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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cardiovasc. Med.</journal-id>
<journal-title>Frontiers in Cardiovascular Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cardiovasc. Med.</abbrev-journal-title>
<issn pub-type="epub">2297-055X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcvm.2023.1206138</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cardiovascular Medicine</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Advanced imaging of fetal cardiac function</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>K&#x00FC;hle</surname><given-names>Henriette</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2310219/overview"/></contrib>
<contrib contrib-type="author"><name><surname>Cho</surname><given-names>Steven K. S.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1908305/overview"/></contrib>
<contrib contrib-type="author"><name><surname>Barber</surname><given-names>Nathaniel</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2310298/overview"/></contrib>
<contrib contrib-type="author"><name><surname>Goolaub</surname><given-names>Datta Singh</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2307915/overview"/></contrib>
<contrib contrib-type="author"><name><surname>Darby</surname><given-names>Jack R. T.</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/975412/overview" /></contrib>
<contrib contrib-type="author"><name><surname>Morrison</surname><given-names>Janna L.</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/28534/overview" /></contrib>
<contrib contrib-type="author"><name><surname>Haller</surname><given-names>Christoph</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1200723/overview" /></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Sun</surname><given-names>Liqun</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/1619990/overview"/></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Seed</surname><given-names>Mike</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/1868321/overview" /></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><addr-line>Division of Cardiology, Department of Pediatrics</addr-line>, <institution>The Hospital for Sick Children, University of Toronto</institution>, <addr-line>Toronto</addr-line>, <country>ON, Canada</country></aff>
<aff id="aff2"><label><sup>2</sup></label><addr-line>Department of Cardiac and Thoracic Surgery</addr-line>, <institution>University Hospital Magdeburg, Otto von Guericke University Magdeburg</institution>, <country>Magdeburg, Germany</country></aff>
<aff id="aff3"><label><sup>3</sup></label><addr-line>Division of Cardiac Surgery, Department of Pediatrics</addr-line>, <institution>The Hospital for Sick Children, University of Toronto</institution>, <addr-line>Toronto</addr-line>, <country>ON, Canada</country></aff>
<aff id="aff4"><label><sup>4</sup></label><addr-line>Department of Physiology, Faculty of Medicine</addr-line>, <institution>University of Toronto</institution>, <addr-line>Toronto</addr-line>, <country>ON, Canada</country></aff>
<aff id="aff5"><label><sup>5</sup></label><addr-line>Early Origins of Adult Health Research Group</addr-line>, <institution>University of South Australia</institution>, <addr-line>Adelaide</addr-line>, <country>SA, Australia</country></aff>
<aff id="aff6"><label><sup>6</sup></label><addr-line>Translational Medicine Program</addr-line>, <institution>The Hospital for Sick Children, University of Toronto</institution>, <addr-line>Toronto</addr-line>, <country>ON, Canada</country></aff>
<aff id="aff7"><label><sup>7</sup></label><institution>Research Institute</institution><institution>, The Hospital for Sick Children, University of Toronto</institution>, <addr-line>Toronto</addr-line>, <country>ON, Canada</country></aff>
<aff id="aff8"><label><sup>8</sup></label><addr-line>Department of Diagnostic Imaging</addr-line>, <institution>The Hospital for Sick Children, University of Toronto</institution>, <addr-line>Toronto</addr-line>, <country>ON, Canada</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Inga Voges, University Medical Center Schleswig-Holstein, Germany</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Arno A. W. Roest, Leiden University Medical Center (LUMC), Netherlands Tiina Hannele Ojala, Helsinki University Central Hospital, Finland</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Mike Seed <email>mike.seed@sickkids.ca</email> Liqun Sun <email>liqun.sun@sickkids.ca</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>23</day><month>05</month><year>2023</year></pub-date>
<pub-date pub-type="collection"><year>2023</year></pub-date>
<volume>10</volume><elocation-id>1206138</elocation-id>
<history>
<date date-type="received"><day>14</day><month>04</month><year>2023</year></date>
<date date-type="accepted"><day>09</day><month>05</month><year>2023</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2023 K&#x00FC;hle, Cho, Barber, Goolaub, Darby, Morrison, Haller, Sun and Seed.</copyright-statement>
<copyright-year>2023</copyright-year><copyright-holder>K&#x00FC;hle, Cho, Barber, Goolaub, Darby, Morrison, Haller, Sun and Seed</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Over recent decades, a variety of advanced imaging techniques for assessing cardiovascular physiology and cardiac function in adults and children have been applied in the fetus. In many cases, technical development has been required to allow feasibility in the fetus, while an appreciation of the unique physiology of the fetal circulation is required for proper interpretation of the findings. This review will focus on recent advances in fetal echocardiography and cardiovascular magnetic resonance (CMR), providing examples of their application in research and clinical settings. We will also consider future directions for these technologies, including their ongoing technical development and potential clinical value.</p>
</abstract>
<kwd-group>
<kwd>fetal cardiac function</kwd>
<kwd>echocardiography</kwd>
<kwd>magnetic resonance imaging</kwd>
<kwd>speckle tracking</kwd>
<kwd>strain</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="1"/><equation-count count="0"/><ref-count count="180"/><page-count count="0"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Pediatric Cardiology</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro"><title>Introduction</title>
<p>As we increasingly regard the unborn fetus as a patient and develop improved prenatal diagnosis and treatment of a range of fetal conditions, we require more sophisticated approaches to assessing fetal wellbeing. There is no better example of the evolution of prenatal diagnosis and therapy than our imaging approach to the fetal heart and cardiovascular system. The prenatal diagnosis of congenital heart disease has transformed the perinatal management of these common birth defects, resulting in improved outcomes and offering families an opportunity to make informed choices about a range of management options. The transplacental treatment of fetal arrhythmias represents one of the earliest and most widely used forms of fetal therapy. With the advent of minimally invasive catheter interventions for severe forms of congenital heart disease, we have learned that in selected cases it may be possible to modify the natural history of congenital heart disease, thereby avoiding the need for single ventricle palliation while improving fetal development. The advent of increasingly sophisticated approaches to fetal cardiac imaging has played an essential role in this story, with advances in the assessment of fetal cardiac function occurring in tandem with new treatments (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). For example, abnormalities of myocardial loading and performance manifesting as cardiac enlargement, reduced contractility or hydrops may be observed in the setting of congenital heart lesions such as Ebstein&#x0027;s anomaly or critical aortic stenosis as well as other fetal cardiac conditions such as cardiomyopathies and fetal arrhythmias (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>). The severity of the cardiac compromise in these settings may determine the indication for fetal treatment and serve as a marker of response to therapy. Similarly, the detection of subtle abnormalities of cardiovascular physiology or heart function may provide clues to the presence of extra-cardiac pathologies, including fetal growth restriction (FGR), fetal anemia and twin-to-twin-transfusion syndrome (TTTS).</p>
