40 research outputs found
Analysis of attitude toward retirement and withdrawal from work behavior of self-employed
- Author
- Publication venue
- Iowa State University Digital Repository
- Publication date
- 01/01/1965
- Field of study
Retrospective evaluation of whole exome and genome mutation calls in 746 cancer samples
- Author
- A Gordon Robertson
- Abdullah Kahraman
- Abel Gonzalez-Perez
- Adam A Margolin
- Adam Abeshouse
- Adam Grundhoff
- Adam J Struck
- Adam J Struck
- Adam J Wright
- Adam Lambert
- Adam P Butler
- Adam P Butler
- Adel El-Naggar
- Adnan M Nagrial
- Adrian Ally
- Adrian Baez-Ortega
- Adrian Thorogood
- Adriana Salcedo
- Adrienne M Flanagan
- Ake Borg
- Akihiro Fujimoto
- Akihiro Suzuki
- Akinyemi I Ojesina
- Alain Viari
- Alan J Robertson
- Alan P Hoyle
- Alan Thompson
- Alasdair Stenhouse
- Alastair M Thompson
- Aldo Scarpa
- Alessandro Pastore
- Alex Buchanan
- Alex Buchanan
- Alexander Claviez
- Alexander J Lazar
- Alexander Martinez-Fundichely
- Alfonso Muñoz
- Alfonso Valencia
- Aliaksei Z Holik
- Alice Meng
- Alicia L Bruzos
- Allison Creason
- Allison P Heath
- Alvin Wei Tian Ng
- Alvis Brazma
- Amaro Taylor-Weiner
- Amber L Johns
- Amie Radenbaugh
- Amit G Deshwar
- Ana Dueso-Barroso
- Ana Mijalkovic Mijalkovic-Lazic
- Ana Milovanovic
- Ana Milovanovic
- Andre Kahles
- Andrea Haake
- Andrea Holbrook
- Andrea L Richardson
- Andrea Mafficini
- Andrea Ruzzenente
- Andreas Behren
- Andreas Rosenwald
- Andreia V Pinho
- Andrew Berchuck
- Andrew D Cherniack
- Andrew J Dunford
- Andrew J Mungall
- Andrew J Spillane
- Andrew Menzies
- Andrew Menzies
- Andrew P Barbour
- Andrew Tutt
- Andrew V Biankin
- Andrey Korshunov
- Andrés Lanzós
- Andy Cafferkey
- Andy G Lynch
- Angela Chou
- Angela N Brooks
- Angela Tam
- Angelica Ochoa
- Angelika N Christ
- Angelo P Dei Tos
- Anieta M Sieuwerts
- Anil K Sood
- Anita Langerød
- Anja Füllgrabe
- Anke K Bergmann
- Ann-Marie Patch
- Anna deFazio
- Anna Ehinger
- Anna Fitzgerald
- Anne Hamilton
- Anne Vincent-Salomon
- Anne Y Warren
- Anne-Lise Børresen-Dale
- Annegien Broeks
- Anthony DiBiase
- Anthony J Gill
- Anthony Ng
- Anthony R Green
- Antonia L Pritchard
- Antonio Pea
- Antonios Koures
- Aparna Prasad
- Apurva M Hegde
- Aquila Fatima
- Arcadi Navarro
- Arie B Brinkman
- Arif O Harmanci
- Arindam Maitra
- Armando Lopez-Guillermo
- Arndt Borkhardt
- Arnoud Boot
- Asger Hobolth
- Ashley Williams
- Ashton A Connor
- Atul J Butte
- Aurélien Chateigner
- Austin J Hepperla
- Axel Aretz
- Aya Sasaki-Oku
- Ayellet V Segre
- B F Francis Ouellette
- Bailey Matthew H
- Barbara Hutter
- Barbara Hutter
- Barbara Kremeyer
- Bartha M Knoppers
- Beifang Niu
- Beifang Niu
- Beifang Niu
- Benedikt Brors
- Benita Kiat Tee Tan
- Benjamin J Raphael
- Benjamin P Berman
- Benjamin Raeder
- Bernardo Rodriguez-Martin
- Bernhard Radlwimmer
- Bernice H Wong
- Beth Karlan
- Bin Tean Teh
- Bin Zhu
- Birgit Burkhardt
- Bishoy M Faltas
- Bodil Bjerkehagen
- Bogdan Czerniak
- Boris Winterhoff
- Borislav C Rusev
- Bradly G Wouters
- Brandi N Davis-Dusenbery
- Brian Craft
- Brian D O'Connor
- Brian Patrick O'Neill
- Brice Aminou
- Calvin Wing Yiu Chan
- Cameron M Soulette
- Carl Herrmann
- Carl Morrison
- Carlo Gambacorti-Passerini
- Carlos Caldas
- Carlos D Bustamante
- Carlos López-Otín
- Carlota Rubio-Perez
- Carmen Gomez
- Carolien H M van Deurzen
- Carolyn M Hutter
- Carolyn M Hutter
- Carrie Cibulskis
- Caterina Vicentini
- Catherine A Shang
- Catherine D Moser
- Catherine J Kennedy
- Catrina C Fronick
- Chad J Creighton
- Chandra Sekhar Pedamallu
- Chang Li
- Charles David Imbusch
- Charles M Perou
- Charles Saller
- Charles Short
- Charlie E Massie
- Chawalit Pairojkul
- Chen Hong
- Chen Ye
- Cheng-Zhong Zhang
- Chin-Lee Wu
- Chip Stewart
- Chip Stewart
- Chip Stewart
- Choon Kiat Ong
- Chris Lawerenz
- Chris Mitchell
- Chris Sander
- Christian von Mering
- Christiane Buchholz
- Christina K Yung
- Christina K Yung
- Christina Yau
- Christine A Iacobuzio-Donahue
- Christine Chomienne
- Christine Desmedt
- Christine P'ng
- Christof von Kalle
- Christoph Borst
- Christoph Plass
- Christopher A Miller
- Christopher Benz
- Christopher J Scarlett
- Christopher J Yoon
- Christopher K Wong
- Christopher M Lalansingh
- Christopher M Lalansingh
- Christopher Ogden
- Christopher S Foster
- Christopher Umbricht
- Christopher W Toon
- Christos Sotiriou
- Cindy Bell
- Cinzia Cantù
- Ciyue Shen
- Claes Wadelius
- Clare Verrill
- Clarissa Gerhauser
- Claudia Calabrese
- Claudio Bassi
- Claudio Luchini
- Claudiu Farcas
- Clemency Jolly
- Colin A Purdie
- Colin A Semple
- Colin C Collins
- Colin S Cooper
- Conrad R Leonard
- Constance H Li
- Corbin D Jones
- Craig Shriver
- Cristina López
- Cyriac Kandoth
- Cyril Fisher
- D Neil Hayes
- Dai-Ying Wu
- Daiming Fan
- Daisuke Komura
- Dale W Garsed
- Daniel A Leongamornlert
- Daniel Baumhoer
- Daniel Hübschmann
- Daniel J Turner
- Daniel J Weisenberger
- Daniel M Berney
- Daniel Rosebrock
- Daniel S Brewer
- Daniela S Gerhard
- Danielle Pasternack
- Darell Bigner
- Dariush Etemadmoghadam
- Darlene Lee
- Darrin F Taylor
- Dave Larson
- David A Wheeler
- David A Wheeler
- David C Wedge
- David Craft
- David D L Bowtell
- David E Neal
- David Haan
- David Haussler
- David Haussler
- David Hedley
- David Huntsman
- David I Heiman
- David J Adams
- David J Van Den Berg
- David K Chang
- David K Miller
- David Khoo
- David Mutch
- David N Louis
- David Nicol
- David Ocana
- David R Jones
- David R Jones
- David Scott
- David T Bowen
- David T W Jones
- David Tamborero
- David Torrents
- David Torrents
- David Townend
- David Vicente
- Davide Antonello
- Declan Cahill
- Denis Larsimont
- Denis Yuen
- Denise Brooks
- Deniz Demircioğlu
- Dennis C Sgroi
- Dennis Karsch
- Dennis T Maglinte
- Dennis Wigle
- Derek W Wright
- Dianne E Chadwick
- Dido Lenze
- Dieter Kube
- Dieter Weichenhan
- Dilip D Giri
- Dimitri Livitz
- Dimitri Livitz
- Dimple Chakravarty
- Ding
- Dirk Schadendorf
- Dmitry A Gordenin
- Dominik Glodzik
- Don Chalmers
- Dong Guanlan
- Dongbing Liu
- Donghoon Lee
- Donghui Tan
- Donna M Muzny
- Dorthe Grabau
- Douglas A Levine
- Douglas F Easton
- Douglas Voet
- Duncan Beardsmore
- Dursi Lewis Jonathan
- Edward W Rowe
- Eigo Shimizu
- Ekta Khurana
- Elaine R Mardis
- Electron Kebebew
- Elena Piñeiro-Yáñez
- Elena Provenzano
- Elias Campo
- Elisabet Barrera
- Elisabetta Sereni
- Elizabeth A Musgrove
- Elizabeth L Appelbaum
- Elizabeth L Christie
- Elli Papaemmanuil
- Ellrott Kyle
- Emilie Lalonde
- Eoghan Harrington
- Eric Chuah
- Eric Green
- Eric Lander
- Eric Minwei Liu
- Eric Z Ma
- Eric Z Ma
- Erik Garrison
- Erik Larsson
- Erik Mayer
- Erik N Bergstrom
- Erin Curley
- Ermin Hodzic
- Erwin G Van Meir
- Esa Pitkänen
- Esther Rheinbay
- Esther Rheinbay
- Eun Pyo Hong
- Eunjung Alice Lee
- Eva G Alvarez
- Eva Hellstrom-Lindberg
- Ewan Birney
- F Germán Rodríguez-González
- Fabien C Lamaze
- Fabien Calvo
- Fabio C P Navarro
- Faiyaz Notta
- Fan Yang
- Fan Zhang
- Faraz Hach
- Faraz Hach
- Faridah Mbabaali
- Fatima Al-Shahrour
- Federico Abascal
- Fei-Fei Liu
- Felicity Newell
- Fenglin Liu
- Fernanda Amary
- Ferran Muiños
- Florian Markowetz
- Fouad Yousif
- Francesc Muyas
- Francesco Favero
- Francisco M De La Vega
- Francisco Sanchez-Vega
- Fraser R Duthie
- Fred Sweep
- Freddie C Hamdy
- Fruzsina Molnár-Gábor
- Fumie Hosoda
- G Petur Nielsen
- G Steven Bova
- Gad Getz
- Gad Getz
- Gad Getz
- Gaetan MacGrogan
- Gaetano Finocchiaro
- Gary D Bader
- Gavin Ha
- Gavin W Wilson
- Genta Nagae
- Geoff Macintyre
- George B Hanna
- George L Mihaiescu
- Georgia Escaramis
- Georgina V Long
- Gerd Nettekoven
- German M Demidov
- German Ott
- Gerrit K Hooijer
- Gerstein Mark B
- Gert G Van den Eynden
- Getz Gad
- Ghislaine Scelo
- Giada Bonizzato
- Giampaolo Tortora
- Gilles Romieu
- Gilles Thomas
- Giovanni Marchegiani
- Gisela Mir Arnau
- Giuseppe Malleo
- Gloria M Petersen
- Gordon B Mills
- Gordon B Mills
- Gordon Saksena
- Gordon Saksena
- Gordon Saksena
- Grace Tiao
- Grace Tiao
- Graham J Mann
- Grant Sanders
- Gu Kong
- Guanming Wu
- Guido Reifenberger
- Guido Sauter
- Guillaume Bourque
- Gulietta M Pupo
- Gun Ho Jang
- Gunes Gundem
- Gunnar Rätsch
- Gurnit Atwal
- Hailei Zhang
- Haiyan Irene Li
- Han Liang
- Hana Susak
- Hans Binder
- Hans Lehrach
- Hans-Jörg Warnatz
- Hardeep K Nahal-Bose
- Hark Kyun Kim
- HarshaVardhan Doddapaneni
- Hartmut Juhl
- Harvey Pass
- Hayley C Whitaker
- Hayley J Luxton
- Hazel Burke
- Heather K Schmidt
- Heather Thorne
- Hee Jin Lee
- Heidi J Sofia
- Heidi Sofia
- Helen Davies
- Helena Kilpinen
- Helene Kretzmer
- Heng Xiong
- Henk G Stunnenberg
- Henrik Hornshøj
- Henry Lee-Six
- Hideki Ohdan
- Hidenori Ojima
- Hidewaki Nakagawa
- Hikmat Al-Ahmadie
- Hilda A Pickett
- Hirofumi Rokutan
- Hirokazu Taniguchi
- Hiroki Yamaue
- Hiroko Tanaka
- Hiromi Nakamura
- Hiroshi Aikata
- Hiroto Katoh
- Hiroyuki Aburatani
- Hitoshi Katai
- Hitoshi Nakagama
- Hojabr Kakavand
- Holger Sültmann
- Holmfridur Hilmarsdottir
- Hong Su
- Hong Xue
- Hong Xue
- Hongtu Zhu
- Hongwei Zhang
- Hongxin Zhang
- Hsiao-Wei Chen
- Huanming Yang
- Hugh Barr
- Hui Shen
- Husen M Umer
- Huy Q Dinh
- Hyung-Lae Kim
- Hyung-Lae Kim
- Hyung-Yong Kim
- Hyunghwan Kim
- Ian J Davis
- Ian Welch
- Ignacio Vázquez-García
- Ignaty Leshchiner
- Ignaty Leshchiner
- Ignaty Leshchiner
- Iker Reyes-Salazar
- Ilinca Lungu
- Ilse Rooman
- Ilya Shmulevich
- Iman Sarrafi
- Iman Sarrafi
- Ina Felau
- Ioana Cutcutache
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- Irinel Popescu
- Iris Pauporté
- Iris Selander
- Isabelle Treilleux
- Isidro Cortés-Ciriano
- Ivan Borozan
- Ivana Cataldo
- Ivica Letunic
- Ivica Letunic
- Ivo Buchhalter
- Ivo Buchhalter
- Ivo G Gut
- Ivo G Gut
- Ivon Harliwong
- Izar Villasante
- Iñigo Martincorena
- J Lynn Fink
- J Robert O'Neill
