The structural and functional organization of the brain as shown on MRI can predict the progression of brain atrophy in patients with early-stage, mild Parkinson’s disease

Getty Images


June 25, 2024 — The structural and functional organization of the brain as shown on MRI can predict the progression of brain atrophy in patients with early-stage, mild Parkinson’s disease, according to a study published today in Radiology, a journal of the Radiological Society of North America (RSNA).

Parkinson’s disease is a progressive disorder characterized by tremors, slowness of movement or rigidity. Symptoms worsen over time and may include cognitive impairment and sleep problems. The disease affects more than 8.5 million people worldwide, and prevalence has doubled in the past 25 years, according to the World Health Organization (WHO).

One of the distinctive features of Parkinson’s disease is the presence of altered versions of the protein alpha-synuclein in the brain. Normally present in the brain, this protein accumulates as misfolded clumps inside nerve cells in Parkinson’s disease, forming structures known as Lewy bodies and Lewy neurites. These clumps spread to other brain regions, damaging nerves.

Researchers wanted to see if mapping the structural and functional connections across the brain could be used to predict patterns of atrophy spread in patients with mild Parkinson’s disease.

They used MRI data from 86 patients with mild Parkinson’s disease and 60 healthy control participants to generate the connectome, a structural/functional map of the brain’s neural connections. The researchers used the connectome to develop an index of disease exposure.

Disease exposure at one year and two years was correlated with atrophy at two years and three years post-baseline. Models including disease exposure predicted gray matter atrophy accumulation over three years in several areas of the brain.

“In the present study, brain connectome, both structural and functional, showed the potential to predict progression of gray matter alteration in patients with mild Parkinson’s disease,” said study coauthor Federica Agosta, M.D., Ph.D., associate professor of neurology at the Neuroimaging Research Unit of IRCCS San Raffaele Scientific Institute in Milan, Italy.

The findings support the theory that functional and structural connections between brain regions may significantly contribute to Parkinson’s disease progression.

“The loss of neurons and accumulation of abnormal proteins can disrupt neural connections, compromising the transmission of neural signals and the integration of information across different brain regions,” Prof. Agosta said.

The study results point to a role for MRI in intervention trials to prevent or delay the disease progression—especially when individual patient information is incorporated into the model. Since Parkinson’s disease progression likely differs among individuals, future models should consider different starting conditions and incorporate individual-specific information for optimal effectiveness, according to Prof. Agosta.

“We believe that understanding the organization and dynamics of the human brain network is a pivotal goal in neuroscience, achievable through the study of the human connectome,” she said. “The idea that this approach could help identify different biomarkers capable of modulating Parkinson’s disease progression inspires our work.”

For more information: www.rsna.org


Related Content

News | X-Ray

July 14, 2026 — A team of crew members aboard a commercial spaceflight acquired the first diagnostic X-rays during an ...

Time July 14, 2026
arrow
News | Neuro Imaging

July 9, 2026 — Viz.ai has announced a collaboration with Cortechs.ai to integrate Cortechs.ai's NeuroQuant and ...

Time July 10, 2026
arrow
News | MRI Breast

July 2, 2026 – Quibim has announced the European and UK launch of QP-Breast, its CE and UKCA-marked AI tool which ...

Time July 02, 2026
arrow
News | Mammography

June 23, 2026 — Using artificial intelligence (AI), researchers found that image-based risk scores for breast cancer ...

Time June 24, 2026
arrow
News | Pediatric Imaging

June 16, 2026 — Crescom has officially launched a global clinical Proof of Concept (PoC) of its pediatric ...

Time June 24, 2026
arrow
Feature | X-Ray | Kyle Hardner

Water-window X-rays allow researchers to visualize biological cells at high contrast without staining agents or other ...

Time June 23, 2026
arrow
News | Artificial Intelligence

June 15, 2026 — HOPPR recently announced that HOPPR AI Foundry is now available in AWS Marketplace. The availability ...

Time June 19, 2026
arrow
News | Radiology Imaging

June 15, 2026 — Lead Glass Pro, a supplier of radiation shielding products, has expanded its turnkey installation ...

Time June 18, 2026
arrow
News | Digital Pathology

June 15, 2026 — Leica Biosystems is expanding the availability of its Aperio GT Elite digital scanner into the EMEA ...

Time June 15, 2026
arrow
News | Radiology Business

June 9, 2026 — Bayer has appointed Dr. Jost Reinhard president of the Radiology business within Bayer’s Pharmaceuticals ...

Time June 12, 2026
arrow
Subscribe Now