In this study, the potentialof infrared spectroscopy is combinedwith classification and authentication models for the identificationof the infection of T. brasiliensis with T. cruzi, obtaining highly effectiveresults and allowing the discrimination of DTUs classified as TcI,TcII, TcIII, and mixed infections. Here, TCN2 is linked to infection.