- J Todd Auman
- Jaclyn Smith
- Jacqueline Boultwood
- Jacqueline E Schein
- Jaegil Kim
- Jake June-Koo Lee
- Jakob Skou Pedersen
- Jakob Skou Pedersen
- James E Haber
- James G Kench
- James Gossage
- James S Wilmott
- Jan Komorowski
- Jan O Korbel
- Janae V Simons
- Jane E Brock
- Janet S Graham
- Janet S Rader
- Jared T Simpson
- Jared T Simpson
- Jason Huse
- Jaswinder S Samra
- Javier Bartolome
- Javier Bartolomé Rodriguez
- Javier Temes
- Jean C Zenklusen
- Jean Y Yang
- Jean-Rémi Trotta
- Jeffrey A Wintersinger
- Jeffrey Boyd
- Jeffrey E Gershenwald
- Jeffrey Marks
- Jeffrey Roach
- Jenna Eagles
- Jennifer L Jennings
- Jeong-Yeon Lee
- Jeremiah A Wala
- Jeremiah A Wala
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- Jesper Lagergren
- Jessica I Hoell
- Jessica K Miller
- Ji Wan Park
- Jia Liu
- Jian Wang
- Jianhong Hu
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- Jianmin Wu
- Jiashan Zhang
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- Jiayin Wang
- Jieming Chen
- Jihoon Kim
- Jill Barnholtz-Sloan
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- Jingchun Zhu
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- Joachim Weischenfeldt
- Joan Frigola
- Joana Carlevaro-Fita
- Jocelyne Jacquemier
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- Johan Staaf
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- Johanna Bertl
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- Johannes Werner
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- Jon W Teague
- Jonas Demeulemeester
- Jonathan Barenboim
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- Jonathan D Kay
- Jonathan Göke
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- Jonathan Hinton
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- Jonathan Spring
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- Jongsun Jung
- Jongsun Jung
- Jongwhi H Hong
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- Jordi Deu-Pons
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- Jos Jonkers
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- Josep L L Gelpi
- Josep L L Gelpi
- Joshua Armenia
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- Joshua M Stuart
- Joshy George
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- Joy C Jayaseelan
- Juergen Eils
- Juhee Lee
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- Julia Markowski
- Julia Richter
- Julian M Hess
- Julian M Hess
- Julian M Hess
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- Justin P Whalley
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- K Vijay Raghavan
- Kadir C Akdemir
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- Kai Ye
- Kai Ye
- Kaixian Yu
- Kami Chiotti
- Kamna Ramakrishnan
- Kaoru Nakano
- Karen McCune
- Karen Mungall
- Karen Smith-McCune
- Karin A Oien
- Karin S Kassahn
- Karine Jegalian
- Karolina Czajka
- Karsten Rippe
- Katalin Karaszi
- Katarzyna O Sikora
- Katayoon Kasaian
- Katayoon Kasaian
- Katherine A Hoadley
- Kathleen H Burns
- Kathleen Marchal
- Kathryn Alsop
- Katia Nones
- Kazuaki Chayama
- Kazuhiro Maejima
- Kazuhiro Ohi
- Ke Yuan
- Keiran M Raine
- Keiran M Raine
- Keith A Boroevich
- Kelso Sean
- Ken Chen
- Ken Chen
- Ken Dutton-Regester
- Kenji Tatsuno
- Kenneth Aldape
- Keren Isaev
- Kerstin Haase
- Keun Soo Ahn
- Keunchil Park
- Kevin J Dawson
- Kevin Thai
- Kiejung Park
- Kin Chan
- Kiran Kumar
- Kirsten Kübler
- Kiyo Shimizu
- Kjong-Van Lehmann
- Klev Diamanti
- Koji Arihiro
- Koo Jeong Kang
- Kortine Kleinheinz
- Kortine Kleinheinz
- Kristian Cibulskis
- Kuan-Lin Huang
- Kui Wu
- Kunihito Gotoh
- Kwun M Fong
- Kyle Covington
- Kyle Covington
- Kyle Ellrott
- Kyle Ellrott
- Kyle Ellrott
- L Van't Veer
- Lara Jerman
- Lara Urban
- Lars Feuerbach
- Larsson Omberg
- Laura Planko
- Laurence B Lovat
- Laurent Arnould
- Lauri A Aaltonen
- Lawrence E Heisler
- Layla Oesper
- Lee E Timms
- Lei Song
- Leigh B Thorne
- Leng Han
- Leonidas Salichos
- Leslie Cope
- Leszek J Klimczak
- Levi Garraway
- Lewis Jonathan Dursi
- Lewis Jonathan Dursi
- Lewis R Roberts
- Li Ding
- Li Ding
- Li Ding
- Li Shantao
- Liang Wen-Wei
- Liangtao Zheng
- Lieven P C Verbeke
- Lihua Zou
- Liis Uusküla-Reimand
- Liliana Greger
- Liming Yang
- Lin Li
- Lina Sieverling
- Lina Wadi
- Lincoln D Stein
- Linda Mileshkin
- Linghua Wang
- LiRehan Akbani
- Lisa Lype
- Lisa Mirabello
- Lisle E Mose
- Liu Xi
- Liu Xi
- Lixing Yang
- Lora Lewis
- Lorenz H P Trümper
- Loretta M S Lau
- Lori Boice
- Loris Mularoni
- Lorraine A Chantrill
- Louis Letourneau
- Luc Dirix
- Luca Landoni
- Luca Malcovati
- Lucas Lochovsky
- Lucila Ohno-Machado
- Lucinda A Fulton
- Lucy Matthews
- Lucy Stebbings
- Lucy Stebbings
- Lucy Yates
- Ludmil B Alexandrov
- Ludmila Danilova
- Luisa Mantovani-Löffler
- Luke Marsden
- Maciej Wiznerowicz
- Malcolm Brock
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- Malene Juul
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- Manuel Prinz
- Mara Rosenberg
- Marat D Kazanov
- Marc D Perry
- Marc D Perry
- Marc J van de Vijver
- Marc Zapatka
- Marcel Kool
- Marcel Smid
- Marcin Imielinski
- Marco A Marra
- Marco Miotto
- Marcus Bosenberg
- Marek Cmero
- Maria Elisabeth Goebler
- Maria Keays
- Maria O'Donovan
- Maria Scardoni
- Maria Vittoria Davi
- Marie-Laure Yaspo
- Marina Pajic
- Mario Berrios
- Mario Cazzola
- Marius Rohde
- Mark A Rubin
- Mark B Gerstein
- Mark B Gerstein
- Mark H Wright
- Mark Lathrop
- Mark P Hamilton
- Mark Phillips
- Mark Pinese
- Mark Shackleton
- Markus B Schilhabel
- Markus Kreuz
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- Markus Ringnér
- Marta Aymerich
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- Martin Peifer
- Mary J Goldman
- Masakazu Yamamoto
- Masaki Ueno
- Masashi Fujita
- Masashi Fukayama
- Matteo Fassan
- Matthew A Field
- Matthew A Reyna
- Matthew D Wilkerson
- Matthew Eldridge
- Matthew G Cordes
- Matthew G Soloway
- Matthew H Bailey
- Matthew H Bailey
- Matthew H Bailey
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- Matthew Meyerson
- Matthew R Huska
- Matthew Ringel
- Matthew W Fittall
- Matthias Bieg
- Matthias Bieg
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- Matthias Schlesner
- Mattia Bosio
- Maxime Tarabichi
- Maximillian G Marin
- Mayuko Furuta
- Mei Huang
- Melpomeni Kasapi
- Meyerson William U
- Mi Ni Huang
- Mia Nastic
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- Michael Birrer
- Michael C Heinold
- Michael C Heinold
- Michael C Quinn
- Michael C Wendl
- Michael C Wendl
- Michael D McLellan
- Michael D McLellan
- Michael D McLellan
- Michael Dunn
- Michael Fraser
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- Michael Mayo
- Michael R Stratton
- Michael S Lawrence
- Michael S Noble
- Michele Milella
- Michele Simbolo
- Michelle Chan-Seng-Yue
- Michelle Sam
- Michelle T Dow
- Miguel Betancourt
- Miguel Vazquez
- Mihoko Saito-Adachi
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- Milena Kovacevic
- Ming Ta Michael Lee
- Ming Tsao
- Miranda D Stobbe
- Miranda D Stobbe
- Miriam R Aure
- Miruna Balasundaram
- Mitsuhiro Komura
- Mohamed Helmy
- Mohammed Ghori
- Moiz S Bootwalla
- Monika Szczepanowski
- Monique Albert
- Montserrat Puiggròs
- Montserrat Puiggròs
- Morgan L Taschuk
- Moritz Gerstung
- Morten Muhlig Nielsen
- Morten Muhlig Nielsen
- Murat Iskar
- Myron Peto
- Myron Peto
- Nadia Traficante
- Nagarajan Paramasivam
- Nagarajan Paramasivam
- Naoki Miyoshi
- Naomi Livni
- Naoto T Ueno
- Narong Khuntikeo
- Nasa Sinnott-Armstrong
- Nasra H Giama
- Natalie Jäger
- Natalie Jäger
- Natalie R Davidson
- Natalie S Fox
- Natalie Saini
- Nathan A Pennell
- Natsuko Hama
- Naveen Vasudev
- Nebojsa Tijanic
- Neesha C Dhani
- Neil D Merrett
- Neil E Fleshner
- Nening M Dennis
- Niall J Byrne
- Nic Jones
- Nicholas D Socci
- Nicholas J Haradhvala
- Nicholas K Hayward
- Nicholas Petrelli
- Nicholas van As
- Nick M Waddell
- Nicola D Roberts
- Nicola Grehan
- Nicola Sperandio
- Nicola Waddell
- Nicole Cloonan
- Nidhan K Biswas
- Niedzica Camacho
- Nigel B Jamieson
- Nikita Desai
- Nikolajs Zeps
- Nikolaus Schultz
- Nikos Sidiropoulos
- Nilanjan Chatterjee
- Nilgun Donmez
- Nils Gehlenborg
- Nimish C Shah
- Nina Habermann
- Nina Thiessen
- Nischalan Pillay
- Nishant Agrawal
- Nobuyoshi Hiraoka
- Nodirjon Fayzullaev
- Noreen Dhalla
- Nuno A Fonseca
- Ofer Shapira
- Ola Myklebost
- Ole Ammerpohl
- Ole Christian Lingjærde
- Olga Potapova
- Olga Tucker
- Olga Zaikova
- Oliver Drechsel
- Oliver Drechsel
- Oliver F Bathe
- Oliver Hofmann
- Oliver Holmes
- Oliver Spiro
- Oliver Stegle
- Olivier Delaneau
- Olivier Harismendy
- Oriol Pich
- P Andrew Futreal
- Pablo Landgraf
- Paolo Pederzoli
- Pardeep Kumar
- Paresh Vyas
- Partha P Majumder
- Patrick D McGillivray
- Patrick Tan
- Patrick Tarpey
- Paul A Edwards
- Paul A Northcott
- Paul Brennan
- Paul C Boutros
- Paul C Boutros
- Paul Flicek
- Paul M Waring
- Paul N Span
- Paul T Spellman
- Paul Weinberger
- Pavana Anur
- Pavana Anur
- Payal Sipahimalani
- Paz Polak
- Pei Lin
- Pelvender Gill
- Petar Radovic
- Peter A Johansson
- Peter Clapham
- Peter F Stadler
- Peter Hersey
- Peter J Bailey
- Peter J Campbell
- Peter J Park
- Peter Lichter
- Peter Möller
- Peter O'Donnell
- Peter Staib
- Peter T Simpson
- Peter Van Loo
- Peter Vermeulen
- Peter W Laird
- Philip Awadalla
- Philip C Rosenstiel
- Phillip H Lai
- Ping Shang
- Piotr A Mieczkowski
- Prashant Bavi
- Pratiti Bandopadhayay
- Priyanka Dhingra
- Prue A Cowin
- Qi Wang
- Qian Xiang
- Qiang Pan-Hammarström
- Qianyun Guo
- Qinying Xu
- Quaid D Morris
- R Houston Thompson
- R Jay Mashl
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- Xiuqing Zhang
- Xiuqing Zheng
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- Xuan Le
- Xuanping Zhang
- Xuemei Luo
- Xueqing Zou
- Yan Shi
- Yan Zhang
- Yang Wu
