In situ rheological monitoring of diffusion-controlled hydrogel crosslinking for embedded 3D bioprinting

In embedded 3D bioprinting, biomaterial inks are extruded into sacrificial support baths to facilitate the fabrication of complex shapes, even from soft, liquid-like materials. Post-printing, the diffusion of small molecules into or out of the support bath can facilitate ink crosslinking to stabilize the printed structure. In these coupled reaction-diffusion systems, the rheological properties of the ink will change over time. Despite the importance of tuning the mechanical properties of these inks for biological applications, there are currently no methods to accurately predict ink stiffness over time throughout the crosslinking process. Here, we use a custom-developed magnetic stress rheometer to continuously monitor diffusion-driven crosslinking in situ. Our approach reveals how gelation kinetics depend on the thickness of the ink layer, and enables predictive estimation of mechanical evolution in these reaction-and diffusion-driven systems. With these insights, we fabricate specimens with predetermined mechanical properties and observe changes in cell phenotype as a response. These insights help inform the design of inks and timing of bioprinting protocols to achieve prints with desirable mechanical properties and further allow the fabrication of prints with patterned mechanical properties.

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Publication Details

Journal
Biofabrication
Published
2026-06-17
DOI
https://doi.org/10.1088/1758-5090/ae7ed3
Primary Topic
3D Printing in Biomedical Research
Type
article
Field-Weighted Citation Impact
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article

In situ rheological monitoring of diffusion-controlled hydrogel crosslinking for embedded 3D bioprinting

Narelli de Paiva Narciso, Sarah C. Heilshorn, Fotis Christakopoulos, Junyi Tao et al.
Biofabrication
3D Printing in Biomedical Research
article

In situ rheological monitoring of diffusion-controlled hydrogel crosslinking for embedded 3D bioprinting

Narelli de Paiva Narciso, Sarah C. Heilshorn, Fotis Christakopoulos, Junyi Tao, Lucia G. Brunel, Audrey Shih, Carla Huerta-López, Gerald G. Fuller, David Myung, Stella J Chung, Clélia Messin-Roizard
article en

Abstract

In embedded 3D bioprinting, biomaterial inks are extruded into sacrificial support baths to facilitate the fabrication of complex shapes, even from soft, liquid-like materials. Post-printing, the diffusion of small molecules into or out of the support bath can facilitate ink crosslinking to stabilize the printed structure. In these coupled reaction-diffusion systems, the rheological properties of the ink will change over time. Despite the importance of tuning the mechanical properties of these inks for biological applications, there are currently no methods to accurately predict ink stiffness over time throughout the crosslinking process. Here, we use a custom-developed magnetic stress rheometer to continuously monitor diffusion-driven crosslinking in situ. Our approach reveals how gelation kinetics depend on the thickness of the ink layer, and enables predictive estimation of mechanical evolution in these reaction-and diffusion-driven systems. With these insights, we fabricate specimens with predetermined mechanical properties and observe changes in cell phenotype as a response. These insights help inform the design of inks and timing of bioprinting protocols to achieve prints with desirable mechanical properties and further allow the fabrication of prints with patterned mechanical properties.

Biofabrication
Stanford Medicine (US), The University of Tokyo (JP), Stanford University (US)
American Heart Association, Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung, National Institutes of Health, Japan Science and Technology Agency, Stanford Maternal and Child Health Research Institute
Openalex Percentile: Top 12%
3D Printing in Biomedical Research
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