8 research outputs found
Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: Evaluation in Alzheimer's disease
- Author
- Anja Schneider
- Annika Spottke
- Birgit Ertl-Wagner
- Björn H. Schott
- Boris Rauchmann
- Christoph Laske
- Coraline D. Metzger
- Daniel Cantré
- Daniel Janowitz
- Deniz B. Keles
- Eike J. Spruth
- Emrah DĂŒzel
- for the ADNI AIBL, DELCODE study groups
- Frank Jessen
- Franziska Maier
- Frederic Brosseron
- Ingo Kilimann
- Jens Wiltfang
- John-Dylan Haynes
- Josef Priller
- Katharina Buerger
- Klaus Fliessbach
- Klaus Scheffler
- Laura Dobisch
- Lukas Preis
- Marc-André Weber
- Martin Dyrba
- Matthias H. Munk
- Michael Ewers
- Michael T. Heneka
- Michael Wagner
- Moritz Hanzig
- Nina Roy
- Oliver Peters
- Peter Dechent
- Robert Perneczky
- Sebastian Bader
- Slawek Altenstein
- Stefan J. Teipel
- Tommaso Ballarini
- Wenzel Glanz
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2021
- Field of study
Background: Although convolutional neural networks (CNN) achieve high
diagnostic accuracy for detecting Alzheimer's disease (AD) dementia based on
magnetic resonance imaging (MRI) scans, they are not yet applied in clinical
routine. One important reason for this is a lack of model comprehensibility.
Recently developed visualization methods for deriving CNN relevance maps may
help to fill this gap. We investigated whether models with higher accuracy also
rely more on discriminative brain regions predefined by prior knowledge.
Methods: We trained a CNN for the detection of AD in N=663 T1-weighted MRI
scans of patients with dementia and amnestic mild cognitive impairment (MCI)
and verified the accuracy of the models via cross-validation and in three
independent samples including N=1655 cases. We evaluated the association of
relevance scores and hippocampus volume to validate the clinical utility of
this approach. To improve model comprehensibility, we implemented an
interactive visualization of 3D CNN relevance maps.
Results: Across three independent datasets, group separation showed high
accuracy for AD dementia vs. controls (AUCâ„0.92) and moderate accuracy for
MCI vs. controls (AUCâ0.75). Relevance maps indicated that hippocampal
atrophy was considered as the most informative factor for AD detection, with
additional contributions from atrophy in other cortical and subcortical
regions. Relevance scores within the hippocampus were highly correlated with
hippocampal volumes (Pearson's râ-0.86, p<0.001).
Conclusion: The relevance maps highlighted atrophy in regions that we had
hypothesized a priori. This strengthens the comprehensibility of the CNN
models, which were trained in a purely data-driven manner based on the scans
and diagnosis labels.Comment: 24 pages, 9 figures/tables, supplementary material, source code
available on GitHu
Improving electrochemical performance of tin-based anodes formed via oblique angle deposition method
- Author
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- Field of study
Long term follow-up of hyperimmunoglobulin M syndrome cases
- Author
- Publication venue
- Publication date
- 01/01/2010
- Field of study
Objective: Hyperimmunoglobulin M (HIGM) syndromes are primary immunodeficiencies characterized by normal or elevated serum IgM levels with decreased levels of other immunoglobulin isotypes. Over the past decade rapid progress has been made in the molecular and genetic basis of HIGM and five distinct subgroups have been described
Fabrication of nickel manganese cobalt oxide (NMCO) anodes for lithium-ion batteries via hydrothermal process
- Author
- B Li
- B. Deniz Karahan
- D Cai
- D McNulty
- DJ Yua
- E Umeshbabu
- F Zheng
- G Rajeshkhanna
- H Rong
- I Buchberger
- J Jiang
- J Liu
- J Maier
- J Pu
- J Yang
- JF Li
- K Song
- L Cheng
- L He
- L Hu
- L Li
- L Li
- L Wu
- L Yao
- M Kundu
- M Liu
- MH Razali
- MT Saray
- Ozgul Keles
- P Poizot
- P Venkateswarlu
- Q Ren
- QF Wang
- R Jin
- Reyhan Solmaz
- T Li
- W Xiao
- X Wu
- X Wu
- X Yan
- Y Chen
- Y Wang
- Y Xiang
- Y Zhang
- Z Wang
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- Field of study
A New Hypothesis about Neuronal Degeneration Appeared after a Rat Model of Menopause
- Author
- Adams MM
- Adams MM
- Antar LN
- Behl C
- Bi R
- Blalock EM
- Blurton-Jones MM
- Bowman RE
- Bunyami Unal
- Burger C
- Chen S
- Chin LS
- Deniz Unal
- Dong C
- Dubal DB
- Elif Oral
- Foy MR
- Freedman MA
- Garay L
- Garcia-Segura LM
- German DC
- Giannakakou P
- Gibbs RB
- Hao J
- Kipp M
- Kipp M
- Leranth C
- Luine VN
- Malberg JE
- Malyala A
- Manavathi B
- McEwen BS
- Mehra RD
- Nappi RE
- Osman N. Keles
- Ramirez VD
- Roczniak-Ferguson A
- Rune GM
- Saravia FE
- Sato K
- Singh M
- Suthers K
- Takuma K
- Towart LA
- Woods NF
- Woolley CS
- Yildirim M
- Zapantis G
- Zekai Halici
- Zuhal Altunkaynak
- Publication venue
- 'S. Karger AG'
- Publication date
- 01/01/2012
- Field of study
Nanocolumnar Structured Porous Cu-Sn Thin Film as Anode Material for Lithium-Ion Batteries
- Author
- Ali Abouimrane
- Bazin L.
- Benedek R.
- Besenhard J. O.
- Besenhard J. O.
- Besenhard J. O.
- Chen J.
- Chen Y. C.
- Chiu K. F.
- Choi W.
- Deng D.
- Deniz B. Polat
- Hu R. Z.
- Hu R. Z.
- Jensen M. O.
- Jun Lu
- Kamali A. R.
- Karabacak T.
- Kepler K. D.
- Kepler K. D.
- Khalil Amine
- Kumar T. P.
- Li J.
- Lindsay M. J.
- Naille S.
- Nguyen C.
- Nie M.
- Ozgul Keles
- Park J. W.
- Pu W.
- Robbie K.
- Shieh D. T.
- Thacheray M. M.
- Tian M.
- Wachtler M.
- Wang F.
- Wang J.
- Wolfenstine J.
- Xia Y.
- Xue L.
- Publication venue
- 'American Chemical Society (ACS)'
- Publication date
- Field of study
Poster presentations.
- Author
- Abarghoeai Parviz Rayegan
- Abarghoeai Parviz Raygan
- Abarghoeai Roozbeh Rayegan
- Abbasi Hamed
- Abolidokht A
- Acar Halil Ibrahim
- Acar Tolgahan
- Acer Niyazi
- Acikel Cengiz
- Adiguzel Esat
- Afshar Mohammad
- Aghaee Fereshteh
- Ahi Mohammad
- Ahmadpoor Mahmood Erfanian
- Ai Jafar
- Aikaterini Vassiliki Kouki
- Akbari Asghar
- Akbay Emrah
- Akcanal Betul
- Akcer Sezer
- Akdogan Ilgaz
- Akkaya Muzaffer
- Akkaya Taylan
- Akkin Salih Murat
- Akkin Salin Murat
- Akkus Murat
- Akpinar Burhan
- Aksakalli Elif
- Aksu Funda
- Aktan Ikiz Z Asli
- Aktas Ayfer
- Akyer Pinar
- Alanbay Ibrahim
- Aland Rachel Claire
- Alavi S Hasan
- Alavi S Hassan
- Albay Soner
- Albayrak Nural
- Alboghobeish Naeim
- Alemdar Murat
- Alicioglu Banu
- Alkoc Ozan
- Alkoc Ozan Alper
- Allahvaisi Ozra
- Almiron Carina
- AlmirĂłn Carina
