26 research outputs found
The dynamic mass spectrometry probe (DMSP) - Advanced process analytics for therapeutic cell manufacturing, health monitoring and biomarker discovery
- Author
- Publication venue
- ECI Digital Archives
- Publication date
- 29/01/2019
- Field of study
Spatially and temporally resolved in situ monitoring of biochemical cell culture environments, e.g., in application to therapeutic cell bioreactors, is of critical importance for facilitating the development of new and reliable quality control methodologies for cell therapies. Identifying and monitoring secreted biomolecular critical quality attributes (CQAs) to enable online feedback control will enable large scale, cost-effective manufacturing of therapeutic cells. These CQA biomarkers have varying concentrations within a bioreactor, both in time and space. Current methods for monitoring these diverse biomolecules are generally ex-situ, time consuming, destructive, provide bulk measurements, or lack the ability to reveal the complete secretome/metabolome composition. The Dynamic Mass Spectrometry Probe (DMSP) synergistically incorporates a sampling interface for localized intake of a small fluid volume of the cellular content, a micro-fabricated mass exchanger for sample conditioning and inline separation, and an integrated electrospray ionization (ESI) emitter for softly ionizing (i.e. preserved biochemical structure) extracted biomolecules for mass spectrometry (MS). ESI-MS via DMSP treatment enables both biomarker discovery and transient (~1 min) analysis of biochemical information indicative of cell health and potency. DMSP is manufactured using advanced batch microfabrication techniques, which minimize dead volume (~20 nL) and ensure repeatable operation and precise geometry of each device. DMSP treatment removes 99% of compounds that interfere with mass spectrometry analysis, such as inorganic salts, while retaining biomolecules of interest within the sample for ESI-MS analysis. DMSP has demonstrated the ability to substantially increase signal to noise ratio in MS detection of biomolecules, and to further enhance sensitivity for probing lower biomarker concentrations via introduction of ESI-MS enhancing molecules (i.e. proton donating chemicals, protein denaturing solvents, and supercharging agents) into the sample within the integrated mass exchanger. To exemplify the DMSP’s unique capabilities, Fig. 1 demonstrates detection of multiple low-concentration protein biomarkers sampled from a biochemically-complex cell media solution serving as a proxy to samples taken directly from cell growth bioreactors [1].
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Mapping genomic loci implicates genes and synaptic biology in schizophrenia
- Author
- Adams Mark
- Adolfsson Rolf
- Agartz Ingrid
- Agerbo Esben
- Al Eissa Mariam
- Albus Margot
- Alexander Madeline
- Alizadeh Behrooz Z
- Alptekin Köksal
- Als Thomas D
- Amin Farooq
- Andreassen Ole A
- Arango Celso
- Arolt Volker
- Arrojo Manuel
- Atbaşoğlu Eşref Cem
- Athanasiu Lavinia
- Atkinson Elizabeth G
- Awasthi Swapnil
- Ayub Muhammad
- Azevedo Maria Helena
- Bacanu Silviu A
- Bass Nicholas J
- Baune Bernhard T
- Begemann Martin
- Belangero Sintia Iole
- Belliveau Richard A
- Bene Judit
- Benner Christian
- Benyamin Beben
- Bergen Sarah E
- Bertolino Alessandro
- Bigdeli Tim B
- Black Donald W
- Blasi Giuseppe
- Bobes Julio
- Bonassi Stefano
- Braff David
- Bramon Elvira
- Braun Alice
- Bray Nicholas J
- Breen Gerome
- Bressan Rodrigo Affonseca
- Bromet Evelyn J
- Bruggeman Richard
- Bryois Julien
- Buccola Nancy G
- Buckley Peter F
- Buckner Randy L
- Buxbaum Joseph D
- Bybjerg-Grauholm Jonas
- Byerley William F
- Børglum Anders D
- Cahn Wiepke
- Cairns Murray J
- Calkins Monica E
- Campion Dominique
- Carr Vaughan J
- Castle David
- Catts Stanley V
- Cervilla Jorge A
- Chambert Kimberley D
- Chan Raymond CK
- Chaumette Boris
- Chen Chia-Yen
- Chen Wei J
- Cheng Wei
- Cheung Eric FC
- Chong Siow Ann
- Cichon Sven
- Cloninger C Robert
- Cohen David
- Collier David A
- Consoli Angèle
- Cordeiro Quirino
- Corvin Aiden
- Costas Javier
- Crespo-Facorro Benedicto
- Curtis Charles
- Curtis David
- Daly Mark J
- Davidson Michael
- Davis Kenneth L
- de Haan Lieuwe
- Degenhardt Franziska
- DeLisi Lynn E
- Demontis Ditte
- Dennison Charlotte A
- Dickerson Faith
- Dikeos Dimitris
- Dinan Timothy
- Djurovic Srdjan
- Domenici Enrico
- Donohoe Gary
- Duan Jubao
- Ducci Giuseppe
- Dudbridge Frank
- Ehrenreich Hannelore
- Eriksson Johan G
- Escott-Price Valentina
- Esko Tõnu
- Fanous Ayman H
- Faraone Stephen V
- Fañanás Lourdes
- Fiorentino Alessia
- Forstner Andreas
- Forti Marta Di
- Frank Josef
- Freedman Robert
- Frei Oleksandr
- Freimer Nelson B
- Fromer Menachem
- Frustaci Alessandra
- Gadelha Ary
- Galletly Cherrie
- Gandal Michael J
- Gareeva Anna
- Gawlik Micha
- Ge Tian
- Gejman Pablo V
- Gennarelli Massimo
- Genovese Giulio
- Gershon Elliot S
- Giannitelli Marianna
- Giegling Ina
- Gill Michael
- Giusti-Rodríguez Paola
- Glatt Stephen J
- Godard Stephanie
- Goldstein Jacqueline I
- Golimbet Vera
- González Peñas Javier
- González-Pinto Ana
- Gopal Srihari
- Gratten Jacob
- Green Michael F
- Greenwood Tiffany A
- Grove Jakob
- Guillin Olivier
- Gur Raquel E
- Gur Ruben C
- Gutiérrez Blanca
- Gülöksüz Sinan
- Hahn Eric
- Hakonarson Hakon
- Hall Lynsey S
- Haroutunian Vahram
- Hartmann Annette M
- Harvey Carol
- Harwood Janet C
- Hayward Caroline
- Henskens Frans A
- Herms Stefan
- Hoffmann Per
- Holmans Peter A
- Hong Kyung Sue
- Hougaard David M
- Howrigan Daniel P
- Huang Hailiang
- Hultman Christina M
- Hwu Hai-Gwo
- Hyman Steven E
- Ikeda Masashi
- Indonesia Schizophrenia Consortium
- Iwata Nakao
- Iyegbe Conrad
- Jablensky Assen V
- Joa Inge
- Julià Antonio
- Jönsson Erik G
- Kahn René S
- Kam-Thong Tony
- Kamatani Yoichiro
- Karachanak-Yankova Sena
- Kebir Oussama
- Keller Matthew C
- Kelly Brian J
- Kendler Kenneth S
- Kennedy James L
- Khrunin Andrey
- Khusnutdinova Elza
- Kim Minsoo
- Kim Sung-Wan
- Kirov George
- Klovins Janis
- Knowles James A
- Kondratiev Nikolay
- Konte Bettina
- Koopmans Frank
- Kraft Julia
- Krebs Marie-Odile
- Kubo Michiaki
- Kusumawardhani Agung
- Kuzelova-Ptackova Hana
- Kučinskas Vaidutis
- Kučinskiene Zita Ausrele
- Kähler Anna K
- Lam Max
- Landi Stefano
- Laurent-Levinson Claudine
- Lazzeroni Laura C
- Lee Jimmy
- Lee Phil H
- Legge Sophie E
- Lehrer Douglas S
- Lencer Rebecca
- Lencz Todd
- Lerer Bernard
- Levinson Douglas F
- Li Miaoxin
- Li Qingqin S
- Li Zhiqiang
- Lieberman Jeffrey
- Light Gregory A
- Limborska Svetlana
- Liu Chih-Min
- Liu Jianjun
- Loughland Carmel M
- Lubinski Jan
- Luykx Jurjen J
- Lynham Amy
- Lönnqvist Jouko
- Macek Milan
- Mackinnon Andrew
- Magnusson Patrik KE
- Magnusson Sigurdur
- Maher Brion S
- Maier Wolfgang
- Malaspina Dolores
- Malhotra Anil K
- Malhotra Dheeraj
- Mallet Jacques
- Marder Stephen R
- Marsal Sara
- Martin Alicia R
- Martorell Lourdes
- Mattheisen Manuel
- McCarley Robert W
- McCarroll Steven A
- McDonald Colm
- McGrath John J
- McIntosh Andrew
- McQuillin Andrew
- Medeiros Helena
- Meier Sandra
- Melegh Bela
- Melle Ingrid
- Menezes Paulo R
- Mesholam-Gately Raquelle I
- Metspalu Andres
- Michie Patricia T
- Milani Lili
- Milanova Vihra
- Mitjans Marina
- Molden Espen
- Molina Esther
- Molto María Dolores
- Mondelli Valeria
- Moran Jennifer L
- Moreno Carmen
- Morgan Vera A
- Morley Christopher P
- Morris Derek W
- Mors Ole
- Mortensen Preben B
- Mowry Bryan J
- Muntané Gerard
- Murphy Kieran C
- Murray Robin M
- Myin-Germeys Inez
- Müller-Myhsok Bertram
- Neale Benjamin M
- Neil Amanda L
- Nenadić Igor
- Nestadt Gerald
- Nikitina-Zake Liene
- Nimgaonkar Vishwajit
- Nordentoft Merete
- Noto Cristiano
- Nuechterlein Keith H
- Nöthen Markus M
- O'Brien Niamh Louise
- O'Donovan Michael C
- O'Neill F Anthony
- Oh Sang-Yun
- Olincy Ann
- Ophoff Roel A
- Ota Vanessa Kiyomi
- Owen Michael J
- Paciga Sara A
- Palotie Aarno
- Panagiotaropoulou Georgia
- Pantelis Christos
- Papadimitriou George N
- Pardiñas Antonio F
- Parellada Mara
- Pato Carlos N
- Pato Michele T
- Paunio Tiina
- Pellegrino Renata
- Periyasamy Sathish
- Perkins Diana O
- Petryshen Tracey L
- Pfuhlmann Bruno
- Pietiläinen Olli
- Pimm Jonathan
- Pirinen Matti
- Pocklington Andrew J
- Porteous David
- Posthuma Danielle
- Powell John
- PsychENCODE
- Psychosis Endophenotypes International Consortium
- Pulver Ann E
- Qi Ting
- Qin Shengying
- Quattrone Diego
- Quested Digby
- Radant Allen D
- Rampino Antonio
- Rapaport Mark H
- Rautanen Anna
- Reichenberg Abraham
- Richards Alexander L
- Rietschel Marcella
- Riley Brien P
- Ripke Stephan
- Rivera Margarita
- Roe Cheryl
- Roffman Joshua L
- Roth Julian
- Rothermundt Matthias
- Roussos Panos
- Rujescu Dan
- Rutten Bart PF
- Saka Meram C
- Saker-Delye Safaa
- Salomaa Veikko
- Sanders Alan R
- Sanjuan Julio
- Santoro Marcos Leite
- Savitz Adam
- Schall Ulrich
- Schizophrenia Working Group of the Psychiatric Genomics Consorti
- Schulze Thomas G
- Schwab Sibylle G
- Scott Rodney J
- Seidman Larry J
- Serretti Alessandro
- Sham Pak C
- Sharp Sally Isabel
- Shi Jianxin
- Shi Yongyong
- Sidorenko Julia
- Siever Larry J
- Sigurdsson Engilbert
- Silverman Jeremy M
- Sim Kang
- Skarabis Nora
- Slominsky Petr
- Smoller Jordan W
- So Hon-Cheong
- Sobell Janet L
- St Clair David
- Stahl Eli A
- Stain Helen J
- Steen Nils Eiel
- Stefansson Kari
- Stefánsson Hreinn
- Steixner-Kumar Agnes A
- Stone William S
- Straub Richard E
- Streit Fabian
- Strengman Eric
- Stroup T Scott
- Stögmann Elisabeth
- Subramaniam Mythily
- Sugar Catherine A
- Sullivan Patrick F
- Suvisaari Jaana
- Svrakic Dragan M
- Swerdlow Neal R
- SynGO Consortium
- Szatkiewicz Jin P
- Söderman Erik
- Ta Thi Minh Tam
- Takahashi Atsushi
- Terao Chikashi
- Thibaut Florence
- Toncheva Draga
- Tooney Paul A
- Torretta Silvia
- Tosato Sarah
- Trubetskoy Vassily
- Tsuang Debby W
- Tsuang Ming T
- Tura Gian Battista
- Turetsky Bruce I
- Vaaler Arne
- van Amelsvoort Therese
- van Os Jim
- van Winkel Ruud
- Vassos Evangelos
- Vawter Marquis P
- Veijola Juha
- Verhage Matthijs
- Vilella Elisabet
- Visscher Peter M
- Voloudakis Georgios
- Waddington John
- Walter Henrik
- Walters James TR
- Wang Shi-Heng
- Watanabe Kyoko
- Waterreus Anna
- Webb Bradley T
- Weinberger Daniel R
- Weiser Mark
- Werge Thomas
- Wildenauer Dieter B
- Williams Nigel M
- Witt Stephanie H
- Wormley Brandon K
- Wray Naomi R
- Wu Jing Qin
- Wu Yang
- Xu Shuhua
- Xu Zhida
- Yang Jian
- Yolken Robert
- Yu Xin
- Yue Weihua
- Zai Clement C
- Zeng Jian
- Zhang Wen
- Zhou Wei
- Zhu Feng
- Zimprich Fritz
- Üçok Alp
- Publication venue
- NATURE PORTFOLIO
- Publication date
- 21/04/2022
- Field of study
Schizophrenia has a heritability of 60-80%1, much of which is attributable to common risk alleles. Here, in a two-stage genome-wide association study of up to 76,755 individuals with schizophrenia and 243,649 control individuals, we report common variant associations at 287 distinct genomic loci. Associations were concentrated in genes that are expressed in excitatory and inhibitory neurons of the central nervous system, but not in other tissues or cell types. Using fine-mapping and functional genomic data, we identify 120 genes (106 protein-coding) that are likely to underpin associations at some of these loci, including 16 genes with credible causal non-synonymous or untranslated region variation. We also implicate fundamental processes related to neuronal function, including synaptic organization, differentiation and transmission. Fine-mapped candidates were enriched for genes associated with rare disruptive coding variants in people with schizophrenia, including the glutamate receptor subunit GRIN2A and transcription factor SP4, and were also enriched for genes implicated by such variants in neurodevelopmental disorders. We identify biological processes relevant to schizophrenia pathophysiology; show convergence of common and rare variant associations in schizophrenia and neurodevelopmental disorders; and provide a resource of prioritized genes and variants to advance mechanistic studies
