Thomas M.

Bioinformatician (PhD) specializing in age-associated disease research. Experience running comprehensive analysis of proteomic and transcriptomic data from serum, biopsies, and tissue organoids using R. Services; - Differential expression analysis (volcano plots, heatmaps, violin plots) - Biomarker discovery and survival analysis (Kaplan-Meier curves, population setpoints) - Machine learning for classification and regression (SVM, Logistic Regression, Random Forest, Neural Networks) - Pathway analysis (pathfindR, Reactome, KEGG, Wikipathways) - Exploratory data analysis (PCA, UMAP, t-SNE, statistical testing, customized plots) - Drug repurposing analysis (sscMap) Publication track record; - DOI 10.1002/ctm2.70279 (1st Author) - DOI 10.3390/biom14091163 (1st Author) - DOI 10.3390/cells13191613 (2nd Author) - DOI 10.59368/agingbio.20240035 (2nd Author)