- Alsaffar Raith
- Alshammary Hussien
- Altun Idris
- Altun Serdar
- Altunkaynak B Zuhal
- Aluclu Mehmet Ufuk
- Aluclu Ufuk
- Amani A
- Amani Zahra
- Amini Abdollah
- Amirsam Banino
- Anagnostopoulou Sophia
- Anastasiou Aikaterini
- Arazi Mehmet
- Ari Ilknur
- Arifoglu Yasin
- Arman Candan
- ArrĂĄez-Aybar L A
- Arslan Seda
- Asalgoo Sara
- Asgari Alireza
- Ashrafi Ali Reza
- Ashrafi Alireza
- Ashrafi H R
- Ashwood Neil
- Astaneh Mohammad Ebrahim
- Atac Aytul
- Atlasi Mohammad Ali
- Atli Yalcin
- Audenaert Emmanuel
- Ayala Inacio
- Ayas Bulent
- Ayaz Ercan
- Aycan Kenan
- Aycan Ozlem
- Aycicek Abdullah
- Aydin Mennan Ece
- Ayhan Egemen
- Azarhosh Ramin
- Azizi Hasan
- Baca Vaclav
- Bacakoglu Kadir
- Bademkiran Fikret
- Bagdatli Dilek
- Bagriyanik Husnu Alper
- Bahadori Mohammad Hadi
- Bahceci Selen
- Bahmanpour Soghra
- Bakhshayesh Masoomeh
- Bakhtiari Mehrdad
- Bakhtiary Mehrdad
- Bakirci Sinan
- Balajadeh Babak Kabiri
- Balikci Nilgun
- Balioglu Mehmet Bulent
- Bamac Belgin
- Baqer Zohreh
- Baran Ozlem
- Baran Ozlem Pamukcu
- Barlas Barcin Orhan
- Baroncini Marc
- Barut Cagatay
- Bas Orhan
- Baskan Emel Bulbul
- Basman Deniz
- Bayat Mohamad
- Bayram Sule Biyik
- Bayramoglu Alp
- Bayramoglu Aysegul
- Bayramoglu Gokhan
- Beden Umit
- Bedi Kuldip
- Benninger Brion
- Berjis Nezamedin
- Bideskan Ali Reza Ebrahimzadeh
- Biegaj Ewa
- Bilge Nuray
- Bilgin M Dincer
- Bilgin Murat
- Boka Sarmite
- Bolekova Adriana
- Bordei Petru
- Boroujeni Mandana Beigi
- Bozkurt Mehmet Cem
- Bozkus Ferdi Sefa
- Bulbuc Ionut
- Burukoglu Dilek
- Buyukmumcu Mustafa
- Caglar Veli
- Caglayan Cigdem
- Cagli Sedat
- Cakmak Yusuf Ozgur
- Calka Jaroslaw
- Campos-LĂłpez RaĂșl
- Can Mehmet Ali
- Canbek Mediha
- Cankara Neslihan
- Castro Gabriela
- Cavdar Safiye
- Cech Pavel
- Celbis Osman
- Celebi Baris
- Celik Fahrettin
- Celik H Hamdi
- Celikoz Bahattin
- Cetin Nil
- Cevli Salih Cenap
- Chachulska Agata
- Chegini Hamidreza
- Chiba Shoji
- Chmelova Jana
- Choi Hyun-Gon
- Choi Jong-Hoon
- Cicekcibasi Aynur Emine
- Cicekcibasi Emine Aynur
- Ciftci Nusret
- Ciftcioglu Engin
- Cilingiroglu Serpil
- Cimen Mehmet
- Ciobotaru Camelia
- Ciralik Harun
- Cirillo Angela
- Clemente Alberto
- Climent Maria
- Climent Salvador
- Colak Enis
- Colak Tuncay
- Colakoglu Neriman
- Comert Ayhan
- Conejo-Menor J L
- Corumlu Ufuk
- Cosar Emine
- Coskun Nigar Keles
- Covaleov Anatoli
- Crisostomo VerĂłnica
- Cupka Tomas
- D'Herde Katharina
- Dabak Durrin Ozlem
- Dabiri Shahriar
- Dabiri Shahryar
- Dalcik Cannur
- Dalili Naser
- Damar Ozlem
- Das Srijit
- Dashti Golamreza
- Davari Mohammad Hossein
- De Caro Raffaele
- De la Garza Castro Oscar
- Decuadro German
- Degirmenci Irfan
- Deilami Masood
- Demir Bunyamin
- Demir Mehmet
- Demir Mehmet T
- Demir Mehmet Tevfik
- Demirant Ayda
- Demirci Serafettin
- Demirci Tuba
- Demirtas Abdullah
- Demiryurek Deniz
- Denk C Cem
- Desdicioglu Kadir
- Dikici Fatih
- Dimitrova Mashenka
- Dina Constantin
- Dinc Gulten
- Dincer Ozgur
- Diramali Murat
- Doassans Ines
- Doassans Inés
- Dogan Kamil Hakan
- Dogan Zumrut
- Dokur Mehmet
- Douvetzemis Stergios
- Duman Serdar
- Duman Sunay
- Dundar Gulmine
- Dzupa Valer
- Ebrahimzadeh Alireza
- Edizer Mete
- Eftekhar Vaghefi Seyd Hasan
- Eftekhar Vaghefi Seyed Hasan
- Eftekhar Vaghefy Seyed Hasan
- Eftekharvaghefi Rana
- Eftekharvaghefi Seyed Hasan
- Ekinci Nihat
- Elcioglu Omur
- Elevli Levent
- Elhan Alaittin
- Elian Amir Hossein
- Elyasi Leila
- Emlik Dilek
- Enyedi Mihali
- Ercan Ilker
- Erdil F Hayat
- Erdinc Levent
- Erdinc Meral
- Erdogan Ali Riza
- Erdogan Aliriza
- Ergul Zafer
- Ergur Bekir Ugur
- Ergur Ipek
- Erkal Haldun Sukru
- Eroglu Esra
- Ertekin Cumhur
- Erturk Mete
- Eser Olcay
- Esfandiary Ebrahim
- Esmaeilpour Tahereh
- Esmer Ali Firat
- Estakhr Jasem
- Evcil E Hilal
- Evcil Emine Hilal
- Ezzatabadypour Massood
- Farjah Gholamhosseine
- Faroki Mohamad
- Fazel Ali Reza
- Fazeli Seyyed Amirhossein
- Fazliogullari Zeliha
- Fidan Mustafa
- Filipoiu Florin Mihail
- Fogg Quentin
- Francisco Margarida
- Francke Jean-Paul
- Freire Diego
- Gamsizkan Mehmet
- Garzon I
- Gayretli Ozcan
- Gedikli Semin
- Genc Abdurrahman
- Georgieva Lilia
- Ghaem Reza Montazer
- Ghafar Norzana
- Ghafari Soraya
- Ghalebi Seyed Razi
- Ghanadi M
- Gharravi Anneh Mohammad
- Gharravi Annen Mohammad
- Ghazi Seyed Reza
- Ghiasi Fateme
- Gholami Mohammad Reza
- Gil Francisco
- Gilanpour Hassan
- Ginus Partadiredja
- GirĂłn F
- Golalipoor Mohammad Jafar
- Golalipour Mohammad Jafar
- Golmohammadi Rahim
- Gomes Germano T
- Gonul Yucel
- GonzĂĄles-GĂłmez C C
- Gorgi Ali
- Gorji Ali
- Govsa Figen
- Greco Pietro
- Grill Robert
- Guirao Miguel
- Guirao-Piñeiro Miguel
- Gulati Adarsh K
- Gulati Nidhi K
- Gumus Cesur
- Gumus Haluk
- Gumus Serter
- Gumusalan Yakup
- Gunaslan Pervin
- Gunay Turkan
- Gundogmus Umit Naci
- Gunes Hakki
- Guney Ahmet
- Gurses Ilke Ali
- Gutierrez-Semillera M
- Guven Gul
- Guvencer Mustafa
- Habibi Aliasghar
- Hacialiogullari Mehtap
- Haghir Hosein
- Haghparast Elham
- Haida Munetaka
- Hainoglou Roxani
- Haktanir Alpay
- Halici Mehmet
- Hamedi Somayeh
- Hami Javad
- Han Seung-Ho
- Hancerlioglu Oguz
- Harma Ahmet
- Haruki Yasuo
- Hasanovic Aida
- Hasanzadeh Taheri Mohammad Mehdi
- Hassanzade Mohamad Mahdi
- Hassanzadeh Taheri Mohammad Mehdi
- Hatami Leili
- Hatipoglu Eyup Savas
- Havasi Masoumeh
- Hedley Gil
- Hekimoglu Emre
- Hlaing Khin Pa Pa
- Hnatek Lukas
- Hong Hee-Suk
- Horak Zdenek
- Hoseini Mahmood
- Hosseini Mahmood
- Hosseini Melina
- Hosseini Mohammad
- Hosseinipanah Seyed Mohammad
- Hosseinpoor Kanizreza
- Hu Kyung-Seok
- Hur Mi-Sun
- Hwang Eu-Na
- Icke Cigdem
- Icke Suleyman
- Icten Nihal
- Ikiz Ihsaniye Coskun
- Ilhan Necip
- Iliescu Dan
- Iliescu Madalina
- Imai Yutaka
- Imre Nurcan
- Incesu Lutfi
- Ionescu A
- Ionescu Constantin
- Is Merih
- Iyigun Omer
- Jaczewski Grzegorz
- Jafar-Kazemi Koroush
- Jafarpour Mokhtar
- Jafarpur Mokhtar
- Jafaryan Maryam
- Jahanshahi Mehrdad
- Jalali Mahdi
- Jamalpour Zahra
- Javad Hami
- Javadnia Fatemeh
- Javan Nima
- Jayakaran Flossie
- Jazi Homa Rasooli
- Jhand Poya
- Jissendi Patrice
- Jo-Osvatic Ana
- Joghataei Mohammad Taghi
- Joghataie Mohammad Taghi
- Jovevska Svetlana
- Jurkovik Dragica
- Kabay Sahin
- Kacar Dundar
- Kachap Mokhtar Jafarpoor
- Kachlik David
- Kacira Burkay Kutluhan
- Kafa Ilker Mustafa
- Kahraman Guler
- Kalaycioglu Ahmet
- Kalcioglu M Tayyar
- Kale Aysin
- Kamburoglu Kivanc
- Kaner Tuncay
- Kapitonova Marina Yurievna
