Latest HEALTH BENEFIT research into Extra Virgin Olive Oil.
Chemical Compounds in Extra Virgin Olive Oil Linked to Alzheimer's Prevention: A Machine Learning Perspective
Recent discoveries point towards the potential of specific chemical compounds in extra virgin olive oil in the battle against Alzheimer’s, the predominant form of dementia, with the use of sophisticated network machine learning techniques.
Published in Human Genomics, this global study pinpointed ten phytochemicals that seem to operate in ways comparable to known drugs targeting the accumulation of brain plaque.
One of Alzheimer's hallmark symptoms is the unusual accumulation of proteins around the brain. Forecasts from other researches indicate a concerning tripling of dementia rates by 2050, attributed to increasing elderly populations and certain dietary and lifestyle habits that exacerbate the condition.
The collaborative efforts of researchers from the Yale School of Public Health, Imperial College London, and the University of Athens suggest these compounds could spearhead forthcoming clinical trials.
Vasilis Vasiliou from Yale School of Public Health noted, “By amalgamating artificial intelligence, analytical chemistry, and omics studies, we offer new insights into how extra virgin olive oil might aid in the prevention or therapy of Alzheimer’s.”
Initially, the team singled out 67 potential bioactive chemicals in the oil that might deter Alzheimer's root causes and alleviate its symptoms. The machine learning tools helped simulate the interruption of disease-associated plaque buildup by these compounds.
What sets this research apart is its use of a machine learning model explicitly designed to handle the type of network structures found in biological datasets.
From the ten identified phytochemicals, quercetin was singled out as the most promising in emulating the action of existing Alzheimer's drugs. Past studies have linked quercetin to the reduction of amyloid beta accumulation—a significant culprit in Alzheimer's. Additionally, quercetin seems to counteract oxidative stress, a factor in advancing neurodegenerative diseases.
Although the study accentuates the health merits of extra virgin olive oil, it doesn’t come without its limitations. The team clarified that the model identified potential anti-Alzheimer's compounds in the oil but couldn't precisely measure their efficacy. The algorithm's training also relied solely on U.S. approved Alzheimer’s drugs, which could mean overlooking other potent compounds.
The researchers emphasized the importance of future studies to validate their machine learning methodology. They added, “While our findings unveil the potential therapeutic value of extra virgin olive oil for Alzheimer’s, this methodology could similarly pinpoint beneficial compounds in other foods for various ailments like dementia, hypertension, or dyslipidemia.”
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https://www.oliveoiltimes.com/health-news/researchers-use-ai-to-identify-the-olive-oil-compounds-that-affect-alzheimers/123833