Examples of EVs-related proteins in the context of ovarian cancer tumor biomarker detection include CD9, MUC1 (detected by aptamer-conjugated spiky Au@Fe3O4), and simultaneous detection of various markers like CD63, EpCAM, CD24, and CA-125 to avoid false positives. The gene discussed is CD24; the disease is ovarian carcinoma.