Systems and methods are presented for detecting molecular binding events and other environmental effects using the unique dielectric properties of the bound molecular structure or structures. A molecular binding region is coupled along the surface of a signal path. A test signal is propagated along the signal path, whereby the test signal couples to the molecular binding region, and in response, exhibits a signal response.