The working principle of nanomaterial-based biosensors involves the interaction between the biological recognition element and the target analyte, which produces a physical or chemical change detectable by the transducer. For example, in a carbon nanotube-based biosensor, the binding of a biomolecule to the nanotube surface can change its electrical conductivity, which is then measured and correlated to the analyte concentration.