Second, by searching the literature, we found VEGFA and PIK3R1 protein are the most interconnected among our selected cancer type risk factors, including Endometrial cancer [62, 63], Ovarian cancer [23, 64], Cervical cancer [24, 65] and Thyroid cancer [66, 67]. The gene discussed is PIK3R1; the disease is thyroid cancer.