Menopause can lead to a decrease in bone density, known as osteoporosis, which can cause changes in posture. The reduction in estrogen levels affects bone health, leading to a higher risk of fractures and a stooped posture. Additionally, muscle mass may decrease, leading to weaker support for the spine and other joints, further affecting posture.