Mapping genomic loci implicates genes and synaptic biology in schizophrenia
- Author
- Adams Mark
- Adolfsson Rolf
- Agartz Ingrid
- Agerbo Esben
- Al Eissa Mariam
- Albus Margot
- Alexander Madeline
- Alizadeh Behrooz Z
- Alptekin Köksal
- Als Thomas D
- Amin Farooq
- Andreassen Ole A
- Arango Celso
- Arolt Volker
- Arrojo Manuel
- Atbaşoğlu Eşref Cem
- Athanasiu Lavinia
- Atkinson Elizabeth G
- Awasthi Swapnil
- Ayub Muhammad
- Azevedo Maria Helena
- Bacanu Silviu A
- Bass Nicholas J
- Baune Bernhard T
- Begemann Martin
- Belangero Sintia Iole
- Belliveau Richard A
- Bene Judit
- Benner Christian
- Benyamin Beben
- Bergen Sarah E
- Bertolino Alessandro
- Bigdeli Tim B
- Black Donald W
- Blasi Giuseppe
- Bobes Julio
- Bonassi Stefano
- Braff David
- Bramon Elvira
- Braun Alice
- Bray Nicholas J
- Breen Gerome
- Bressan Rodrigo Affonseca
- Bromet Evelyn J
- Bruggeman Richard
- Bryois Julien
- Buccola Nancy G
- Buckley Peter F
- Buckner Randy L
- Buxbaum Joseph D
- Bybjerg-Grauholm Jonas
- Byerley William F
- Børglum Anders D
- Cahn Wiepke
- Cairns Murray J
- Calkins Monica E
- Campion Dominique
- Carr Vaughan J
- Castle David
- Catts Stanley V
- Cervilla Jorge A
- Chambert Kimberley D
- Chan Raymond CK
- Chaumette Boris
- Chen Chia-Yen
- Chen Wei J
- Cheng Wei
- Cheung Eric FC
- Chong Siow Ann
- Cichon Sven
- Cloninger C Robert
- Cohen David
- Collier David A
- Consoli Angèle
- Cordeiro Quirino
- Corvin Aiden
- Costas Javier
- Crespo-Facorro Benedicto
- Curtis Charles
- Curtis David
- Daly Mark J
- Davidson Michael
- Davis Kenneth L
- de Haan Lieuwe
- Degenhardt Franziska
- DeLisi Lynn E
- Demontis Ditte
- Dennison Charlotte A
- Dickerson Faith
- Dikeos Dimitris
- Dinan Timothy
- Djurovic Srdjan
- Domenici Enrico
- Donohoe Gary
- Duan Jubao
- Ducci Giuseppe
- Dudbridge Frank
- Ehrenreich Hannelore
- Eriksson Johan G
- Escott-Price Valentina
- Esko Tõnu
- Fanous Ayman H
- Faraone Stephen V
- Fañanás Lourdes
- Fiorentino Alessia
- Forstner Andreas
- Forti Marta Di
- Frank Josef
- Freedman Robert
- Frei Oleksandr
- Freimer Nelson B
- Fromer Menachem
- Frustaci Alessandra
- Gadelha Ary
- Galletly Cherrie
- Gandal Michael J
- Gareeva Anna
- Gawlik Micha
- Ge Tian
- Gejman Pablo V
- Gennarelli Massimo
- Genovese Giulio
- Gershon Elliot S
- Giannitelli Marianna
- Giegling Ina
- Gill Michael
- Giusti-Rodríguez Paola
- Glatt Stephen J
- Godard Stephanie
- Goldstein Jacqueline I
- Golimbet Vera
- González Peñas Javier
- González-Pinto Ana
- Gopal Srihari
- Gratten Jacob
- Green Michael F
- Greenwood Tiffany A
- Grove Jakob
- Guillin Olivier
- Gur Raquel E
- Gur Ruben C
- Gutiérrez Blanca
- Gülöksüz Sinan
- Hahn Eric
- Hakonarson Hakon
- Hall Lynsey S
- Haroutunian Vahram
- Hartmann Annette M
- Harvey Carol
- Harwood Janet C
- Hayward Caroline
- Henskens Frans A
- Herms Stefan
- Hoffmann Per
- Holmans Peter A
- Hong Kyung Sue
- Hougaard David M
- Howrigan Daniel P
- Huang Hailiang
- Hultman Christina M
- Hwu Hai-Gwo
- Hyman Steven E
- Ikeda Masashi
- Indonesia Schizophrenia Consortium
- Iwata Nakao
- Iyegbe Conrad
- Jablensky Assen V
- Joa Inge
- Julià Antonio
- Jönsson Erik G
- Kahn René S
- Kam-Thong Tony
- Kamatani Yoichiro
- Karachanak-Yankova Sena
- Kebir Oussama
- Keller Matthew C
- Kelly Brian J
- Kendler Kenneth S
- Kennedy James L
- Khrunin Andrey
- Khusnutdinova Elza
- Kim Minsoo
- Kim Sung-Wan
- Kirov George
- Klovins Janis
- Knowles James A
- Kondratiev Nikolay
- Konte Bettina
- Koopmans Frank
- Kraft Julia
- Krebs Marie-Odile
- Kubo Michiaki
- Kusumawardhani Agung
- Kuzelova-Ptackova Hana
- Kučinskas Vaidutis
- Kučinskiene Zita Ausrele
- Kähler Anna K
- Lam Max
- Landi Stefano
- Laurent-Levinson Claudine
- Lazzeroni Laura C
- Lee Jimmy
- Lee Phil H
- Legge Sophie E
- Lehrer Douglas S
- Lencer Rebecca
- Lencz Todd
- Lerer Bernard
- Levinson Douglas F
- Li Miaoxin
- Li Qingqin S
- Li Zhiqiang
- Lieberman Jeffrey
- Light Gregory A
- Limborska Svetlana
- Liu Chih-Min
- Liu Jianjun
- Loughland Carmel M
- Lubinski Jan
- Luykx Jurjen J
- Lynham Amy
- Lönnqvist Jouko
- Macek Milan
- Mackinnon Andrew
- Magnusson Patrik KE
- Magnusson Sigurdur
- Maher Brion S
- Maier Wolfgang
- Malaspina Dolores
- Malhotra Anil K
- Malhotra Dheeraj
- Mallet Jacques
- Marder Stephen R
- Marsal Sara
- Martin Alicia R
- Martorell Lourdes
- Mattheisen Manuel
- McCarley Robert W
- McCarroll Steven A
- McDonald Colm
- McGrath John J
- McIntosh Andrew
- McQuillin Andrew
- Medeiros Helena
- Meier Sandra
- Melegh Bela
- Melle Ingrid
- Menezes Paulo R
- Mesholam-Gately Raquelle I
- Metspalu Andres
- Michie Patricia T
- Milani Lili
- Milanova Vihra
- Mitjans Marina
- Molden Espen
- Molina Esther
- Molto María Dolores
- Mondelli Valeria
- Moran Jennifer L
- Moreno Carmen
- Morgan Vera A
- Morley Christopher P
- Morris Derek W
- Mors Ole
- Mortensen Preben B
- Mowry Bryan J
- Muntané Gerard
- Murphy Kieran C
- Murray Robin M
- Myin-Germeys Inez
- Müller-Myhsok Bertram
- Neale Benjamin M
- Neil Amanda L
- Nenadić Igor
- Nestadt Gerald
- Nikitina-Zake Liene
- Nimgaonkar Vishwajit
- Nordentoft Merete
- Noto Cristiano
- Nuechterlein Keith H
- Nöthen Markus M
- O'Brien Niamh Louise
- O'Donovan Michael C
- O'Neill F Anthony
- Oh Sang-Yun
- Olincy Ann
- Ophoff Roel A
- Ota Vanessa Kiyomi
- Owen Michael J
- Paciga Sara A
- Palotie Aarno
- Panagiotaropoulou Georgia
- Pantelis Christos
- Papadimitriou George N
- Pardiñas Antonio F
- Parellada Mara
- Pato Carlos N
- Pato Michele T
- Paunio Tiina
- Pellegrino Renata
- Periyasamy Sathish
- Perkins Diana O
- Petryshen Tracey L
- Pfuhlmann Bruno
- Pietiläinen Olli
- Pimm Jonathan
- Pirinen Matti
- Pocklington Andrew J
- Porteous David
- Posthuma Danielle
- Powell John
- PsychENCODE
- Psychosis Endophenotypes International Consortium
- Pulver Ann E
- Qi Ting
- Qin Shengying
- Quattrone Diego
- Quested Digby
- Radant Allen D
- Rampino Antonio
- Rapaport Mark H
- Rautanen Anna
- Reichenberg Abraham
- Richards Alexander L
- Rietschel Marcella
- Riley Brien P
- Ripke Stephan
- Rivera Margarita
- Roe Cheryl
- Roffman Joshua L
- Roth Julian
- Rothermundt Matthias
- Roussos Panos
- Rujescu Dan
- Rutten Bart PF
- Saka Meram C
- Saker-Delye Safaa
- Salomaa Veikko
- Sanders Alan R
- Sanjuan Julio
- Santoro Marcos Leite
- Savitz Adam
- Schall Ulrich
- Schizophrenia Working Group of the Psychiatric Genomics Consorti
- Schulze Thomas G
- Schwab Sibylle G
- Scott Rodney J
- Seidman Larry J
- Serretti Alessandro
- Sham Pak C
- Sharp Sally Isabel
- Shi Jianxin
- Shi Yongyong
- Sidorenko Julia
- Siever Larry J
- Sigurdsson Engilbert
- Silverman Jeremy M
- Sim Kang
- Skarabis Nora
- Slominsky Petr
- Smoller Jordan W
- So Hon-Cheong
- Sobell Janet L
- St Clair David
- Stahl Eli A
- Stain Helen J
- Steen Nils Eiel
- Stefansson Kari
- Stefánsson Hreinn
- Steixner-Kumar Agnes A
- Stone William S
- Straub Richard E
- Streit Fabian
- Strengman Eric
- Stroup T Scott
- Stögmann Elisabeth
- Subramaniam Mythily
- Sugar Catherine A
- Sullivan Patrick F
- Suvisaari Jaana
- Svrakic Dragan M
- Swerdlow Neal R
- SynGO Consortium
- Szatkiewicz Jin P
- Söderman Erik
- Ta Thi Minh Tam
- Takahashi Atsushi
- Terao Chikashi
- Thibaut Florence
- Toncheva Draga
- Tooney Paul A
- Torretta Silvia
- Tosato Sarah
- Trubetskoy Vassily
- Tsuang Debby W
- Tsuang Ming T
- Tura Gian Battista
- Turetsky Bruce I
- Vaaler Arne
- van Amelsvoort Therese
- van Os Jim
- van Winkel Ruud
- Vassos Evangelos
- Vawter Marquis P
- Veijola Juha
- Verhage Matthijs
- Vilella Elisabet
- Visscher Peter M
- Voloudakis Georgios
- Waddington John
- Walter Henrik
- Walters James TR
- Wang Shi-Heng
- Watanabe Kyoko
- Waterreus Anna
- Webb Bradley T
- Weinberger Daniel R
- Weiser Mark
- Werge Thomas
- Wildenauer Dieter B
- Williams Nigel M
- Witt Stephanie H
- Wormley Brandon K
- Wray Naomi R
- Wu Jing Qin
- Wu Yang
- Xu Shuhua
- Xu Zhida
- Yang Jian
- Yolken Robert
- Yu Xin
- Yue Weihua
- Zai Clement C
- Zeng Jian
- Zhang Wen
- Zhou Wei
- Zhu Feng
- Zimprich Fritz
- Üçok Alp
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
Schizophrenia has a heritability of 60-80%(1), much of which is attributable to common risk alleles. Here, in a two-stage genome-wide association study of up to 76,755 individuals with schizophrenia and 243,649 control individuals, we report common variant associations at 287 distinct genomic loci. Associations were concentrated in genes that are expressed in excitatory and inhibitory neurons of the central nervous system, but not in other tissues or cell types. Using fine-mapping and functional genomic data, we identify120 genes (106 protein-coding) that are likely to underpin associations at some of these loci, including16 genes with credible causal non-synonymous or untranslated region variation. We also implicate fundamental processes related to neuronal function, including synaptic organization, differentiation and transmission. Fine-mapped candidates were enriched for genes associated with rare disruptive coding variants in people with schizophrenia, including the glutamate receptor subunit GRIN2A and transcription factorSP4, and were also enriched for genes implicated by such variants in neurodevelopmental disorders. We identify biological processes relevant to schizophrenia pathophysiology; show convergence of common and rare variant associations in schizophrenia and neurodevelopmental disorders; and provide a resource of prioritized genes and variants to advance mechanistic studies
Mapping genomic loci implicates genes and synaptic biology in schizophrenia
- Author
- Abyzov Alexej
- Achsel Tilmann
- Adams Mark
- Adolfsson Rolf
- Agartz Ingrid
- Agerbo Esben
- Agiananda Feranindhya
- Akbarian Schahram
- Al Eissa Mariam
- Albus Margot
- Alexander Madeline
- Alizadeh Behrooz Z.
- Alptekin Köksal
- Als Thomas D.
- Amin Farooq
- Amir Nurmiati
- Andreassen Ole A.
- Andres-Alonso Maria
- Antoni Ronald
- Arango Celso
- Arolt Volker
- Arranz Maria J.
- Arrojo Manuel
- Arsianti Tiana
- Ashley-Koch Allison
- Asmarahadi Asmarahadi
- Atbaşoğlu Eşref Cem
- Athanasiu Lavinia
- Atkinson Elizabeth G.
- Awasthi Swapnil
- Ayub Muhammad
- Azevedo Maria Helena
- Bacanu Silviu A.
- Bagni Claudia
- Bakker Steven
- Bass Nicholas J.
- Baune Bernhard T.
- Bayés Àlex
- Begemann Martin
- Belangero Sintia Iole
- Belliveau Richard A.
- Bender Stephan
- Bene Judit
- Benner Christian
- Benyamin Beben
- Bergen Sarah E.
- Bertolino Alessandro
- Biederer Thomas
- Bigdeli Tim B.
- Black Donald W.
- Blasi Giuseppe
- Bobes Julio
- Bonassi Stefano
- Braff David
- Bramon Elvira
- Bramon Elvira
- Braun Alice
- Bray Nicholas J.
- Breen Gerome
- Breen Michael
- Bressan Rodrigo Affonseca
- Bromet Evelyn J.
- Brose Nils
- Brown Miguel
- Brown Tyler C.
- Bruggeman Richard
- Bryois Julien
- Bryois Julien
- Buccola Nancy G.
- Buckley Peter F.
- Buckner Randy L.
- Buxbaum Joseph D.
- Bybjerg-Grauholm Jonas
- Byerley William F.
- Børglum Anders D.
- Cahn Wiepke
- Cairns Murray J.
- Calkins Monica E.
- Campion Dominique
- Carlyle Becky
- Carr Vaughan J.
- Castle David
- Catts Stanley V.
- Cervilla Jorge A.
- Chambert Kimberley D.
- Chan Raymond C. K.
- Charney Alex
- Chaumette Boris
- Chen Chia-Yen
- Chen Wei J.
- Cheng Wei
- Cheung Eric F. C.
- Chong Siow Ann
- Chua John Jia En
- Cichon Sven
- Cloninger C. Robert
- Coba Marcelo P.
- Coetzee Gerard
- Cohen David
- Collier David A.
- Collier David A.
- Consoli Angèle
- Cordeiro Quirino
- Cornelisse L. Niels
- Corvin Aiden
- Costas Javier
- Crawford Gregory
- Crepo-Facorro Benedicto
- Crespo-Facorro Benedicto
- Curtis Charles
- Curtis David
- Dai Nan
- Daly Mark J.
- Davidson Michael
- Davis Kenneth L.
- de Haan Lieuwe
- de Haan Lieuwe
- de Jong Arthur P. H.
- de Juan-Sanz Jaime
- Degenhardt Franziska
- DeLisi Lynn E.
- Demontis Ditte
- Dennison Charlotte A.
- Diatri H.
- Dickerson Faith
- Dieterich Daniela C.
- Dikeos Dimitris
- Dinan Timothy
- Djatmiko Prianto
- Djurovic Srdjan
- Domenici Enrico
- Donohoe Gary
- Dracheva Stella
- Duan Jubao
- Ducci Giuseppe
- Dudbridge Frank
- Ehrenreich Hannelore
- Emani Prashant
- Eriksson Johan G.
