Methods for Characterizing Biological Samples

The disclosure features in some aspects methods for identifying subjects with constitutional mismatch repair deficiency (CMMRD), a mismatch repair deficiency (MMD) cancer, a polymerase proofreading deficiency (PPD) cancer, and/or a MMD&PPD cancer. The disclosure also features in some aspects methods for predicting response of a subject to immunotherapy.