Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease with a lifetime risk of one in 350 people and an unmet need for disease-modifying therapies. We conducted a cross-ancestry genome-wide association study (GWAS) including 29,612 patients with ALS and 122,656 controls, which identified 15 risk loci. When combined with 8,953 individuals with whole-genome sequencing (6,538 patients, 2,415 controls) and a large cortex-derived expression quantitative trait locus (eQTL) dataset (MetaBrain), analyses revealed locus-specific genetic architectures in which we prioritized genes either through rare variants, short tandem repeats or regulatory effects. ALS-associated risk loci were shared with multiple traits within the neurodegenerative spectrum but with distinct enrichment patterns across brain regions and cell types. Of the environmental and lifestyle risk factors obtained from the literature, Mendelian randomization analyses indicated a causal role for high cholesterol levels. The combination of all ALS-associated signals reveals a role for perturbations in vesicle-mediated transport and autophagy and provides evidence for cell-autonomous disease initiation in glutamatergic neurons.

Common and rare variant association analyses in amyotrophic lateral sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology / van Rheenen, Wouter; van der Spek, Rick A. A.; Bakker, Mark K.; van Vugt, Joke J. F. A.; Hop1, Paul J.; Zwamborn, Ramona A. J.; de Klein, Niek; Westra, Harm-Jan; Bakker, Olivier B.; Deelen, Patrick; Shireby, Gemma; Hannon, Eilis; Moisse, Matthieu; Baird, Denis; Restuadi, Restuadi; Dolzhenko, Egor; Dekker, Annelot M.; Gawor, Klara; Westeneng, Henk-Jan; Tazelaar, Gijs H. P.; van Eijk, Kristel R.; Kooyman, Maarten; Byrne, Ross P.; Doherty, Mark; Heverin, Mark; Al Khleifat, Ahmad; Iacoangeli, Alfredo; Shatunov, Aleksey; Ticozzi, Nicola; Cooper-Knock, Johnathan; Smith, Bradley N.; Gromicho, Marta; Chandran, Siddharthan; Pal, Suvankar; Morrison, Karen E.; Shaw, Pamela J.; Hardy, John; Orrell, Richard W.; Sendtner, Michael; Meyer, Thomas; Başak, Nazli; van der Kooi, Anneke J.; Ratti, Antonia; Fogh, Isabella; Gellera, Cinzia; Lauria Pinter, Giuseppe; Corti, Stefania; Cereda, Cristina; Sproviero, Daisy; D’Alfonso, Sandra; Sorarù, Gianni; Siciliano, Gabriele; Filosto, Massimiliano; Padovani, Alessandro; Chiò, Adriano; Calvo, Andrea; Moglia, Cristina; Brunetti, Maura; Canosa, Antonio; Grassano, Maurizio; Beghi, Ettore; Pupillo, Elisabetta; Logroscino, Giancarlo; Nefussy, Beatrice; Osmanovic, Alma; Nordin, Angelica; Lerner, Yossef; Zabari, Michal; Gotkine, Marc; Baloh, Robert H.; Bell, Shaughn; Vourc’H, Patrick; Corcia, Philippe; Couratier, Philippe; Millecamps, Stéphanie; Meininger, Vincent; Salachas, François; Mora Pardina, Jesus S.; Assialioui, Abdelilah; Rojas-García, Ricardo; Dion, Patrick; Ross, Jay P.; Ludolph, Albert C.; Weishaupt, Jochen H.; Brenner, David; Freischmidt, Axel; Bensimon, Gilbert; Brice, Alexis; Dürr, Alexandra; Payan, Christine A. M.; Saker-Delye, Safa; Wood, Nicholas; Topp, Simon; Rademakers, Rosa; Tittmann, Lukas; Lieb, Wolfgang; Franke, Andre; Ripke, Stephan; Braun, Alice; Kraft, Julia; Whiteman, David C.; Olsen, Catherine M.; Uitterlinden, Andre G.; Hofman, Albert; Rietschel, Marcella; Cichon, Sven; Nöthen, Markus M.; Amouyel, Philippe; Consortium, Slalom; Consortium, Parals; Consortium, Slagen; Consortium, Slap; Traynor, Bryan J.; Singleton, Andrew B.; Mitne Neto, Miguel; Cauchi, Ruben J.; Ophoff, Roel A.; Wiedau-Pazos, Martina; Lomen-Hoerth, Catherine; van Deerlin, Vivianna M.; Grosskreutz, Julian; Rödiger, Annekathrin; Gaur, Nayana; Jörk, Alexander; Barthel, Tabea; Theele, Erik; Ilse105, Benjamin; Stubendorff105, Beatrice; Witte105, Otto W.; Steinbach 105, Robert; Hübner107, Christian A.; Graff108, Caroline; Lev, Brylev; Fominykh, Vera; Demeshonok112, Vera; Ataulina109, Anastasia; Rogelj, Boris; Koritnik 116, Blaž; Zidar116, Janez; Ravnik-Glavač117, Metka; Glavač118, Damjan; Stević119, Zorica; Drory44, Vivian; 120, ; Povedano61, Monica; Blair, Ian P.; Kiernan122, Matthew C.; Benyamin10, Beben; 123, ; Henderson124, Robert D.; 125, ; Furlong, Sarah; Mathers, Susan; Mccombe, Pamela A.; Needham, Merrilee; Ngo, Shyuan T.; Nicholson, Garth A.; Pamphlett, Roger; B, Dominic; Steyn, Frederik J.; Williams, Kelly L.; Mather, Karen A.; Sachdev, Perminder S.; Henders, Anjali K.; Wallace, Leanne; de Carvalho, Mamede; Pinto20, Susana; Petri, Susanne; Weber, Markus; Rouleau, Guy A.; Silani, Vincenzo; Curtis, Charles; Breen, Gerome; Glass, Jonathan; Brown, Robert H.; Landers, John E.; Shaw, Christopher E.; Andersen, Peter M.; Groen, Ewout J. N.; van Es, Michael A.; Jeroen Pasterkamp, R.; F, Dongsheng; Garton, Fleur C.; Mcrae, Allan F.; Davey Smith, George; Gaunt, Tom R.; Eberle, Michael A.; Mill, Jonathan; Mclaughlin, Russell L.; Hardiman, Orla; Kenna, Kevin P.; Wray, Naomi R.; Tsai, Ellen; Runz, Heiko; Franke, Lude; Al-Chalabi, Ammar; Van Damme, Philip; van den Berg, Leonard H.; Veldink Vincenzo Silani, Jan H.; Ticozzi, Nicola; Ratti, Antonia; F, Isabella; Tiloca, Cinzia; Peverelli, Silvia; Gellera, Cinzia; Lauria Pinter, Giuseppe; Taroni, Franco; Pensato, Viviana; Castellotti, Barbara; Comi, Giacomo P.; Corti, Stefania; Del Bo, Roberto; Cereda, Cristina; Ceroni, Mauro; Gagliardi, Stella; D’Alfonso, Sandra; Corrado, Lucia; Mazzini, Letizia; Sorarù, Gianni; Raggi, Flavia; Siciliano, Gabriele; Simoncini, Costanza; Lo Gerfo, Annalisa; Filosto, Massimiliano; Inghilleri, Maurizio; Ferlini, Alessandra. - In: NATURE GENETICS. - ISSN 1061-4036. - (2021).