- Escott-Price Valentina
- Esko Tõnu
- Eunjoon Kim
- Evalina None
- Fanous Ayman H.
- Faraone Stephen V.
- Farnham Peggy
- Fañanás Lourdes
- Feng Guoping
- Fiorentino Alessia
- Forstner Andreas
- Forti Marta Di
- Frank Josef
- Freedman Robert
- Frei Oleksandr
- Freimer Nelson B.
- Fromer Menachem
- Fromer Menachem
- Frustaci Alessandra
- Gadelha Ary
- Galeev Timur
- Galletly Cherrie
- Gandal Michael J.
- Gandal Mike
- Gareeva Anna
- Gareeva Anna
- Gawlik Micha
- Ge Tian
- Gejman Pablo V.
- Gennarelli Massimo
- Genovese Giulio
- Gershon Elliot S.
- Gerstein Mark
- Giannitelli Marianna
- Giase Gina
- Giegling Ina
- Gill Michael
- Girdhar Kiran
- Giusti-Rodríguez Paola
- Glatt Stephen J.
- Godard Stephanie
- Goes Fernando
- Goldschmidt Hana L.
- Goldstein Jacqueline I.
- Golimbet Vera
- González Peñas Javier
- González-Pinto Ana
- Gopal Srihari
- Gratten Jacob
- Green Michael F.
- Greenwood Tiffany A.
- Grennan Kay
- Grove Jakob
- Gu Mengting
- Guerra Brittney
- Guillin Olivier
- Gundelfinger Eckart D.
- Gur Raquel E.
- Gur Ruben C.
- Gursoy Gamze
- Gutiérrez Blanca
- Gülöksüz Sinan
- Hahn Eric
- Hakonarson Hakon
- Hall Jeremy
- Hall Lynsey S.
- Hananto A. J.
- Haroutunian Vahram
- Hartmann Annette M.
- Harvey Carol
- Harwood Janet C.
- Hayward Caroline
- Henskens Frans A.
- Henuhili Supiyani
- Herms Stefan
- Hoffman Gabriel
- Hoffmann Per
- Holmans Peter A.
- Hong Kyung Sue
- Hoogenraad Casper
- Hougaard David M.
- Howrigan Daniel P.
- Huang Hailiang
- Huganir Richard L.
- Hultman Christina M.
- Hwa Jin Jung
- Hwu Hai-Gwo
- Hyde Thomas
- Hyman Steven E.
- Hyman Steven E.
- Ikeda Masashi
- Imig Cordelia
- Irmansyah Irmansyah
- Ismoyo Joni H.
- Iwata Nakao
- Iyegbe Conrad
- Iyegbe Conrad
- Jablensky Assen V.
- Jaffe Andrew
- Jahn Reinhard
- Jiang Shan
- Jiang Yan
- Joa Inge
- Julià Antonio
- Jönsson Erik G.
- Kaeser Pascal S.
- Kahn René
- Kahn René S.
- Kam-Thong Tony
- Kamatani Yoichiro
- Karachanak-Yankova Sena
- Kebir Oussama
- Kefi Amira
- Keller Matthew C.
- Kelly Brian J.
- Kendler Kenneth S.
- Kennedy James L.
- Khalimah Siti
- Khrunin Andrey
- Khusnutdinova Elza
- Kim Minsoo
- Kim Sung-Wan
- Kim Yunjung
- Kirov George
- Kitchen Robert
- Klovins Janis
- Knowles James A.
- Knowles James A.
- Kondratiev Nikolay
- Konte Bettina
- Koopmans Frank
- Koopmans Frank
- Kraft Julia
- Krebs Marie-Odile
- Kreutz Michael R.
- Kubo Michiaki
- Kusumadewi Irmia
- Kusumaningrum Profitasari
- Kusumawardhani Agung
- Kuzelova-Ptackova Hana
- Kučinskas Vaidutis
- Kučinskiene Zita Ausrele
- Kähler Anna K.
- Lam Max
- Landi Stefano
- Laurent-Levinson Claudine
- Lawrie Stephen
- Lay Fides
- Lazzeroni Laura C.
- Lee Donghoon
- Lee Jimmy
- Lee Phil H.
- Legge Sophie E.
- Lehrer Douglas S.
- Lencer Rebecca
- Lencz Todd
- Lerer Bernard
- Levinson Douglas F.
- Lewis Cathryn
- Li Miaoxin
- Li Mingfeng
- Li Qingqin S.
- Li Zhiqiang
- Lieberman Jeffrey
- Light Gregory A.
- Limborska Svetlana
- Lin Kuang
- Linszen Don H.
- Lipstein Noa
- Liu Chih-Min
- Liu Chunyu
- Liu Jianjun
- Liu Shuang
- Loughland Carmel M.
- Lubinski Jan
- Lukman Petrin R.
- Luykx Jurjen J.
- Lynham Amy
- Lönnqvist Jouko
- Macek Milan
- MacGillavry Harold D.
- Mackinnon Andrew
- Magnusson Patrik K. E.
- Magnusson Sigurdur
- Maher Brion S.
- Maier Wolfgang
- Malaspina Dolores
- Malenka Robert
- Malhotra Anil K.
- Malhotra Dheeraj
- Mallet Jacques
- Marder Stephen R.
- Marini T. M.
- Marsal Sara
- Martin Alicia R.
- Martorell Lourdes
- Mata Ignacio
- Mattei Eugenio
- Mattheisen Manuel
- McCarley Robert W.
- McCarroll Steven A.
- McDonald Colm
- McGrath John J.
- McIntosh Andrew
- McIntosh Andrew
- McPherson Peter S.
- McQuillin Andrew
- Medeiros Helena
- Meier Sandra
- Melegh Bela
- Melle Ingrid
- Menezes Paulo R.
- Mesholam-Gately Raquelle I.
- Metspalu Andres
- Michie Patricia T.
- Milani Lili
- Milanova Vihra
- Mitjans Marina
- Molden Espen
- Molina Esther
- Molto María Dolores
- Mondelli Valeria
- Moran Jennifer L.
- Moreno Carmen
- Morgan Vera A.
- Morley Christopher P.
- Morris Derek W.
- Mors Ole
- Mortensen Preben B.
- Mowry Bryan J.
- Muntané Gerard
- Murphy Kieran C.
- Murray Robin M.
- Murray Robin M.
- Myin-Germeys Inez
- Müller-Myhsok Bertram
- Nasrun Martina W.
- Navarro Fabio
- Neale Benjamin M.
- Neil Amanda L.
- Nenadić Igor
- Nestadt Gerald
- Nikitina-Zake Liene
- Nimgaonkar Vishwajit
- Nordentoft Merete
- Noto Cristiano
- Nuechterlein Keith H.
- Nöthen Markus M.
- Oh Sang-Yun
- Olincy Ann
- Ophoff Roel A.
- Ophoff Roel A.
- Ota Vanessa Kiyomi
- Owen Michael J.
- O’Brien Niamh Louise
- O’Connor Vincent
- O’Donovan Michael C.
- O’Neill F. Anthony
- Paciga Sara A.
- Palotie Aarno
- Pan Xinghua
- Panagiotaropoulou Georgia
- Pantelis Christos
- Papadimitriou George N.
- Pardiñas Antonio F.
- Parellada Mara
- Pato Carlos N.
- Pato Michele T.
- Paunio Tiina
- Pellegrino Renata
- Periyasamy Sathish
- Perkins Diana O.
- Peters Mette A.
- Petryshen Tracey L.
- Pfuhlmann Bruno
- Pielot Rainer
- Pietiläinen Olli
- Pimm Jonathan
- Pinto Dalila
- Pirinen Matti
- Pochareddy Sirisha
- Pocklington Andrew J.
- Polioudakis Damon
- Porteous David
- Posthuma Danielle
- Powell John
- Powell John
- Prasetyawan Prasetyawan
- Pratt Henry
- Pulver Ann E.
- Purcaro Michael
- Purcell Shaun
- Qi Ting
- Qin Shengying
- Quattrone Diego
- Quested Digby
- Radant Allen D.
- Rampino Antonio
- Rapaport Mark H.
- Rautanen Anna
- Reddy Tim
- Reichenberg Abraham
- Reza Muhammad
- Rhie Suhn
- Richards Alexander L.
- Rietschel Marcella
- Riley Brien P.
- Ripke Stephan
- Rivera Margarita
- Roe Cheryl
- Roffman Joshua L.
- Roth Julian
- Rothermundt Matthias
- Roussos Panagiotis
- Roussos Panos
- Rozowsky Joel
- Rujescu Dan
- Rujescu Dan
- Rutten Bart P. F.
- Ryan Timothy A.
- Safyuni N. S.
- Sahasrabudhe Dnyanada
- Saka Meram C.
- Saker-Delye Safaa
- Sala Carlo
- Salomaa Veikko
- Sanders Alan R.
- Sanders Stephan
- Sanjuan Julio
- Santoro Marcos Leite
- Savitz Adam
- Schall Ulrich
- Schulze Thomas G.
- Schwab Sibylle G.
- Scott Rodney J.
- Seidman Larry J.
- Semen G.
- Serretti Alessandro
- Sestan Nenad
- Sethi Anurag
- Sham Pak C.
- Sham Pak C.
- Sharp Sally Isabel
- Sheng Morgan
- Shi Jianxin
- Shi Xu
- Shi Yongyong
- Shi Yongyong
- Shieh Annie
- Sidorenko Julia
- Siever Larry J.
- Sigurdsson Engilbert
- Silverman Jeremy M.
- Sim Kang
- Siste Kristiana
- Skarabis Nora
- Slominsky Petr
- Smalla Karl-Heinz
- Smit August B.
- Smoller Jordan W.
- So Hon-Cheong
- Sobell Janet L.
- St Clair David
- St Clair David
- Stahl Eli A.
- Stain Helen J.
- Steen Nils Eiel
- Stefansson Kari
- Stefánsson Hreinn
- Steixner-Kumar Agnes A.
- Stone William S.
- Straub Richard E.
- Streit Fabian
- Strengman Eric
- Stroup T. Scott
- Stögmann Elisabeth
- Subramaniam Mythily
- Sugar Catherine A.
- Sullivan Patrick F.
- Suvisaari Jaana
- Svrakic Dragan M.
- Swarup Vivek
- Swerdlow Neal R.
- Szatkiewicz Jin P.
- Szekely Anna
- Söderman Erik
- Südhof Thomas C.
- Ta Thi Minh Tam
- Takahashi Atsushi
- Terao Chikashi
- Thibaut Florence
- Thomas Paul D.
- Tobing Heriani
- Toncheva Draga
- Toonen Ruud F.
- Tooney Paul A.
- Torretta Silvia
- Tosato Sarah
- Trubetskoy Vassily
- Tsuang Debby W.
- Tsuang Ming T.
- Tura Gian Battista
- Turetsky Bruce I.
- Vaaler Arne
- van Amelsvoort Therese
- van Amelsvoort Therese
- van Bakel Harm
- van Os Jim
- van Os Jim
- van Os Jim
- van Weering Jan R. T.
- van Winkel Ruud
- van Winkel Ruud
- Vassos Evangelos
- Vawter Marquis P.
- Veijola Juha
- Verhage Matthijs
- Verhage Matthijs
- Verpelli Chiara
- Vilella Elisabet
- Visscher Peter M.
- Voloudakis Georgios
- Waddington John
- Walshe Muriel
- Walter Henrik
- Walters James T. R.
- Wang Daifeng
- Wang Shi-Heng
- Warrell Jonathan
- Watanabe Kyoko
- Waterreus Anna
- Webb Bradley T.
- Weinberger Daniel R.
- Weisbrod Matthias
- Weiser Mark
- Weissman Sherman
- Weng Zhiping
- Wenwen Qin
- Werge Thomas
- White Kevin
- Widiasih Natalia
- Wiguna Tjhin
- Wildenauer D. B.
- Wildenauer Dieter B.
- Williams Nigel M.
- Wiseman Jennifer
- Witt Heather
- Witt Stephanie H.
- Won Hyejung
- Wood Shannon
- Wormley Brandon K.
- Wray Naomi R.
- Wu Feinan
- Wu Jing Qin
- Wu Yang
- Wulandari D.
- Xu Shuhua
- Xu Xuming
- Xu Zhida
- Yang Jian
- Yao Lijing
- Yolken Robert
- Yu Xin
- Yue Weihua
- Yusnadewi Suzy
- Zai Clement C.
- Zandi Peter
- Zeng Jian
- Zhang Wen
- Zhou Wei
- Zhu Feng
- Zimprich Fritz
- Üçok Alp
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/04/2022
- Field of study
Schizophrenia has a heritability of 60-80%1, much of which is attributable to common risk alleles. Here, in a two-stage genome-wide association study of up to 76,755 individuals with schizophrenia and 243,649 control individuals, we report common variant associations at 287 distinct genomic loci. Associations were concentrated in genes that are expressed in excitatory and inhibitory neurons of the central nervous system, but not in other tissues or cell types. Using fine-mapping and functional genomic data, we identify 120 genes (106 protein-coding) that are likely to underpin associations at some of these loci, including 16 genes with credible causal non-synonymous or untranslated region variation. We also implicate fundamental processes related to neuronal function, including synaptic organization, differentiation and transmission. Fine-mapped candidates were enriched for genes associated with rare disruptive coding variants in people with schizophrenia, including the glutamate receptor subunit GRIN2A and transcription factor SP4, and were also enriched for genes implicated by such variants in neurodevelopmental disorders. We identify biological processes relevant to schizophrenia pathophysiology; show convergence of common and rare variant associations in schizophrenia and neurodevelopmental disorders; and provide a resource of prioritized genes and variants to advance mechanistic studies.11Nsciescopu
Mapping genomic loci implicates genes and synaptic biology in schizophrenia
- Author
- Abyzov Alexej
- Achsel Tilmann
- Adams Mark
- Adolfsson Rolf
- Agartz Ingrid
- Agerbo Esben
- Agiananda Feranindhya
- Akbarian Schahram
- Al Eissa Mariam
- Albus Margot
- Alexander Madeline
- Alizadeh Behrooz Z.
- Alptekin Köksal
- Als Thomas D.
- Amin Farooq
- Amir Nurmiati
- Andreassen Ole A.
- Andres-Alonso Maria
- Antoni Ronald
- Arango Celso
- Arolt Volker
- Arranz Maria J.
- Arrojo Manuel
- Arsianti Tiana
- Ashley-Koch Allison
- Asmarahadi Asmarahadi
- Atbaşoğlu Eşref Cem
- Athanasiu Lavinia
- Atkinson Elizabeth G.
- Awasthi Swapnil
- Ayub Muhammad
- Azevedo Maria Helena
- Bacanu Silviu A.
- Bagni Claudia
- Bakker Steven
- Bass Nicholas J.
- Baune Bernhard T.
- Bayés Àlex
- Begemann Martin
- Belangero Sintia Iole
- Belliveau Richard A.
- Bender Stephan
- Bene Judit
- Benner Christian
- Benyamin Beben
- Bergen Sarah E.
- Bertolino Alessandro
- Biederer Thomas
- Bigdeli Tim B.
- Black Donald W.
- Blasi Giuseppe
- Bobes Julio
- Bonassi Stefano
- Braff David
- Bramon Elvira
- Bramon Elvira
- Braun Alice
- Bray Nicholas J.
- Breen Gerome
- Breen Michael
- Bressan Rodrigo Affonseca
- Bromet Evelyn J.
- Brose Nils
- Brown Miguel
- Brown Tyler C.
- Bruggeman Richard
- Bryois Julien
- Bryois Julien
- Buccola Nancy G.
- Buckley Peter F.
- Buckner Randy L.
