (MMCRI), Génétique humaine et fonctions cognitives - Human Genetics and Cognitive Functions (GHFC (UMR_3571 / U-Pasteur_1)), Institut Pasteur [Paris] (IP)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Centre d’Etudes et de Recherches en Psychopathologie et Psychologie de la Santé (CERPPS), Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université de Toulouse (UT)-Toulouse Mind & Brain Institut (TMBI), Université de Toulouse (UT)-Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT), Johns Hopkins University School of Medicine [Baltimore], Ludwig Maximilian University [Munich] (LMU), University of Michigan System, Department of Genetic Epidemiology in Psychiatry [Mannhein], Universität Heidelberg [Heidelberg] = Heidelberg University-Central Institute of Mental Health Mannheim, University of Dundee, National University of Ireland [Galway] (NUI Galway), University Hospital Basel [Basel], Neuroscience Research Australia (NeuRA), Forschungszentrum Jülich GmbH | Centre de recherche de Juliers, Helmholtz-Gemeinschaft = Helmholtz Association, UNSW Faculty of Medicine [Sydney], University of New South Wales [Sydney] (UNSW), University of Chicago, Johns Hopkins University (JHU), Johns Hopkins Bloomberg School of Public Health [Baltimore], Dalhousie University [Halifax], Montreal Neurological Institute and Hospital, McGill University = Université McGill [Montréal, Canada], State University of New York (SUNY), University Hospital of Cologne [Cologne], University of Adelaide, James Cook University (JCU), Institute for Molecular Bioscience, University of Queensland [Brisbane], Greifswald University Hospital, The University of Sydney, University Medical Center Groningen [Groningen] (UMCG), University of Calgary, University Health Network, Universidad de Antioquia = University of Antioquia [Medellín, Colombia], Universidade de São Paulo = University of São Paulo (USP), Ospedale San Raffaele, University of Amsterdam [Amsterdam] (UvA), University of Groningen [Groningen], Yale School of Medicine [New Haven, Connecticut] (YSM), Academic Medical Center - Academisch Medisch Centrum [Amsterdam] (AMC), CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), University of Cape Town, Cold Spring Harbor Laboratory (CSHL), Universidad de Sevilla / University of Sevilla, University of Florida [Gainesville] (UF), University of Denver, Purdue University [West Lafayette], Centre Hospitalier Universitaire Vaudois [Lausanne] (CHUV), Moscow Institute of Physics and Technology [Moscow] (MIPT), Sunnybrook Health Sciences Centre, Federal Institute of São Paulo (IFSP), Democritus University of Thrace (DUTH), Universiteit Gent = Ghent University (UGENT), Medical University of Warsaw - Poland, Sorbonne Université - Faculté de Médecine - Département d'Enseignement et de Recherche en Médecine Générale, Universitätsklinikum Essen [Universität Duisburg-Essen] (Uniklinik Essen), Vanderbilt University Medical Center [Nashville], Vanderbilt University [Nashville], Institute of Mental Health [Singapore], Universidad de Cantabria [Santander], Tel Aviv University (TAU), University College Cork (UCC), University of Rochester [USA], Statens Serum Institut [Copenhagen], Софийски университет = Sofia University, Russian Academy of Sciences [Moscow] (RAS), Latvian Biomedical Research and Study Centre [Rīga], Vilnius University [Vilnius], Nanyang Technological University [Singapour], Department of Life Sciences, Imperial College London, Jena University Hospital [Jena], Oxford University Hospitals NHS Trust, Schizophrenia Research Institute [Sydney], Faculty of Science, Medicine and Health [Wollongong], University of Wollongong [Australia], City University of Hong Kong [Hong Kong] (CUHK), Lawrence Berkeley National Laboratory [Berkeley] (LBNL), This work was supported by grants 1R01MH10764901 and 5U01MH09443203 from the National Institute of Mental Health, as well as the Orion Farmos Research Foundation (V.A.) and the Fannie and John Hertz Foundation (H.K.F.). Consortium specific funding is detailed in the supplementary materials ('Study-specific acknowledgments')., Brainstorm Consortium, University of Kentucky, University of California [Irvine] (UCI), University of California-University of California, University of Pennsylvania [Philadelphia], Alzheimer Precision Medicine [CHU Pitié-Salpétriêre] (GRC 21 AMP), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), Universität Leipzig [Leipzig], Johannes Kepler University Linz [Linz] (JKU), University of Helsinki-University of Helsinki, University of Helsinki, University of Oxford [Oxford], University of Copenhagen = Københavns Universitet (KU), University of California [San Francisco] (UCSF), University of California, Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National de la Recherche Agronomique (INRA)-Ecole Nationale Vétérinaire de Toulouse (ENVT), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Institut National de la Santé et de la Recherche Médicale (INSERM), University of Newcastle [Australia] (UoN), University of Virginia [Charlottesville], Universidade de Lisboa (ULISBOA), Università degli Studi di Salerno (UNISA), Rheinisch-Westfälische Technische Hochschule Aachen (RWTH), Università degli Studi di Perugia (UNIPG), Università degli studi della Campania 'Luigi Vanvitelli', Universität Heidelberg [Heidelberg], Sorbonne Université (SU)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Institut Pasteur [Paris]-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Universität Heidelberg [Heidelberg]-Central Institute of Mental Health Mannheim, VU University Amsterdam, Universidade de São Paulo (USP), Yale University School of Medicine, Universidad de Sevilla, Universiteit Gent = Ghent University [Belgium] (UGENT), Service de Psychiatrie de l'Enfant et de l'Adolescent [CHU Pitié-Salpêtrière] (SPEA), Tel Aviv University [Tel Aviv], University of Sofia, Anttila, Verneri, Bulik-Sullivan, Brendan, Finucane, Hilary K., Walters, Raymond K., Bras, Jose, Duncan, Laramie, Escott-Price, Valentina, Falcone, Guido J., Gormley, Padhraig, Malik, Rainer, Patsopoulos, Nikolaos A., Ripke, Stephan, Wei, Zhi, Yu, Dongmei, Lee, Phil H., Turley, Patrick, Grenier-Boley, Benjamin, Chouraki, Vincent, Kamatani, Yoichiro, Berr, Claudine, Letenneur, Luc, Hannequin, Didier, Amouyel, Philippe, Boland, Anne, Deleuze, Jean-Françoi, Duron, Emmanuelle, Vardarajan, Badri N., Reitz, Christiane, Goate, Alison M., Huentelman, Matthew J., Ilyas Kamboh, M., Larson, Eric B., Rogaeva, Ekaterina, George-Hyslop, Peter St, Hakonarson, Hakon, Kukull, Walter A., Farrer, Lindsay A., Barnes, Lisa L., Beach, Thomas G., Yesim Demirci, F., Head, Elizabeth, Hulette, Christine M., Jicha, Gregory A., Kauwe, John S.K., Kaye, Jeffrey A., Leverenz, James B., Levey, Allan I., Lieberman, Andrew P., Pankratz, Vernon S., Poon, Wayne W., Quinn, Joseph F., Saykin, Andrew J., Schneider, Lon S., Smith, Amanda G., Sonnen, Joshua A., Stern, Robert A., Van Deerlin, Vivianna M., Van Eldik, Linda J., Harold, Denise, Russo, Giancarlo, Rubinsztein, David C., Bayer, Anthony, Tsolaki, Magda, Proitsi, Petra, Fox, Nick