Hines, A. | bioRxiv Science

bioRxiv2026

Compressive axial-integrated planar scanning (CAPS) microscopy for high-speed volumetric imaging of cardiac dynamics

Investigating cardiac dynamics, including contractile function and intracardiac flow, requires volumetric imaging capable of resolving whole-organ events at micrometer resolution and millisecond timescales. However, the limited readout bandwidth of detectors imposes fundamental trade-offs among spatial sampling, field of view, and achievable volume rates. Here we introduce compressive axial-integrated planar scanning (CAPS) microscopy, a computational imaging framework that combines rapid light-sheet scanning, detection-side axial multiplexing with model-based reconstruction to enhance detector bandwidth utilization for high-speed volumetric imaging. Using widely accessible optical sensors and components, CAPS achieves cellular-scale resolving power across heart chambers at 200 volumes per second with an effective detector pixel rate of 5.82 GHz, representing a [~]15-fold increase in spatiotemporal throughput relative to uncompressed volumetric acquisition. Coordinated high-speed encoding and computational reconstruction further mitigate rolling-shutter distortions in CMOS sensors while preserving frame rate and intrinsic optical sectioning. We demonstrate that CAPS enables beat-resolved imaging of single-cell cardiomyocyte kinematics, chamber-scale contractile dynamics, and intracardiac hemodynamics in zebrafish larvae under both healthy and pharmacologically perturbed conditions. Collectively, these advances establish CAPS as a powerful framework for quantitative, in vivo characterization of coordinated and disrupted cardiac dynamics at cellular resolution, supporting high-speed volumetric interrogation of organ-level function and disease progression.

bioengineering↗

bioRxiv2022

Spectral Interferences Impede the High-Resolution Mass Analysis of Recombinant Adeno-Associated Viruses

Recombinant adeno-associated viruses (rAAVs) are the leading platform for in vivo delivery of gene therapies, with several already approved for clinical use. However, the heterogeneity and structural complexity of these viral particles render them challenging targets to characterize. Orbitrap-based native mass spectrometry (MS) is a method capable of directly characterizing intact megadalton protein assemblies. Here we used such an approach to characterize four different preparations of rAAV8 (two empty and two filled) differing in both their transgene and relative capsid protein isoform (i.e. VP1, VP2 and VP3) content. Interestingly, in native MS measurements of these samples, we observe complicated, unusual, and dramatically different spectral appearances between the four rAAV preparations that cannot be rationalized or interpreted using conventional approaches (i.e. charge state deconvolution). By combining high-resolution native MS, single particle charge detection MS, and spectral simulations, we reveal that these unexpected features result from a combination of stochastic assembly-induced heterogeneity and divergent gas phase charging behaviour between the four rAAV preparations. Our results stress the often-neglected heterogeneity of rAAVs, but also highlight the pitfalls of standard high-resolution mass analysis for such particles. Finally, we show that charge detection MS and spectral simulations can be used to tackle these challenges.

biochemistry↗