Real-time volumetric imaging of cells and molecules in deep tissues with Takoyaki ultrasound
Lee, S.; Wu, D.; Malounda, D.; Rabut, C.; Shapiro, M. G.
Show abstract
Acoustic contrast agents and reporter genes play a critical role in allowing ultrasound to visualize blood flow, map molecules and track cellular function in opaque living organisms. However, existing ultrasound methods to image acoustic contrast agents predominantly focus on 2D planar imaging, while the biological phenomena of interest unfurl in three dimensions. Here, we introduce a method for efficient, dynamic imaging of contrast agents and reporter genes in 3D using multiplexed matrix array transducers. Our "Takoyaki" pulse sequence uses the simultaneous scanning of multiple focal points to excite contrast agents with sufficient acoustic pressure for nonlinear imaging while efficiently covering 3D space. Through in vitro experiments, we first show that the Takoyaki sequence produces highly sensitive volume images of gas vesicle contrast agents and compare its performance with alternative imaging schemes. We then establish its utility in cellular imaging in vivo by visualizing acoustic reporter gene-expressing tumors in a mouse model of glioblastoma. Finally, we demonstrate real-time volumetric imaging by tracking the dynamics of fluid motion in brain ventricles after intraventricular contrast injection. Takoyaki imaging enables a more comprehensive understanding of biological processes by providing spatiotemporal information in 3D within the constraints of accessible multiplexed matrix array systems.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Functional ultrasound speckle decorrelation-based velocimetry of the brain 95%
- High-throughput, label-free and slide-free histological imaging by computational microscopy and unsupervised learning 94%
- Unsupervised segmentation of 3D microvascular photoacoustic images using deep generative learning 94%
Similar papers in this journal
- In vivo co-registered hybrid-contrast imaging by successive photoacoustic tomography and magnetic resonance imaging 96%
- Modeling Combined Ultrasound and Photoacoustic Imaging: Simulations aiding Device Development and Deep Learning 91%
- On-Demand Expansion Fluorescence and Photoacoustic Microscopy (ExFLPAM) 91%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.