I am a bioinformatician and molecular biologist with a strong interest in bridging experimental science and computational analysis. My work centres on genomics and proteomics, with experience and expertise in molecular docking, molecular dynamics simulations, toxicological profiling, ADMET analysis, and biomarker discovery using NGS data. I’m particularly motivated by the potential of integrating wet-lab research with advanced data-driven approaches to accelerate discoveries in biomedical science.

I am a Junior Researcher at CINTESIS (Universidade do Algarve, Portugal). Research Interests | I use Computational Biology as a way of answering biologically relevant questions. My research interests are focused on understanding how gene expression profiles translate into robust genetic modules that explain the phenotypic plasticity observed in healthy and diseased cells, particularly cancer. I am passionate about Open Science and I am always keen on establishing new collaborations. Current Project | I am starting my independent research line studying cancer causality using Structural Causal Models. Previous Research | I have experience with OMICs datasets, which I have used to study breast cancer, genetic regulation in early vertebrate embryo development, in stem cell differentiation, and in mitochondrial evolution. Teaching | I teach Computational Biology at the Universidade do Algarve, and I organize yearly courses on R programming.  Expertise | Cancer genetics, Molecular oncology, R programming (including package development), OMICS data analysis.

Subham Preetam is the founder & chief executive officer of India-based startup company N BASE (Nano-Bio Advanced Sustainable Engineering). He is a passionate researcher in the fields of nanotechnology, biomedical engineering, and biorobotics research. He is dedicated to the advancement of precision medicine and successful preclinical research to enhance the quality of life for individuals.

I am a Professor of Toxicology, Biochemistry and Cell Signaling at Université Paris Cité (former Université Paris Descartes). I have completed my PhD in molecular toxicology and a post-graduate year in Bethesda, MD. I am the head of a Master degrees in toxicology and ecotoxicology. My research is based on cellular and animal models and on three main axes: 1) the influence of persistent organic pollutants on breast tumorigenesis and metabolic disruption, 2) the contextual role of pollutants in the occurrence of chronic liver diseases including steatosis and fibrosis, 3) the effect of mixtures on the progression of neurodegenerative diseases. I am involved in the development of innovative pedagogy methods and technics in order to improve transmission, acquisition, memorization and utilization of scientific knowledge by our biomedical students. I used flipped classrooms, quizzes (at home and during courses) and virtual reality to interact and immerge with students in and outside the classroom. Indeed, I developed with pedagogic engineers, 1) Home-based 45’’ Quizzes to engage students in regular learning modes and 2) serious games on cell signaling and xenobiotic stress. Together, with Etienne Blanc, Caroline Chauvet and Frédéric Dardel, I wrote several French books of biochemistry and toxicology topics for undergraduate students. I collaborate with several national and international institutes and universities (CNAM Thierry KOSCIELNIAK, Université de Strasbourg Jean-Luc SOUCIET, National University of Singapore, Fun Man FUNG...) for the development of innovative methods in teaching.

Matrix Pathobiology, Extracellular Matrix, Matrix-mediated cell regulation and singaling, Pharmacological targeting, Biochemical Assays, Proteoglycans, Glycosaminoglycans, Metalloproteinases