Researchers found no association between highly processed foods and bowel cancer in a big study. They analyzed many individuals in the US and noticed no growth in bowel cancer risk from consuming more highly processed foods. However, professionals say not all highly processed foods are the same. Some may be higher-risk for bowel cancer than others.