- Buxbaum Joseph D.
- Bybjerg-Grauholm Jonas
- Byerley William F.
- Børglum Anders D.
- Cahn Wiepke
- Cairns Murray J.
- Calkins Monica E.
- Campion Dominique
- Carlyle Becky
- Carr Vaughan J.
- Castle David
- Catts Stanley V.
- Cervilla Jorge A.
- Chambert Kimberley D.
- Chan Raymond C. K.
- Charney Alex
- Chaumette Boris
- Chen Chia-Yen
- Chen Wei J.
- Cheng Wei
- Cheung Eric F. C.
- Chong Siow Ann
- Chua John Jia En
- Cichon Sven
- Cloninger C. Robert
- Coba Marcelo P.
- Coetzee Gerard
- Cohen David
- Collier David A.
- Collier David A.
- Consoli Angèle
- Cordeiro Quirino
- Cornelisse L. Niels
- Corvin Aiden
- Costas Javier
- Crawford Gregory
- Crepo-Facorro Benedicto
- Crespo-Facorro Benedicto
- Curtis Charles
- Curtis David
- Dai Nan
- Daly Mark J.
- Davidson Michael
- Davis Kenneth L.
- de Haan Lieuwe
- de Haan Lieuwe
- de Jong Arthur P. H.
- de Juan-Sanz Jaime
- Degenhardt Franziska
- DeLisi Lynn E.
- Demontis Ditte
- Dennison Charlotte A.
- Diatri H.
- Dickerson Faith
- Dieterich Daniela C.
- Dikeos Dimitris
- Dinan Timothy
- Djatmiko Prianto
- Djurovic Srdjan
- Domenici Enrico
- Donohoe Gary
- Dracheva Stella
- Duan Jubao
- Ducci Giuseppe
- Dudbridge Frank
- Ehrenreich Hannelore
- Emani Prashant
- Eriksson Johan G.
- Escott-Price Valentina
- Esko Tõnu
- Evalina None
- Fanous Ayman H.
- Faraone Stephen V.
- Farnham Peggy
- Fañanás Lourdes
- Feng Guoping
- Fiorentino Alessia
- Forstner Andreas
- Forti Marta Di
- Frank Josef
- Freedman Robert
- Frei Oleksandr
- Freimer Nelson B.
- Fromer Menachem
- Fromer Menachem
- Frustaci Alessandra
- Gadelha Ary
- Galeev Timur
- Galletly Cherrie
- Gandal Michael J.
- Gandal Mike
- Gareeva Anna
- Gareeva Anna
- Gawlik Micha
- Ge Tian
- Gejman Pablo V.
- Gennarelli Massimo
- Genovese Giulio
- Gershon Elliot S.
- Gerstein Mark
- Giannitelli Marianna
- Giase Gina
- Giegling Ina
- Gill Michael
- Girdhar Kiran
- Giusti-Rodríguez Paola
- Glatt Stephen J.
- Godard Stephanie
- Goes Fernando
- Goldschmidt Hana L.
- Goldstein Jacqueline I.
- Golimbet Vera
- González Peñas Javier
- González-Pinto Ana
- Gopal Srihari
- Gratten Jacob
- Green Michael F.
- Greenwood Tiffany A.
- Grennan Kay
- Grove Jakob
- Gu Mengting
- Guerra Brittney
- Guillin Olivier
- Gundelfinger Eckart D.
- Gur Raquel E.
- Gur Ruben C.
- Gursoy Gamze
- Gutiérrez Blanca
- Gülöksüz Sinan
- Hahn Eric
- Hakonarson Hakon
- Hall Jeremy
- Hall Lynsey S.
- Hananto A. J.
- Haroutunian Vahram
- Hartmann Annette M.
- Harvey Carol
- Harwood Janet C.
- Hayward Caroline
- Henskens Frans A.
- Henuhili Supiyani
- Herms Stefan
- Hoffman Gabriel
- Hoffmann Per
- Holmans Peter A.
- Hong Kyung Sue
- Hoogenraad Casper
- Hougaard David M.
- Howrigan Daniel P.
- Huang Hailiang
- Huganir Richard L.
- Hultman Christina M.
- Hwu Hai-Gwo
- Hyde Thomas
- Hyman Steven E.
- Hyman Steven E.
- Ikeda Masashi
- Imig Cordelia
- Irmansyah Irmansyah
- Ismoyo Joni H.
- Iwata Nakao
- Iyegbe Conrad
- Iyegbe Conrad
- Jablensky Assen V.
- Jaffe Andrew
- Jahn Reinhard
- Jiang Shan
- Jiang Yan
- Joa Inge
- Julià Antonio
- Jung Hwajin
- Jönsson Erik G.
- Kaeser Pascal S.
- Kahn René
- Kahn René S.
- Kam-Thong Tony
- Kamatani Yoichiro
- Karachanak-Yankova Sena
- Kebir Oussama
- Kefi Amira
- Keller Matthew C.
- Kelly Brian J.
- Kendler Kenneth S.
- Kennedy James L.
- Khalimah Siti
- Khrunin Andrey
- Khusnutdinova Elza
- Kim Eunjoon
- Kim Minsoo
- Kim Sung-Wan
- Kim Yunjung
- Kirov George
- Kitchen Robert
- Klovins Janis
- Knowles James A.
- Knowles James A.
- Kondratiev Nikolay
- Konte Bettina
- Koopmans Frank
- Koopmans Frank
- Kraft Julia
- Krebs Marie-Odile
- Kreutz Michael R.
- Kubo Michiaki
- Kusumadewi Irmia
- Kusumaningrum Profitasari
- Kusumawardhani Agung
- Kuzelova-Ptackova Hana
- Kučinskas Vaidutis
- Kučinskiene Zita Ausrele
- Kähler Anna K.
- Lam Max
- Landi Stefano
- Laurent-Levinson Claudine
- Lawrie Stephen
- Lay Fides
- Lazzeroni Laura C.
- Lee Donghoon
- Lee Jimmy
- Lee Phil H.
- Legge Sophie E.
- Lehrer Douglas S.
- Lencer Rebecca
- Lencz Todd
- Lerer Bernard
- Levinson Douglas F.
- Lewis Cathryn
- Li Miaoxin
- Li Mingfeng
- Li Qingqin S.
- Li Zhiqiang
- Lieberman Jeffrey
- Light Gregory A.
- Limborska Svetlana
- Lin Kuang
- Linszen Don H.
- Lipstein Noa
- Liu Chih-Min
- Liu Chunyu
- Liu Jianjun
- Liu Shuang
- Loughland Carmel M.
- Lubinski Jan
- Lukman Petrin R.
- Luykx Jurjen J.
- Lynham Amy
- Lönnqvist Jouko
- Macek Milan
- MacGillavry Harold D.
- Mackinnon Andrew
- Magnusson Patrik K. E.
- Magnusson Sigurdur
- Maher Brion S.
- Maier Wolfgang
- Malaspina Dolores
- Malenka Robert
- Malhotra Anil K.
- Malhotra Dheeraj
- Mallet Jacques
- Marder Stephen R.
- Marini T. M.
- Marsal Sara
- Martin Alicia R.
- Martorell Lourdes
- Mata Ignacio
- Mattei Eugenio
- Mattheisen Manuel
- McCarley Robert W.
- McCarroll Steven A.
- McDonald Colm
- McGrath John J.
- McIntosh Andrew
- McIntosh Andrew
- McPherson Peter S.
- McQuillin Andrew
- Medeiros Helena
- Meier Sandra
- Melegh Bela
- Melle Ingrid
- Menezes Paulo R.
- Mesholam-Gately Raquelle I.
- Metspalu Andres
- Michie Patricia T.
- Milani Lili
- Milanova Vihra
- Mitjans Marina
- Molden Espen
- Molina Esther
- Molto María Dolores
- Mondelli Valeria
- Moran Jennifer L.
- Moreno Carmen
- Morgan Vera A.
- Morley Christopher P.
- Morris Derek W.
- Mors Ole
- Mortensen Preben B.
- Mowry Bryan J.
- Muntané Gerard
- Murphy Kieran C.
- Murray Robin M.
- Murray Robin M.
- Myin-Germeys Inez
- Müller-Myhsok Bertram
- Nasrun Martina W.
- Navarro Fabio
- Neale Benjamin M.
- Neil Amanda L.
- Nenadić Igor
- Nestadt Gerald
- Nikitina-Zake Liene
- Nimgaonkar Vishwajit
- Nordentoft Merete
- Noto Cristiano
- Nuechterlein Keith H.
- Nöthen Markus M.
- Oh Sang-Yun
- Olincy Ann
- Ophoff Roel A.
- Ophoff Roel A.
- Ota Vanessa Kiyomi
- Owen Michael J.
- O’Brien Niamh Louise
- O’Connor Vincent
- O’Donovan Michael C.
- O’Neill F. Anthony
- Paciga Sara A.
- Palotie Aarno
- Pan Xinghua
- Panagiotaropoulou Georgia
- Pantelis Christos
- Papadimitriou George N.
- Pardiñas Antonio F.
- Parellada Mara
- Pato Carlos N.
- Pato Michele T.
- Paunio Tiina
- Pellegrino Renata
- Periyasamy Sathish
- Perkins Diana O.
- Peters Mette A.
- Petryshen Tracey L.
- Pfuhlmann Bruno
- Pielot Rainer
- Pietiläinen Olli
- Pimm Jonathan
- Pinto Dalila
- Pirinen Matti
- Pochareddy Sirisha
- Pocklington Andrew J.
- Polioudakis Damon
- Porteous David
- Posthuma Danielle
- Powell John
- Powell John
- Prasetyawan Prasetyawan
- Pratt Henry
- Pulver Ann E.
- Purcaro Michael
- Purcell Shaun
- Qi Ting
- Qin Shengying
- Quattrone Diego
- Quested Digby
- Radant Allen D.
- Rampino Antonio
- Rapaport Mark H.
- Rautanen Anna
- Reddy Tim
- Reichenberg Abraham
- Reza Muhammad
- Rhie Suhn
- Richards Alexander L.
- Rietschel Marcella
- Riley Brien P.
- Ripke Stephan
- Rivera Margarita
- Roe Cheryl
- Roffman Joshua L.
- Roth Julian
- Rothermundt Matthias
- Roussos Panagiotis
- Roussos Panos
- Rozowsky Joel
- Rujescu Dan
- Rujescu Dan
- Rutten Bart P. F.
- Ryan Timothy A.
- Safyuni N. S.
- Sahasrabudhe Dnyanada
- Saka Meram C.
- Saker-Delye Safaa
- Sala Carlo
- Salomaa Veikko
- Sanders Alan R.
- Sanders Stephan
- Sanjuan Julio
- Santoro Marcos Leite
- Savitz Adam
- Schall Ulrich
- Schulze Thomas G.
- Schwab Sibylle G.
- Scott Rodney J.
- Seidman Larry J.
- Semen G.
- Serretti Alessandro
- Sestan Nenad
- Sethi Anurag
- Sham Pak C.
- Sham Pak C.
- Sharp Sally Isabel
- Sheng Morgan
- Shi Jianxin
- Shi Xu
- Shi Yongyong
- Shi Yongyong
- Shieh Annie
- Sidorenko Julia
- Siever Larry J.
- Sigurdsson Engilbert
- Silverman Jeremy M.
- Sim Kang
- Siste Kristiana
- Skarabis Nora
- Slominsky Petr
- Smalla Karl-Heinz
- Smit August B.
- Smoller Jordan W.
- So Hon-Cheong
- Sobell Janet L.
- St Clair David
- St Clair David
- Stahl Eli A.
- Stain Helen J.
- Steen Nils Eiel
- Stefansson Kari
- Stefánsson Hreinn
- Steixner-Kumar Agnes A.
- Stone William S.
- Straub Richard E.
- Streit Fabian
- Strengman Eric
- Stroup T. Scott
- Stögmann Elisabeth
- Subramaniam Mythily
- Sugar Catherine A.
- Sullivan Patrick F.
- Suvisaari Jaana
- Svrakic Dragan M.
- Swarup Vivek
- Swerdlow Neal R.
- Szatkiewicz Jin P.
- Szekely Anna
- Söderman Erik
- Südhof Thomas C.
- Ta Thi Minh Tam
- Takahashi Atsushi
- Terao Chikashi
- Thibaut Florence
- Thomas Paul D.
- Tobing Heriani
- Toncheva Draga
- Toonen Ruud F.
- Tooney Paul A.
- Torretta Silvia
- Tosato Sarah
- Trubetskoy Vassily
- Tsuang Debby W.
- Tsuang Ming T.
- Tura Gian Battista
- Turetsky Bruce I.
- Vaaler Arne
- van Amelsvoort Therese
- van Amelsvoort Therese
- van Bakel Harm
- van Os Jim
- van Os Jim
- van Os Jim
- van Weering Jan R. T.
- van Winkel Ruud
- van Winkel Ruud
- Vassos Evangelos
- Vawter Marquis P.
- Veijola Juha
- Verhage Matthijs
- Verhage Matthijs
- Verpelli Chiara
- Vilella Elisabet
- Visscher Peter M.
- Voloudakis Georgios
- Waddington John
- Walshe Muriel
- Walter Henrik
- Walters James T. R.
- Wang Daifeng
- Wang Shi-Heng
- Warrell Jonathan
- Watanabe Kyoko
- Waterreus Anna
- Webb Bradley T.
- Weinberger Daniel R.
- Weisbrod Matthias
- Weiser Mark
- Weissman Sherman
- Weng Zhiping
- Wenwen Qin
- Werge Thomas
- White Kevin
- Widiasih Natalia
- Wiguna Tjhin
- Wildenauer D. B.
- Wildenauer Dieter B.
- Williams Nigel M.
- Wiseman Jennifer
- Witt Heather
- Witt Stephanie H.
- Won Hyejung
- Wood Shannon
- Wormley Brandon K.
- Wray Naomi R.
- Wu Feinan
- Wu Jing Qin
- Wu Yang
- Wulandari D.
- Xu Shuhua
- Xu Xuming
- Xu Zhida
- Yang Jian
- Yao Lijing
- Yolken Robert
- Yu Xin
- Yue Weihua
- Yusnadewi Suzy
- Zai Clement C.
