Page 589 - IJB-10-3
P. 589

International Journal of Bioprinting                                 4D printing & simulation for biomedicine




            the utilized SMP exhibits no cytotoxicity, indicating its   changes to the glass phase during the cooling process. In
            potential  suitability  for  use  in  biomedical  devices.  This   this process, the strain is stored in the SMP material, while
            trend was also evident in cell proliferation experiments   the stored strain is returned during the heating process. The
            using WST-1 (Figure 4c).                           stress–strain relation of the SMP is expressed as follows: 40
               The biocompatibility of polymers is closely related to
                                                                                        −1
            cell  adhesion, as  cells  interact  with  the polymer  surface      σ = (S r  + η (S g  − S r )) ( ε − ε − ε )  (VII)
                                                                               g
                                                                                               in
                                                                                                   th
            to which they adhere. In the presence of a biocompatible
            polymer, protein adsorption occurs on the polymer     where  σ represents stress, and  S  and  S  represent
            surface, facilitating cell adhesion in the cytoskeleton. This   the rubber phase and glass phase compliance matrix,
                                                                                                    g
                                                                                              r
            interaction directly influences receptors, such as integrin,   respectively. S is expressed as follows: 22
            and plays a crucial role in cell survival and proliferation   i
            by impacting extracellular matrix (ECM) deposition,
            cell movement, and proliferation. 33-36  SEM was used to      1  v −  i  v −  i  0  0  0   
            verify the morphology of adherent cells on the developed     E i  E i  E i                
            polymer (Figure 4d). The results confirmed that cells grew     v −  i  1  v −  i  0  0  0  
            and formed a confluent layer that covered the surface of      E i  E i  E i                
            the polymer. In addition, microextensions were observed      v −  i  v −  i  1            
            between adjacent cells, connecting them and forming           E  E  E   0      0     0    
            a spindle shape. 37,38  These observations indicated that      S =    i  i  i  21(  + vv )    (VIII)
                                                                     i
            cell adhesion occurred smoothly on the surface of the        0  0  0     E  i             
            developed polymer, thus confirming the biocompatibility                  i                
            of the developed SMP.                                        0  0  0     0    ( 21 + v )  
                                                                                               i
                                                                                            E i       
            3.5. Shape-memory effect                                                            ( 21 +  v )   
                                                                                                     i
            To  explain  the  thermodynamic  behavior  of  the  SMP       0  0  0   0      0     E    
            mathematically, a two-phase model consisting of a rubber                                i
            phase and a glass phase was used as a phenomenological   where  subscript  i = g  represents  the  glass  phase,
            constitutive model. 22,39,40  The two phases, the so-called   and  i = r represents the rubber phase. Measurement of
            glass phase and rubber phase, in the SMP were stable at   temperature-dependent Young’s modulus revealed E  and
            temperatures above and below  T , respectively. As the   E  values of 1880 and 5.63 MPa, respectively, and Poisson’s
                                                                                                         g
                                        g
            SMP is a mixture of the glass and rubber phases during   ratios ν  and ν  were 0.35 and 0.4, respectively.
                                                                r
            the transition process, the volume fraction (η ) of the   g   r
                                                   g
            rubber phase and the glass phase represents the state of   From a numerical perspective, nonlinear SMP behavior
            the  SMP.  Considering  the  experimental  results  of  the   can be handled in an explicit time-discrete stress–strain
                                                                                        40
            DMA test of PLA+PEG 20 phr, the η  of the glass phase   temperature-based framework.  For the infinitesimal time
                                           g
            can be expressed approximately as a hyperbolic function,   domain [t , t ], the evolution equation of SMP in an n+1
                                                                       n
                                                                         n+1
            as described previously.  The values of a  and a of the   step is expressed as follows: 40
                               40
                                              1
                                                    2
            hyperbolic function, obtained by fitting the DMA curve,
            were 0.0956 and 0.0968, respectively. The changes in          n+1       n+1  n+1  e ) (     n+1  n+1  n+1  ε (  n+1  ε ))
                                                                                               −1
                                                                                            n+1
                                                                                                                        n n+1
                                                                             =
                                                                                                  n
            the  glass and rubber phases  of SMPs  are generally only    ε in ( I + ∆ η g  S r  C  ε +∆ η g  S r  C e  −  th
                                                                                                  in
            a function of temperature, and the total strain rate (ε) is                                   (IX)
                                                                    −1
            expressed as follows: 40           ε in ( I + ∆ η n+1 S n+1 C e ) ( ε +∆ η n+1 S n+1 C n+1  ε (  n+1 − ε ))
                                                                        n
                                                                                              n n+1
                                                n+1
                                                                 n+1
                                                  =
                                                          g
                                                                                 r
                                                                             g
                                                                                              th
                                                                                     e
                                                             r
                                                                        in
                   ε = η ε + (1 − η ε +)  r  ε + ε th  (VI)       where the superscript n+1 represents the current step,
                          g
                        g
                                 g
                                       in
                                                               the superscript  n represents the previous step,  ∆η n g  +1  is
               where ε  and ε  are the strains of the glass and rubber
                          r
                     g
            phases, respectively, and ε  and ε  represent the inelastic   η n+1 − η ,  and  C   is the  overall equivalent  stiffness. 22,40
                                                                     n
                                       th
                                 in
            strain due to SMP phase transformation and thermal   g   g       e
            strain, respectively. 40                           Calculation of the inelastic strain (ε ) due to the SMP
                                                                                             in
               The phase transformation mechanism between the   phase transformation from the evolution equation of SMP
            glass and the rubber phases indicates that the rubber phase   was implemented using MATLAB software (MathWorks,
            Volume 10 Issue 3 (2024)                       581                                doi: 10.36922/ijb.3035
   584   585   586   587   588   589   590   591   592   593   594