Computational modeling approach shows screening strategies can reduce risk of precursor disease developing to multiple myeloma, revealed Moffitt Cancer Center researchers. Findings of the study are published online in the JCO™ Clinical Cancer Informatics.
Multiple myeloma is a rare incurable disease that is diagnosed in more than 30,000 people each year in the United States. Only half of patients with multiple myeloma are expected to survive five years after their diagnosis.
The majority of patients with multiple myeloma develop the disease from a non-malignant and asymptomatic precursor condition called Monoclonal Gammopathy of Undetermined Significance (MGUS) a disorder of the blood in which white blood cells begin overproducing a type of protein called M protein. Blood tests for MGUS are very accurate and minimally invasive. It is estimated that the average risk of progression from MGUS to multiple myeloma is at least 1 percent per person per year, but it can be higher in persons with evolving disease. People with MGUS most often do not have any obvious signs or symptoms of the disease. It is commonly diagnosed by chance through routine blood tests.
Moffitt researchers, in collaboration with scientists from Dana-Farber Cancer Institute, Harvard University, the University of Manchester and the University of Iowa, performed a series of computational modeling experiments to determine the best screening strategies in different groups of individuals. They wanted to determine when screening should begin, how often it should occur and in which individuals it is most effective. They designed their model to predict the progression of MGUS to multiple myeloma, the changes in MGUS and multiple myeloma prevalence, and the annual follow-up mortality due to disease.
The team of researchers discovered that screening strategies could effectively reduce the risk of disease progression and the prevalence of multiple myeloma. This effect was more pronounced in individuals who had a higher risk of MGUS. They found that the prevalence of multiple myeloma could be reduced by 19 percent in individuals who begin screening at age 55 and have follow-up screening every 6 years. A similar reduction in prevalence was also found in individuals who begin screening at age 65 and have follow-up every 2 years. The authors emphasize that additional studies are needed to confirm the effectiveness of aspirin, metformin or weight-loss strategies in preventing MGUS progression. They also noted that it is important for the scientific community to identify agents that reduce the risk of progression.
"Regular screening of MGUS candidates should start as early as possible, with biannual follow-up, and focus on high-risk individuals especially with a family history of multiple myeloma or in groups with a strong indication of MGUS progression," said study lead author Philipp Altrock, Ph.D., assistant member in the Department of Integrated Mathematical Oncology at Moffitt.