Thioredoxin-dependent peroxide reductase, mitochondrial is a protein in humans that is encoded by PRDX3 gene. Thiol-specific peroxidase that catalyzes the reduction of hydrogen peroxide and organic hydroperoxides to water and alcohols, respectively. Plays a role in cell protection against oxidative stress by detoxifying peroxides