Multi analyte sensors function by integrating multiple sensing elements on a single platform. These elements can be designed to target specific cancer biomarkers, such as proteins, nucleic acids, or metabolites. When these biomarkers interact with the sensor, they produce a measurable signal which is then analyzed using sophisticated algorithms. The data from multiple analytes are combined to provide a comprehensive diagnostic profile.