- Yang Yang
- Yann Joly
- Yanxun Xu
- Yao He
- Yasin Senbabaoglu
- Yassen Assenov
- Yasser Riazalhosseini
- Yasuhito Arai
- Yasushi Rino
- Yasushi Totoki
- Yeng Ang
- Yi Huang
- Yi Huang
- Yifei Men
- Yiling Lu
- Yilong Li
- Yingyan Yu
- Yiwen Chen
- Yogesh Kumar
- Yogesh Kumar
- Yoke-Eng Chiew
- Yong Hou
- Yong Zhou
- Yong-Jie Lu
- Yongzhan Nie
- Yosef E Maruvka
- Yosef E Maruvka
- Yoshiiku Kawakami
- Young Seok Ju
- Youngchoon Woo
- Youngil Koh
- Youngwook Kim
- Youyong Lu
- Yu Fan
- Yu Fan
- Yu Fan
- Yu-Jia Shiah
- Yuan Ji
- Yuan Yuan
- Yuichi Shiraishi
- Yulia Newton
- Yulia Rubanova
- Yumeng Wang
- Yupeng Cun
- Yussanne Ma
- Zachary Heins
- Zechen Chong
- Zechen Chong
- Zemin Zhang
- Zhaohong Chen
- Zhenggang Wu
- Zhenggang Wu
- Zhining Wang
- Zhongming Zhao
- Ziao Lin
- Zsofia Kote-Jarai
- Ólafur Andri Stefánsson
- Øystein Garred
- Publication venue
- Nature Communications
- Publication date
- 01/01/2020
- Field of study
Funder: NCI U24CA211006Abstract: The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) curated consensus somatic mutation calls using whole exome sequencing (WES) and whole genome sequencing (WGS), respectively. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2,658 cancers across 38 tumour types, we compare WES and WGS side-by-side from 746 TCGA samples, finding that ~80% of mutations overlap in covered exonic regions. We estimate that low variant allele fraction (VAF < 15%) and clonal heterogeneity contribute up to 68% of private WGS mutations and 71% of private WES mutations. We observe that ~30% of private WGS mutations trace to mutations identified by a single variant caller in WES consensus efforts. WGS captures both ~50% more variation in exonic regions and un-observed mutations in loci with variable GC-content. Together, our analysis highlights technological divergences between two reproducible somatic variant detection efforts
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- Author
- Aaltonen Lauri A.
- Abascal Federico
- Abeshouse Adam
- Aburatani Hiroyuki
- Adams David J.
- Agrawal Nishant
- Ahn Keun Soo
- Ahn Sung-Min
- Aikata Hiroshi
- Akbani Rehan
- Akdemir Kadir C.
- Al-Ahmadie Hikmat
- Al-Sedairy Sultan T.
- Al-Shahrour Fatima
- Alawi Malik
- Albert Monique
- Aldape Kenneth
- Alexandrov Ludmil B.
- Ally Adrian
- Alsop Kathryn
- Alvarez Eva G.
- Amary Fernanda
- Amin Samirkumar B.
- Aminou Brice
- Ammerpohl Ole
- Anderson Matthew J.
- Ang Yeng
- Antonello Davide
- Anur Pavana
- Aparicio Samuel
- Appelbaum Elizabeth L.
- Arai Yasuhito
- Aretz Axel
- Arihiro Koji
- Ariizumi Shun-ichi
- Armenia Joshua
- Arnau Gisela Mir
- Arnould Laurent
- Asa Sylvia
- Assenov Yassen
- Atwal Gurnit
- Aukema Sietse
- Auman J. Todd
- Aure Miriam R.
- Awadalla Philip
- Aymerich Marta
- Bader Gary D.
- Baez-Ortega Adrian
- Bailey Matthew H.
- Bailey Peter J.
- Balasundaram Miruna
- Balu Saianand
- Bandopadhayay Pratiti
- Banks Rosamonde E.
- Barbi Stefano
- Barbour Andrew P.
- Barenboim Jonathan
- Barnholtz-Sloan Jill
- Barr Hugh
- Barrera Elisabet
- Bartlett John
- Bartolome Javier
- Bassi Claudio
- Bathe Oliver F.
- Baumhoer Daniel
- Bavi Prashant
- Baylin Stephen B.
- Bazant Wojciech
- Beardsmore Duncan
- Beck Timothy A.
- Behjati Sam
- Behren Andreas
- Bell Cindy
- Beltran Sergi
- Benz Christopher
- Berchuck Andrew
- Bergmann Anke K.
- Bergstrom Erik N.
- Berman Benjamin P.
- Berney Daniel M.
- Bernhart Stephan H.
- Beroukhim Rameen
- Berrios Mario
- Bersani Samantha
- Bertl Johanna
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- Bhandari Vinayak
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- Biankin Andrew V.
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- Birney Ewan
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- Boot Arnoud
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- Wong Tina
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- Wright Adam J.
- Wright Derek W.
- Wright Mark H.
- Wu Chin-Lee
- Wu Dai-Ying
- Wu Guanming
- Wu Jianmin
- Wu Kui
- Wu Yang
- Wu Zhenggang
- Xi Liu
- Xia Tian
- Xiang Qian
- Xiao Xiao
- Xing Rui
- Xiong Heng
- Xu Qinying
- Xu Yanxun
- Xue Hong
- Yachida Shinichi
- Yakneen Sergei
- Yamaguchi Rui
- Yamaguchi Takafumi N.
- Yamamoto Masakazu
- Yamamoto Shogo
- Yamaue Hiroki
- Yang Fan
- Yang Huanming
- Yang Jean Y.
- Yang Liming
- Yang Lixing
- Yang Shanlin
- Yang Tsun-Po
- Yang Yang
- Yao Xiaotong
- Yaspo Marie-Laure
- Yates Lucy
- Yau Christina
- Ye Chen
- Ye Kai
- Yellapantula Venkata D.
- Yoon Christopher J.
- Yoon Sung-Soo
- Yousif Fouad
- Yu Jun
- Yu Kaixian
- Yu Willie
- Yu Yingyan
- Yuan Ke
- Yuan Yuan
- Yuen Denis
- Yugawa Takashi
- Yung Christina K.
- Zaikova Olga
- Zamora Jorge
- Zapatka Marc
- Zenklusen Jean C.
- Zenz Thorsten
- Zeps Nikolajs
- Zhang Cheng-Zhong
- Zhang Fan
- Zhang Hailei
- Zhang Hongwei
- Zhang Hongxin
- Zhang Jiashan
- Zhang Jing
- Zhang Junjun
- Zhang Xiuqing
- Zhang Xuanping
- Zhang Yan
- Zhang Zemin
- Zhao Zhongming
- Zheng Liangtao
- Zheng Xiuqing
- Zhou Wanding
- Zhou Yong
- Zhu Bin
- Zhu Hongtu
- Zhu Jingchun
- Zhu Shida
- Zou Lihua
- Zou Xueqing
- Publication venue
- Nature Communications
- Publication date
- 28/08/2020
- Field of study
Funder: Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada (NSERC Canadian Network for Research and Innovation in Machining Technology); doi: https://doi.org/10.13039/501100002790Funder: Genome Canada (Génome Canada); doi: https://doi.org/10.13039/100008762Funder: Canada Foundation for Innovation (Fondation canadienne pour l'innovation); doi: https://doi.org/10.13039/501100000196Funder: Terry Fox Research Institute (Institut de Recherche Terry Fox); doi: https://doi.org/10.13039/501100004376Abstract: Sex differences have been observed in multiple facets of cancer epidemiology, treatment and biology, and in most cancers outside the sex organs. Efforts to link these clinical differences to specific molecular features have focused on somatic mutations within the coding regions of the genome. Here we report a pan-cancer analysis of sex differences in whole genomes of 1983 tumours of 28 subtypes as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium. We both confirm the results of exome studies, and also uncover previously undescribed sex differences. These include sex-biases in coding and non-coding cancer drivers, mutation prevalence and strikingly, in mutational signatures related to underlying mutational processes. These results underline the pervasiveness of molecular sex differences and strengthen the call for increased consideration of sex in molecular cancer research
Sex differences in oncogenic mutational processes
- Author
- A Gordon Robertson
- Abdullah Kahraman
- Abel Gonzalez-Perez
- Adam A Margolin
- Adam Abeshouse
- Adam Grundhoff
- Adam J Struck
- Adam J Wright
- Adam Lambert
- Adam Margolin
- Adam P Butler
- Adel El-Naggar
- Adnan M Nagrial
- Adrian Ally
- Adrian Baez-Ortega
- Adrian Thorogood
- Adriana Salcedo
- Adrienne M Flanagan
- Ake Borg
- Akihiro Fujimoto
- Akihiro Suzuki
- Akinyemi I Ojesina
- Alain Viari
- Alan J Robertson
- Alan P Hoyle
- Alan Thompson
- Alasdair Stenhouse
- Alastair M Thompson
- Aldo Scarpa
- Alessandro Pastore
- Alex Buchanan
- Alexander Claviez
- Alexander J Lazar
- Alexander J Lazar
- Alexander Martinez-Fundichely
- Alfonso Muñoz
- Alfonso Valencia
- Aliaksei Z Holik
- Alice Meng
- Alicia L Bruzos
- Allison P Heath
- Alvin Wei Tian Ng
- Alvis Brazma
- Amaro Taylor-Weiner
- Amber L Johns
- Amit G Deshwar
- Ana Dueso-Barroso
- Ana Mijalkovic Mijalkovic-Lazic
- Ana Milovanovic
- Andre Kahles
- Andrea Haake
- Andrea Holbrook
- Andrea L Richardson
- Andrea Mafficini
- Andrea Ruzzenente
- Andreas Behren
- Andreas Rosenwald
- Andreia V Pinho
- Andrew Berchuck
- Andrew D Cherniack
- Andrew J Dunford
- Andrew J Mungall
- Andrew J Spillane
- Andrew Menzies
- Andrew P Barbour
- Andrew Tutt
- Andrew V Biankin
- Andrew V Biankin
- Andrey Korshunov
- Andrés Lanzós
- Andy Cafferkey
- Andy G Lynch
- Angela Chou
- Angela N Brooks
- Angela Tam
- Angelica Ochoa
- Angelika N Christ
- Angelo P Dei Tos
- Anieta M Sieuwerts
- Anil K Sood
- Anita Langerød
- Anja Füllgrabe
- Anke K Bergmann
- Ann-Marie Patch
- Anna deFazio
- Anna Ehinger
- Anna Fitzgerald
- Anne Hamilton
- Anne Vincent-Salomon
- Anne Y Warren
- Anne-Lise Børresen-Dale
- Annegien Broeks
- Anthony DiBiase
- Anthony J Gill
- Anthony Ng
- Anthony R Green
- Antonia L Pritchard
- Antonio Pea
- Antonios Koures
- Aparna Prasad
- Apurva M Hegde
- Aquila Fatima
- Arcadi Navarro
- Arie B Brinkman
- Arif O Harmanci
- Arindam Maitra
- Armando Lopez-Guillermo
- Arndt Borkhardt
- Arnoud Boot
- Asger Hobolth
- Ashley Williams
- Ashton A Connor
- Atul J Butte
- Aurélien Chateigner
- Austin J Hepperla
- Axel Aretz
- Aya Sasaki-Oku
- Ayellet V Segre
- B F Francis Ouellette
- Barbara Hutter
- Barbara Kremeyer
- Bartha M Knoppers
- Beifang Niu
- Benedikt Brors
- Benita Kiat Tee Tan
- Benjamin J Raphael
- Benjamin P Berman
- Benjamin Raeder
- Bernardo Rodriguez-Martin
- Bernhard Radlwimmer
- Bernice H Wong
- Beth Karlan
- Bin Tean Teh
- Bin Zhu
- Birgit Burkhardt
- Bishoy M Faltas
- Bishoy M Faltas
- Bodil Bjerkehagen
- Bogdan Czerniak
- Boris Winterhoff
- Borislav C Rusev
- Boutros
- Bradly G Wouters
- Brandi N Davis-Dusenbery
- Brian Craft
- Brian D O'Connor
- Brian Patrick O'Neill
- Brice Aminou
- Calvin Wing Yiu Chan
- Cameron M Soulette
- Carl Herrmann
- Carl Morrison
- Carlo Gambacorti-Passerini
- Carlos Caldas
- Carlos D Bustamante
- Carlos López-Otín
- Carlota Rubio-Perez
- Carmen Gomez
- Carolien H M van Deurzen
- Carolyn M Hutter
- Carrie Cibulskis
- Caterina Vicentini
- Catherine A Shang
- Catherine D Moser
- Catherine J Kennedy
- Catrina C Fronick
- Chad J Creighton
- Chandra Sekhar Pedamallu
- Chang Li
- Charles David Imbusch
- Charles M Perou
- Charles Saller
- Charles Short
