• Research Topics

Found 71 Results
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Transcriptomics


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Metabolomics


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Antiviral therapies


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Neuroinflammation


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Virology


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Outreach for bioinformatics reserach

We develop actions and materials to bring the bioinformatics discipline to children, schools, and the...


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Applications in monitoring, design, optimization and control of bioprocesses


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Mathematical methods and software tools for systems biology


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Modeling intereactions in biological systems


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Modeling microbial systems at multiple scales


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Development of Genomic tools for Population Analysis of Variability

Statistical Studies to develop methods to better understand the genetic variability. Development of Software and...


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omics analysis of male reproductive traits in swine

Applying different omics approaches (GWAS, WGS, RNA-Seq, MNase-Seq, single cell multiome – RNA + ATAC)...


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Productive efficiency and resilience of Spanish chicken breeds to global warming

This project proposes the sequencing of up to 600 hens of Spanish breeds. With this...


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Increase the depth of tumor spatial phenotyping with virtual multiplexing

Single-cell resolution volumetric imaging is an uprising technique in the biomedical research as it permits...


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Unravelling the role of the tumor microenvironment in tumor invasive behavior and resistance to immunotherapy in Diffuse Midline Glioma.

Modern technologies allow to study the distinct aspects involved in tumor progression from different angles,...


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Understanding the mode-of-action of T cell immunotherapy against solid tumors to overcome resistance.

Despite the revolutionary success of cancer T-Cell Immunotherapies their efficacy in treating solid tumours, is...


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New methods to elucidate molecular effects of mutations on protein structure and function

This research line is conducted in collaboration with Uppsala University, where I co-supervise a PhD...


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Dynamics and optimal control of biosystems


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Optimality principles in biological systems


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Forward engineering: computer-aided design in synthetic biology


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Reverse engineering: systems identification (dynamic modelling) of biological networks


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Predictive models for precision modulation of G protein–coupled receptors (GPCRs): allosteric modulators and biassed agonists

Starting from our deep understanding of the GPCR signaling systems, and our current structure-based computational...


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Development of novel polypharmacology-based cancer immunotherapy strategies targeting the purinergic signalling pathway

Blocking the A2B Adenosine Receptor is a selective mechanism of therapeutic intervention, since this receptor...


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Molecular Simulations and Design of Plastic-degrading enzymes


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Developing a DNA biofoundry towards the AI-guided exploration of microbial chemical space.

We are actively involved in the development of a DNA biofoundry (CNBio) that integrates advanced...


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System level analysis and designing microbial communities

The division of labor allows an expanded complexity and functionality in microorganisms. Guided by these...


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Understanding and exploiting the multioptimality of microbial metabolism

Microbial metabolism operates and evolves under the trade-off between two principles: optimality under one given...


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Increasing the completeness and scope of metabolic reconstructions

We are committed to building a niche-specific collection of standardised and highly reproducible metabolic models....


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BCR and TCR repertoire analysis


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Optimize novel vaccination strategies for aquaculture


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Understand how the adaptive immune system is regulated in teleost fish


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Translational Applications in the global LIfE area

Applying our findings to improve clinical outcomes and foster sustainable agricultural practices.


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Tumour/Virus/Bac Microenvironments

Investigating the dynamics of tumour/virus/bacteria–host interactions, focusing on immune modulation and spatial heterogeneity.


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Multi-omics Integration

Combining genomics, transcriptomics, proteomics, and spatial data to achieve a holistic view of biological systems.


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Machine Learning & Deep Learning in Biology

Developing and applying cutting-edge algorithms for biological data analysis and predictive modelling.


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Diet-host-microbe interactions in health and disease


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Topological Machine Learning

Exploring topological and geometric approaches to unveil robust patterns in high-dimensional multi-omics data.


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Application of Deep Learning to Biomedical Image Analysis


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Development of Computational Tools for Spatial Transcriptomics Data Analysis


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Application of Machine Learning for Cancer Biomarker Discovery


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OMICS TECHNOLOGIES AND NEW COMPUTATIONAL CHALLENGES

In recent years, omics technologies have become common practice in the field of neuroscience. Multiple...


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Crop Genomics and Breeding Methods


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Digital evolution

Studying evolution in the lab provides valuable insights but is often constrained by long timescales...


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Development of efficient methods for calculating paths of minimum or maximum parameter values (e.g., minimum energy paths) through surfaces of any number of dimensions.

MEPSAnd: Minimum Energy Path Surface Analysis over n-dimensional surfaces [http://bioweb.cbm.uam.es/software/MEPSAnd/] MEPSA: Minimum Energy Pathway A...


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Analysis by computational simulation of enzymatic reactions catalyzed by enzymes of biomedical interest. Design of specific inhibitors.


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Promoting citizen science to bridge scientific research and society through participatory and educational initiatives

We are committed to training the next generation of interdisciplinary experts who integrate data science,...


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Investigating host–microbiota interactions in complex diseases through systems biology, network analysis, and advanced in vitro models

We employ systems biology approaches and complex network analysis to elucidate host–microbiota interactions in chronic...


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Understanding human metabolic variability through computational and bioinformatic methods for precision nutrition

We develop and apply computational and bioinformatic tools to investigate how different nutrients, nutritional strategies,...


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Interacciones hospedador-microbiota

Investigar las interacciones hospedador-microbiota en enfermedades complejas, con el objetivo de incluirlo en las intervenciones...


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Intracellular trafficking of vesicles in hyperpolarized cells

Using a filamentous fungus as the model organism, we identify and characterize common eukaryotic and...


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The regulatory genome of human malaria mosquitoes

A malaria infection induces drastic and rapid phenotypic and gene expression changes in mosquitoes that...


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Transcriptional regulation in human malaria parasites

Over the last years we have started to decipher how different Plasmodium spp. regulate their genome...


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Epigenetics of adaptation in malaria

We are interested in understanding the epigenetic mechanisms that control cell plasticity in pathogens in response...


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Genome-based prediction of bacterial environmental preferences


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Metagenomics for the study of toxigenic fungi

Given the growing importance of omics and their potential for ecological studies, we are starting...


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Evolutionary and structural analysis of ductile proteins (IDPs) and flavoenzymes


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High-resolution agroclimatic indices for field trials and adaptation studies


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Pangenomics and transcriptional regulation of grasses


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Transcript divergence in aging and disease


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Long-reads multiomics data analysis


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Single cell and spatial transcriptomics of tissue regeneration


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Statistial methods for multi-omics integration


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Development of methods for long-reads transcriptomics

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Behavioral Ecology


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Protein Language Models

We use language models for functional annotation of uncharacterised proteins.


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Protein evolution

Expertise on the evolution of protein families.


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Protein multifunction

We focus on the understanding and characterization of multi-functional behaviour of proteins.


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Bridging the resolution gap with hybrid methods

We develop and apply new hybrid methods for combining multiresolution structural information in collaboration with...


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Multiscale dynamics of macromolecular biomachines

We address the study and simulation of the dynamics of large biomolecular systems Normal-Mode Analysis...


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Protein Modelling

We develop tools for modeling protein structures and their interactions. This includes novel methods for...


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Drug Discovery

Computer-aided rational drug design and discovery


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