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Sabarigirivasan, V.

Publications and source records attributed to Sabarigirivasan, V..

4 recordsLinked to original sources

BigHeart: Mapping connectivity in the adult human heart at the micron scale

The human heart depends on coordinated muscular, electrical, vascular, lymphatic, and neural systems, but their three-dimensional relationships remain unresolved at microscopic resolution across an intact adult organ. Using hierarchical phase-contrast tomography, we generated a continuous three-dimensional structural reference of a whole adult human heart at 8.01 micrometer isotropic voxel size, without sectioning or staining. Organ-wide imaging revealed hierarchical myocardial architecture, and quantitative orientation analysis identified regional differences in myocardial cell aggregate organization. The atrioventricular conduction axis was traced into a distinct subendocardial Purkinje network interfacing with working myocardium. Integrated segmentation showed that coronary vessels, lymphatic collectors, and autonomic nerves occupy shared epicardial corridors. This publicly accessible dataset integrates cardiac systems within a common spatial framework for anatomy, computational modeling, and future molecular atlases.

physiology↗

Revisiting the Structure of the Ventricular Myocardium in Tetralogy of Fallot Using Hierarchical Phase Contrast Tomography and Structure Tensor Analysis

BACKGROUNDIn tetralogy of Fallot (ToF), changes in right ventricular function (as assessed by strain or TAPSE) reflect altered myocardial structure. Direct three-dimensional anatomical evidence supporting these changes remains limited. The objective of this study was to non-destructively characterize myocardial architecture in pediatric ToF hearts using Hierarchical Phase-Contrast Tomography (HiP-CT) and structure tensor analysis. METHODSTwenty ToF and control pediatric hearts were imaged at the European Synchrotron, ESRF. Myocyte orientation was assessed through structure tensor analysis and distributed high-performance computing. A region-specific framework was developed for analysis of the right ventricle. The predominant direction of myocardial aggregates (their helical angle) was compared across ventricular regions. RESULTSSignificant differences in orientation were found in all ToF segments vs controls (left ventricle, right ventricular inlet, right ventricular outflow tract, septum; p < 0.001). Myocytes in the ToF right ventricular inlet were more circumferential overall, with regional heterogeneity. Contrary to traditional models, no discrete middle layer was found in the ToF right ventricle; instead, a shift towards more circumferentially orientated myocytes and disrupted septal and outflow components was observed. Right ventricular contribution to the septum was greater in ToF (47.3% vs 34.0%; p = 0.0026), with extension of ventricular insertion points disrupting septal architecture. There were more longitudinally oriented myocytes in the ToF right ventricular outflow tract, consistent with hypertrophied septoparietal trabeculations. Left ventricular structure in ToF demonstrated a greater proportion of circumferentially oriented myocytes compared to controls. CONCLUSIONSWe reveal profound alterations in ToF myocardial organization which broadly align with clinical observations and provide the first open-access HiP-CT congenital heart disease data as a basis for future computational modelling. Clinical PerspectiveWhole-heart HiP-CT demonstrates a loss of normal LV-RV distinction in the ToF myocardium, alongside extensive septal disarray. These findings provide a structural substrate for RV dysfunction, ventricular-ventricular interaction, and arrhythmogenesis in ToF, challenging traditional layer-based models of ventricular myocardium. Understanding myocardial organization as a continuous, developmentally patterned three-dimensional structure is essential for accurate interpretation of ventricular mechanics and disease progression. Although HiP-CT imaging is not applicable in vivo, the structural phenotypes identified in this study generate testable hypotheses for clinical imaging. Future work should focus on correlating ex-vivo measures with in-vivo imaging markers derived from cardiac magnetic resonance, including strain, TAPSE, and assessment of ventricular interactions. Investigating myocardial phenotype across the life-course, from fetal life to adulthood, paired with multi-omics mapped to these three-dimensional datasets, may help elucidate mechanisms underlying myocardial remodeling in ToF and support the development of novel therapeutic approaches.

physiology↗

Hierarchical Phase-Contrast Tomography Imaging: Applicability in biomedical research