- Zandi Peter
- Zeng Jian
- Zhang Wen
- Zhou Wei
- Zhu Feng
- Zimprich Fritz
- Üçok Alp
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
Schizophrenia has a heritability of 60–80%1, much of which is attributable to common risk alleles. Here, in a two-stage genome-wide association study of up to 76,755 individuals with schizophrenia and 243,649 control individuals, we report common variant associations at 287 distinct genomic loci. Associations were concentrated in genes that are expressed in excitatory and inhibitory neurons of the central nervous system, but not in other tissues or cell types. Using fine-mapping and functional genomic data, we identify 120 genes (106 protein-coding) that are likely to underpin associations at some of these loci, including 16 genes with credible causal non-synonymous or untranslated region variation. We also implicate fundamental processes related to neuronal function, including synaptic organization, differentiation and transmission. Fine-mapped candidates were enriched for genes associated with rare disruptive coding variants in people with schizophrenia, including the glutamate receptor subunit GRIN2A and transcription factor SP4, and were also enriched for genes implicated by such variants in neurodevelopmental disorders. We identify biological processes relevant to schizophrenia pathophysiology; show convergence of common and rare variant associations in schizophrenia and neurodevelopmental disorders; and provide a resource of prioritized genes and variants to advance mechanistic studies
Mapping genomic loci implicates genes and synaptic biology in schizophrenia
- Author
- Aarno Palotie (41342)
- Abraham Reichenberg (111006)
- Adam Savitz (2816050)
- Agnes A Steixner-Kumar (12556900)
- Agung Kusumawardhani (12556765)
- Aiden Corvin (221286)
- Alan R Sanders (12557083)
- Alessandra Frustaci (627712)
- Alessandro Bertolino (252850)
- Alessandro Serretti (127197)
- Alessia Fiorentino (337442)
- Alexander L Richards (12556639)
- Alice Braun (12464946)
- Alicia R Martin (12556807)
- Allen D Radant (12556855)
- Alp Ucok (12556933)
- Amanda L Neil (11362707)
- Amy Lynham (12556798)
- Ana Gonzalez-Pinto (3555599)
- Anders D Borglum (12557008)
- Andreas Forstner (8440308)
- Andres Metspalu (61760)
- Andrew J Pocklington (12557104)
- Andrew Mackinnon (194271)
- Andrew McIntosh (83234)
- Andrew McQuillin (82209)
- Andrey Khrunin (264236)
- Angele Consoli (12556699)
- Anil K Malhotra (8536308)
- Ann E Pulver (12556987)
- Ann Olincy (521692)
- Anna Gareeva (12557023)
- Anna K Kahler (12556750)
- Anna Rautanen (246408)
- Anna Waterreus (499361)
- Annette M Hartmann (12556741)
- Antonio F Pardinas (12556618)
- Antonio Julia (7437728)
- Antonio Rampino (562822)
- Arne Vaaler (525065)
- Ary Gadelha (291025)
- Assen Jablensky (176467)
- Atsushi Takahashi (128295)
- Ayman H Fanous (12557020)
- Bart PF Rutten (10260760)
- Beben Benyamin (75571)
- Behrooz Z Alizadeh (12556651)
- Bela Melegh (3999857)
- Benedicto Crespo-Facorro (757227)
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- Blanca Gutierrez (560875)
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- Brian J Kelly (12556756)
- Brien P Riley (12557074)
- Brion S Maher (12556801)
- Bruce Turetsky (521701)
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- Carmen Moreno (76007)
- Carol Harvey (9410305)
- Caroline Hayward (149856)
- Catherine A Sugar (12556912)
- Celso Arango (2937681)
- Charles Curtis (4634179)
- Charlotte A Dennison (12556627)
- Cherrie Galletly (4444402)
- Cheryl Roe (12556861)
- Chia-Yen Chen (489003)
- Chih-Min Liu (173117)
- Chikashi Terao (137128)
- Christian Benner (775884)
- Christina M Hultman (12557032)
- Christopher P Morley (12556822)
- Christos Pantelis (272264)
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- Clement C Zai (3351386)
- Colm McDonald (12556813)
- Conrad Iyegbe (3129249)
- Cristiano Noto (519130)
- Dan Rujescu (109427)
- Daniel P Howrigan (12556747)
- Daniel R Weinberger (12557095)
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- David A Collier (12557017)
- David Braff (521682)
- David Castle (796181)
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- David Curtis (82224)
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- Derek W Morris (12557059)
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- Diego Quattrone (9960317)
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- Digby Quested (82223)
- Dimitris Dikeos (665137)
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- Dominique Campion (577036)
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- Douglas S Lehrer (12556780)
- Draga Toncheva (264197)
- Dragan M Svrakic (12556915)
- Eli A Stahl (12556999)
- Elisabet Vilella (526755)
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- Elizabeth G Atkinson (12556642)
- Elliot S Gershon (12556714)
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- Eric Hahn (507071)
- Eric Strengman (155445)
- Erik G Jonsson (12557038)
- Erik Soderman (12556894)
- Esben Agerbo (95553)
- Espen Molden (3902095)
- Esther Molina (12556816)
- Evangelos Vassos (231278)
- Evelyn J Bromet (9610685)
- F Anthony O'Neill (12556837)
- Fabian Streit (3720028)
- Faith Dickerson (453082)
- Farooq Amin (12556660)
- Feng Zhu (685)
- Florence Thibaut (6174902)
- Frank Dudbridge (102283)
- Frank Koopmans (1710484)
- Frans A Henskens (12556744)
- Franziska Degenhardt (429524)
- Fritz Zimprich (12362)
- Gary Donohoe (503643)
- George Kirov (61612)
- George N Papadimitriou (12556846)
- Georgia Panagiotaropoulou (12556621)
- Georgios Voloudakis (7324955)
- Gerald Nestadt (476496)
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- Gerome Breen (15025)
- Gian Battista Tura (12556930)
- Giulio Genovese (120795)
- Giuseppe Blasi (252857)
- Giuseppe Ducci (5956292)
- Gregory A Light (12556789)
- Hai-Gwo Hwu (173156)
- Hailiang Huang (211727)
- Hakon Hakonarson (102913)
- Hana Kuzelov A-Ptackova (12556768)
- Hannelore Ehrenreich (315807)
- Helen J Stain (12556897)
- Helena Medeiros (244197)
- Henrik Walter (370898)
- Hon-Cheong So (236119)
- Hreinn Stefansson (160840)
- Igor Nenadic (429529)
- Ina Giegling (127175)
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- Inge Joa (2657689)
- Ingrid Agartz (378654)
- Ingrid Melle (207704)
- Jaana Suvisaari (364516)
- Jacob Gratten (3300798)
- Jacqueline Goldstein (12556723)
- Jacques Mallet (15098)
- Jakob Grove (478984)
- James A Knowles (12557044)
- James L Kennedy (9605274)
- James TR Walters (12557116)
- Jan Lubinski (59925)
- Janet C Harwood (12556633)
- Janet L Sobell (12556891)
- Janis Klovins (76934)
- Javier Costas (232327)
- Javier Gonzalez Penas (12556726)
- Jeffrey Lieberman (12556786)
- Jennifer L Moran (12556975)
- Jeremy M Silverman (12556993)
- Jian Yang (12136)
- Jian Zeng (182624)
- Jianjun Liu (28194)
- Jianxin Shi (90453)
- Jim van Os (114336)
- Jimmy Lee (446122)
- Jin P Szatkiewicz (12556921)
- Jing Qin Wu (7874423)
- Johan G Eriksson (4683706)
- John J McGrath (8674098)
- John Powell (237327)
- John Waddington (2903360)
- Jonas Bybjerg-Grauholm (2614411)
- Jonathan Pimm (82214)
- Jordan W Smoller (12556996)
- Jorge A Cervilla (12557014)
- Josef Frank (378047)
- Joseph D Buxbaum (12557011)
- Joshua L Roffman (12556864)
- Jouko Lonnqvist (12556792)
- Jubao Duan (802555)
- Judit Bene (725901)
- Juha Veijola (150307)
- Julia Kraft (12464949)
- Julia Sidorenko (3694489)
- Julian Roth (8494662)
- Julien Bryois (596234)
- Julio Bobes (4247548)
- Julio Sanjuan (5367512)
- Jurjen J Luykx (8536323)
- Kang Sim (335914)
- Kari Stefansson (26484)
- Keith H Nuechterlein (12556831)
- Kenneth L Davis (12556702)
- Kenneth S Kendler (12557110)
- Kieran C Murphy (12556828)
- Kimberley D Chambert (12556690)
- Koksal Alptekin (12556654)
- Kyoko Watanabe (5459522)
- Kyung Sue Hong (8912684)
- Larry J Seidman (12556873)
- Larry J Siever (12556879)
- Laura C Lazzeroni (12556771)
- Lavinia Athanasiu (721820)
- Liene Nikitina-Zake (264225)
- Lieuwe de Haan (51668)
- Lili Milani (73375)
- Lourdes Fananas (12556708)
- Lourdes Martorell (7044902)
- Lynn E DeLisi (12556705)
- Lynsey S Hall (12556630)
- Madeline Alexander (12556648)
- Manuel Arrojo (423188)
- Manuel Mattheisen (170228)
- Mara Parellada (839497)
- Marcella Rietschel (128064)
- Marcos Leite Santoro (12556870)
- Margarita Rivera (12557077)
- Margot Albus (613068)
- Maria Dolores Molto (12556819)
- Maria Helena Azevedo (12556663)
- Mariam Al Eissa (12556645)
- Marianna Giannitelli (12556717)
- Marie-Odile Krebs (365386)
- Marina Mitjans (3161019)
- Mark Adams (26421)
- Mark H Rapaport (12556858)
- Mark J Daly (4951582)
- Mark Weiser (699679)
- Markus M Nothen (12557065)
- Marquis P Vawter (10275221)
- Marta Di Forti (3129243)
- Martin Begemann (5840690)
- Masashi Ikeda (162465)
- Massimo Gennarelli (239868)
- Matthew C Keller (12556753)
- Matthias Rothermundt (111333)
- Matthijs Verhage (67658)
- Matti Pirinen (415109)
- Max Lam (9721179)
- Menachem Fromer (5560)
- Meram C Saka (12557080)
- Merete Nordentoft (51499)
- Miaoxin Li (614827)
- Micha Gawlik (12557026)
- Michael C O'Donovan (12557119)
- Michael Davidson (699678)
- Michael F Green (12556729)
- Michael Gill (195307)
- Michael J Gandal (12556966)
- Michael J Owen (12557113)
- Michele T Pato (12556981)
- Michiaki Kubo (128298)
- Milan Macek (264249)
- Ming T Tsuang (12557092)
- Minh Tam Ta Thi (12556924)
- Minsoo Kim (171626)
- Monica E Calkins (12556684)
- Muhammad Ayub (582672)
- Murray J Cairns (7874447)
- Mythily Subramaniam (446121)
- Nakao Iwata (139930)
- Nancy G Buccola (12556954)
- Naomi R Wray (9279302)
- Neal R Swerdlow (12556918)
- Nelson B Freimer (12556711)
- Niamh Louise O'Brien (12556834)
- Nicholas J Bass (12556669)
- Nicholas J Bray (12556951)
- Nigel M Williams (12556939)
- Nikolay Kondratiev (12556759)
- Nils Eiel Steen (6094235)
- Nora Skarabis (12556885)
- Ole A Andreassen (5243117)
- Ole Mors (128054)
- Oleksandr Frei (6451931)
- Olivier Guillin (665136)
- Olli Pietilainen (5482613)
- Oussama Kebir (365383)
- Pablo Gejman (191172)
- Pak C Sham (12557089)
- Panos Roussos (318249)
- Paola Giusti-Rodriguez (3247965)
- Patricia T Michie (7874432)
- Patrick F Sullivan (8730545)
- Patrik KE Magnusson (3624236)
- Paul A Tooney (7874444)
- Paulo R Menezes (12557056)
- Per Hoffmann (429526)
- Peter A Holmans (12557101)
- Peter F Buckley (12556678)
- Peter M Visscher (12557107)
- Petr Slominsky (12556888)
- Phil H Lee (12556774)
- Preben B Mortensen (10806924)
- Qingqin S Li (12557053)
- Quirino Cordeiro (807336)
- Randy L Buckner (12556681)
- Raquel E Gur (12556735)
- Raquelle Mesholam-Gately (9598502)
- Raymond CK Chan (12556693)
- Rebecca Lencer (12556783)
- Renata Pellegrino (773084)
- Rene S Kahn (12557041)
- Richard A Belliveau (12556672)
- Richard Bruggeman (144361)
- Richard E Straub (12556906)
- Robert Freedman (521686)
- Robert W McCarley (12556810)
- Robert Yolken (104171)
- Robin M Murray (7955585)
- Rodney J Scott (5531030)
- Rodrigo Affonseca Bressan (7504037)
- Roel A Ophoff (8573757)
- Rolf Adolfsson (210493)
- Ruben C Gur (12556738)
- Ruud van Winkel (422356)
- Safaa Saker-Delye (12556867)
- Sally Isabel Sharp (12556876)
- Sandra Meier (573361)
- Sang-Yun Oh (12556840)
- Sara A Paciga (12557068)
- Sara Marsal (258049)
- Sarah E Bergen (12556675)
- Sarah Tosato (12556927)
- Sathish Periyasamy (478304)
- Sena Karachanak-Yankova (9416013)
- Shengying Qin (165450)
- Shi-Heng Wang (378857)
- Shuhua Xu (190024)
- Sibylle G Schwab (12557086)
- Sigurdur Magnusson (12556636)
- Silvia Torretta (716952)
- Silviu A Bacanu (12556666)
- Sinan Guloksuz (394950)
- Sintia Iole Belangero (12557005)
- Siow Ann Chong (8308434)
- Sophie E Legge (12556777)
- Srdjan Djurovic (170173)
- Srihari Gopal (2816062)
- Stanley Catts (12556687)
- Stefan Herms (429525)
- Stefano Bonassi (136975)
- Stefano Landi (511647)
- Stephan Ripke (156076)
- Stephanie Godard (12556720)
- Stephanie H Witt (12556942)
- Stephen Faraone (6158600)
- Stephen J Glatt (12557029)
- Stephen R Marder (12556804)
- Steven A McCarroll (12556972)
- Steven E Hyman (12557035)
- Sung-Wan Kim (112587)
- Sven Cichon (170294)
- Svetlana Limborska (264231)
- Swapnil Awasthi (11788712)
- T Scott Stroup (12556909)
- Therese van Amelsvoort (348773)
- Thomas D Als (12556657)
- Thomas G Schulze (12556990)
- Thomas Werge (170258)
- Tian Ge (369096)
- Tiffany A Greenwood (12556732)
- Tiina Paunio (130281)
- Tim B Bigdeli (12556624)
- Timothy Dinan (3930755)
- Ting Qi (537915)
- Todd Lencz (52220)
- Tonu Esko (3310785)
- Tony Kam-Thong (647240)
- Tracey L Petryshen (12556984)
- Ulrich Schall (581039)
- Vahram Haroutunian (23823)
- Vaidutis Kucinskas (3415886)
- Valentina Escott-Price (577023)
- Valeria Mondelli (3129255)
- Vanessa Kiyomi Ota (12556843)
- Vassily Trubetskoy (12556615)
- Vaughan J Carr (6060533)
- Veikko Salomaa (62543)
- Vera A Morgan (7040525)
- Vera Golimbet (5890595)
- Vihra Milanova (12045332)
- Vishwajit Nimgaonkar (116849)
- Volker Arolt (161757)
- Wei Cheng (52808)
- Wei J Chen (12556960)
- Wei Zhou (24328)
- Weihua Yue (102491)
- Wen Zhang (7555)
- Wiepke Cahn (155467)
- William F Byerley (12556957)
- William S Stone (7352516)
- Wolfgang Maier (128051)
- Xin Yu (124814)
- Yang Wu (66682)
- Yoichiro Kamatani (140517)
- Yongyong Shi (102679)
- Zhida Xu (2023525)
- Zhiqiang Li (102723)
- Zita Ausrele Kucinskiene (12556762)
- Publication venue
- Publication date
- 08/04/2022
- Field of study
Schizophrenia has a heritability of 60-80%1, much of which is attributable to common risk alleles. Here, in a two-stage genome-wide association study of up to 76,755 individuals with schizophrenia and 243,649 control individuals, we report common variant associations at 287 distinct genomic loci. Associations were concentrated in genes that are expressed in excitatory and inhibitory neurons of the central nervous system, but not in other tissues or cell types. Using fine-mapping and functional genomic data, we identify 120 genes (106 protein-coding) that are likely to underpin associations at some of these loci, including 16 genes with credible causal non-synonymous or untranslated region variation. We also implicate fundamental processes related to neuronal function, including synaptic organization, differentiation and transmission. Fine-mapped candidates were enriched for genes associated with rare disruptive coding variants in people with schizophrenia, including the glutamate receptor subunit GRIN2A and transcription factor SP4, and were also enriched for genes implicated by such variants in neurodevelopmental disorders. We identify biological processes relevant to schizophrenia pathophysiology; show convergence of common and rare variant associations in schizophrenia and neurodevelopmental disorders; and provide a resource of prioritized genes and variants to advance mechanistic studies
Mapping genomic loci implicates genes and synaptic biology in schizophrenia
- Author
- A-Ptackova Hana Kuzelov
- Adams Mark
- Adolfsson Rolf
- Agartz Ingrid
- Agerbo Esben
- Al Eissa Mariam
- Albus Margot
- Alexander Madeline
- Alizadeh Behrooz Z.