- Charlie E Massie
- Chawalit Pairojkul
- Chen Hong
- Chen Ye
- Cheng-Zhong Zhang
- Chin-Lee Wu
- Chin-Lee Wu
- Chip Stewart
- Chovon Kiat Ong
- Chris Lawerenz
- Chris Mitchell
- Chris Sander
- Christian von Mering
- Christiane Buchholz
- Christina K Yung
- Christina Yau
- Christine A Iacobuzio-Donahue
- Christine Chomienne
- Christine Desmedt
- Christine P'ng
- Christine P'ng
- Christof von Kalle
- Christoph Borst
- Christoph Plass
- Christopher A Miller
- Christopher Benz
- Christopher J Scarlett
- Christopher J Yoon
- Christopher M Lalansingh
- Christopher Ogden
- Christopher S Foster
- Christopher Umbricht
- Christopher W Toon
- Christos Sotiriou
- Cindy Bell
- Cinzia Cantù
- Ciyue Shen
- Claes Wadelius
- Clare Verrill
- Clarissa Gerhauser
- Claudia Calabrese
- Claudio Bassi
- Claudio Luchini
- Claudiu Farcas
- Clemency Jolly
- Colin A Purdie
- Colin A Semple
- Colin A Semple
- Colin C Collins
- Colin S Cooper
- Conrad R Leonard
- Constance H Li
- Constance H Li
- Corbin D Jones
- Craig Shriver
- Cristina López
- Cyril Fisher
- D Neil Hayes
- Dai-Ying Wu
- Daiming Fan
- Daisuke Komura
- Dale W Garsed
- Daniel A Leongamornlert
- Daniel Baumhoer
- Daniel Hübschmann
- Daniel J Turner
- Daniel J Weisenberger
- Daniel M Berney
- Daniel Rosebrock
- Daniel S Brewer
- Daniela S Gerhard
- Danielle Pasternack
- Darell Bigner
- Dariush Etemadmoghadam
- Darlene Lee
- Darrin F Taylor
- David A Wheeler
- David C Wedge
- David Craft
- David D L Bowtell
- David E Neal
- David Haan
- David Haussler
- David Hedley
- David Huntsman
- David I Heiman
- David J Adams
- David J Van Den Berg
- David K Chang
- David K Chang
- David K Miller
- David Khoo
- David Mutch
- David N Louis
- David N Louis
- David Nicol
- David Ocana
- David R Jones
- David Scott
- David T Bowen
- David T W Jones
- David Tamborero
- David Torrents
- David Townend
- David Vicente
- Davide Antonello
- Declan Cahill
- Denis Larsimont
- Denis Yuen
- Denise Brooks
- Deniz Demircioğlu
- Dennis C Sgroi
- Dennis C Sgroi
- Dennis Karsch
- Dennis T Maglinte
- Dennis Wigle
- Derek W Wright
- Derek W Wright
- Dianne E Chadwick
- Dido Lenze
- Dieter Kube
- Dieter Weichenhan
- Dilip D Giri
- Dimitri Livitz
- Dimple Chakravarty
- Dirk Schadendorf
- Dmitry A Gordenin
- Dominik Glodzik
- Don Chalmers
- Dongbing Liu
- Donghoon Lee
- Donghui Tan
- Donna M Muzny
- Dorthe Grabau
- Douglas A Levine
- Douglas F Easton
- Douglas Voet
- Duncan Beardsmore
- Edward W Rowe
- Eigo Shimizu
- Ekta Khurana
- Elaine R Mardis
- Electron Kebebew
- Elena Piñeiro-Yáñez
- Elena Provenzano
- Elias Campo
- Elisabet Barrera
- Elisabetta Sereni
- Elizabeth A Musgrove
- Elizabeth L Appelbaum
- Elizabeth L Christie
- Elli Papaemmanuil
- Emilie Lalonde
- Eoghan Harrington
- Eric Chuah
- Eric Green
- Eric Lander
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- Eric Z Ma
- Erik Garrison
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- Erik Mayer
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- Erin Curley
- Ermin Hodzic
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- Esa Pitkänen
- Esther Rheinbay
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- Eva G Alvarez
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- F Germán Rodríguez-González
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- Fan Yang
- Fan Zhang
- Faraz Hach
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- Federico Abascal
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- Felicity Newell
- Fenglin Liu
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- Ferran Muiños
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- Francesc Muyas
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- Francisco M De La Vega
- Francisco Sanchez-Vega
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- Fred Sweep
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- G Petur Nielsen
- G Steven Bova
- Gad Getz
- Gad Getz
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- Gaetano Finocchiaro
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- Gavin Ha
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- Geoff Macintyre
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- Gerrit K Hooijer
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- Gilles Romieu
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- Grant Sanders
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- Guido Reifenberger
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- Gurnit Atwal
- Gurnit Atwal
- Hailei Zhang
- Haiyan Irene Li
- Han Liang
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- Hardeep K Nahal-Bose
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- HarshaVardhan Doddapaneni
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- Heather Thorne
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- Hideki Ohdan
- Hidenori Ojima
- Hidewaki Nakagawa
- Hikmat Al-Ahmadie
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- Hirofumi Rokutan
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- Hongwei Zhang
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- Jaclyn Smith
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- Jonas Demeulemeester
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- Kirsten Kübler
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- Kortine Kleinheinz
- Kristian Cibulskis
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- Kui Wu
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- Kyle Ellrott
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- Lara Urban
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- Martin L Ferguson
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- Masakazu Yamamoto
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- Matthias Bieg
- Matthias Schlesner
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- Maxime Tarabichi
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- Mayuko Furuta
- Mei Huang
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- Mia Nastic
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- Michael Birrer
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- Michael Dunn
- Michael Fraser
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- Michael Hummel
- Michael Ittmann
- Michael Kneba
- Michael Koscher
- Michael Mayo
- Michael R Stratton
- Michael S Lawrence
- Michael S Noble
- Michele Milella
- Michele Simbolo
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- Miguel Vazquez
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- Milena Kovacevic
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- Ming Tsao
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- Miranda D Stobbe
- Miriam R Aure
- Miruna Balasundaram
- Mitsuhiro Komura
- Mohamed Helmy
- Mohammed Ghori
- Moiz S Bootwalla
- Monika Szczepanowski
- Monique Albert
- Montserrat Puiggròs
- Morgan L Taschuk
- Moritz Gerstung
- Morten Muhlig Nielsen
- Murat Iskar
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- Nadia Traficante
- Nagarajan Paramasivam
- Naoki Miyoshi
- Naomi Livni
- Naoto T Ueno
- Narong Khuntikeo
- Nasa Sinnott-Armstrong
- Nasra H Giama
- Natalie Jäger
- Natalie R Davidson
- Natalie S Fox
- Natalie Saini
- Nathan A Pennell
- Natsuko Hama
- Naveen Vasudev
- Nebojsa Tijanic
- Neesha C Dhani
- Neil D Merrett
- Neil E Fleshner
- Nening M Dennis
- Niall J Byrne
- Nic Jones
- Nicholas D Socci
- Nicholas J Haradhvala
- Nicholas K Hayward
- Nicholas Petrelli
- Nicholas van As
- Nick M Waddell
- Nicola D Roberts
- Nicola Grehan
- Nicola Sperandio
- Nicola Waddell
- Nicole Cloonan
- Nidhan K Biswas
- Niedzica Camacho
- Nigel B Jamieson
- Nikita Desai
- Nikolajs Zeps
- Nikolaus Schultz
- Nikos Sidiropoulos
- Nilanjan Chatterjee
- Nilgun Donmez
- Nils Gehlenborg
- Nimish C Shah
- Nina Habermann
- Nina Thiessen
- Nischalan Pillay
- Nishant Agrawal
- Nobuyoshi Hiraoka
- Nodirjon Fayzullaev
- Noreen Dhalla
- Nuno A Fonseca
- Ofer Shapira
- Ola Myklebost
- Ole Ammerpohl
- Ole Christian Lingjærde
- Olga Potapova
- Olga Tucker
- Olga Zaikova
- Oliver Drechsel
- Oliver F Bathe
- Oliver Hofmann
- Oliver Holmes
- Oliver Spiro
- Oliver Stegle
- Olivier Delaneau
- Olivier Harismendy
- Oriol Pich
- P Andrew Futreal
- Pablo Landgraf
- Paolo Pederzoli
- Pardeep Kumar
- Paresh Vyas
- Partha P Majumder
- Patrick D McGillivray
- Patrick Tan
- Patrick Tarpey
- Paul A Edwards
- Paul A Northcott
- Paul Brennan
- Paul C Boutros
- Paul C Boutros
- Paul C Fatima Al-Shahrour
- Paul Flicek
- Paul M Waring
- Paul N Span
- Paul T Spellman
- Paul Weinberger
- Pavana Anur
- Payal Sipahimalani
- Paz Polak
- Paz Polak
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- Pelvender Gill
- Petar Radovic
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- Peter Clapham
- Peter F Stadler
- Peter Hersey
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- Peter J Bailey
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- Peter J Park
- Peter Lichter
- Peter Möller
- Peter O'Donnell
- Peter Staib
- Peter T Simpson
- Peter Van Loo
- Peter Vermeulen
- Peter W Laird
- Philip Awadalla
- Philip C Rosenstiel
- Phillip H Lai
- Ping Shang
- Piotr A Mieczkowski
- Prashant Bavi
- Pratiti Bandopadhayay
- Priyanka Dhingra
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- Qiang Pan-Hammarström
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- Rabea Wagener
- Radhakrishnan Sabarinathan
- Raja Seethala
- Rajiv Dhir
- Rajiv Sarin
- Ralf Küppers
- Ralph H Hruban
- Ralph Scully
- Ramaswamy Govindan
- Rameen Beroukhim
- Randi Istrup Juul
- Raquel Rabionet
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- Ravikiran Vedururu
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- Ricardo E Vilain
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- Richard A Scolyer
- Richard F Kefford
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- Richard Turkington
