COL1A1 and Alzheimer disease: In particular, genes such as Col1a1 Col1a2, Fmod, Ptgds, and Aldh1a2 are induced by exercise training and have been found to prevent hippocampal ageing in an Alzheimer’s disease model of animals with premature ageing.