- Alptekin Koksal
- Als Thomas D.
- Amin Farooq
- Andreassen Ole A.
- Arango Celso
- Arolt Volker
- Arrojo Manuel
- Athanasiu Lavinia
- Atkinson Elizabeth G.
- Awasthi Swapnil
- Ayub Muhammad
- Azevedo Maria Helena
- Bacanu Silviu A.
- Bass Nicholas J.
- Baune Bernhard T.
- Begemann Martin
- Belangero Sintia Iole
- Belliveau Richard A.
- Bene Judit
- Benner Christian
- Benyamin Beben
- Bergen Sarah E.
- Bertolino Alessandro
- Bigdeli Tim B.
- Black Donald W.
- Blasi Giuseppe
- Bobes Julio
- Bonassi Stefano
- Borglum Anders D.
- Braff David
- Bramon Elvira
- Braun Alice
- Bray Nicholas J.
- Breen Gerome
- Bressan Rodrigo Affonseca
- Bromet Evelyn J.
- Bruggeman Richard
- Bryois Julien
- Buccola Nancy G.
- Buckley Peter F.
- Buckner Randy L.
- Buxbaum Joseph D.
- Bybjerg-Grauholm Jonas
- Byerley William F.
- Cahn Wiepke
- Cairns Murray J.
- Calkins Monica E.
- Campion Dominique
- Carr Vaughan J.
- Castle David
- Catts Stanley, V
- Cervilla Jorge A.
- Chambert Kimberley D.
- Chan Raymond C. K.
- Chaumette Boris
- Chen Chia-Yen
- Chen Wei J.
- Cheng Wei
- Cheung Eric F. C.
- Chong Siow Ann
- Cichon Sven
- Cloninger C. Robert
- Cohen David
- Collier David A.
- Consoli Angele
- Cordeiro Quirino
- Corvin Aiden
- Costas Javier
- Crespo-Facorro Benedicto
- Curtis Charles
- Curtis David
- Daly Mark J.
- Davidson Michael
- Davis Kenneth L.
- de Haan Lieuwe
- Degenhardt Franziska
- DeLisi Lynn E.
- Demontis Ditte
- Dennison Charlotte A.
- Di Forti Marta
- Dickerson Faith
- Dikeos Dimitris
- Dinan Timothy
- Djurovic Srdjan
- Domenici Enrico
- Donohoe Gary
- Duan Jubao
- Ducci Giuseppe
- Dudbridge Frank
- Ehrenreich Hannelore
- Eriksson Johan G.
- Escott-Price Valentina
- Esko Tonu
- Fananas Lourdes
- Fanous Ayman H.
- Faraone Stephen, V
- Fiorentino Alessia
- Forstner Andreas
- Frank Josef
- Freedman Robert
- Frei Oleksandr
- Freimer Nelson B.
- Fromer Menachem
- Frustaci Alessandra
- Gadelha Ary
- Galletly Cherrie
- Gandal Michael J.
- Gareeva Anna
- Gawlik Micha
- Ge Tian
- Gejman Pablo, V
- Gennarelli Massimo
- Genovese Giulio
- Gershon Elliot S.
- Giannitelli Marianna
- Giegling Ina
- Gill Michael
- Giusti-Rodriguez Paola
- Glatt Stephen J.
- Godard Stephanie
- Goldstein Jacqueline, I
- Golimbet Vera
- Gonzalez-Pinto Ana
- Gopal Srihari
- Gratten Jacob
- Green Michael F.
- Greenwood Tiffany A.
- Grove Jakob
- Guillin Olivier
- Guloksuz Sinan
- Gur Raquel E.
- Gur Ruben C.
- Gutierrez Blanca
- Hahn Eric
- Hakonarson Hakon
- Hall Lynsey S.
- Haroutunian Vahram
- Hartmann Annette M.
- Harvey Carol
- Harwood Janet C.
- Hayward Caroline
- Henskens Frans A.
- Herms Stefan
- Hoffmann Per
- Holmans Peter A.
- Hong Kyung Sue
- Hougaard David M.
- Howrigan Daniel P.
- Huang Hailiang
- Hultman Christina M.
- Hwu Hai-Gwo
- Hyman Steven E.
- Ikeda Masashi
- Iwata Nakao
- Iyegbe Conrad
- Jablensky Assen, V
- Joa Inge
- Jonsson Erik G.
- Julia Antonio
- Kahler Anna K.
- Kahn Rene S.
- Kam-Thong Tony
- Kamatani Yoichiro
- Karachanak-Yankova Sena
- Kebir Oussama
- Keller Matthew C.
- Kelly Brian J.
- Kendler Kenneth S.
- Kennedy James L.
- Khrunin Andrey
- Khusnutdinova Elza
- Kim Minsoo
- Kim Sung-Wan
- Kirov George
- Klovins Janis
- Knowles James A.
- Kondratiev Nikolay
- Konte Bettina
- Koopmans Frank
- Kraft Julia
- Krebs Marie-Odile
- Kubo Michiaki
- Kucinskas Vaidutis
- Kucinskiene Zita Ausrele
- Kusumawardhani Agung
- Lam Max
- Landi Stefano
- Laurent-Levinson Claudine
- Lazzeroni Laura C.
- Lee Jimmy
- Lee Phil H.
- Legge Sophie E.
- Lehrer Douglas S.
- Lencer Rebecca
- Lencz Todd
- Lerer Bernard
- Levinson Douglas F.
- Li Miaoxin
- Li Qingqin S.
- Li Zhiqiang
- Lieberman Jeffrey
- Light Gregory A.
- Limborska Svetlana
- Liu Chih-Min
- Liu Jianjun
- Lonnqvist Jouko
- Loughland Carmel M.
- Lubinski Jan
- Luykx Jurjen J.
- Lynham Amy
- Macek Milan, Jr.
- Mackinnon Andrew
- Magnusson Patrik K. E.
- Magnusson Sigurdur
- Maher Brion S.
- Maier Wolfgang
- Malaspina Dolores
- Malhotra Anil K.
- Malhotra Dheeraj
- Mallet Jacques
- Marder Stephen R.
- Marsal Sara
- Martin Alicia R.
- Martorell Lourdes
- Mattheisen Manuel
- McCarley Robert W.
- McCarroll Steven A.
- McDonald Colm
- McGrath John J.
- McIntosh Andrew
- McQuillin Andrew
- Medeiros Helena
- Meier Sandra
- Melegh Bela
- Melle Ingrid
- Menezes Paulo R.
- Mesholam-Gately Raquelle, I
- Metspalu Andres
- Michie Patricia T.
- Milani Lili
- Milanova Vihra
- Mitjans Marina
- Molden Espen
- Molina Esther
- Molto Maria Dolores
- Mondelli Valeria
- Moran Jennifer L.
- Moreno Carmen
- Morgan Vera A.
- Morley Christopher P.
- Morris Derek W.
- Mors Ole
- Mortensen Preben B.
- Mowry Bryan J.
- Muller-Myhsok Bertram
- Muntane Gerard
- Murphy Kieran C.
- Murray Robin M.
- Myin-Germeys Inez
- Neale Benjamin M.
- Neil Amanda L.
- Nenadic Igor
- Nestadt Gerald
- Nikitina-Zake Liene
- Nimgaonkar Vishwajit
- Nordentoft Merete
- Nothen Markus M.
- Noto Cristiano
- Nuechterlein Keith H.
- O'Brien Niamh Louise
- O'Donovan Michael C.
- O'Neill F. Anthony
- Oh Sang-Yun
- Olincy Ann
- Ophoff Roel A.
- Ota Vanessa Kiyomi
- Owen Michael J.
- Paciga Sara A.
- Palotie Aarno
- Panagiotaropoulou Georgia
- Pantelis Christos
- Papadimitriou George N.
- Pardinas Antonio F.
- Parellada Mara
- Pato Carlos N.
- Pato Michele T.
- Paunio Tiina
- Pellegrino Renata
- Penas Javier Gonzalez
- Periyasamy Sathish
- Perkins Diana O.
- Petryshen Tracey L.
- Pfuhlmann Bruno
- Pietilainen Olli
- Pimm Jonathan
- Pirinen Matti
- Pocklington Andrew J.
- Porteous David
- Posthuma Danielle
- Powell John
- Pulver Ann E.
- Qi Ting
- Qin Shengying
- Quattrone Diego
- Quested Digby
- Radant Allen D.
- Rampino Antonio
- Rapaport Mark H.
- Rautanen Anna
- Reichenberg Abraham
- Richards Alexander L.
- Rietschel Marcella
- Riley Brien P.
- Ripke Stephan
- Rivera Margarita
- Roe Cheryl
- Roffman Joshua L.
- Roth Julian
- Rothermundt Matthias
- Roussos Panos
- Rujescu Dan
- Rutten Bart P. F.
- Saka Meram C.
- Saker-Delye Safaa
- Salomaa Veikko
- Sanders Alan R.
- Sanjuan Julio
- Santoro Marcos Leite
- Savitz Adam
- Schall Ulrich
- Schulze Thomas G.
- Schwab Sibylle G.
- Scott Rodney J.
- Seidman Larry J.
- Serretti Alessandro
- Sham Pak C.
- Sharp Sally Isabel
- Shi Jianxin
- Shi Yongyong
- Sidorenko Julia
- Siever Larry J.
- Sigurdsson Engilbert
- Silverman Jeremy M.
- Sim Kang
- Skarabis Nora
- Slominsky Petr
- Smoller Jordan W.
- So Hon-Cheong
- Sobell Janet L.
- Soderman Erik
- St Clair David
- Stahl Eli A.
- Stain Helen J.
- Steen Nils Eiel
- Stefansson Hreinn
- Stefansson Kari
- Steixner-Kumar Agnes A.
- Stogmann Elisabeth
- Stone William S.
- Straub Richard E.
- Streit Fabian
- Strengman Eric
- Stroup T. Scott
- Subramaniam Mythily
- Sugar Catherine A.
- Sullivan Patrick F.
- Suvisaari Jaana
- Svrakic Dragan M.
- Swerdlow Neal R.
- Szatkiewicz Jin P.
- Takahashi Atsushi
- Terao Chikashi
- Thi Minh Tam Ta
- Thibaut Florence
- Toncheva Draga
- Tooney Paul A.
- Torretta Silvia
- Tosato Sarah
- Trubetskoy Vassily
- Tsuang Debby W.
- Tsuang Ming T.
- Tura Gian Battista
- Turetsky Bruce, I
- Ucok Alp
- Vaaler Arne
- van Amelsvoort Therese
- van Os Jim
- van Winkel Ruud
- Vassos Evangelos
- Vawter Marquis P.
- Veijola Juha
- Verhage Matthijs
- Vilella Elisabet
- Visscher Peter M.
- Voloudakis Georgios
- Waddington John
- Walter Henrik
- Walters James T. R.
- Wang Shi-Heng
- Watanabe Kyoko
- Waterreus Anna
- Webb Bradley T.
- Weinberger Daniel R.
- Weiser Mark
- Werge Thomas
- Wildenauer Dieter B.
- Williams Nigel M.
- Witt Stephanie H.
- Wormley Brandon K.
- Wray Naomi R.
- Wu Jing Qin
- Wu Yang
- Xu Shuhua
- Xu Zhida
- Yang Jian
- Yolken Robert
- Yu Xin
- Yue Weihua
- Zai Clement C.
- Zeng Jian
- Zhang Wen
- Zhou Wei
- Zhu Feng
- Zimprich Fritz
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- Field of study
DUNE Offline Computing Conceptual Design Report
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Adriano Cris
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Akbar Faiza
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andrade Aldana Diego
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Anicézio Campanelli Wallison Luiz
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala-Torres Marco Alberto
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back J.J.
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker G.J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria
- Bazo Alba José Luis
- Beacom J.F.
- Bechetoille Edouard
- Behera Biswaranjan
- Belchior Ewerton
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Benjamin Douglas
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
- Bezerra Anibal
- Bezerra Thiago
- Bhambure Jay
- Bhardwaj Akhil
- Bhatnagar Vipin
- Bhattacharjee Maharnab
- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
- Biassoni Matteo
- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bisignani Valeria
- Bitadze Alexander
- Blake Andrew
- Blaszczyk F.D.
- Blazey Gerald
- Blend Dylan
- Blucher Edward
- Bobyshev Andrey
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
- Bonilla-Diaz Cesar
- Bonini Filiberto
- Booth Alexander
- Boran Fatma
- Bordoni Stefania
- Borkum Aran
- Bostan Nilay
- Bour Petr
- Boyden Daniel
- Bracinik Juraj
- Braga Davide
- Brailsford Dominic
- Branca Antonio
- Brandt Andrew
- Bremer Johan
- Brew Christopher
- Brice Stephen
- Brizzolari Claudia
- Bromberg Carl
- Brooke Jim
- Bross Alan
- Brunetti Giulia
- Brunetti Maria
- Buchanan Norman
- Budd Howard
- Buergi Jonas
- Caceres Vera Gian
- Cagnoli Irene
- Cai Tejin
- Caiulo Davide
- Calabrese Roberto
- Calafiura Paolo
- Calcutt Jacob
- Calin Marius
- Calivers Livio
- Calvez Steven
- Calvo Enrique
- Caminata Alessio
- Caratelli David
- Carber Daniel
- Carceller J.C.
- Carini Gabriella
- Carlus Bruno
- Carneiro Mateus
- Carniti Paolo
- Caro Terrazas Ivan
- Carranza Hector
- Carrara Nicholas
- Carroll Lauren
- Carroll Thomas
- Castaño Forero Javier
- Castillo Andrés
- Catano-Mur Erika
- Cattadori Carla
- Cavalier Fabien
- Cavallaro Giuseppe
- Cavanna Flavio
- Centro Sandro
- Cerati Giuseppe
- Cervelli Alberto
- Cervera Villanueva Anselmo
- Chakraborty Kaustav
- Chalifour Michel
- Chappell Andrew
- Chardonnet Etienne
- Charitonidis Nikolas
- Chatterjee Animesh
- Chattopadhyay Subhasish
- Chen Hucheng
- Chen Mu-Chun
- Chen Yifan
- Chen Zheyang
- Chen-Wishart Zachary
- Cheon Yoolim
- Cherdack Daniel
- Chi Cheng-Yi
- Childress Sam
- Chirco Robert
- Chiriacescu Ana
- Chitirasreemadam Namitha
- Cho Kihyeon
- Choate Sarah
- Chokheli David
- Chong P.S.
- Chowdhury Barnali
- Christensen Anne
- Christian David
- Christodoulou Georgios
- Chukanov Artem
- Chung Moses
- Church Eric
- Cicero Valentina
- Clarke Peter
- Cline Gordon
- Coan Thomas
- Cocco Alfredo
- Coelho Joao
- Collot Johann
- Conley Erin
- Conrad Janet M.
- Convery Mark
- Copello Simone
- Cova Paolo
- Cremaldi Lucien
- Cremonesi Linda
- Crespo-Anadón J.I.
- Crisler Michael
- Cristaldo Esteban
- Crnkovic Jason
- Cross Ryan
- Cudd Andrew
- Cuesta Clara
- Cui Yanou
- Cussans David
- da Motta Helio
- da Silva Peres Leonardo
- Dalager Olivia
- Dallavalle Ricardo
- Dar Zubair
- David Claire
- David Quentin
- Davies Gavin
- Davini Stefano
- Dawson Jaime
- de Bonis Isabelle
- de Gouvea Andre
- de Holanda Pedro
- de Icaza Astiz I.L.
