Using artificial intelligence and machine learning scientists have found that patients with type 1 diabetes had a significantly higher amount of gut bacteria linked to the onset of diabetes.
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"We found a particular gut microbiota composition that is associated with poorer blood sugar measures in a group of children and adolescents with newly-diagnosed type 1 diabetes," said the study's corresponding author, Giuseppe d'Annunzio, M.D., of the Istituto Giannina Gaslini in Genoa, Italy. "We used a form of artificial intelligence called machine learning to do a more thorough and robust genetic analysis."
The researchers studied the microbiomes of 31 children with type 1 diabetes and 25 children who did not have diabetes. They used machine learning analysis and genetic analysis and found patients with type 1 diabetes had a significantly higher amount of gut bacteria linked to the onset of diabetes.
"Gut microbiota composition deserves attention as a new topic of research in the development of several diseases," d'Annunzio said.
Source-Eurekalert