C., Hampel, Harald, Owen, Michael J., Mead, Simon, Passmore, Peter, Morgan, Kevin, Nöthen, Markus M., Rossor, Martin, Lupton, Michelle K., Hoffmann, Per, Kornhuber, Johanne, Lawlor, Brian, McQuillin, Andrew, Al-Chalabi, Ammar, Bis, Joshua C., Ruiz, Agustin, Boada, Mercè, Seshadri, Sudha, Beiser, Alexa, Rice, Kenneth, Van Der Lee, Sven J., De Jager, Philip L., Geschwind, Daniel H., Riemenschneider, Matthia, Riedel-Heller, Steffi, Rotter, Jerome I., Ransmayr, Gerhard, Hyman, Bradley T., Cruchaga, Carlo, Alegret, Montserrat, Winsvold, Bendik, Palta, Priit, Farh, Kai-How, Cuenca-Leon, Ester, Furlotte, Nichola, Kurth, Tobia, Ligthart, Lannie, Terwindt, Gisela M., Freilinger, Tobia, Ran, Caroline, Gordon, Scott D., Borck, Guntram, Adams, Hieab H.H., Lehtimäki, Terho, Wedenoja, Juho, Buring, Julie E., Schürks, Marku, Hrafnsdottir, Maria, Hottenga, Jouke-Jan, Penninx, Brenda, Artto, Ville, Kaunisto, Mari, Vepsäläinen, Salli, Martin, Nicholas G., Montgomery, Grant W., Kurki, Mitja I., Hämäläinen, Eija, Huang, Hailiang, Huang, Jie, Sandor, Cynthia, Webber, Caleb, Muller-Myhsok, Bertram, Schreiber, Stefan, Salomaa, Veikko, Loehrer, Elizabeth, Göbel, Hartmut, Macaya, Alfon, Pozo-Rosich, Patricia, Hansen, Thoma, Werge, Thoma, Kaprio, Jaakko, Metspalu, Andre, Kubisch, Christian, Ferrari, Michel D., Belin, Andrea C., Van Den Maagdenberg, Arn M. J. M., Zwart, John-Anker, Boomsma, Dorret, Eriksson, Nichola, Olesen, Je, Chasman, Daniel I., Nyholt, Dale R., Avbersek, Andreja, Baum, Larry, Berkovic, Samuel, Bradfield, Jonathan, Buono, Russell, Catarino, Claudia B., Cossette, Patrick, De Jonghe, Peter, Depondt, Chantal, Dlugos, Denni, Ferraro, Thomas N., French, Jacqueline, Hjalgrim, Helle, Jamnadas-Khoda, Jennifer, Kälviäinen, Reetta, Kunz, Wolfram S., Lerche, Holger, Leu, Costin, Lindhout, Dick, Lo, Warren, Lowenstein, Daniel, McCormack, Mark, Møller, Rikke S., Molloy, Anne, Ng, Ping-Wing, Oliver, Karen, Privitera, Michael, Radtke, Rodney, Ruppert, Ann-Kathrin, Sander, Thoma, Schachter, Steven, Schankin, Christoph, Scheffer, Ingrid, Schoch, Susanne, Sisodiya, Sanjay M., Smith, Philip, Sperling, Michael, Striano, Pasquale, Surges, Rainer, Neil Thomas, G., Visscher, Frank, Whelan, Christopher D., Zara, Federico, Heinzen, Erin L., Marson, Anthony, Becker, Felicita, Stroink, Han, Zimprich, Fritz, Gasser, Thoma, Gibbs, Raphael, Heutink, Peter, Martinez, Maria, Morris, Huw R., Sharma, Manu, Ryten, Mina, Mok, Kin Y., Pulit, Sara, Bevan, Steve, Holliday, Elizabeth, Attia, John, Battey, Thoma, Boncoraglio, Giorgio, Thijs, Vincent, Chen, Wei-Min, Mitchell, Braxton, Rothwell, Peter, Sharma, Pankaj, Sudlow, Cathie, Vicente, Astrid, Markus, Hugh, Kourkoulis, Christina, Pera, Joana, Raffeld, Miriam, Silliman, Scott, Perica, Vesna Boraska, Thornton, Laura M., Huckins, Laura M., William Rayner, N., Lewis, Cathryn M., Gratacos, Monica, Rybakowski, Filip, Keski-Rahkonen, Anna, Raevuori, Anu, Hudson, James I., Reichborn-Kjennerud, Ted, Monteleone, Palmiero, Karwautz, Andrea, Mannik, Katrin, Baker, Jessica H., O'Toole, Julie K., Trace, Sara E., Davis, Oliver S. P., Helder, Sietske G., Ehrlich, Stefan, Herpertz-Dahlmann, Beate, Danner, Unna N., Van Elburg, Annemarie A., Clementi, Maurizio, Forzan, Monica, Docampo, Elisa, Lissowska, Jolanta, Hauser, Joanna, Tortorella, Alfonso, Maj, Mario, Gonidakis, Fragisko, Tziouvas, Konstantino, Papezova, Hana, Yilmaz, Zeynep, Wagner, Gudrun, Cohen-Woods, Sarah, Herms, Stefan, Julia, Antonio, Rabionet, Raquel, Dick, Danielle M., Ripatti, Samuli, Andreassen, Ole A., Espeseth, Thoma, Lundervold, Astri J., Steen, Vidar M., Pinto, Dalila, Scherer, Stephen W., Aschauer, Harald, Schosser, Alexandra, Alfredsson, Lar, Padyukov, Leonid, Halmi, Katherine A., Mitchell, Jame, Strober, Michael, Bergen, Andrew W., Kaye, Walter, Szatkiewicz, Jin Peng, Cormand, Bru, Ramos-Quiroga, Josep Antoni, Sánchez-Mora, Cristina, Ribasés, Marta, Casas, Miguel, Hervas, Amaia, Arranz, Maria Jesú, Haavik, Jan, Zayats, Tetyana, Johansson, Stefan, Williams, Nigel, Dempfle, Astrid, Rothenberger, Aribert, Kuntsi, Jonna, Oades, Robert D., Banaschewski, Tobia, Franke, Barbara, Buitelaar, Jan K., Vasquez, Alejandro Aria, Doyle, Alysa E., Reif, Andrea, Lesch, Klaus-Peter, Freitag, Christine, Rivero, Olga, Palmason, Haukur, Romanos, Marcel, Langley, Kate, Rietschel, Marcella, Witt, Stephanie H., Dalsgaard, Soeren, Børglum, Anders D., Waldman, Irwin, Wilmot, Beth, Molly, Nikola, Bau, Claiton H.D., Crosbie, Jennifer, Schachar, Russell, Loo, Sandra K., McGough, James J., Grevet, Eugenio H., Medland, Sarah E., Robinson, Elise, Weiss, Lauren A., Bacchelli, Elena, Bailey, Anthony, Bal, Vanessa, Battaglia, Agatino, Betancur, Catalina, Bolton, Patrick, Cantor, Rita, Celestino-Soper, Patrícia, Dawson, Geraldine, De Rubeis, Silvia, Duque, Frederico, Green, Andrew, Klauck, Sabine M., Leboyer, Marion, Levitt, Pat, Maestrini, Elena, Mane, Shrikant, Moreno-De-Luca, Daniel, Parr, Jeremy, Regan, Regina, Reichenberg, Abraham, Sandin, Sven, Vorstman, Jacob, Wassink, Thoma, Wijsman, Ellen, Cook, Edwin, Santangelo, Susan, Delorme, Richard, Roge, Bernadette, Magalhaes, Tiago, Arking, Dan, Schulze, Thomas G., Thompson, Robert C., Strohmaier, Jana, Matthews, Keith, Melle, Ingrid, Morris, Derek, Blackwood, Dougla, McIntosh, Andrew, Bergen, Sarah E., Schalling, Martin, Jamain, Stéphane, Maaser, Anna, Fischer, Sascha B., Reinbold, Céline S., Fullerton, Janice M., Guzman-Parra, José, Mayoral, Fermin, Schofield, Peter R., Cichon, Sven, Mühleisen, Thomas W., Degenhardt, Franziska, Schumacher, Johanne, Bauer, Michael, Mitchell, Philip B., Gershon, Elliot S., Rice, John, Potash, James B., Zandi, Peter P., Craddock, Nick, Nicol Ferrier, I., Alda, Martin, Rouleau, Guy A., Turecki, Gustavo, Ophoff, Roel, Pato, Carlo, Anjorin, Adebayo, Stahl, Eli, Leber, Marku, Czerski, Piotr M., Cruceanu, Cristiana, Jones, Ian R., Posthuma, Danielle, Andlauer, Till F.M., Forstner, Andreas J., Streit, Fabian, Baune, Bernhard T., Air, Tracy, Sinnamon, Grant, Wray, Naomi R., MacIntyre, Donald J., Porteous, David, Homuth, Georg, Rivera, Margarita, Grove, Jakob, Middeldorp, Christel M., Hickie, Ian, Pergadia, Michele, Mehta, Divya, Smit, Johannes H., Jansen, Rick, De Geus, Eco, Dunn, Erin, Li, Qingqin S., Nauck, Matthia, Schoevers, Robert A., Beekman, Aartjan TF, Knowles, James A., Viktorin, Alexander, Arnold, Paul, Barr, Cathy L., Bedoya-Berrio, Gabriel, Joseph Bienvenu, O., Brentani, Helena, Burton, Christie, Camarena, Beatriz, Cappi, Carolina, Cath, Danielle, Cavallini, Maria, Cusi, Daniele, Darrow, Sabrina, Denys, Damiaan, Derks, Eske M., Dietrich, Andrea, Fernandez, Thoma, Figee, Martijn, Freimer, Nelson, Gerber, Gloria, Grados, Marco, Greenberg, Erica, Hanna, Gregory L., Hartmann, Andrea, Hirschtritt, Matthew E., Hoekstra, Pieter J., Huang, Alden, Huyser, Chaim, Illmann, Cornelia, Jenike, Michael, Kuperman, Samuel, Leventhal, Bennett, Lochner, Christine, Lyon, Gholson J., Macciardi, Fabio, Madruga-Garrido, Marco, Malaty, Irene A., Maras, Athanasio, McGrath, Lauren, Miguel, Eurípedes C., Mir, Pablo, Nestadt, Gerald, Nicolini, Humberto, Okun, Michael