“…In light of this, we present our interactive dashboard, StarGazer, which aims to address these challenges by integrating three different datatypes (i.e., disease-target association, target druggability, and target protein-protein interaction) into a novel scoring system, utilizing real-time API calls and Python-based Streamlit technology. While these types of datasets have been used for numerous repositioning studies separately ( Liu et al, 2014 ; Khaladkar et al, 2017 ; Hermawan et al, 2020 ; Wijetunga et al, 2020 ; Adikusuma et al, 2021 ; Attique et al, 2021 ; Ghoussaini et al, 2021 ; Portelli et al, 2021 ; Tan et al, 2021 ; Varghese and Majumdar, 2022 ; Zhao et al, 2022 ), StarGazer represents the first ever integration of the PheWAS catalog, Open Targets, STRING and Pharos, all of which are well-curated, well-studied, open access databases. Furthermore, computational repositioning studies focus largely on singular diseases, phenotypes or drugs, but StarGazer is equipped for flexible investigation into any of the 1,844 phenotypes and traits within the dashboard.…”