Chowdhury Rochishnu, Wan Jinyang, Gardier Remy, Rafael-Patino Jonathan, Thiran Jean-Philippe, Gibou Frederic, Mukherjee Arnab
Department of Mechanical Engineering, University of California, Santa Barbara, CA 93106, USA.
Department of Chemistry, University of California, Santa Barbara, CA 93106, USA.
bioRxiv. 2023 Jun 11:2023.06.09.544324. doi: 10.1101/2023.06.09.544324.
Aquaporins provide a new class of genetic tools for imaging molecular activity in deep tissues by increasing the rate of cellular water diffusion, which generates magnetic resonance contrast. However, distinguishing aquaporin contrast from the tissue background is challenging because water diffusion is also influenced by structural factors such as cell size and packing density. Here, we developed and experimentally validated a Monte Carlo model to analyze how cell radius and intracellular volume fraction quantitatively affect aquaporin signals. We demonstrated that a differential imaging approach based on time-dependent changes in diffusivity can improve specificity by unambiguously isolating aquaporin-driven contrast from the tissue background. Finally, we used Monte Carlo simulations to analyze the connection between diffusivity and the percentage of cells engineered to express aquaporin, and established a simple mapping that accurately determined the volume fraction of aquaporin-expressing cells in mixed populations. This study creates a framework for broad applications of aquaporins, particularly in biomedicine and in vivo synthetic biology, where quantitative methods to measure the location and performance of genetic devices in whole vertebrates are necessary.
水通道蛋白通过提高细胞水扩散速率提供了一类新的遗传工具,用于对深部组织中的分子活性进行成像,这会产生磁共振对比度。然而,将水通道蛋白对比度与组织背景区分开来具有挑战性,因为水扩散也受细胞大小和堆积密度等结构因素的影响。在这里,我们开发并通过实验验证了一个蒙特卡罗模型,以分析细胞半径和细胞内体积分数如何定量影响水通道蛋白信号。我们证明,基于扩散率随时间变化的差异成像方法可以通过明确地将水通道蛋白驱动的对比度与组织背景分离来提高特异性。最后,我们使用蒙特卡罗模拟来分析扩散率与经基因工程改造以表达水通道蛋白的细胞百分比之间的联系,并建立了一个简单的映射,该映射准确地确定了混合群体中表达水通道蛋白的细胞的体积分数。这项研究为水通道蛋白的广泛应用创造了一个框架,特别是在生物医学和体内合成生物学中,在这些领域中,需要定量方法来测量整个脊椎动物中遗传装置的位置和性能。