Depends on the kind of cancer. For example HPV causes cancer in women so yes it could. I can’t find the source but remember some scientists say a huge portion of human dna is possibly of viral origins and that are huge brains are a form of encephalitis or reverse Zika

Also sometimes cancer is just a copy error in our DNA that goes out of control.