The deep sea harbors a substantial proportion of the ocean's unexplored biological and chemical diversity, while hydrothermal vent ecosystems expose resident organisms to unusual combinations of hydrostatic pressure, steep chemical gradients, reduced compounds, and elevated metal concentrations. This Review examines the deep-sea vent mussel Bathymodiolus azoricus, a dominant species at Mid-Atlantic Ridge hydrothermal fields, as a source of biological mechanisms and molecular systems with potential biomedical relevance. We integrate three areas that have largely developed separately in the literature: innate immunity and host-symbiont interactions, mussel-derived wet adhesion and byssal structural proteins, and shell biomineralization and repair. These published observations are complemented by targeted reanalyses of legacy and more recent B. azoricus transcriptomic resources, used here as supporting transcriptomic evidence for molecular families relevant to these themes rather than as standalone genome-scale transcriptomic studies. Particular attention is given to mussel foot proteins and byssal collagens as candidate templates for wet-tissue adhesives and structural biomaterials, and to shell-derived calcium carbonate as a potential precursor for calcium-phosphate-based materials. We further advance a specific, testable hypothesis-long-term exposure to the metal-rich hydrothermal vent environment may have influenced the metal-binding chemistry of B. azoricus adhesive and structural proteins, potentially generating functional properties distinct from those of shallow-water mytilids. This possibility is biologically plausible in light of established DOPA-metal coordination mechanisms in mussel adhesion, but no direct comparative measurements of Fe3+-binding affinity, metal-mediated cross-linking, or adhesive performance currently demonstrate such an advantage in B. azoricus. The species should therefore be regarded not as a proven source of superior vent-adapted biomaterials, but as a well-suited experimental system in which immunity, bioadhesion, biomineralization, and environmental adaptation converge to generate specific hypotheses for biomedical discovery. Comparative functional studies, protein-level validation of transcript-derived candidates, and improved molecular characterization of foot and mantle tissues will be required to test these possibilities.