S., Pakstis, Andrew, Paschou, Peristera, Piacentini, John, Pittenger, Christopher, Plessen, Kerstin, Ramensky, Vasily, Ramos, Eliana M., Reus, Victor, Richter, Margaret A., Riddle, Mark A., Robertson, Mary M., Roessner, Veit, Rosário, Maria, Samuels, Jack F., Sandor, Paul, Stein, Dan J., Tsetsos, Foti, Van Nieuwerburgh, Filip, Weatherall, Sarah, Wendland, Jens R., Wolanczyk, Tomasz, Worbe, Yulia, Zai, Gwyneth, Goes, Fernando S., McLaughlin, Nicole, Nestadt, Paul S., Grabe, Hans-Jorgen, Depienne, Christel, Konkashbaev, Anuar, Lanzagorta, Nuria, Valencia-Duarte, Ana, Bramon, Elvira, Buccola, Nancy, Cahn, Wiepke, Cairns, Murray, Chong, Siow A., Cohen, David, Crespo-Facorro, Benedicto, Crowley, Jame, Davidson, Michael, DeLisi, Lynn, Dinan, Timothy, Donohoe, Gary, Drapeau, Elodie, Duan, Jubao, Haan, Lieuwe, Hougaard, David, Karachanak-Yankova, Sena, Khrunin, Andrey, Klovins, Jani, Kučinskas, Vaiduti, Keong, Jimmy Lee Chee, Limborska, Svetlana, Loughland, Carmel, Lönnqvist, Jouko, Maher, Brion, Mattheisen, Manuel, McDonald, Colm, Murphy, Kieran C., Nenadic, Igor, Van Os, Jim, Pantelis, Christo, Pato, Michele, Petryshen, Tracey, Quested, Digby, Roussos, Pano, Sanders, Alan R., Schall, Ulrich, Schwab, Sibylle G., Sim, Kang, So, Hon-Cheong, Stögmann, Elisabeth, Subramaniam, Mythily, Toncheva, Draga, Waddington, John, Walters, Jame, Weiser, Mark, Cheng, Wei, Cloninger, Robert, Curtis, David, Gejman, Pablo V., Henskens, Fran, Mattingsdal, Morten, Oh, Sang-Yun, Scott, Rodney, Webb, Bradley, Breen, Gerome, Churchhouse, Claire, Bulik, Cynthia M., Daly, Mark, Dichgans, Martin, Faraone, Stephen V., Guerreiro, Rita, Holmans, Peter, Kendler, Kenneth S., Koeleman, Bobby, Mathews, Carol A., Price, Alke, Scharf, Jeremiah, Sklar, Pamela, Williams, Julie, Wood, Nicholas W., Cotsapas, Chri, Palotie, Aarno, Smoller, Jordan W., Sullivan, Patrick, Rosand, Jonathan, Corvin, Aiden, Neale, Benjamin M., Epidemiology, Radiology & Nuclear Medicine, Anttila, V, Bulik-Sullivan, B, Finucane, H, Walters, R, Bras, J, Duncan, L, Escott-Price, V, Falcone, G, Gormley, P, Malik, R, Patsopoulos, N, Ripke, S, Wei, Z, Yu, D, Lee, P, Turley, P, Grenier-Boley, B, Chouraki, V, Kamatani, Y, Berr, C, Letenneur, L, Hannequin, D, Amouyel, P, Boland, A, Deleuze, J, Duron, E, Vardarajan, B, Reitz, C, Goate, A, Huentelman, M, Ilyas Kamboh, M, Larson, E, Rogaeva, E, George-Hyslop, P, Hakonarson, H, Kukull, W, Farrer, L, Barnes, L, Beach, T, Yesim Demirci, F, Head, E, Hulette, C, Jicha, G, Kauwe, J, Kaye, J, Leverenz, J, Levey, A, Lieberman, A, Pankratz, V, Poon, W, Quinn, J, Saykin, A, Schneider, L, Smith, A, Sonnen, J, Stern, R, Van Deerlin, V, Van Eldik, L, Harold, D, Russo, G, Rubinsztein, D, Bayer, A, Tsolaki, M, Proitsi, P, Fox, N, Hampel, H, Owen, M, Mead, S, Passmore, P, Morgan, K, Nöthen, M, Rossor, M, Lupton, M, Hoffmann, P, Kornhuber, J, Lawlor, B, Mcquillin, A, Al-Chalabi, A, Bis, J, Ruiz, A, Boada, M, Seshadri, S, Beiser, A, Rice, K, Van Der Lee, S, De 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J, Tortorella, A, Maj, M, Gonidakis, F, Tziouvas, K, Papezova, H, Yilmaz, Z, Wagner, G, Cohen-Woods, S, Herms, S, Julia, A, Rabionet, R, Dick, D, Ripatti, S, Andreassen, O, Espeseth, T, Lundervold, A, Steen, V, Pinto, D, Scherer, S, Aschauer, H, Schosser, A, Alfredsson, L, Padyukov, L, Halmi, K, Mitchell, J, Strober, M, Bergen, A, Kaye, W, Szatkiewicz, J, Cormand, B, Ramos-Quiroga, J, Sánchez-Mora, C, Ribasés, M, Casas, M, Hervas, A, Arranz, M, Haavik, J, Zayats, T, Johansson, S, Williams, N, Dempfle, A, Rothenberger, A, Kuntsi, J, Oades, R, Banaschewski, T, Franke, B, Buitelaar, J, Vasquez, A, Doyle, A, Reif, A, Lesch, K, Freitag, C, Rivero, O, Palmason, H, Romanos, M, Langley, K, Rietschel, M, Witt, S, Dalsgaard, S, Børglum, A, Waldman, I, Wilmot, B, Molly, N, Bau, C, Crosbie, J, Schachar, R, Loo, S, Mcgough, J, Grevet, E, Medland, S, Robinson, E, Weiss, L, Bacchelli, E, Bailey, A, Bal, V, Battaglia, A, Betancur, C, Bolton, P, Cantor, R, Celestino-Soper, P, Dawson, G, De Rubeis, S, 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Cahn, W, Cairns, M, Chong, S, Cohen, D, Crespo-Facorro, B, Crowley, J, Davidson, M, Delisi, L, Dinan, T, Donohoe, G, Drapeau, E, Duan, J, Haan, L, Hougaard, D, Karachanak-Yankova, S, Khrunin, A, Klovins, J, Kučinskas, V, Keong, J, Limborska, S, Loughland, C, Lönnqvist, J, Maher, B, Mattheisen, M, Mcdonald, C, Murphy, K, Nenadic, I, Van Os, J, Pantelis, C, Pato, M, Petryshen, T, Quested, D, Roussos, P, Sanders, A, Schall, U, Schwab, S, Sim, K, So, H, Stögmann, E, Subramaniam, M, Toncheva, D, Waddington, J, Walters, J, Weiser, M, Cheng, W, Cloninger, R, Curtis, D, Gejman, P, Henskens, F, Mattingsdal, M, Oh, S, Scott, R, Webb, B, Breen, G, Churchhouse, C, Bulik, C, Daly, M, Dichgans, M, Faraone, S, Guerreiro, R, Holmans, P, Kendler, K, Koeleman, B, Mathews, C, Price, A, Scharf, J, Sklar, P, Williams, J, Wood, N, Cotsapas, C, Palotie, A, Smoller, J, Sullivan, P, Rosand, J, Corvin, A, Neale, B, Kauwe, John S. K., Mcquillin, Andrew, Adams, Hieab H. H., Mccormack, Mark, Bau, Claiton H. D., Mcgough, James J., Mcintosh, Andrew, Andlauer, Till F. M., Macintyre, Donald J., Mcgrath, Lauren, Mclaughlin, Nicole, Delisi, Lynn, Mcdonald, Colm, Université Montpellier 1 (UM1)-Université de Montpellier (UM)-Institut National de la Santé et de la Recherche Médicale (INSERM), Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Vrije universiteit = Free university of Amsterdam [Amsterdam] (VU), Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Facteurs de Risque et Déterminants Moléculaires des Maladies liées au Vieillissement (Inserm U1167 - RID-AGE - Institut Pasteur), RIKEN Center for Integrative Medical Science, Neuropsychiatrie : recherche épidémiologique et clinique, Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Montpellier 1 (UM1)-Université de Montpellier (UM), University of South Florida (USF), University of Zürich [Zürich] (UZH)-Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology in Zürich [Zürich] (ETH Zürich), Alzheimer Precision Medicine GRC n°21 (APM), CHU Pitié-Salpêtrière [APHP], Cardiff University-Medical Research Council, Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Institut Paoli-Calmettes, Fédération nationale des Centres de lutte contre le Cancer (FNCLCC)-Fédération nationale des Centres de lutte contre le Cancer (FNCLCC)-Aix Marseille Université (AMU), Johannes Kepler University Linz [linz] (JKU), Washington University in St Louis, Charité - Universitätsmedizin Berlin / Charite - University Medicine Berlin, Universitat Autònoma de Barcelona [Barcelona] (UAB), Hôpital Erasme (Bruxelles), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Ecole Nationale Vétérinaire de Toulouse (ENVT), Jagiellonian University [Krakow] (UJ), Technische Universität Dresden (TUD), National and Kapodistrian University of Athens = University of Athens (NKUA | UoA), Charles University [Prague], Université de Lyon-Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Centre National de la Recherche Scientifique (CNRS), University of Bergen (UIB), University Medicine Goettingen, Università di Bologna [Bologna] (UNIBO), Forschungszentrum Jülich GmbH, UNSW Medicine [Sydney], McGill University, Universidad de Antioquia, University of Florida [Gainesville], Universiteit Gent [Ghent], Service Psychiatrie de l'Enfant et de l'Adolescent [CHU Pitié-Salpêtrière], Assistance publique - Hôpitaux de Paris (AP-HP) (APHP)-CHU Pitié-Salpêtrière [APHP], University of Wollongong, Alzheimer Precision Medicine [CHU Pitié-Salpétriêre] (GRC 21 APM), Anttila, Verneri [0000-0002-0073-4675], Finucane, Hilary K [0000-0003-3864-9828], Walters, Raymond K [0000-0001-8422-6530], Duncan, Laramie [0000-0003-1131-661X], Escott-Price, Valentina [0000-0003-1784-5483], Falcone, Guido J [0000-0002-6407-0302], Gormley, Padhraig [0000-0002-8908-6968], Malik, Rainer [0000-0001-9212-2520], Ripke, Stephan [0000-0003-3622-835X], Wei, Zhi [0000-0001-6059-4267], Yu, Dongmei [0000-0001-7901-4365], Lee, Phil H [0000-0003-1770-3100], Breen, Gerome [0000-0003-2053-1792], Bulik, Cynthia M [0000-0001-7772-3264], Daly, Mark [0000-0002-0949-8752], Dichgans, Martin [0000-0002-0654-387X], Faraone, Stephen V [0000-0002-9217-3982], Holmans, Peter [0000-0003-0870-9412], Koeleman, Bobby [0000-0001-7749-182X], Mathews, Carol A [0000-0003-2208-7058], Sklar, Pamela [0000-0001-9715-4943], Williams, Julie [0000-0002-4069-0259], Wood, Nicholas W [0000-0002-9500-3348], Cotsapas, Chris [0000-0002-7772-5910], Smoller, Jordan W [0000-0002-0381-6334], Sullivan, Patrick [0000-0002-6619-873X], Rosand, Jonathan [0000-0002-1014-9138], Corvin, Aiden [0000-0001-6717-4089], Neale, Benjamin M [0000-0003-1513-6077], and Apollo - University of Cambridge Repository
Subjects: Etiology, [SDV]Life Sciences [q-bio], MESH: Brain Diseases, body-mass index, genetics [Mental Disorders], Disorders of the Brain, Risks factors, classification [Mental Disorders], MESH: Quantitative Trait, Heritable, MESH: Risk Factors, Risk Factors, MESH: Genetic Variation, alzheimers-disease, 610 Medicine & health, bipolar disorder, Brain Diseases, deficit hyperactivity disorder, Multidisciplinary, Mental Disorders, genetics [Brain Diseases], Brain Disease, Brain, Genetic Variation, Genome-Wide Association Study, Humans, Phenotype, Quantitative Trait, Heritable, Psychiatric Disorders, anorexia-nervosa, Mental Disorder, Psychiatric Genomics, [SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC], long-term survival, Engineering sciences. Technology, Human, General Science & Technology, population-based twin, diagnosis [Mental Disorders], MESH: Phenotype, Neurological Disorders, Quantitative Trait, MD Multidisciplinary, MESH: Mental Disorders, diagnosis [Brain Diseases], Heritable, genetic correlations, [SDV.GEN]Life Sciences [q-bio]/Genetics, MESH: Humans, major depressive disorder, Risk Factor, Brain Diseases/classification, Brain Diseases/diagnosis, Brain Diseases/genetics, Mental Disorders/classification, Mental Disorders/diagnosis, Mental Disorders/genetics, classification [Brain Diseases], Perturbações do Desenvolvimento Infantil e Saúde Mental, ddc:320, MESH: Genome-Wide Association Study, genome-wide association, Brainstorm Consortium, Genetic Factors, [SDV.MHEP]Life Sciences [q-bio]/Human health and pathology
Abstract: INTRODUCTION Brain disorders may exhibit shared symptoms and substantial epidemiological comorbidity, inciting debate about their etiologic overlap. However, detailed study of phenotypes with different ages of onset, severity, and presentation poses a considerable challenge. Recently developed heritability methods allow us to accurately measure correlation of genome-wide common variant risk between two phenotypes from pools of different individuals and assess how connected they, or at least their genetic risks, are on the genomic level. We used genome-wide association data for 265,218 patients and 784,643 control participants, as well as 17 phenotypes from a total of 1,191,588 individuals, to quantify the degree of overlap for genetic risk factors of 25 common brain disorders. RATIONALE Over the past century, the classification of brain disorders has evolved to reflect the medical and scientific communities’ assessments of the presumed root causes of clinical phenomena such as behavioral change, loss of motor function, or alterations of consciousness. Directly observable phenomena (such as the presence of emboli, protein tangles, or unusual electrical activity patterns) generally define and separate neurological disorders from psychiatric disorders. Understanding the genetic underpinnings and categorical distinctions for brain disorders and related phenotypes may inform the search for their biological mechanisms. RESULTS Common variant risk for psychiatric disorders was shown to correlate significantly, especially among attention deficit hyperactivity disorder (ADHD), bipolar disorder, major depressive disorder (MDD), and schizophrenia. By contrast, neurological disorders appear more distinct from one another and from the psychiatric disorders, except for migraine, which was significantly correlated to ADHD, MDD, and Tourette syndrome. We demonstrate that, in the general population, the personality trait neuroticism is significantly correlated with almost every psychiatric disorder and migraine. We also identify significant genetic sharing between disorders and early life cognitive measures (e.g., years of education and college attainment) in the general population, demonstrating positive correlation with several psychiatric disorders (e.g., anorexia nervosa and bipolar disorder) and negative correlation with several neurological phenotypes (e.g., Alzheimer’s disease and ischemic stroke), even though the latter are considered to result from specific processes that occur later in life. Extensive simulations were also performed to inform how statistical power, diagnostic misclassification, and phenotypic heterogeneity influence genetic correlations. CONCLUSION The high degree of genetic correlation among many of the psychiatric disorders adds further evidence that their current clinical boundaries do not reflect distinct underlying pathogenic processes, at least on the genetic level. This suggests a deeply interconnected nature for psychiatric disorders, in contrast to neurological disorders, and underscores the need to refine psychiatric diagnostics. Genetically informed analyses may provide important “scaffolding” to support such restructuring of psychiatric nosology, which likely requires incorporating many levels of information. By contrast, we find limited evidence for widespread common genetic risk sharing among neurological disorders or across neurological and psychiatric disorders. We show that both psychiatric and neurological disorders have robust correlations with cognitive and personality measures. Further study is needed to evaluate whether overlapping genetic contributions to psychiatric pathology may influence treatment choices. Ultimately, such developments may pave the way toward reduced heterogeneity and improved diagnosis and treatment of psychiatric disorders.