- Kaplan Suleyman
- Kaplanoglu Iskender
- Kapolka Robert
- Kapur Eldan
- Kara Alev
- Kara Engin
- Karabulut Ahmet Kagan
- Karabulut Ozlen
- Karabulut Zulfu
- Karaca Omur
- Karacan Kezban
- Karadede Aziz
- Karagoz Huseyin
- Karakas Hakki Muammer
- Karakas Sacide
- Karakurt Lokman
- Karalezli Aylin
- Karapinar Nevin
- Karatosun VASFÄ° AKINCI
- Karimfar Mohammad Hassan
- Karimzade Fariba
- Kassim Normadiah
- Katebi Majid
- Kavak Vatan
- Kavakli Ahmet
- Kaya Ahmet Hilmi
- Kaya Oskay
- Kayalioglu Gulgun
- Kaygusuz Mehmet Akif
- Kazkayasi Mustafa
- Keles Bahar
- Kelle Ilker
- Kendir Simel
- Kerckaert Ingrid
- Kermanian Fatemeh
- Keshtkar Abbas Ali
- Khanlarkhani Neda
- Khazei Majid
- Kheck Michal
- Kheck Michal
- Khorshid Alireza
- Kilic Cenk
- Kilincoglu Volkan
- Kim Da-Hye
- Kim Deog-Im
- Kim Gyoo-Cheon
- Kim Hee-Jin
- Kim Ho-Jeong
- Kim Hyeon-Cheol
- Kim Hyun-Joo
- Kim Hyun-Ju
- Kim Soo-Young
- Kim Soon-Heum
- Kim Yi-Suk
- Kim Yoo-Ri
- Kiray Amac
- Kiray Muge
- Kiresi Demet
- Kirici Yalcin
- Kiroglu Yilmaz
- Kirpiko Oguz
- Kizilay Ferah
- Kluchova Darina
- Knize Jakub
- Koc Mustafa
- Kocabiyik Necdet
- Kocaoglu Murat
- Koebke JĂŒrgen
- Koh Ki-Seok
- Kohestani Hamid
- Kohestani Hamid Reza
- Koken Gulengul
- Kolcu Giray
- Kolesnik Adam
- Komurcu Mahmut
- Konarik Marek
- Konstantinidi Maria
- Koplay Mustafa
- Kopuz Cem
- Korkmaz Adnan
- Korkmaz Ozgur
- Korneeva Marina
- Korneti Kostandina
- Kosar Mehmet Ilkay
- Kose Evren
- Kose Hayrullah
- Kosif Rengin
- Koyuncu Esra
- Krasowska Aleksandra
- Krmek Nikola
- Krmek Vlado
- Kucukalic Abdulah
- Kulenovic Amela
- Kunicki Jacek
- Kurkcuoglu Ayla
- Kurklu Mustafa
- Kurt Hulyam
- Kurtoglu Zeliha
- Kurutas Ergul Belge
- Kus Ilter
- Kus Murat Abdulgani
- Kutlu Ali
- Kuvat Samet Vasfi
- Kwak Hyun-Ho
- Lasa Sebastian
- Latiff Azian
- Latifpour Mastafa
- Latorre Rafael
- Laza Sebastian
- Laza SebastiĂĄn
- Lazarova Dobrila
- Lee Jae-Gi
- Lee Jeong-Yong
- Lee Ju-Young
- Lee Kyu-Seok
- Leksan Igor
- Lopez Santos Guzman
- Lopez-Albors Octavio
- Lopez-Soler Miguel
- Losilla Sergio
- Loukas Marios
- Lovasova Kvetuse
- Lowy-Benoliel Alejandro
- Lucescu Viorel
- LĂłpez Santos GuzmĂĄn
- LĂłpez-Soler M
- Maatoq Israa
- Macchi Veronica
- Maghoul Shahin
- Mahmodi Abolghasem Amir
- Mahmoudian Alareza
- Mahmoudian Ali Reza
- Mahmoudian Alireza
- Mahzad-Sadaghiani Mehrzad
- Maiery Ardeshir
- Majewski Mariusz
- Majidi Masoud
- Malakhova Olga
- Malas Mehmet Ali
- Malekpor-Afshar Reza
- Mansouiri Seid Hadi
- Mansouri Seyed Hadi
- Mansourian Azad Reza
- Maranillo Eva
- Maria Ana Santa
- Martin-Oviedo Carlos
- Martinez-Guirado Tomas
- Marzban Mohsen
- Matveeva Niki
- Mavi Ayfer
- Mavili Ertugrul
- Mazaheri Zohreh
- Mazoochi Tahereh
- Mazzoleni Franco
- Medina J
- Medina M T
- Mehdizadeh Mehdi
- Meibodi Mohamad Ali Emami
- Meydan Sedat
- Mitsaki Charikleia
- Mitsakis Ioannis
- Mitsakis Menelaos
- Moaiery Ardesheer
- Moalem Adel
- Moallem S Adel
- Mocan Burce Ozgen
- Mocanu S
- Modiry Navid
- Moeen Abbas Ali
- Mofidpur Hassan
- Mohagery Akrami
- Mohammadi Abbas
- Mohammadi Mohammad Reza
- Mohammadi Shabnam
- Mohammadpour Shahram
- Mola Sima
- Mollaoglu Hakan
- Monabati Ahmad
- Monabbati Ahmad
- Moodi Hesam
- Moosavizadeh Kazem
- Mornjakovic Zakira
- Morra Aldo
- Moshkdanian Ghazale
- Mousavi A
- Mrcela Tomislav
- Muratli S Kivanc
- Musienko Vladimir
- Musil Vladimir
- Mutuberria R
- Nabipour Fatemeh
- Nacitarhan Vedat
- Naderian Homayoun
- Nagato Yasukazu
- Najafipour Hamid
- Najafzadeh Norooz
- Nakhaee Nouzar
- Namavar Mohamad Reza
- Nasir Yasemin
- Nasiri Ebrahim
- Nasu Hisayo
- Natali Arturo
- Nazaroglu Hasan
- Nazhvani Fatemeh Dehghani
- Nazhvani Seifollah Dehghani
- Nematollahi-Mahani Seyed Noureddin
- Nergiz Yusuf
- Nezhad Dariush Bijan
- Nezhadi Akram
- Nieto-Aguilar R
- Nikkhoo Bahram
- Nikolic Vasilije
- Nikolova Elena
- Nikravesh Mohammad Reza
- Nikzad Hossein
- Nobakht Maliheh
- Noroozinia Farahnaz
- Nourani Mohammad Reza
- Nural Mehmet Selim
- Odaci Ersan
- Ogeturk Murat
- Ogur Gonul
- Ogut Tahir
- Okazaki Tutomu
- Okumus Mehmet
- Omaña Rodrigo Elizondo
- Omidi Hamed
- Omidi Negar
- Oner Mithat
- Onur Sule
- Orbay Hakan
- Orhan Mustafa
- Ortug Gursel
- Otcenasek Michal
- Othman Faizah
- Oygucu I Hakan
- Ozan Hasan
- Ozbag Davut
- Ozbakir Cemal
- Ozbayar Cansu
- Ozbek Ahmet
- Ozbek Aydin
- Ozbek Elvan
- Ozboluk Sener
- Ozcan Ayhan
- Ozdemir Esra
- Ozdemir M Bulent
- Ozdemir Senem Turan
- Ozden Hilmi
- Ozdogmus Omer
- Ozean R Hakan
- Ozen Oguz Asian
- Ozen Tuncer
- Ozener Baris
- Ozer Cenk Murat
- Ozgiray Erkin
- Ozguner Gulnur
- Ozgur Zuhal
- Ozkan Derya
- Ozkan H Mustafa
- Ozkaya Guven
- Ozkaya Sevket
- Ozkaya Vecihi
- Ozlem Sercin
- Ozogul Candan
- Ozsoy M Hakan
- Oztas Emin
- Ozturk A Hakan
- Ozturk Hakan
- Ozturk Kayhan
- Ozturk Nail Can
- Ozyasar Ali
- Ozyurek Hamit
- Paksoy Yahya
- Panahi Marzieh
- Pantu Cosmin
- Papadopoulos Nikolaos
- Papazova Meri
- Park Bong-Soo
- Park Jong-Tae
- Paryani Mohammad Reza
- Pasbakhsh Parichehr
- Pascual Maria Teresa
- Pascual-Font Aran
- Pascual-Morenilla Maria Teresa
- Pavan Piero
- Pavlova Velichka
- Pawlewicz Konrad
- Peirouvi Thmineh
- Pekcetin Cetin
- Pelin Can
- Peltier Johann
- Perez Adolfo
- Perez-Cuadrado Enrique
- Piagkos Giannoulis
- Piagkou Maria
- Pikula Branko
- Pilmane Mara
- Pirzirenli Gokhan
- Poostpasand Aghdas
- Poraboli Ali
- Porzionato Andrea
- Poumayrac Marie
- Poumayrac Marie Catherine
- Pouya Fatemeh
- Poya Fateme
- Prapa Stamatia
- Prevot Vincent
- Prusik Alicja
- Pruvo Jean-Pierre
- PĂĄramo E
- Radic Radivoje
- Rafighdoost Houshang
- Rafighdoust Houshang
- Rahbar Roshanak
- Rahimi Sadegh
- Rajabalian Saeed
- Ramirez Carlos
- Ramirez Gegorio
- Rasoolijazi Homa
- Rassouli Fatemeh Behnam
- Rayegan Parviz
- Rezaian Maryam
- Riasi Hamid Reza
- Rivara Alvaro
- Roda O
- Roda Olga
- Roghani Mehrdad
- Saba Mohamad
- Sabanciogullari Vedat
- Sadeghimehr Mohsen
- Safikhani Zahed
- Sagoo Mandeep Gill
- Saibene Andres
- Salamat Negin
- Salbacak Ahmet
- Salehinejad Parvin
- Saltan Mustafa
- Sancakdar Enver
- Sanchez-Margallo Francisco
- Sanchez-Montesinos I
- Sanchez-Montesinos Indalecio
- Sanchez-Quevedo M
- Sanjarmousavi Nasrin
- Sapmaz Hilal Irmak
- Sapte Elena
- Sarac-Hadzihalilovic Aida
- Sargon Mustafa F
- Saricaoglu Hayriye
- Sarikcioglu Levent
- Sarria Ricardo
- Sarsilmaz Mustafa
- Savari Ahmad
- Saylam Canan Y
- Saylam Canan Yurttas
- Sañudo Jose
- Scola Bartolome
- Seker Muzaffer
- Selekler Macit
- Selthofer Robert
- Sendemir Erdogan
