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

Authors :
Rheenen, Wouter van
Spek, Rick A. A. van der
Bakker, Mark K.
Vugt, Joke J. F. A. van
Hop, Paul J.
Zwamborn, Ramona A. J.
Klein, Niek de
Westra, Harm Jan
Bakker, Olivier B.
Deelen, Patrick
Shireby, Gemma
Needham, Merrilee
Ceroni, Mauro
Simoncini, Costanza
Gagliardi, Stella
Corrado, Lucia
Garton, Fleur C.
Mazzini, Letizia
Westeneng, Henk Jan
Ross, Jay P.
Valluzzi, Francesco
Aguggia, Marco
Raggi, Flavia
Rini, Augusto
Traynor, Bryan J.
Singleton, Andrew B.
Ngo, Shyuan T.
Corcia, Philippe
Olsen, Catherine M.
Hofman, Albert
Van Eijk, Kristel R.
Pasterkamp, R. Jeroen
Tittmann, Lukas
Iacoangeli, Alfredo
Mitne Neto, Miguel
Sproviero, Daisy
Cauchi, Ruben J.
Ophoff, Roel A.
Wiedau Pazos, Martina
Lomen-Hoerth, Catherine
Deerlin, Vivianna M. van
Nicholson, Garth A.
Brylev, Lev
Whiteman, David C.
Grosskreutz, Julian
Fan, Dongsheng
Couratier, Philippe
Roediger, Annekathrin
Gaur, Nayana
D’alfonso, Sandra
Uitterlinden, André G.
Pamphlett, Roger
Fominykh, Vera
Byrne, Ross P.
Lieb, Wolfgang
Iazzolino, Barbara
Dekker, Annelot M.
Slap Consortium
Demeshonok, Vera
Millecamps, Stéphanie
Ataulina, Anastasia
Rogelj, Boris
Koritnik, Blaž
Zidar, Janez
Ravnik-Glavač, Metka
Franke, Andre
Mcrae, Allan F.
Rowe, Dominic B.
Peotta, Laura
Cooper-Knock, Johnathan
Glavač, Damjan
Doherty, Mark
Rietschel, Marcella
Stević, Zorica
Drory, Vivian
Meininger, Vincent
Zarrelli, Michele
Povedano, Monica
Gaunt, Tom R.
Steyn, Frederik J.
Williams, Kelly L.
Smith, Bradley N.
Cugnasco, Paolo
Papurello, Diego Maria
Nozzoli, Cecilia
Sorarù, Gianni
Mather, Karen A.
Ripke, Stephan
Nöthen, Markus M.
Sachdev, Perminder S.
Henders, Anjali K.
Wallace, Leanne
Carvalho, Mamede de
Gromicho, Marta
Pinto, Susana
Marco, Giovanni de
Al Khleifat, Ahmad
Eberle, Michael A.
Braun, Alice
Gusmaroli, Graziano
Siciliano, Gabriele
Petri, Susanne
Breen, Gerome
Weber, Markus
Rouleau, Guy A.
Rojas García, Ricardo
Silani, Vincenzo
Amouyel, Philippe
Ghiglione, Paolo
Davey Smith, George
Curtis, Charles J.
Shatunov, Aleksey
Mill, Jonathan
Mclaughlin, Russell L.
Filosto, Massimiliano
Comi, Cristoforo
Gerfo, Annalisa lo
Ferlini, Alessandra
Riva, Nilo
Mora Pardina, Jesus S.
Chiveri, Luca
Hardiman, Orla
Torrieri, Maria Claudia
Kenna, Kevin P.
Wray, Naomi R.
Tsai, Ellen
Runz, Heiko
Franke, Lude
Padovani, Alessandro
Chandran, Siddharthan
Al Chalabi, Ammar
Assialioui, Abdelilah
Labate, Carmelo
Damme, Philip van
Ticozzi, Nicola
Palumbo, Francesca
Inghilleri, Maurizio
Chiò, Adriano
Pal, Suvankar
Lunetta, Christian
Jörk, Alexander
Cichon, Sven
Kraft, Julia
Morrison, Karen E.
Ruiz, Luigi
Shaw, Pamela J.
