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Self-assembling protein cages: from coiled-coil module to machine learning-driven de novo design of next-generation biomaterials | Synapse
March 3, 2026
Self-assembling protein cages: from coiled-coil module to machine learning-driven de novo design of next-generation biomaterials
AG
Arvind Kumar Gupta
HE
Hana Esih
HG
Helena Gradišar
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Key Points
Self-assembling proteins are engineered to create functional structures, highlighting innovation in biomaterials.
Key evidence includes the application of machine learning techniques that streamline the design process, enhancing efficiency.
Analysis focused on coiled-coil modules as a foundational element for developing new biomaterials, emphasizing versatility.
This work supports future applications in biotechnology and materials science; further exploration is needed for real-world applications.
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Gupta et al. (Tue,) studied this question.
synapsesocial.com/papers/69a76861badf0bb9e87e4806
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