YOD1 and neoplasm: Another important aspect of this study is that YOD1 expression is associated with different levels of immune infiltration in PAAD. The tumor-infiltrating lymphocytes were significantly reduced in the high expression group, and the immune and matrix scores were lower as calculated by the ESTIMATE algorithm.