AI decodes tissue characteristics of type 2 diabetes

Researchers from several partner institutions of the German Center for Diabetes Research (DZD) have collaborated with international colleagues to develop a new approach for visualizing subtle tissue changes in the pancreas in type 2 diabetes. The results provide new insights into the development of type 2 diabetes. The study has now been published in Nature Communications.

More than 500 million people worldwide live with type 2 diabetes. They often suffer from serious complications. Nevertheless, it has been difficult to draw reliable conclusions about a person’s glycemic status based on classic histopathological examinations. Many subtle morphological changes associated with impaired insulin secretion and beta cell dysfunction are barely visible to the naked eye.

To close this diagnostic gap, the research team created an extensive data set from pancreatic tissue sections from living donors. The samples were contrasted using chromogenic and multiplex immunofluorescent staining and then captured in high resolution using gigapixel microscopy.

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