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International Journal of Bioprinting                                 4D printing & simulation for biomedicine




            in 4D printing undergo changes in shape or function   its thermomechanical properties revealed a glass
            over time within a specific environment and in response   transition temperature (T ) within the body temperature
                                                                                    g
            to stimuli. Therefore, an ideal printed structure produced   range, and dynamic mechanical analysis (DMA) was
            by 4D bioprinting should have the ability to respond to   performed. The processability of the material by 3D
            such dynamism for effective integration with the human    printing was confirmed through printability tests, and
            body. 2,4-8  Furthermore, with minimal invasiveness   biodegradability characteristics were assessed using an
            and appropriate responses to human elements, there   accelerated decomposition method. Biocompatibility
            is  considerable  potential for  applications  in  precision   was established by investigating the interaction between
            medicine,  offering  personalized  treatments  for  the developed material and cells in a series of in vitro
            individual patients. 9-13                          experiments. The experimental results verified that
               Smart materials, including shape-memory polymers   the developed material underwent shape deformation
            (SMPs), shape-memory alloys (SMAs), and hydrogels,   into the programmed shape in a specific stimulation
            are utilized to enable programmed changes in shape over   environment. Furthermore, a simulation study was
            time in specific conditions. 14-17  Several characteristics of   conducted to enable theoretical prediction of its shape.
            smart materials are particularly vital for their application   This study demonstrated that sophisticated shapes
            in 4D bioprinting within the medical field. For suitability   tailored to the individual characteristics of each patient
            in 4D printing, the material should demonstrate flexible   can be fabricated with 4D printing and highlighted the
            expansion and contraction in response to a specific   ability to accurately predict shape recovery occurring
            stimulus, ensuring it is nonharmful to the human body.   in  programmed  shapes. This material  will enhance
            Additionally, the material must be easy to process,   the performance of medical devices, such as catheters,
            facilitating the manufacture of complex geometries   stents, and artificial scaffolds.
            tailored to the patient’s characteristics. Furthermore,
            during the treatment period, metabolic interactions with   2. Materials and methods
            surrounding human tissue are crucial, necessitating the   2.1. Materials
            use of materials that can be safely absorbed into the body   Poly(lactic acid) (PLA) was sourced from PLA (Green
            at the appropriate time. 9,18-20                   Chemical Co., South Korea), while polyethylene glycol
               To utilize 4D printing in precision medicine, it is   (PEG) was obtained from PEG (Samchun Co., South Korea).
            crucial not only to design a well-formed programmable   2.2. Preparation of body temperature-responsive
            structure but also to accurately predict the time-  shape-memory polymers
            dependent behavior resulting from specific stimuli.   Prior to extrusion, PLA and PEG were oven-dried at
            4D printing is well-suited for applications within the   45°C for 4 h. PLA and PEG were combined in plastic
            human body, where it will be subjected to continuous   bags and mixed using a tumbler mixer. The blend was
            change. Therefore, there is increasing interest in 4D   then fed at a rate of approximately 4 kg/h into the main
            bioprinting simulations, which are crucial for achieving   hopper of a corotating intermeshing twin-screw extruder
            4D-printed biomaterials with the desired mechanical   (STS25–44V–SF; Hankook EM Ltd., South Korea), set at
            properties and structural integrity. 21-23  Simulation allows   a  hopper  temperature  of  100°C.  This  extruder  features
            researchers and medical professionals to anticipate how   a screw diameter of 25 mm and a length-to-diameter
            printed structures will respond within the dynamic   (L/D) ratio of 44. It is equipped with two die holes,
            environment of the body, aiding in the optimization of   each 4 mm in size, and operates at a screw speed of 180
            designs and materials for enhanced biocompatibility   rpm. The barrel temperature was maintained at 100–
            and functionality. Thus, integrating 4D bioprinting   207°C to achieve a resin temperature of 225°C, slightly
            simulations into the design and development process   exceeding the barrel temperature due to internal friction
            is essential for advancing the efficacy and reliability of   and shearing effects. The pressure within the barrel was
            precision medicine applications.                   kept at 10 bar. The melted resins were cooled in a water

               In this study, an SMP was developed to maintain   bath at room temperature (22–24°C) and subsequently
            shape-memory    effects  and    self-deformation   pelletized. The pellets were then oven-dried at 35°C for 24
            characteristics as a 4D printing material. This polymer   h. For specimen preparation, the composite pellets were
            demonstrated excellent processability with a 3D printer   processed in an injection molding machine (LGH50N; LS
            and exhibited biocompatibility and biodegradability   Mtron Co., South Korea) with a screw diameter of 25 mm.
            through synthesis from polylactic acid (PLA) and   The machine was operated at barrel temperatures of 220–
            polyethylene glycol (PEG) (Figure 1). Analysis of   230°C, with a maximum injection pressure of 2520 kgf/



            Volume 10 Issue 3 (2024)                       573                                doi: 10.36922/ijb.3035
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