Researchers determined no relationship between highly processed foods and bowel cancer in a big study. They studied many individuals in the US and observed no rise in bowel cancer risk from eating more highly processed foods. However, specialists say not all highly processed foods are the same. Some may be higher-risk for colorectal cancer than others.