<p>Echocardiography is a widely available and non-invasive technique that is used to identify structural heart disease and predict prognosis (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>). Through technical advances and growing expertise, fetal echocardiography, which was first described in 1964, is now increasingly integrated into routine obstetric ultrasound (<xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>). Ultrasound provides excellent contrast between the myocardium and blood pool with high spatial and temporal resolution, allowing exquisite visualization of cardiac anatomy and function. Conventional 2-dimensional (2D) echocardiography is used to visualize myocardial deformation and measure fractional shortening, obtained with standard grey-scale imaging or M-mode and converted to ejection fraction using the cube method or Teichholz formula. By contouring the endocardial border in systole and diastole from 2D echo images, more accurate measures of ejection fraction can be obtained using Simpson&#x0027;s method. Ventricular function can also be further quantified <italic>in utero</italic> using M-mode echocardiography. A variety of Doppler techniques further enhance the assessment of cardiac physiology, as well as providing information about vessel tone and resistance in the various fetal vascular beds. Color Doppler allows direct visualization of the flow of blood through the heart and vessels, while pulsed Doppler provides peak and mean velocities across valves, vessels, and cardiac chambers, as well as the characterization of flow patterns throughout the cardiac cycle. Thus, left ventricular stroke volume can be calculated as the product of left ventricular outflow tract area and mean flow velocity. Systemic and pulmonary venous flow patterns and inflow velocity profiles across the atrioventricular valves provide information about diastolic function. Systolic and diastolic function can be further interrogated using Tissue Doppler Imaging (TDI), while three-dimensional (3D) or four-dimensional (4D) echocardiographic techniques yield alternative approaches to measuring chamber volumes, stroke volume and ejection fraction. Speckle tracking provides an approach to regional and global strain and strain rate imaging. However, accurate prenatal diagnosis by fetal echocardiography depends on the skill and experience of the operator, particularly in the setting of complex cardiac anatomy. The correct interpretation of the imaging may be challenging when ultrasound imaging is hampered by poor visualization of the fetal heart resulting from adverse maternal body habitus, fetal positioning or oligohydramnios. With advancing gestation, image quality may also be affected by the progressive calcification of the fetal ribs and spine (<xref ref-type="bibr" rid="B11">11</xref>) and by the increasing distance between the ultrasound probe and the fetal heart (<xref ref-type="bibr" rid="B12">12</xref>). At younger gestations, vigorous fetal motion may compromise fetal cardiac imaging, while difficulties in obtaining certain cardiac views may be further aggravated by the more horizontal orientation of the long heart axis due to a relatively large fetal liver (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). The fetal electrocardiogram (ECG) is not readily available for advanced techniques that require synchronization of image collection to the cardiac cycle, which has led to the implementation of alternative gating methods i.e., via anatomic M-mode, or mitral movement (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>).</p>
<p>The application of fetal Cardiovascular Magnetic Resonance has been slower than other fetal Magnetic Resonance Imaging (MRI) techniques, which may partly reflect the challenges associated with obtaining diagnostic cardiac imaging of appropriate quality in the fetus with MRI. Cardiac MRI provides accurate measurements of right and left ventricular end-diastolic and end-systolic volumes, and therefore stroke volume and ejection fraction, typically through the segmentation of a stack of short axis cine images through the ventricular mass. Thus, fetal CMR typically generates thicker imaging planes than ultrasonographic techniques (<xref ref-type="bibr" rid="B6">6</xref>), and usually requires significant attention to postprocessing, but can result in improved image quality when ultrasound imaging is hampered by maternal obesity, oligohydramnios, or rib calcification, especially in the later stages of pregnancy (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). Fetal CMR is challenged by the lack of an ECG signal for cardiac gating, the high fetal heart rate and, most importantly, by frequent fetal body motion. Thus, a series of technical adaptations have been required to make fetal CMR feasible, including several alternative gating methods including self-gating (<xref ref-type="bibr" rid="B20">20</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>), retrospective metric optimized gating (<xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>), and CTG- or Doppler ultrasound cardiac gating (<xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>) and accelerated acquisition strategies employing under-sampling methods and motion correction. As a result of the innate tradeoff between scan time and signal-to-noise ratio (SNR), fetal CMR has significantly lower spatial and temporal resolution than ultrasound. Cine phase contrast MRI provides information about ventricular function by providing accurate measurements of vessel flow. Myocardial tagging and feature tracking are MRI techniques for measuring strain and strain rate. A sensitive marker of LV function that is available by MRI is LV torsion, whereby apical and basal segments rotate in opposite directions. Other non-invasive techniques for assessing ventricular function such as nuclear medicine and computed tomography typically require ionizing radiation and the injection of contrast agents, making them unsuitable for fetal imaging. Contraindications such as claustrophobia can limit the application of fetal CMR, which may also be poorly tolerated due to the requirement for immobilization. This issue is particularly relevant in the late gestation (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>). However, fetal CMR is gaining in popularity as an adjunct to fetal echocardiography and has been recommended by the American Heart Association in the setting of complex viscero-sital cardiac abnormalities and for its evolving role in assessing fetal cardiovascular physiology (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B41">41</xref>&#x2013;<xref ref-type="bibr" rid="B43">43</xref>). Some traditional strengths of CMR in postnatal heart disease include the delineation of vascular anatomy by angiography, as well as accurate ventricular volumetry for assessing cardiac chamber sizes and function, and quantifying vessel flow and valvar regurgitation and myocardial tissue characterization. While administering gadolinium contrast agents is contraindicated in pregnant patients, a combination of late gadolinium enhancement and cardiac cine imaging has been used to evaluate the biology of myocardial infarctions and ventricular function in preclinical fetal and postnatal sheep studies (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>). A combination of vessel flow and magnetic resonance oximetry has also been applied in sheep to assess the distribution of blood flow and oxygen transport across the fetal circulation, and as an approach to comprehensively quantifying the placental oxygen transfer (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B46">46</xref>&#x2013;<xref ref-type="bibr" rid="B51">51</xref>). Fetal CMR has been used in human pregnancies to study the effect of congenital cardiac malformations on fetal cardiovascular physiology, particularly through the implementation of cine phase contrast for quantifying vessel flow and relaxometry for characterizing vessel oxygen saturation and hematocrit, techniques that have also been applied in the setting of fetal growth restriction and anemia (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B52">52</xref>&#x2013;<xref ref-type="bibr" rid="B64">64</xref>).</p>
<p>For this review, authors specialized in different fields worked together to review literature on advancements in the technology to assess fetal heart function focusing on the most recent findings and referring to their first implementations and development when applicable.</p>
</sec>
<sec id="s2"><title>Approaches to assessing cardiac function</title>
<sec id="s2a"><title>Fetal echocardiography</title>
<p>Several guidelines providing details regarding the correct acquisition and interpretation of fetal echocardiographic functional parameters have been published (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B65">65</xref>&#x2013;<xref ref-type="bibr" rid="B73">73</xref>). Additional resources detail a range of well-established techniques for assessing fetal cardiac function by echo (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B65">65</xref>, <xref ref-type="bibr" rid="B74">74</xref>&#x2013;<xref ref-type="bibr" rid="B77">77</xref>). Summaries of some of the more popular techniques for assessing ventricular function by fetal echo are provided below. Most quantitative fetal echocardiographic techniques for assessing myocardial function have similar limitations in the fetus as they do in the postnatal heart, which includes finite reproducibility resulting from challenges in obtaining correct alignment (<xref ref-type="bibr" rid="B78">78</xref>). In common with most non-invasive methods for assessing myocardial function, standard echocardiographic parameters such as ejection fraction or ventricular fractional area change are representative of the load-dependent pumping function of the ventricle, rather than cardiomyocyte contractility or changing cavity pressure in the fetal heart (<xref ref-type="bibr" rid="B79">79</xref>, <xref ref-type="bibr" rid="B80">80</xref>). Evaluation of strain rate, on the other hand, mainly reflects maturational changes in the myocardium while being relatively independent of loading conditions (<xref ref-type="bibr" rid="B81">81</xref>). Scoring systems like the fetal cardiovascular profile score (CVPS), shown in <xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>, which incorporates cardiac functional indices with other imaging and Doppler findings including extracardiac vessels, as well as more specific measures of cardiac cycle intervals such as the myocardial performance index and Tei index have been established in the fetus (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B82">82</xref>&#x2013;<xref ref-type="bibr" rid="B89">89</xref>). <xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref> shows an example of the&#x00A0;application of 2D echocardiography and Doppler to calculate the CVPS in a fetus with Ebstein&#x0027;s anomaly with severe displacement of the tricuspid valve with good LV function.</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Cardiovascular profile score (CVPS) to assess fetal heart function, adapted from (<xref ref-type="bibr" rid="B89">89</xref>).</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-10-1206138-g001.tif"/>
