Tools for recording brain signaling dynamics

The brain is a three-dimensional, densely wired circuit that computes via sets of distributed cells signaling and interacting at fast timescales, through a vast diversity of molecular mechanisms. In order to understand the brain, ideally it would be possible to observe the electrical activity, and other important intra- and intercellular signaling pathways, across many cells — and ideally throughout entire brains — with sufficient spatial and temporal precision to understand how they work together to mediate brain functions, and how they go wrong in brain diseases. We are developing a number of innovations — such as new or improved fluorescent reporters of cellular signals such as voltage and calcium, ways to record neural activity and cellular signals into physical chains (for later readout by sequencing or imaging), and new robotic and nanotechnological probes — to enable such analyses of brain circuit dynamics and signals. We are also working on ways to use many fluorescent reporters at once, within single living cells, to record signals throughout a signaling network, through multiplexing strategies (e.g., spatial, temporal). We are also inventing new kinds of microscope and imaging strategy to image complex 3-D brain circuit dynamics and signals, with better speed, depth, and resolution. These tools will hopefully enable comprehensive pictures of how brain cells, and the signals within them, work together to implement computations, and how these computations go awry in brain disorder states. Such observation strategies may also provide detailed biomarkers of brain disorders, new therapeutic targets, or indicators of potential drug side effects. These technologies may, in conjunction with optogenetics, enable closed-loop brain control technologies, which can introduce information into the brain as a function of brain state (“brain co-processors”), enabling new kinds of circuit characterization tool as well as new kinds of advanced brain-repair prosthetic. To build these tools, we are developing supporting approaches such as robotic and molecular strategies for molecular design, and multidimensional directed evolution of molecular tools.

Publications

In Vivo Optical Clearing of Mammalian Brain

bioRxiv | 2024

Giovanni Talei Franzesi*, Ishan Gupta*, Ming Hu, Kiryl Piatkveich, Murat Yildirim, Jian-Ping Zhao, Minho Eom, Seungjae Han, Demian Park, Himashi Andaraarachchi, Zhaohan Li, Jesse Greenhagen, Amirul Muhammad Islam, Parth Vashishtha, Zahid Yaqoob, Nikita Pak, Alexander D. Wissner-Gross, Daniel Martin-Alarcon, Jonathan Veinot, Peter T. So, Uwe Kortshagen, Young-Gyu Yoon, Mriganka Sur**, Edward S. Boyden** (2024) In Vivo Optical Clearing of Mammalian Brain, bioRxiv 2024.09.05.611421; doi: https://doi.org/10.1101/2024.09.05.611421 (*, equal contribution; ** co-senior authors)

Real-time Neuron Segmentation for Voltage Imaging

2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) | 2023

Bando, Yosuke, Ramdas Pillai, Atsushi Kajita, Farhan Abdul Hakeem, Yves Quemener, Hua-An Tseng, Kiryl D. Piatkevich, Changyang Linghu, Xue Han, and Edward S. Boyden (2023) Real-time Neuron Segmentation for Voltage Imaging, In 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 813-818.

Rapid directed molecular evolution of fluorescent proteins in mammalian cells

Protein Science | 2021

Babakhanova S*, Jung EE*, Namikawa K*, Zhang H*, Wang Y, Subach OM, Korzhenevskiy DA, Rakitina TV, Xiao X, Wang W, Shi J, Drobizhev M, Park D, Eisenhard L, Tang H, Köster RW, Subach FV**, Boyden ES**, Piatkevich KD** (2022) Rapid directed molecular evolution of fluorescent proteins in mammalian cells, Protein Science 31(3):728-751. (*, contributed equally; **, co-corresponding)

Real-Time Light Field 3D Microscopy via Sparsity-Driven Learned Deconvolution

2021 IEEE International Conference on Computational Photography (ICCP) | 2021

Vizcaino, Josue Page, Zeguan Wang, Panagiotis Symvoulidis, Paolo Favaro, Burcu Guner-Ataman, Edward S. Boyden, and Tobias Lasser (2021) Real-time light field 3D microscopy via sparsity-driven learned deconvolution, IEEE International Conference on Computational Photography (ICCP) 1-11.

