Rune Matthiesen (M) (h-index 33, i10 67) has been the FCT-funded Principal Investigator at CEDOC, NOVA medical school since 2016. Dr. Matthiesen's current research is focused on advanced computational methods for reporting on quality control parameters and the reproducibility of clinical proteomics analysis based on mass spectrometry. Dr. Matthiesen has a strong interest in post-translational modifications that correlate with disease outcome, and has served as project leader in several clinical proteomics studies with typically around 100 subjects. Dr. Matthiesen is a co-founder of a new bioinformatics master's program across five institutions within NOVA University, and is responsible for the curriculum concerning advanced metabolomics and proteomics data analysis. Dr. Matthiesen has published 67 international peer-reviewed papers, five books, 35 book chapters and has won seven awards, including the prestigious FCT Investigator Award three times and Ramon y Cajal, Spain in 2006. Dr. Matthiesen is currently participating in MEDIRAD, UbiCODE and ProteoCure. https://orcid.org/0000-0002-6353-2616 https://www.cienciavitae.pt/BB1A-A606-EE77