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- Robert Cerfolio
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- Robert Petryszak
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- Roberto Salvia
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- Sangeetha Kalimuthu
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- Sarah O'Meara
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- Sarah-Jane Schramm
- Satoru Miyano
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- Serena Nik-Zainal
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- Shona MacRae
- Shriram G Bhosle
- Shuai Ding
- Shumpei Ishikawa
- Shun-Ichi Ariizumi
- Shuto Hayashi
- Sian Fereday
- Siegfried Haas
- Sietse Aukema
- Siliang Li
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- Simon L Parsons
- Simon Mayes
- Simon Tavaré
- Sinisa Ivkovic
- Sissel Juul
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- Sonia Grimaldi
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- Stefania Tommasi
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- Stephan Ossowski
- Stephan Stilgenbauer
- Stephan Wolf
- Stephanie Sungalee
- Stephen B Baylin
- Stephen H Kazakoff
- Stephen J Chanock
- Stephen J Hayes
- Stephen M Cordner
- Steve Hawkins
- Steve Hoffmann
- Steven A Roberts
- Steven E Schumacher
- Steven G Rozen
- Steven Gallinger
- Steven Hazell
- Steven J M Jones
- Steven J Newhouse
- Steven Van Laere
- Stian Knappskog
- Stuart Edmonds
- Stuart R Jefferys
- Su Pin Choo
- Subhajit Sengupta
- Sue Merson
- Suet-Feung Chin
- Sultan T Al-Sedairy
- Sun Ren X
- Sung-Min Ahn
- Sung-Soo Yoon
- Sunghoon Cho
- Sunil R Lakhani
- Suresh Ramalingam
- Susan Bullman
- Susanna L Cooke
- Susanna L Cooke
- Sushant Kumar
- Suyash S Shringarpure
- Syed Haider
- Syed Haider
- Sylvia Asa
- Søren Brunak
- Takafumi N Yamaguchi
- Takanori Hasegawa
- Takashi Yugawa
- Takashi Yugawa
- Takuji Okusaka
- Tal Shmaya
- Tannistha Nandi
- Taobo Hu
- Tapio Visakorpi
- Tara J Skelly
- Tari A King
- Tatsuhiko Tsunoda
- Tatsuhiro Shibata
- Tatsuhiro Shibata
- Ted R Hupp
- Tetsuo Ushiku
- Theodorus Van der Kwast
- Thomas E Carey
- Thomas J Hudson
- Thomas J Matthew
- Thomas J Mitchell
- Thorsten Schlomm
- Thorsten Zenz
- Tian Xia
- Tim Dudderidge
- Tim Ley
- Timothy A Beck
- Timothy Defreitas
- Timothy J C Bruxner
- Timothy J Underwood
- Tina Wong
- Tirso Pons
- Tobias Madsen
- Tobias Rausch
- Todd A Johnson
- Todd D Pihl
- Tom Bodenheimer
- Tom Mikkelsen
- Tom Roques
- Tomas J Tanskanen
- Tomas Marques-Bonet
- Tomoko Urushidate
- Torill Sauer
- Toru Nakamura
- Treasa A McPherson
- Troy Shelton
- Tsun-Po Yang
- Ultan McDermott
- Umadevi Veluvolu
- Umut H Toprak
- Valerie Jakrot
- Varsha Tembe
- Vasilisa A Rudneva
- Venkata D Yellapantula
- Vera B Kaiser
- Vera B Kaiser
- Veronica Y Sabelnykova
- Victor Reuter
- Vikram Deshpande
- Vikram Deshpande
- Viktoriya Korchina
- Ville Mustonen
- Vinayak Bhandari
- Vincent Ferretti
- Vincent Huang
- Vincent J Gnanapragasam
- Vincent Khoo
- Vincenzo Corbo
- Vishal S Chandan
- Volker Hovestadt
- W Kimryn Rathmell
- W M Linehan
- Wan Choi
- Wanding Zhou
- Wei Jiao
- Wei Jiao
- Wenyi Wang
- William B Isaacs
- William C Faquin
- William C Faquin
- William Friedman
- William Howat
- William Meyerson
- Willie Yu
- Winghing Wong
- Wojciech Bazant
- Wolfgang Huber
- Wolfram Klapper
- Xavier Estivill
- Xavier Pivot
- Xiao Xiao
- Xiaobo Li
- Xiaoping Su
- Xiaotong Li
- Xiaotong Yao
- Xing Hua
- Xingmin Liu
- Xinyue Li
- Xiuqing Zhang
- Xiuqing Zheng
- Xose S Puente
- Xuan Le
- Xuanping Zhang
- Xuemei Luo
- Xueqing Zou
- Yan Shi
- Yan Zhang
- Yang Wu
- Yang Yang
- Yann Joly
- Yanxun Xu
- Yao He
- Yasin Senbabaoglu
- Yassen Assenov
- Yasser Riazalhosseini
- Yasuhito Arai
- Yasushi Rino
- Yasushi Totoki
- Yeng Ang
- Yi Huang
- Yiling Lu
- Yilong Li
- Yingyan Yu
- Yiwen Chen
- Yogesh Kumar
- Yoke-Eng Chiew
- Yong Hou
- Yong Zhou
- Yong-Jie Lu
- Yongzhan Nie
- Yosef E Maruvka
- Yoshiiku Kawakami
- Young Seok Ju
- Youngchoon Woo
- Youngil Koh
- Youngwook Kim
- Yousif Fouad
- Youyong Lu
- Yu Fan
- Yu-Jia Shiah
- Yuan Ji
- Yuan Yuan
- Yuichi Shiraishi
- Yulia Newton
- Yulia Rubanova
- Yumeng Wang
- Yupeng Cun
- Yussanne Ma
- Zachary Heins
- Zechen Chong
- Zemin Zhang
- Zhaohong Chen
- Zhenggang Wu
- Zhining Wang
- Zhongming Zhao
- Ziao Lin
- Zsofia Kote-Jarai
- Ólafur Andri Stefánsson
- Øystein Garred
- Publication venue
- Publication date
- 01/01/2020
- Field of study
Sex differences have been observed in multiple facets of cancer epidemiology, treatment and biology, and in most cancers outside the sex organs. Efforts to link these clinical differences to specific molecular features have focused on somatic mutations within the coding regions of the genome. Here we report a pan-cancer analysis of sex differences in whole genomes of 1983 tumours of 28 subtypes as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium. We both confirm the results of exome studies, and also uncover previously undescribed sex differences. These include sex-biases in coding and non-coding cancer drivers, mutation prevalence and strikingly, in mutational signatures related to underlying mutational processes. These results underline the pervasiveness of molecular sex differences and strengthen the call for increased consideration of sex in molecular cancer research.Sex differences have been observed in multiple facets of cancer epidemiology, treatment and biology, and in most cancers outside the sex organs. Efforts to link these clinical differences to specific molecular features have focused on somatic mutations within the coding regions of the genome. Here we report a pan-cancer analysis of sex differences in whole genomes of 1983 tumours of 28 subtypes as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium. We both confirm the results of exome studies, and also uncover previously undescribed sex differences. These include sex-biases in coding and non-coding cancer drivers, mutation prevalence and strikingly, in mutational signatures related to underlying mutational processes. These results underline the pervasiveness of molecular sex differences and strengthen the call for increased consideration of sex in molecular cancer research.Peer reviewe
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Retrospective evaluation of whole exome and genome mutation calls in 746 cancer samples
- Author
- Aaltonen Lauri A.
- Abascal Federico
- Abeshouse Adam
- Aburatani Hiroyuki
- Adams David J.
- Agrawal Nishant
- Ahn Keun Soo
- Ahn Sung-Min
- Aikata Hiroshi
- Akbani Rehan
- Akdemir Kadir C.
- Al-Ahmadie Hikmat
- Al-Sedairy Sultan T.
- Al-Shahrour Fatima
- Alawi Malik
- Albert Monique
- Aldape Kenneth
- Alexandrov Ludmil B.
- Ally Adrian
- Alsop Kathryn
- Alvarez Eva G.
- Amary Fernanda
- Amin Samirkumar B.
- Aminou Brice
- Ammerpohl Ole
- Anderson Matthew J.
- Ang Yeng
- Antonello Davide
- Anur Pavana
- Aparicio Samuel
- Appelbaum Elizabeth L.
- Arai Yasuhito
- Aretz Axel
- Arihiro Koji
- Ariizumi Shun-ichi
- Armenia Joshua
- Arnau Gisela Mir
- Arnould Laurent
- Asa Sylvia
- Assenov Yassen
- Atwal Gurnit
- Aukema Sietse
- Auman J. Todd
- Aure Miriam R.
- Awadalla Philip
- Aymerich Marta
- Bader Gary D.
- Baez-Ortega Adrian
- Bailey Matthew H.
- Bailey Peter J.
- Balasundaram Miruna
- Balu Saianand
- Bandopadhayay Pratiti
- Banks Rosamonde E.
- Barbi Stefano
- Barbour Andrew P.
- Barenboim Jonathan
- Barnholtz-Sloan Jill
- Barr Hugh
- Barrera Elisabet
- Bartlett John
- Bartolome Javier
- Bassi Claudio
- Bathe Oliver F.
- Baumhoer Daniel
- Bavi Prashant
- Baylin Stephen B.
- Bazant Wojciech
- Beardsmore Duncan
- Beck Timothy A.
- Behjati Sam
- Behren Andreas
- Bell Cindy
- Beltran Sergi
- Benz Christopher
- Berchuck Andrew
- Bergmann Anke K.
- Bergstrom Erik N.
- Berman Benjamin P.
- Berney Daniel M.
- Bernhart Stephan H.
- Beroukhim Rameen
- Berrios Mario
- Bersani Samantha
- Bertl Johanna
- Betancourt Miguel
- Bhandari Vinayak
- Bhosle Shriram G.
- Biankin Andrew V.
- Bieg Matthias
- Bigner Darell
- Bin Zhu
- Binder Hans
- Birney Ewan
- Birrer Michael
- Biswas Nidhan K.
- Bjerkehagen Bodil
- Bodenheimer Tom
- Boice Lori
- Bonizzato Giada
- Boot Arnoud
- Bootwalla Moiz S.
- Borg Ake
- Borkhardt Arndt
- Boroevich Keith A.
- Borozan Ivan
- Borst Christoph
- Bosenberg Marcus
- Bosio Mattia
- Boultwood Jacqueline
- Bourque Guillaume
- Boutros Paul C.
- Bova G. Steven
- Bowen David T.
- Bowlby Reanne
- Bowtell David D. L.
- Boyault Sandrine
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- Boyd Jeffrey
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- Brennan Paul
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- Buchhalter Ivo
- Buchholz Christiane
- Bullman Susan
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- Butler Adam P.
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- Campo Elias
- Cantù Cinzia
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- Cherniack Andrew D.
- Chien Jeremy
- Chiew Yoke-Eng
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- Gelpi Josep L. l.
- George Joshy
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- Reyna Matthew A.
- Reynolds Sheila M.
- Rheinbay Esther
- Riazalhosseini Yasser
- Richardson Andrea L.
- Richter Julia
- Ringel Matthew
- Ringnér Markus
- Rino Yasushi
- Rippe Karsten
- Roach Jeffrey
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- Rodríguez-González F. Germán
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- Xia Tian
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- Xiao Xiao
- Xing Rui
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- Xu Qinying
- Xu Yanxun
- Xue Hong
- Yachida Shinichi
- Yakneen Sergei
- Yamaguchi Rui
- Yamaguchi Takafumi N.
- Yamamoto Masakazu
- Yamamoto Shogo
- Yamaue Hiroki
- Yang Fan
- Yang Huanming
- Yang Jean Y.
