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UdonPred Data

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Figshare2024-05-06 更新2026-04-28 收录
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https://figshare.com/articles/dataset/UdonPred_Data/25746771
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Datasets used to train the UdonPred Method.UdonPred is a predictive model for protein disorder, leveraging embeddings from the pre-trained protein language model ProstT5. This model variant has been trained using a novel dataset of nuclear magnetic resonance (NMR) spectroscopy chemical shifts from the Biological Magnetic Resonance Data Bank (BMRB). It employs the TriZOD scoring scheme, which quantifies disorder by assigning G-scores that identify deviations from the chemical shifts expected in random coil configurations. UdonPred was subsequently fine-tuned using data from the DisProt database.UdonPred is available at: https://github.com/JSchlensok/udonpredTriZOD G-Scores method is available at: https://github.com/MarkusHaak/trizod
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2024-05-06
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