We implement nanoscale analytics techniques and workflows to uncover healthy versus pathologically driven aging and disease evolution. With a unique combined expertise in structural and optical spectroscopy, we resolve the fundamental structures of life at the molecular scale and identify their chemical signatures for early diagnostics purposes. A particular focus is on identifying distinctive structural and chemical signatures for early biomarkers of degenerative diseases