Researchers found no link between highly processed foods and bowel cancer in a large study. They analyzed many people in the US and observed no rise in bowel cancer risk from consuming more highly processed foods. However, experts say not all highly processed foods are the same. Some may be higher-risk for bowel cancer than others.