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Hemodynamic Studies in Coronary Artery Models Manufactured by 3D Printing

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Innovations in Mechanical Engineering (icieng 2021)

Abstract

Atherosclerosis is one of the leading causes of death worldwide. It is a chronic inflammatory disease of the arterial wall that progressively reduces the lumen size because of plaque formation. To understand this pathological process, several hemodynamic studies have been carried out, either experimentally or numerically. However, experimental studies have played an important role to validate numerical results. Recent advances in computer-aided design (CAD), medical imaging, and 3D printing technologies have provided a rapid and cost-efficient method to produce physical biomodels for flow visualization. As a manufacturing process, 3D printing techniques have attracted significant attention due to the low cost and potential to rapidly fabricate biomodels to perform flow hemodynamic studies.

In the present work, a study was performed using biomodels manufactured by 3D printing that mimic both healthy and stenotic coronary arteries with different degrees of stenosis (0%, 50% and 70%). Firstly, it was evaluated the influence of the printing resolution on flow visualization, and the results showed that, when comparing to 150 μm, the 100 μm resolution biomodel was the most adequate for performing the proposed experimental studies, presenting an arithmetic average roughness of 7.24 μm. Secondly, the effect of stenosis severity on velocity and flow behavior was studied. It was concluded that as the severity of stenosis increases, the velocity at the stenosis throat also increases. In addition to this, it was also observed a recirculation zone downstream the stenosis, when the diameter was reduced to 70%.

P. Costa, S. Teixeira and R. Lima—Shared senior authorship

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References

  1. Thomas, H., et al.: Global atlas of cardiovascular disease prevention and control. World Health Organ. (2011). https://doi.org/10.1016/j.gheart.2018.09.511

  2. Costa, P.F., et al.: Mimicking arterial thrombosis in a 3D-printed microfluidic: in vitro vascular model based on computed tomography angiography data. Lab Chip 17, 2785–2792 (2017). https://doi.org/10.1039/c7lc00202e

  3. Queijo, L., Lima, R.: PDMS anatomical realistic models for hemodynamic studies using rapid prototyping technology. In: Lim, C.T., Goh, J.C.H. (eds.) 6th World Congress of Biomechanics (WCB 2010). August 1–6, 2010 Singapore. IFMBE Proceedings, vol. 31. Springer, Berlin, Heidelberg (2010). https://doi.org/10.1007/978-3-642-14515-5

  4. Geoghegan, P.H., Jermy, M.C., Nobes, D.S.: A PIV comparison of the flow field and wall shear stress in rigid and compliant models of healthy carotid arteries. J. Mech. Med. Biol. 17, 1–16 (2017). https://doi.org/10.1142/S0219519417500415

    Article  Google Scholar 

  5. Kabinejadian, F., et al.: In vitro measurements of velocity and wall shear stress in a novel sequential anastomotic graft design model under pulsatile flow conditions. Med. Eng. Phys. 36, 1233–1245 (2014). https://doi.org/10.1016/j.medengphy.2014.06.024

  6. Banerjee, R.K., Ashtekar, K.D., Helmy, T.A., Effat, M.A., Back, L.H., Khoury, S.F.: Hemodynamic diagnostics of epicardial coronary stenoses: in-vitro experimental and computational study. Biomed. Eng. Online 7 (2008). https://doi.org/10.1186/1475-925X-7-24

  7. Friedman, M.H., Giddens, D.P.: Blood flow in major blood vessels - modeling and experiments. Ann. Biomed. Eng. 33, 1710–1713 (2005). https://doi.org/10.1007/s10439-005-8773-1

    Article  Google Scholar 

  8. Catarino, S.O., Rodrigues, R.O., Pinho, D., Miranda, M., Minas, G., Lima, R.: Blood cells separation and sorting techniques of passive microfluidic devices: from fabrication to applications. Micromachines 10, 593 (2019)

    Article  Google Scholar 

  9. Bento, D., et al.: deformation of red blood cells, air bubbles, and droplets in microfluidic devices: flow visualizations and measurements. Micromachines 9 (2018). https://doi.org/10.3390/mi9040151

  10. Wang, K., Ho, C.C., Zhang, C., Wang, B.: A review on the 3D printing of functional structures for medical phantoms and regenerated tissue and organ applications. Engineering 3, 653–662 (2017). https://doi.org/10.1016/J.ENG.2017.05.013

