Moreover, samples with high PYCR1 expression exhibited increased PD-1 + CD8 + T cells and reduced tissue-resident memory T (TRM) cells, indicating that PYCR1 might contribute to CD8 + T cell exhaustion and impact tumor immune surveillance and immune memory functions [317]. Here, PYCR1 is linked to neoplasm.