The MR Egger analyses supported the causality of female T to ER+ breast cancer (β = 0.282, p = 0.00014 for total T), whereas prostate cancer risk was linked to SHBG levels (GCP = −0.64, p = 0.00019). This evidence concerns the gene SHBG and prostate carcinoma.