ArticleNature communications2024
In-situ observation of silk nanofibril assembly via graphene plasmonic infrared sensor.
Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
What it found
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The trial behind it
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Who cites it
5 citing papers in PubMed.
- Silk Fibroin Aggregates at the Air-Water Interface: Amyloid-like Fibrils vs. Self-Assembled Networks.International journal of molecular sciences · 2026Article
- Recent advances in machine learning and coarse-grained potentials for biomolecular simulations.Biophysical journal · 2026Review
- Physics-informed deep learning for plasmonic sensing of nanoscale protein dynamics in solution.Science advances · 2025Article
- Exploring 2D Graphene-Based Nanomaterials for Biomedical Applications: A Theoretical Modeling Perspective.Small science · 2025Article
- Progress in Multiscale Modeling of Silk Materials.Biomacromolecules · 2024Review
Corrections and comments
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Authors and funding
14 authors.
Funding
Abstract
Silk nanofibrils (SNFs), the fundamental building blocks of silk fibers, endow them with exceptional properties. However, the intricate mechanism governing SNF assembly, a process involving both protein conformational transitions and protein molecule conjunctions, remains elusive. This lack of understanding has hindered the development of artificial silk spinning techniques. In this study, we address this challenge by employing a graphene plasmonic infrared sensor in conjunction with multi-scale molecular dynamics (MD). This unique approach allows us to probe the secondary structure of nanoscale assembly intermediates (0.8-6.2 nm) and their morphological evolution. It also provides insights into the dynamics of silk fibroin (SF) over extended molecular timeframes. Our novel findings reveal that amorphous SFs undergo a conformational transition towards β-sheet-rich oligomers on graphene. These oligomers then connect to evolve into SNFs. These insights provide a comprehensive picture of SNF assembly, paving the way for advancements in biomimetic silk spinning.
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Registered trials
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