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Blood test could predict Parkinson's seven years before symptoms

blood test
Credit: Karolina Grabowska from Pexels

A team of researchers, led by scientists at UCL and University Medical Center Goettingen, has developed a simple blood test that uses artificial intelligence (AI) to predict Parkinson's up to seven years before the onset of symptoms. The findings are published in the journal Nature Communications.

Parkinson's disease is the world's fastest growing and currently affects nearly 10 million people across the globe.

The condition is a progressive disorder that is caused by the death of in the part of the brain called the substantia nigra, which controls movement. These nerve cells die or become impaired, losing the ability to produce an important chemical called dopamine due to the build-up of the protein alpha-synuclein.

Currently, people with Parkinson's are treated with dopamine replacement therapy after they have already developed symptoms, such as tremors, slowness of movement and gait, and memory problems. But researchers believe that early prediction and diagnosis would be valuable for finding treatments that could slow or stop Parkinson's by protecting the dopamine-producing brain cells.

The study's senior author, Professor Kevin Mills (UCL Great Ormond Street Institute of Child Health), said, "As new therapies become available to treat Parkinson's, we need to diagnose patients before they have developed the symptoms. We cannot regrow our brain cells, and therefore we need to protect those that we have.

"At present we are shutting the stable door after the horse has bolted, and we need to start experimental treatments before patients develop symptoms. Therefore, we set out to use state-of-the-art technology to find new and better biomarkers for Parkinson's disease and develop them into a test that we can translate into any large NHS laboratory. With sufficient funding, we hope that this may be possible within two years."

The research found that when a branch of AI called analyzed a panel of eight blood based biomarkers whose concentrations are altered in patients with Parkinson's, it could provide a diagnosis with 100% accuracy.

The team then experimented to see whether the test could predict the likelihood that a person would go on to develop Parkinson's.

They did this by analyzing blood from 72 patients with Rapid Eye Movement Behavior Disorder (iRBD). This disorder results in patients physically acting out their dreams without knowing it (having vivid or violent dreams). It is now known that about 75-80% of these people with iRBD will go on to develop synucleinopathy (a type of brain disorder caused by the abnormal buildup of a protein called alpha-synuclein in brain cells)—including Parkinson's.

When the machine learning tool analyzed the blood of these patients, it identified that 79% of the iRBD patients had the same profile as someone with Parkinson's.

The patients were followed up over the course of ten years and the AI predictions have so far matched the clinical conversion rate—with the team correctly predicting 16 patients as going on to develop Parkinson's and being able to do this up to seven years before the onset of any symptoms. The team is now continuing to follow up on those predicted to develop Parkinson's, to further verify the accuracy of the test.

Co-first-author Dr. Michael Bartl (University Medical Center Goettingen and Paracelsus-Elena-Klinik Kassel), who conducted the research from the clinical side alongside Dr. Jenny Hällqvist (UCL Queen Square Institute of Neurology and National Hospital for Neurology & Neurosurgery), said, "By determining eight proteins in the blood, we can identify potential Parkinson's patients several years in advance. This means that drug therapies could potentially be given at an earlier stage, which could possibly slow down or even prevent it from occurring.

"We have not only developed a test, but can diagnose the disease based on markers that are directly linked to processes such as inflammation and degradation of non-functional proteins. So these markers represent possible targets for new drug treatments."

Co-author Professor Kailash Bhatia (UCL Queen Square Institute of Neurology and National Hospital for Neurology & Neurosurgery) and his team are currently examining the test's accuracy by analyzing samples from those in the population who are at high risk of developing Parkinson's, for example, those with mutations in particular genes such as LRRK2 or GBA that cause Gaucher disease.

The team is also hoping to secure funding to create a simpler blood spot test where a drop of blood can be spotted on a card and posted to the lab to investigate whether it can predict Parkinson's disease even earlier than the seven years before the onset of symptoms in this study.

Professor David Dexter, Director of Research at Parkinson's UK, said, "This research [...] represents a major step forward in the search for a definitive and patient-friendly diagnostic test for Parkinson's. Finding biological markers that can be identified and measured in the blood is much less invasive than a , which is being used more and more in .

"With more work, it may be possible that this blood based test could distinguish between Parkinson's and other conditions that have some early similarities, such as multiple systems atrophy or dementia with Lewy bodies.

"The findings add to an exciting flurry of recent activity towards finding a simple way to test for and measure Parkinson's."

More information: Jenny Hällqvist, Plasma proteomics identify biomarkers predicting Parkinson's disease up to 7 years before symptom onset, Nature Communications (2024). DOI: 10.1038/s41467-024-48961-3. www.nature.com/articles/s41467-024-48961-3

Journal information: Nature Communications
Citation: Blood test could predict Parkinson's seven years before symptoms (2024, June 18) retrieved 14 July 2024 from https://medicalxpress.com/news/2024-06-blood-parkinson-years-symptoms.html
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