The early detection of circulating tumor cells (CTCs) in blood as part of medical diagnosis will give the doctors a head start in the provision and treatment of cancer, and therefore, with the advance in Nano technology, there is an increasing expectation of some form of early detection of circulating tumor cells at a highly sensitive level, without any biomarkers, for both early cancer diagnosis and monitoring disease progression after medical intervention. This technical note reports on the recent development in detection of highly sensitive detection of cancer cells without biomarkers. This novel concept is developed based on a hallmark cancer metabolic pattern: high glycolysis rate. Secretion of high level of lactate acid by cancer cells ultimately results in negative electrical charges on their surfaces, enabling strong binding and capturing by the positively-charged nanoprobes, and subsequent magnetic separation. When nanoprobes are incubated with cancer cells in suspension, binding takes place due to charge differences, and cancer cells are then magnetically separated. The separated cells are enumerated using a flow cytometry and identified by pathological and genome sequencing methods. Preliminary results using the approach have shown exceptionally high cancer cell capture rates, therefore potentially applicable in cancer cell detection in clinical settings.