- Yang Liming
- Yang Lixing
- Yang Shanlin
- Yang Tsun-Po
- Yang Yang
- Yao Xiaotong
- Yaspo Marie-Laure
- Yates Lucy
- Yau Christina
- Ye Chen
- Ye Kai
- Yellapantula Venkata D.
- Yoon Christopher J.
- Yoon Sung-Soo
- Yousif Fouad
- Yu Jun
- Yu Kaixian
- Yu Willie
- Yu Yingyan
- Yuan Ke
- Yuan Yuan
- Yuen Denis
- Yugawa Takashi
- Yung Christina K.
- Zaikova Olga
- Zamora Jorge
- Zapatka Marc
- Zenklusen Jean C.
- Zenz Thorsten
- Zeps Nikolajs
- Zhang Cheng-Zhong
- Zhang Fan
- Zhang Hailei
- Zhang Hongwei
- Zhang Hongxin
- Zhang Jiashan
- Zhang Jing
- Zhang Junjun
- Zhang Xiuqing
- Zhang Xuanping
- Zhang Yan
- Zhang Zemin
- Zhao Zhongming
- Zheng Liangtao
- Zheng Xiuqing
- Zhou Wanding
- Zhou Yong
- Zhu Hongtu
- Zhu Jingchun
- Zhu Shida
- Zou Lihua
- Zou Xueqing
- Publication venue
- Nature Communications
- Publication date
- 21/09/2020
- Field of study
Funder: NCI U24CA211006Abstract: The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) curated consensus somatic mutation calls using whole exome sequencing (WES) and whole genome sequencing (WGS), respectively. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2,658 cancers across 38 tumour types, we compare WES and WGS side-by-side from 746 TCGA samples, finding that ~80% of mutations overlap in covered exonic regions. We estimate that low variant allele fraction (VAF < 15%) and clonal heterogeneity contribute up to 68% of private WGS mutations and 71% of private WES mutations. We observe that ~30% of private WGS mutations trace to mutations identified by a single variant caller in WES consensus efforts. WGS captures both ~50% more variation in exonic regions and un-observed mutations in loci with variable GC-content. Together, our analysis highlights technological divergences between two reproducible somatic variant detection efforts
Retrospective evaluation of whole exome and genome mutation calls in 746 cancer samples
- Author
- A Gordon Robertson
- Abdullah Kahraman
- Abel Gonzalez-Perez
- Adam A Margolin
- Adam Abeshouse
- Adam Grundhoff
- Adam J Struck
- Adam J Struck
- Adam J Wright
- Adam Lambert
- Adam P Butler
- Adam P Butler
- Adel El-Naggar
- Adnan M Nagrial
- Adrian Ally
- Adrian Baez-Ortega
- Adrian Thorogood
- Adriana Salcedo
- Adrienne M Flanagan
- Ake Borg
- Akihiro Fujimoto
- Akihiro Suzuki
- Akinyemi I Ojesina
- Alain Viari
- Alan J Robertson
- Alan P Hoyle
- Alan Thompson
- Alasdair Stenhouse
- Alastair M Thompson
- Aldo Scarpa
- Alessandro Pastore
- Alex Buchanan
- Alex Buchanan
- Alexander Claviez
- Alexander J Lazar
- Alexander Martinez-Fundichely
- Alfonso Muñoz
- Alfonso Valencia
- Aliaksei Z Holik
- Alice Meng
- Alicia L Bruzos
- Allison Creason
- Allison P Heath
- Alvin Wei Tian Ng
- Alvis Brazma
- Amaro Taylor-Weiner
- Amber L Johns
- Amie Radenbaugh
- Amit G Deshwar
- Ana Dueso-Barroso
- Ana Mijalkovic Mijalkovic-Lazic
- Ana Milovanovic
- Ana Milovanovic
- Andre Kahles
- Andrea Haake
- Andrea Holbrook
- Andrea L Richardson
- Andrea Mafficini
- Andrea Ruzzenente
- Andreas Behren
- Andreas Rosenwald
- Andreia V Pinho
- Andrew Berchuck
- Andrew D Cherniack
- Andrew J Dunford
- Andrew J Mungall
- Andrew J Spillane
- Andrew Menzies
- Andrew Menzies
- Andrew P Barbour
- Andrew Tutt
- Andrew V Biankin
- Andrey Korshunov
- Andrés Lanzós
- Andy Cafferkey
- Andy G Lynch
- Angela Chou
- Angela N Brooks
- Angela Tam
- Angelica Ochoa
- Angelika N Christ
- Angelo P Dei Tos
- Anieta M Sieuwerts
- Anil K Sood
- Anita Langerød
- Anja Füllgrabe
- Anke K Bergmann
- Ann-Marie Patch
- Anna deFazio
- Anna Ehinger
- Anna Fitzgerald
- Anne Hamilton
- Anne Vincent-Salomon
- Anne Y Warren
- Anne-Lise Børresen-Dale
- Annegien Broeks
- Anthony DiBiase
- Anthony J Gill
- Anthony Ng
- Anthony R Green
- Antonia L Pritchard
- Antonio Pea
- Antonios Koures
- Aparna Prasad
- Apurva M Hegde
- Aquila Fatima
- Arcadi Navarro
- Arie B Brinkman
- Arif O Harmanci
- Arindam Maitra
- Armando Lopez-Guillermo
- Arndt Borkhardt
- Arnoud Boot
- Asger Hobolth
- Ashley Williams
- Ashton A Connor
- Atul J Butte
- Aurélien Chateigner
- Austin J Hepperla
- Axel Aretz
- Aya Sasaki-Oku
- Ayellet V Segre
- B F Francis Ouellette
- Bailey Matthew H
- Barbara Hutter
- Barbara Hutter
- Barbara Kremeyer
- Bartha M Knoppers
- Beifang Niu
- Beifang Niu
- Beifang Niu
- Benedikt Brors
- Benita Kiat Tee Tan
- Benjamin J Raphael
- Benjamin P Berman
- Benjamin Raeder
- Bernardo Rodriguez-Martin
- Bernhard Radlwimmer
- Bernice H Wong
- Beth Karlan
- Bin Tean Teh
- Bin Zhu
- Birgit Burkhardt
- Bishoy M Faltas
- Bodil Bjerkehagen
- Bogdan Czerniak
- Boris Winterhoff
- Borislav C Rusev
- Bradly G Wouters
- Brandi N Davis-Dusenbery
- Brian Craft
- Brian D O'Connor
- Brian Patrick O'Neill
- Brice Aminou
- Calvin Wing Yiu Chan
- Cameron M Soulette
- Carl Herrmann
- Carl Morrison
- Carlo Gambacorti-Passerini
- Carlos Caldas
- Carlos D Bustamante
- Carlos López-Otín
- Carlota Rubio-Perez
- Carmen Gomez
- Carolien H M van Deurzen
- Carolyn M Hutter
- Carolyn M Hutter
- Carrie Cibulskis
- Caterina Vicentini
- Catherine A Shang
- Catherine D Moser
- Catherine J Kennedy
- Catrina C Fronick
- Chad J Creighton
- Chandra Sekhar Pedamallu
- Chang Li
- Charles David Imbusch
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- Charles Saller
- Charles Short
- Charlie E Massie
- Chawalit Pairojkul
- Chen Hong
- Chen Ye
- Cheng-Zhong Zhang
- Chin-Lee Wu
- Chip Stewart
- Chip Stewart
- Chip Stewart
- Choon Kiat Ong
- Chris Lawerenz
- Chris Mitchell
- Chris Sander
- Christian von Mering
- Christiane Buchholz
- Christina K Yung
- Christina K Yung
- Christina Yau
- Christine A Iacobuzio-Donahue
- Christine Chomienne
- Christine Desmedt
- Christine P'ng
- Christof von Kalle
- Christoph Borst
- Christoph Plass
- Christopher A Miller
- Christopher Benz
- Christopher J Scarlett
- Christopher J Yoon
- Christopher K Wong
- Christopher M Lalansingh
- Christopher M Lalansingh
- Christopher Ogden
- Christopher S Foster
- Christopher Umbricht
- Christopher W Toon
- Christos Sotiriou
- Cindy Bell
- Cinzia Cantù
- Ciyue Shen
- Claes Wadelius
- Clare Verrill
- Clarissa Gerhauser
- Claudia Calabrese
- Claudio Bassi
- Claudio Luchini
- Claudiu Farcas
- Clemency Jolly
- Colin A Purdie
- Colin A Semple
- Colin C Collins
- Colin S Cooper
- Conrad R Leonard
- Constance H Li
- Corbin D Jones
- Craig Shriver
- Cristina López
- Cyriac Kandoth
- Cyril Fisher
- D Neil Hayes
- Dai-Ying Wu
- Daiming Fan
- Daisuke Komura
- Dale W Garsed
- Daniel A Leongamornlert
- Daniel Baumhoer
- Daniel Hübschmann
- Daniel J Turner
- Daniel J Weisenberger
- Daniel M Berney
- Daniel Rosebrock
- Daniel S Brewer
- Daniela S Gerhard
- Danielle Pasternack
- Darell Bigner
- Dariush Etemadmoghadam
- Darlene Lee
- Darrin F Taylor
- Dave Larson
- David A Wheeler
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- David C Wedge
- David Craft
- David D L Bowtell
- David E Neal
- David Haan
- David Haussler
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- David Hedley
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- David I Heiman
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- David J Van Den Berg
- David K Chang
- David K Miller
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- David Mutch
- David N Louis
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- Denis Yuen
- Denise Brooks
- Deniz Demircioğlu
- Dennis C Sgroi
- Dennis Karsch
- Dennis T Maglinte
- Dennis Wigle
- Derek W Wright
- Dianne E Chadwick
- Dido Lenze
- Dieter Kube
- Dieter Weichenhan
- Dilip D Giri
- Dimitri Livitz
- Dimitri Livitz
- Dimple Chakravarty
- Ding
- Dirk Schadendorf
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- Dong Guanlan
- Dongbing Liu
- Donghoon Lee
- Donghui Tan
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- Dorthe Grabau
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- Douglas F Easton
- Douglas Voet
- Duncan Beardsmore
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- Edward W Rowe
- Eigo Shimizu
- Ekta Khurana
- Elaine R Mardis
- Electron Kebebew
- Elena Piñeiro-Yáñez
- Elena Provenzano
- Elias Campo
- Elisabet Barrera
- Elisabetta Sereni
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- Elli Papaemmanuil
- Ellrott Kyle
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- Esther Rheinbay
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- Eunjung Alice Lee
- Eva G Alvarez
- Eva Hellstrom-Lindberg
- Ewan Birney
- F Germán Rodríguez-González
- Fabien C Lamaze
- Fabien Calvo
- Fabio C P Navarro
- Faiyaz Notta
- Fan Yang
- Fan Zhang
- Faraz Hach
- Faraz Hach
- Faridah Mbabaali
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- Felicity Newell
- Fenglin Liu
- Fernanda Amary
- Ferran Muiños
- Florian Markowetz
- Fouad Yousif
- Francesc Muyas
- Francesco Favero
- Francisco M De La Vega
- Francisco Sanchez-Vega
- Fraser R Duthie
- Fred Sweep
- Freddie C Hamdy
- Fruzsina Molnár-Gábor
- Fumie Hosoda
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- G Steven Bova
- Gad Getz
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- Gaetano Finocchiaro
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- German Ott
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- Gerstein Mark B
- Gert G Van den Eynden
- Getz Gad
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- Grace Tiao
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- Heidi Sofia
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- Hidenori Ojima
- Hidewaki Nakagawa
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- Hirofumi Rokutan
- Hirokazu Taniguchi
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- Hiroko Tanaka
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- Huanming Yang
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- Huy Q Dinh
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- Hyung-Lae Kim
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- Hyunghwan Kim
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- Ian Welch
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- Ignaty Leshchiner
- Ignaty Leshchiner
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- Jared T Simpson
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- Vincenzo Corbo
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- W Kimryn Rathmell
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- Wei Jiao
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- William Howat
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- Willie Yu
- Winghing Wong
- Wojciech Bazant
- Wolfgang Huber
- Wolfram Klapper
- Xavier Estivill
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- Xiao Xiao
- Xiaobo Li
- Xiaoping Su
- Xiaotong Li
- Xiaotong Yao
- Xing Hua
- Xingmin Liu
- Xinyue Li
- Xiuqing Zhang
- Xiuqing Zheng
- Xose S Puente
- Xuan Le
- Xuanping Zhang
- Xuemei Luo
- Xueqing Zou
- Yan Shi
- Yan Zhang
- Yang Wu
- Yang Yang
- Yann Joly
- Yanxun Xu
- Yao He
- Yasin Senbabaoglu
- Yassen Assenov
- Yasser Riazalhosseini
- Yasuhito Arai
- Yasushi Rino
- Yasushi Totoki
- Yeng Ang
- Yi Huang
- Yi Huang
- Yifei Men
- Yiling Lu
- Yilong Li
- Yingyan Yu
- Yiwen Chen
- Yogesh Kumar
- Yogesh Kumar
- Yoke-Eng Chiew
- Yong Hou
- Yong Zhou
- Yong-Jie Lu
- Yongzhan Nie
- Yosef E Maruvka
- Yosef E Maruvka
- Yoshiiku Kawakami
- Young Seok Ju
- Youngchoon Woo
- Youngil Koh
- Youngwook Kim
- Youyong Lu
- Yu Fan
- Yu Fan
- Yu Fan
- Yu-Jia Shiah
- Yuan Ji
- Yuan Yuan
- Yuichi Shiraishi
- Yulia Newton
- Yulia Rubanova
- Yumeng Wang
- Yupeng Cun
- Yussanne Ma
- Zachary Heins
- Zechen Chong
- Zechen Chong
- Zemin Zhang
- Zhaohong Chen
- Zhenggang Wu
- Zhenggang Wu
- Zhining Wang
- Zhongming Zhao
- Ziao Lin
- Zsofia Kote-Jarai
- Ólafur Andri Stefánsson
- Øystein Garred
- Publication venue
- Publication date
- 01/01/2020
- Field of study
The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) curated consensus somatic mutation calls using whole exome sequencing (WES) and whole genome sequencing (WGS), respectively. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2,658 cancers across 38 tumour types, we compare WES and WGS side-by-side from 746 TCGA samples, finding that ~80% of mutations overlap in covered exonic regions. We estimate that low variant allele fraction (VAF < 15%) and clonal heterogeneity contribute up to 68% of private WGS mutations and 71% of private WES mutations. We observe that ~30% of private WGS mutations trace to mutations identified by a single variant caller in WES consensus efforts. WGS captures both ~50% more variation in exonic regions and un-observed mutations in loci with variable GC-content. Together, our analysis highlights technological divergences between two reproducible somatic variant detection efforts.The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) curated consensus somatic mutation calls using whole exome sequencing (WES) and whole genome sequencing (WGS), respectively. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2,658 cancers across 38 tumour types, we compare WES and WGS side-by-side from 746 TCGA samples, finding that -80% of mutations overlap in covered exonic regions. We estimate that low variant allele fraction (VAFPeer reviewe
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
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- van de Water Richard
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- Waldron Abigail
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- Wang L.
