shinyCurves, a shiny web application to analyse multisource qPCR amplification data: a COVID‑19 case study

[EN]Background Quantitative, reverse transcription PCR (qRT-PCR) is currently the gold-standard for SARS-CoV-2 detection and it is also used for detection of other virus. Manual data analysis of a small number of qRT-PCR plates per day is a relatively simple task, but automated, integrative strategi...

Descripción completa

Detalles Bibliográficos
Autores: Olaechea Lázaro, Sonia, García Santisteban, Iraia, Pineda Martí, José Ramón, Badiola Echaburu, Iker, Alonso Alegre, Santos, Bilbao Catalá, José Ramón, Fernández Jiménez, Nora
Tipo de recurso: artículo
Fecha de publicación:2021
País:España
Institución:Universidad del País Vasco
Repositorio:Addi. Archivo Digital para la Docencia y la Investigación
OAI Identifier:oai:addi.ehu.eus:10810/53917
Acceso en línea:http://hdl.handle.net/10810/53917
Access Level:acceso abierto
Palabra clave:diagnosis
qRT‑PCR
melting and amplification curves
COVID‑19
data analysis
medical informatics
virology
shiny application
Descripción
Sumario:[EN]Background Quantitative, reverse transcription PCR (qRT-PCR) is currently the gold-standard for SARS-CoV-2 detection and it is also used for detection of other virus. Manual data analysis of a small number of qRT-PCR plates per day is a relatively simple task, but automated, integrative strategies are needed if a laboratory is dealing with hundreds of plates per day, as is being the case in the COVID-19 pandemic. Results Here we present shinyCurves, an online shiny-based, free software to analyze qRT-PCR amplification data from multi-plate and multi-platform formats. Our shiny application does not require any programming experience and is able to call samples Positive, Negative or Undetermined for viral infection according to a number of user-defined settings, apart from providing a complete set of melting and amplification curve plots for the visual inspection of results. Conclusions shinyCurves is a flexible, integrative and user-friendly software that speeds-up the analysis of massive qRT-PCR data from different sources, with the possibility of automatically producing and evaluating melting and amplification curve plots.