- Senoglu Mehmet
- Senoglu Nimet
- Senol Yesim
- Senturk Hakan
- Serrano Inma
- Serrato D
- Sevinc Ozdemir
- Shams Ali Reza
- Sharifi Mozafar
- Sheibani Vahid
- Shekaari Majid Asadi
- Sheverdin Vadim
- Shomali T
- Siamak Salami
- Sianou Kyriaki
- Sinav Ahmet
- Sindel Muzaffer
- Sirilo Angela
- Skadorwa Tymon
- Skandalakis Panagiotis
- Skobowiat Cezary
- Smrzova Tereza
- Soker Sevda
- Soleimani Mansooreh
- Soleimani Mansoureh
- Soleimanirad Jafar
- Song Wu-Chul
- Songur Ahmet
- Sonmez Osman Fikret
- Soria Federico
- Soria Victor
- Soria VĂctor
- Soroure-Azimzadeh Behzad
- Sorrenti Natalia
- Soyluoglu Ali Ihsan
- Soysal Handan Altinkaya
- Stanciulescu Razvan
- Stecco Carla
- Stefanescu C
- Suhaimi Farihah
- Suhaimi Frihah
- Sulak Osman
- Sulla Igor
- Sun Fei
- Surdu Loredana
- Susar Hatice
- Syed Ahmad Fuad Syed Baharom
- SĂĄnchez-Montesinos I
- Tacar Orhan
- Tadjalli Mina
- Taghavi M Mohsen
- Taghavi Mohmmad Mohsen
- Tagil Suleyman Murat
- Taheri Mohammad Mehdi Hassanzadeh
- Talaei Tahereh
- Talebpour Freshteh
- Talovic Elvira
- Talpes Raluca
- Tamizi Azadeh
- Tanyeli Ercan
- Tarta Eugen
- Tas Ufuk
- Taser Figen
- Tatar Emel Cadalli
- Tatar Ilkan
- Tayefi Hamid
- Tekdemir Ibrahim
- Tellioglu Ayfer Metin
- Terzi Yuksel
- Tetik Suleyman
- Tiengo Cesare
- Tkachenko Dmitry
- Tokdemir Mehmet
- Toker Serdar
- Toktas Muhsin
- Topacoglu Hakan
- Topal Askin Ender
- Torres-GarcĂa A J
- True Hakan
- Tubbs R Shane
- Tuccar Eray
- Tumkaya Levent
- Tuncer Mehmet Cudi
- Tunik Selcuk
- Turamanlar Ozan
- Turk Yildirim
- Ucerler Hulya
- Ucok Kagan
- Ulcay Tufan
- Ulkur Ersin
- Ulucam Enis
- Ulusoy Mahinur
- Unlu Mehmet
- Unlu R Erkin
- Unur Erdogan
- Unver Dogan Nadire
- Uson Jesus
- Ustundag Sinan
- Ustuner Derya
- Ustuner M Cengiz
- Ustuner Mehmet Cengiz
- Utuk Arzu
- Uyar Mehmet
- Uyar Yavuz
- Uygur Ramazan
- Uysal Hilmi
- Uysal Ismihan Ilknur
- Uysal Murat
- Uysal Onur
- Uzel Mehmet
- Uzmansel Deniz
- Uzum Ibrahim
- Uzun Ahmet
- Uzun Ibrahim
- Vafafar Amir
- Vaghefi Raena Eftekhar
- Vaghefy Raena Eftekhar
- Valderrama-Canales Francisco
- van der Meijs Floris
- Van Hoof Tom
- Vardi Nigar
- Vazquez Teresa
- Vega Edgar Urrutia
- Veleminsky Petr
- Veragara Maria Elena
- Vergara Maria Elena
- Vergara MarĂa Elena
- Verimli Ural
- Verstraete Koenraad
- Voljevica Alma
- Won Sung-Yoon
- Yaghoobfar Akbar
- Yaghoobi Mohammad
- Yalcin Bulent
- Yalin Sevket
- Yang Hun-Mu
- Yazar Fatih
- Yazawa Komazo
- Yikilmaz Ali
- Yildirim Ayse
- Yildirim Fatos B
- Yildirim Mehmet
- Yildiz Altan
- Yildiz Selda
- Yildiz Yuksel
- Yildizhan Begum
- Yilmaz Mediha
- Yilmaz Mehmet Tugrul
- Yilmaz Neslihan Altuntas
- Yilmaz Seher
- Yilmaz Zeki
- Yuksel Dilek
- Yuksel Kasim Zafer
- Yurdakan Gamze
- Yurtgun Mustafa Fahri
- Zabicka Joanna
- Zagyapan Ragiba
- Zahoi Delia Elena
- Zargarpoor Rosa
- Zeybek Ali
- Zeybek Gulsah
- Zhaleh Mohsen
- Zileli Mehmet
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/09/2009
- Field of study
Rare predicted loss-of-function variants of type I IFN immunity genes are associated with life-threatening COVID-19
- Author
- Abad Jorge
- Abad Sebastien
- Abassi Radhiya
- Abdelhadi Nour Mekki
- Abdellaoui Abdelrafie
- Abdelmalek Abdelkrim
- Abdoul Hendy
- Abel Laurent
- Abel Laurent
- Abel Laurent
- Abel Laurent
- Abergel Helene
- Abeud Fariza
- Abgrall Sophie
- Abisror Noemie
- Abolhassani Hassan
- Abou Tayoun Ahmad
- Accordino Giulia
- Achille Cristian
- Adechian Marylise
- Aderdour Nordine
- Admane Hakeem Farid
- Adnet Frederic
- Afritt Sara
- Agostini Helene
- Agra Juan José Cåceres
- Aguilar Claire
- Aguilera-Albesa Sergio
- AguilĂł-Cucurull Aina
- Agut Sophie
- Aiello Tommaso Francesco
- Aiuti Alessandro
- Ajeenthiravasan Gokula
- Akcan Ăzge Metin
- Al-Muhsen Saleh
- Al-Muhsen Saleh Zaid
- Al-Mulla Fahd
- Alauzy Virginie
- Alavi Darazam Ilad
- Alavoine Loubna
- Alba Camille
- Albisures Jonathan Antonio Roblero
- Alby-Laurent Fanny
- Aldave Juan C.
- Algera Anne Geke
- Aliberti Anna
- Alkan Gulsum
- AlKhater Suzan A.
- Allard Lucie
- Allardet-Servent Jerome
- Allende Luis M.
- Alonso-Arias Rebeca
- Alosaimi Mohammed Faraj
- Alshahrani Mohammed S.
- Alsina Laia
- Alsohime Fahad M.
- Alvarez Josep Trenado
- Alyanakian Marie-Alexandra
- Alyanakian Marie-Alexandra
- Amam Sabrina
- Amara Yasmina Ould
- Amat Karine
- Amoura Zahir
- Amrouche Lucile
- Amsterdam UMC Covid-19 Biobank [missing]
- Anderson Mark S.
- Andreakos Evangelos
- Andrejak Claire
- Andronikof Marc
- Anglicheau Dany
- Angoulvant François
- Anguel Nadia
- Annane Djillali
- AntolĂ Arnau
- Aounzou Mohammed
- Aparicio Caroline
- Appelman Brent
- Aratus Gladys
- Arias Andrés A.
- Arias Andrés Augusto
- Arlet Jean-Benoit
- Arquero Miguel Fernandez
- Arranz MarĂa JesĂșs
- Arrestier Romain
- Arzoine Jeremy
- Asano Takaki
- Aslangul Elisabeth
- Assefi Mona
- Aubart MĂ©lodie
- Aubry Adeline
- Audiffred Laetitia
- Audureau Etienne
- Auger Christelle Nathalie
- Auguet Teresa
- Auregan Jean-Charles
- Avramenko Iryna
- Awotar Celine
- Aytekin Gokhan
- Aytekin Gökhan
- Aytekin Selma Erol
- Azan Delphine
- Azemar Laurene
- Azot Axelle
- Azzouguen Billal
- Bachelet Delphine
- Badsi AĂŻda
- Baghdadi Jamila El
- Bahram Seiamak
- Bajolle Fanny
- Bakouboula Prissile
- Balcerowiak Coline
- Baldanti Fausto
- Balde Fanta
- Baldivia Elodie
- Baldolli Aurélie
- Ballester Maite
- Bangamingo Eliane-Flore
- Baptiste Amandine
- Baran-Marszak Fanny
- Barau Caroline
- Barget Nathalie
- Baris-Feldman Hagit
- Baronnet Flore
- Barrou Benoit
- Barthelemy Romain
- Bartoli Marie
- Barzaghi Federica
- Basmaci Romain
- Basso Sabrina
- Bastard Paul
- Baudel Jean-Luc
- Baudry Camille
- Baudry Elodie
- Bauters Fre
- Bax Diane
- Bayhan Gulsum Iclal
- Beaugerie Laurent
- Behilill Sylvie
- Behillil Sylvie
- Belamri Adel
- Belaube Nicolas
- Belilita Rhida
- Bellani Giacomo
- Bellassen Pierre
- Belmokhtar Rawan
- Belot Alexandre
- Belot Alexandre
- Beltran Isabel
- Beluze Marine
- Benainous Ruben
- Benallaoua Mourad
- Benamouzig Robert
- Benbara Amélie
- Benhida Jaouad
- Benkerrou Dehbia
- Benkhelouf Anis
- Benlagha Jihene
- Benmostafa Chahinez
- Benothmane Skander
- Bentifraouine Miassa
- Berard Laurence
- Beretta Ilaria
- Bergman Peter
- Berkell Matilda
- Bernier Quentin
- Bertholon Frédérique
- Berti Enora
- Bertier Astrid
- Berton Laure
- Bessis Simon
- Bettini Laura Rachele
- Beudel Martijn
- Beurton Alexandra
- Bezrodnik Liliana
- Bhavsar Krishna
- Bianco Celine
- Bianquis Clara
- Bidar Frank
- Biggs Catherine M.