Hardy, John
Orrell, Richard W.
Sendtner, Michael
Meyer, Thomas
Dion, Patrick A.
Calvo, Andrea
Kooyman, Maarten
Başak, Nazli
Gerardi, Francesca
Simone, Isabella L.
Kooi, Anneke J. van der
Ratti, Antonia
Ferrandi, Delfina
Fogh, Isabella
Ludolph, Albert C.
Moglia, Cristina
Brunetti, Maura
Diamanti, Luca
Barthel, Tabea
Blair, Ian P.
Es, Michael A. van
Gallone, Salvatore
Canosa, Antonio
Guerra, Vito
Grassano, Maurizio
Beghi, Ettore
Pupillo, Elisabetta
Logroscino, Giancarlo
Ferrarese, Carlo
Nefussy, Beatrice
Theele, Erik
Rinaldi, Fabrizio
Weishaupt, Jochen H.
Kiernan, Matthew C.
Barberis, Marco
Osmanovic, Alma
Baloh, Robert H.
Nordin, Angelica
Lerner, Yossef
Vito, Nicoletta di
Zabari, Michal
Zoccolella, Stefano
Heverin, Mark
Gotkine, Marc
Guaita, Maria Cristina
Brenner, David
Freischmidt, Axel
Sbaiz, Luca
Benyamin, Beben
Glass, Jonathan D.
Landers, John E.
Tazelaar, Gijs H. P.
Rota, Eugenia
Bensimon, Gilbert
Ilse, Benjamin
Brice, Alexis
Durr, Alexandra
Payan, Christine A. M.
Saker-Delye, Safa
Wood, Nicholas W.
Gentile, Salvatore
Moisse, Matthieu
Topp, Simon
Henderson, Robert D.
Rademakers, Rosa
Perrone, Patrizia
Stubendorff, Beatrice
Brown, Robert H.
Restuadi, Restuadi
Tremolizzo, Lucio
Mundi, Ciro
Berg, Leonard H. van den
Passarella, Bruno
Delodovici, Maria Luisa
Furlong, Sarah
Bono, Giorgio
Manera, Umberto
Vasta, Rosario
Bombaci, Alessandro
Meineri, Piero
Mauro, Alessandro
Hannon, Eilis
Casale, Federico
Leone, Maurizio
Shaw, Christopher E.
Fuda, Giuseppe
Salamone, Paolina
Mathers, Susan
Baird, Denis
Launaro, Nicola
Marchi, Fabiola de
Veldink, Jan H.
Gellera, Cinzia
Salachas, François
Witte, Otto W.
Andersen, Peter M.
Bertolotto, Antonio
Gionco, Maurizio
Leotta, Daniela
Odddenino, Enrico
Slalom Consortium
Tamma, Filippo
Dotta, Michele
Lauria, Giuseppe
Steinbach, Robert
Imperiale, Daniele
Geda, Claudio
Dolzhenko, Egor
Cavallo, Roberto
Pignatta, Pietro
Groen, Ewout J. N.
Cotelli, Maria Sofia
Mattei, Marco de
Calabrese, Gianluigi
Sapio, Alessia di
Giardini, Guido
Hübner, Christian A.
Corti, Stefania
Bell, Shaughn
Comi, Giancarlo
Mccombe, Pamela A.
Tiloca, Cinzia
Parals Consortium
Gawor, Klara
Peverelli, Silvia
Taroni, Franco
Pensato, Viviana
Castellotti, Barbara
Graff, Caroline
Comi, Giacomo P.