ObjectivesHierarchical Phase-Contrast Tomography (HiP-CT) enables non-destructive, multi-scale imaging of whole human organs. We describe how HiP-CT is utilized for biomedical research within the Human Organ Atlas Hub through three case studies: mapping the enteric nervous system (ENS) of the human colon, analysing myocardial and AV conduction architecture in Tetralogy of Fallot (TOF), and characterizing ductal organization in breast carcinoma. The challenges we faced with this novel biomedical data are discussed. MethodsWhole-organ and region-of-interest scans of three types of human organs were acquired at the European Synchrotron Radiation Facility (ESRF) with isotropic voxel sizes ranging from 20 {micro}m to 0.8 {micro}m. For the colon, voxel binning and RootPainter were employed to tackle data size to segment the ENS. For the heart, voxel-wise myocyte orientation mapping was calculated in terabyte-scale datasets with a high-performance computational framework (Cardiotensor). Breast carcinoma samples were correlated with histopathology for structure validation. ResultsHiP-CT revealed the large-scale organization of the ENS in the colon, enabling visualisation of the 3D structures of the ENS across the colon In TOF hearts, analysis uncovered abnormal myocardial structure and heterogeneous conduction system morphology. In breast carcinoma, HiP-CT resolved the full hierarchy of ductal structures and vascular relationships within tumour and peritumoral regions. ConclusionsHiP-CT provides unprecedented, hierarchical insight into intact human organ structure, bridging the gap between histology and radiology. Advances in knowledgeHiP-CT establishes a new ex vivo radiological modality capable of linking microscale pathology to whole-organ context, advancing translational research in neurogastroenterology, cardiology, and oncology

biophysics↗

The Heterogeneous Nature of Atrioventricular Conduction Tissues in Tetralogy of Fallot demonstrated by Hierarchical Phase-contrast Tomography - redefining the anatomic substrate

ObjectivesPostoperative arrhythmias are frequent after Tetralogy of Fallot (ToF) repair, yet anatomic substrate and preventive strategies remain poorly defined. Using hierarchical phase-contrast tomography (HiP-CT) the atrioventricular conduction system in pediatric ToF specimens was investigated non-destructively and in 3D. MethodsEighteen whole-heart specimens (11 ToF, 7 controls) were imaged at the European Synchrotron, ESRF. Segmentation and 3D renderings demonstrated gross morphology. Morphology, size, depth and course of the non-branching bundle and right bundle branch (RBB) were quantified using custom computational pipelines. Segmentations were visualized in VheaRts, a Unity3D-based XR platform. ResultsThe ToF conduction system was more draped than in controls, bilaterally spanning the septum, resembling early embryonic architecture. The RBB was variable in origin, course and morphologic structure with significantly smaller indexed cross-sectional area in native ToF versus controls (0.05 {+/-} 0.20 vs 0.50 {+/-} 0.20 mm{superscript 2}, p = 0.005). One anomalous fasciculo-ventricular connection and six dead-end tracts were found. Regions at surgical risk included the posterior-inferior margin of the ventricular septal defect (VSD) and the septal crest along its nadir. The superior margin of the VSD at its intersection with the aortic root was free of conduction tissue. The HiP-CT to VR pipeline enabled interactive 3D visualization of conduction pathways relative to key structures. ConclusionsThis first pediatric cardiac HiP-CT series reveals a broader anomalous conduction complex in ToF, including variable RBB origin and hypoplasia, providing insight into preoperative vulnerability, arrhythmia, and surgical risk. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=149 SRC="FIGDIR/small/692356v1_fig7.gif" ALT="Figure 7"> View larger version (50K): org.highwire.dtl.DTLVardef@1b39e89org.highwire.dtl.DTLVardef@16d49c2org.highwire.dtl.DTLVardef@5884borg.highwire.dtl.DTLVardef@136fc24_HPS_FORMAT_FIGEXP M_FIG O_FLOATNOFigure 7:C_FLOATNO Graphical Abstract C_FIG

developmental biology↗