- Bilbao Agurtzane
- Biondi Andrea
- Bizien Lucy
- Blanchard-Rohner Geraldine
- Blanche Philippe
- Blanco Ignacio
- BlandiniĂšres Adeline
- Blayau Clarisse
- Bleibtreu Alexandre
- Bleibtreu Alexandre
- Blin Emmanuelle
- Bloch-Queyrat Coralie
- Bloomfield Marketa
- BlĂĄzquez-Gamero Daniel
- Bogaard Harm Jan
- Bogunovic Dusan
- Boissier Marie-Christophe
- Boisson Bertrand
- Boisson-Dupuis Stephanie
- Boland Anne
- Bolivar-Prados Mireia
- Bollens Diane
- Bolze Alexandre
- Bolzoni Marion
- Bomers Marije
- Bompard Rudy pierre
- Bondarenko Anastasiia
- Bondarenko Anastasiia
- Bondesan Simone
- Bonnet Nicolas
- Bonnouvrier Justine
- Bonta Peter
- Borghesi Alessandro
- Borie Raphael
- Borrero Blanca Amador
- Borrero Blanca Amador
- Bos Lieuwe
- Bosteels Cedric
- Botdhlo-Nevers Elisabeth
- Botelho-Nevers Elisabeth
- Botha Shirmonecrystal
- Botta Michela
- Bouadma Lila
- Boucenna Wissam
- Bouchama Fatiha
- Bouchaud Olivier
- Bouchez Sabelline
- Bouchghoul Hanane
- Boudjebla Taoueslylia
- Boudjema Noel
- Bouffard Catherine
- Bougle Adrien
- Bouguerra Meriem
- Bouiller KĂ©vin
- Boulanger CĂ©cile
- Bouras Leila
- Bourcier Agnes
- Bourgeon Marilou
- Bourrier Anne
- Bouscambert Maude
- Bouscarat Fabrice
- Bousfiha Ahmed A.
- Bousfiha Ahmed A.
- Bousquet Aurore
- Boutolleau David
- Bouvattier Claire
- Bouvry Diane
- Bouziri Nesrine
- Bouzrara Ons
- Boyarchuk Oksana
- Bozdemir Ćefika Elmas
- Bravais Juliette
- Bribier Sarah
- Briones M. Luisa
- Brodin Petter
- Brouwer Matthijs C.
- Brugier Delphine
- Bruneau LĂ©a
- Brunel Melanie
- Brunner Marie-Eve
- Bruno Raffaele
- Bryceson Yenan
- Bryceson Yenan T.
- Bueno Maria Rita P.
- Bugiani Marianna
- Bui Eida
- Buis David T. P.
- Buisson Anne
- Bukhari Huda
- Bukreyeva Iryna
- Bulle Esther
- Burdet Charles
- Bureau CĂŽme
- Bureau Serge
- Bustamante Carlos D.
- Bustamante Jacinta
- Bustos Ingrid G.
- Butte Manish J.
- Cabrera-Marante Oscar
- Cadranel Jacques
- Cailhol Johann
- Calin Ruxandra
- Canavaggio Pauline
- Cancella Marta
- Cantin Delphine
- Cao Albert
- Capra Ruggero
- Carapito Raphael
- Carbillon Lionel
- Carcel Sheila
- Carelli Valerio
- Carlier Nicolas
- Carrabba Maria
- Carrera Paola
- Casanova Jean-Laurent
- Casanova Jean-Laurent
- Casari Giorgio
- Casasnovas Carlos
- Caseris Marion
- Cassaniti Irene
- Cassard Clementine
- Castelle Martin
- Castelli Francesco
- Castor Guylaine
- Castro Mateus V.
- Catherinot Emilie
- Cauchy Marion
- Cazzaniga Marina
- Celik Jale Bengi
- Cervantes-Gonzalez Minerva
- Ceschi Alessandro
- Cha Olivier
- Chachoua Abla
- Chahine Abir
- Chaigne Benjamin
- Chair Anissa
- Chakravorty Samya
- Chaldebas Matthieu
- Challal Salima
- Chalumeau Martin
- Chalumeau Nathalie Costedoat
- Champion Karine
- Charbit Bruno
- Chariot Patrick
- Charpentier Charlotte
- Chas Julie
- Chauveau Simon
- Chauvin Anthony
- Chauvin Clement
- Chavarot Nathalie
- ChaĂŻbi Khalil
- Chebbout Kamélia
- Cheng Matthew P.
- Cherai Mustapha
- Cherubini Ilaria
- Chevalier Amelie
- Chiarabini Thibault
- Chinet Thierry
- Chirouze Catherine
- Chirouze Catherine
- Chocron Richard
- Choinier Pascaline
- Chommeloux Juliette
- Choquet Christophe
- Choupeaux Laure
- Chousterman Benjamin
- Christelle Kouakam
- Christodoulou John
- Ciocan Dragosmarius
- Citerio Giuseppe
- Clarke Ada
- Clavere Gaëlle
- Clavier Florian
- Clavé PÚre
- Clement Karine
- Clerc Sebastien
- Cloherty Osoul Chouchane Alex
- Clotet Bonaventura
- Cobat Aurélie
- Codina Anna
- Coelho Alexandra
- Cohen Adrien
- Cohen Fleur
- Cohen Yves
- Cohen Yves
- Coilly Audrey
- Colboc Hester
- Colin Pauline
- Collet Magalie
- Colobran Roger
- Comarmond Chloé
- Comarmond Cloé
- Combacon Emeline
- Combe Caroline Lascoux
- Combes Alain
- Combes Alain
- Comoli Patrizia
- Comparon Celine
- Condino-Neto Antonio
- Constantin Jean-Michel
- Constantinescu Stefan N.
- Contro Ernesto
- Cooper Megan A.
- Cordel Hugues
- Cordier Anne-Gael
- Corsico Angelo G.
- Costantini Adrien
- Couffignal Camille
- Couffignal Camille
- Couffin-Cadiergues Sandrine
- Couffin-Cadiergues Sandrine
- Coupeau Doriane
- CoV-Contact Cohort [missing]
- COVID Clinicians [missing]
- COVID Human Genetic Effort [missing]
- COVID-STORM Clinicians [missing]
- COVIDeF Study Group [missing]
- Covill Laura E.
- CoĆkuner Taner
- Creange Alain
- Cuadros Esmeralda Nuñez
- Cvetkovski Aleksandar
- Cyrus Cyril
- Da Silveira CharlĂšne
- Dalgard Clifton L.
- Dalmau David
- Danielson Jeffrey J.
- Danion François
- Darley David Ross
- Das Vincent
- Dauby Nicolas
- Dauger Stéphane
- De Bouille Jeanne Goupil
- de Brabander Justin
- de Bree Godelieve
- de Bruin Sanne
- De Castro Nathalie
- De Chambrun Marc Pineton
- de Chambrun Marc Pineton
- de Diego Rebeca PĂ©rez
- De Farcy Pauline Mary
- de Jong Menno D.
- De Munter Paul
- de Pontual Loic
- de Rotte Maurits C. F. J.
- De Rycke Yann
- de Vera MartĂn Castillo
- de Vries Heder
- Debray Marie-Pierre
- Dechanet Aline
- Declercq Jozefien
- Deconinck Lauren
- Dehban Amin
- Del Pozo Lucie
- del Prado Maria Yolanda Ruiz
- Delannoy Quentin
- Delay Mathieu
- Deleris Robin
- Deleuze Jean-François
- Delforge Juliette
- Delmonte Ottavia M.
- Delphine Laëtitia
- Delplancq Geoffroy
- Demar Magalie
- Demare Noemie
- Demeret Sophie
- Demerville Lauren
- Demirkol Yasemin Kendir
- Demoule Alexandre
- Demoule Alexandre
- Deniau Aurore
- Deplanque Dominique
- Deplanque Dominique
- Depret François
- Derolez Sophie
- Derradji Ouda
- Derridj Nawal
- Desai Murkesh
- Descamps Diane
- Descamps Diane
- Descamps Vincent
- Deschamps Lydia
- Desconclois Celine
- Desguerre Isabelle
- Desille-Dugast Mireille
- Desmarets Maxime
- Desnos Cyrielle
- Desongins Karine
- Desvallée Mathilde
- Devouge Eglantine Ferrand
- Dhote Robin
- Di Sabatino Antonio
- Diallo Alpha
- Diallo Benjamin
- Didier Morgane
- Diehl Jean-Luc
- Diemer Myriam
- Diez Stephane
- Dijkstra Mirjam
- Diouf Alphonsine
- Djadi-Prat Juliette
- Djebara Siham
- Djebra Naoual
- Djietcheu Minette
- Djillali Hadjer
- Djossou FĂ©lix
- Djouadi Nouara
- Dobbelaere Stephanie
- Dobbs Kerry
- DomĂnguez-Garrido Elena
- Dongelmans Dave A.
- Donneger Severine
- Dorival CĂ©line
- Dos Santos Catarina
- Dournon Nathalie
- Dres Martin
- Droctove Laura
- Drogrey Marie
- Drolet Beth A.
- Dropy Margot
- Drouet Elodie
- Dubos François
- Dubosq Valérie
- Dubost Clément
- Dubreucq Evelyne
- Dubus Estelle
- Duchemann Boris
- Duchenoy Thibault
- Dudoignon Emmanuel
- Dufau Romain
- Dujardin Romein W. G.