Cereda, Cristina
Bo, Roberto del
Boero, Giovanni
Slagen Consortium
Vourc’h, Patrick
Stem Cell Aging Leukemia and Lymphoma (SALL)
Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI)
van Rheenen, Wouter
van der Spek, Rick AA
Bakker, Mark K
van Vugt, Joke JFA
Benyamin, Beben
Veldink, Jan H
SLALOM Consortium
PARALS Consortium
SLAGEN Consortium
SLAP Consortium
van Rheenen, W
van der Spek, R
Bakker, M
van Vugt, J
Hop, P
Zwamborn, R
de Klein, N
Westra, H
Bakker, O
Deelen, P
Shireby, G
Hannon, E
Moisse, M
Baird, D
Restuadi, R
Dolzhenko, E
Dekker, A
Gawor, K
Westeneng, H
Tazelaar, G
van Eijk, K
Kooyman, M
Byrne, R
Doherty, M
Heverin, M
Al Khleifat, A
Iacoangeli, A
Shatunov, A
Ticozzi, N
Cooper-Knock, J
Smith, B
Gromicho, M
Chandran, S
Pal, S
Morrison, K
Shaw, P
Hardy, J
Orrell, R
Sendtner, M
Meyer, T
Basak, N
van der Kooi, A
Ratti, A
Fogh, I
Gellera, C
Lauria, G
Corti, S
Cereda, C
Sproviero, D
D'Alfonso, S
Soraru, G
Siciliano, G
Filosto, M
Padovani, A
Chio, A
Calvo, A
Moglia, C
Brunetti, M
Canosa, A
Grassano, M
Beghi, E
Pupillo, E
Logroscino, G
Nefussy, B
Osmanovic, A
Nordin, A
Lerner, Y
Zabari, M
Gotkine, M
Baloh, R
Bell, S
Vourc'H, P
Corcia, P
Couratier, P
Millecamps, S
Meininger, V
Salachas, F
Mora Pardina, J
Assialioui, A
Rojas-Garcia, R
Dion, P
Ross, J
Ludolph, A
Weishaupt, J
Brenner, D
Freischmidt, A
Bensimon, G
Brice, A
Durr, A
Payan, C
Saker-Delye, S
Wood, N
Topp, S
Rademakers, R
Tittmann, L
Lieb, W
Franke, A
Ripke, S
Braun, A
Kraft, J
Whiteman, D
Olsen, C
Uitterlinden, A
Hofman, A
Rietschel, M
Cichon, S
Nothen, M
Amouyel, P
Traynor, B
Singleton, A
Mitne Neto, M
Cauchi, R
Ophoff, R
Wiedau-Pazos, M
Lomen-Hoerth, C
van Deerlin, V
Grosskreutz, J
Roediger, A
Gaur, N
Jork, A
Barthel, T
Theele, E
Ilse, B
Stubendorff, B
Witte, O
Steinbach, R
Hubner, C
Graff, C
Brylev, L
Fominykh, V
Demeshonok, V
Ataulina, A
Rogelj, B
Koritnik, B
Zidar, J
Ravnik-Glavac, M
Glavac, D
Stevic, Z
Drory, V
Povedano, M
Blair, I
Kiernan, M
Benyamin, B
Henderson, R
Furlong, S
Mathers, S
Mccombe, P
Needham, M
Ngo, S
Nicholson, G
Pamphlett, R
Rowe, D
Steyn, F
Williams, K
Mather, K
Sachdev, P
Henders, A
Wallace, L
de Carvalho, M
Pinto, S
Petri, S
Weber, M
Rouleau, G
Silani, V
Curtis, C
Breen, G
Glass, J
Brown, R
Landers, J
Shaw, C
Andersen, P
Groen, E
van Es, M
Pasterkamp, R
Fan, D
Garton, F
Mcrae, A
Davey Smith, G
Gaunt, T
Eberle, M
Mill, J
Mclaughlin, R
Hardiman, O
Kenna, K
Wray, N
Tsai, E
Runz, H
Franke, L
Al-Chalabi, A
Van Damme, P
van den Berg, L
Veldink, J
Ferrarese, C
Neurology
ANS - Neuroinfection & -inflammation
APH - Methodology
APH - Quality of Care
EURO-NMD
Internal Medicine
Epidemiology
Başak, Ayşe Nazlı (ORCID 0000-0001-9257-3540 & YÖK ID 1512)
van Rheenen, W.
Van der Spek, R.A.A.
Bakker, M.K.
van Vugt, J.J.F.A.
Hop, P.J.
Zwamborn, R.A.J.
de Klein, N.
Westra, H.J.
Bakker, O.B.
Deelen, P.
Shireby, G.
Hannon, E.
Moisse, M.
Baird, D.
Restuadi, R.
Dolzhenko, E.
Dekker, A.M.
