Per meta-analytic studies listed below, there is evidence that coffee drinking is associated with a reduced risk of certain types of cancers
Per Allessio Crippa et.al. in 2014, coffee consumption was not associated with cancer mortality and coffee consumption is inversely associated with all cause and CVD mortality.
Per Yu X et.al. in 2011, findings from a meta-analysis of cohort studies show that coffee consumption may reduce the total cancer incidence and it also has an inverse association with some type of cancers. This study looking at major types of cancers suggests that the protection depends on the amount that was consumed.
A significant amount of literature exists on relationships between coffee consumption and human cancer occurrence at 11 organ sites. It has been confirmed that coffee consumption is associated with a reduced risk of hepatocellular, kidney, and to a lesser extent, premenopausal breast and colorectal cancers, while it is unrelated to prostate, pancreas and ovary cancers. In subgroup analyses, we note that, for bladder, breast, buccal and pharyngeal, colorectal, endometrial, esophageal, hepatocellular, leukemic, pancreatic, and prostate cancers, there appears to be an inverse association.
Per meta-analysis by Larsson SC et.al. in 2007 on coffee consumption and cancers of the liver showed an increased coffee consumption is associated with a reduced risk of liver cancer, both among individuals with and without a history of liver disease. However per the authors, the observed finding may not be generalizable to other populations.
Per meta analysis by Ji Dong et.al. in 2011 coffee drinking was associated with a reduced risk of pancreatic cancer in men, while this association was not seen in women.
Per metaanalysis by Tian-bao Huang et.al. in 2013, coffee consumption may reduce the risk of prostate cancer. No associations were found with both bladder and kidney cancer.
Per Shashi K. in 2013, drinking coffee has been linked with a reduced incidence of basal cell carcinoma, prostate cancer, colon, breast and rectal cancers. However per Weixiang Wu et.al. in 2015, there was an increased risk between coffee consumption and bladder cancer. More health effects of coffee drinking are discussed on basis of science here and its followup here.