The Programming and Software Development team at ECOG-ACRIN Cancer Research Group designs, develops, and maintains specialized software applications and data analysis tools essential for biomarker-driven cancer research. This team ensures data integrity, facilitates complex statistical analyses, and supports seamless integration of various software systems to advance cancer research initiatives.