A conditioning regimen is a pre-treatment protocol used to prepare patients for procedures like stem cell transplantation, often involving chemotherapy and/or radiation therapy to eradicate existing bone marrow and suppress the immune system. This process is crucial for preventing rejection of the transplanted cells and ensuring successful engraftment and recovery.