Michigan State UniversityJun 21 2024
TopoFormer has the potential to shrink development time. In doing so, it can reduce development costs, which could lower the price of the drug for consumers downstream. That could be particularly useful for rare diseases, because the limited number of patients means drug companies need to charge more to recoup costs.
Related StoriesThe first step, then, is learning which protein or proteins a disease affects. Those proteins also become the targets for researchers, who want to find molecules that can prevent, minimize or counteract the effects of the disease.Once scientists know which proteins to target with a drug, they can input molecular sequences from the protein and potential drugs into conventional computer models.
"Current deep learning models can't account for the shape of drugs or proteins when predicting how they'll work together," Wei said.
Source: Tech Daily Report (techdailyreport.net)
Research Biochemistry Drugs Ibuprofen Molecular Biology Protein Technology
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