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Page 8 of 14                                                     Morgan et al. Vessel Plus 2020;4:6  I  http://dx.doi.org/10.20517/2574-1209.2019.32

               IMAGING OF THE TV
               Imaging of the right heart, specifically the TV, is imperative to not only understanding TV anatomy and
               function in each individual to optimize future management, but also to identify the underlying etiology of
               TR. Thus, evaluation of the structural integrity of the TV leaflets in multiple views with cardiac imaging is
               critical, as this is the distinguishing feature between primary and secondary TR. With respect to assessing
               severity of functional TR, special attention should be paid to the tricuspid annulus (TA) size. This can be a
               challenge, as the tricuspid annulus is a dynamic structure with changing shape and size during respiratory
                                                                                 [49]
               and cardiac cycles, due to the contraction of the surrounding myocardium . Echocardiography is the
               primary modality used for evaluating the TV [50,51] . The application of 2D TTE to image the TV has several
               limitations. First, 2D TTE does not provide a complete visualization of the TV; only two TV leaflets can be
               seen at the same time, while 3D TTE or TEE provides a view of all leaflets simultaneously. Second, 2D TTE
                                                                                                       [52]
               underestimates the maximal dimension of the tricuspid annulus compared to 3D TTE or cardiac MRI .
               This is important to emphasize because there is a growing body of evidence demonstrating the importance
                                                                                                 [53]
               of TA diameter as a marker for TV dysfunction, even in the absence of clinically significant TR : normal
               TA diameter in an adult is 28 ± 5 mm; concomitant TV surgical intervention at the time of left-sided valve
               surgery is recommended when the TA diameter is ≥ 40 mm [9,54] . Third, 3D TTE provides a more reliable
               means to identify the TV leaflets and commissures compared to 2D TTE, which is important in evaluating
               the effect of damage secondary to pacemaker leads or other implanted devices in patients with primary,
                                [26]
               catheter-related TR . Lastly, in addition to TA diameter, decreased TV leaflet coaptation and degree of
               leaflet tethering are important prognostic factors predicting outcomes in patients undergoing tricuspid
                    [55]
               repair . Both of these anatomic pathologies are better visualized using 3D (rather than 2D) TTE.

               MODELING TR
               Large animal models
               Foundational in-vivo experiments with sonomicrometry crystals placed in ovine RVs demonstrate that
               acute RV failure increases RV size, RV free wall strain, and size of the TA with corresponding increase
               in grade of TR [56,57] . In these large-animal models, tricuspid repair with annuloplasty led to decreased RV
               size, normalized RV strain, and resolution of TR, supporting tricuspid annuloplasty as a therapy of choice
                                                        [56]
               for TR, with potential to improve RV function . Such animal models provide valuable insights into the
               origins of RV failure and choice of intervention; however, they are invasive, cumbersome, and by nature
               cannot be replicated in humans. Development of non-invasive techniques to reproduce these results is
               consequently an important clinical target.


               Computational models of the RV, LV, and TV
               With the above advances in cardiac imaging, it is possible to accurately define RV structure, including fiber
               angles, shape, and areas of ischemia and fibrosis; RV function, including strain in varying regions; TV
               structure, function, and pathology; and the geometric and functional relationships among the RV, LV, and
               TV. Using these imaging modalities, an important clinical target is development of accurate computational
               models of the LV, RV, and TV. Such models will help predict the mechanical effects of tricuspid repair and
               identify patients at risk of RV dysfunction after such repair. The following efforts are underway in model
               development.


               Shape analysis
               Cardiac shape is intimately related to function and provides visual evidence of the pathological changes
               of cardiac disease. This has been demonstrated most extensively in the LV, where remodeling towards
                                                                                            [58]
               a spherical shape correlates with decreased exercise tolerance and increased mortality . However, as
               discussed above, the shape of the RV is not simple to describe, and more nuanced methods are required.
               One such method is statistical shape analysis, a mathematical tool allowing non-invasive identification of
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