Description:
The mitral valve (MV) controls the flow of blood between the left atrium and left ventricle of the heart. Surgical repair of the MV is a therapeutic option for leaking or regurgitating heart valves. Selecting an appropriate surgical procedure for MV repair is dependent in part on the nature of the MV disease and the MV’s geometric parameters, which are measured by diagnostic imaging (e.g. echocardiography). Due to complex tissue geometries and variances in the MV rings that are implanted during a MV repair, it is not uncommon for multiple surgeries to be performed on a single patient before achieving success.
Researchers in cardiovascular medicine and biomedical engineering from The University of Texas Health Science Center at Houston and The University of Iowa have developed a MV repair simulation that is designed to help physicians prepare for detailed MV surgical procedures. Using each patient’s individual clinical imaging data, this simulation creates a 3D MV model that allows physicians to perform virtual MV repair using a variety of surgical techniques, including virtual suturing, annuloplasty ring implantation and artificial chordae attachment. Once the virtual surgery is complete, physicians can view the biomechanical and physiologic characteristics of pre- and post-MV function, including tissue stress-strain relationships. Multiple surgical simulations can be run prior to surgery to assist the physician in choosing the best option.
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)
Image Description. Virtual representations of a patient’s MV before and after undergoing reparative virtual surgery. The simulation is able to quantitatively predict stress distribution and leaflet coaptation of the MV, shown by heat map. A threshold stress value was imposed on the simulation data above so that stress values larger than 0.4 megapascals (MPa) are displayed in red, notice that tissue stress is reduced post-resection and annuloplasty ring implantation.
Stage of Development:
A functional computational protocol has been developed. The developed protocol has been used to retrospectively create surgical simulations using clinical 3D transesophageal electrocardiographic data.
Intellectual Property Status:
Patent application pending and is available for licensing
Associated Publications:
• "Personalized Computational Modeling of Mitral Valve Prolapse: Virtual Leaflet Resection"; PLoS One. 2015 Jun 23;10(6):e0130906; PMID: 26103002 .
• "Evaluation of mitral valve dynamics"; JACC Cardiovasc Imaging. 2013 Feb; 6(2): 263–268; PMID: 23489540 .
Researchers:
• Ahnryul Choi, Ph.D.
• Hyunggun Kim, Ph.D.
• David D. McPherson, M.D., FACP, FACC, FAHA
• Yonghoon Rim, Ph.D.
• Sarah C. Vigmostad, Ph.D.
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