Published: 2018

38. Genome-wide Analyses Identify KIF5A as a Novel ALS Gene

Author: Aude Nicolas, Kevin P. Kenna, Alan E. Renton, Nicola Ticozzi, Faraz Faghri, Ruth Chia, Janice A. Dominov, Brendan J. Kenna, Mike A. Nalls, Pamela Keagle, Alberto M. Rivera, Wouter van Rheenen, Natalie A. Murphy, Joke J.F.A. van Vugt, Joshua T. Geiger, Rick A. Van der Spek, Hannah A. Pliner, null Shankaracharya, Bradley N. Smith, Giuseppe Marangi, Simon D. Topp, Yevgeniya Abramzon, Athina Soragia Gkazi, John D. Eicher, Aoife Kenna, Gabriele Mora, Andrea Calvo, Letizia Mazzini, Nilo Riva, Jessica Mandrioli, Claudia Caponnetto, Stefania Battistini, Paolo Volanti, Vincenzo La Bella, Francesca L. Conforti, Giuseppe Borghero, Sonia Messina, Isabella L. Simone, Francesca Trojsi, Fabrizio Salvi, Francesco O. Logullo, Sandra D’Alfonso, Lucia Corrado, Margherita Capasso, Luigi Ferrucci, Cristiane de Araujo Martins Moreno, Sitharthan Kamalakaran, David B. Goldstein, Aaron D. Gitler, Tim Harris, Richard M. Myers, Hemali Phatnani, Rajeeva Lochan Musunuri, Uday Shankar Evani, Avinash Abhyankar, Michael C. Zody, Julia Kaye, Steven Finkbeiner, Stacia K. Wyman, Alex LeNail, Leandro Lima, Ernest Fraenkel, Clive N. Svendsen, Leslie M. Thompson, Jennifer E. Van Eyk, James D. Berry, Timothy M. Miller, Stephen J. Kolb, Merit Cudkowicz, Emily Baxi, Michael Benatar, J. Paul Taylor, Evadnie Rampersaud, Gang Wu, Joanne Wuu, Giuseppe Lauria, Federico Verde, Isabella Fogh, Cinzia Tiloca, Giacomo P. Comi, Gianni Sorarù, Cristina Cereda, Philippe Corcia, Hannu Laaksovirta, Liisa Myllykangas, Lilja Jansson, Miko Valori, John Ealing, Hisham Hamdalla, Sara Rollinson, Stuart Pickering-Brown, Richard W. Orrell, Katie C. Sidle, Andrea Malaspina, John Hardy, Andrew B. Singleton, Janel O. Johnson, Sampath Arepalli, Peter C. Sapp, Diane McKenna-Yasek, Meraida Polak, Seneshaw Asress, Safa Al-Sarraj, Andrew King, Claire Troakes, Caroline Vance, Jacqueline de Belleroche, Frank Baas, Anneloor L.M.A. ten Asbroek, José Luis Muñoz-Blanco, Dena G. Hernandez, Jinhui Ding, J. Raphael Gibbs, Sonja W. Scholz, Mary Kay Floeter, Roy H. Campbell, Francesco Landi, Robert Bowser, Stefan M. Pulst, John M. Ravits, Daniel J.L. MacGowan, Janine Kirby, Erik P. Pioro, Roger Pamphlett, James Broach, Glenn Gerhard, Travis L. Dunckley, Christopher B. Brady, Neil W. Kowall, Juan C. Troncoso, Isabelle Le Ber, Kevin Mouzat, Serge Lumbroso, Terry D. Heiman-Patterson, Freya Kamel, Ludo Van Den Bosch, Robert H. Baloh, Tim M. Strom, Thomas Meitinger, Aleksey Shatunov, Kristel R. Van Eijk, Mamede de Carvalho, Maarten Kooyman, Bas Middelkoop, Matthieu Moisse, Russell L. McLaughlin, Michael A. Van Es, Markus Weber, Kevin B. Boylan, Marka Van Blitterswijk, Rosa Rademakers, Karen E. Morrison, A. Nazli Basak, Jesús S. Mora, Vivian E. Drory, Pamela J. Shaw, Martin R. Turner, Kevin Talbot, Orla Hardiman, Kelly L. Williams, Jennifer A. Fifita, Garth A. Nicholson, Ian P. Blair, Guy A. Rouleau, Jesús Esteban-Pérez, Alberto García-Redondo, Ammar Al-Chalabi, Ekaterina Rogaeva, Lorne Zinman, Lyle W. Ostrow, Nicholas J. Maragakis, Jeffrey D. Rothstein, Zachary Simmons, Johnathan Cooper-Knock, Alexis Brice, Stephen A. Goutman, Eva L. Feldman, Summer B. Gibson, Franco Taroni, Antonia Ratti, Cinzia Gellera, Philip Van Damme, Wim Robberecht, Pietro Fratta, Mario Sabatelli, Christian Lunetta, Albert C. Ludolph, Peter M. Andersen, Jochen H. Weishaupt, William Camu, John Q. Trojanowski, Vivianna M. Van Deerlin, Robert H. Brown, Leonard H. van den Berg, Jan H. Veldink, Matthew B. Harms, Jonathan D. Glass, David J. Stone, Pentti Tienari, Vincenzo Silani, Adriano Chiò, Christopher E. Shaw, Bryan J. Traynor, John E. Landers, Isabella Simone, Giancarlo Logroscino, Ilaria Bartolomei, Maria Rita Murru, Emanuela Costantino, Carla Pani, Roberta Puddu, Carla Caredda, Valeria Piras, Stefania Tranquilli, Stefania Cuccu, Daniela Corongiu, Maurizio Melis, Antonio Milia, Francesco Marrosu, Maria Giovanna Marrosu, Gianluca Floris, Antonino Cannas, Gianluigi Mancardi, Paola Origone, Paola Mandich, Sebastiano Cavallaro, Kalliopi Marinou, Riccardo Sideri, Silvana Penco, Lorena Mosca, Giuseppe Lauria Pinter, Massimo Corbo, Paola Carrera, Nicola Fini, Antonio Fasano, Lucio Tremolizzo, Alessandro Arosio, Carlo Ferrarese, Gioacchino Tedeschi, Maria Rosaria Monsurrò, Giovanni Piccirillo, Cinzia Femiano, Anna Ticca, Enzo Ortu, Rossella Spataro, Tiziana Colletti, Marcella Zollino, Amelia Conte, Marco Luigetti, Serena Lattante, Marialuisa Santarelli, Antonio Petrucci, Maura Pugliatti, Angelo Pirisi, Leslie D. Parish, Patrizia Occhineri, Fabio Giannini, Claudia Ricci, Michele Benigni, Tea B. Cau, Daniela Loi, Cristina Moglia, Maura Brunetti, Marco Barberis, Gabriella Restagno, Federico Casale, Giuseppe Marrali, Giuseppe Fuda, Irene Ossola, Stefania Cammarosano, Antonio Canosa, Antonio Ilardi, Umberto Manera, Maurizio Grassano, Raffaella Tanel, Fabrizio Pisano, Neil A. Shneider, Stephen Goutman, Siddharthan Chandran, Suvankar Pal, George Manousakis, Stanley H. Appel, Ericka Simpson, Leo Wang, Summer Gibson, Richard Bedlack, David Lacomis, Dhruv Sareen, Alexander Sherman, Lucie Bruijn, Michelle Penny, Andrew S. Allen, Stanley Appel, Richard S. Bedlack, Braden E. Boone, Robert Brown, John P. Carulli, Alessandra Chesi, Wendy K. Chung, Elizabeth T. Cirulli, Gregory M. Cooper, Julien Couthouis, Aaron G. Day-Williams, Patrick A. Dion, Yujun Han, Sebastian D. Hayes, Angela L. Jones, Jonathan Keebler, Brian J. Krueger, Brittany N. Lasseigne, Shawn E. Levy, Yi-Fan Lu, Tom Maniatis, Slavé Petrovski, Alya R. Raphael, Zhong Ren, Katherine B. Sims, John F. Staropoli, Lindsay L. Waite, Quanli Wang, Jack R. Wimbish, Winnie W. Xin, Justin Kwan, James R. Broach, Ximena Arcila-Londono, Edward B. Lee, Noah Zaitlen, Gregory A. Cox, Steve Finkbeiner, Efthimios Dardiotis, Eran Hornstein, Daniel J. MacGowan, Terry Heiman-Patterson, Molly G. Hammell, Nikolaos A. Patsopoulos, Joshua Dubnau, Avindra Nath, Stacia Wyman, Alexander LeNail, Jenny Van Eyk, Stephan Züchner, Rebecca Schule, Jacob McCauley, Sumaira Hussain, Anne Cooley, Marielle Wallace, Christine Clayman, Richard Barohn, Jeffrey Statland, John Ravits, Andrea Swenson, Carlayne Jackson, Jaya Trivedi, Shaida Khan, Jonathan Katz, Liberty Jenkins, Ted Burns, Kelly Gwathmey, James Caress, Corey McMillan, Lauren Elman, Erik Pioro, Jeannine Heckmann, Yuen So, David Walk, Samuel Maiser, Jinghui Zhang, Fabiola De Marchi, Stefania Corti, Mauro Ceroni, Gabriele Siciliano, Massimiliano Filosto, Maurizio Inghilleri, Silvia Peverelli, Claudia Colombrita, Barbara Poletti, Luca Maderna, Roberto Del Bo, Stella Gagliardi, Giorgia Querin, Cinzia Bertolin, Viviana Pensato, Barbara Castellotti, Vincent Meininger, Gérard Besson, Emmeline Lagrange, Pierre Clavelou, Nathalie Guy, Philippe