Literature DB >> 33552046

Host Transcriptomic Response Following Administration of Rotavirus Vaccine in Infants' Mimics Wild Type Infection.

Alberto Gómez-Carballa1,2,3, Ruth Barral-Arca1,2,3, Miriam Cebey-López1,2,3, Maria José Currás-Tuala1,2,3, Sara Pischedda1,2,3, José Gómez-Rial1,3, Dominic Habgood-Coote4, Jethro A Herberg4, Myrsini Kaforou4, Federico Martinón-Torres1,2, Antonio Salas1,3.   

Abstract

Background: Rotavirus (RV) is an enteric pathogen that has devastating impact on childhood morbidity and mortality worldwide. The immunologic mechanism underlying the protection achieved after RV vaccination is not yet fully understood.
Methods: We compared the transcriptome of children affected by community-acquired RV infection and children immunized with a live attenuated RV vaccine (RotaTeq®).
Results: RV vaccination mimics the wild type infection causing similar changes in children's transcriptome, including transcripts associated with cell cycle, diarrhea, nausea, vomiting, intussusception, and abnormal morphology of midgut. A machine learning approach allowed to detect a combination of nine-transcripts that differentiates vaccinated from convalescent-naturally infected children (AUC: 90%; 95%CI: 70-100) and distinguishes between acute-infected and healthy control children (in both cases, AUC: 100%; 95%CI: 100-100). We identified a miRNA hsa-mir-149 that seems to play a role in the host defense against viral pathogens and may have an antiviral role. Discussion: Our findings might shed further light in the understanding of RV infection, its functional link to intussusception causes, as well as guide development of antiviral treatments and safer and more effective vaccines. The nine-transcript signature may constitute a marker of vaccine protection and helps to differentiate vaccinated from naturally infected or susceptible children.
Copyright © 2021 Gómez-Carballa, Barral-Arca, Cebey-López, Currás-Tuala, Pischedda, Gómez-Rial, Habgood-Coote, Herberg, Kaforou, Martinón-Torres and Salas.

Entities:  

Keywords:  RNA-seq; biomarkers; intussusception; machine learning; miRNA; rotavirus; transcriptomics; vaccination

Year:  2021        PMID: 33552046      PMCID: PMC7859632          DOI: 10.3389/fimmu.2020.580219

Source DB:  PubMed          Journal:  Front Immunol        ISSN: 1664-3224            Impact factor:   7.561


  55 in total

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Authors:  A Salas; J Pardo-Seco; M Cebey-López; J M Martinón-Martínez; J Gómez-Rial; M J Currás-Tuala; S Pischedda; R Barral-Arca; A Justicia-Grande; I Rivero-Calle; J Vilar; F Martinón-Torres
Journal:  Vaccine       Date:  2019-05-04       Impact factor: 3.641

Review 2.  The cell cycle: a review.

Authors:  K A Schafer
Journal:  Vet Pathol       Date:  1998-11       Impact factor: 2.221

Review 3.  Harnessing the beneficial heterologous effects of vaccination.

Authors:  Helen S Goodridge; S Sohail Ahmed; Nigel Curtis; Tobias R Kollmann; Ofer Levy; Mihai G Netea; Andrew J Pollard; Reinout van Crevel; Christopher B Wilson
Journal:  Nat Rev Immunol       Date:  2016-05-09       Impact factor: 53.106

4.  KEGG for integration and interpretation of large-scale molecular data sets.

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Journal:  Nucleic Acids Res       Date:  2011-11-10       Impact factor: 16.971

5.  Trends in rotavirus from 2001 to 2015 in two paediatric hospitals in Atlanta, Georgia.

Authors:  B K Sederdahl; J Yi; R C Jerris; S E Gillespie; L F Westblade; C S Kraft; A L Shane; E J Anderson
Journal:  Epidemiol Infect       Date:  2018-02-12       Impact factor: 4.434

6.  Prediction of Gut Wall Integrity Loss in Viral Gastroenteritis by Non-Invasive Marker.

Authors:  Hala G Elnady; Lobna S Sherif; Maysa T Saleh; Inas R El-Alameey; Mai M Youssef; Amal I El Shafie; Iman Helwa; Haiam Abdel Raouf; Ahmed N El-Taweel
Journal:  Open Access Maced J Med Sci       Date:  2015-03-05

Review 7.  Differences of Rotavirus Vaccine Effectiveness by Country: Likely Causes and Contributing Factors.

Authors:  Ulrich Desselberger
Journal:  Pathogens       Date:  2017-12-12

8.  DisGeNET: a comprehensive platform integrating information on human disease-associated genes and variants.

Authors:  Janet Piñero; Àlex Bravo; Núria Queralt-Rosinach; Alba Gutiérrez-Sacristán; Jordi Deu-Pons; Emilio Centeno; Javier García-García; Ferran Sanz; Laura I Furlong
Journal:  Nucleic Acids Res       Date:  2016-10-19       Impact factor: 16.971

9.  RNA-Seq Data-Mining Allows the Discovery of Two Long Non-Coding RNA Biomarkers of Viral Infection in Humans.

Authors:  Ruth Barral-Arca; Alberto Gómez-Carballa; Miriam Cebey-López; María José Currás-Tuala; Sara Pischedda; Sandra Viz-Lasheras; Xabier Bello; Federico Martinón-Torres; Antonio Salas
Journal:  Int J Mol Sci       Date:  2020-04-15       Impact factor: 5.923

10.  Further considerations on rotavirus vaccination and seizure-related hospitalization rates.

Authors:  Jose Gómez-Rial; Sonia Sánchez-Batán; Irene Rivero-Calle; Jacobo Pardo-Seco; José María Martinón-Martínez; Antonio Salas; Federico Martinón-Torres
Journal:  Infect Drug Resist       Date:  2019-04-29       Impact factor: 4.003

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  1 in total

1.  Role and Diagnostic Performance of Host Epigenome in Respiratory Morbidity after RSV Infection: The EPIRESVi Study.

Authors:  Sara Pischedda; Irene Rivero-Calle; Alberto Gómez-Carballa; Miriam Cebey-López; Ruth Barral-Arca; Jose Gómez-Rial; Jacobo Pardo-Seco; María-José Curras-Tuala; Sandra Viz-Lasheras; Xabier Bello; Ana B Crujeiras; Angel Diaz-Lagares; María Teresa González-López; Federico Martinón-Torres; Antonio Salas
Journal:  Front Immunol       Date:  2022-05-10       Impact factor: 8.786

  1 in total

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