Testosterone therapy can cause excessive growth of body hair, particularly when used by women, notes HealthGuidance. In contrast, using testosterone cream can have the opposite effect on scalp hair, causing thinning of the hair on the head, sometimes leading to baldness. Dosage and Warnings. Dosages...