</fig>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>The assessment of fetal cardiac function and cardiovascular profile in Ebstein anomaly showing severe cardiomegaly (cardiothoracic ratio: 0.69) with severely dilated right atrium and right ventricle and compressed lungs and mild to moderately reduced RV function, fetal hydrops with a small pericardial effusion, significant ascites and scalp edema. The Dopplers reveal intermittent a-wave reversal in the ductus venosus and umbilical vein notching suggestive of elevated cardiac filling pressures and intermittently absent diastolic flow in the umbilical artery consistent with a systemic steal. (<bold>A</bold>) Four chamber view suggesting severe cardiomegaly (cardiothoracic ratio: 0.69) and dilated right heart. (<bold>B</bold>) Color Doppler showing tricuspid regurgitation. (<bold>C</bold>) Doppler of tricuspid valve showing biphasic flow with high velocity. (<bold>D</bold>) Intermittently absent diastolic flow in the umbilical artery. (<bold>E</bold>)&#x00A0;Umbilical vein notching. (<bold>F</bold>) The intermittent a-wave reversal in the DV.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-10-1206138-g002.tif"/>
</fig>
<sec id="s2a1"><title>2D echocardiography and M-mode</title>
<p>Two-dimensional echocardiographic still-frames and cines include the standard views (abdominal situs view, four-chamber view, left ventricular outflow tract view, right ventricular outflow tract, and three-vessel view). Qualitative impairments of systolic function are typically graded as mild, moderate or severe, and frequently combined with measures of cardiothoracic ratio and other imaging findings such as vessel Dopplers, the presence or absence of hydrops and non-specific signs of fetal wellbeing such as amniotic fluid volume, and fetal growth and activity to provide an overall assessment of fetal cardiac function (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B90">90</xref>). This approach, being fast and easy to execute, is frequently used as the single diagnostic method (<xref ref-type="bibr" rid="B71">71</xref>) despite its potential limitations. When video sequences of four-chamber view or short axis are saved, those loops can be post-processed, for example using the newer speckle tracking approach discussed below. M-mode, which captures dynamic variation in structures imaged along a single line of a 2D image, provides an approach to quantitatively analyzing systolic function, assuming the correct alignment is achieved and when standard and homogenous ventricular volumetry is present (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B74">74</xref>, <xref ref-type="bibr" rid="B91">91</xref>, <xref ref-type="bibr" rid="B92">92</xref>). Stroke volume can be estimated by applying Simpson&#x0027;s rule, which implies an ellipsoid ventricular shape (<xref ref-type="bibr" rid="B6">6</xref>), while longitudinal ventricular function can be assessed based on atrioventricular plane displacement (<xref ref-type="bibr" rid="B77">77</xref>). <xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref> gives an example of basic assessment of the heart by 2D echocardiography and M-Mode in a patient with a family history of hypertrophic cardiomyopathy and aortic atresia illustrating the information obtained by these techniques.</p>
<fig id="F3" position="float"><label>Figure 3</label>
<caption><p>2D and M-mode assessment of left ventricular function in (<bold>A</bold>) a fetus with a family history of hypertrophic cardiomyopathy at 30&#x2009;&#x002B;&#x2009;1 weeks and (<bold>B</bold>) a fetus with severe aortic stenosis and left ventricular endocardial fibroelastosis at 26&#x2009;&#x002B;&#x2009;1 week.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-10-1206138-g003.tif"/>
</fig>
</sec>
<sec id="s2a2"><title>Doppler and tissue Doppler</title>
<p>Doppler techniques are routinely used in fetal medicine to measure circulatory parameters of placental function and cardiovascular physiology (<xref ref-type="bibr" rid="B93">93</xref>, <xref ref-type="bibr" rid="B94">94</xref>). Veins continuous with the right ventricle (ductus venosus, inferior vena cava, hepatic veins) exhibit typical waveforms (<xref ref-type="bibr" rid="B6">6</xref>) that vary with normal maturational changes in hemodynamics occurring through gestation. By contrast, the umbilical vein flow is constant from the end of the first trimester onward (<xref ref-type="bibr" rid="B18">18</xref>). Altered velocity profile patterns in these veins can depict changes in fetal condition or myocardial dysfunction and serve as predictive parameters for fetal outcomes (<xref ref-type="bibr" rid="B95">95</xref>). Doppler is dependent on the angle of insonation and relies on the direction of blood flow being parallel to the beam for reliable measurement of velocity (<xref ref-type="bibr" rid="B6">6</xref>). Acquiring Doppler spectra with correct alignment can be challenging in the fetus, although mathematical angle corrections are possible (<xref ref-type="bibr" rid="B96">96</xref>). In fetal hypoxia, deep or reversed a-waves in the ductus venosus and pulsatile flow in the umbilical vein reflect cardiac dysfunction (<xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B97">97</xref>&#x2013;<xref ref-type="bibr" rid="B99">99</xref>) and correlate with poor fetal outcomes (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B85">85</xref>, <xref ref-type="bibr" rid="B100">100</xref>). Similarly, middle cerebral artery pulsatility is reduced due to cerebral vasodilation or &#x201C;brain-sparing physiology&#x201D; in the setting of fetal hypoxemia secondary to placental insufficiency or other causes (<xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B93">93</xref>, <xref ref-type="bibr" rid="B101">101</xref>&#x2013;<xref ref-type="bibr" rid="B103">103</xref>). Pulsed Doppler is also used to assess flow patterns within the cardiac chambers and across valves (<xref ref-type="bibr" rid="B104">104</xref>). Atrioventricular valve flow patterns can help to evaluate diastolic function by characterizing the biphasic E and A waves, their ratio, deceleration time, isovolumetric relaxation time and change with gestation (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B14">14</xref>), with normal E/A ratios usually &#x003C;1 in the developing fetus (<xref ref-type="bibr" rid="B18">18</xref>). In congenital heart disease (CHD), abnormal and non-biphasic patterns can reflect pathologies like aortic stenosis, while reduced ratios may be seen in FGR and hydrops, although a high fetal heart rate can lead to the fusion of E and A waves (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B81">81</xref>). Tricuspid inflow, hepatic vein flow, lateral tricuspid annulus TDI, and collapsibility of the inferior vena cava help to define diastolic function (<xref ref-type="bibr" rid="B71">71</xref>), while the ejection force in the outflow tracts reflects systolic performance (<xref ref-type="bibr" rid="B6">6</xref>). Stroke volume and combined ventricular output (CVO) can be calculated based on the diameters of the ventricular outflow tracts, the velocity time integral across the valve and heart rate. The outputs of the ventricles can be indexed to fetal weight using an estimate based on measurements of head size, abdominal circumference, and femur length (<xref ref-type="bibr" rid="B3">3</xref>). Color Doppler gives a visual overview of blood flow directions and mean velocities, which can be particularly helpful for the evaluation of cardiac symmetry and the direction and continuity of fetal shunts and valves. Color Doppler is therefore useful in the detection of congenital cardiac defects and is essential for visualizing valve regurgitation, which is an important cause of heart failure in the fetus (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B75">75</xref>, <xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B105">105</xref>, <xref ref-type="bibr" rid="B106">106</xref>). Color Doppler is also used to guide the placement of the sample volume for spectral Doppler measurements (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B107">107</xref>). Tissue Doppler Imaging is used to quantitatively analyse segmental wall motion and individual point changes in myocardial velocity (<xref ref-type="bibr" rid="B18">18</xref>). This allows the evaluation of motion- and time-related events that provide information about systolic and diastolic cardiac function (<xref ref-type="bibr" rid="B1">1</xref>). Valve motion of the mitral or tricuspid valve annulus relative to the relatively stable apex assesses longitudinal contractility (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B71">71</xref>) typically presenting as S&#x0027;, E&#x0027; and A&#x0027; waves by pulsed wave (PW) TDI, representing systolic, early diastolic and late diastolic annular peak velocities (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B71">71</xref>). However, the combination of the relatively small amount of fetal myocardial tissue and large voxel volume may result in low reproducibility, and the use of fetal TDI has mainly been limited to research settings (<xref ref-type="bibr" rid="B1">1</xref>). Related techniques like Color TDI and PW Doppler exhibit inconsistent results with respect to velocities in the adult heart (10&#x0025;&#x2013;20&#x0025; higher by TDI) (<xref ref-type="bibr" rid="B78">78</xref>). Nevertheless, TDI relies less on image quality or border detection and has higher frame rates than 2D echocardiography or MRI (<xref ref-type="bibr" rid="B96">96</xref>).</p>
