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Human Molecular Genetics Advance Access originally published online on February 4, 2009
Human Molecular Genetics 2009 18(8):1524-1532; doi:10.1093/hmg/ddp059
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© The Author 2009. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oxfordjournals.org

A two-stage genome-wide association study of sporadic amyotrophic lateral sclerosis

Adriano Chiò1,{dagger}, Jennifer C. Schymick2,3,{dagger}, Gabriella Restagno4,{dagger}, Sonja W. Scholz5,6, Federica Lombardo4, Shiao-Lin Lai5,7, Gabriele Mora8, Hon-Chung Fung2,7, Angela Britton5, Sampath Arepalli5, J. Raphael Gibbs6,9, Michael Nalls5, Stephen Berger2, Lydia Coulter Kwee10,11, Eugene Z. Oddone11,12, Jinhui Ding9, Cynthia Crews2, Ian Rafferty2, Nicole Washecka2, Dena Hernandez5,6, Luigi Ferrucci13, Stefania Bandinelli14, Jack Guralnik15, Fabio Macciardi16, Federica Torri16, Sara Lupoli17, Stephen J. Chanock18, Gilles Thomas18, David J. Hunter18,19, Christian Gieger20,21, H. Erich Wichmann20,21, Andrea Calvo1, Roberto Mutani1, Stefania Battistini22, Fabio Giannini22, Claudia Caponnetto23, Giovanni Luigi Mancardi23, Vincenzo La Bella24, Francesca Valentino24, Maria Rosaria Monsurrò25, Gioacchino Tedeschi25, Kalliopi Marinou8, Mario Sabatelli26, Amelia Conte26, Jessica Mandrioli27, Patrizia Sola27, Fabrizio Salvi28, Ilaria Bartolomei28, Gabriele Siciliano29, Cecilia Carlesi29, Richard W. Orrell30, Kevin Talbot3, Zachary Simmons31, James Connor32, Erik P. Pioro33, Travis Dunkley34, Dietrich A. Stephan34, Dalia Kasperaviciute35, Elizabeth M. Fisher35, Sibylle Jabonka36, Michael Sendtner36, Marcus Beck36, Lucie Bruijn37, Jeffrey Rothstein38, Silke Schmidt10,11, Andrew Singleton5, John Hardy2,6 and Bryan J. Traynor2,38,*

1 Department of Neuroscience, University of Turin, Turin, Italy 2 Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD, USA 3 Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, UK 4 Molecular Genetics Unit, Department of Clinical Pathology, A.S.O. O.I.R.M.-S.Anna, Turin, Italy 5 Molecular Genetics Unit, Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD, USA 6 Department of Molecular Neuroscience and Reta Lila Weston Institute of Neurological Studies, Institute of Neurology, Queen Square, London, UK 7 Department of Neurology, Chang Gung Memorial Hospital and College of Medicine, Taiwan, Republic of China 8 Salvatore Maugeri Foundation, Lissone, Italy 9 Computational Biology Core, Laboratory of Neurogenetics, National Institute on Aging, NIH, Bethesda, MD, USA 10 Center for Human Genetics, Duke University Medical Center, Durham, NC, USA 11 Department of Medicine, Duke University Medical Center, Durham, NC, USA 12 Epidemiology Research and Information Center, Durham VAMC, Durham, NC, USA 13 Longitudinal Studies Section, Clinical Research Branch, National Institute on Aging, Baltimore, MD, USA 14 Geriatric Unit, Azienda Sanitaria di Firenze, Florence, Italy 15 Laboratory of Epidemiology, Demography and Biometry, National Institute on Aging, Bethesda, MD, USA 16 Department of Science and Biomedical Technology, University of Milan, Milan, Italy 17 INSPE, San Raffaele Scientific Institute, Milan, Italy 18 Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, MD, USA 19 Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA 20 Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg/Munich, Germany 21 Institute of Medical Informatics, Biometry and Epidemiology, Ludwig-Maximilians-Universität, Munich, Germany 22 Department of Neuroscience, Neurology Section, University of Siena, Siena, Italy 23 Department of Neuroscience, Ophthalmology and Genetics, University of Genoa, Genoa, Italy 24 Department of Clinical Neurosciences, University of Palermo, Sicily, Italy 25 Department of Neurological Sciences, Second University of Naples, Caserta, Italy 26 Neurological Institute, Catholic University and I.CO.M.M. Association for ALS Research, Rome, Italy 27 Department of Neuroscience, S. Agostino- Estense Hospital and University of Modena, Modena, Italy 28 Department of Neurology, Center for Diagnosis and Cure of Rare Diseases, Bellaria Hospital, Bologna, Italy 29 Department of Neuroscience, University of Pisa, Pisa, Italy 30 University Department of Clinical Neurosciences, Institute of Neurology, University College London, London 31 Department of Neurology, Penn State College of Medicine, Hershey, PA, USA 32 Department of Neurosurgery, Penn State College of Medicine, Hershey, PA, USA 33 Department of Neurology, Cleveland Clinic, Cleveland, OH, USA 34 Neurogenomics Division, Translational Genomics Institute (TGEN), Phoenix, AZ, USA 35 Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK 36 Institute of Clinical Neurobiology, University of Wuerzburg, Wuerzburg, Germany 37 The ALS Association, Palm Harbor, FL, USA 38 Department of Neurology, Johns Hopkins University, Baltimore, MD, USA

* To whom correspondence should be addressed at: National Institutes of Health, Building 35, Room 1A/1000, 35 Convent Drive, Bethesda, MD 20892-3720, USA. Tel: +1 3014517606; Fax: +1 3014517295; Email: traynorb{at}mail.nih.gov

Received December 2, 2008; Accepted February 2, 2009

The cause of sporadic amyotrophic lateral sclerosis (ALS) is largely unknown, but genetic factors are thought to play a significant role in determining susceptibility to motor neuron degeneration. To identify genetic variants altering risk of ALS, we undertook a two-stage genome-wide association study (GWAS): we followed our initial GWAS of 545 066 SNPs in 553 individuals with ALS and 2338 controls by testing the 7600 most associated SNPs from the first stage in three independent cohorts consisting of 2160 cases and 3008 controls. None of the SNPs selected for replication exceeded the Bonferroni threshold for significance. The two most significantly associated SNPs, rs2708909 and rs2708851 [odds ratio (OR) = 1.17 and 1.18, and P-values = 6.98 x 10–7 and 1.16 x 10–6], were located on chromosome 7p13.3 within a 175 kb linkage disequilibrium block containing the SUNC1, HUS1 and C7orf57 genes. These associations did not achieve genome-wide significance in the original cohort and failed to replicate in an additional independent cohort of 989 US cases and 327 controls (OR = 1.18 and 1.19, P-values = 0.08 and 0.06, respectively). Thus, we chose to cautiously interpret our data as hypothesis-generating requiring additional confirmation, especially as all previously reported loci for ALS have failed to replicate successfully. Indeed, the three loci (FGGY, ITPR2 and DPP6) identified in previous GWAS of sporadic ALS were not significantly associated with disease in our study. Our findings suggest that ALS is more genetically and clinically heterogeneous than previously recognized. Genotype data from our study have been made available online to facilitate such future endeavors.


{dagger} The authors wish it to be known that, in their opinion, the first three authors should be regarded as joint First Authors.


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