Literature DB >> 33478554

Mechanistic modeling of the SARS-CoV-2 disease map.

Kinza Rian1, Marina Esteban-Medina1,2, Marta R Hidalgo3, Cankut Çubuk1, Matias M Falco1,4, Carlos Loucera1,2, Devrim Gunyel5, Marek Ostaszewski5, María Peña-Chilet6,7,8, Joaquín Dopazo9,10,11,12.   

Abstract

Here we present a web interface that implements a comprehensive mechanistic model of the SARS-CoV-2 disease map. In this framework, the detailed activity of the human signaling circuits related to the viral infection, covering from the entry and replication mechanisms to the downstream consequences as inflammation and antigenic response, can be inferred from gene expression experiments. Moreover, the effect of potential interventions, such as knock-downs, or drug effects (currently the system models the effect of more than 8000 DrugBank drugs) can be studied. This freely available tool not only provides an unprecedentedly detailed view of the mechanisms of viral invasion and the consequences in the cell but has also the potential of becoming an invaluable asset in the search for efficient antiviral treatments.

Entities:  

Keywords:  COVID-19; Drug discovery; Mechanistic modeling; Signaling pathway; Systems biology

Year:  2021        PMID: 33478554      PMCID: PMC7817765          DOI: 10.1186/s13040-021-00234-1

Source DB:  PubMed          Journal:  BioData Min        ISSN: 1756-0381            Impact factor:   2.522


  32 in total

1.  Gene Expression Integration into Pathway Modules Reveals a Pan-Cancer Metabolic Landscape.

Authors:  Cankut Cubuk; Marta R Hidalgo; Alicia Amadoz; Miguel A Pujana; Francesca Mateo; Carmen Herranz; Jose Carbonell-Caballero; Joaquin Dopazo
Journal:  Cancer Res       Date:  2018-08-22       Impact factor: 12.701

Review 2.  Type I interferon: a new player in TNF signaling.

Authors:  Anna Yarilina; Lionel B Ivashkiv
Journal:  Curr Dir Autoimmun       Date:  2010-02-18

3.  Identifying drug effects via pathway alterations using an integer linear programming optimization formulation on phosphoproteomic data.

Authors:  Alexander Mitsos; Ioannis N Melas; Paraskeuas Siminelakis; Aikaterini D Chairakaki; Julio Saez-Rodriguez; Leonidas G Alexopoulos
Journal:  PLoS Comput Biol       Date:  2009-12-04       Impact factor: 4.475

4.  Assessing the impact of mutations found in next generation sequencing data over human signaling pathways.

Authors:  Rosa D Hernansaiz-Ballesteros; Francisco Salavert; Patricia Sebastián-León; Alejandro Alemán; Ignacio Medina; Joaquín Dopazo
Journal:  Nucleic Acids Res       Date:  2015-04-16       Impact factor: 16.971

5.  KEGG as a reference resource for gene and protein annotation.

Authors:  Minoru Kanehisa; Yoko Sato; Masayuki Kawashima; Miho Furumichi; Mao Tanabe
Journal:  Nucleic Acids Res       Date:  2015-10-17       Impact factor: 16.971

6.  A novel coronavirus outbreak of global health concern.

Authors:  Chen Wang; Peter W Horby; Frederick G Hayden; George F Gao
Journal:  Lancet       Date:  2020-01-24       Impact factor: 79.321

7.  Personalized signaling models for personalized treatments.

Authors:  Julio Saez-Rodriguez; Nils Blüthgen
Journal:  Mol Syst Biol       Date:  2020-01       Impact factor: 11.429

8.  Stress-induced activation of brown adipose tissue prevents obesity in conditions of low adaptive thermogenesis.

Authors:  Maria Razzoli; Andrea Frontini; Allison Gurney; Eleonora Mondini; Cankut Cubuk; Liora S Katz; Cheryl Cero; Patrick J Bolan; Joaquin Dopazo; Antonio Vidal-Puig; Saverio Cinti; Alessandro Bartolomucci
Journal:  Mol Metab       Date:  2015-11-11       Impact factor: 7.422

9.  Network-based drug repurposing for novel coronavirus 2019-nCoV/SARS-CoV-2.

Authors:  Yadi Zhou; Yuan Hou; Jiayu Shen; Yin Huang; William Martin; Feixiong Cheng
Journal:  Cell Discov       Date:  2020-03-16       Impact factor: 10.849

Review 10.  A comparison of mechanistic signaling pathway activity analysis methods.

