Finally, while the five biomarker proteins (HSPA6, NOTCH3, PKP2, SMAD9, and GPD1L) are primarily intracellular, their presence in serum could potentially be attributed to tumor derived extracellular vesicles or cell lysis during tumor progression. Here, GPD1L is linked to neoplasm.