Bioinformatic approach for transcriptomics: integration of gene expression data based on RNA-seq with tissue localization

Date

2023

Authors

Marcos Serrano, Ignacio

Publisher

Acceso abierto / Sarbide irekia
Trabajo Fin de Grado / Gradu Amaierako Lana

Project identifier

Abstract

One of the main challenges in current system biology research comes when different types of data must be accessed from various sources, metrics and visualization and analysis tools. The challenge increases when it comes to genetics and transcriptomics, in which, for most experiments, genes employ different naming identification based on the genome version, data normalization uses different protocols and data is compiled using different techniques. Accordingly, there is a need for an analytical-visual tool for cientific support which works as a research platform that incorporates all compiled data and provides integrated search, analysis and visualization features within a single platform, providing the latest and comprehensible data available. In this thesis, we present MtView; https://mtview.herokuapp.com/, a web tool for exploring multiple research levels of the legume plant Medicago truncatula and its nitrogen-fixing symbiotic interaction with the bacterium Sinorhizobium meliloti through a simple user interface. The app connects with various publicly available web services containing gene transcriptome, genome, proteome, interactome, tissue localization and 3D molecular structure for around the 70.000 genes expressed in the aforementioned legume.

Description

Keywords

Bioinformatics, Transcriptomics, Genomics, Proteomics, Interactomics, RNA sequencing, Symbiosis, Tissue localization, Medicago truncatula, Sinorhizobium meliloti, Normalization, Web development, Python, HTML, JavaScript, CSS, R

Department

Faculty/School

Escuela Técnica Superior de Ingeniería Industrial, Informática y de Telecomunicación / Industria, Informatika eta Telekomunikazio Ingeniaritzako Goi Mailako Eskola Teknikoa

Degree

Graduado o Graduada en Ingeniería Informática por la Universidad Pública de Navarra, Informatika Ingeniaritzako Graduatua Nafarroako Unibertsitate Publikoan

Doctorate program

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