The development of more effective disease-modifying treatments for Alzheimer's disease (AD) is compromised by the lack of streamlined measures to detect and monitor the full spectrum of neurodegeneration, including white matter pathology, which begins early. This study utilized an established intracerebral streptozotocin (STZ) model of AD to examine the potential utility of a non-invasive serum extracellular vesicle (SEV)-based liquid biopsy approach for detecting a broad range of molecular pathologies related to neurodegeneration. The design enabled comparative analysis of immunoreactivity in frontal lobe tissue (FLTX), frontal lobe-derived EVs (FLEVs), and SEVs. Long Evans rats were administered i.c. STZ or saline (control) on postnatal day 3 (P3). Morris Water Maze testing was performed from P24 to P27. On P31-32, the rats were sacrificed to harvest FLTX and serum for EV characterization. STZ caused brain atrophy, with deficits in spatial learning and memory. STZ significantly impacted FLEV and SEV nanoparticle abundance and size distributions and concordantly increased AD (Tau, pTau, and Aβ) and oxidative stress (ubiquitin, 4-HNE) biomarkers, as well as immunoreactivity to immature oligodendrocyte (PLP), non-myelinating glial (PDGFRA, GALC) proteins, MAG, nestin, and GFAP in FLTX and FLEV. The SEVs also exhibited concordant STZ-related effects, but they were limited to increased levels of 4-HNE, PLP, PDGFRA, GALC, MAG, and GFAP. The findings suggest that non-invasive EV-based liquid biopsy approaches could potentially be used to detect and monitor some aspects of AD-type neurodegeneration. Targeting brain-specific EVs in serum will likely increase the sensitivity of this promising non-invasive approach for diagnostic and clinical management.