</sec>
<sec id="s2a3"><title>3D/4D echocardiography</title>
<p>The extension of two-dimensional imaging into real-time or reconstructed volume data sets as 3D or gated 4D sequences can be used to reproduce an unlimited number of adjustable standard 2D views. This approach to fetal cardiac imaging achieves reasonable temporal resolution combined with a relatively low acquisition time to provide a more detailed assessment of geometric and morphological changes, including stroke volume, ejection fraction and cardiac output for both ventricles (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B108">108</xref>, <xref ref-type="bibr" rid="B109">109</xref>). While cheaper and more widely available than MRI (<xref ref-type="bibr" rid="B71">71</xref>), ultrasound 3D and 4D cardiac imaging requires dedicated transducers and expertise (<xref ref-type="bibr" rid="B1">1</xref>), may underestimate volumes (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B71">71</xref>) and lacks temporal and spatial resolution compared with 2D imaging, especially with ungated techniques (<xref ref-type="bibr" rid="B1">1</xref>). Spatiotemporal image correlation (STIC) allows a volume reconstruction of a cardiac cycle by extracting temporal information from 2D images combined with other standard echocardiographic techniques and leads to a more coherent 4D reconstruction. However, this approach to cardiac cycle reconstruction requires a relatively long acquisition time that may result in motion degraded datasets (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). Newer iSTIC (intelligent STIC) acquisition algorithms can generate higher resolution images faster to reduce artifacts (<xref ref-type="bibr" rid="B109">109</xref>). Indeed, several studies have concluded that these methods are a useful addition to standard 2D images (<xref ref-type="bibr" rid="B110">110</xref>).</p>
</sec>
<sec id="s2a4"><title>Speckle tracking echocardiography</title>
<p>Strain is defined as the grade of tissue deformation that corresponds to the change in length or thickness in response to an applied force, while strain rate is the velocity of this deformation (<xref ref-type="bibr" rid="B111">111</xref>). Speckles generated by ultrasound backscatter and interference form natural patterns within the myocardium, a kernel is their corresponding functional unit. The units, distance, and velocity among each other reflect strain and strain rate. Negative strain reflects the shortening that typically occurs in systole, while positive values depict diastolic lengthening (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B12">12</xref>). The results are usually presented as velocity vectors within the image and as curves for strain and strain rate across the cardiac cycle. Additionally, peak values and the time and acceleration needed to reach those can be calculated. Speckle tracking and velocity vector imaging (VVI) provide an approach to semi-automatically perform post-processing of 2D four-chamber or short axis images acquired in standard examinations. This approach tracks the endocardial border of the ventricles, making automatic adjustments of the contours and providing calculations of strain, strain rate and velocity (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B96">96</xref>). Concerningly, no imaging standard for this approach has yet been established (<xref ref-type="bibr" rid="B113">113</xref>, <xref ref-type="bibr" rid="B114">114</xref>), which reflects both the differences in the software packages available and the challenge of achieving standardized imaging planes in the fetus (<xref ref-type="bibr" rid="B113">113</xref>&#x2013;<xref ref-type="bibr" rid="B115">115</xref>). Examination consistency is the key to reducing variability and confounding effects (<xref ref-type="bibr" rid="B114">114</xref>, <xref ref-type="bibr" rid="B116">116</xref>). While 2D strain and VVI use the same speckle tracking approach, the manually selected region for 2D strain usually includes the whole myocardial wall as opposed to the narrower myocardial layer tracked in VVI through algorithm border detection (<xref ref-type="bibr" rid="B111">111</xref>). The myocardium is usually divided into at least six segments (basal, apical, middle left and right) with possible expansion to 16- or 17-segment models for better localization of potentially restricted segments (<xref ref-type="bibr" rid="B91">91</xref>). Several strain types can be measured including longitudinal shortening, radial thickening, and circumferential shortening (<xref ref-type="bibr" rid="B111">111</xref>). In the small fetal heart, longitudinal, global strain measurements seem to be the most accurate and sensitive to pathology (<xref ref-type="bibr" rid="B14">14</xref>). Multiple segmental measurements do not significantly differ from global ones (<xref ref-type="bibr" rid="B96">96</xref>), and a globally assessed longitudinal measurement reduces the overall error by avoiding inconsistencies with the definition of exact boundaries (<xref ref-type="bibr" rid="B117">117</xref>). Additionally, global measurements are less affected by local noise (<xref ref-type="bibr" rid="B118">118</xref>), and segmental dysfunctions are less likely in the fetus compared to the adult population (<xref ref-type="bibr" rid="B111">111</xref>). By contrast with movement, strain and especially Lagrangian strain [strain relative to initial length, i.e., a single reference length field (<xref ref-type="bibr" rid="B12">12</xref>)] and its velocity (strain rate) are not dependent on adjacent regions, making them more accurate than simple velocity measurements (<xref ref-type="bibr" rid="B71">71</xref>, <xref ref-type="bibr" rid="B77">77</xref>, <xref ref-type="bibr" rid="B96">96</xref>, <xref ref-type="bibr" rid="B119">119</xref>, <xref ref-type="bibr" rid="B120">120</xref>). Strain measurements, influenced by extrinsic loading and intrinsic contractile force (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B71">71</xref>), consider the contractility of the cardiomyocytes and changes with cardiac cavity pressure (<xref ref-type="bibr" rid="B79">79</xref>). Longitudinal strain and strain rate seem to reflect the fetal right ventricular dominance with strain and strain rate values between 1 and 1.5 times higher in the right compared to the left ventricle (<xref ref-type="bibr" rid="B121">121</xref>). Myocardial fiber orientation in the fetus with a continuous 3D meshwork in the LV contributing to systolic deformation and ventricular ejection (<xref ref-type="bibr" rid="B122">122</xref>) compared to the longitudinally aligned myocardium in the RV (<xref ref-type="bibr" rid="B71">71</xref>) limits the accuracy of reflecting longitudinal or circumferential movements in each ventricle (<xref ref-type="bibr" rid="B123">123</xref>). The prominent trabeculation of the RV can make border definition challenging for structures like the right atrial appendage, crista terminalis, fossa ovalis (<xref ref-type="bibr" rid="B112">112</xref>) or discontinued regions such as the opening of pulmonary veins into the LA and tissue elasticity can affect accuracy (<xref ref-type="bibr" rid="B14">14</xref>). A high contrast between the endocardium with chamber cavity and precise tracking of the walls are necessary to not underestimate strain and strain rate values (<xref ref-type="bibr" rid="B124">124</xref>).</p>