Common and rare variant association analyses in amyotrophic lateral sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology

Maurizio Inghilleri;
2021

Abstract

Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease with a lifetime risk of one in 350 people and an unmet need for disease-modifying therapies. We conducted a cross-ancestry genome-wide association study (GWAS) including 29,612 patients with ALS and 122,656 controls, which identified 15 risk loci. When combined with 8,953 individuals with whole-genome sequencing (6,538 patients, 2,415 controls) and a large cortex-derived expression quantitative trait locus (eQTL) dataset (MetaBrain), analyses revealed locus-specific genetic architectures in which we prioritized genes either through rare variants, short tandem repeats or regulatory effects. ALS-associated risk loci were shared with multiple traits within the neurodegenerative spectrum but with distinct enrichment patterns across brain regions and cell types. Of the environmental and lifestyle risk factors obtained from the literature, Mendelian randomization analyses indicated a causal role for high cholesterol levels. The combination of all ALS-associated signals reveals a role for perturbations in vesicle-mediated transport and autophagy and provides evidence for cell-autonomous disease initiation in glutamatergic neurons.
2021
genome-wide association study; ALS, gene; autophagy
01 Pubblicazione su rivista::01a Articolo in rivista
Common and rare variant association analyses in amyotrophic lateral sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology / van Rheenen, Wouter; van der Spek, Rick A. A.; Bakker, Mark K.; van Vugt, Joke J. F. A.; Hop1, Paul J.; Zwamborn, Ramona A. J.; de Klein, Niek; Westra, Harm-Jan; Bakker, Olivier B.; Deelen, Patrick; Shireby, Gemma; Hannon, Eilis; Moisse, Matthieu; Baird, Denis; Restuadi, Restuadi; Dolzhenko, Egor; Dekker, Annelot M.; Gawor, Klara; Westeneng, Henk-Jan; Tazelaar, Gijs H. P.; van Eijk, Kristel R.; Kooyman, Maarten; Byrne, Ross P.; Doherty, Mark; Heverin, Mark; Al Khleifat, Ahmad; Iacoangeli, Alfredo; Shatunov, Aleksey; Ticozzi, Nicola; Cooper-Knock, Johnathan; Smith, Bradley N.; Gromicho, Marta; Chandran, Siddharthan; Pal, Suvankar; Morrison, Karen E.; Shaw, Pamela J.; Hardy, John; Orrell, Richard W.; Sendtner, Michael; Meyer, Thomas; Başak, Nazli; van der Kooi, Anneke J.; Ratti, Antonia; Fogh, Isabella; Gellera, Cinzia; Lauria Pinter, Giuseppe; Corti, Stefania; Cereda, Cristina; Sproviero, Daisy; D’Alfonso, Sandra; Sorarù, Gianni; Siciliano, Gabriele; Filosto, Massimiliano; Padovani, Alessandro; Chiò, Adriano; Calvo, Andrea; Moglia, Cristina; Brunetti, Maura; Canosa, Antonio; Grassano, Maurizio; Beghi, Ettore; Pupillo, Elisabetta; Logroscino, Giancarlo; Nefussy, Beatrice; Osmanovic, Alma; Nordin, Angelica; Lerner, Yossef; Zabari, Michal; Gotkine, Marc; Baloh, Robert