The current study and results add a new dimension to the analysis of serum NfL levels in the context of traumatic brain injury and, by association, neurodegenerative diseases by demonstrating that brain activity patterns decomposed over the brain’s structure are partially explanatory and predictive of serum NfL levels in two distinct cohorts. This evidence concerns the gene NEFL and neurodegenerative disease.