In our study, the majority of DEGs between LGGs are associated with normal neuronal development, like CHN1 and NEFL (NFL) are expressed in cerebral cortex and active in synaptic genesis and function (Volk et al. 2010), while in cancer those genes play as oncogenes (Zhao et al. 2021). The gene discussed is NEFL; the disease is cancer.