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基于信号解混的基因表达超灵敏超声成像

Ultrasensitive ultrasound imaging of gene expression with signal unmixing.

机构信息

Division of Biology and Bioengineering, California Institute of Technology, Pasadena, CA, USA.

Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA.

出版信息

Nat Methods. 2021 Aug;18(8):945-952. doi: 10.1038/s41592-021-01229-w. Epub 2021 Aug 5.

Abstract

Acoustic reporter genes (ARGs) that encode air-filled gas vesicles enable ultrasound-based imaging of gene expression in genetically modified bacteria and mammalian cells, facilitating the study of cellular function in deep tissues. Despite the promise of this technology for biological research and potential clinical applications, the sensitivity with which ARG-expressing cells can be visualized is currently limited. Here we present burst ultrasound reconstructed with signal templates (BURST)-an ARG imaging paradigm that improves the cellular detection limit by more than 1,000-fold compared to conventional methods. BURST takes advantage of the unique temporal signal pattern produced by gas vesicles as they collapse under acoustic pressure above a threshold defined by the ARG. By extracting the unique pattern of this signal from total scattering, BURST boosts the sensitivity of ultrasound to image ARG-expressing cells, as demonstrated in vitro and in vivo in the mouse gastrointestinal tract and liver. Furthermore, in dilute cell suspensions, BURST imaging enables the detection of gene expression in individual bacteria and mammalian cells. The resulting abilities of BURST expand the potential use of ultrasound for non-invasive imaging of cellular functions.

摘要

声敏报告基因(ARGs)可编码充满气体的气腔,使基于超声的基因表达在遗传修饰的细菌和哺乳动物细胞中的成像成为可能,从而促进了对深部组织中细胞功能的研究。尽管该技术在生物研究和潜在临床应用方面具有广阔的前景,但目前 ARG 表达细胞的可检测灵敏度仍然有限。在这里,我们提出了一种利用信号模板进行超声重建的方法(BURST),这是一种 ARG 成像范例,与传统方法相比,它将细胞的检测极限提高了 1000 多倍。BURST 利用了气腔在超过 ARG 定义的阈值的声压下坍塌时产生的独特的时间信号模式。通过从总散射中提取该信号的独特模式,BURST 提高了超声检测表达 ARG 的细胞的灵敏度,这在体外和体内的小鼠胃肠道和肝脏中得到了验证。此外,在稀细胞悬浮液中,BURST 成像可实现单个细菌和哺乳动物细胞中基因表达的检测。BURST 的这些能力扩展了超声在非侵入性细胞功能成像方面的潜在用途。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/20e4/8363212/2e2bc47c4219/nihms-1720572-f0007.jpg

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