Charting the envelope of mechanical properties of synthetic silk fibers through predictive modeling of the drawing process

A major challenge in synthesizing strong and tough protein fibers based on spider silk motifs is understanding the coupling between protein sequence and the postspin drawing process. We clarify how drawing-induced elongational force affects ordering, chain extension, interchain contacts, and molecular mobility through mesoscale simulations of silk-based fibers. We show that these emergent features can be used to predict mechanical property enhancements arising from postspin drawing. Simulations recapitulate a purely process-dependent mechanical property envelope in which order enhances fiber strength while preserving toughness. The relationship between chain extension and crystalline domain alignment observed in simulations is validated by Raman spectroscopy of wet-spun fibers. Property enhancements attributed to the progression of anisotropic extension are verified by mechanical tests of drawn silk fibers and justified by theory. These findings elucidate how drawing enhances properties of protein-based fibers and shed light on how to incorporate this effect into predictive models.

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Publication Details

Journal
Science Advances
Published
2025-03-07
DOI
https://doi.org/10.1126/sciadv.adr3833
Citations
7
Primary Topic
Silk-based biomaterials and applications
Type
article
Field-Weighted Citation Impact
4.18
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article

Charting the envelope of mechanical properties of synthetic silk fibers through predictive modeling of the drawing process

Sinan Keten, Shri Venkatesh Subramani, Fuzhong Zhang, Jacob J. Graham et al.
7 citations
Science Advances
Silk-based biomaterials and applications
4.18
article

Charting the envelope of mechanical properties of synthetic silk fibers through predictive modeling of the drawing process

Sinan Keten, Shri Venkatesh Subramani, Fuzhong Zhang, Jacob J. Graham, Xinyan Yang, T. P. Russell
article en
7 citations

Abstract

A major challenge in synthesizing strong and tough protein fibers based on spider silk motifs is understanding the coupling between protein sequence and the postspin drawing process. We clarify how drawing-induced elongational force affects ordering, chain extension, interchain contacts, and molecular mobility through mesoscale simulations of silk-based fibers. We show that these emergent features can be used to predict mechanical property enhancements arising from postspin drawing. Simulations recapitulate a purely process-dependent mechanical property envelope in which order enhances fiber strength while preserving toughness. The relationship between chain extension and crystalline domain alignment observed in simulations is validated by Raman spectroscopy of wet-spun fibers. Property enhancements attributed to the progression of anisotropic extension are verified by mechanical tests of drawn silk fibers and justified by theory. These findings elucidate how drawing enhances properties of protein-based fibers and shed light on how to incorporate this effect into predictive models.

Science AdvancesVol. 11(10)
Northwestern University (US), Washington University in St. Louis (US)
Openalex Percentile: Top 6%
Silk-based biomaterials and applications
4.18
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Charting the envelope of mechanical properties of synthetic silk fibers through predictive modeling of the drawing process — Sinan Keten, Shri Venkatesh Subramani, et al. · Science Advances (2025) | TGRS Research Map | TGRS