Sensitivity analysis of neurofilament light chain levels suggested that malignant tumors may contribute to the development of mild cognitive impairment (aOR: 1.52; 95% CI: 1.01–2.27; p = 0.044). This evidence concerns the gene NEFL and Cognitive impairment.