However, it is presently unclear as why Alzheimer's, Type II Diabetes, Long-term potentiation and Neurotrophin signaling pathways genes are up-regulated in SCLC-COID groups since their roles in cancer are not well founded. Here, BDNF is linked to type 2 diabetes mellitus.