Media Lab, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA.
Howard Hughes Medical Institute, Department of Neurobiology, Harvard Medical School, Boston, MA, USA.
Nat Chem Biol. 2018 Apr;14(4):352-360. doi: 10.1038/s41589-018-0004-9. Epub 2018 Feb 26.
We developed a new way to engineer complex proteins toward multidimensional specifications using a simple, yet scalable, directed evolution strategy. By robotically picking mammalian cells that were identified, under a microscope, as expressing proteins that simultaneously exhibit several specific properties, we can screen hundreds of thousands of proteins in a library in just a few hours, evaluating each along multiple performance axes. To demonstrate the power of this approach, we created a genetically encoded fluorescent voltage indicator, simultaneously optimizing its brightness and membrane localization using our microscopy-guided cell-picking strategy. We produced the high-performance opsin-based fluorescent voltage reporter Archon1 and demonstrated its utility by imaging spiking and millivolt-scale subthreshold and synaptic activity in acute mouse brain slices and in larval zebrafish in vivo. We also measured postsynaptic responses downstream of optogenetically controlled neurons in C. elegans.
我们开发了一种新方法,通过一种简单而可扩展的定向进化策略,将复杂蛋白质工程设计为多维规格。通过在显微镜下,机器人挑选被鉴定为同时表现出几种特定性质的表达蛋白质的哺乳动物细胞,我们可以在短短几个小时内筛选出库中数十万种蛋白质,沿着多个性能轴评估每种蛋白质。为了展示这种方法的强大功能,我们使用我们的显微镜指导细胞挑选策略,同时优化其亮度和膜定位,创建了一种遗传编码的荧光电压指示剂。我们生成了高性能基于视蛋白的荧光电压报告子 Archon1,并通过在急性小鼠脑切片和活体斑马鱼幼虫中成像尖峰和毫伏级亚阈值和突触活动,证明了其效用。我们还测量了线虫中光控神经元下游的突触后反应。