Embodiments of the present invention provide a novel process integration for air gap formation at the sidewalls for a Through Silicon Via (TSV) structure. The sidewall air gap formation scheme for the TSV structure of disclosed embodiments reduces parasitic capacitance and depletion regions in between the substrate silicon and TSV conductor, and serves to also reduce mechanical stress in silicon substrate surrounding the TSV conductor.