Recently, aptameric graphene field-effect transistors (GFET) have emerged in the field of in situ detection of cancer protein biomarkers, thanks to their advantages of fast response, high specificity, and sensitivity. However, factors such as non-usable have limited their productization process. Here, we propose a novel aptamer indirect functionalization method that enables the reconfigurable modification for aptamer probes on graphene surface thereby achieving reusable aptameric-GFET detection for protein biomarkers with the calibrated signals. Furthermore, a novel crosslinker, Tetrakis(4-carboxyphenyl)pophyrin (TCPP), is exploited for the signal amplification. Results show that our proposed reusable sensor can respond to carcinoembryonic antigen(CEA), a representative cancer protein biomarker, concentration change in 6-8 minutes with an estimated LOD of 1.09ng/ml in 1× PBS and the signal is increased by more than half compare to the conventional method. Dissociation occurs at the target temperature and signal degradation is less than 5% after 3 cycles and 20% after 14 days of storage and 10 cycles. Our work provides a novel strategy for measure CEA quantitatively and sensitively with rapid response, which hold great potential for a wide range of medical application and lead to powerful biomarkers detection devices in healthcare.