- de Jong Paul
- de la Torre Andres
- de Leo Veronica
- de Lurgio Patrick
- de Mello Neto J.R.
- de Roeck Albert
- de Romeri Valentina
- de Souza Greg
- De Kaushik
- De Shruti
- Debbins Paul
- Decowski M. Patrick
- Deisting Alexander
- Delbart Alain
- Delepine David
- Delgado Maritza
- Dell'Acqua Andrea
- Delmonte Nicola
- Demar Philip
- Demuth David
- Dennis Steve
- Densham Chris
- Deptuch Grzegorz
- Detje J.P.
- Devi Ritu
- Dharmapalan Ranjan
- Di Capua Francesco
- Di Domenico Antonio
- Di Domizio Sergio
- Di Giulio Letizia
- Di Noto Lea
- Dias Marco
- Diaz Jorge S.
- Ding Pengfei
- Distefano Carla
- Diurba Richard
- Diwan Milind
- Djurcic Zelimir
- Doering Dionisio
- Dolan Stephen
- Dolek Furkan
- Dolinski Michelle J.
- Domine Laura
- Donati Simone
- Donon Yann
- Doran Steven
- Douglas Daniel
- Dragone Angelo
- Drielsma Francois
- Duarte Laura Cristina
- Duchesneau Dominique
- Duffy Kirsty
- Dugas Katherine
- Dunne Patrick
- Dutta Bhaskar
- Duyang Hongyue
- Dvornikov Olexiy
- Dwyer Daniel A.
- Dyshkant Alexandre S.
- Díaz Felix
- Eads Michael
- Earle Antony
- Edmunds Daniel
- Eisch Jonathan
- Emberger Lorenz
- Englezos Panagiotis
- Ereditato Antonio
- Erjavec Tyler
- Escobar Carlos O.
- Evans Justin
- Ewart Erin
- Ezeribe Anthony
- Fahey Kevin
- Fajt Lukas
- Falcone Andrea
- Fani Mattia
- Farnese Christian
- Farzan Yasaman
- Fedoseev Dmitry
- Felix Julian
- Feng Yue
- Fernandez-Martinez Enrique
- Ferraro Federico
- Fields Laura
- Filip Peter
- Filkins Amy
- Filthaut Frank
- Fine Robert
- Fiorillo Giuliana
- Fiorini Massimiliano
- Fischer Vincent
- Fitzpatrick R.S.
- Flanagan Will
- Fleming Bonnie
- Flight Robert
- Fogarty Sam
- Foreman Will
- Fowler Jack
- Franc Jiri
- Franco Domenico
- Freeman John
- Freestone Julian
- Fried Jack
- Friedland Alex
- Fuess Stu
- Furic I.K.
- Furman Krzysztof
- Furmanski Andrew
- Gabrielli Alessandro
- Gago A.M.
- Gallagher Hugh
- Gallas Alexandre
- Gallego-Ros Ana
- Gallice Niccolo
- Galymov Vyacheslav
- Gamberini Enrico
- Gamble Trevor
- Ganacim Francisco
- Gandhi Raj
- Ganguly Sudeshna
- Gao Fan
- Gao Shanshan
- Garcia-Gamez Diego
- García-Peris Miguel
- Gardiner Steven
- Gastler Dan
- Gauch Anja
- Gauvreau Jean-Luc
- Gauzzi Paolo
- Ge Guanqun
- Geffroy Nicolas
- Gelli Bruno
- Gendotti Adamo
- Gent Stephen
- Ghorbani-Moghaddam Zahra
- Giammaria Paola
- Giammaria Tommaso
- Giangiacomi Nico
- Gibin Daniele
- Gil-Botella Ines
- Gilligan Sean
- Gioiosa Antonio
- Girerd Claude
- Giri Anjan Kumar
- Gnani Dario
- Gogota Olga
- Gold Michael
- Gollapinni Sowjanya
- Gollwitzer Keith
- Gomes Ricardo
- Gomez Bermeo Laura Vanessa
- Gomez Fajardo L.S.
- Gonnella Francesco
- Gonzalez-Diaz Diego
- Gonzalez-Lopez Manuel
- Goodman Maury
- Goodwin Owen
- Goswami Srubabati
- Gotti Claudio
- Goudzovski Evgueni
- Grace Carl
- Gran Rik
- Granados Everardo
- Granger Pierre
- Grant Christopher
- Gratieri Diego
- Green Patrick
- Greenberg Stephen
- Greenler Leland
- Greer Joel
- Grenard Jean-Louis
- Griffith Clark
- Groetschla Florian
- Groh Micah
- Grzelak Katarzyna
- Gu Wenqiang
- Guardincerri Elena
- Guarino Victor
- Guarise Marco
- Guenette Roxanne
- Guerard Eric
- Guerzoni Marco
- Guffanti Daniele
- Guglielmi Alberto
- Guo Bing
- Gupta Aseem
- Gupta Vikas
- Guthikonda K.K.
- Guzowski Pawel
- Guzzo Marcelo
- Gwon Sunwoo
- Ha Chang Hyon
- Haaf Kevin
- Habig Alec
- Hadavand Haleh
- Haenni Roger
- Hagaman Lee
- Hahn Alan
- Haiston James
- Hamacher-Baumann Philip
- Hamernik Thomas
- Hamilton Philip
- Han Jiyeon
- Harris Deborah
- Hartnell Jeffrey
- Hartnett Trevor
- Harton John
- Hasegawa Takyua
- Hasnip Ciaran
- Hatcher Robert
- Hatfield Kaleb
- Hatzikoutelis Athanasios
- Hayes Christopher
- Hayrapetyan Karen
- Hays Jonathan
- Hazen Eric
- He Muyuan
- Heavey Anne
- Heeger Karsten
- Heise Jaret
- Henry Sarah
- Hernandez Morquecho Miguel Angel
- Herner Kenneth
- Hewes V.
- Hilgenberg Christopher
- Hill Tony
- Hillier Stephen
- Himmel Alexander
- Hinkle Elise
- Hirsch Luciana
- Hoff James
- Holin Anna
- Hoppe Eric
- Horton-Smith Glenn
- Hostert Matheus
- Hourlier Adrien
- Howard Bruce
- Howell Ryan
- Hoyos Barrios Jaime
- Hristova Ivana
- Hronek Maxine
- Huang Junying
- Huang Roger
- Hulcher Zachary
- Iles Gregory
- Ilic Nikolina
- Iliescu Antoniu
- Illingworth Robert
- Ingratta Gianfranco
- Ioannisian Ara
- Irwin Burke
- Isenhower Larry
- Ismerio Oliveira Marcelo
- Itay Ran
- Jackson Christopher
- Jain Vivek
- James Eric
- Jang Wooyoung
- Jargowsky Benjamin
- Jediny Filip
- Jena Deepika
- Jeong Yu Seon
- Jesús-Valls César
- Ji Xiangpan
- Jiang Junjie
- Jiang Libo
- Jipa Alexandru
- Jo Jay Hyun
- Joaquim Filipe
- Johnson Walker
- Jones Benjamin
- Jones Rhiannon
- Jovancevic Nikola
- Judah Matthew
- Jung Chang Kee
- Junk Thomas
- Jwa Yeon-Jae
- Kabirnezhad Monireh
- Kaboth Asher
- Kadenko Igor
- Kakorin Igor
- Kalitkina Anastasia
- Kalra Daisy
- Kamer Koseyan Ohannes
- Kamiya Felipe
- Kaplan Daniel
- Karagiorgi Georgia
- Karaman Gurkan
- Karcher Armin
- Karyotakis Yannis
- Kasai Seiji
- Kasetti S.P.
- Kashur Lane
- Katsioulas Ioannis
- Kazaryan Narine
- Kearns Edward
- Keener Paul
- Kelly Kevin
- Kemp Ernesto
- Kemularia Otari
- Ketchum Wes
- Kettell Steve
- Khabibullin Marat
- Khotjantsev Alexei
- Khvedelidze Arsen
- Kim Doojin
- King Bonnie
- Kirby Brian
- Kirby Mike
- Klein Joshua
- Kleykamp Jeffrey
- Klustova Anezka
- Kobilarcik Thomas
- Koehler Kevin
- Koerner L.W.
- Koh D.H.
- Kohn Sam
- Koller Patrick
- Kolupaeva Liudmila
- Korablev Denis
- Kordosky Mike
- Kosc Thomas
- Kose Umut
- Kostelecky V. Alan
- Kothekar Kunal
- Kotler Ian
- Kozhukalov Vladimir
- Kralik Robert
- Kreczko Luke
- Krennrich Frank
- Kreslo Igor
- Kropp William
- Kroupova Tereza
- Kudenko Yury
- Kudryavtsev Vitaly
- Kuhlmann Stephen
- Kulagin Sergey
- Kumar Jason
- Kumar Praveen
- Kunze Pablo
- Kuravi Ramachandra
- Kurita Nadine
- Kuruppu Chatura
- Kus Vaclav
- Kutter Thomas
- Kvasnicka Jiri
- Kwak Donghyun
- Lambert Andrew
- Land Benjamin
- Lane Charles
- Lang Karol
- Langford Thomas
- Langstaff Mark
- Lanni Francesco
- Lantwin Oliver
- Larkin Jacob
- Lasorak Pierre
- Last David
- Laundrie Andy
- Laurenti Giuliano
- Lawrence Andrew
- Laycock Paul
- Lazanu Ionel
- Lazzaroni Massimo
- Le Trung
- Leardini Sara
- Learned John
- Lebrun Patrice
- Lecompte Thomas
- Lee Claire
- Lee Zachary
- Legin Vladyslav
- Lehmann Miotto Giovanna
- Lehnert Ralf
- Leigui de Oliveira M.A.
- Leitner Matthaeus
- Lepin L.M.
- Li Shirley W.
- Li Yichen
- Liao Heng-Ye
- Lin Cheng-Ju Stephen
- Lin Shih-Kai
- Lineros Roberto
- Ling Jiajie
- Lister Adam
- Littlejohn Bryce
- Liu Junze
- Liu Yinrui
- Lockwitz Sarah
- Loew Timothy
- Lokajicek Milos
- Lomidze Irakli
- Long Ken
- Lord Tom
- Losecco John M.
- Louis William
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- Pozzato Michele
- Prakash Suprabh
- Prakash Tarun
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- Prest Michela
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- Pugnere Denis
- Qian Xin
- Raaf Jennifer L.
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- Radev Radi
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- Ramirez Delgado Manuel Alejandro
- Ramson Bryan
- Rappoldi A.
- Raselli G.L.
- Ratoff Peter
- Raut Sanil
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- Rea E.M.
- Real Jean-Sebastien
- Rebel Brian
- Rechenmacher Ronald
- Reggiani-Guzzo Marina
- Reichenbacher Juergen
- Reitzner S.D.
- Rejeb Sfar Haifa
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- Steklain Lisbôa André
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- Strigari Louis
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- Tanaka Hirohisa
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- Tapper Alexander
- Tariq Salman
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- Tatar E.
- Tayloe Rex
- Teklu Abraham Meles
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- Thea Alessandro
- Thompson Adrian
- Thorn Craig
- Timm Steven C.
- Tishchenko Vladimir
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- Tsai Yun-Tse
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- Tsang Ka Vang
- Tsverava Nikolozi
- Tufanli Serhan
- Tull Craig
- Turner Jessica
- Tyler Jennifer
- Tyley E.
- Tzanov Martin
- Uboldi Lorenzo
- Uchida Melissa
- Urheim Jon
- Usher Tracy
- Utaegbulam Hilary
- Uzunyan Sergey
- Vagins M.R.
- Vahle Patricia
- Valder Sammy
- Valdiviesso Gustavo
- Valencia Edgar
- Valentim Rodolfo
- Vallari Zoya
- Vallazza Erik
- Valle J.W.
- Vallecorsa Sofia
- van Berg Rick
- van de Water Richard
- Vanegas Forero David
- Vannerom David
- Varanini Filippo
- Vargas Oliva Danaisis
- Varner Gary
- Vasina Svetlana
- Vaughan Noah
- Vaziri Kamran
- Vega Juan
- Ventura Sandro
- Verdugo Antonio
- Vergani Stefano
- Vermeulen M.A.
- Verzocchi Marco
- Vicenzi Matteo
- Vieira de Souza Henrique
- Vignoli Chiara
- Vilela Cristovao
- Viren Brett
- Vrba Tomas
- Vuong Quynh
- Wachala Tomasz
- Wagner Alexander
- Waldron Abigail
- Wallbank Michael
- Walton Tammy
- Wang Hanguo
- Wang Jingbo
- Wang L.
- Wang Michael
- Wang Xiaoran
- Wang Y.
- Wang Y.
- Warburton Karl
- Warner David
- Wascko Morgan
- Waters David
- Watson Alan
- Wawrowska Klaudia
- Weatherly Pierce
- Weber Alfons
- Weber Michele
- Wei Hanyu
- Weinstein Amanda
- Wenman Dan
- Wetstein Matthew
- Whilhelmi James
- White A.
- White A.
- White Brandon
- White Stephen
- Whitehead Leigh
- Whittington Denver
- Wilking Michael
- Wilkinson Alexander
- Wilkinson Callum
- Williams Zachary
- Wilson Fergus
- Wilson Robert
- Wisniewski William
- Wolcott Jeremy
- Wolfs Jean
- Wongjirad Taritree
- Wood Anthony
- Wood Kevin
- Worcester Elizabeth
- Worcester Matthew
- Wospakrik Marianette
- Wresilo Karolina
- Wret Clarence
- Wu Shaowei
- Wu Wanwei
- Wu Wenjie
- Xiao Yiwen
- Xiotidis Ioannis
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu B.
- Yu H.
- Yu H.
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zimmerman E.D.
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 10/11/2022
- Field of study
International audienceThis document describes Offline Software and Computing for the Deep Underground Neutrino Experiment (DUNE) experiment, in particular, the conceptual design of the offline computing needed to accomplish its physics goals. Our emphasis in this document is the development of the computing infrastructure needed to acquire, catalog, reconstruct, simulate and analyze the data from the DUNE experiment and its prototypes. In this effort, we concentrate on developing the tools and systems thatfacilitate the development and deployment of advanced algorithms. Rather than prescribing particular algorithms, our goal is to provide resources that are flexible and accessible enough to support creative software solutions as HEP computing evolves and to provide computing that achieves the physics goals of the DUNE experiment
DUNE Offline Computing Conceptual Design Report
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Adriano Cris
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Akbar Faiza
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andrade Aldana Diego
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Anicézio Campanelli Wallison Luiz
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala-Torres Marco Alberto
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back J.J.
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker G.J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria
- Bazo Alba José Luis
- Beacom J.F.
- Bechetoille Edouard
- Behera Biswaranjan
- Belchior Ewerton
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Benjamin Douglas
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
- Bezerra Anibal
- Bezerra Thiago
- Bhambure Jay
- Bhardwaj Akhil
- Bhatnagar Vipin
- Bhattacharjee Maharnab
- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
- Biassoni Matteo
- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bisignani Valeria
- Bitadze Alexander
- Blake Andrew
- Blaszczyk F.D.
