A healthy diet plays a role in cancer prevention, but what exactly is a cancer-fighting diet? There are several plant-based eating guides that are high quality and used for cancer prevention including the Mediterranean Diet. Mary Beth and I also like The New American Plate, which was developed by the American Institute of Cancer Research. This is a visual eating guide similar to the Choose My Plate guide, but is more cancer-focused.