- Dumas Florence
- Duran Clara
- Durand Anne Bourgarit
- Duron Emmanuelle
- Durrbach Antoine
- Duval Xavier
- Duval Xavier
- Duvivier Claudine
- DâAngioâ Mariella
- dâOrtenzio Eric
- Ebstein Nathan
- Ecobichon Jean-Luc
- Ekwall Olov
- El Zein Loubna
- Elabbadi Alexandre
- Elbers Paul
- Elharrar Brigitte
- Elie Caroline
- Elnagdy Marwa H.
- Eloy Philippine
- Elrufaai Marwa Bachir
- Emiroglu Melike
- Endo Akifumi
- Enouf Vincent
- Enouf Vincent
- Erdeniz Emine Hafize
- Ernotte Gabriel
- Esling Anne
- Esperou HĂ©lĂšne
- Espinosa-Padilla Sara
- Esposito-Farese Marina
- Espérou HélÚne
- Etienne Manuel
- Etienne Martin
- Euvrard Romain
- Eyer Xavier
- Fabio Giovanna
- Faivre Laurence
- Falck Antonin
- Fartoukh Muriel
- Fartoukh Muriel sarah
- Faure Morgane
- Fayali Takoua
- Feldman Hagit Baris
- Feldman Hagit Baris
- Fellay Jacques
- Fermaut Marion
- Ferrer Ricard
- Ferreres Jose
- Fiorentino Alessio
- Fiorentino Arianna
- Fleuren Lucas
- Fliss Souha
- Flores Carlos
- Florkin Benoit
- Foti Giuseppe
- Fouchard Julie
- Fournier Benjamin
- Fournier Marie-CĂ©line
- Franco Jose Luis
- Franco José Luis
- Francois Bruno
- Francois HĂ©lĂšne
- French COVID Cohort Study Group [missing]
- Freynet Olivia
- Frezouls Wahiba
- Frigout Yvann
- Froidure Antoine
- Fromont Isaure
- Fuentes Axelle
- FumadĂł Victoria
- Fung Kitty S. C.
- Furet Thomas
- Fusco Francesca
- Gagneux-Brunon Amandine
- Gagro Alenka
- Galand Joris
- Garnier Marc
- Garçon Pierre
- Gatineau Audrey Giraud
- Gaubert Agnes
- Gaudry Stéphane
- Gaugain Samuel
- Gault Nathalie
- Gaussem Pascale
- Gauthier Damien
- Gautier Maxime
- Gaymard Alexandre
- Gayretli Zeynep
- Geijtenbeek Suzanne Geerlings Theo
- Georgin-Lavialle Sophie
- Geromin Daniela
- Gervais Adrian
- Ghalayini Mohamed
- Ghaleh Bijan
- Ghezal Myriam
- Ghosn Jade
- Gibelin Aude
- Gigante Tristan
- Gil-Herrera Juana
- Gilardin Laurent
- Gilg Morgane
- Gimeno Linda
- Girard Benoit
- Girbes Armand
- Girona-AlarcĂłn MĂČnica
- Gissot Valérie
- Goas Carole L. E.
- GodĂnez Karen Alejandra Cifuentes
- Goffard Jean-Christophe
- Gomes Doryan
- Gomes-Pires Elisabete
- Gonzales Nacho
- Gonzalez-Granado Luis I.
- GonzĂĄlez-Montelongo Rafaela
- Goorhuis Bram
- Gorochov Guy
- Gouge Anne
- Gouja Amel
- Goulet Helene
- Goupil Sylvain
- Gras Julien
- Greffe Segolene
- Gregersen Peter K.
- Grimaldi Lamiae
- Grobusch Martin P.
- Guedeney Paul
- Guedj Jérémie
- Guerder Antoine
- Guidet Bertrand
- Guillo Matthias
- Gulczynski Mariechristelle
- Gumucio Victor Daniel
- Gunst Jan
- Gut Marta
- Gysembergh-Houal Anne
- GĂ©rardin Patrick
- GĂŒlhan Belgin
- Hadjadj JĂ©rĂŽme
- Hadjam Tassadit
- Haerynck Filomeen
- Hafkamp Florianne
- Hagens Laura
- Hagin David
- Haguenauer Didier
- Halwani Rabih
- Hamann Jorg
- Hammal Soumeya
- Hammarström Lennart
- Hammoudi Nadjib
- Hancerli Selda
- Hanitsch Leif Gunnar
- Hanon Olivier
- Hariyan Tetyana
- Harris Vanessa
- Harrois Anarole
- Hatipoglu Nevin
- HatipoÄlu Nevin
- Hausfater Pierre
- Hautem Coraline
- Heath James R.
- Heijmans Catherine
- Hekimian Guillaume
- Heming Nicholas
- Hemke Robert
- Hendou Samia
- Henrickson Sarah E.
- Heppekcan Deniz
- Hermine Olivier
- Hernandez-Brito Elisa
- Heunks Sabine M. Hermans Leo
- Ho Po-ki
- Ho Sylvie
- Hoctin Alexandre
- Hoffmann Isabelle
- Holanda-Peña MarĂa Soledad
- Hollmann Markus
- Horcajada Juan P.
- Horn Janneke
- Hoste Eric
- Hoste Levi
- Houas Ikram
- Houhou Nadhira
- Houllier Marie
- Hovius Joppe W.
- Hraiech Sami
- Hsieh Elena W. Y.
- Hulot Jean-SĂ©bastien
- Humbert Linda
- Hung Ivan F. N.
- Huot Benjamin
- Hupalo Daniel N.
- Huscenot Tessa
- Husebye Eystein
- Iglesias Alejandro D.
- Ikherbane Ghilas
- Imai Kohsuke
- Imarazene Meriem
- Imberti Luisa
- Ingiliz Patrick
- Iratni Lina
- Itan Yuval
- Jaafoura Salma
- Jamme Matthieu
- Jarvis Erich D.
- Jaureguiberry Stephane
- Jean-Marc Jean-Francois
- Jeulin HĂ©lĂšne
- Jeyarajasingham Deleena
- Jimeno Marie-ThérÚse
- Jordan Iolanda
- Jouanguy Emmanuelle
- Jouany Pauline
- Jouis Veronique
- Jourdaine Clement
- Kaci Marc Ait
- Kafif Ouifiya
- Kafif Ouifiya
- Kafif Ouifiya
- Kaguelidou Florentia
- Kahn-Kirby Amanda
- Kali Sabrina
- Kallala Rim
- Kara Yalcin Burak
- Karahan Aydın
- Karamitros Timokratis
- Karbuz Adem
- Kasapcopur Ozgur
- Kashimada Kenichi
- Katsahian Sandrine
- Kayani Sandrine Dautheville Guibal El
- Keles Sevgi
- Kelesyan Lilit
- Keo Vixra
- Kermanach Nathalie Saidenberg
- Ketz Flora
- Khalifa Jihane El
- Khalil Antoine
- Khamis Warda
- Khan Coralie
- Khan Taj Ali
- Khelili Enfel
- Khellaf Mehdi
- Kido Yasutoshi
- Kılıç Ahmet Osman
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- Kizil Can
- Klocperk Adam
- Koning Rutger
- Kounis Ilias
- Koutsoukou Antonia
- Kpalma Gaelle
- Krause Jessica
- KrĂłl Zbigniew J.
- Ksouri Hatem
- Ku Cheng-Lung
- Kuentz Paul
- Kwan Arthur M. C.
- Kwan Yat Wah M.
- Kwok Janette S. Y.
- Kyheng ChristĂšle
- Labbe Vincent
- Lack Justin
- Lacombe Karine
- Lacorte Jean-Marc
- Lafont Anne Gaelle
- Lafont Emmanuel
- Lagha Lynda
- Lagier Jean-Christophe
- Laine Fabrice
- Lam David S. Y.
- Lamarre Yannie Cuvillier
- Lambrecht Bart
- Lamhaut Lionel
- Lampropoulou Vicky
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- Landman Cecilia
- Lanternier Fanny
- Lanternier Fanny
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- Laribi Samira
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- Lasa Maria Pilar Etxart
- Lassel Ludovic
- Lau Yu-Lung
- Laverdant Benjamin
- Lavergne Christophe
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- Laviolle Bruno
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- Legrosse Justyna
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- Leporrier-Ext Jeremie
- Leprieur Bénédicte Giroux
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- Letrou Sophie
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- Levin Michael
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- Levy Michael
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- Li Zhi
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- Lifton Richard P.
- Lilleri Daniele
- Lim Endry H. T.
- Lima Breno Melo
- Lima Edson Jose Adrian Bolanos
- Lina Bruno
- Lina Bruno
- Ling Yun
- Lingas Guillaume
- Linglart Agnes
- Llovich Alex Serra
- Lomazzi Sandra
- Lopes Amanda
- Lopes Edwige
- Lopez Rafael Leon
- Lopez Vanessa
- Lopinto Julien
- Lorenzo-Salazar José M.
- Lortholary Olivier
- Louadah Badr
- Louapre CĂ©line
- Loze Bénédicte
- Lubetzki Catherine
- Lucarelli Aude
- Lucas Carrie L.
- Lucas Marie-Laure
- Lucasamichi Axelle
- Lucet Jean Christophe
- Lucet Jean-Christophe
- Lung Kwok-Cheung
- Luong Liem Binh
- Luyt Charles-Edouard
- Lye David C.
- LĂ©vy Romain
- LĂłpez-Collazo Eduardo
- Magazimama-Ext Arouna
- Magnone Cinthia
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- Malvy Denis
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- Martinez-Picado Javier
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- Marzouk Nessrine
- MarĂłdi LĂĄszlĂł
- Masmoudi Rafik
- Mata-MartĂnez Carmen
- Mathian Alexis
- Matos Larissa R. B.
- Matthews Gail V.
- Mattiaccio Alessandro
- Matuozzo Daniela
- Mayaux Julien
- McLaughlin-Garcia Raquel
- Mebazaa Alexandre
- Mechai Frédéric
- Mecozzi Fabio
- Medina Yeray Novoa
- Mediouni Chamseddine
- Meersseman Philippe
- Megarbane Bruno
- Meghadecha Mohamed
- Mejean Ălodie
- Mekinian Arsene
- Mekni Rania
- Mekontso-Dessap Armand
- Meliti Thinhinan Sabrina
- MeliĂĄn AbiĂĄn Montesdeoca
- Melki Isabelle
- Meloni Federica
- Meng Paris
- Mentre France
- Mentré France
- Merbah Soraya
- Mergeay-Fabre Mayka
- Meritet Jean-François
- Merlani Paolo
- Messani Fadhila
- Messaoudi Yasmine
- Metin Akcan Ozge
- Meunier Alexandre
- Mewasing Baboo-Irwinsingh
- Meyts Isabelle
- Meyts Isabelle
- Meyts Isabelle
- Meziane Amina
- Meziane Lydia
- Mezidi Mehdi
- Michelot-Burger Carole
- Migaud Maria-Claire
- Migeotte Isabelle
- Mignot Françoise
- Milisavljevic Baptiste
- Milla Sonia Ayllon
- Millereux Maude
- Million Matthieu
- Milner Joshua D.
- Minka Fadi Hillary
- Mirault Tristan
- Mircher Clotilde
- Mironska Kristina
- Mirsaeidi Mehdi
- Miyara Makoto
- Mizoguchi Yoko
- Modi Bhavi P.
- Mogensen Trine H.
- Moine Pierre
- Mojoli Francesco
- Molina Jean-Michel
- Moncomble Elsa
- Monnory Fatima-Zohra Djamouri
- Montagne Samatha
- Montegnies-Boulet AnaĂŻs
- Monti Alexandra
- Montlahuc Claire
- Montout Anne-Lise
- Moores Alexandre
- Morandeira Francisco
- Morange Pierre-Emmanuel
- Morbieu Caroline
- Mordacq Cléemence
- Morelle Guillaume
- Morio Tomohiro
- Mortelette Helene
- Mouly Stéphane
- Mouly Stéphane J.
- Mouquet Hugo
- Mullaert Jimmy
- Muzaffar Rosita
- Muñoz-Barrera Adriån
- MĂšge Jean-Louis
- Nacerddine Cherifa Iness
- Nadal Marine
- Nadif Hajer
- Nadji Seyed Alireza
- Naesens Leslie
- Nafati Cyril
- Nagashima Shintaro
- Nakagama Yu
- Narvaez Rafael Usubillaga
- Nassarmadji Kladoum
- Natella Pierre
- Ndingamondze Sandrine
- Neant NadĂšge
- Nellen Jeaninne
- Neraal Stefan
- Neven Bénédicte
- Neves JoĂŁo Farela
- Ng Lisa F. P.
- Ng Lisa F. P.
- Ng Yuk-Yung
- Nguyen Caroline
- Nguyen Duc
- Nguyen Duc
- NIAID-USUHS COVID Study Group [missing]
- Nicolas Leturque
- Nielly hubert
- Nlomenyengue Luc
- Noel Nicolas
- Noret Marion
- Nossent Esther J.
- Notarangelo Luigi D.
- Notarangelo Luigi D.
- Nouroudine Mariama
- Novelli Antonio
- Novelli Giuseppe
- Nseir Saad
- Nunes Hilario
- Nussbaum Robert
- NâGuyen Bao
- Ocejo-Vinyals J. Gonzalo
- Okada Satoshi
- Okamoto Keisuke
- Oler Andrew J.
- Omar Edris
- Orchestra Working Group [missing]
- Oualha Mehdi
- Ouazene Zineb
- Ouedrani Amani
- Ouedraogo Elise
- Ouelaa Wassila
- Oufella Hafid Ait
- Oukhedouma Anissa
- Oya Herve
- Ozcelik Tayfun
- Oziel Johanna
- Ozkaya-Parlakay Aslinur
- OâFarrelly Cliona
- Padilla Thomas
- Pagani Michele
- Paillaud Elena
- Paiva Solenne
- Palabiyik Figen
- Pan-Hammarström Qiang
- Papadaki Maria
- Papadopoulos Aurélie
- Parfait Beatrice
- Paris Christophe
- Parize Perrine
- Parizot Christophe
- Parizot Christophe
- Parola Philippe
- Parrot Antoine
- Pascreau Tiffany
- Paul Christelle
- Paul Stéphane
- Paulus Frederique
- Pavot Arthur
- Payet Christine
- Paz-Artal Estela
- Peaudecerf Laetitia
- Pedraza Sigifredo
- Peiffer-Smadja Nathan
- Pellecer Nancy Carolina GonzĂĄlez
- Pellegrini Silvia
- Pene Frédéric
- Pepin Marion
- Pereira Jesus Marquez
- Pernet Julie
- Pernin Claire
- Perpoint Thomas
- Perreau Pauline
- Pesci Alberto
- Peters Edgar
- Petit MylĂšne
- Petrov-Sanchez Ventzislava
- Peyrony Olivier
- Peytavin Gilles
- Pham Huong
- Philippe Aurélien
- Philippot Quentin
- Picod Adrien
- Picone Olivier
- Pietri Marie-Pierre
- Pietri Olivia
- Pina-Fuentes Dan A. I.
- Pinson Michelle
- Pintado Claire
- Pippucci Tommaso
- Piquard Valentine
- Piquard Valentine
- Piquard Valentine
- Piralla Antonio
- Pires Christine
- Pistone Thierry
- Planas Anna M.
- Planas-Serra Laura
- Planquette Benjamin
- Pleguezuelo Daniel E.
- Ploin Dominique
- Poirier Sandrine
- Poissy Julien
- Pomel Anne-Laure
- Poncelet GĂ©raldine
- Pons Stéphanie
- Ponscarme Diane
- Poulakou Garyphallia
- Pouletty Marie S.
- Pourcelot Annegaelle
- Pourcher Valérie
- Pourshahnazari Persia
- Pouvaret Anne
- Prando Carolina
- Preckel Bennedikt
- Prever Florian
- Previlon Miresta
- Prevost Margot
- Prins Jan M.
- Provoost Marie-Julie
- Puel Anne
- Pueyo David MartĂnez
- Pujol Aurora
- Puéchal Oriane
- Pérez-Fernåndez Xosé Luis
- Qiu-Chen Jia Li
- Quaresima Virginia
- Quemeneur Cyril
- Quentric Paul
- Quintana-Murci Lluis
- Quintin Caroline
- Quiros-Roldan Eugenia
- Raasveld Jorinde
- Rabaud Christian
- Rafat CĂ©dric
- Ramaswamy Sathishkumar
- Rambaud Thomas
- Rami Agathe
- Ramos Miquel Alfonso
- Ranque Brigitte
- Raoult Didier
- Raoult Violette
- Raphael Maurice
- Raphalen Jean Herle
- Rastoin Anna
- Raux Mathieu
- Rebai Amani
- Rebillat Anne-Sophie
- Reby Michael
- Redin Claire
- Regent Alexis
- Regrag Asma
- Reijnders Tom
- Renia Laurent
- Resche-Rigon Matthieu
- Resmini LĂ©a
- Resnick Igor
- Ressaire Quentin
- Reyes Luis Felipe
- Ricart Pilar
- Richard Christian
- Richard Jean-Christophe
- Richard Lucie
- Richard Mariecaroline
- Rigo-Bonnin RaĂșl
- rivet Nadia
- RiviĂšre Jacques G.
- Robert Maxence
- Rocamora-Blanch Gemma
- Rodero Mathieu P.
- Rodrigo Carlos
- Rodriguez Luis Antonio
- Rodriguez-Gallego Carlos
- Rodriguez-Palmero AgustĂ
- RodrĂguez-Gallego Carlos
- Rohaut Benjamin
- Rojas Julian
- Rolland-Debord Camille
- Romero Carolina Soledad
- Ropers Jacques
- Roque-Afonso Anne-Marie
- Rosa-Calatrava Manuel
- Rosenberger John
- Rossi Camillo
- Rossignol Bénédicte
- Rossignol Patrick
- Rosso Charlotte
- Rothenbuhler Anya
- Roufai Layidé
- Rousseaux MĂ©lanie
- Rousseaux Nabila
- Roux Damien
- Roux LorĂšne
- Roux Swasti
- Rouzaud Claire
- Rovere-Querini Patrizia
- Rovina Nikoletta
- Roy Carine
- Rozenberg Flore
- Rozes Antoine
- Rubenstein Emma
- Ruch Yvon
- Ruiz Montse
- Ruiz-Rodriguez Juan Carlos
- Sabate Jean-Marc
- Sabater-Riera Joan
- Sabet Sheila
- Sacleux Sophie-Caroline
- Saied Wafa Ibn
- Saks Kai
- Salagianni Maria
- Saliba Faouzi
- Salmon Dominique
- Sanchez Oliver
- Sancho-Shimizu Vanessa
- Savale Laurent
- Savary Guillaume
- Sberro Rebecca
- Scemla Anne
- Schidlowski Laire
- Schinkel Michiel
- Schlemmer Frederic
- Schluter Agatha
- SchlĂŒter Agatha
- Schmidt Julien
- Schmidt Matthieu
- Schneider Marion
- Schrauwen Femke A. P.
- Schuetz Catharina
- Schultz Marcus J.
