Page 156 - v11i4

International Journal of Bioprinting AI for sustainable bioprinting

Author contributions 9. Faber L, Yau A, Chen Y. Translational biomaterials of
four-dimensional bioprinting for tissue regeneration.
Conceptualization: Hongyi Chen Biofabrication. 2024;16(1):012001.
Supervision: Jie Huang doi: 10.1088/1758-5090/acfdd0
Visualization: Hongyi Chen 10. Zhang YS, Haghiashtiani G, Hübscher T, et al. 3D extrusion
Writing–original draft: Hongyi Chen bioprinting. Nat Rev Methods Primers. 2021;1(1):75.
Writing–review & editing: Hongyi Chen, Jie Huang doi: 10.1038/s43586-021-00073-8

Ethics approval and consent to participate 11. Zhou J, See CW, Sreenivasamurthy S, Zhu D. Customized
additive manufacturing in bone scaffolds—the gateway to
Not applicable. precise bone defect treatment. Research. 2023;6:0239.
doi: 10.34133/research.0239
Consent for publication 12. Senior AW, Evans R, Jumper J, et al. Improved protein
Not applicable structure prediction using potentials from deep learning.
Nature. 2020;577(7792):706-710.
doi: 10.1038/s41586-019-1923-7
Availability of data
13. Jumper J, Evans R, Pritzel A, et al. Highly accurate
Not applicable. protein structure prediction with AlphaFold. Nature.
2021;596(7873):583-589.
References doi: 10.1038/s41586-021-03819-2

14. Chen H, Liu Y, Balabani S, Hirayama R, Huang J. Machine
1. Murphy SV, De Coppi P, Atala A. Opportunities and learning in predicting printable biomaterial formulations
challenges of translational 3D bioprinting. Nat Biomed Eng. for direct ink writing. Research. 2023;6:0197.
2020;4(4):370-380. doi: 10.34133/research.0197
doi: 10.1038/s41551-019-0471-7
15. Elbadawi M, Li H, Sun S, Alkahtani ME, Basit AW, Gaisford
2. Mota C, Camarero-Espinosa S, Baker MB, Wieringa P, S. Artificial intelligence generates novel 3D printing
Moroni L. Bioprinting: from tissue and organ development formulations. Appl Mater Today. 2024;36:102061.
to in vitro models. Chem Rev. 2020;120(19):10547-10607. doi: 10.1016/j.apmt.2024.102061
doi: 10.1021/acs.chemrev.9b00789
16. Zhang Z, Zhou X, Fang Y, Xiong Z, Zhang T. AI-driven
3. Kim JJ, Cho D-W. Advanced strategies in 3D bioprinting 3D bioprinting for regenerative medicine: From bench to
for vascular tissue engineering and disease modelling using bedside. Bioact Mater. 2025;45:201-230.
smart bioinks. Virtual Phys Prototyp. 2024;19(1):e2395470. doi: 10.1016/j.bioactmat.2024.11.021
doi: 10.1080/17452759.2024.2395470
17. Abramson J, Adler J, Dunger J, et al. Accurate structure
4. Narayan R, Yoo J, Atala A. 3D bioprinting: physical and prediction of biomolecular interactions with AlphaFold 3.
chemical processes. Appl Phys Rev. 2021;8(3). Nature. 2024;630(8016):493-500.
doi: 10.1063/5.0060283 doi: 10.1038/s41586-024-07487-w
5. Yilmaz B, Al Rashid A, Mou YA, Evis Z, Koç M. Bioprinting: 18. Chen H, Zhang B, Huang J. Recent advances and applications
a review of processes, materials and applications. Bioprinting. of artificial intelligence in 3D bioprinting. Biophys Rev.
2021;23:e00148. 2024;5(3):031301.
doi: 10.1016/j.bprint.2021.e00148 doi: 10.1063/5.0190208
6. Sun X, Ren W, Xie L, et al. Recent advances in 3D bioprinting 19. Thompson A. Employing artificial intelligence to augment
of tissues and organs for transplantation and drug screening. 3D bioprinting. Scilight. 2024;2024(29):291104.
Virtual Phys Prototyp. 2024;19(1):e2384662. doi: 10.1063/10.0028061
doi: 10.1080/17452759.2024.2384662
20. Filippi M, Mekkattu M, Katzschmann RK. Sustainable
7. Chua CK, An J, Fan S, et al. A perspective on transformative biofabrication: from bioprinting to AI-driven predictive
bioprinting. IJB. 2024;11(1):1–29. methods. Trends Biotechnol. 2025;43(2):290-303.
doi: 10.36922/ijb.3525 doi: 10.1016/j.tibtech.2024.07.002
8. Jain P, Kathuria H, Dubey N. Advances in 3D bioprinting 21. Foyt DA, Norman MDA, Yu TTL, Gentleman E. Exploiting
of tissues/organs for regenerative medicine and in-vitro Advanced Hydrogel Technologies to Address Key
models. Biomaterials. 2022;287:121639. Challenges in Regenerative Medicine. Adv Healthc Mater.
doi: 10.1016/j.biomaterials.2022.121639 2018;7(8):1700939.

Volume 11 Issue 4 (2025) 148 doi: 10.36922/IJB025170164