Physicochemical and Rheological Characterization of Ferrimagnetic Polymer–Ceramic Colloidal Gels as Potential Inks for Direct Ink Writing

Direct ink writing (DIW) enables patient-specific fabrication of multifunctional bone scaffolds, but formulating inks that combine ceramic osteoconductivity, magnetic hyperthermia capability, and controlled drug delivery while retaining printability remains challenging. This study investigates the composition-dependent rheology and printability of polycaprolactone (PCL)/β-tricalcium phosphate (β-TCP)/magnetite (Fe3O4) colloidal gels (formulated inks) for DIW-based scaffold fabrication. Five formulations spanning 10–50 wt% PCL (with β-TCP adjusted accordingly and Fe3O4 fixed at 5 wt%) were synthesized via solvent-based gel casting, characterized, and evaluated rheologically (flow sweep, amplitude and frequency sweeps, three-interval thixotropy, gelation kinetics). All inks exhibited shear-thinning behavior. Intermediate PCL compositions showed higher storage moduli, broader linear viscoelastic regions, higher yield stress, and rapid post-shear recovery, indicative of well-percolated particle–polymer networks, while high-ceramic-loaded formulations displayed brittle behavior. Calculated yield pressures for intermediate compositions fell within practical DIW operating ranges. Printing tests confirmed that only intermediate solid loadings are reliably printed through both nozzle diameters, demonstrating that printability depends jointly on yield stress and solid fraction. These findings establish composition-based guidelines for optimizing multifunctional PCL/β-TCP/Fe3O4 inks toward printable, patient-specific bone scaffolds.

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Publication Details

Journal
Materials
Published
2026-10-26
DOI
https://doi.org/10.3390/ma19214496
Primary Topic
Additive Manufacturing and 3D Printing Technologies
Type
article
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article

Physicochemical and Rheological Characterization of Ferrimagnetic Polymer–Ceramic Colloidal Gels as Potential Inks for Direct Ink Writing

Nïkhil Gupta, Marcus Weck, Vasudev Vivekanand Nayak, Lukasz Witek et al.
Materials
Additive Manufacturing and 3D Printing Technologies
article

Physicochemical and Rheological Characterization of Ferrimagnetic Polymer–Ceramic Colloidal Gels as Potential Inks for Direct Ink Writing

Nïkhil Gupta, Marcus Weck, Vasudev Vivekanand Nayak, Lukasz Witek, Jingyang Wang, Ankita Raja Shinde
article en

Abstract

Direct ink writing (DIW) enables patient-specific fabrication of multifunctional bone scaffolds, but formulating inks that combine ceramic osteoconductivity, magnetic hyperthermia capability, and controlled drug delivery while retaining printability remains challenging. This study investigates the composition-dependent rheology and printability of polycaprolactone (PCL)/β-tricalcium phosphate (β-TCP)/magnetite (Fe3O4) colloidal gels (formulated inks) for DIW-based scaffold fabrication. Five formulations spanning 10–50 wt% PCL (with β-TCP adjusted accordingly and Fe3O4 fixed at 5 wt%) were synthesized via solvent-based gel casting, characterized, and evaluated rheologically (flow sweep, amplitude and frequency sweeps, three-interval thixotropy, gelation kinetics). All inks exhibited shear-thinning behavior. Intermediate PCL compositions showed higher storage moduli, broader linear viscoelastic regions, higher yield stress, and rapid post-shear recovery, indicative of well-percolated particle–polymer networks, while high-ceramic-loaded formulations displayed brittle behavior. Calculated yield pressures for intermediate compositions fell within practical DIW operating ranges. Printing tests confirmed that only intermediate solid loadings are reliably printed through both nozzle diameters, demonstrating that printability depends jointly on yield stress and solid fraction. These findings establish composition-based guidelines for optimizing multifunctional PCL/β-TCP/Fe3O4 inks toward printable, patient-specific bone scaffolds.

MaterialsVol. 19(21)
University of Miami (US), Dr. John T. Macdonald Foundation (US), New York University (US)
Openalex Percentile: Top 23%
Additive Manufacturing and 3D Printing Technologies
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