Cancer is difficult enough for humans. But when it comes to our dogs, it can be heartbreaking for us. Lymphoma in dogs is similar in many ways to non-Hodgkin’s lymphoma in humans, including concerns linking exposure to the herbicide glyphosate to the development of cancer.