This trial is testing romosozumab, a medication that helps build and strengthen bones, in postmenopausal people with multiple myeloma. These patients often have weak bones due to osteoporosis and bone disease related to their condition. Romosozumab works by promoting new bone growth and preventing bone loss. Romosozumab is a recently approved monoclonal antibody that promotes bone formation and prevents bone resorption.