To develop a nanobiosensor to detect Salmonella using surface-enhanced Raman scattering (SERS) technique: (1) determine SERS characteristics of Salmonella; (2) develop chemometric models to differentiate Salmonella from other bacteria; (3) classify different Salmonella strains; and (4) evaluate detection limits of nanobiosensor.
Approach:
We will develop methodologies to test and validate the SERS techniques. A series of experiments will be conducted based on the following methods: 1) Design, fabricate SERS substrate to optimize for lower detection limits; 2) Salmonella sample preparation; 3) SERS measurement; 4) Test and validate classification models for different serotypes; 4) Test detectability from different background flora.