This protocol describes a multiplex immunofluorescence workflow developed at the FIMM Digital Microscopy and Molecular Pathology Core Unit for profiling formalin-fixed, paraffin-embedded tissue sections. It combines dual-color tyramide signal amplification (TSA) with iterative rounds of antibody stripping and non-TSA HRP-based secondary detection to visualize six or more protein markers on a single slide. Key steps include slide mounting and drying; deparaffinization and rehydration; heat-induced antigen retrieval; endogenous peroxidase blocking; two sequential TSA reactions; heat-mediated antibody denaturation; and up to four additional HRP-secondary staining cycles without TSA. After each cycle, slides are scanned at high resolution for automated image analysis. This highly flexible system permits user-defined marker panels, fluorophores and cycle numbers. Although staining can be extended to include more rounds, repeated stripping may eventually weaken or detach tissue, depending on sample quality. Optimized for reproducibility and seamless integration with scalable bioinformatics pipelines, this protocol provides a versatile tool for detailed spatial mapping of immune and stromal populations in the tumor microenvironment.