Based on their paper alone I can think of at least 5 other hypothesis that they didn't even cover.
1. Periods of fasting and lack of food decrease cancer. 2. Less sedentary lifestyles decrease cancer risks(this has actually been shown to have some promise, with HIIT workouts showing improved response rates and decreased reccurance) 3. Decreased infant mortality caused an increase in susceptibility to cancer because weaker physical specimens are surviving. 4. Firearms. Cancer rates have increased with the output of firearms. 5. Decreased prayer to the Egyptian gods. As these gods declined cancer rates increased.
Some of these are obviously less serious than others, however it doesn't excuse the plausible possibilities. These aren't oncologists, their paleontologists, also known as historians who guess about things based on what they dig out of the ground.