In this study, we introduce an SMF-based label-free optical F-P interferometric biosensor coated with Zn, Cu, and Co metal oxide nanopowders for the selective and sensitive detection of a model protein biomarker—kidney injury molecule 1 (KIM-1), a biomarker of acute kidney injury and chronic kidney disease. The gene discussed is HAVCR1; the disease is chronic kidney disease.