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International Journal of Bioprinting                                 Swelling–shrinking behavior of hydrogel




            hydrogel 3D printing, maintaining levels above 70% to   property,  while thinner filaments are generally adopted
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            prevent the shrinkage and collapse of the 3D-printed   for smaller constructs to achieve a higher resolution.
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            hydrogel structures.                               In  such complex  circumstances, identifying  an optimal
               Although prior studies have attempted to regulate   humidity  level for  hydrogel  3D printing  becomes
            ambient humidity during hydrogel 3D printing, most   increasingly challenging. Therefore, there is an urgent need
            efforts—including the work by Yu et al. —have primarily   to investigate the humidity-driven swelling–shrinking
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            focused on the external environmental control of the   behavior of 3D-printed hydrogel filaments.
            printing space. Specifically, they proposed a humidity-  In this study, the influence of ambient humidity during
            controlled atmospheric enclosure and developed a fluid–  the 3D printing process on the swelling–shrinking behavior
            thermal–humidity coupled finite element method (FEM)   of 3D-printed hydrogel filaments was investigated through
            model to simulate the spatial distribution of humidity   numerical simulations and experimental validation. A
            within the printing chamber. This strategy successfully   two-phase flow simulation model, coupled with heat
            improved  macro-scale environmental  stability  and   transfer and water vapor transport, was developed based
            reduced the likelihood of structure collapse caused by   on FEM. The geometric variation of hydrogel filaments
            low humidity. However, their approach only addresses the   with various diameters under varying humidity conditions
            ambient airfield and does not account for the behavior of   was estimated, and the optimal humidity levels for hydrogel
            individual hydrogel filaments under humidity fluctuations   3D printing were identified. Subsequently, a series of 3D
            at the material level. In particular, the internal diffusion of   printing trials was conducted using hydrogel materials
            water within hydrogel filaments, the associated volumetric   with and without the optimal ambient humidity. The
            deformation, and the interface-driven geometric evolution   results demonstrated that the shrinkage of filaments and
            remain  unmodeled.  Consequently,  their  framework  is   the collapse of fabricated 3D architectures were effectively
            incapable of predicting localized distortion, interlayer   prevented by maintaining the humidity at an optimal level.
            error accumulation, or structure failure due to filament-
            scale swelling and shrinkage.                      2. Materials and methods
               However, the omission of humidity-driven swelling–  This study proposed a 2D thermal–humidity–multiphase
            shrinking behavior of 3D-printed hydrogel filaments in   flow coupling field simulation model for humidity-driven
            prior studies has critically limited the advancement of   swelling–shrinking behavior of hydrogel filaments.
            hydrogel-based 3D printing and hindered progress toward
            reliable biomanufacturing. During the hydrogel printing   In the 3D printing of hydrogel structures, well-
            process, local humidity exerts a significant impact on the   arranged filaments were smoothly deposited. The local
            geometric variation of fabricated hydrogel models. To   humidity within the printing space plays a significant role
            preserve the shape of 3D-printed hydrogel constructs,   in influencing the geometric variation of these hydrogel
            the ambient humidity must be precisely regulated to an   filaments. To accurately regulate the humidity field within
            optimal level.                                     the printing space, a novel configuration of an extrusion-
                                                               based 3D printer (SIA bioprinter PRO, Shenyang Institute
               Existing research generally focuses  on the  invention
            of novel humidity-controlled devices 29–31  to precisely   of Automation, China) was employed, as demonstrated in
            regulate the ambient humidity of 3D-printed structures.   Figure 1. The feasibility and reliability of this setup were
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            However, these studies typically rely on the trial-and-error   validated in previous research.  The 3D printing device
            method to identify optimal humidity levels, a method   comprises a temperature-controlled horizontal plate and
            that is time-consuming, lacks reliability, and suffers from   a humidity-controlled atmospheric  enclosure.  During
            poor repeatability. Such limitations fall short of meeting   the printing process, the print head operates within this
            the  requirements  for  manufacturing  biomimetic  3D   enclosure, allowing the humidity in the printing space to
            architectures.                                     be precisely maintained at a constant value.

               The 3D printing of biomimetic scaffolds  aims to   2.1. Finite element method modeling for the
            produce a range of complex 3D architectures that   printed filament
            accurately replicate the natural structure of human tissues   To estimate the humidity-driven swelling–shrinking
            and organs.  Given the tremendous difference in the sizes   behavior of printed filaments, a two-phase flow simulation
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            of various tissues and organs, hydrogel filaments of varying   model coupled with heat transfer and water vapor
            diameters are often required during the printing process.   transport was developed using COMSOL Multiphysics
            For example, 3D architectures with larger volumes usually   6.2 (COMSOL, USA). Mechanical components not
            consist of thicker filaments to provide a better load-bearing   directly interacting with the printed filament, such as the


            Volume 11 Issue 4 (2025)                       411                            doi: 10.36922/IJB025220222
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