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Machine Learning Model Links Insulin Resistance to 12 Cancer Types

Researchers have used a machine learning model called AI-IR to demonstrate that insulin resistance is a risk factor for 12 types of cancer. The tool analyzes nine clinical parameters from standard health checkups to predict insulin resistance at population scale. This provides the first large-scale evidence linking insulin resistance to multiple cancers.

New Implantable Devices and Oral Insulin Platform Advance Diabetes Treatment

Multiple research teams have developed innovative diabetes treatments including implantable insulin-producing cell devices, an oral insulin delivery platform using peptides, and a biological implant that functions as an autonomous artificial pancreas. These approaches have shown promising results in animal studies, with some devices maintaining glucose control for 90 days or more without immune suppression. The technologies represent potential alternatives to daily insulin injections for millions of diabetes patients worldwide.