Spatial multiplexing of fluorescent reporters for imaging signaling network dynamics

Cell | 2020

Changyang Linghu*, Shannon L. Johnson*, Pablo A. Valdes, Or A. Shemesh, Won Min Park, Demian Park, Kiryl D. Piatkevich, Asmamaw T. Wassie, Yixi Liu, Bobae An, Stephanie A. Barnes, Orhan T. Celiker, Chun-Chen Yao, Chih-Chieh (Jay) Yu, Ru Wang, Katarzyna P. Adamala, Mark F. Bear, Amy E. Keating and Edward S. Boyden (2020) Spatial multiplexing of fluorescent reporters for imaging signaling network dynamics, Cell 183(6):1682-1698. (*, equal contribution)

RNA timestamps identify the age of single molecules in RNA sequencing

Nature Biotechnology | 2020

Samuel G. Rodriques*, Linlin M. Chen*, Sophia Liu, Ellen D. Zhong, Joseph R. Scherrer, Edward S. Boyden**, Fei Chen** (2020) RNA timestamps identify the age of single molecules in RNA sequencing, Nature Biotechnology 39:320–325. (*, equal contribution, **, co-corresponding)

Sparse decomposition light-field microscopy for high speed imaging of neuronal activity

Optica | 2020

Young-Gyu Yoon*, Zeguan Wang*, Nikita Pak, Demian Park, Peilun Dai, Jeong Seuk Kang, Ho-Jun Suk, Panagiotis Symvoulidis, Burcu Guner-Ataman, Kai Wang**, and Edward S. Boyden** (2020) Sparse decomposition light-field microscopy for high speed imaging of neuronal activity, Optica 7(10):1457-1468. (* equal contributors, ** equal contributors)

Precision Calcium Imaging of Dense Neural Populations via a Cell-Body-Targeted Calcium Indicator

Neuron | 2020

Shemesh OA*, Linghu C*, Piatkevich KD*, Goodwin D, Celiker OT, Gritton HJ, Romano MF, Gao R, Yu CJ, Tseng HA, Bensussen S, Narayan S, Yang CT, Freifeld L, Siciliano CA, Gupta I, Wang J, Pak N, Yoon YG, Ullmann JFP, Guner-Ataman B, Noamany H, Sheinkopf ZR, Park WM, Asano S, Keating AE, Trimmer JS, Reimer J, Tolias AS, Bear MF, Tye KM, Han X, Ahrens MB, Boyden ES (2020) Precision Calcium Imaging of Dense Neural Populations via a Cell-Body-Targeted Calcium Indicator, Neuron 107(3):470-486. (*, equal contribution)

Novel Genetically Encoded Bright Positive Calcium Indicator NCaMP7 Based on the mNeonGreen Fluorescent Protein

International Journal of Molecular Sciences | 2020

Subach OM, Sotskov VP, Plusnin VV, Gruzdeva AM, Barykina NV, Ivashkina OI, Anokhin KV, Nikolaeva AY, Korzhenevskiy DA, Vlaskina AV, Lazarenko VA, Boyko KM, Rakitina TV, Varizhuk AM, Pozmogova GE, Podgorny OV, Piatkevich KD, Boyden ES, Subach FV (2020) Novel Genetically Encoded Bright Positive Calcium Indicator NCaMP7 Based on the mNeonGreen Fluorescent Protein, International Journal of Molecular Sciences 21(5):1644.

Population imaging of neural activity in awake behaving mice

Nature | 2019

Piatkevich KD*, Bensussen S*, Tseng HA*, Shroff SN, Lopez-Huerta VG, Park D, Jung EE, Shemesh OA, Straub C, Gritton HJ, Romano MF, Costa E, Sabatini BL, Fu Z, Boyden ES**, Han X** (2019) Population imaging of neural activity in awake behaving mice, Nature 574:413–417. (* equal contribution, **, co-corresponding)

A genetically encoded near-infrared fluorescent calcium ion indicator

Nature Methods | 2019

Qian Y, Piatkevich KD, Mc Larney B, Abdelfattah AS, Mehta S, Murdock MH, Gottschalk S, Molina RS, Zhang W, Chen Y, Wu J, Drobizhev M, Hughes TE, Zhang J, Schreiter ER, Shoham S, Razansky D, Boyden ES, Campbell RE (2018) A genetically encoded near-infrared fluorescent calcium ion indicator, Nature Methods 16(2):171-174.