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- Wang Y.
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- Wawrowska Klaudia
- Weatherly Pierce
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- Weber Michele
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- 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
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- Balashov Nikita
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- Barkhouse Wayne
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- Bechetoille Edouard
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- Blazey Gerald
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- de Bonis Isabelle
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- de Jong Paul
- de la Torre Andres
- de Leo Veronica
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- de Roeck Albert
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- Ding Pengfei
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- Dwyer Daniel A.
- Dyshkant Alexandre S.
- Díaz Felix
- Eads Michael
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- Ewart Erin
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- Herner Kenneth
- Hewes V.
- Hilgenberg Christopher
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- Himmel Alexander
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- Lehnert Ralf
- Leigui de Oliveira M.A.
- Leitner Matthaeus
- Lepin L.M.
- Li Shirley W.
- Li Yichen
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- Losecco John M.
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- Shaevitz Michael H.
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- Trevor Jason
- Trilov Stoyan
- Trzaska Wladyslaw
- Tsai Yu-Dai
- Tsai Yun-Tse
- Tsamalaidze Zviadi
- 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
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
Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora
- 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
- Ali-Mohammadzadeh Behnam
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- 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 Lara Victor
- Ayala-Torres Marco Alberto
- Ayalatorres M.
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker Gary 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 Cecilia
- Bazo Alba José Luis
- Bazo J.L.
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Belchior Batista das Chagas Ewerton
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- 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
- Bhardwaj Akhil
- Bhatnagar Vipin
- Bhattacharjee Maharnab
- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
- Biassoni Matteo
- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor de Maria
- Blazey Gerald C.
- 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
- Bremer Johan
- Brew Christopher
- Brice Stephen
- Brizzolari Claudia
- Bromberg Carl
- Brooke Jim
- Bross Alan
- Brunetti Giulia
- Brunetti Maria
- Buchanan Norman
- Budd Howard
- Butorov Ilia
- Cagnoli Irene
- Cai Tejin
- Caiulo Davide
- Calabrese Roberto
- Calafiura Paolo
- Calcutt Jacob
- Calin Marius
- Calvez Steven
- Calvo Enrique
- Caminata Alessio
- Campos Benitez Axel
- Caratelli David
- Carber Daniel
- Carceller Juan Miguel
- Carini Gabriella
- Carlus Bruno
- Carneiro Mateus
- Carniti Paolo
- Caro Terrazas Ivan
- Carranza Hector
- Carroll Thomas
- Castaño Forero Javier
- Castillo Andrés
- Castromonte Cesar
- Catano-Mur Erika
- Cattadori Carla
- Cavalier Fabien
- Cavallaro Giuseppe
- Cavanna Flavio
- Centro Sandro
- Cerati Giuseppe
- Cervelli Alberto
- Cervera Villanueva Anselmo
- Chalifour Michel
- Chappell Andrew
- Chardonnet Etienne
- Charitonidis Nikolas
- Chatterjee Animesh
- Chattopadhyay Subhasish
- Chavarry Neyra Michael Steve
- 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
- Cho Kihyeon
- Choate Sarah
- Chokheli David
- Chong Pooi
- 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
- Colton Nicole
- Conley Erin
- Conley Robert
- Conrad Janet M.
- Convery Mark
- Copello Simone
- Cova Paolo
- Cremaldi Lucien
- Cremonesi Linda
- Crespo-Anadón José
- Crisler Michael
- Cristaldo Esteban
- Crnkovic Jason
- Cross Ryan
- Cudd Andrew
- Cuesta Clara
- Cui Yanou
- Cussans David
- da Motta Helio
- da Silva Peres Leonardo
- Dai Joel
- Dalager Olivia
- David Claire
- David Quentin
- Davies Gavin
- Davini Stefano
- Dawson Jaime
- de Bonis Isabelle
- de Gouvea Andre
- de Holanda Pedro
- de Icaza Astiz Iker
- de Jong Paul
- de Leo Veronica
- de Lurgio Patrick
- de Mello Neto Joao
- de Roeck Albert
- de Romeri Valentina
- de Souza Greg
- De I.
- De Kaushik
- De P.
- De P.C.
- De Shruti
- De V.
- Debbins Paul
- Decowski M. Patrick
- Deisting Alexander
- Delbart Alain
- Delepine David
- Delgado Maritza
- Dell'Acqua Andrea
- Delmonte Nicola
- Demuth David
- Dennis Steve
- Densham Chris
- Deptuch Grzegorz
- Devi Ritu
- Dharmapalan Ranjan
- Di Capua Francesco
- Di Domenico Antonio
- Di Domizio Sergio
- Di Giulio Letizia
- Di Noto Lea
- Di A.
- Dias Marco
- Diaz Jorge S.
- Ding Pengfei
- Dirkx Glenn
- Distefano Carla
- Diurba Richard
- Diwan Milind
- Djurcic Zelimir
- Doering Dionisio
- Dolan Stephen
- Dolek Furkan
- Dolinski Michelle J.
- Domine Laura
- Donon Yann
- Douglas Daniel
- Dragone Angelo
- Drake Gary
- Drielsma Francois
- Duarte Laura Cristina
- Duchesneau Dominique
- Duffy Kirsty
- 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
- Emery Sandrine
- Englezos Panagiotis
- Ereditato Antonio
- Erjavec Tyler
- Escobar Carlos O.
- Escudero Sanchez Lorena
- Eurin Guillaume
- Evans Justin
- Ewart Erin
- Ezeribe Anthony
- Fahey Kevin
- Fajardo L.S. Gomez
- Falcone Andrea
- Fani Mattia
- Farnese Christian
- Farzan Yasaman
- Fedoseev Dmitry
- Felix Julian
- Feng Yue
- Fernandez Menendez Pablo
- Fernandez-Martinez Enrique
- Ferraro Federico
- Fields Laura
- Filip Peter
- Filthaut Frank
- Fine Robert
- Fiorillo Giuliana
- Fiorini Massimiliano
- Fischer Vincent
- Fitzpatrick Rory
- Flanagan Will
- Fleming Bonnie
- Flight Robert
- Fogarty Sam
- Foreman Will
- Fowler Jack
- Fox Walt
- Franc Jiri
- Francis Kurt
- Franco Domenico
- Freeman John
- Freestone Julian
- Fried Jack
- Friedland Alex
- Fuess Stu
- Furic Ivan
- Furman Krzysztof
- Furmanski Andrew
- Gabrielli Alessandro
- Gago A.M.
- Gallagher Hugh
- Gallas Alexandre
- Gallego-Ros Ana
- Gallegoros A.
- Gallice Niccolo
- Galymov Vyacheslav
- Gamberini Enrico
- Gamble Trevor
- Ganacim Francisco
- Gandhi Raj
- Ganguly Sudeshna
- Gao Fan
- Gao Shanshan
- Garcia-Gamez Diego
- García- M.A.
- García-Peris Miguel
- Gardiner Steven
- Gastler Dan
- 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
- Girerd Claude
- Giri Anjan Kumar
- Gnani Dario
- Gogota Olga
- Gold Michael
- Gollapinni Sowjanya
- Gollwitzer Keith
- Gomes Ricardo
- Gomez Bermeo Laura Vanessa
- Gomez L.
- Gonnella Francesco
- Gonzalez-Diaz Diego
- Gonzalez-Lopez Manuel
- González Caamaño David
- González D.
- Goodman Maury
- Goodwin Owen
- Goswami Srubabati
- Gotti Claudio
- Goudzovski Evgueni
- Grace Carl
- Gran Rik
- Granados Everardo
- Granger Pierre
- Grant Christopher
- Gratieri Diego
- Green Patrick
- Green Steven
- Greenberg Stephen
- Greenler Leland
- Greer Joel
- Grenard Jean-Louis
- Griffith Clark
- Groh Micah
- Grudzinski James
- 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
- Hahn Alan
- Haiston James
- Hamacher-Baumann Philip
- Hamacherbaumann P.
- 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 Jeremy
- Hilgenberg Christopher
- Hill Tony
- Hillier Stephen
- Himmel Alexander
- Hinkle Elise
- Hirsch Luciana
- Ho Johnny
- Hoff James
- Holin Anna
- Hoppe Eric
- Horton-Smith Glenn
- Hostert Matheus
- Hourlier Adrien
- Howard Bruce
- Howell Ryan
- Hristova Ivana
- Hronek Maxine
- Huang Junying
- Hulcher Zachary
- Iles Gregory
- Ilic Nikolina
- Iliescu Antoniu
- Illingworth Robert
- Ingratta Gianfranco
- Ioannisian Ara
- Irwin Burke
- Isenhower Larry
- 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
- Jiménez Sergio
- Jipa Alexandru
- Joaquim Filipe
- Johnson Walker
- Johnston Nicholas
- Jones Benjamin
- Judah Matthew
- Jung Chang Kee
- Junk Thomas
- Jwa Yeon-Jae
- Kabirnezhad Monireh
- Kaboth Asher
- Kadenko Igor
- Kakorin Igor
- Kalitkina Anastasia
- Kalra Daisy
- Kamiya Felipe
- Kaplan Daniel
- Karagiorgi Georgia
- Karaman Gurkan
- Karcher Armin
- Karolak Mark
- Karyotakis Yannis
- Kasai Seiji
- Kasetti Siva
- Kashur Lane
- 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
- Klustova Anezka
- Kobilarcik Thomas
- Koehler Kevin
- Koerner Lisa
- Koh D.H.
