LAMC1 and Alzheimer disease: Extracellular matrix pathway interrogation specifically implicated endothelial Laminin B2 Chain (LAMC1)-ligand dysregulation in APOE ε4-carrying female AD patients (Figure 8D), where aberrant interactions with parenchymal ligands may disrupt endothelial homeostasis through integrin-mediated Mechan transduction pathways.