Couratier, Patrick Vourch, Véronique Danel, Emilien Bernard, Gwendal Lemasson, Ahmad Al Kheifat, Peter Andersen, Adriano Chio, Jonathan Cooper-Knock, Annelot Dekker, Vivian Drory, Alberto Garcia Redondo, Marc Gotkine, Winston Hide, Alfredo Iacoangeli, Jonathan Glass, Kevin Kenna, Matthew Kiernan, John Landers, Russell McLaughlin, Jonathan Mill, Miguel Mitne Neto, Mattieu Moisse, Jesus Mora Pardina, Karen Morrison, Stephen Newhouse, Susana Pinto, Sara Pulit, Pamela Shaw, Chris Shaw, William Sproviero, Gijs Tazelaar, Philip van Damme, Leonard van den Berg, Rick van der Spek, Kristel van Eijk, Michael van Es, Joke van Vugt, Jan Veldink, Mayana Zatz, Denis C. Bauer, Natalie A. Twine, Department of Neurosciences, Pentti Tienari / Principal Investigator, Neurologian yksikkö, Research Programs Unit, Clinicum, Research Programme for Molecular Neurology, University of Helsinki, Medicum, Department of Pathology, HUS Neurocenter, Nicolas A., Kenna K.P., Renton A.E., Ticozzi N., Faghri F., Chia R., Dominov J.A., Kenna B.J., Nalls M.A., Keagle P., Rivera A.M., van Rheenen W., Murphy N.A., van Vugt J.J.F.A., Geiger J.T., Van der Spek R.A., Pliner H.A., Shankaracharya, Smith B.N., Marangi G., Topp S.D., Abramzon Y., Gkazi A.S., Eicher J.D., Kenna A., Logullo F.O., Simone I.L., Logroscino G., Salvi F., Bartolomei I., Borghero G., Murru M.R., Costantino E., Pani C., Puddu R., Caredda C., Piras V., Tranquilli S., Cuccu S., Corongiu D., Melis M., Milia A., Marrosu F., Marrosu M.G., Floris G., Cannas A., Capasso M., Caponnetto C., Mancardi G., Origone P., Mandich P., Conforti F.L., Cavallaro S., Mora G., Marinou K., Sideri R., Penco S., Mosca L., Lunetta C., Pinter G.L., Corbo M., Riva N., Carrera P., Volanti P., Mandrioli J., Fini N., Fasano A., Tremolizzo L., Arosio A., Ferrarese C., Trojsi F., Tedeschi G., Monsurro M.R., Piccirillo G., Femiano C., Ticca A., Ortu E., La Bella V., Spataro R., Colletti T., Sabatelli M., Zollino M., Conte A., Luigetti M., Lattante S., Santarelli M., Petrucci A., Pugliatti M., Pirisi A., Parish L.D., Occhineri P., Giannini F., Battistini S., Ricci C., Benigni M., Cau T.B., Loi D., Calvo A., Moglia C., Brunetti M., Barberis M., Restagno G., Casale F., Marrali G., Fuda G., Ossola I., Cammarosano S., Canosa A., Ilardi A., Manera U., Grassano M., Tanel R., Pisano F., Mazzini L., Messina S., D'Alfonso S., Corrado L., Ferrucci L., Harms M.B., Goldstein D.B., Shneider N.A., Goutman S.A., Simmons Z., Miller T.M., Chandran S., Pal S., Manousakis G., Appel S.H., Simpson E., Wang L., Baloh R.H., Gibson S.B., Bedlack R., Lacomis D., Sareen D., Sherman A., Bruijn L., Penny M., Moreno C.D.A.M., Kamalakaran S., Allen A.S., Boone B.E., Brown R.H., Carulli J.P., Chesi A., Chung W.K., Cirulli E.T., Cooper G.M., Couthouis J., Day-Williams A.G., Dion P.A., Gitler A.D., Glass J.D., Han Y., Harris T., Hayes S.D., Jones A.L., Keebler J., Krueger B.J., Lasseigne B.N., Levy S.E., Lu Y.-F., Maniatis T., McKenna-Yasek D., Myers R.M., Petrovski S., Pulst S.M., Raphael A.R., Ravits J.M., Ren Z., Rouleau G.A., Sapp P.C., Sims K.B., Staropoli J.F., Waite L.L., Wang Q., Wimbish J.R., Xin W.W., Phatnani H., Kwan J., Broach J., Arcila-Londono X., Lee E.B., Van Deerlin V.M., Fraenkel E., Ostrow L.W., Baas F., Zaitlen N., Berry J.D., Malaspina A., Fratta P., Cox G.A., Thompson L.M., Finkbeiner S., Dardiotis E., Hornstein E., MacGowan D.J.L., Heiman-Patterson T., Hammell M.G., Patsopoulos N.A., Dubnau J., Nath A., Musunuri R.L., Evani U.S., Abhyankar A., Zody M.C., Kaye J., Wyman S.K., LeNail A., Lima L., Rothstein J.D., Svendsen C.N., Van Eyk J.E., Maragakis N.J., Kolb S.J., Cudkowicz M., Baxi E., Benatar M., Taylor J.P., Wu G., Rampersaud E., Wuu J., Rademakers R., Zuchner S., Schule R., McCauley J., Hussain S., Cooley A., Wallace M., Clayman C., Barohn R., Statland J., Swenson A., Jackson C., Trivedi J., Khan S., Katz J., Jenkins L., Burns T., Gwathmey K., Caress J., McMillan C., Elman L., Pioro E.P., Heckmann J., So Y., Walk D., Maiser S., Zhang J., Silani V., Gellera C., Ratti A., Taroni F., Lauria G., Verde F., Fogh I., Tiloca C., Comi G.P., Soraru G., Cereda C., De Marchi F., Corti S., Ceroni M., Siciliano G., Filosto M., Inghilleri M., Peverelli S., Colombrita C., Poletti B., Maderna L., Del Bo R., Gagliardi S., Querin G., Bertolin C., Pensato V., Castellotti B., Camu W., Mouzat K., Lumbroso S., Corcia P., Meininger V., Besson G., Lagrange E., Clavelou P., Guy N., Couratier P., Vourch P., Danel V., Bernard E., Lemasson G., Laaksovirta H., Myllykangas L., Jansson L., Valori M., Ealing J., Hamdalla H., Rollinson S., Pickering-Brown S., Orrell R.W., Sidle K.C., Hardy J., Singleton A.B., Johnson J.O., Arepalli S., Polak M., Asress S., Al-Sarraj S., King A., Troakes C., Vance C., de Belleroche J., ten Asbroek A.L.M.A., Munoz-Blanco J.L., Hernandez D.G., Ding J., Gibbs J.R., Scholz S.W., Floeter M.K., Campbell R.H., Landi F., Bowser R., Kirby J., Pamphlett R., Gerhard G., Dunckley T.L., Brady C.B., Kowall N.W., Troncoso J.C., Le Ber I., Heiman-Patterson T.D., Kamel F., Van Den Bosch L., Strom T.M., Meitinger T., Shatunov A., Van Eijk K.R., de Carvalho M., Kooyman M., Middelkoop B., Moisse M., McLaughlin R.L., Van Es M.A., Weber M., Boylan K.B., Van Blitterswijk M., Morrison K.E., Basak A.N., Mora J.S., Drory V.E., Shaw P.J., Turner M.R., Talbot K., Hardiman O., Williams K.L., Fifita J.A., Nicholson G.A., Blair I.P., Esteban-Perez J., Garcia-Redondo A., Al-Chalabi A., Al Kheifat A., Andersen P.M., Chio A., Cooper-Knock J., Dekker A., Redondo A.G., Gotkine M., Hide W., Iacoangeli A., Kiernan M., Landers J.E., Mill J., Neto M.M., Pardina J.M., Newhouse S., Pinto S., Pulit S., Robberecht W., Shaw C., Sproviero W., Tazelaar G., Van Damme P., van den Berg L.H., van Vugt J., Veldink J.H., Zatz M., Bauer D.C., Twine N.A., Rogaeva E., Zinman L., Brice A., Feldman E.L., Ludolph A.C., Weishaupt J.H., Trojanowski J.Q., Stone D.J., Tienari P., Shaw C.E., Traynor B.J., ITALSGEN Consortium, Genomic Translation ALS Care GTAC, ALS Sequencing Consortium, NYGC ALS Consortium, Answer ALS Fdn, Clinical Res ALS Related Disorders, SLAGEN Consortium, French ALS Consortium, Project MinE ALS Sequencing Consor, Medical Research Council (MRC), ANS - Complex Trait Genetics, Human Genetics, ARD - Amsterdam Reproduction and Development, Catholic University of Leuven - Katholieke Universiteit Leuven (KU Leuven), Università cattolica del Sacro Cuore [Roma] (Unicatt), Centre référent Sclérose Latérale Amyotrophique [CHRU Montpellier] (SLA CHRU Montpellier), Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier)-Université Montpellier 1 (UM1), Lunar and Planetary Laboratory [Tucson] (LPL), University of Arizona, Università degli studi di Torino (UNITO), Institut du Cerveau et de la Moëlle Epinière = Brain and Spine Institute (ICM), Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-CHU Pitié-Salpêtrière [AP-HP], Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Centre National de la Recherche Scientifique (CNRS), New York Genome Center [New York], New York Genome Center, Laboratoire de Biométrie et Biologie Evolutive - UMR 5558 (LBBE), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS)-Centre National de la Recherche Scientifique (CNRS), St Jude Children's Research Hospital, Howard Hughes Medical Institute [Chevy Chase] (HHMI), Howard Hughes Medical Institute (HHMI), Centre de compétence de la Sclérose Latérale Amyotrophique [CHRU Tours] (SLA CHRU Tours), Centre Hospitalier Régional Universitaire de Tours (CHRU Tours), University College of London [London] (UCL), Synchrotron SOLEIL (SSOLEIL), Centre National de la Recherche Scientifique (CNRS), King‘s College London, University of New Haven [Connecticut], Princeton University, Laboratoire de Biochimie [CHRU Nîmes], Centre Hospitalier Universitaire de Nîmes (CHU Nîmes), Institut des Neurosciences de Montpellier - Déficits sensoriels et moteurs (INM), Université de Montpellier (UM)-Institut National de la Santé et de la Recherche Médicale (INSERM), Technische Universität Munchen - Université Technique de Munich [Munich, Allemagne] (TUM), Helmholtz-Zentrum München (HZM), University Medical Center [Utrecht], Deutsches Forschungszentrum für Künstliche Intelligenz GmbH = German Research Center for Artificial Intelligence (DFKI), Mayo Clinic [Jacksonville], Trinity College Dublin, Maurice Wohl Clinical Neuroscience Institut, Tanz Center Research in Neurodegenerative Diseases [Toronto], University of Toronto, Neurologie et thérapeutique expérimentale, Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR70-Université Pierre et Marie Curie - Paris 6 (UPMC), Repositório da Universidade de Lisboa, Nicolas, A, Kenna, K, Renton, A, Ticozzi, N, Faghri, F, Chia, R, Dominov, J, Kenna, B, Nalls, M, Keagle, P, Rivera, A, van Rheenen, W, Murphy, N, van Vugt, J, Geiger, J, van der Spek, R, Pliner, H, Shankaracharya, N, Smith, B, Marangi, G, Topp, S, Abramzon, Y, Gkazi, A, Eicher, J, Kenna, A, Logullo, F, Simone, I, Logroscino, G, Salvi, F, Bartolomei, I, Borghero, G, Murru, M, Costantino, E, Pani, C, Puddu, R, Caredda, C, Piras, V, Tranquilli, S, Cuccu, S, Corongiu, D, Melis, M, Milia, A, Marrosu, F, Marrosu, M, Floris, G, Cannas, A, Capasso, M, Caponnetto, C, Mancardi, G, Origone, P, Mandich, P, Conforti, F, Cavallaro, S, Mora, G, Marinou, K, Sideri, R, Penco, S, Mosca, L, Lunetta, C, Pinter, G, Corbo, M, Riva, N, Carrera, P, Volanti, P, Mandrioli, J, Fini, N, Fasano, A, Tremolizzo, L, Arosio, A, Ferrarese, C, Trojsi, F, Tedeschi, G, Monsurrò, M, Piccirillo, G, Femiano, C, Ticca, A, Ortu, E, La Bella, V, Spataro, R, Colletti, T, Sabatelli, M, Zollino, M, Conte, A, Luigetti, M, Lattante, S, Santarelli, M, Petrucci, A, Pugliatti, M, Pirisi, A, Parish, L, Occhineri, P, Giannini, F, Battistini, S, Ricci, C, Benigni, M, Cau, T, Loi, D, Calvo, A, Moglia, C, Brunetti, M, Barberis, M, Restagno, G, Casale, F, Marrali, G, Fuda, G, Ossola, I, Cammarosano, S, Canosa, A, Ilardi, A, Manera, U, Grassano, M, Tanel, R, Pisano, F, Mazzini, L, Messina, S, D'Alfonso, S, Corrado, L, Ferrucci, L, Harms, M, Goldstein, D, Shneider, N, Goutman, S, Simmons, Z, Miller, T, Chandran, S, Pal, S, Manousakis, G, Appel, S, Simpson, E, Wang, L, Baloh, R, Gibson, S, Bedlack, R, Lacomis, D, Sareen, D, Sherman, A, Bruijn, L, Penny, M, Moreno, C, Kamalakaran, S, Allen, A, Boone, B, Brown, R, Carulli, J, Chesi, A, Chung, W, Cirulli, E, Cooper, G, Couthouis, J, Day-Williams, A, Dion, P, Gitler, A, Glass, J, Han, Y, Harris, T, Hayes, S, Jones, A, Keebler, J, Krueger, B, Lasseigne, B, Levy, S, Lu, Y, Maniatis, T, McKenna-Yasek, D, Myers, R, Petrovski, S, Pulst, S, Raphael, A, Ravits, J, Ren, Z, Rouleau, G, Sapp, P, Sims, K, Staropoli, J, Waite, L, Wang, Q, Wimbish, J, Xin, W, Phatnani, H, Kwan, J, Broach, J, Arcila-Londono, X, Lee, E, Van Deerlin, V, Fraenkel, E, Ostrow, L, Baas, F, Zaitlen, N, Berry, J, Malaspina, A, Fratta, P, Cox, G, Thompson, L, Finkbeiner, S, Dardiotis, E, Hornstein, E, Macgowan, D, Heiman-Patterson, T, Hammell, M, Patsopoulos, N, Dubnau, J, Nath, A, Musunuri, R, Evani, U, Abhyankar, A, Zody, M, Kaye, J, Wyman, S, Lenail, A, Lima, L, Rothstein, J, Svendsen, C, Van Eyk, J, Maragakis, N, Kolb, S, Cudkowicz, M, Baxi, E, Benatar, M, Taylor, J, Wu, G, Rampersaud, E, Wuu, J, Rademakers, R, Züchner, S, Schule, R, Mccauley, J, Hussain, S, Cooley, A, Wallace, M, Clayman, C, Barohn, R, Statland, J, Swenson, A, Jackson, C, Trivedi, J, Khan, S, Katz, J, Jenkins, L, Burns, T, Gwathmey, K, Caress, J, Mcmillan, C, Elman, L, Pioro, E, Heckmann, J, So, Y, Walk, D, Maiser, S, Zhang, J, Silani, V, Gellera, C, Ratti, A, Taroni, F, Lauria, G, Verde, F, Fogh, I, Tiloca, C, Comi, G, Sorarù, G, Cereda, C, De Marchi, F, Corti, S, Ceroni, M, Siciliano, G, Filosto, M, Inghilleri, M, Peverelli, S, Colombrita, C, Poletti, B, Maderna, L, Del Bo, R, Gagliardi, S, Querin, G, Bertolin, C, Pensato, V, Castellotti, B, Camu, W, Mouzat, K, Lumbroso, S, Corcia, P, Meininger, V, Besson, G, Lagrange, E, Clavelou, P, Guy, N, Couratier, P, Vourch, P, Danel, V, Bernard, E, Lemasson, G, Laaksovirta, H, Myllykangas, L, Jansson, L, Valori, M, Ealing, J, Hamdalla, H, Rollinson, S, Pickering-Brown, S, Orrell, R, Sidle, K, Hardy, J, Singleton, A, Johnson, J, Arepalli, S, Polak, M, Asress, S, Al-Sarraj, S, King, A, Troakes, C, Vance, C, de Belleroche, J, ten Asbroek, A, Muñoz-Blanco, J, Hernandez, D, Ding, J, Gibbs, J, Scholz, S, Floeter, M, Campbell, R, Landi, F, Bowser, R, Kirby, J, Pamphlett, R, Gerhard, G, Dunckley, T, Brady, C, Kowall, N, Troncoso, J, Le Ber, I, Kamel, F, Van Den Bosch, L, Strom, T, Meitinger, T, Shatunov, A, Van Eijk, K, de Carvalho, M, Kooyman, M, Middelkoop, B, Moisse, M, Mclaughlin, R, Van Es, M, Weber, M, Boylan, K, Van Blitterswijk, M, Morrison, K, Basak, A, Mora, J, Drory, V, Shaw, P, Turner, M, Talbot, K, Hardiman, O, Williams, K, Fifita, J, Nicholson, G, Blair, I, Esteban-Pérez, J, García-Redondo, A, Al-Chalabi, A, Al Kheifat, A, Andersen, P, Chio, A, Cooper-Knock, J, Dekker, A, Redondo, A, Gotkine, M, Hide, W, Iacoangeli, A, Kiernan, M, Landers, J, Mill, J, Neto, M, Pardina, J, Newhouse, S, Pinto, S, Pulit, S, Robberecht, W, Shaw, C, Sproviero, W, Tazelaar, G, van Damme, P, van den Berg, L, van Eijk, K, van Es, M, Veldink, J, Zatz, M, Bauer, D, Twine, N, Rogaeva, E, Zinman, L, Brice, A, Feldman, E, Ludolph, A, Weishaupt, J, Trojanowski, J, Stone, D, Tienari, P, Chiò, A, Traynor, B, Nicolas, Aude, Kenna, Kevin P, Renton, Alan E, Ticozzi, Nicola, Faghri, Faraz, Chia, Ruth, Dominov, Janice A, Kenna, Brendan J, Nalls, Mike A, Keagle, Pamela, Rivera, Alberto M, van Rheenen, Wouter, Murphy, Natalie A, van