A robotic multidimensional directed evolution approach applied to fluorescent voltage reporters

Nature Chemical Biology | 2018

Piatkevich KD*, Jung EE*, Straub C, Linghu C, Park D, Suk HJ, Hochbaum DR, Goodwin D, Pnevmatikakis E, Pak N, Kawashima T, Yang CT, Rhoades JL, Shemesh O, Asano S, Yoon YG, Freifeld L, Saulnier JL, Riegler C, Engert F, Hughes T, Drobizhev M, Szabo B, Ahrens MB, Flavell SW, Sabatini BL, Boyden ES (2018) A robotic multidimensional directed evolution approach applied to fluorescent voltage reporters, Nature Chemical Biology 14(4):352-360. (*, co-first authors)

A novel flexible cuff-like microelectrode for dual purpose, acute and chronic electrical interfacing with the mouse cervical vagus nerve

Journal of Neural Engineering | 2017

Caravaca AS*, Tsaava T*, Goldman L*, Silverman H, Riggott G, Chavan S, Bouton C, Tracey KJ, Desimone R**, Boyden E**, Sohal HS**, Olofsson PS** (2017) A novel flexible cuff-like microelectrode for dual purpose, acute and chronic electrical interfacing with the mouse cervical vagus nerve, Journal of Neural Engineering 14(6):066005. (*, co-first authors; **, co-last authors)

Sonofragmentation of Ultrathin 1D Nanomaterials

Particle and Particle Systems Characterization | 2016

Gao, R.*, Gupta, I.*, Boyden, E. S. (2017) Sonofragmentation of ultra-thin 1D nanomaterials, Particle and Particle Systems Characterization 34.1. (*, co-first authors)

Heterogeneous neural amplifier integration for scalable extracellular microelectrodes

38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society | 2016

Jorg Scholvin, Justin Kinney, Jacob Bernstein, Caroline Moore-Kochlacs, Nancy Kopell, Clifton Fonstad, Edward Boyden (2016) Heterogeneous Neural Amplifier Integration for Scalable Extracellular Microelectrodes, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2016:2789-2793.

A direct-to-drive neural data acquisition system

Frontiers in Neural Circuits | 2015

Kinney, J.P., Bernstein, J.G., Meyer, A.J., Barber, J.B., Bolivar, M., Newbold, B., Scholvin, J., Moore-Kochlacs, C., Wentz, C.T., Kopell, N.J., Boyden, E.S. (2015) A direct-to-drive neural data acquisition system, Frontiers in Neural Circuits 9:46.

Spatial information in large-scale neural recordings

Frontiers in Computational Neuroscience | 2015

Cybulski TR, Glaser JI, Marblestone AH, Zamft BM, Boyden ES, Church GM, Kording KP (2015) Spatial information in large-scale neural recordings, Frontiers in Computational Neuroscience 8:172.

All-optical electrophysiology in mammalian neurons using engineered microbial rhodopsins

Nature Methods | 2014

Hochbaum, D.R.*, Zhao, Y.*, Farhi, S.L., Klapoetke, N.C., Werley, C.A., Kapoor, V., Zou, P., Kralj, J.M., Maclaurin, D., Smedemark-Margulies, N., Saulnier, J., Boulting, G.L., Straub, C., Cho, Y., Melkonian, M., Wong, G.K.-S., Harrison, D. J., Murthy, V.N., Sabatini, B., Boyden, E.S.**, Campbell, R.E.**, Cohen, A.E. (2014) All-optical electrophysiology in mammalian neurons using engineered microbial rhodopsins, Nature Methods, 11(8):825-33. (*, equal contribution, **, jointly directed work)

