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COVID19 Disease Map, a computational knowledge repository of virus–host interaction mechanisms

We need to effectively combine the knowledge from surging literature with complex datasets to propose mechanistic models of SARS‐CoV‐2 infection, improving data interpretation and predicting key targets of intervention. Here, we describe a large‐scale community effort to build an open access, intero...

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Autores principales: Ostaszewski, Marek, Niarakis, Anna, Mazein, Alexander, Kuperstein, Inna, Phair, Robert, Orta‐Resendiz, Aurelio, Singh, Vidisha, Aghamiri, Sara Sadat, Acencio, Marcio Luis, Glaab, Enrico, Ruepp, Andreas, Fobo, Gisela, Montrone, Corinna, Brauner, Barbara, Frishman, Goar, Monraz Gómez, Luis Cristóbal, Somers, Julia, Hoch, Matti, Kumar Gupta, Shailendra, Scheel, Julia, Borlinghaus, Hanna, Czauderna, Tobias, Schreiber, Falk, Montagud, Arnau, Ponce de Leon, Miguel, Funahashi, Akira, Hiki, Yusuke, Hiroi, Noriko, Yamada, Takahiro G, Dräger, Andreas, Renz, Alina, Naveez, Muhammad, Bocskei, Zsolt, Messina, Francesco, Börnigen, Daniela, Fergusson, Liam, Conti, Marta, Rameil, Marius, Nakonecnij, Vanessa, Vanhoefer, Jakob, Schmiester, Leonard, Wang, Muying, Ackerman, Emily E, Shoemaker, Jason E, Zucker, Jeremy, Oxford, Kristie, Teuton, Jeremy, Kocakaya, Ebru, Summak, Gökçe Yağmur, Hanspers, Kristina, Kutmon, Martina, Coort, Susan, Eijssen, Lars, Ehrhart, Friederike, Rex, Devasahayam Arokia Balaya, Slenter, Denise, Martens, Marvin, Pham, Nhung, Haw, Robin, Jassal, Bijay, Matthews, Lisa, Orlic‐Milacic, Marija, Senff Ribeiro, Andrea, Rothfels, Karen, Shamovsky, Veronica, Stephan, Ralf, Sevilla, Cristoffer, Varusai, Thawfeek, Ravel, Jean‐Marie, Fraser, Rupsha, Ortseifen, Vera, Marchesi, Silvia, Gawron, Piotr, Smula, Ewa, Heirendt, Laurent, Satagopam, Venkata, Wu, Guanming, Riutta, Anders, Golebiewski, Martin, Owen, Stuart, Goble, Carole, Hu, Xiaoming, Overall, Rupert W, Maier, Dieter, Bauch, Angela, Gyori, Benjamin M, Bachman, John A, Vega, Carlos, Grouès, Valentin, Vazquez, Miguel, Porras, Pablo, Licata, Luana, Iannuccelli, Marta, Sacco, Francesca, Nesterova, Anastasia, Yuryev, Anton, de Waard, Anita, Turei, Denes, Luna, Augustin, Babur, Ozgun, Soliman, Sylvain, Valdeolivas, Alberto, Esteban‐Medina, Marina, Peña‐Chilet, Maria, Rian, Kinza, Helikar, Tomáš, Puniya, Bhanwar Lal, Modos, Dezso, Treveil, Agatha, Olbei, Marton, De Meulder, Bertrand, Ballereau, Stephane, Dugourd, Aurélien, Naldi, Aurélien, Noël, Vincent, Calzone, Laurence, Sander, Chris, Demir, Emek, Korcsmaros, Tamas, Freeman, Tom C, Augé, Franck, Beckmann, Jacques S, Hasenauer, Jan, Wolkenhauer, Olaf, Wilighagen, Egon L, Pico, Alexander R, Evelo, Chris T, Gillespie, Marc E, Stein, Lincoln D, Hermjakob, Henning, D'Eustachio, Peter, Saez‐Rodriguez, Julio, Dopazo, Joaquin, Valencia, Alfonso, Kitano, Hiroaki, Barillot, Emmanuel, Auffray, Charles, Balling, Rudi, Schneider, Reinhard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8524328/