- Kohn Sam
- Koller Patrick
- Kolupaeva Liudmila
- Korablev Denis
- Kordosky Mike
- Kosc Thomas
- Kose Umut
- Kostelecky V. Alan
- Kothekar Kunal
- Kralik Robert
- Kreczko Luke
- Krennrich Frank
- Kreslo Igor
- Kropp William
- Kroupova Tereza
- Kubota Shion
- 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
- Larkin Jacob
- Lasorak Pierre
- Last David
- Laundrie Andy
- Laurenti Giuliano
- Lawrence Andrew
- Lazanu Ionel
- Lazur Ryan
- Lazzaroni Massimo
- Le Trung
- Leardini Sara
- Learned John
- Lebrun Patrice
- Lecompte Thomas
- Lee Claire
- Lee Soo Yeon
- Lehmann Miotto Giovanna
- Lehnert Ralf
- Leigui de Oliveira M.A.
- Leitner Matthaeus
- Lepin Luis
- Li Shirley W.
- Li Yichen
- Liao Heng-Ye
- Lin Cheng-Ju Stephen
- Lin Qing
- 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
- Lu Xianguo
- Luk Kam-Biu
- Lunday Benjamin
- Luo Xiao
- Luppi Eleonora
- Lux Thorsten
- Luzio Vitor
- Maalmi Jihane
- Macfarlane David
- Machado Ana Amelia
- Machado Pedro
- Macias Christopher Thomas
- Macier Jolie R.
- Maddalena Antonello
- Madera Alfonso
- Madigan Peter
- Magill Steve
- Mahn Kendall
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- Major Adryanna
- Maloney James
- Mandrioli Gianni
- Mandujano Roberto
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- Manolopoulos Konstantinos
- Manrique Plata Maria
- Manyam Venkata
- Marchan Miquel
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- Marciano William
- Marfatia Danny
- Mariani Camillo
- Maricic Jelena
- Marie Rodolphe
- Marinho Franciole
- Marino Alysia
- Markiewicz Thomas
- Marsden David
- Marshak Marvin
- Marshall Chris
- Marshall John
- Marteau Jacques
- Martinez Caicedo David
- Martinez Norman
- Martynenko Sergey
- Martín-Albo Justo
- Martínez Miravé Pablo
- Mascagna Valerio
- Mason Katie
- Mastbaum Andrew
- Matichard Fabrice
- Matsuno Shigenobu
- Matthews James
- Mauger Christopher
- Mauri Nicoletta
- Mavrokoridis Konstantinos
- Mawby Isobel
- Mazza Roberto
- Mazzacane Anna
- Mazzucato Edoardo
- Mcaskill Tracy
- Mccluskey Elaine
- Mcconkey Nicola
- Mcfarland Kevin
- Mcgrew Clark
- Mcnab Andrew
- Mefodiev Alexander
- Mehta Poonam
- Melas Pantelis
- Mena Olga
- Mendez Hector
- Mendez Patricia
- Menegolli A.
- Meng Guang
- Messier Mark
- Metcalf William
- Mewes Matthew
- Meyer Holger
- Miao Ting
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- Mikola Veera
- Milincic Radovan
- Miller Graham
- Miller William
- Mills Joshua
- Mineev Oleg
- Minotti Alessandro
- Miranda Omar
- Miryala Sandeep
- Mishra C. Shekhar
- Mishra Sanjib R.
- Mislivec Aaron
- Mitchell Mote
- Mladenov Dimitar
- Mocioiu Irina
- Moffat Kristian
- Moggi Niccolo
- Mohanta Rukmani
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- Mokhov Nikolai
- Molina Bueno Laura
- Molina Jorge
- Montagna Elisabetta
- Montanari Alessandro
- Montanari Claudio
- Montanari David
- Montanino Daniele
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- Moon Seok Ho
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- Morris Casandra
- Mossey Chris
- Mote Mitchell
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- Mu Wei
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- Mueller Justin
- Muether Mathew
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- Muramatsu Hajime
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- Murphy Sebastien
- Musser Jim
- Méndez Diana
- Nachtman Jane
- Nagai Yoshikazu
- Nagu Srishti
- Nalbandyan Mikayel
- Nandakumar Raja
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- Narita Shinya
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- Newbold David
- Newcomer Mitch
- Newton Hannah
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- Nicolas-Arnaldos Francisco
- Nikolica Adrian
- Niner Evan
- Nishimura Kurtis
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- Norrick Anne
- Northrop Rich
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- Nowak Jaroslaw
- Oberling Michael
- Ochoa-Ricoux Juan Pedro
- Olivier Andrew
- Olshevskiy Alexander
- Onel Yasar
- Onishchuk Yuriy
- Ott Jordan
- Pagani Luca
- Palacio Guillermo
- Palamara Ornella
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- Paley Jonathan
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- Pantic Emilija
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- Papanestis Antonis
- Paramesvaran Sudarshan
- Parke Stephen
- Parozzi Elisabetta
- Parsa Zohreh
- Parvu Mihaela
- Pascoli Silvia
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- Patrizii Laura
- Patterson Ryan
- Patton Simon John
- Patzak Thomas
- Paudel Ajib
- Paulos Bob
- Paulucci Laura
- Pavlovic Zarko
- Pawloski Greg
- Payne David
- Pec Viktor
- Peeters Simon
- Pena Perez Aldo
- Pennacchio Elisabetta
- Penzo Aldo
- Peres Orlando
- Perry James
- Pershey Daniel
- Pessina Gianluigi
- Petrillo Gianluca
- Petta Catia
- Petti Roberto
- Pia Valerio
- Piastra Francesco
- Pickering Luke
- Pietropaolo Francesco
- Pimentel Vinicius
- Pinaroli Giovanni
- Plows Komninos-John
- Plunkett Robert
- Pompa Federica
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- Porzio Salvatore Davide
- Potekhin Maxim
- Potenza Renato
- Potukuchi Baba
- Pozimski Juergen
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- Prakash Suprabh
- Prakash Tarun
- Prest Michela
- Prince Sebastien
- Psihas Fernanda
- Pugnere Denis
- Qian Xin
- Raaf Jennifer L.
- Radeka Veljko
- Rademacker Jonas
- Radics Balint
- Rafique Aleena
- Raguzin Eric
- Rai Mousam
- Rajaoalisoa Miriama
- Rakhno Igor
- Rakotonandrasana Andrianjafy Michaël
- Rakotondravohitra Laza
- Rameika Regina
- Ramirez Delgado Manuel Alejandro
- Ramson Bryan
- Rappoldi A.
- Raselli G.L.
- Ratoff Peter
- Raut Sanil
- Razafinime Herilala
- Razakamiandra Rado Fanantenana
- Rea Eran
- Real Jean-Sebastien
- Rebel Brian
- Rechenmacher Ronald
- Reggiani-Guzzo Marina
- Reichenbacher Juergen
- Reitzner S.D.
- Rejeb Sfar Haifa
- Renshaw Andrew
- Rescia Sergio
- Resnati Filippo
- Ribas Marlos
- Riboldi Stefano
- Riccio Ciro
- Riccobene Giorgio
- Rice Logan
- Ricol Jean-Stephane
- Rigamonti Alberto
- Rigaut Yann-Axel
- Rincón Edgar
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- Warburton Karl
- Warner David
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- Watson Alan
- Wawrowska Klaudia
- Weatherly Pierce
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- Weber Michele
- Wei Hanyu
- Weinstein Amanda
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- Wetstein Matthew
- White Andy
- Whitehead Leigh
- Whittington Denver
- Wilking Michael
- Wilkinson Alexander
- Wilkinson Callum
- Williams Zachary
- Wilson Fergus
- Wilson Robert
- Wisniewski William
- Wolcott Jeremy
- Wongjirad Taritree
- Wood Anthony
- Wood Kevin
- Worcester Elizabeth
- Worcester Matthew
- Wresilo Karolina
- Wret Clarence
- Wu Wanwei
- Wu Wenjie
- Xiao Yiwen
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu Bo
- Yu Haiwang
- Yu Hongzhao
- 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
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 18/07/2022
- Field of study
International audienceThe Pandora Software Development Kit and algorithm libraries provide pattern-recognition logic essential to the reconstruction of particle interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at ProtoDUNE-SP, a prototype for the Deep Underground Neutrino Experiment far detector. ProtoDUNE-SP, located at CERN, is exposed to a charged-particle test beam. This paper gives an overview of the Pandora reconstruction algorithms and how they have been tailored for use at ProtoDUNE-SP. In complex events with numerous cosmic-ray and beam background particles, the simulated reconstruction and identification efficiency for triggered test-beam particles is above 80% for the majority of particle type and beam momentum combinations. Specifically, simulated 1 GeV/c charged pions and protons are correctly reconstructed and identified with efficiencies of 86.1±0.6% and 84.1±0.6%, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation
Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora
- 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
- Ali-Mohammadzadeh Behnam
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- 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 Lara Victor
- Ayala-Torres Marco Alberto
- Ayalatorres M.
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker Gary 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 Cecilia
- Bazo Alba José Luis
- Bazo J.L.
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Belchior Batista das Chagas Ewerton
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
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- Bezerra Thiago
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- Bhattarai Devesh
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- Bhuyan Bipul
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- Bian Jianming
- Biassoni Matteo
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- Bilki Burak
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- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor de Maria
- Blazey Gerald C.
- Blucher Edward
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
- Bonilla-Diaz Cesar
- Bonini Filiberto
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- Catano-Mur Erika
- Cattadori Carla
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- Centro Sandro
- Cerati Giuseppe
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- Chatterjee Animesh
- Chattopadhyay Subhasish
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- da Motta Helio
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- de Souza Greg
- De I.
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- Debbins Paul
- Decowski M. Patrick
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- Di Domenico Antonio
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- Diaz Jorge S.
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- Evans Justin
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- Fajardo L.S. Gomez
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- Farzan Yasaman
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- Furmanski Andrew
- Gabrielli Alessandro
- Gago A.M.
- Gallagher Hugh
- Gallas Alexandre
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- Gallegoros A.
- Gallice Niccolo
- Galymov Vyacheslav
- Gamberini Enrico
- Gamble Trevor
- Ganacim Francisco
- Gandhi Raj
- Ganguly Sudeshna
- Gao Fan
- Gao Shanshan
- Garcia-Gamez Diego
- García- M.A.
- García-Peris Miguel
- Gardiner Steven
- Gastler Dan
- Gauvreau Jean-Luc
- Gauzzi Paolo
- Ge Guanqun
- Geffroy Nicolas
- Gelli Bruno
- Gendotti Adamo
- Gent Stephen
- Ghorbani-Moghaddam Zahra
- Giammaria Paola
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- Gibin Daniele
- Gil-Botella Ines
- Gilligan Sean
- Girerd Claude
- Giri Anjan Kumar
- Gnani Dario
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- Gollwitzer Keith
- Gomes Ricardo
- Gomez Bermeo Laura Vanessa
- Gomez L.
- Gonnella Francesco
- Gonzalez-Diaz Diego
- Gonzalez-Lopez Manuel
- González Caamaño David
- González D.
- Goodman Maury
- Goodwin Owen
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- Gupta Vikas
- Guthikonda K.K.
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- Hernandez Morquecho Miguel Angel
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- Huang Junying
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- Ilic Nikolina
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- Illingworth Robert
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- Wu Wenjie
- Xiao Yiwen
- Yaeggy Barbara
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- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
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- Young Tim
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- Yu Jae
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- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
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- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 18/07/2022
- Field of study
International audienceThe Pandora Software Development Kit and algorithm libraries provide pattern-recognition logic essential to the reconstruction of particle interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at ProtoDUNE-SP, a prototype for the Deep Underground Neutrino Experiment far detector. ProtoDUNE-SP, located at CERN, is exposed to a charged-particle test beam. This paper gives an overview of the Pandora reconstruction algorithms and how they have been tailored for use at ProtoDUNE-SP. In complex events with numerous cosmic-ray and beam background particles, the simulated reconstruction and identification efficiency for triggered test-beam particles is above 80% for the majority of particle type and beam momentum combinations. Specifically, simulated 1 GeV/c charged pions and protons are correctly reconstructed and identified with efficiencies of 86.1±0.6% and 84.1±0.6%, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation