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Brain age is the computational estimation of chronological age from a structural MRI brain scan.
December 2, 2025
By: Michael Barbella
Research shows a specific body profile—higher muscle mass combined with a lower visceral fat to muscle ratio—tracks with a younger brain age, concludes a study presented this week at the Radiological Society of North America (RSNA) Annual Meeting (Nov. 30-Dec. 4, Chicago). Visceral fat is hidden deep within the abdominal cavity, surrounding vital internal organs.
“Healthier bodies with more muscle mass and less hidden belly fat are more likely to have healthier, youthful brains,” said senior study author Cyrus Raji, M.D., Ph.D., associate professor of radiology and neurology in the Department of Radiology at Mallinckrodt Institute of Radiology at Washington University School of Medicine in St. Louis, Mo. “Better brain health, in turn, lowers the risk for future brain diseases, such as Alzheimer’s.”
Brain age is the computational estimation of chronological age from a structural MRI brain scan. Muscle mass, as tracked by body MRI, can be a surrogate marker for various interventions to reduce frailty and improve brain health, and brain age predicted by structural brain images can lend insight to Alzheimer’s disease risk factors such as muscle loss.
“While it is commonly known that chronological aging translates to muscle mass loss and increased hidden belly fat, this work shows these health measures relate to brain aging itself,” Dr. Raji said. “It shows muscle and fat mass quantified in the body are key reflectors of brain health, as tracked with brain aging.”
For the ongoing study, 1,164 healthy individuals (52% women) from four sites were examined with whole-body MRI. The participants’ mean chronological age was 55.17 years. The researchers combined MRI imaging with T1-weighted sequences, a technique that produces images where fat appears bright and fluid appears dark. This allows for optimal imaging of muscle, fat and brain tissue. An artificial intelligence (AI) algorithm was used to quantify total normalized muscle volume, visceral fat (hidden belly fat), subcutaneous fat (fat under the skin) and brain age.
The researchers found that a higher visceral fat to muscle ratio was associated with higher brain age, while subcutaneous fat showed no significant association with brain age.
“The participants with more muscle tended to have younger-looking brains, while those with more hidden belly fat relative to their muscle had older-looking brains,” Dr. Raji noted. “The fat just under the skin wasn’t related to brain aging. In short, more muscle and a lower visceral fat to muscle ratio were linked to a younger brain.”
Building muscle and reducing visceral fat are actionable goals, he added. Whole-body MRI and AI brain-age estimates provide objective endpoints to design and monitor interventions, including programs or therapies under study that lower visceral fat while preserving muscle.
Dr. Raji noted that this work demonstrates how body and brain health are closely linked.
“This research has validated widely held hypotheses about the association between body composition biomarkers and brain health and provides a foundation for those biomarkers to be included in future trials of various metabolic interventions and treatments,” he said.
While widely prescribed glucagon-like peptide-1 (GLP-1) weight loss drugs, such as Ozempic, are powerful at inducing fat loss, they may also be related to a higher burden of muscle loss. According to Dr. Raji, the findings of this study could impact the design of future therapeutics, such as GLP-1 medications that target visceral fat more than subcutaneous fat and minimize muscle loss.
“Losing fat—especially visceral fat—while preserving muscle volume would have the best benefit on brain aging and brain health based on insights from our work,” he stated. “Thus, our study can inform future treatments by promoting research that quantifies MRI of body fat, muscle and brain age, which can help determine the optimal dosing regimens for GLP-1s to achieve the best outcomes in body and brain health.”
Study co-authors are Somayeh Meysami, M.D.; Soojin Lee, Ph.D.; Saurabh Garg, M.Sc.; Nasrin Akbari, M.Sc.; Rodrigo Solis Pompa M.D., M.H.Sc.; Ahmed Gouda, M.Sc.; Thanh Duc Nguyen, Ph.D.; Saqib Abdullah Basar, M.B.B.S. M.P.H.; Yosef G. Chodakiewitz, M.D.; David A. Merrill, M.D., Ph.D.; Alex Exuzides, Ph.D., M.D.; Amar P. Patel, M.D.; Daniel J. Durand, M.D., M.B.A.; and Sam Hashemi, M.Sc.
RSNA is an association of radiologists, radiation oncologists, medical physicists and related scientists promoting excellence in patient care and health care delivery through education, research and technologic innovation. The Society is based in Oak Brook, Ill.
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