Uncovering critical transitions and molecule mechanisms in disease progressions using Gaussian graphical optimal transport

Understanding disease progression is crucial for detecting critical transitions and finding trigger molecules, facilitating early diagnosis interventions. However, the high dimensionality of data and the lack of aligned samples across disease stages have posed challenges in addressing these tasks. W...

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Main Authors: Wenbo Hua, Ruixia Cui, Heran Yang, Jingyao Zhang, Chang Liu, Jian Sun
格式: Artigo
语言:英语
出版: 2025
在线阅读:https://doi.org/10.1038/s42003-025-07995-z
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