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.
Journal article
A robotic multidimensional directed evolution approach applied to fluorescent voltage reporters
Nature Chemical Biology, Vol.14(4), pp.352-360
Apr/2018
Abstract
Details
- Title
- A robotic multidimensional directed evolution approach applied to fluorescent voltage reporters
- Creators
- Kiryl D. Piatkevich (null) - Massachusetts Institute of TechnologyErica E. Jung (null) - Massachusetts Institute of TechnologyChristoph Straub (null) - Massachusetts General HospitalChangyang Linghu (null) - Massachusetts Institute of TechnologyDemian Park (null) - Massachusetts Institute of TechnologyHo-Jun Suk (null) - Massachusetts Institute of TechnologyDaniel R. Hochbaum (null) - Massachusetts General HospitalDaniel Goodwin (null) - Massachusetts Institute of TechnologyEftychios Pnevmatikakis (null) - Simons FoundationNikita Pak (null) - Massachusetts Institute of TechnologyTakashi Kawashima (null) - 972WIS_INST___123Chao-Tsung Yang (null) - Columbia UniversityJeffrey L. Rhoades (null) - Massachusetts Institute of TechnologyOr Shemesh (null) - Massachusetts Institute of TechnologyShoh Asano (null) - Massachusetts Institute of TechnologyYoung-Gyu Yoon (null) - Massachusetts Institute of TechnologyLimor Freifeld (null) - Massachusetts Institute of TechnologyJessica L. Saulnier (null) - Massachusetts General HospitalClemens Riegler (null) - Harvard UniversityFlorian Engert (null) - Harvard UniversityThom Hughes (null) - Montana State University SystemMikhail Drobizhev (null) - Montana State University SystemBalint Szabo (null) - Eötvös Loránd UniversityMisha B. Ahrens (null) - Columbia UniversitySteven W. Flavell (null) - Massachusetts Institute of TechnologyBernardo L. Sabatini (null) - Massachusetts General HospitalEdward S. Boyden (Corresponding Author) - Massachusetts Institute of Technology
- Resource Type
- Journal article
- Publication Details
- Nature Chemical Biology, Vol.14(4), pp.352-360; Apr/2018
- Number of pages
- 17
- Language
- English
- DOI
- https://doi.org/10.1038/s41589-018-0004-9
- Grant note
- We thank G. Paradis and M. Saturno-Condon for help with flow cytometry, F. Chen and L. Kang for help with confocal imaging, N. Ji for assistance with C. elegans imaging, and B. Trout and C. Sudrik for help with spectroscopic analysis of iRFPs. We are grateful to X. Han and K. Hansen (Boston University) for the pCAG-WPRE expression vector, and F. Subach (Moscow Institute of Physics and Technology) for the pWA23h plasmid. We are grateful to E. Costa, D. Estandian, A. Wassie and L. Cai for useful discussions. C.S. acknowledges the Lefler Center for the Study of Neurodegenerative Disorders for support. E.S.B. was supported by the HHMI-Simons Faculty Scholars Program, the IET Harvey Prize, the MIT Media Lab, the New York Stem Cell Foundation-Robertson Award, the Open Philanthropy Project, Human Frontier Science Program RGP0015/2016, and NIH grants 1R43MH109332, 1R24MH106075, 2R01DA029639, 1R01EY023173, 1R01NS087950, 1R01MH103910 and 1R01GM104948, and NIH Director’s Pioneer Award 1DP1NS087724. O.S. was supported by a Simons Fellowship. H.-J.S. was supported by a Samsung Fellowship. D.G. was supported by an NSF Fellowship. Y.-G.Y. was supported by a Samsung Fellowship. L.F. was supported by a Simons Fellowship.
- Record Identifier
- 993267066903596
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