<p>Since ECG gating is not readily available from the fetus, alternative gating techniques such as using the R-wave or M-mode to define the end-diastolic to end-systolic cycle help to keep the stored images at high reliability and frame rate (<xref ref-type="bibr" rid="B78">78</xref>). Beat-to-beat analysis is possible even in arrhythmia (<xref ref-type="bibr" rid="B12">12</xref>), and offline postprocessing is more robust and reproducible (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B125">125</xref>). The large number of software packages, albeit with some variability in measurements (<xref ref-type="bibr" rid="B113">113</xref>, <xref ref-type="bibr" rid="B126">126</xref>&#x2013;<xref ref-type="bibr" rid="B128">128</xref>), and the availability of ultrasound machines may increase the usage of strain imaging while simultaneously decreasing comparability (<xref ref-type="bibr" rid="B122">122</xref>), especially since only the measurement of global longitudinal strain is available in all softwares (<xref ref-type="bibr" rid="B91">91</xref>, <xref ref-type="bibr" rid="B129">129</xref>). Nonetheless, several studies have reported better inter- and intra-observer variability than standard techniques (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B125">125</xref>, <xref ref-type="bibr" rid="B130">130</xref>). Training in the acquisition and analyses of high-resolution echocardiographic images (<xref ref-type="bibr" rid="B125">125</xref>) is necessary to establish this method successfully (<xref ref-type="bibr" rid="B76">76</xref>). With more experience, 2D speckle tracking imaging may be feasible and reproducible in the fetal heart (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B113">113</xref>, <xref ref-type="bibr" rid="B118">118</xref>). For example, strain imaging has been shown to detect functional abnormalities in human fetuses with cardiac disease (<xref ref-type="bibr" rid="B111">111</xref>) and hypoxemic sheep (<xref ref-type="bibr" rid="B93">93</xref>). <xref ref-type="fig" rid="F4">Figure&#x00A0;4</xref> shows cardiac strain imaging in a preclinical pig model of the artificial placenta (<xref ref-type="bibr" rid="B131">131</xref>, <xref ref-type="bibr" rid="B132">132</xref>). In <xref ref-type="fig" rid="F5">Figure&#x00A0;5</xref> we applied strain analysis in the two human fetuses with CHD shown in <xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref> and revealed changes in strain associated with reductions in combined ventricular output.</p>
<fig id="F4" position="float"><label>Figure 4</label>
<caption><p>2D strain in LV and M-mode analysis from 4CV in an artificial placenta piglet model by echocardiography obtained using a voluson S6 (GE healthcare ultrasound, WI, USA) and post-processing software by TOMTEC (TOMTEC imaging systems GmbH, Germany). A gated M-Mode loop of two cardiac cycles was generated using a four-chamber cine loop, allowing for automatic LV strain analysis. Compared to the original M-mode measurements, the post-processing technique seems feasible and generated similar values for ejection fraction, with good repeatability between serial measurements. (<bold>A</bold>) Strain Analysis. (<bold>B</bold>) M-mode. (<bold>C</bold>) Segmental endocardial strain. (<bold>D</bold>) Segmental endocardial strain rate. Superimposed anatomical M-Mode behind graphs, endocardial border detection.</p></caption>
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</fig>
<fig id="F5" position="float"><label>Figure 5</label>
<caption><p>2D strain on LV analysis from 4 chamber view in (<bold>A</bold>) a patient with a family history of hypertrophic cardiomyopathy resulting in increased CVO and overall elevated strain measurements and (<bold>B</bold>) a patient with aortic stenosis resulting in reduced CVO and deviating strain measurements between the ventricular septum due to indirect movement of the hypoplastic and dysfunctional LV by the adjacent RV.</p></caption>
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</fig>
<p>Following the first description of strain imaging for cardiac assessment by Uematsu et al. in 1995 (<xref ref-type="bibr" rid="B133">133</xref>) and Heimdal et al. in 1998 (<xref ref-type="bibr" rid="B134">134</xref>), Harada et al. were the first to report the feasibility of measuring strain in fetal hearts in 1999 (<xref ref-type="bibr" rid="B135">135</xref>). In postnatal subjects, Nesser et al. (<xref ref-type="bibr" rid="B136">136</xref>) attempted to use 3D echocardiographic imaging to generate better correlations with MRI measurements than 2D strain, which seemed to underestimate LV volumes, while Enzensberger et al. (<xref ref-type="bibr" rid="B137">137</xref>) showed the feasibility of 3D strain imaging. However, the small size of the fetal heart compared with adults may alter the pixel-to-myocardial value ratio, making it harder for a speckle to be tracked accurately while over-smoothing resulting from lower spatial resolution is possible (<xref ref-type="bibr" rid="B122">122</xref>). Furthermore, exclusion of the cardiac apex can lead to chamber foreshortening (<xref ref-type="bibr" rid="B117">117</xref>), resulting in an overestimation of movement between the false apex and the heart&#x0027;s base (<xref ref-type="bibr" rid="B92">92</xref>, <xref ref-type="bibr" rid="B111">111</xref>). Some softwares may be unsuitable for assessing a small fetal heart, whereby the smallest available segment might already be thicker than the whole myocardial wall (<xref ref-type="bibr" rid="B7">7</xref>). There is currently no consensus about the optimal frame rate for strain imaging, which may be particularly relevant in the setting of high fetal heart rates. While the highest possible frame rates are recommended (i.e., above 60&#x2013;100 fps) (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B111">111</xref>, <xref ref-type="bibr" rid="B123">123</xref>, <xref ref-type="bibr" rid="B125">125</xref>, <xref ref-type="bibr" rid="B126">126</xref>), accurate results have been reported with frame rates as low as 30 fps (<xref ref-type="bibr" rid="B113">113</xref>). Stable frame rates throughout examinations can improve comparability (<xref ref-type="bibr" rid="B114">114</xref>). Several studies have tracked the influence of gestational age on strain measurements with highly varying results from no correlation (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B80">80</xref>, <xref ref-type="bibr" rid="B138">138</xref>, <xref ref-type="bibr" rid="B139">139</xref>) to decreasing values with maturation (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B111">111</xref>, <xref ref-type="bibr" rid="B117">117</xref>, <xref ref-type="bibr" rid="B127">127</xref>, <xref ref-type="bibr" rid="B130">130</xref>). This variation in findings raises the possibility that the results of fetal strain imaging are likely to be dependent on equipment and software, as well as the study population and approach, emphasizing the importance of establishing standardized techniques. In addition to healthy pregnancies, strain has been measured in fetuses that are small for gestational age, and with FGR and ventricular septal defect (<xref ref-type="bibr" rid="B81">81</xref>, <xref ref-type="bibr" rid="B140">140</xref>). Fetal echocardiographic strain imaging has also been reported as an approach to assessing disease progression and determining the optimal timing of intervention in fetuses with maternal diabetes and pregnancies complicated by TTTS and fetal growth restriction (<xref ref-type="bibr" rid="B111">111</xref>).</p>
</sec>
</sec>
<sec id="s2b"><title>Fetal cardiovascular magnetic resonance imaging</title>
<p>Fetal MRI was initially developed for non-cardiovascular applications, which partly reflects the technical challenges associated with applying cardiovascular MRI in the fetus (<xref ref-type="bibr" rid="B150">150</xref>). However, in animal models these challenges can be overcome with anesthesia (<xref ref-type="bibr" rid="B151">151</xref>) which limits fetal body motion, and catheterization of fetal vessels, which allows for the detection of a blood pressure waveform that can be used for cardiac triggering (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B152">152</xref>). Thus, the cardiovascular magnetic resonance techniques that are routinely used for the non-invasive assessment of ventricular function in postnatal patients have been applied in fetal sheep to quantify myocardial mass and right and left ventricular volumes and ejection fractions. Fetal CMR with late gadolinium enhancement has also been used to detect cardiac damage in an experimental model of infarction (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B153">153</xref>) and to measure vessel flow and oxygen content (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B154">154</xref>) in an attempt to emulate the invasive hemodynamic measurements made in fetal sheep that have defined our modern understanding of normal fetal circulatory physiology. Similarly, through the development of alternatives to conventional ECG gating, accelerated imaging and motion correction algorithms, this combination of vessel flow and oximetry measurements has been applied in human fetuses to explore the normal circulation (<xref ref-type="bibr" rid="B154">154</xref>) as well as the impact of congenital heart malformations and vasoactive agents (<xref ref-type="bibr" rid="B48">48</xref>) on fetal circulatory physiology (<xref ref-type="bibr" rid="B37">37</xref>,&#x00A0;<xref ref-type="bibr" rid="B43">43</xref>). The potential role of fetal CMR as an adjunct to ultrasound has also been investigated in the setting of severe fetal hemodynamic compromise, for example in patients undergoing fetal cardiac interventions (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B56">56</xref>). Fetal MRI provides information about other organ systems that may be affected by heart disease, including the lungs and brain, which can be incorporated into management planning (<xref ref-type="bibr" rid="B155">155</xref>). However, significant limitations of fetal CMR, including its inferior spatial and temporal resolution compared with ultrasound, its cost, and the requirement for considerable post-processing technology and time have limited the clinical implementation of fetal CMR (<xref ref-type="bibr" rid="B156">156</xref>). In addition, the FDA recommends limiting the use of MRI in the first trimester due to safety concerns about the impact of strong magnetic fields on embryogenesis. Accordingly, clinical trials and clinical applications of fetal CMR have typically been limited to second and third-trimester examinations (<xref ref-type="bibr" rid="B40">40</xref>).</p>
