Prostate cancer (PCa) is known as the second most common cancer and has one of the highest incidences among male cancers in the United States. In addition, obesity and metabolic syndrome are a rising and continuous issue in the United States, with 41.9% of individuals as obese. The importance of highlighting these figures is the possibility of PCa having a progressive relationship with obesity and metabolic syndromes. The drugs developed for treating obesity and diabetes pose an exciting possibility of therapeutic application for cancer in efforts to relieve the population's rising numbers. Although this connection has not been established in detail, there are some PCa key biomarkers, and their interactions with metabolic products found in obese, diabetic, and PCa patients can provide good starting points for further investigation. One of the significant links between PCa, obesity, and metabolic disease may be due to insulin metabolism. A downstream target identified that could be the link between PCa, metabolic syndromes, and obesity is the forkhead box C2 (FOXC2). FOXC2 has been known to inhibit some insulin-resistant genes and cause the proliferation of PCa. The relationships of FOXC2, insulin resistance, and GLP-1 receptor agonists as potential therapeutic applications have not been thoroughly explored. This review covers a broad relationship of PCa, obesity, metabolic syndromes, possible drugs, and therapeutic targets.