https://www.ncbi.nlm.nih.gov/pubmed/34664389
http://dx.doi.org/10.15252/msb.202110387
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author Ostaszewski, Marek
Niarakis, Anna
Mazein, Alexander
Kuperstein, Inna
Phair, Robert
Orta‐Resendiz, Aurelio
Singh, Vidisha
Aghamiri, Sara Sadat
Acencio, Marcio Luis
Glaab, Enrico
Ruepp, Andreas
Fobo, Gisela
Montrone, Corinna
Brauner, Barbara
Frishman, Goar
Monraz Gómez, Luis Cristóbal
Somers, Julia
Hoch, Matti
Kumar Gupta, Shailendra
Scheel, Julia
Borlinghaus, Hanna
Czauderna, Tobias
Schreiber, Falk
Montagud, Arnau
Ponce de Leon, Miguel
Funahashi, Akira
Hiki, Yusuke
Hiroi, Noriko
Yamada, Takahiro G
Dräger, Andreas
Renz, Alina
Naveez, Muhammad
Bocskei, Zsolt
Messina, Francesco
Börnigen, Daniela
Fergusson, Liam
Conti, Marta
Rameil, Marius
Nakonecnij, Vanessa
Vanhoefer, Jakob
Schmiester, Leonard
Wang, Muying
Ackerman, Emily E
Shoemaker, Jason E
Zucker, Jeremy
Oxford, Kristie
Teuton, Jeremy
Kocakaya, Ebru
Summak, Gökçe Yağmur
Hanspers, Kristina
Kutmon, Martina
Coort, Susan
Eijssen, Lars
Ehrhart, Friederike
Rex, Devasahayam Arokia Balaya
Slenter, Denise
Martens, Marvin
Pham, Nhung
Haw, Robin
Jassal, Bijay
Matthews, Lisa
Orlic‐Milacic, Marija
Senff Ribeiro, Andrea
Rothfels, Karen
Shamovsky, Veronica
Stephan, Ralf
Sevilla, Cristoffer
Varusai, Thawfeek
Ravel, Jean‐Marie
Fraser, Rupsha
Ortseifen, Vera
Marchesi, Silvia
Gawron, Piotr
Smula, Ewa
Heirendt, Laurent
Satagopam, Venkata
Wu, Guanming
Riutta, Anders
Golebiewski, Martin
Owen, Stuart
Goble, Carole
Hu, Xiaoming
Overall, Rupert W
Maier, Dieter
Bauch, Angela
Gyori, Benjamin M
Bachman, John A
Vega, Carlos
Grouès, Valentin
Vazquez, Miguel
Porras, Pablo
Licata, Luana
Iannuccelli, Marta
Sacco, Francesca
Nesterova, Anastasia
Yuryev, Anton
de Waard, Anita
Turei, Denes
Luna, Augustin
Babur, Ozgun
Soliman, Sylvain
Valdeolivas, Alberto
Esteban‐Medina, Marina
Peña‐Chilet, Maria
Rian, Kinza
Helikar, Tomáš
Puniya, Bhanwar Lal
Modos, Dezso
Treveil, Agatha
Olbei, Marton
De Meulder, Bertrand
Ballereau, Stephane
Dugourd, Aurélien
Naldi, Aurélien
Noël, Vincent
Calzone, Laurence
Sander, Chris
Demir, Emek
Korcsmaros, Tamas
Freeman, Tom C
Augé, Franck
Beckmann, Jacques S
Hasenauer, Jan
Wolkenhauer, Olaf
Wilighagen, Egon L
Pico, Alexander R
Evelo, Chris T
Gillespie, Marc E
Stein, Lincoln D
Hermjakob, Henning
D'Eustachio, Peter
Saez‐Rodriguez, Julio
Dopazo, Joaquin
Valencia, Alfonso
Kitano, Hiroaki
Barillot, Emmanuel
Auffray, Charles
Balling, Rudi
Schneider, Reinhard
author_facet Ostaszewski, Marek
Niarakis, Anna
Mazein, Alexander
Kuperstein, Inna
Phair, Robert
Orta‐Resendiz, Aurelio
Singh, Vidisha
Aghamiri, Sara Sadat
Acencio, Marcio Luis
Glaab, Enrico
Ruepp, Andreas
Fobo, Gisela
Montrone, Corinna
Brauner, Barbara
Frishman, Goar
Monraz Gómez, Luis Cristóbal
Somers, Julia
Hoch, Matti
Kumar Gupta, Shailendra
Scheel, Julia
Borlinghaus, Hanna
Czauderna, Tobias
Schreiber, Falk
Montagud, Arnau
Ponce de Leon, Miguel
Funahashi, Akira
Hiki, Yusuke
Hiroi, Noriko
Yamada, Takahiro G
Dräger, Andreas
Renz, Alina
Naveez, Muhammad
Bocskei, Zsolt
Messina, Francesco
Börnigen, Daniela
Fergusson, Liam
Conti, Marta
Rameil, Marius
Nakonecnij, Vanessa
Vanhoefer, Jakob
Schmiester, Leonard
Wang, Muying
Ackerman, Emily E
Shoemaker, Jason E
Zucker, Jeremy
Oxford, Kristie
Teuton, Jeremy
Kocakaya, Ebru
Summak, Gökçe Yağmur
Hanspers, Kristina
Kutmon, Martina
Coort, Susan
Eijssen, Lars
Ehrhart, Friederike
Rex, Devasahayam Arokia Balaya
Slenter, Denise
Martens, Marvin
Pham, Nhung
Haw, Robin
Jassal, Bijay
Matthews, Lisa
Orlic‐Milacic, Marija
Senff Ribeiro, Andrea
Rothfels, Karen
Shamovsky, Veronica
Stephan, Ralf
Sevilla, Cristoffer
Varusai, Thawfeek
Ravel, Jean‐Marie
Fraser, Rupsha
Ortseifen, Vera
Marchesi, Silvia
Gawron, Piotr
Smula, Ewa
Heirendt, Laurent
Satagopam, Venkata
Wu, Guanming
Riutta, Anders
Golebiewski, Martin
Owen, Stuart
Goble, Carole
Hu, Xiaoming
Overall, Rupert W
Maier, Dieter
Bauch, Angela
Gyori, Benjamin M
Bachman, John A
Vega, Carlos
Grouès, Valentin
Vazquez, Miguel
Porras, Pablo
Licata, Luana
Iannuccelli, Marta
Sacco, Francesca
Nesterova, Anastasia
Yuryev, Anton
de Waard, Anita
Turei, Denes
Luna, Augustin
Babur, Ozgun
Soliman, Sylvain
Valdeolivas, Alberto
Esteban‐Medina, Marina
Peña‐Chilet, Maria
Rian, Kinza
Helikar, Tomáš
Puniya, Bhanwar Lal
Modos, Dezso
Treveil, Agatha
Olbei, Marton
De Meulder, Bertrand
Ballereau, Stephane
Dugourd, Aurélien
Naldi, Aurélien
Noël, Vincent
Calzone, Laurence
Sander, Chris
Demir, Emek
Korcsmaros, Tamas
Freeman, Tom C
Augé, Franck
Beckmann, Jacques S
Hasenauer, Jan
Wolkenhauer, Olaf
Wilighagen, Egon L
Pico, Alexander R
Evelo, Chris T
Gillespie, Marc E
Stein, Lincoln D
Hermjakob, Henning
D'Eustachio, Peter
Saez‐Rodriguez, Julio
Dopazo, Joaquin
Valencia, Alfonso
Kitano, Hiroaki
Barillot, Emmanuel
Auffray, Charles
Balling, Rudi
Schneider, Reinhard
author_sort Ostaszewski, Marek
collection PubMed
description We need to effectively combine the knowledge from surging literature with complex datasets to propose mechanistic models of SARS‐CoV‐2 infection, improving data interpretation and predicting key targets of intervention. Here, we describe a large‐scale community effort to build an open access, interoperable and computable repository of COVID‐19 molecular mechanisms. The COVID‐19 Disease Map (C19DMap) is a graphical, interactive representation of disease‐relevant molecular mechanisms linking many knowledge sources. Notably, it is a computational resource for graph‐based analyses and disease modelling. To this end, we established a framework of tools, platforms and guidelines necessary for a multifaceted community of biocurators, domain experts, bioinformaticians and computational biologists. The diagrams of the C19DMap, curated from the literature, are integrated with relevant interaction and text mining databases. We demonstrate the application of network analysis and modelling approaches by concrete examples to highlight new testable hypotheses. This framework helps to find signatures of SARS‐CoV‐2 predisposition, treatment response or prioritisation of drug candidates. Such an approach may help deal with new waves of COVID‐19 or similar pandemics in the long‐term perspective.
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spelling pubmed-85243282021-10-29 COVID19 Disease Map, a computational knowledge repository of virus–host interaction mechanisms Ostaszewski, Marek Niarakis, Anna Mazein, Alexander Kuperstein, Inna Phair, Robert Orta‐Resendiz, Aurelio Singh, Vidisha Aghamiri, Sara Sadat Acencio, Marcio Luis Glaab, Enrico Ruepp, Andreas Fobo, Gisela Montrone, Corinna Brauner, Barbara Frishman, Goar Monraz Gómez, Luis Cristóbal Somers, Julia Hoch, Matti Kumar Gupta, Shailendra Scheel, Julia Borlinghaus, Hanna Czauderna, Tobias Schreiber, Falk Montagud, Arnau Ponce de Leon, Miguel Funahashi, Akira Hiki, Yusuke Hiroi, Noriko Yamada, Takahiro G Dräger, Andreas Renz, Alina Naveez, Muhammad Bocskei, Zsolt Messina, Francesco Börnigen, Daniela Fergusson, Liam Conti, Marta Rameil, Marius Nakonecnij, Vanessa Vanhoefer, Jakob Schmiester, Leonard Wang, Muying Ackerman, Emily E Shoemaker, Jason E Zucker, Jeremy Oxford, Kristie Teuton, Jeremy Kocakaya, Ebru Summak, Gökçe Yağmur Hanspers, Kristina Kutmon, Martina Coort, Susan Eijssen, Lars Ehrhart, Friederike Rex, Devasahayam Arokia Balaya Slenter, Denise Martens, Marvin Pham, Nhung Haw, Robin Jassal, Bijay Matthews, Lisa Orlic‐Milacic, Marija Senff Ribeiro, Andrea Rothfels, Karen Shamovsky, Veronica Stephan, Ralf Sevilla, Cristoffer Varusai, Thawfeek Ravel, Jean‐Marie Fraser, Rupsha Ortseifen, Vera Marchesi, Silvia Gawron, Piotr Smula, Ewa Heirendt, Laurent Satagopam, Venkata Wu, Guanming Riutta, Anders Golebiewski, Martin Owen, Stuart Goble, Carole Hu, Xiaoming Overall, Rupert W Maier, Dieter Bauch, Angela Gyori, Benjamin M Bachman, John A Vega, Carlos Grouès, Valentin Vazquez, Miguel Porras, Pablo Licata, Luana Iannuccelli, Marta Sacco, Francesca Nesterova, Anastasia Yuryev, Anton de Waard, Anita Turei, Denes Luna, Augustin Babur, Ozgun Soliman, Sylvain Valdeolivas, Alberto Esteban‐Medina, Marina Peña‐Chilet, Maria Rian, Kinza Helikar, Tomáš Puniya, Bhanwar Lal Modos, Dezso Treveil, Agatha Olbei, Marton De Meulder, Bertrand Ballereau, Stephane Dugourd, Aurélien Naldi, Aurélien Noël, Vincent Calzone, Laurence Sander, Chris Demir, Emek Korcsmaros, Tamas Freeman, Tom C Augé, Franck Beckmann, Jacques S Hasenauer, Jan Wolkenhauer, Olaf Wilighagen, Egon L Pico, Alexander R Evelo, Chris T Gillespie, Marc E Stein, Lincoln D Hermjakob, Henning D'Eustachio, Peter Saez‐Rodriguez, Julio Dopazo, Joaquin Valencia, Alfonso Kitano, Hiroaki Barillot, Emmanuel Auffray, Charles Balling, Rudi Schneider, Reinhard Mol Syst Biol Articles We need to effectively combine the knowledge from surging literature with complex datasets to propose mechanistic models of SARS‐CoV‐2 infection, improving data interpretation and predicting key targets of intervention. Here, we describe a large‐scale community effort to build an open access, interoperable and computable repository of COVID‐19 molecular mechanisms. The COVID‐19 Disease Map (C19DMap) is a graphical, interactive representation of disease‐relevant molecular mechanisms linking many knowledge sources. Notably, it is a computational resource for graph‐based analyses and disease modelling. To this end, we established a framework of tools, platforms and guidelines necessary for a multifaceted community of biocurators, domain experts, bioinformaticians and computational biologists. The diagrams of the C19DMap, curated from the literature, are integrated with relevant interaction and text mining databases. We demonstrate the application of network analysis and modelling approaches by concrete examples to highlight new testable hypotheses. This framework helps to find signatures of SARS‐CoV‐2 predisposition, treatment response or prioritisation of drug candidates. Such an approach may help deal with new waves of COVID‐19 or similar pandemics in the long‐term perspective. John Wiley and Sons Inc. 2021-10-19 /pmc/articles/PMC8524328/ /pubmed/34664389 http://dx.doi.org/10.15252/msb.202110387 Text en © 2021 The Authors. Published under the terms of the CC BY 4.0 license https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Articles
Ostaszewski, Marek
Niarakis, Anna
Mazein, Alexander
Kuperstein, Inna
Phair, Robert
Orta‐Resendiz, Aurelio
Singh, Vidisha
Aghamiri, Sara Sadat
Acencio, Marcio Luis
Glaab, Enrico
Ruepp, Andreas
Fobo, Gisela
Montrone, Corinna
Brauner, Barbara
Frishman, Goar
Monraz Gómez, Luis Cristóbal
Somers, Julia
Hoch, Matti
Kumar Gupta, Shailendra
Scheel, Julia
Borlinghaus, Hanna
Czauderna, Tobias
Schreiber, Falk
Montagud, Arnau
Ponce de Leon, Miguel
Funahashi, Akira
Hiki, Yusuke
Hiroi, Noriko
Yamada, Takahiro G
Dräger, Andreas
Renz, Alina
Naveez, Muhammad
Bocskei, Zsolt
Messina, Francesco
Börnigen, Daniela
Fergusson, Liam
Conti, Marta
Rameil, Marius
Nakonecnij, Vanessa
Vanhoefer, Jakob
Schmiester, Leonard
Wang, Muying
Ackerman, Emily E
Shoemaker, Jason E
Zucker, Jeremy
Oxford, Kristie
Teuton, Jeremy
Kocakaya, Ebru
Summak, Gökçe Yağmur
Hanspers, Kristina
Kutmon, Martina
Coort, Susan
Eijssen, Lars
Ehrhart, Friederike
Rex, Devasahayam Arokia Balaya
Slenter, Denise
Martens, Marvin
Pham, Nhung
Haw, Robin
Jassal, Bijay
Matthews, Lisa
Orlic‐Milacic, Marija
Senff Ribeiro, Andrea
Rothfels, Karen
Shamovsky, Veronica
Stephan, Ralf
Sevilla, Cristoffer
Varusai, Thawfeek
Ravel, Jean‐Marie
Fraser, Rupsha
Ortseifen, Vera
Marchesi, Silvia
Gawron, Piotr
Smula, Ewa
Heirendt, Laurent
Satagopam, Venkata
Wu, Guanming
Riutta, Anders
Golebiewski, Martin
Owen, Stuart
Goble, Carole
Hu, Xiaoming
Overall, Rupert W
Maier, Dieter
Bauch, Angela
Gyori, Benjamin M
Bachman, John A
Vega, Carlos
Grouès, Valentin
Vazquez, Miguel
Porras, Pablo
Licata, Luana
Iannuccelli, Marta
Sacco, Francesca
Nesterova, Anastasia
Yuryev, Anton
de Waard, Anita
Turei, Denes
Luna, Augustin
Babur, Ozgun
Soliman, Sylvain
Valdeolivas, Alberto
Esteban‐Medina, Marina
Peña‐Chilet, Maria
Rian, Kinza
Helikar, Tomáš
Puniya, Bhanwar Lal
Modos, Dezso
Treveil, Agatha
Olbei, Marton
De Meulder, Bertrand
Ballereau, Stephane
Dugourd, Aurélien
Naldi, Aurélien
Noël, Vincent
Calzone, Laurence
Sander, Chris
Demir, Emek
Korcsmaros, Tamas
Freeman, Tom C
Augé, Franck
Beckmann, Jacques S
Hasenauer, Jan
Wolkenhauer, Olaf
Wilighagen, Egon L
Pico, Alexander R
Evelo, Chris T
Gillespie, Marc E
Stein, Lincoln D
Hermjakob, Henning
D'Eustachio, Peter
Saez‐Rodriguez, Julio
Dopazo, Joaquin
Valencia, Alfonso
Kitano, Hiroaki
Barillot, Emmanuel
Auffray, Charles
Balling, Rudi
Schneider, Reinhard
COVID19 Disease Map, a computational knowledge repository of virus–host interaction mechanisms
title COVID19 Disease Map, a computational knowledge repository of virus–host interaction mechanisms
title_full COVID19 Disease Map, a computational knowledge repository of virus–host interaction mechanisms
title_fullStr COVID19 Disease Map, a computational knowledge repository of virus–host interaction mechanisms
title_full_unstemmed COVID19 Disease Map, a computational knowledge repository of virus–host interaction mechanisms
title_short COVID19 Disease Map, a computational knowledge repository of virus–host interaction mechanisms
title_sort covid19 disease map, a computational knowledge repository of virus–host interaction mechanisms
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8524328/
https://www.ncbi.nlm.nih.gov/pubmed/34664389
http://dx.doi.org/10.15252/msb.202110387
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AT jassalbijay covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT matthewslisa covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT orlicmilacicmarija covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT senffribeiroandrea covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT rothfelskaren covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT shamovskyveronica covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT stephanralf covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT sevillacristoffer covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT varusaithawfeek covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT raveljeanmarie covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT fraserrupsha covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT ortseifenvera covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT marchesisilvia covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT gawronpiotr covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT smulaewa covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT heirendtlaurent covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT satagopamvenkata covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT wuguanming covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT riuttaanders covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT golebiewskimartin covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT owenstuart covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT goblecarole covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT huxiaoming covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT overallrupertw covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT maierdieter covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT bauchangela covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT gyoribenjaminm covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT bachmanjohna covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT vegacarlos covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT grouesvalentin covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT vazquezmiguel covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT porraspablo covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT licataluana covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT iannuccellimarta covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT saccofrancesca covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT nesterovaanastasia covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT yuryevanton covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT dewaardanita covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT tureidenes covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT lunaaugustin covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT baburozgun covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT solimansylvain covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT valdeolivasalberto covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT estebanmedinamarina covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT penachiletmaria covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT riankinza covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT helikartomas covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT puniyabhanwarlal covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT modosdezso covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT treveilagatha covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT olbeimarton covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT demeulderbertrand covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT ballereaustephane covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT dugourdaurelien covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT naldiaurelien covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT noelvincent covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT calzonelaurence covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT sanderchris covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT demiremek covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT korcsmarostamas covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT freemantomc covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT augefranck covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT beckmannjacquess covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT hasenauerjan covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT wolkenhauerolaf covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT wilighagenegonl covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT picoalexanderr covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT evelochrist covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT gillespiemarce covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT steinlincolnd covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT hermjakobhenning covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT deustachiopeter covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT saezrodriguezjulio covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT dopazojoaquin covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT valenciaalfonso covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT kitanohiroaki covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT barillotemmanuel covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT auffraycharles covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT ballingrudi covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT schneiderreinhard covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms
AT covid19diseasemapacomputationalknowledgerepositoryofvirushostinteractionmechanisms