SCALE SPACE DETECTOR FOR ANALYZING SPATIOTEMPORAL VENTRICULAR CONTRACTILITY AND NUCLEAR MORPHOGENESIS IN ZEBRAFISH

Radial astroglia cooperate with microglia to clear neuronal cell bodies during zebrafish optic tectum development

The clearance of dead cells by phagocytes is an essential component of neural development in many organisms. Microglia are the main phagocytes in the central nervous system (CNS), but the extent of participation by other glial cells remains unclear, especially under homeostatic conditions. During zebrafish optic tectum (OT) development, we observed radial astroglia forming dynamic, spherical projections from their basal processes. These projections, which we call scyllate heads, coincide with a wave of neuronal cell death in the OT. We show that scyllate heads surround the majority of dying neurons soon after phosphatidylserine exposure. However, unlike traditional phagosomes, scyllate heads persist for many hours and are rarely acidified or internalized. Instead, microglia invade scyllate heads and remove their contents for terminal degradation. Our study reveals an active role for radial astroglia in homeostatic cell clearance and cooperation between microglia and radial astroglia during zebrafish OT development.

Highlights

Optic tectum astroglia form large, dynamic projections called scyllate headsScyllate heads surround the majority of dying neurons during a wave of apoptosisScyllate heads are intermediate containers of dying cells rather than phagosomesMicroglia invade scyllate heads to remove their contents for terminal degradation.

Automated cell tracking using 3D nnUnet and Light Sheet Microscopy to quantify regional deformation in zebrafish

Light Sheet Microscopy (LSM) in conjunction with embryonic zebrafish, is rapidly advancing three-dimensional, in vivo characterization of myocardial contractility. Preclinical cardiac deformation imaging is predominantly restricted to a low-order dimensionality image space (2i) or suffers from poor reproducibility. In this regard, LSM has enabled high throughput, non-invasive 4i (3d+time) characterization of dynamic organogenesis within the transparent zebrafish model. More importantly, LSM offers cellular resolution across large imaging Field-of-Views at millisecond camera frame rates, enabling single cell localization for global cardiac deformation analysis. However, manual labeling of cells within multilayered tissue is a time-consuming task and requires substantial expertise. In this study, we applied the 3i nnU-Net with Linear Assignment Problem (LAP) framework for automated segmentation and tracking of myocardial cells. Using binarized labels from the neural network, we quantified myocardial deformation of the zebrafish ventricle across 4-6 days post fertilization (dpf). Our study offers tremendous promise for developing highly scalable and disease-specific biomechanical quantification of myocardial microstructures.

Ventricular anisotropic deformation and contractile function of the developing heart of zebrafish in vivo

BACKGROUND

The developing zebrafish ventricle generates higher intraventricular pressure (IVP) with increasing stroke volume and cardiac output at different developmental stages to meet the metabolic demands of the rapidly growing embryo (Salehin et al. Ann Biomed Eng, 2021;49(9): 2080-2093). To understand the changing role of the developing embryonic heart, we studied its biomechanical characteristics during in vivo cardiac cycles. By combining changes in wall strains and IVP measurements, we assessed ventricular wall stiffness during diastolic filling and the ensuing systolic IVP-generation capacity during 3-, 4-, and 5-day post fertilization (dpf). We further examined the anisotropy of wall deformation, in different regions within the ventricle, throughout a complete cardiac cycle.

RESULTS

We found the ventricular walls grow increasingly stiff during diastolic filling with a corresponding increase in IVP-generation capacity from 3- to 4- and 5-dpf groups. In addition, we found the corresponding increasing level of anisotropic wall deformation through cardiac cycles that favor the latitudinal direction, with the most pronounced found in the equatorial region of the ventricle.

CONCLUSIONS

From 3- to 4- and 5-dpf groups, the ventricular wall myocardium undergoes increasing level of anisotropic deformation. This, in combination with the increasing wall stiffness and IVP-generation capacity, allows the developing heart to effectively pump blood to meet the rapidly growing embryo's needs.