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International Journal of Bioprinting                        Increased ECM stiffness enhances chemoresistance




            Since then, the 6%-3DP model maintained a high growth   3DP model (127.6 vs. 62.85 µM, 4.997 vs. 3.305 µM, 39.59
            rate, while because there was not enough room to grow,   vs. 27.17 µM, respectively) (Figure 7A–C).
            the number of cells in the 2D model gradually decreases.   To investigate the mechanism underlying the differences
            Moreover, the amount of cells in the 6%-3DP model   in the pharmacodynamics of 3D ovarian cancer models
            increased approximately four times by day 10, while the   with different stiffness, we collected RNA from 6%-3DP
            number of cells on day 10 in the 2D model was similar   and 8%-3DP cells after 10 days of culture and evaluated
            to that on day 1 (Figure 3B). Notably, in both 3D models,   the expression of multidrug resistance genes. Our results
            the cells maintained a high growth rate. Nevertheless,   revealed that the stiffness of ECM affects the expression of
            differences in the rate of proliferation between the two   drug resistance genes. In 8%-3DP model, the expression
            models began to appear starting day 3, and by day 10, the   of  MDR1 and  MRP1 genes were obviously increased,
            number of cells in the 6%-3DP and 8%-3DP models had   and their mRNA levels were approximately four and two
            approximately quadrupled and tripled, respectively, as   times  higher  than  those  in  6%-3DP  model,  respectively.
            compared to the cell number on day 1 (Figure 3C).
                                                               However, there was no significant difference in ABCA1
            3.3. Tumor-related protein and mRNA expression     expression between the two groups (Figure 7D–F).
            To assess the biological activity of tumor cells in the
            3D-bioprinted models, we used immunofluorescence to   3.6. Transcriptional profiling of 3D-bioprinted
            detect the expression of ovarian cancer-related proteins in   models with different stiffness
            6%-3DP and 8%-3DP models. Our findings revealed that   Next,  we found  significant differences  in transcriptional
            Ki-67 and p53 proteins were expressed in both models,   profile between the 6%-3DP and 8%-3DP models. A total
            indicating high activity of tumor cells in these models   of 217 DEGs were identified, including 145 upregulated
            (Figure 4).                                        genes and 72 downregulated genes (Figure 8A and  8B).
                                                               To explore the functional characteristics of DEGs, we
               To investigate whether ECM stiffness affects tumor-  performed GO pathway enrichment analysis. GO analysis
            related genes, we extracted mRNA from cells in 6%-3DP   results demonstrated that the upregulated genes were
            and 8%-3DP models 10 days after printing. We evaluated   obviously enriched in “metabolic process,” “response to
            the expression of  p53,  IL-6,  ALDH1,  CD44 and  CD133   chemical,” “phosphorus metabolic process,” “response to
            genes. Our findings indicate that the levels of p53 and IL-6   organic substance,” and “response to endogenous stimulus.”
            mRNA were approximately eight- and three-fold higher,   For the downregulated DEGs, the most enriched GO
            respectively, in 8%-3DP group than in 6%-3DP group.   terms included “immune system process,” “interspecies
            Additionally, as the stiffness of 3D tumor model increased,   interaction between organisms,” “response to external
            the expression of tumor stemness markers ALDH1 and   stimulus,” “regulation of response to stress,” and “response
            CD44 was upregulated, whereas the expression of CD133   to biotic stimulus” (Figure 9).
            did not change significantly (Figure 5).
                                                                  Additionally, bioinformatics analysis also revealed
            3.4. Effects of antitumor drugs on 2D-Ov and       that elevating the stiffness of the 3D-bioprinted ovarian
            3D-bioprinted model                                cancer model led to increased expression of key genes
            Initially, we evaluated the response of 2D-Ov and 6%-3DP   associated with chemotherapy resistance, namely EGR1,
            cells to anti-tumor drugs by treating both models with   FOS,  CRYAB,  G6PD,  DUSP1,  PIM1,  PPDPF,  HDAC5,
            carboplatin, paclitaxel, and olaparib for 72 h. Our results   and  FGFR4 (Figure 8C). These findings align with
            revealed that the IC  values of carboplatin, paclitaxel, and   previous research that has confirmed the correlation
                            50
            olaparib in the 6%-3DP models were significantly higher   between overexpression of these genes and enhanced
            compared to those in 2D-Ov models (62.85 vs. 9.921   chemoresistance, which has implication on shortening the
            µM, 3.305 vs. 0.004 µM, 27.17 vs. 8.119 µM, respectively)   overall survival durations. 39-47
            (Figure 6).
                                                               4. Discussion
            3.5. Effects of antitumor drugs on 3D-bioprinted
            models with different stiffness                    In  this  study,  we  used  3D  bioprinting  technology  to
            To further investigate the impact of the structural stiffness   construct  in vitro ovarian cancer tumor models and
            of 3D tumor models on pharmacodynamics, we treated   generated ovarian cancer models with varying degrees of
            6%-3DP and 8%-3DP models with carboplatin, paclitaxel,   stiffness by adjusting GelMA hydrogel content. Thus, we
            and olaparib for 72 h. Our findings indicated that the IC    were able to simulate ovarian cancer tissues with different
                                                         50
            values of the three anti-tumor drugs measured in the 8%-  levels of stiffness that closely resembled those observed in
            3DP model were higher than those measured in the 6%-  clinical settings. Compared with traditional 2D models,


            Volume 10 Issue 3 (2024)                       235                                doi: 10.36922/ijb.1673
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