Gawor, K.
Westeneng, H.J.
Tazelaar, G.H.P.
van Eijk, K.R.
Kooyman, M.
Byrne, R.P.
Doherty, M.
Heverin, M.
Al Khleifat, A.
Iacoangeli, A.
Shatunov, A.
Ticozzi, N.
Cooper-Knock, J.
Smith, B.N.
Gromicho, M.
Chandran, S.
Pal, S.
Morrison, K.E.
Shaw, P.J.
Hardy, J.
Orrell, R.W.
Sendtner, M.
Meyer, T.
van der Kooi, A.J.
Ratti, A.
Fogh, I.
Gellera, C.
Lauria, G.
Corti, S.
Cereda, C.
Sproviero, D.
D'Alfonso, S.
Sorarù, G.
Siciliano, G.
Filosto, M.
Padovani, A.
Chiò, A.
Calvo, A.
Moglia, C.
Brunetti, M.
Canosa, A.
Grassano, M.
Beghi, E.
Pupillo, E.
Logroscino, G.
Nefussy, B.
Osmanovic, A.
Nordin, A.
Lerner, Y.
Zabari, M.
Gotkine, M.
Baloh, R.H.
Bell, S.
Vourc'h, P.
Corcia, P.
Couratier, P.
Millecamps, S.
Meininger, V.
Salachas, F.
Mora Pardina, J.S.
Assialioui, A.
Rojas-García, R.
Dion, P.A.
Ross, J.P.
Ludolph, A.C.
Weishaupt, J.H.
Brenner, D.
Freischmidt, A.
Bensimon, G.
Brice, A.
Durr, A.
Payan, C.A.M.
Saker-Delye, S.
Wood, N.W.
Topp, S.
Rademakers, R.
Tittmann, L.
Lieb, W.
Franke, A.
Ripke, S.
Kraft, J.,Whiteman, David C.
Olsen, Catherine M.
Uitterlinden, A.G.
Hofman, A.
Rietschel, M.
Cichon, S.
Nothen, M.M.
Amouyel, P.
Comi, G.
Riva, N.
Lunetta, C.
Gerardi, F.
Cotelli, M.S.
Rinaldi, F.
Chiveri, L.
Guaita, M.C.
Perrone, P.
Ceroni, M.
Diamanti, L.
Ferrarese, C.
Tremolizzo, L.
Delodovici, M.L.
Bono, G.
Manera, U.
Vasta, R.
Bombaci, A.
Casale, F.
Fuda, G.
Salamone, P.
Iazzolino, B.
Peotta, L.
Cugnasco, P.
De Marco, G.
Torrieri, M.C.
Palumbo, F.
Gallone, S.
Barberis, M.
Sbaiz, L.
Gentile, S.
Mauro, A.
Mazzini, L.
De Marchi, F.
Corrado, L.
Bertolotto, A.
Gionco, M.
Leotta, D.
Odddenino, E.
Imperiale, D.
Cavallo, R.
Pignatta, P.
De Mattei, M.
Geda, C.
Papurello, D.M.
Gusmaroli, G.
Comi, C.
Labate, C.
Ruiz, L.
Ferrandi, D.
Rota, E.
Aguggia, M.
Di Vito, N.
Meineri, P.
Ghiglione, P.
Launaro, N.
Dotta, M.
Di Sapio, A.
Giardini, G.
Tiloca, C.
Peverelli, S.
Taroni, F.
Pensato, V.
Castellotti, B.
Comi, G.P.
Del Bo, R.
Gagliardi, S.
Raggi, F.
Simoncini, C.
Lo Gerfo, A.
Inghilleri, M.
Ferlini, A.
Simone, I.L.
Passarella, B.
Guerra, V.
Zoccolella, S.
Nozzoli, C.
Mundi, C.
Leone, M.
Zarrelli, M.
Tamma, F.
Valluzzi, F.
Calabrese, G.
Boero, G.
Rini, A.
Traynor, B.J.
Singleton, A.B.
Neto, M.M.
Cauchi, R.J.
Ophoff, R.A.
Wiedau-Pazos, M.
Lomen-Hoerth, C.
van Deerlin, V.M.