Authors:  Alicia Amadoz; Marta R Hidalgo; Cankut Çubuk; José Carbonell-Caballero; Joaquín Dopazo
Journal:  Brief Bioinform       Date:  2019-09-27       Impact factor: 11.622

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  3 in total

1.  Discovering potential interactions between rare diseases and COVID-19 by combining mechanistic models of viral infection with statistical modeling.

Authors:  Macarena López-Sánchez; Carlos Loucera; María Peña-Chilet; Joaquín Dopazo
Journal:  Hum Mol Genet       Date:  2022-06-22       Impact factor: 5.121

2.  Real world evidence of calcifediol or vitamin D prescription and mortality rate of COVID-19 in a retrospective cohort of hospitalized Andalusian patients.

Authors:  Carlos Loucera; María Peña-Chilet; Marina Esteban-Medina; Dolores Muñoyerro-Muñiz; Román Villegas; Jose Lopez-Miranda; Jesus Rodriguez-Baño; Isaac Túnez; Roger Bouillon; Joaquin Dopazo; Jose Manuel Quesada Gomez
Journal:  Sci Rep       Date:  2021-12-03       Impact factor: 4.379

3.  COVID19 Disease Map, a computational knowledge repository of virus-host interaction mechanisms.

Authors:  Marek Ostaszewski; Anna Niarakis; Alexander Mazein; Inna Kuperstein; Robert Phair; Aurelio Orta-Resendiz; Vidisha Singh; Sara Sadat Aghamiri; Marcio Luis Acencio; Enrico Glaab; Andreas Ruepp; Gisela Fobo; Corinna Montrone; Barbara Brauner; Goar Frishman; Luis Cristóbal Monraz Gómez; Julia Somers; Matti Hoch; Shailendra Kumar Gupta; Julia Scheel; Hanna Borlinghaus; Tobias Czauderna; Falk Schreiber; Arnau Montagud; Miguel Ponce de Leon; Akira Funahashi; Yusuke Hiki; Noriko Hiroi; Takahiro G Yamada; Andreas Dräger; Alina Renz; Muhammad Naveez; Zsolt Bocskei; Francesco Messina; Daniela Börnigen; Liam Fergusson; Marta Conti; Marius Rameil; Vanessa Nakonecnij; Jakob Vanhoefer; Leonard Schmiester; Muying Wang; Emily E Ackerman; Jason E Shoemaker; Jeremy Zucker; Kristie Oxford; Jeremy Teuton; Ebru Kocakaya; Gökçe Yağmur Summak; Kristina Hanspers; Martina Kutmon; Susan Coort; Lars Eijssen; Friederike Ehrhart; Devasahayam Arokia Balaya Rex; Denise Slenter; Marvin Martens; Nhung Pham; Robin Haw; Bijay Jassal; Lisa Matthews; Marija Orlic-Milacic; Andrea Senff Ribeiro; Karen Rothfels; Veronica Shamovsky; Ralf Stephan; Cristoffer Sevilla; Thawfeek Varusai; Jean-Marie Ravel; Rupsha Fraser; Vera Ortseifen; Silvia Marchesi; Piotr Gawron; Ewa Smula; Laurent Heirendt; Venkata Satagopam; Guanming Wu; Anders Riutta; Martin Golebiewski; Stuart Owen; Carole Goble; Xiaoming Hu; Rupert W Overall; Dieter Maier; Angela Bauch; Benjamin M Gyori; John A Bachman; Carlos Vega; Valentin Grouès; Miguel Vazquez; Pablo Porras; Luana Licata; Marta Iannuccelli; Francesca Sacco; Anastasia Nesterova; Anton Yuryev; Anita de Waard; Denes Turei; Augustin Luna; Ozgun Babur; Sylvain Soliman; Alberto Valdeolivas; Marina Esteban-Medina; Maria Peña-Chilet; Kinza Rian; Tomáš Helikar; Bhanwar Lal Puniya; Dezso Modos; Agatha Treveil; Marton Olbei; Bertrand De Meulder; Stephane Ballereau; Aurélien Dugourd; Aurélien Naldi; Vincent Noël; Laurence Calzone; Chris Sander; Emek Demir; Tamas Korcsmaros; Tom C Freeman; Franck Augé; Jacques S Beckmann; Jan Hasenauer; Olaf Wolkenhauer; Egon L Wilighagen; Alexander R Pico; Chris T Evelo; Marc E Gillespie; Lincoln D Stein; Henning Hermjakob; Peter D'Eustachio; Julio Saez-Rodriguez; Joaquin Dopazo; Alfonso Valencia; Hiroaki Kitano; Emmanuel Barillot; Charles Auffray; Rudi Balling; Reinhard Schneider
Journal:  Mol Syst Biol       Date:  2021-10       Impact factor: 11.429

  3 in total

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