With a large sample size, we found that key EEG biomarkers, including power spectrum at the occipital region and signal complexity at the parieto-occipital area, were significantly associated with both patient’s cognitive decline and levels of p-tau and Aβ42. This evidence concerns the gene MAPT and Mental deterioration.