Although concussion is a major health concern, little is known about pathophysiological changes that cause post-traumatic cognitive dysfunction. Nonetheless, emerging evidence suggests that selective damage to white matter axons, or diffuse axonal injury (DAI), disrupts brain network connectivity and function. While voltage gated sodium channels (VGSCs) and their anchoring proteins at the nodes of Ranvier (NOR) on axons are key elements of the brain's network signaling machinery, potential changes in their integrity has not been studied in context with DAI. Here, we utilized a well-characterized and clinically relevant swine model of concussion that induces evolving swollen axonal profiles, demonstrated by amyloid precursor protein accumulation (APP) across the white matter. With this model, we found widespread loss of VGSC isoform 1.6 (Nav1.6) concurrent with progressive disruption of NOR cytoskeleton proteins on axons in close proximity, yet distinct from APP+ swollen axonal profiles in the same white matter tracts. Accordingly, these features may represent a unique newfound phenotype of axonal pathology in DAI. These changes persisted 2 weeks after injury and included increases in NOR length and the appearance of amorphous and void nodes as well as heminodes. In addition, there was also a distinct loss in expression of proteins that together serve as major NOR anchoring scaffolds, including βIV-spectrin, ankyrin G, and neurofascin, which were found diffusing into paranodal spaces. Collectively, this widespread and progressive disruption of VGSCs and NOR could have important implications for mechanisms underlying brain network dysfunction after concussion.