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International Journal of Bioprinting                              Design and optimization of 3DP bioscaffolds




            in the middle of the bioreactor will flow slowly from the   was investigated, as shown in  Figure 9a. Increasing the
            middle of the scaffold. The results revealed that a constant   flow rate from 600 to 6000 μL/min resulted in a relatively
            inflow may not be suitable for dynamic culturing because   large elevation in oxygen concentration, while it was
            the nutrient flow in the porous scaffold becomes slower as   minor when the flow rate changed from 60 to 600 μL/min.
            cell proliferation proceeds. In addition, using a material   Accordingly, the average cell density in the scaffold was
            with a higher degree of microporosity (softer materials) is   increased with a higher flow rate, mainly after 4 days (see
            also beneficial for cell proliferation.            Figure 9b). However, it should be noted that the flow rate

               Oxygen concentration in the scaffold is a critical   cannot be increased indefinitely, as this can increase wall
            indicator for cell activities and is driven by both the   shear stress at the edges of the scaffold. C2C12 cells require
            convective action of the fluid and its diffusion. Figure 8a–d   a specific range of wall shear stress (1.6–3.3 dyn/cm²) for
                                                                               20
            shows the simulation results of the bioreactor’s oxygen   growth stimulation,  and excessive or insufficient wall
            concentration  field,  presenting  the  spatial  distribution   shear stress can lead to cell death or failure to grow. For this
            from days 1 to 7. It can be observed that the oxygen   reason, the model was adopted to explore the relationship
            concentration in the non-scaffold area is uniform, while   between flow rate and wall shear stress to obtain the
            it changes significantly inside the scaffold. The magnitude   optimal flow rate range. Figure 9c displays the shear stress
            of oxygen concentration reduces gradually from the   variation against flow rate, demonstrating a strong linear
            surface of the scaffold to the center, where the oxygen   correlation. When the wall shear stress was constrained
            consumed by cells is not compensated adequately via the   within the range of 1.6–3.3 dyn/cm², it yielded the optimal
            diffusion process due to the lengthened diffusion path.   values of inlet flow rates, being 2249 to 4515 μL/min.
            A similar trend was observed for cell density, as shown   4.2.2. Geometric parameters
            in Figure 8e–h. At the initial stage of cultivation, the cell   Figure 10 illustrates the impact of the scaffold’s diameter and
            density distribution was set to be uniform with a density of    thickness on the average oxygen concentration, cell density,
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            3.0 × 10  cell/cm . On day 4, the cell density in the center   and cell count. Changes in scaffold diameter had minimal
            regions of the scaffold was lowered approximately by half   impact on oxygen diffusion and cell density (see  Figure
            compared to the outer areas, while the discrepancy was   10a and b). The cell count was enlarged by approximately
            further amplified on day 7. To enhance the transportation   4  times from day  0 to  day 7  (Figure  10c).  The scaffolds
            of oxygen, macro channels or voids are commonly added   with a larger diameter demonstrated a greater proliferation
            to solid scaffolds to promote permeability. 14,15,20  However,   rate primarily due to the higher degree of initial cell count
            excessive channels or voids can decline the cell loading of   since the initial density remained consistent, highlighting
            the scaffold, resulting in adverse effects on cell proliferation.   the importance of initial cell count on cell growth. In
            Determining optimal geometric parameters of scaffolds is   contrast, changes in thickness demonstrated a remarkable
            somewhat arbitrary or based on a trial-and-error approach   influence on cell proliferation behaviors (see  Figure
            currently. For example, structures with different geometric   10d and  f). Oxygen mass transfer efficiency decreased
            parameters are repeatedly used in cell culturing. This   significantly as the thickness increased from 0.3 mm to
            greatly increases the cost of experimentation and time,   1.5 mm, beyond which it remained stable at a particularly
            but the results obtained are still uncertain as to whether   low level (~30%). As the effective diffusion length of
            they are optimal. It is possible to use the modeling system   oxygen in the biocompatible materials is generally within
            developed in this study to optimize the architecture of the   a few hundred microns, 19,20  the oxygen concentration was
            scaffold to maximize its cell activities (see section 4.3).  lowered by only ~13% after 7 days for the 0.3 mm scaffold
            4.2. Parametric study                              in this study; however, the reduction reached 75% when
            Prior to optimizing the scaffold, it is necessary to gain an   the thickness was increased to 5 mm (see Figure 10d). Cell
            understanding of how material, geometrical, and culturing   density exhibited a minor correlation to the thickness from
            parameters impact cell growth. The parameters, including   days 0 to 3, while the difference in cell density between
            the inlet flow of the bioreactor, scaffold’s diameter and   various scaffolds was more pronounced afterward (Figure
            height, initial cell density, initial material porosity,   10e). Due to enhanced oxygen transportation for thinner
            maximum oxygen uptake rate, and maximum cell growth   scaffolds, the cell density was amplified by 7 times on day
            rate, were varied in the model to investigate the changes in   7, while it was 4.5 times for a thickness of 3.0 mm. For
            oxygen concentration and cell growth.              the cases of cell count, the cell number on day 7 increased
                                                               proportionally to the increase in thickness due to the
            4.2.1. Inlet flow                                  enlarged volume of scaffolds. The results of the sensitivity
            The impact of  inlet flow  rates (60  μL/min,  600  μL/min,   study indicate that the oxygen concentration and average
            and 6000  μL/min)  on oxygen distribution in scaffolds   cell density are more sensitive to the axial dimension that

            Volume 10 Issue 3 (2024)                       291                                doi: 10.36922/ijb.1838
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