LINEAR MICRO-ACTUATION SYSTEM FOR PATCH-CLAMP RECORDING

30th Annual Meeting of the American Society for Precision Engineering | 2014

Ilya Kolb, Gregory L. Holst, Max A. Stockslager, Suhasa B. Kodandaramaiah, William Stoy, Edward S. Boyden, Craig R. Forest (2015) LINEAR MICRO-ACTUATION SYSTEM FOR PATCH-CLAMP RECORDING, Proceedings of the 30th Annual Meeting of the American Society for Precision Engineering.

Physical principles for scalable neural recording

Frontiers in Computational Neuroscience | 2013

Marblestone, A. H.**+, Zamft, B. M.+, Maguire, Y. G., Shapiro, M. G., Cybulski, T. R., Glaser, J. I., Amodei, D., Stranges, P. B., Kalhor, R., Dalrymple, D. A., Seo, D., Alon, E., Maharbiz, M. M., Carmena, J. M., Rabaey, J. M., Boyden, E. S.*, Church, G. M. *, Kording, K. P. * (2013) Physical Principles for Scalable Neural Recording, Frontiers in Computational Neuroscience, 7:137. (** corresponding author, + equal contribution, * equal contribution)

Statistical analysis of molecular signal recording

PLoS Computational Biology | 2013

Glaser J.I.**, Zamft B.M.*, Marblestone A.H.*, Moffitt J.R., Tyo K., Boyden E.S., Church G., Kording K.P. (2013) Statistical analysis of molecular signal recording, PLoS Computational Biology 9(7):e1003145. (** corresponding author, * equal contribution)

Fully-automated, in-vivo, single cell electrophysiology

Proceedings of the 28th Annual Meeting of the American Society for Precision Engineering | 2013

J. Go, A. Fan, C. Lu, S.B. Kodandaramaiah, G.L. Holst, W. Stoy, I. Kolb, E.S. Boyden, C.R. Forest (2013) Fully-automated, in-vivo, single cell electrophysiology, Proceedings of the 28th Annual Meeting of the American Society for Precision Engineering, Saint Paul, MN, Oct 20-25, 2013.

Automated, in-vivo, whole-cell electrophysiology using an integrated patch-clamp amplifier

Proceedings of the 22nd Annual Computational Neuroscience Meeting | 2013

I. Kolb, G. Holst, B. Goldstein, S.B. Kodandaramaiah, E.S. Boyden, E. Culurciello, C.R. Forest (2013) Automated, in-vivo, whole-cell electrophysiology using an integrated patch-clamp amplifier, Proceedings of the 22nd Annual Computational Neuroscience Meeting (CNS 2013), Paris, France, July 13-18, 2013.

Characterization of translation of fused silica micropipettes in non-rectilinear trajectories

Proceedings of the 26th Annual Meeting of the American Society for Precision Engineering | 2011

Kodandaramaiah, S., Krijnen, M., Go, J., Malik, S., Sondej, N., Khatait, J. P., Boyden, E. S., Aarts, R. G. K. M., Brouwer, D. M., Forest, C. F. (2011) Characterization of translation of fused silica micropipettes in non-rectilinear trajectories, Proceedings of the 26th Annual Meeting of the American Society for Precision Engineering, Denver, CO.

Mapping Brain Networks in Awake Mice Using Combined Optical Neural Control and fMRI

Journal of Neurophysiology | 2010

Desai M., Kahn I., Knoblich U., Bernstein J., Atallah H., Yang A., Kopell, N., Buckner R.L., Graybiel A. M., Moore C. I.*, and Boyden E. S.* (2011) Mapping Brain Networks in Awake Mice Using Combined Optical Neural Control and fMRI, Journal of Neurophysiology 105(3):1393-405. (* co-corresponding authors)

Brain Coprocessors

Technology Review | 2010

Boyden, E. S., Allen, B. D., Fritz, D. (2010) "Brain Coprocessors." Column, Technology Review. 9/23/2010.