Vugt, Joke J F A, Geiger, Joshua T, Van der Spek, Rick A, Pliner, Hannah A, Shankaracharya, Null, Smith, Bradley N, Marangi, Giuseppe, Topp, Simon D, Abramzon, Yevgeniya, Gkazi, Athina Soragia, Eicher, John D, Kenna, Aoife, Mora, Gabriele, Calvo, Andrea, Mazzini, Letizia, Riva, Nilo, Mandrioli, Jessica, Caponnetto, Claudia, Battistini, Stefania, Volanti, Paolo, La Bella, Vincenzo, Conforti, Francesca L, Borghero, Giuseppe, Messina, Sonia, Simone, Isabella L, Trojsi, Francesca, Salvi, Fabrizio, Logullo, Francesco O, D'Alfonso, Sandra, Corrado, Lucia, Capasso, Margherita, Ferrucci, Luigi, Logullo, Fo, Murru, Mr, Marrosu, Mg, Conforti, Fl, Pinter, Gl, Tedeschi, Gioacchino, Monsurrò, Maria Rosaria, Parish, Ld, Cau, Tb, Moreno, Cristiane de Araujo Martin, Kamalakaran, Sitharthan, Goldstein, David B, Gitler, Aaron D, Harris, Tim, Myers, Richard M, Phatnani, Hemali, Musunuri, Rajeeva Lochan, Evani, Uday Shankar, Abhyankar, Avinash, Zody, Michael C, Kaye, Julia, Finkbeiner, Steven, Wyman, Stacia K, Lenail, Alex, Lima, Leandro, Fraenkel, Ernest, Svendsen, Clive N, Thompson, Leslie M, Van Eyk, Jennifer E, Berry, James D, Miller, Timothy M, Kolb, Stephen J, Cudkowicz, Merit, Baxi, Emily, Benatar, Michael, Taylor, J Paul, Rampersaud, Evadnie, Wu, Gang, Wuu, Joanne, Lauria, Giuseppe, Verde, Federico, Fogh, Isabella, Tiloca, Cinzia, Comi, Giacomo P, Sorarù, Gianni, Cereda, Cristina, Corcia, Philippe, Laaksovirta, Hannu, Myllykangas, Liisa, Jansson, Lilja, Valori, Miko, Ealing, John, Hamdalla, Hisham, Rollinson, Sara, Pickering-Brown, Stuart, Orrell, Richard W, Sidle, Katie C, Malaspina, Andrea, Hardy, John, Singleton, Andrew B, Johnson, Janel O, Arepalli, Sampath, Sapp, Peter C, McKenna-Yasek, Diane, Polak, Meraida, Asress, Seneshaw, Al-Sarraj, Safa, King, Andrew, Troakes, Claire, Vance, Caroline, de Belleroche, Jacqueline, Baas, Frank, Ten Asbroek, Anneloor L M A, Muñoz-Blanco, José Lui, Hernandez, Dena G, Ding, Jinhui, Gibbs, J Raphael, Scholz, Sonja W, Floeter, Mary Kay, Campbell, Roy H, Landi, Francesco, Bowser, Robert, Pulst, Stefan M, Ravits, John M, Macgowan, Daniel J L, Kirby, Janine, Pioro, Erik P, Pamphlett, Roger, Broach, Jame, Gerhard, Glenn, Dunckley, Travis L, Brady, Christopher B, Kowall, Neil W, Troncoso, Juan C, Le Ber, Isabelle, Mouzat, Kevin, Lumbroso, Serge, Heiman-Patterson, Terry D, Kamel, Freya, Van Den Bosch, Ludo, Baloh, Robert H, Strom, Tim M, Meitinger, Thoma, Shatunov, Aleksey, Van Eijk, Kristel R, de Carvalho, Mamede, Kooyman, Maarten, Middelkoop, Ba, Moisse, Matthieu, Mclaughlin, Russell L, Van Es, Michael A, Weber, Marku, Boylan, Kevin B, Van Blitterswijk, Marka, Rademakers, Rosa, Morrison, Karen E, Basak, A Nazli, Mora, Jesús S, Drory, Vivian E, Shaw, Pamela J, Turner, Martin R, Talbot, Kevin, Hardiman, Orla, Williams, Kelly L, Fifita, Jennifer A, Nicholson, Garth A, Blair, Ian P, Rouleau, Guy A, Esteban-Pérez, Jesú, García-Redondo, Alberto, Al-Chalabi, Ammar, Rogaeva, Ekaterina, Zinman, Lorne, Ostrow, Lyle W, Maragakis, Nicholas J, Rothstein, Jeffrey D, Simmons, Zachary, Cooper-Knock, Johnathan, Brice, Alexi, Goutman, Stephen A, Feldman, Eva L, Gibson, Summer B, Taroni, Franco, Ratti, Antonia, Gellera, Cinzia, Van Damme, Philip, Robberecht, Wim, Fratta, Pietro, Sabatelli, Mario, Lunetta, Christian, Ludolph, Albert C, Andersen, Peter M, Weishaupt, Jochen H, Camu, William, Trojanowski, John Q, Van Deerlin, Vivianna M, Brown, Robert H, van den Berg, Leonard H, Veldink, Jan H, Harms, Matthew B, Glass, Jonathan D, Stone, David J, Tienari, Pentti, Silani, Vincenzo, Chiò, Adriano, Shaw, Christopher E, Traynor, Bryan J, Landers, John E, Université Montpellier 1 (UM1)-Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Centre Hospitalier Régional Universitaire de Tours (CHRU TOURS), and Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Montpellier (UM)
Subjects: Male, Als gene, Genome-wide association study, FAMILIAL ALS, ALS, axonal transport, cargo, GWAS, KIF5A, WES, WGS, 0302 clinical medicine, 80 and over, Psychology, Aetiology, Aged, 80 and over, 0303 health sciences, French ALS Consortium, Kinesin, KINESIN HEAVY-CHAIN, Cognitive Sciences, Human, Hereditary spastic paraplegia, Neuroscience(all), Single-nucleotide polymorphism, TARGETED DISRUPTION, Article, 03 medical and health sciences, Genetics, Humans, Amino Acid Sequence, Loss function, Aged, HEXANUCLEOTIDE REPEAT, Neuroscience (all), MUTATIONS, Amyotrophic Lateral Sclerosis, 3112 Neurosciences, 1702 Cognitive Science, medicine.disease, ITALSGEN Consortium, Answer ALS Foundation, 030104 developmental biology, ALS Sequencing Consortium, Human medicine, 1109 Neurosciences, 030217 neurology & neurosurgery, 0301 basic medicine, [SDV]Life Sciences [q-bio], Kinesins, Neurodegenerative, Genetic analysis, Genome, AMYOTROPHIC-LATERAL-SCLEROSIS, 3124 Neurology and psychiatry, Cohort Studies, Pathogenesis, Loss of Function Mutation, Missense mutation, 2.1 Biological and endogenous factors, Amyotrophic lateral sclerosis, NYGC ALS Consortium, General Neuroscience, ALS, axonal transport, cargo, GWAS, KIF5A, WES, WGS, Middle Aged, Phenotype, Settore MED/26 - NEUROLOGIA, Neurological, Project MinE ALS Sequencing Consortium, Female, Adult, Biology, GENOTYPE IMPUTATION, Genome-Wide Association Study, Young Adult, NO, Rare Diseases, medicine, SLAGEN Consortium, Gene, 030304 developmental biology, Clinical Research in ALS and Related Disorders for Therapeutic Development (CReATe) Consortium, Neurology & Neurosurgery, Human Genome, Neurosciences, AXONAL-TRANSPORT, Brain Disorders, Family member, DNA-DAMAGE, MOTOR-NEURONS, 3111 Biomedicine, Cohort Studie, Genomic Translation for ALS Care (GTAC) Consortium, Amyotrophic Lateral Sclerosi
Abstract: © 2018 Elsevier Inc., To identify novel genes associated with ALS, we undertook two lines of investigation. We carried out a genome-wide association study comparing 20,806 ALS cases and 59,804 controls. Independently, we performed a rare variant burden analysis comparing 1,138 index familial ALS cases and 19,494 controls. Through both approaches, we identified kinesin family member 5A (KIF5A) as a novel gene associated with ALS. Interestingly, mutations predominantly in the N-terminal motor domain of KIF5A are causative for two neurodegenerative diseases: hereditary spastic paraplegia (SPG10) and Charcot-Marie-Tooth type 2 (CMT2). In contrast, ALS-associated mutations are primarily located at the C-terminal cargo-binding tail domain and patients harboring loss-of-function mutations displayed an extended survival relative to typical ALS cases. Taken together, these results broaden the phenotype spectrum resulting from mutations in KIF5A and strengthen the role of cytoskeletal defects in the pathogenesis of ALS.
Published: 2018

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