<sec id="s2b1"><title>Cine phase contrast MRI for the assessment of fetal blood flow</title>
<p>Two-dimensional cine phase-contrast (PC) MRI is the non-invasive gold standard for vessel flow assessment in children and adults (<xref ref-type="bibr" rid="B31">31</xref>). However, the requirements for adequate spatial and temporal resolution limit the application of phase contrast for fetal vessel flow quantification to the larger vessels in the third trimester. The development of metric optimized gating led to the initial descriptions of fetal vessel flow quantification by CMR, and preliminary reference ranges for the distribution of the late gestation normal human fetal circulation (<xref ref-type="bibr" rid="B57">57</xref>). Vessel flows were also acquired using this approach in fetuses with CHD and FGR (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B58">58</xref>). In 2018, Goolaub et al. reported improved image quality using golden angle radial PC CMR with motion correction (<xref ref-type="bibr" rid="B35">35</xref>). &#x201C;Four-dimensional (4D) flow&#x201D; refers to the acquisition of volumetric datasets that incorporate multidirectional velocity encoding. This data can be reconstructed in any plane to measure vessel flow in an analogous approach to conventional 2D cine phase contrast imaging. 4D flow datasets can also be used to generate more complex reconstructions such as particle tracking that provide unique information about flow patterns within the heart and vessels. This approach has been applied in adult patients to assess aortic aneurysms and valvular conditions, as well as the complex hemodynamics of single ventricle physiology (<xref ref-type="bibr" rid="B157">157</xref>). Schrauben et al. (<xref ref-type="bibr" rid="B158">158</xref>) applied 4D flow in fetal sheep to visualize the streaming of the umbilical venous return across the foramen ovale via the ductus venosus, providing novel information regarding the spiraling course of flow through the ductus venosus and confirming the mechanism that results in a gradient in oxygen saturations between the right and left heart. Darby et al. (<xref ref-type="bibr" rid="B51">51</xref>) then used 4D flow in combination with T2 oximetry to show that pharmacologically induced dilation of the ductus venosus results in an increased shunting of umbilical venous return through the ductus venosus without resulting in increased cerebral oxygen delivery. This method was also applied to visualize hepatic blood flow (<xref ref-type="bibr" rid="B152">152</xref>) and changes in flow through the ductus arteriosus at birth (<xref ref-type="bibr" rid="B49">49</xref>). Owing to motion corruption during human fetal MRI, direct 3D imaging is often challenging. To address this issue, slice-to-volume reconstruction (SVR) combines multiple stacks of slices with co-registration allowing for volumetric fetal imaging. Multi-slice multiplanar accelerated PC MRI via golden-angle radial acquisition allows retrospective real-time image reconstruction with a high temporal and spatial resolution enabling motion correction and fetal heart rate estimation (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B159">159</xref>, <xref ref-type="bibr" rid="B160">160</xref>). Flow-sensitive cine imaging can be reconstructed and combined into a 4D flow volume with SVR, allowing comparable visualization of human fetal streaming patterns (<xref ref-type="bibr" rid="B33">33</xref>), as shown in <xref ref-type="fig" rid="F6">Figure&#x00A0;6</xref>.</p>
<fig id="F6" position="float"><label>Figure 6</label>
<caption><p>Tracing blood from inferior vena cava (IVC) and ductus venosus (DV) in a human fetal heart (<bold>A&#x2013;C)</bold>. Coronal view showing blood from the IVC (blue) and DV (red) at different cardiac phases over two heartbeats. Streams from IVC and DV with limited mixing enter the right atrium (<bold>A</bold>), with blood from the DV (oxygenated) being mainly directed into the left ventricle (<bold>B</bold>) to supply the coronaries and upper fetal body (<bold>C</bold>). (<bold>D</bold>) Corresponding flow map. Adapted from (<xref ref-type="bibr" rid="B33">33</xref>).</p></caption>
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</fig>
</sec>
<sec id="s2b2"><title>Ventricular volumetry</title>
<p>A key component of the assessment of ventricular function by CMR is ventricular volumetry, whereby the endocardial and epicardial borders of the ventricles are contoured throughout a stack of cine MR images to measure right and left ventricular myocardial mass, end-systolic, end-diastolic and therefore stroke volumes as well as ejection fractions and CVO (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B161">161</xref>). In late gestation anesthetized fetal sheep, ventricular volumetry can be obtained using a standard balanced steady state free precession (bSSFP) sequence with contiguous short axis cine images acquired using the blood pressure waveform obtained from an arterial catheter for cardiac triggering. This approach has confirmed the larger end-diastolic volume and stroke volume of the right ventricle than the left in the fetal circulation. Of note, right and left ventricular ejection fractions are not significantly different in the prenatal heart, presumably due to differences in loading conditions. The application of ventricular volumetry in human fetuses has been described in case reports as shown in <xref ref-type="fig" rid="F7">Figure&#x00A0;7</xref>. However, this approach has not yet been reported in any systematic way due to the challenges to accurate ventricular volumetry posed by fetal motion (<xref ref-type="bibr" rid="B40">40</xref>).</p>
<fig id="F7" position="float"><label>Figure 7</label>
<caption><p>The application of ventricular volumetry in late gestation fetal sheep (<bold>A,B</bold>) and human fetus (<bold>C</bold>). (<bold>A,B</bold>) In fetal sheep, manual endocardial contours were applied on the stack of short-axis cine acquisitions in systole and diastole (<bold>A</bold>) to generate a 3D reconstruction of the right and left ventricles (<bold>B</bold>). (<bold>C</bold>) Morphological and quantitative models (green, mass 40&#x2005;mm<sup>3</sup>) of a human fetal heart with a cardiac rhabdomyoma (red), and the compressed left ventricle (yellow). Adapted from (<xref ref-type="bibr" rid="B31">31</xref>) (<bold>A,B</bold>) and (<xref ref-type="bibr" rid="B40">40</xref>) (<bold>C</bold>).</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-10-1206138-g007.tif"/>
</fig>
</sec>
<sec id="s2b3"><title>Myocardial strain</title>
<p>CMR also offers ways of measuring myocardial strain and can be broadly categorized into myocardial tagging and feature tracking. Myocardial tagging works by creating locally induced perturbations of the magnetization of the myocardial tissue prior to image acquisitions and these intrinsic markers, known as tags, move with the underlying tissue allowing quantification of myocardial deformation (<xref ref-type="bibr" rid="B162">162</xref>, <xref ref-type="bibr" rid="B163">163</xref>). Tagging is widely accepted as the reference standard in the CMR community and has been validated extensively (<xref ref-type="bibr" rid="B164">164</xref>&#x2013;<xref ref-type="bibr" rid="B172">172</xref>). However, it requires a dedicated sequence and time-consuming prost-processing. Moreover, the tags are typically deposited at detection of the QRS complex and introduces approximately a 30&#x2005;ms delay, which may be particularly limiting in fetal population that has a rapid heart rate, underestimating myocardial strain (<xref ref-type="bibr" rid="B163">163</xref>). On the other hand, feature tracking does not necessitate a dedicated sequence and can be readily applied on typically acquired SSFP cine acquisitions (<xref ref-type="bibr" rid="B173">173</xref>, <xref ref-type="bibr" rid="B174">174</xref>). Since its introduction in 2009, feature tracking has gained wide acceptance and has been extensively validated against myocardial tagging (<xref ref-type="bibr" rid="B175">175</xref>&#x2013;<xref ref-type="bibr" rid="B179">179</xref>). However, given the current lack of standardization of methods and softwares for data analysis, its clinical translation is sparse and is mostly limited to research-oriented environment. CMR myocardial strain may prove useful in assessing regional myocardial dysfunction, and feature tracking has been explored as an approach to detecting wall motion abnormalities in a fetal sheep model of myocardial infarction. In our model, twin sheep fetuses were included in the study, whereby a branch of the left anterior descending coronary artery was ligated to induce a myocardial infarction with the other fetus serving as a sham control (<xref ref-type="bibr" rid="B44">44</xref>), as seen in <xref ref-type="fig" rid="F8">Figure&#x00A0;8</xref>.</p>