H.; Bell, Shaughn; Vourc’H, Patrick; Corcia, Philippe; Couratier, Philippe; Millecamps, Stéphanie; Meininger, Vincent; Salachas, François; Mora Pardina, Jesus S.; Assialioui, Abdelilah; Rojas-García, Ricardo; Dion, Patrick; Ross, Jay P.; Ludolph, Albert C.; Weishaupt, Jochen H.; Brenner, David; Freischmidt, Axel; Bensimon, Gilbert; Brice, Alexis; Dürr, Alexandra; Payan, Christine A. M.; Saker-Delye, Safa; Wood, Nicholas; Topp, Simon; Rademakers, Rosa; Tittmann, Lukas; Lieb, Wolfgang; Franke, Andre; Ripke, Stephan; Braun, Alice; Kraft, Julia; Whiteman, David C.; Olsen, Catherine M.; Uitterlinden, Andre G.; Hofman, Albert; Rietschel, Marcella; Cichon, Sven; Nöthen, Markus M.; Amouyel, Philippe; Consortium, Slalom; Consortium, Parals; Consortium, Slagen; Consortium, Slap; Traynor, Bryan J.; Singleton, Andrew B.; Mitne Neto, Miguel; Cauchi, Ruben J.; Ophoff, Roel A.; Wiedau-Pazos, Martina; Lomen-Hoerth, Catherine; van Deerlin, Vivianna M.; Grosskreutz, Julian; Rödiger, Annekathrin; Gaur, Nayana; Jörk, Alexander; Barthel, Tabea; Theele, Erik; Ilse105, Benjamin; Stubendorff105, Beatrice; Witte105, Otto W.; Steinbach 105, Robert; Hübner107, Christian A.; Graff108, Caroline; Lev, Brylev; Fominykh, Vera; Demeshonok112, Vera; Ataulina109, Anastasia; Rogelj, Boris; Koritnik 116, Blaž; Zidar116, Janez; Ravnik-Glavač117, Metka; Glavač118, Damjan; Stević119, Zorica; Drory44, Vivian; 120, ; Povedano61, Monica; Blair, Ian P.; Kiernan122, Matthew C.; Benyamin10, Beben; 123, ; Henderson124, Robert D.; 125, ; Furlong, Sarah; Mathers, Susan; Mccombe, Pamela A.; Needham, Merrilee; Ngo, Shyuan T.; Nicholson, Garth A.; Pamphlett, Roger; B, Dominic; Steyn, Frederik J.; Williams, Kelly L.; Mather, Karen A.; Sachdev, Perminder S.; Henders, Anjali K.; Wallace, Leanne; de Carvalho, Mamede; Pinto20, Susana; Petri, Susanne; Weber, Markus; Rouleau, Guy A.; Silani, Vincenzo; Curtis, Charles; Breen, Gerome; Glass, Jonathan; Brown, Robert H.; Landers, John E.; Shaw, Christopher E.; Andersen, Peter M.; Groen, Ewout J. N.; van Es, Michael A.; Jeroen Pasterkamp, R.; F, Dongsheng; Garton, Fleur C.; Mcrae, Allan F.; Davey Smith, George; Gaunt, Tom R.; Eberle, Michael A.; Mill, Jonathan; Mclaughlin, Russell L.; Hardiman, Orla; Kenna, Kevin P.; Wray, Naomi R.; Tsai, Ellen; Runz, Heiko; Franke, Lude; Al-Chalabi, Ammar; Van Damme, Philip; van den Berg, Leonard H.; Veldink Vincenzo Silani, Jan H.; Ticozzi, Nicola; Ratti, Antonia; F, Isabella; Tiloca, Cinzia; Peverelli, Silvia; Gellera, Cinzia; Lauria Pinter, Giuseppe; Taroni, Franco; Pensato, Viviana; Castellotti, Barbara; Comi, Giacomo P.; Corti, Stefania; Del Bo, Roberto; Cereda, Cristina; Ceroni, Mauro; Gagliardi, Stella; D’Alfonso, Sandra; Corrado, Lucia; Mazzini, Letizia; Sorarù, Gianni; Raggi, Flavia; Siciliano, Gabriele; Simoncini, Costanza; Lo Gerfo, Annalisa; Filosto, Massimiliano; Inghilleri, Maurizio; Ferlini, Alessandra. - In: NATURE GENETICS. - ISSN 1061-4036. - (2021).
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