    Article  Google Scholar 

  11. Aycock, K.I., Hariharan, P., Craven, B.A.: Particle image velocimetry measurements in an anatomical vascular model fabricated using inkjet 3D printing. Exp. Fluids 58, 1–8 (2017). https://doi.org/10.1007/s00348-017-2403-1

    Article  Google Scholar 

  12. Faria, C.L., Pinho, D., Santos, J., Gonçalves, L.M.: Low cost 3D printed biomodels for biofluid mechanics applications. J. Mech. Eng. Biomech. 3, 1–7 (2018)

    Article  Google Scholar 

  13. Jewkes, R., Burton, H.E., Espino, D.M.: Towards additive manufacture of functional, spline-based morphometric models of healthy and diseased coronary arteries: in vitro proof-of-concept using a porcine template. J. Funct. Biomater. 9 (2018). https://doi.org/10.3390/jfb9010015

  14. Geoghegan, P.H., Buchmann, N.A., Spence, C.J.T., Moore, S., Jermy, M.: Fabrication of rigid and flexible refractive-index-matched flow phantoms for flow visualisation and optical flow measurements. Exp. Fluids 52, 1331–1347 (2012). https://doi.org/10.1007/s00348-011-1258-0

    Article  Google Scholar 

  15. Doutel, E., Carneiro, J., Campos, J.B.L.M., Miranda, J.M.: Experimental and numerical methodology to analyze flows in a coronary bifurcation. Eur. J. Mech. B/Fluids 67, 341–356 (2018). https://doi.org/10.1016/j.euromechflu.2017.09.009

    Article  MathSciNet  Google Scholar 

  16. Lai, S.S.M., Yiu, B.Y.S., Poon, A.K.K., Yu, A.C.H.: Design of anthropomorphic flow phantoms based on rapid prototyping of compliant vessel geometries. Ultrasound Med. Biol. 39, 1654–1664 (2013). https://doi.org/10.1016/j.ultrasmedbio.2013.03.015

    Article  Google Scholar 

  17. Stepniak, K., Ursani, A., Paul, N., Naguib, H.: Novel 3D printing technology for CT phantom coronary arteries with high geometrical accuracy for biomedical imaging applications. Bioprinting 18, (2020). https://doi.org/10.1016/j.bprint.2020.e00074

    Article  Google Scholar 

  18. Kalaskar, D.M.: 3D Printing in Medicine. Elsevier (2017)

    Google Scholar 

  19. Zhou, F.-F.: Coronary artery diameter is inversely associated with the severity of coronary lesions in patients undergoing coronary angiography. Cell. Physiol. Biochem. 43, 1247–1257 (2017). https://doi.org/10.1159/000481765

    Article  Google Scholar 

  20. Abràmoff, M.D., Magalhães, P.J., Ram, S.J.: Image processing with image. J. Biophotonics Int. 11, 36–41 (2004). https://doi.org/10.1017/CBO9781107415324.004

    Article  Google Scholar 

  21. Srivani, A., Xavior, M.A.: Investigation of surface texture using image processing techniques. Procedia Eng. 97, 1943–1947 (2014). https://doi.org/10.1016/j.proeng.2014.12.348

    Article  Google Scholar 

  22. Feng, Y., Goree, J., Liu, B.: Errors in particle tracking velocimetry with high-speed cameras. Rev. Sci. Instrum. 82 (2011). https://doi.org/10.1063/1.3589267

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Acknowledgements

The authors acknowledge the financial support provided by Fundação para a Ciência e a Tecnologia (FCT), through the projects UIDB/04077/2020, UIDB/00319/2020, and UIDB/04436/2020, NORTE-01-0145-FEDER-029394 and NORTE-01-0145-FEDER-030171, funded by COMPETE2020, NORTE 2020, PORTUGAL 2020 and FEDER. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No 798014. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 828835.

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Carvalho, V. et al. (2022). Hemodynamic Studies in Coronary Artery Models Manufactured by 3D Printing. In: Machado, J., Soares, F., Trojanowska, J., Ottaviano, E. (eds) Innovations in Mechanical Engineering. icieng 2021. Lecture Notes in Mechanical Engineering. Springer, Cham. https://doi.org/10.1007/978-3-030-79165-0_19

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  • DOI: https://doi.org/10.1007/978-3-030-79165-0_19

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