Grosskreutz, J.
Roediger, A.
Gaur, N.
Jork, A.
Barthel, T.
Theele, E.
Ilse, B.
Stubendorff, B.
Witte, O.W.
Steinbach, R.
Hubner, C.A.
Graff, C.
Brylev, L.
Fominykh, V.
Demeshonok, V.
Ataulina, A.
Rogelj, B.
Koritnik, B.
Zidar, J.
Ravnik-Glavac, M.
Glavac, D.
Stevic, Z.
Drory, V.
Povedano, M.
Blair, I.P.
Kiernan, M.C.
Benyamin, B.
Henderson, R.D.
Furlong, S.
Mathers, S.
McCombe, P.A
Needham, M.
Ngo, S.T.
Nicholson, G.A.
Pamphlett, R.
Rowe, D.B.
Steyn, F.J.
Williams, K.L.
Mather, K.A.
Sachdev, P.S.
Henders, A.K.
Wallace, L.
de Carvalho, M.
Pinto, S.
Petri, S.
Weber, M.
Rouleau, G.A.
Silani, V.
Curtis, C.J.
Breen, G.
Glass, J.D.
Brown, R.H.
Landers, J.E.
Shaw, C.E.
Andersen, P.M.
Groen, E.J.N
van Es, M.A.
Pasterkamp, R.J.
Fan, D.S.
Garton, F.C.
McRae, A.F.
Smith, G.D.
Gaunt, T.R.
Eberle, M.A.
Mill, J.
McLaughlin, R.L.
Hardiman, O.
Kenna, K.P.
Wray, N.R.
Tsai, E.L.
Runz, H.
Franke, L.
Al-Chalabi, A.
Van Damme, P.
van den Berg, L.H.
Veldink, J.H.
Koç University Research Center for Translational Medicine (KUTTAM) / Koç Üniversitesi Translasyonel Tıp Araştırma Merkezi (KUTTAM)
School of Medicine
Source :
Nature genetics, 53(12), 1636-1648. Nature Publishing Group, Nature genetics 53(12), 1636-1648 (2021). doi:10.1038/s41588-021-00973-1, SLALOM Consortium 2021, ' Common and rare variant association analyses in amyotrophic lateral sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology ', Nature Genetics, vol. 53, no. 12, pp. 1636-1648 . https://doi.org/10.1038/s41588-021-00973-1, NATURE GENETICS, r-IIB SANT PAU. Repositorio Institucional de Producción Científica del Instituto de Investigación Biomédica Sant Pau, instname, Dipòsit Digital de Documents de la UAB, Universitat Autònoma de Barcelona, Dipòsit Digital de la UB, Universidad de Barcelona, Nature Genetics, 53(12), 1636-1648. Nature Publishing Group, Nature Genetics
Publication Year :
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.<br />Dutch Research Council (NWO); VENI Scheme Grant; VIDI Grant; Prinses Beatrix Spierfonds; Neuromuscular Fellowship Grant; Medical Research Council (MRC); Clinical Infrastructure Award; Epidemiology Unit; Integrative Epidemiology Unit; Canadian Institutes of Health Research; IWT; National Institute on Aging; National Health and Medical Research Council (NHMRC); Enabling Grant; NHMRC/Australian Research Council Strategic Award; NHMRC; NHMRC Centre of Research Excellence Grant; National Health and Medical Research Council of Australia (NHMRC) Research Fellowship; United Kingdom, Medical Research Council; Economic and Social Research Council; European Union (EU); Horizon 2020; European Community's Health Seventh Framework Programme; EuroMOTOR; European Research Council (ERC); Research and Innovation Programme; EScORIAL; ALS Foundation Netherlands; Alzheimer’s Society PhD Studentship; ARSla Funding; Biogen; University of Bristol; Motor Neurone Disease Association (MNDA); NIHR Maudsley Biomedical Research Centre; Dutch Ministry of Education, Culture, and Science; Netherlands Organization for Scientific Research (NWO; BRAINSCAPES); Gravitation Program; ALS Liga België; National Lottery of Belgium; KU Leuven Opening the Future Fund; KU Leuven Funds, “Een Hart voor ALS”, “Laeversfonds voor ALS Onderzoek” and the “Valéry Perrier Race against ALS Fund”; E. von Behring Chair for Neuromuscular and Neurodegenerative Disorders; ALS Liga België; “Live