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Author

Zimu Yu

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Open access Sep 2026

From single-sequence structure prediction to protein fitness landscape through a composable, epistasis-aware mutation atlas

An end-to-end framework named Cerebra-Epistasis is presented, which couples a single-sequence structure predictor that explicitly endows the structure awareness beyond the conventional sequence-fitness mapping with a downstream fitness prediction network that deliberately models the non-linear epistatic effects beyond...

Wei-Zhe Wang, Zi-Mu Yu, En-Di Yang et al. · 0 citations
Open access Aug 2026

Impaired Chaperone‐Mediated Autophagy Accelerates Intervertebral Disc Degeneration by Inducing MIDN Accumulation to Target TSC2 for Proteasomal Degradation

It is demonstrated that CMA activity is downregulated in nucleus pulposus cells from IDD patients and IL‐1β‐induced rat intervertebral disc cell models, causing cytoplasmic accumulation of a novel CMA substrate, Midnolin (MIDN).

Xianglong Chen, Hai-Yang Gao, Wang Wu et al. · 0 citations

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