Doctoral Researcher At Systems Pharmacology Group (Grib)
"The impact of the human endogenous metabolome on drug pharmacology and safety"- We provided evidences that the level of affinity required by a drug to produce a therapeutic effect interacting with its primary target is related to the affinity of the native endogenous metabolite for that specific target.- This Thesis also highlights the huge implications that the human endogenous metabolome could have to assess a more realistic drug polypharmacology landscape and the risk of safety events linked to it. - We performed an analysis of natural compound pharmacology on the perspective of the endogenous metabolome and demonstrate how the endogenous human metabolome may have a key role on exogenous molecules bioactivity, offering a new useful perspective in drug efficacy and safety.Skills: Python (Pandas, Scikitlearn, scipy, StatsModels, seaborn...), MySQL, postgresql, MongoDB, Hbase; Data Analysis methods, supervised and unsupervised ML models and data visualization tools with both Python and R.Supervisor of MSc research work - "Identification of the main core chemical structures leading to bioactive small molecules"