now” Charity Foundation; Moscow ALS palliative Care Service; Canadian Institutes of Health; Research Australia; Ice Bucket Challenge Grant; NIH Intramural Research Programs; FightMND Mid-Career Fellowship; NIHR Senior Investigator; Sheffield NIHR Biomedical Research Centre; Motor Neurone Disease Association; National Institute for Health Research (NIHR) Biomedical Research Centre; Maudsley NHS Foundation Trust; King’s College London; NIHR Senior Investigator Award; Netherlands Organization for Health Research and Development; Vici Scheme; Netherlands Organization for Health Research and Development STRENGTH Project; PPP Allowance

Subjects

Subjects :
Male
Genetics and heredity
amyotrophic lateral sclerosis
Neurologi
Glutamine
Medizin
Genome-wide association study
Disease
SUSCEPTIBILITY
Genome-wide association studies
DISEASE
Genètica mèdica
0302 clinical medicine
neurodegenerative disease
genome-wide association study
ALS, gene
autophagy
Risk Factors
amyotrophic lateral sclerosi
RNA-Seq
Amyotrophic lateral sclerosis
disease-modifying therapies
blood [Cholesterol]
Genetics
Genetics & Heredity
Neurons
0303 health sciences
Medical genetics
Neurodegenerative diseases
Genome-wide association
Mendelian randomization
Frontotemporal dementia
Hexanucleotide repeat
Mutant SOD1
Metaanalysis
ALS
Susceptibility
Identification
Brain
Amyotrophic Lateral Sclerosis
Cholesterol
Disease Progression
Female
Humans
Mendelian Randomization Analysis
Microsatellite Repeats
Neurodegenerative Diseases
Quantitative Trait Loci
Genome-Wide Association Study
Mutation
MUTANT SOD1
genetics [Amyotrophic Lateral Sclerosis]
medicine.anatomical_structure
Neurology
risk factor
metabolism [Neurons]
MENDELIAN RANDOMIZATION
nerve cell
Life Sciences & Biomedicine
quantitative trait locu
Biology
03 medical and health sciences
Amyotrophic lateral sclerosis -- Diagnosis
blood
ddc:570
medicine
degenerative disease
Motor neuron disease
human
Genomes
GENOME-WIDE ASSOCIATION
gene
Gene
metabolism [Glutamine]
METAANALYSIS
030304 developmental biology
Mendelian randomization analysi
Science & Technology
HEXANUCLEOTIDE REPEAT
meta analysi
IDENTIFICATION
metabolism [Amyotrophic Lateral Sclerosis]
FRONTOTEMPORAL DEMENTIA
medicine.disease
metabolism [Brain]
genetics [Neurodegenerative Diseases]
Expression quantitative trait loci
disease exacerbation
Neuron
gemone
genetic
Vesicle-mediated transport
metabolism
Nervous system -- Degeneration
Esclerosi lateral amiotròfica
030217 neurology & neurosurgery

Details

Language :
English
ISSN :
15461718 and 10614036
Database :
OpenAIRE
Journal :
Nature genetics, 53(12), 1636-1648. Nature Publishing Group, Nature genetics 53(12), 1636-1648 (2021). doi:10.1038/s41588-021-00973-1, SLALOM Consortium 2021, ' Common and rare variant association analyses in amyotrophic lateral sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology ', Nature Genetics, vol. 53, no. 12, pp. 1636-1648 . https://doi.org/10.1038/s41588-021-00973-1, NATURE GENETICS, r-IIB SANT PAU. Repositorio Institucional de Producción Científica del Instituto de Investigación Biomédica Sant Pau, instname, Dipòsit Digital de Documents de la UAB, Universitat Autònoma de Barcelona, Dipòsit Digital de la UB, Universidad de Barcelona, Nature Genetics, 53(12), 1636-1648. Nature Publishing Group, Nature Genetics
Accession number :
edsair.doi.dedup.....b2d8e6676684d6588f982f435be93617