<fig id="F8" position="float"><label>Figure 8</label>
<caption><p>Gadolinium imaging (left) and SSFP short-axis cine feature tracking analysis (right) in a fetal sheep model of myocardial infarction on the day of surgery and 6 days post-surgery in both injured and sham twins suggesting good correlation between regional myocardial dysfunction in the apical left ventricular lateral wall and evidence of myocardial infarction in the respective segments in early and late gadolinium enhancement imaging. Anterolateral ischemia was noted at day of surgery from apex to near-mid ventricle (top row; early gadolinium enhancement; white arrow) and there was regional myocardial dysfunction in apical segments as measured by decreased circumferential strain by feature tracking (top row; right). 6 days after the myocardial infarction surgery, injury was noted in similar regions (bottom row; late gadolinium enhancement; white arrow) and there was regional myocardial dysfunction in the same regions, overall showing good correlation between injury and regional dysfunction measured by regional circumferential strain by feature tracking. In both scans, the internal sham control (fetus B) remained asymptomatic and did not demonstrate any regional wall motion abnormalities.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-10-1206138-g008.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec id="s3"><title>Limitation</title>
<p>The accurate assessment of fetal heart function can be challenged by technical factors arising from the small size of the fetal heart, frequent fetal body motion and high fetal heart rate. The reliability of post-processing techniques for assessing cardiac function depends on image quality and structural detail, which has limited the routine application of techniques like speckle tracking for the clinical assessment of fetal cardiac function. Similar factors have limited the widespread adoption of fetal CMR. Compared with ultrasound, MRI is more expensive and less portable, and a clinical role for fetal CMR has not yet been established. MRI is typically more time consuming to acquire and process than ultrasound, which is exacerbated in the setting of fetal imaging due to artifacts resulting from fetal motion (<xref ref-type="bibr" rid="B18">18</xref>). A major limitation of fetal CMR arises from the intrinsic tradeoff between obtaining an adequate SNR to resolve small structures and high heart rates, while attempting to overcome artifacts arising from fetal motion by limiting scan time (<xref ref-type="bibr" rid="B34">34</xref>). In addition, organizational factors such as the availability of equipment and personnel to conduct fetal CMR must also be considered.</p>
</sec>
<sec id="s4" sec-type="conclusions"><title>Conclusions</title>
<p>Functional assessment of the fetal heart can be undertaken using a range of techniques. Conventional grey-scale ultrasound imaging is typically used to gain a subjective impression of global cardiac function, while 2D speckle tracking for strain imaging has provided a promising new approach to generating a quantitative assessment of ventricular function in a routine clinical setting. Fetal CMR represents an exciting development with the potential to augment the assessment of fetal cardiac function through techniques like ventricular volumetry and feature tracking. However, challenges to the widespread implementation of these approaches arise from the limitations imposed by fetal imaging, including the small size of the fetal heart, high heart rates and difficulties in obtaining standard views with adequate image quality. Further efforts to improve fetal cardiac imaging will be needed to exploit the full potential of fetal cardiac functional assessment, which is an important objective in the setting of advances in fetal cardiac diagnosis and therapy.</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Reference ranges for LV and RV longitudinal strain and strain rate by echocardiography in healthy fetuses reported in the literature.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Study</th>
<th valign="top" align="center">Parameters</th>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">GA (weeks)</th>
<th valign="top" align="center">Successful strain analysis (&#x0025;)</th>
<th valign="top" align="center">RV average strain (&#x0025;)</th>
<th valign="top" align="center">LV average strain (&#x0025;)</th>
<th valign="top" align="center">RV average strain rate (1/s)</th>
<th valign="top" align="center">LV average strain rate (1/s)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Di Salvo et al. 2005 (<xref ref-type="bibr" rid="B141">141</xref>)</td>
<td valign="top"/>
<td valign="top">120</td>
<td valign="top">17&#x2013;40</td>
<td valign="top">62.5</td>
<td valign="top">19&#x2009;&#x00B1;&#x2009;8</td>
<td valign="top">17&#x2009;&#x00B1;&#x2009;7</td>
<td valign="top">2.1&#x2009;&#x00B1;&#x2009;0.8</td>
<td valign="top">2.1&#x2009;&#x00B1;&#x2009;0.9</td>
</tr>
<tr>
<td valign="top">Di Salvo et al. 2008 (<xref ref-type="bibr" rid="B4">4</xref>)</td>
<td valign="top"/>
<td valign="top">100</td>
<td valign="top">20&#x2013;32</td>
<td valign="top">100</td>
<td valign="top">&#x2212;24&#x2009;&#x00B1;&#x2009;4</td>
<td valign="top">&#x2212;25&#x2009;&#x00B1;&#x2009;4</td>
<td valign="top">NA</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">Ta-Shma et al. 2008 (<xref ref-type="bibr" rid="B118">118</xref>)</td>
<td valign="top"/>
<td valign="top">28</td>
<td valign="top">20&#x2013;38</td>
<td valign="top">94</td>
<td valign="top">21&#x2009;&#x00B1;&#x2009;5</td>
<td valign="top">18.9&#x2009;&#x00B1;&#x2009;5.7</td>
<td valign="top">2.3&#x2009;&#x00B1;&#x2009;0.5</td>
<td valign="top">2.3&#x2009;&#x00B1;&#x2009;0.7</td>
</tr>
<tr>
<td valign="top">Peng et al. 2009 (<xref ref-type="bibr" rid="B80">80</xref>)</td>
<td valign="top"/>
<td valign="top">151</td>
<td valign="top">18&#x2013;40</td>
<td valign="top">87</td>
<td valign="top">NA</td>
<td valign="top">&#x2212;17.78&#x2009;&#x00B1;&#x2009;4.04</td>
<td valign="top">NA</td>
<td valign="top">&#x2212;2.19&#x2009;&#x00B1;&#x2009;0.65</td>
</tr>
<tr>
<td valign="top">Barker et al. 2009 (<xref ref-type="bibr" rid="B96">96</xref>)</td>
<td valign="top"/>
<td valign="top">33</td>
<td valign="top">17&#x2013;38</td>
<td valign="top">100</td>
<td valign="top">&#x2212;18.0&#x2009;&#x00B1;&#x2009;6.4</td>
<td valign="top">&#x2212;17.7&#x2009;&#x00B1;&#x2009;6.4</td>
<td valign="top">&#x2212;1.9&#x2009;&#x00B1;&#x2009;0.8</td>
<td valign="top">&#x2212;2.4&#x2009;&#x00B1;&#x2009;1.2</td>
</tr>
<tr>
<td valign="top">Pu et al. 2010 (<xref ref-type="bibr" rid="B139">139</xref>)</td>
<td valign="top"/>
<td valign="top">170</td>
<td valign="top">20&#x2013;41</td>
<td valign="top">89</td>
<td valign="top">&#x2212;23.26 to &#x2212;24.77</td>
<td valign="top">NA</td>
<td valign="top">&#x2212;2.49 to &#x2212;2.71</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">Van Mieghem et al. 2010 (<xref ref-type="bibr" rid="B121">121</xref>)</td>
<td valign="top"/>
<td valign="top">55</td>
<td valign="top">16.9&#x2013;36</td>
<td valign="top">83</td>
<td valign="top">&#x2212;18.5&#x2009;&#x00B1;&#x2009;6.8</td>
<td valign="top">&#x2212;15.1&#x2009;&#x00B1;&#x2009;5.2</td>
<td valign="top">&#x2212;2.37&#x2009;&#x00B1;&#x2009;0.93</td>
<td valign="top">&#x2212;1.82&#x2009;&#x00B1;&#x2009;0.68</td>
</tr>
<tr>
<td valign="top" rowspan="2">Matsui et al. 2011 (<xref ref-type="bibr" rid="B78">78</xref>)</td>
<td valign="top">High FR (27.4&#x2013;167.2 fps)</td>
<td valign="top" rowspan="2">93</td>
<td valign="top" rowspan="2">14&#x2013;39</td>
<td valign="top">86</td>
<td valign="top">&#x2212;22.3</td>
<td valign="top">&#x2212;21.6</td>
<td valign="top">NA</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">Low FR (25 fps)</td>
<td valign="top">76</td>
<td valign="top">&#x2212;23.2</td>
<td valign="top">&#x2212;19.6</td>
<td valign="top">NA</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">Willruth et al. 2011 (<xref ref-type="bibr" rid="B142">142</xref>)</td>
<td valign="top"/>
<td valign="top">150</td>
<td valign="top">13&#x2013;39</td>
<td valign="top">98</td>
<td valign="top">&#x2212;35.88&#x2009;&#x00B1;&#x2009;11.21</td>
<td valign="top">&#x2212;26.01&#x2009;&#x00B1;&#x2009;6.38</td>
<td valign="top">&#x2212;5.43&#x2009;&#x00B1;&#x2009;2.41</td>
<td valign="top">&#x2212;3.69&#x2009;&#x00B1;&#x2009;2.41</td>
</tr>
<tr>
<td valign="top">Germanakis et al. 2012 (<xref ref-type="bibr" rid="B12">12</xref>)</td>
<td valign="top"/>
<td valign="top">144</td>
<td valign="top">14&#x2013;39</td>
<td valign="top">83&#x2013;85</td>
<td valign="top">&#x2212;22.0&#x2009;&#x00B1;&#x2009;3.7</td>
<td valign="top">&#x2212;21.9&#x2009;&#x00B1;&#x2009;3.7</td>
<td valign="top">NA</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">Ishii et al. 2012 (<xref ref-type="bibr" rid="B138">138</xref>)</td>
<td valign="top"/>
<td valign="top">81</td>
<td valign="top">17&#x2013;42</td>
<td valign="top">77&#x2013;79</td>
<td valign="top">&#x2212;16.0&#x2009;&#x00B1;&#x2009;3.3</td>