- Schuurmans Alex
- Schuurmans Jaap
- Schwartz Mathieu
- Schweitzer Cyril E.
- Scolari Francesco
- Sedfi SaĂŻd
- Sediva Anna
- Sediva Anna
- Seeleuthner Yoann
- Sefir-Kribel Samia
- Seijo Luis
- Seksik Philippe
- Sellier Pierre
- Selves Agathe
- Sembach Nicole
- Semerano Luca
- Seminario Analia Gisela
- Senat Marie-Victoire
- Sene Damien
- Sene Damien
- Seng Piseth
- Senoglu Sevtap
- SeppÀnen Mikko
- SeppÀnen Mikko R. J.
- Seri Marco
- Serris Alexandra
- Sese Lucile
- Sghiouar Naima
- Shahrooei Mohammad
- Shcherbina Anna
- Shcherbina Anna
- Sigaloff Kim
- Sigaux Johanna
- Siguier Martin
- Siguret Virginie
- Silvain Johanne
- Simon Noémie
- Simon Tabassome
- Siouti Eleni
- Skandri Lina Innes
- Slabbynck Hans
- Slaby Ondrej
- Slim Marleen A.
- Slimani Miassa
- Smadja David M.
- Smeele Patrick
- Smit Marry
- Smith Nikaia
- Snauwaert Aurélie
- Snow Andrew L.
- Snow Andrew L.
- Sobh Ali
- Sokol Harry
- Solanich Xavier
- Soler Catherine
- Soler-Palacin Pere
- Soler-PalacĂn Pere
- Soler-PalacĂn Pere
- Soliman Heithem
- Solis Blanca Garcia
- Soltani Nisrine
- Solé-Violån Jordi
- Sottini Alessandra
- Soyer Benjamin
- Sozeri Betul
- Spaan AndrĂĄs N.
- Steg Gabriel
- Stella Giulia Maria
- Stepanovskiy Yuriy
- Stijnis Cornelis S.
- Stilma Willemke
- Stoclin Annabelle
- Su Helen C.
- Su Helen C.
- Su Richa
- Suarez Lydia
- Sukumar Gauthaman
- Szwebel Tali-Anne
- SĂĄnchez-MontalvĂĄ AdriĂĄn
- SĂĄnchez-RamĂłn Silvia
- Sözeri BetĂŒl
- Taccone Fabio
- Tacconelli Evelina
- Taffame Kossi
- Talouarn Estelle
- Tancevski Ivan
- Tandjaoui-Lambiotte Yacine
- Tangye Stuart G.
- Tantet Claire
- Tardivon Coralie
- Tardy Bernard
- Tateo Mariagrazia
- Taupin Jean-Luc
- Tavernier Simon
- Tellier Marie-Capucine
- Tello Loreto Vidaur
- Terrier Benjamin
- Terrier Olivier
- Teunissen Charlotte
- Theodose Igor
- Thiebaud Pierre clement
- Thiery Guillaume
- Thomas Caroline
- Thoral Patrick
- Thorball Christian
- Thorn Karolina
- Thumerelle Caroline
- Thy Michael
- Tiercelet Kelly
- Timsit Jean-François
- Tipu Imran
- Tisserand Julie
- Tolstrup Martin
- Tomasoni Gabriele
- Tomczak Carole
- Tompkins Miranda F.
- Torelino Krystel
- Touam-Ext Fatima
- Toubiana Julie
- Toumi Lilia
- Toury Gustave
- Toy-Miou Mireille
- Trandinh Alexy
- Treluyer Jean-Marc
- Tresoldi Cristina
- Triantafyllia Vasiliki
- Trinque Baptiste
- Trouillet-Assant Sophie
- Troya Jesus
- Troya JesĂșs
- Truchot Jennifer
- Tsang Owen T. Y.
- Tserel Liina
- Tso Eugene Y. K.
- Tsonas Anissa M.
- Tual Christelle
- Tubach Florence
- Tubiana Sarah
- Tucci Alessandra
- Tuinman Pieter R.
- Tunesi Simone
- Turpin Agathe
- Turpin Matthieu
- Turvey Stuart E.
- Téoulé François
- Uddin Furkan
- Uddin Mohammed J.
- Urbina Tomas
- Ursini Matilde Valeria
- Utsumi Takanori
- Uzunhan Yurdagul
- Uzunhan Yurdagul
- Vabres Pierre
- Vacher Yannick
- Vaittinadaayar Prabakar
- Valencia-Ramos Juan
- Valent Arnaud
- Valentian Maelle
- Valin Nadia
- Vallet HĂ©lĂšne
- Valsecchi Maria Grazia
- van Agtmael Michiel
- van Baarle Frank
- Van Braeckel Eva
- van de Beek Diederik
- van de Beek Diederik
- van de Beek Diederik
- Van Den Rym Ana Maria
- van der Poll Tom
- van der Valk Marc
- Van Der Werf Sylvie
- van der Werf Sylvie
- van Mourik Niels
- Van Praet Jens
- van Vugt MichĂšle
- Vanderlinden Dimitri
- Vandernoot Isabelle
- Vanel Noémie
- Vaz Marina
- Vazquezibarra Miguel-Alejandro
- Vedie Benoit
- Veelo Denise
- Vega Clara Campos
- Veislinger Aurélie
- Velez-Santamaria Valentina
- Veliz Silvia Patricia Zuniga
- Velly Laetitia
- Verstuyft Celine
- Viallette Cedric
- Vicaut Eric
- Vidaud Michel
- Vidigal Mateus C.
- Viel SĂ©bastien
- Vignali Valérie
- Vignes Dorothee
- Vilaire-Meunier Marie E.
- Villain CĂ©dric
- Villar-GarcĂa Judit
- Vimpere Damien
- Vincent Audrey
- Vinh Donald C.
- Virlouvet Myriam
- Visseaux Benoit
- Visseaux Benoit
- Vlaar Alexander P. J.
- Voiriot Guillaume
- Voiriot Guillaume
- Voisot Lena
- Volleman Carolien
- Volokha Alla
- von Bernuth Horst
- Vught Lonneke A.
- Vuotto Fanny
- Waucquier Nawal
- Wauters Els
- Wauters Joost
- Weiss Emmanuel
- Weiss Nicolas
- Wiedemann Aurélie
- Wiersinga W. Joost
- Wilkerson Matthew D.
- Winchenne AnaĂŻs
- Wouters Dorien
- Wu Alan K. L.
- Wu Tak-Chiu
- YahĆi Aysun
- Yasar Kadriye Kart
- Yazdanpanah Yazdan
- Yazdanpanah Yazdan
- Yesilbas Osman
- Yildiz Mehmet
- Yordanov Youri
- Youkou Christy Gaëlla Kotokpo
- Young Barnaby E.
- YĂŒksek Saliha Kanık
- YĂŒkselmiĆ Ufuk
- Zafrani Lara
- Zaidan Mohamad
- Zaidi Wissem
- Zak Cathia
- Zarhrate-Ghoul Aida
- Zatout Ouassila
- Zatz Mayana
- Zatz Mayana
- Zatz Mayana
- Zawadzki Pawel
- Zecca Marco
- Zeino Suzanne
- Zeitouni Michel
- Zemirli NaĂŻma
- Zerah Lorene
- Zhang Peng
- Zhang Qian
- Zhang Shen-Ying
- Zhang Xijun
- Zhang Yu
- Zia Ounsa
- Ziol Marianne
- Zolario Oceane
- Zuber Julien
- Zuccaro Valentina
- Zwinderman A. H.
- Ăñigo-Campos Antonio
- Ăz Ćadiye KĂŒbra TĂŒter
- Ăzkan Esra AkyĂŒz
- Ăzçelik Tayfun
- Publication venue
- Springer Science and Business Media LLC
- Publication date
- 01/01/2023
- Field of study
BackgroundWe previously reported that impaired type I IFN activity, due to inborn errors of TLR3- and TLR7-dependent type I interferon (IFN) immunity or to autoantibodies against type I IFN, account for 15-20% of cases of life-threatening COVID-19 in unvaccinated patients. Therefore, the determinants of life-threatening COVID-19 remain to be identified in similar to 80% of cases.MethodsWe report here a genome-wide rare variant burden association analysis in 3269 unvaccinated patients with life-threatening COVID-19, and 1373 unvaccinated SARS-CoV-2-infected individuals without pneumonia. Among the 928 patients tested for autoantibodies against type I IFN, a quarter (234) were positive and were excluded.ResultsNo gene reached genome-wide significance. Under a recessive model, the most significant gene with at-risk variants was TLR7, with an OR of 27.68 (95%CI 1.5-528.7, P=1.1x10(-4)) for biochemically loss-of-function (bLOF) variants. We replicated the enrichment in rare predicted LOF (pLOF) variants at 13 influenza susceptibility loci involved in TLR3-dependent type I IFN immunity (OR=3.70[95%CI 1.3-8.2], P=2.1x10(-4)). This enrichment was further strengthened by (1) adding the recently reported TYK2 and TLR7 COVID-19 loci, particularly under a recessive model (OR=19.65[95%CI 2.1-2635.4], P=3.4x10(-3)), and (2) considering as pLOF branchpoint variants with potentially strong impacts on splicing among the 15 loci (OR=4.40[9%CI 2.3-8.4], P=7.7x10(-8)). Finally, the patients with pLOF/bLOF variants at these 15 loci were significantly younger (mean age [SD]=43.3 [20.3] years) than the other patients (56.0 [17.3] years; P=1.68x10(-5)).ConclusionsRare variants of TLR3- and TLR7-dependent type I IFN immunity genes can underlie life-threatening COVID-19, particularly with recessive inheritance, in patients under 60 years old