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International Journal of Bioprinting                        Innovative manufacturing of ω-3-enriched chocolate




            was utilized to measure the amount of drug release. The   play crucial roles in determining how effectively a material
            original volume of the Eppendorf tubes was then restored   can be printed. Some of these properties are directly linked
            by adding an equivalent volume (1 mL) of fresh PBS. Every   to printability and can be assessed prior to extrusion.
            experiment was performed three times.              In  addition  to  examining  processing  parameters,
                                                               investigating rheological properties and printability
            2.15. Statistical analysis                         variables offers valuable insights into the behavior of
            All experiments were performed in triplicate; the data are   materials throughout the printing process.  Our results
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            expressed as the mean ± standard deviation. Statistical   are in agreement with those of Mantihal et al.  The
                                                                                                         6
            analysis was performed using SPSS Statistics Software   literature indicates that the viscosity of chocolate plateaus
            (IBM version 20, USA). One-way analysis of variance   at shear rates above 50 s .  Our results corroborate this
                                                                                   −1 38
            (ANOVA) and Tukey’s post-hoc test were used to assess   finding, demonstrating that the viscosity of pure chocolate
            differences among the chocolate samples.           at room temperature reaches a plateau after approximately
                                                               50–70 s . However, as the temperature increases, the
                                                                      −1
            3. Results and discussion                          viscosity of pure chocolate plateaus at higher shear rates
                                                                                    −1
            3.1. Rheological analysis                          (approximately 180–200 s ). Our results also agree with
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            The rheological properties of chocolate are essential   those of a previous study,  which found that chocolate
            for  predicting  its  printability  since  the  chocolate  ink   viscosity reduced in a significant manner as the shear
                                                                                           −1
            must exhibit the appropriate flowability and viscosity   rate was increased from 2 to 110 s . This shear-induced
            reduction. A better understanding of the flow behavior of   viscosity reduction benefits chocolate printing, allowing
            chocolate at low viscosity can ensure the stability of the   the chocolate to flow smoothly through the printer nozzle.
            printed design and enable smooth dispensing through   Furthermore, the maximum viscosity of pure chocolate at
            the nozzles.  Representative plots of viscosity versus the   room temperature is approximately 15000 mPa·s, while that
                     34
            shear rate of chocolate and ω-3-containing chocolate at   of ω-3-mixed chocolate is approximately 18000 mPa·s. As
            various temperatures, including room temperature and   the temperature increased to 37°C, the maximum viscosity
            human skin temperature, were prepared; the results are   of pure chocolate and ω-3-mixed chocolate decreased to
            provided in Figure 3A–D. This test assessed the behavior   around 6300 and 16000 mPa·s, respectively. This decline
                                                               suggests a decrease in the plastic viscosity and thixotropy
            of chocolate under ambient conditions, typically ranging   of the chocolate masses. Our results also agree with those of
            from 20 to 25°C. However, upon contact with the human   Quispe-Chambilla et al.,  who reported that the viscosity
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            oral environment, i.e., approximately 37°C, chocolate   values of different dark chocolate samples changed with
            undergoes a transformation, mimicking its natural   increasing temperature. In the present study, adding ω-3
            melting  process  facilitated by  the  warmth  of  the  mouth   to chocolate further increases the shear rate at which the
            and the enzymatic action of saliva.  A study investigating   viscosity plateaus to approximately 300 s . These findings
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                                                                                               −1
            the correlation between temperature and the properties   suggest that ω-3 improves the rheological properties of
            of chocolate revealed that its apparent viscosity remains   pure chocolate, resulting in higher viscosity values.
            relatively consistent at 32–40°C, indicating that melted
            chocolate exhibits favorable printability characteristics.    3.2. Light microscopy and scanning electron
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            The rheological data demonstrated that the apparent   microscopy imaging
            viscosity of the chocolate is time-dependent, exhibiting a   Figure  4A presents the film structure on the surface of
            thixotropic characteristic, as evidenced by the decreasing   the pure chocolate chips.  Figure  4B features ω-3 mixed
            viscosity values with increasing shear rate. These variables   chocolate chips, with no particles observed. In Figure 4C,















            Figure  4.  Light microscopy images of (A) pure chocolate, (B) ω-3-mixed chocolate, and (C) ω-3-sodium alginate (SA) microparticle (MP)-coated
            chocolate. Magnification: 20 X. Scale bars: 200 pixel.

            Volume 10 Issue 6 (2024)                       379                                doi: 10.36922/ijb.3969
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