<td valign="top">&#x2212;15.2&#x2009;&#x00B1;&#x2009;2.7</td>
<td valign="top">NA</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">Kim et al. 2013 (<xref ref-type="bibr" rid="B143">143</xref>)</td>
<td valign="top"/>
<td valign="top">122</td>
<td valign="top">19&#x2013;36</td>
<td valign="top">78</td>
<td valign="top">&#x2212;22.6&#x2009;&#x00B1;&#x2009;5.0</td>
<td valign="top">&#x2212;21.5&#x2009;&#x00B1;&#x2009;5.5</td>
<td valign="top">&#x2212;2.6&#x2009;&#x00B1;&#x2009;0.7</td>
<td valign="top">&#x2212;2.5&#x2009;&#x00B1;&#x2009;0.7</td>
</tr>
<tr>
<td valign="top" rowspan="2">Kapusta et al. 2013 (<xref ref-type="bibr" rid="B127">127</xref>)</td>
<td valign="top" rowspan="2">Longitudinal</td>
<td valign="top">78</td>
<td valign="top">20&#x2013;24</td>
<td valign="top">96.2</td>
<td valign="top">&#x2212;25.35&#x2009;&#x00B1;&#x2009;4.03</td>
<td valign="top">&#x2212;24.89&#x2009;&#x00B1;&#x2009;4.57</td>
<td valign="top">&#x2212;2.76&#x2009;&#x00B1;&#x2009;0.62</td>
<td valign="top">&#x2212;2.93&#x2009;&#x00B1;&#x2009;0.88</td>
</tr>
<tr>
<td valign="top">49</td>
<td valign="top">30&#x2013;34</td>
<td valign="top">89.8</td>
<td valign="top">&#x2212;23.20&#x2009;&#x00B1;&#x2009;4.12</td>
<td valign="top">&#x2212;24.68&#x2009;&#x00B1;&#x2009;4.81</td>
<td valign="top">&#x2212;2.29&#x2009;&#x00B1;&#x2009;0.46</td>
<td valign="top">&#x2212;2.58&#x2009;&#x00B1;&#x2009;0.71</td>
</tr>
<tr>
<td valign="top" rowspan="5">Maskatia et al. 2016 (<xref ref-type="bibr" rid="B144">144</xref>)</td>
<td valign="top"/>
<td valign="top" rowspan="5">60</td>
<td valign="top">20&#x2013;21</td>
<td valign="top">98.3</td>
<td valign="top">&#x2212;18.82&#x2009;&#x00B1;&#x2009;3.13</td>
<td valign="top">&#x2212;19.61&#x2009;&#x00B1;&#x2009;3.71</td>
<td valign="top">&#x2212;2.04&#x2009;&#x00B1;&#x2009;0.70</td>
<td valign="top">&#x2212;2.15&#x2009;&#x00B1;&#x2009;0.60</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top">24&#x2013;25</td>
<td valign="top">93.3</td>
<td valign="top">&#x2212;18.16&#x2009;&#x00B1;&#x2009;2.95</td>
<td valign="top">&#x2212;20.08&#x2009;&#x00B1;&#x2009;2.66</td>
<td valign="top">&#x2212;1.78&#x2009;&#x00B1;&#x2009;0.41</td>
<td valign="top">&#x2212;2.03&#x2009;&#x00B1;&#x2009;0.43</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top">28&#x2013;29</td>
<td valign="top">88.3</td>
<td valign="top">&#x2212;19.47&#x2009;&#x00B1;&#x2009;2.93</td>
<td valign="top">&#x2212;20.95&#x2009;&#x00B1;&#x2009;2.92</td>
<td valign="top">&#x2212;1.78&#x2009;&#x00B1;&#x2009;0.41</td>
<td valign="top">&#x2212;2.00&#x2009;&#x00B1;&#x2009;0.41</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top">32&#x2013;33</td>
<td valign="top">86.7</td>
<td valign="top">&#x2212;19.30&#x2009;&#x00B1;&#x2009;2.75</td>
<td valign="top">&#x2212;20.40&#x2009;&#x00B1;&#x2009;3.13</td>
<td valign="top">&#x2212;1.68&#x2009;&#x00B1;&#x2009;0.37</td>
<td valign="top">&#x2212;1.88&#x2009;&#x00B1;&#x2009;0,37</td>
</tr>
<tr>
<td valign="top"/>
<td valign="top">36&#x2013;37</td>
<td valign="top">86.7</td>
<td valign="top">&#x2212;19.54&#x2009;&#x00B1;&#x2009;2.56</td>
<td valign="top">&#x2212;21.13&#x2009;&#x00B1;&#x2009;2.90</td>
<td valign="top">&#x2212;1.68&#x2009;&#x00B1;&#x2009;0.33</td>
<td valign="top">&#x2212;1.98&#x2009;&#x00B1;&#x2009;0.40</td>
</tr>
<tr>
<td valign="top" rowspan="2">Chelliah et al. 2016 (<xref ref-type="bibr" rid="B117">117</xref>)</td>
<td valign="top" rowspan="3">Longitudinal</td>
<td valign="top">58</td>
<td valign="top">12&#x2013;14.5</td>
<td valign="top">36</td>
<td valign="top">&#x2212;14.4&#x2009;&#x00B1;&#x2009;5.5</td>
<td valign="top">&#x2212;13.9&#x2009;&#x00B1;&#x2009;5.7</td>
<td valign="top">NA</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">40</td>
<td valign="top">20&#x2013;28</td>
<td valign="top">100</td>
<td valign="top">10</td>
<td valign="top">10</td>
<td valign="top">NA</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">Dahlb&#x00E4;ck et al. 2016 (<xref ref-type="bibr" rid="B145">145</xref>)</td>
<td valign="top">250</td>
<td valign="top">19&#x2013;42</td>
<td valign="top">99.2</td>
<td valign="top">&#x2212;14.6&#x2009;&#x00B1;&#x2009;4.1</td>
<td valign="top">&#x2212;15.1&#x2009;&#x00B1;&#x2009;4.0</td>
<td valign="top">NA</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top" rowspan="2">Enzensberger et al. 2017 (<xref ref-type="bibr" rid="B113">113</xref>)</td>
<td valign="top">High FR (60 fps)</td>
<td valign="top">117</td>
<td valign="top" rowspan="2">17&#x2013;39</td>
<td valign="top" rowspan="2">86.3</td>
<td valign="top">&#x2212;16.47</td>
<td valign="top">&#x2212;17.06</td>
<td valign="top">NA</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">Low FR (30 fps)</td>
<td valign="top"/>
<td valign="top">&#x2212;16.07</td>
<td valign="top">&#x2212;17.54</td>
<td valign="top">NA</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">Enzensberger et al. 2017 (<xref ref-type="bibr" rid="B146">146</xref>)</td>
<td valign="top"/>
<td valign="top">33</td>
<td valign="top">18.3&#x2013;36.6</td>
<td valign="top">88</td>
<td valign="top">&#x2212;14.65</td>
<td valign="top">&#x2212;16.34</td>
<td valign="top">NA</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">Li et al. 2017 (<xref ref-type="bibr" rid="B147">147</xref>)</td>
<td valign="top"/>
<td valign="top">102</td>
<td valign="top">15&#x2013;40</td>
<td valign="top">73</td>
<td valign="top">NA</td>
<td valign="top">&#x2212;22.3&#x2009;&#x00B1;&#x2009;4.3</td>
<td valign="top">NA</td>
<td valign="top">&#x2212;1.4&#x2009;&#x00B1;&#x2009;0.5</td>
</tr>
<tr>
<td valign="top">DeVore et al. 2018 (<xref ref-type="bibr" rid="B148">148</xref>)</td>
<td valign="top"/>
<td valign="top">200</td>
<td valign="top">20&#x2013;40</td>
<td valign="top">100</td>
<td valign="top">&#x2212;22.70&#x2009;&#x00B1;&#x2009;4.07</td>
<td valign="top">&#x2212;22.93&#x2009;&#x00B1;&#x2009;3.52</td>
<td valign="top">NA</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top" rowspan="3">Alsolai et al. 2018 (<xref ref-type="bibr" rid="B111">111</xref>)</td>
<td valign="top" rowspan="3">Longitudinal</td>
<td valign="top" rowspan="3">276</td>
<td valign="top">36</td>
<td valign="top">89.8</td>
<td valign="top">&#x2212;14.2&#x2009;&#x00B1;&#x2009;3.4</td>
<td valign="top">&#x2212;14.6&#x2009;&#x00B1;&#x2009;3.8</td>
<td valign="top">&#x2212;1.2&#x2009;&#x00B1;&#x2009;0.2</td>
<td valign="top">&#x2212;1.2&#x2009;&#x00B1;&#x2009;0.3</td>
</tr>
<tr>
<td valign="top">38</td>
<td valign="top">76.4</td>
<td valign="top">&#x2212;13.4&#x2009;&#x00B1;&#x2009;3.0</td>
<td valign="top">&#x2212;13.6&#x2009;&#x00B1;&#x2009;3.3</td>
<td valign="top">&#x2212;1.1&#x2009;&#x00B1;&#x2009;0.2</td>
<td valign="top">&#x2212;1.1&#x2009;&#x00B1;&#x2009;0.3</td>
</tr>
<tr>
<td valign="top">40</td>
<td valign="top">85.1</td>
<td valign="top">&#x2212;12.8&#x2009;&#x00B1;&#x2009;2.8</td>
<td valign="top">&#x2212;12.3&#x2009;&#x00B1;&#x2009;3.1</td>
<td valign="top">&#x2212;1.1&#x2009;&#x00B1;&#x2009;0.2</td>
<td valign="top">&#x2212;1.0&#x2009;&#x00B1;&#x2009;0.3</td>
</tr>
<tr>
<td valign="top" rowspan="5">Erickson et al. 2019 (<xref ref-type="bibr" rid="B149">149</xref>)</td>
<td valign="top" rowspan="5">Longitudinal</td>
<td valign="top" rowspan="5">50</td>
<td valign="top">16&#x2013;20</td>
<td valign="top" rowspan="5">90</td>
<td valign="top">&#x2212;20,7</td>
<td valign="top">NA</td>
<td valign="top">&#x2212;1.8</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">21&#x2013;25</td>
<td valign="top">&#x2212;18.3</td>
<td valign="top">NA</td>
<td valign="top">&#x2212;1.5</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">26&#x2013;29</td>
<td valign="top">&#x2212;18.8</td>
<td valign="top">NA</td>
<td valign="top">&#x2212;1.5</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">30&#x2013;35</td>
<td valign="top">&#x2212;18.4</td>
<td valign="top">NA</td>
<td valign="top">&#x2212;1.4</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">36&#x2013;40</td>
<td valign="top">&#x2212;15.6</td>
<td valign="top">NA</td>
<td valign="top">&#x2212;1.3</td>
<td valign="top">NA</td>
</tr>
<tr>
<td valign="top">Luo et al. 2021 (<xref ref-type="bibr" rid="B79">79</xref>)</td>
<td valign="top"/>
<td valign="top">59</td>
<td valign="top">21.6&#x2013;36.6</td>
<td valign="top">100</td>
<td valign="top">&#x2212;18.9&#x2009;&#x00B1;&#x2009;1.5</td>
<td valign="top">&#x2212;19.8&#x2009;&#x00B1;&#x2009;1.5</td>
<td valign="top">NA</td>
<td valign="top">NA</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn1"><p>NA, not available; RV, right ventricle; LV, left ventricle; FR, frame rate.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</body>
<back>
<sec id="s5"><title>Author contributions</title>
<p>LS and MS: conceived the review. HK and LS: performed the literature review and drafted the manuscript. SC, NB, DG, and JD: worked on the specific sections. JM, CH, LS, and MS: reviewed and edited the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<ack><title>Acknowledgment</title>
<p>The authors thank the Fetal Cardiac Program at The Hospital for Sick Children, University of Toronto and Dr. Christopher K. Macgowan and his team for the collaborations with fetal CMR.</p>
</ack>
<sec id="s6" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s7" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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