- Blazey Gerald
- Blend Dylan
- Blucher Edward
- Bobyshev Andrey
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
- Bonilla-Diaz Cesar
- Bonini Filiberto
- Booth Alexander
- Boran Fatma
- Bordoni Stefania
- Borkum Aran
- Bostan Nilay
- Bour Petr
- Boyden Daniel
- Bracinik Juraj
- Braga Davide
- Brailsford Dominic
- Branca Antonio
- Brandt Andrew
- Bremer Johan
- Brew Christopher
- Brice Stephen
- Brizzolari Claudia
- Bromberg Carl
- Brooke Jim
- Bross Alan
- Brunetti Giulia
- Brunetti Maria
- Buchanan Norman
- Budd Howard
- Buergi Jonas
- Caceres Vera Gian
- Cagnoli Irene
- Cai Tejin
- Caiulo Davide
- Calabrese Roberto
- Calafiura Paolo
- Calcutt Jacob
- Calin Marius
- Calivers Livio
- Calvez Steven
- Calvo Enrique
- Caminata Alessio
- Caratelli David
- Carber Daniel
- Carceller J.C.
- Carini Gabriella
- Carlus Bruno
- Carneiro Mateus
- Carniti Paolo
- Caro Terrazas Ivan
- Carranza Hector
- Carrara Nicholas
- Carroll Lauren
- Carroll Thomas
- Castaño Forero Javier
- Castillo Andrés
- Catano-Mur Erika
- Cattadori Carla
- Cavalier Fabien
- Cavallaro Giuseppe
- Cavanna Flavio
- Centro Sandro
- Cerati Giuseppe
- Cervelli Alberto
- Cervera Villanueva Anselmo
- Chakraborty Kaustav
- Chalifour Michel
- Chappell Andrew
- Chardonnet Etienne
- Charitonidis Nikolas
- Chatterjee Animesh
- Chattopadhyay Subhasish
- Chen Hucheng
- Chen Mu-Chun
- Chen Yifan
- Chen Zheyang
- Chen-Wishart Zachary
- Cheon Yoolim
- Cherdack Daniel
- Chi Cheng-Yi
- Childress Sam
- Chirco Robert
- Chiriacescu Ana
- Chitirasreemadam Namitha
- Cho Kihyeon
- Choate Sarah
- Chokheli David
- Chong P.S.
- Chowdhury Barnali
- Christensen Anne
- Christian David
- Christodoulou Georgios
- Chukanov Artem
- Chung Moses
- Church Eric
- Cicero Valentina
- Clarke Peter
- Cline Gordon
- Coan Thomas
- Cocco Alfredo
- Coelho Joao
- Collot Johann
- Conley Erin
- Conrad Janet M.
- Convery Mark
- Copello Simone
- Cova Paolo
- Cremaldi Lucien
- Cremonesi Linda
- Crespo-Anadón J.I.
- Crisler Michael
- Cristaldo Esteban
- Crnkovic Jason
- Cross Ryan
- Cudd Andrew
- Cuesta Clara
- Cui Yanou
- Cussans David
- da Motta Helio
- da Silva Peres Leonardo
- Dalager Olivia
- Dallavalle Ricardo
- Dar Zubair
- David Claire
- David Quentin
- Davies Gavin
- Davini Stefano
- Dawson Jaime
- de Bonis Isabelle
- de Gouvea Andre
- de Holanda Pedro
- de Icaza Astiz I.L.
- de Jong Paul
- de la Torre Andres
- de Leo Veronica
- de Lurgio Patrick
- de Mello Neto J.R.
- de Roeck Albert
- de Romeri Valentina
- de Souza Greg
- De Kaushik
- De Shruti
- Debbins Paul
- Decowski M. Patrick
- Deisting Alexander
- Delbart Alain
- Delepine David
- Delgado Maritza
- Dell'Acqua Andrea
- Delmonte Nicola
- Demar Philip
- Demuth David
- Dennis Steve
- Densham Chris
- Deptuch Grzegorz
- Detje J.P.
- Devi Ritu
- Dharmapalan Ranjan
- Di Capua Francesco
- Di Domenico Antonio
- Di Domizio Sergio
- Di Giulio Letizia
- Di Noto Lea
- Dias Marco
- Diaz Jorge S.
- Ding Pengfei
- Distefano Carla
- Diurba Richard
- Diwan Milind
- Djurcic Zelimir
- Doering Dionisio
- Dolan Stephen
- Dolek Furkan
- Dolinski Michelle J.
- Domine Laura
- Donati Simone
- Donon Yann
- Doran Steven
- Douglas Daniel
- Dragone Angelo
- Drielsma Francois
- Duarte Laura Cristina
- Duchesneau Dominique
- Duffy Kirsty
- Dugas Katherine
- Dunne Patrick
- Dutta Bhaskar
- Duyang Hongyue
- Dvornikov Olexiy
- Dwyer Daniel A.
- Dyshkant Alexandre S.
- Díaz Felix
- Eads Michael
- Earle Antony
- Edmunds Daniel
- Eisch Jonathan
- Emberger Lorenz
- Englezos Panagiotis
- Ereditato Antonio
- Erjavec Tyler
- Escobar Carlos O.
- Evans Justin
- Ewart Erin
- Ezeribe Anthony
- Fahey Kevin
- Fajt Lukas
- Falcone Andrea
- Fani Mattia
- Farnese Christian
- Farzan Yasaman
- Fedoseev Dmitry
- Felix Julian
- Feng Yue
- Fernandez-Martinez Enrique
- Ferraro Federico
- Fields Laura
- Filip Peter
- Filkins Amy
- Filthaut Frank
- Fine Robert
- Fiorillo Giuliana
- Fiorini Massimiliano
- Fischer Vincent
- Fitzpatrick R.S.
- Flanagan Will
- Fleming Bonnie
- Flight Robert
- Fogarty Sam
- Foreman Will
- Fowler Jack
- Franc Jiri
- Franco Domenico
- Freeman John
- Freestone Julian
- Fried Jack
- Friedland Alex
- Fuess Stu
- Furic I.K.
- Furman Krzysztof
- Furmanski Andrew
- Gabrielli Alessandro
- Gago A.M.
- Gallagher Hugh
- Gallas Alexandre
- Gallego-Ros Ana
- Gallice Niccolo
- Galymov Vyacheslav
- Gamberini Enrico
- Gamble Trevor
- Ganacim Francisco
- Gandhi Raj
- Ganguly Sudeshna
- Gao Fan
- Gao Shanshan
- Garcia-Gamez Diego
- García-Peris Miguel
- Gardiner Steven
- Gastler Dan
- Gauch Anja
- Gauvreau Jean-Luc
- Gauzzi Paolo
- Ge Guanqun
- Geffroy Nicolas
- Gelli Bruno
- Gendotti Adamo
- Gent Stephen
- Ghorbani-Moghaddam Zahra
- Giammaria Paola
- Giammaria Tommaso
- Giangiacomi Nico
- Gibin Daniele
- Gil-Botella Ines
- Gilligan Sean
- Gioiosa Antonio
- Girerd Claude
- Giri Anjan Kumar
- Gnani Dario
- Gogota Olga
- Gold Michael
- Gollapinni Sowjanya
- Gollwitzer Keith
- Gomes Ricardo
- Gomez Bermeo Laura Vanessa
- Gomez Fajardo L.S.
- Gonnella Francesco
- Gonzalez-Diaz Diego
- Gonzalez-Lopez Manuel
- Goodman Maury
- Goodwin Owen
- Goswami Srubabati
- Gotti Claudio
- Goudzovski Evgueni
- Grace Carl
- Gran Rik
- Granados Everardo
- Granger Pierre
- Grant Christopher
- Gratieri Diego
- Green Patrick
- Greenberg Stephen
- Greenler Leland
- Greer Joel
- Grenard Jean-Louis
- Griffith Clark
- Groetschla Florian
- Groh Micah
- Grzelak Katarzyna
- Gu Wenqiang
- Guardincerri Elena
- Guarino Victor
- Guarise Marco
- Guenette Roxanne
- Guerard Eric
- Guerzoni Marco
- Guffanti Daniele
- Guglielmi Alberto
- Guo Bing
- Gupta Aseem
- Gupta Vikas
- Guthikonda K.K.
- Guzowski Pawel
- Guzzo Marcelo
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- Tufanli Serhan
- Tull Craig
- Turner Jessica
- Tyler Jennifer
- Tyley E.
- Tzanov Martin
- Uboldi Lorenzo
- Uchida Melissa
- Urheim Jon
- Usher Tracy
- Utaegbulam Hilary
- Uzunyan Sergey
- Vagins M.R.
- Vahle Patricia
- Valder Sammy
- Valdiviesso Gustavo
- Valencia Edgar
- Valentim Rodolfo
- Vallari Zoya
- Vallazza Erik
- Valle J.W.
- Vallecorsa Sofia
- van Berg Rick
- van de Water Richard
- Vanegas Forero David
- Vannerom David
- Varanini Filippo
- Vargas Oliva Danaisis
- Varner Gary
- Vasina Svetlana
- Vaughan Noah
- Vaziri Kamran
- Vega Juan
- Ventura Sandro
- Verdugo Antonio
- Vergani Stefano
- Vermeulen M.A.
- Verzocchi Marco
- Vicenzi Matteo
- Vieira de Souza Henrique
- Vignoli Chiara
- Vilela Cristovao
- Viren Brett
- Vrba Tomas
- Vuong Quynh
- Wachala Tomasz
- Wagner Alexander
- Waldron Abigail
- Wallbank Michael
- Walton Tammy
- Wang Hanguo
- Wang Jingbo
- Wang L.
- Wang Michael
- Wang Xiaoran
- Wang Y.
- Wang Y.
- Warburton Karl
- Warner David
- Wascko Morgan
- Waters David
- Watson Alan
- Wawrowska Klaudia
- Weatherly Pierce
- Weber Alfons
- Weber Michele
- Wei Hanyu
- Weinstein Amanda
- Wenman Dan
- Wetstein Matthew
- Whilhelmi James
- White A.
- White A.
- White Brandon
- White Stephen
- Whitehead Leigh
- Whittington Denver
- Wilking Michael
- Wilkinson Alexander
- Wilkinson Callum
- Williams Zachary
- Wilson Fergus
- Wilson Robert
- Wisniewski William
- Wolcott Jeremy
- Wolfs Jean
- Wongjirad Taritree
- Wood Anthony
- Wood Kevin
- Worcester Elizabeth
- Worcester Matthew
- Wospakrik Marianette
- Wresilo Karolina
- Wret Clarence
- Wu Shaowei
- Wu Wanwei
- Wu Wenjie
- Xiao Yiwen
- Xiotidis Ioannis
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu B.
- Yu H.
- Yu H.
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zimmerman E.D.
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 10/11/2022
- Field of study
This document describes Offline Software and Computing for the Deep Underground Neutrino Experiment (DUNE) experiment, in particular, the conceptual design of the offline computing needed to accomplish its physics goals. Our emphasis in this document is the development of the computing infrastructure needed to acquire, catalog, reconstruct, simulate and analyze the data from the DUNE experiment and its prototypes. In this effort, we concentrate on developing the tools and systems thatfacilitate the development and deployment of advanced algorithms. Rather than prescribing particular algorithms, our goal is to provide resources that are flexible and accessible enough to support creative software solutions as HEP computing evolves and to provide computing that achieves the physics goals of the DUNE experiment
Highly-parallelized simulation of a pixelated LArTPC on a GPU
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Adriano Cris
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Akbar Faiza
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andrade Aldana Diego
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Anicézio Campanelli Wallison Luiz
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Ashkenazi Adi
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala-Torres Marco Alberto
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back John
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baldini Wander
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barham Alzás Pablo
- Barker Gary
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria
- Bazo Alba José Luis
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Belchior Ewerton
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Benjamin Douglas
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
- Bezerra Anibal
- Bezerra Thiago
- Bhambure Jay
- Bhardwaj Akhil
- Bhatnagar Vipin
- Bhattacharjee Maharnab
- Bhattacharya Meghna
- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
- Biassoni Matteo
- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bisignani Valeria
- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor
- Blazey Gerald
- Blend Dylan
- Blucher Edward
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
- Bonilla-Diaz Cesar
- Bonini Filiberto
- Booth Alexander
- Boran Fatma
- Bordoni Stefania
- Borkum Aran
- Bostan Nilay
- Bour Petr
- Boyden Daniel
- Bracinik Juraj
- Braga Davide
- Brailsford Dominic
- Branca Antonio
- Brandt Andrew
- Bravo-Moreno Marina
- Bremer Johan
- Brew Christopher
- Brice Stephen
- Brizzolari Claudia
- Bromberg Carl
- Brooke Jim
- Bross Alan
- Brunetti Giulia
- Brunetti Maria
- Buchanan Norman
- Budd Howard
- Buergi Jonas
- Caceres Vera Gian
- Cagnoli Irene
- Cai Tejin
- Caiulo Davide
- Calabrese Roberto
- Calafiura Paolo
- Calcutt Jacob
- Calin Marius
- Calivers Livio
- Calvez Steven
- Calvo Enrique
- Caminata Alessio
- Caratelli David
- Carber Daniel
- Carceller Juan
- Carini Gabriella
- Carlus Bruno
- Carneiro Mateus
- Carniti Paolo
- Caro Terrazas Ivan
- Carranza Hector
- Carrara Nicholas
- Carroll Lauren
- Carroll Thomas
- Carter Alex
- Castaño Forero Javier
- Castillo Andrés
- Catano-Mur Erika
- Cattadori Carla
- Cavalier Fabien
- Cavallaro Giuseppe
- Cavanna Flavio
- Centro Sandro
- Cerati Giuseppe
- Cervelli Alberto
- Cervera Villanueva Anselmo
- Chakraborty Kaustav
- Chalifour Michel
- Chappell Andrew
- Chardonnet Etienne
- Charitonidis Nikolas
- Chatterjee Animesh
- Chattopadhyay Subhasish
- Chen Hucheng
- Chen Mu-Chun
- Chen Yifan
- Chen Zheyang
- Chen-Wishart Zachary
- Cheon Yoolim
- Cherdack Daniel
- Chi Cheng-Yi
- Childress Sam
- Chirco Robert
- Chiriacescu Ana
- Chitirasreemadam Namitha
- Cho Kihyeon
- Choate Sarah
- Chokheli David
- Chong Pooi
- Chowdhury Barnali
- Christensen Anne
- Christian David
- Christodoulou Georgios
- Chukanov Artem
- Chung Moses
- Church Eric
- Cicero Valentina
- Clapa Daniel
- Clarke Peter
- Cline Gordon
- Coan Thomas
- Cocco Alfredo
- Coelho Joao
- Cohen Ariel
- Collot Johann
- Conley Erin
- Conrad Janet M.
- Convery Mark
- Copello Simone
- Cova Paolo
- Cox Callum
- Cremaldi Lucien
- Cremonesi Linda
- Crespo-Anadón José
- Crisler Michael
- Cristaldo Esteban
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- Xiotidis Ioannis
- Yaeggy Barbara
- Yahlali Nadia
- Yandel Erin
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- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
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- Yu Jae
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- Yuan Wenlong
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- Zalesak Jaroslav
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- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 19/12/2022
- Field of study
The rapid development of general-purpose computing on graphics processing units (GPGPU) is allowing the implementation of highly-parallelized Monte Carlo simulation chains for particle physics experiments. This technique is particularly suitable for the simulation of a pixelated charge readout for time projection chambers, given the large number of channels that this technology employs. Here we present the first implementation of a full microphysical simulator of a liquid argon time projection chamber (LArTPC) equipped with light readout and pixelated charge readout, developed for the DUNE Near Detector. The software is implemented with an end-to-end set of GPU-optimized algorithms. The algorithms have been written in Python and translated into CUDA kernels using Numba, a just-in-time compiler for a subset of Python and NumPy instructions. The GPU implementation achieves a speed up of four orders of magnitude compared with the equivalent CPU version. The simulation of the current induced on 103 pixels takes around 1 ms on the GPU, compared with approximately 10 s on the CPU. The results of the simulation are compared against data from a pixel-readout LArTPC prototype