Literature DB >> 30969898

Autonomous patch-clamp robot for functional characterization of neurons in vivo: development and application to mouse visual cortex.

Gregory L Holst1, William Stoy2, Bo Yang1, Ilya Kolb2, Suhasa B Kodandaramaiah3, Lu Li4, Ulf Knoblich4, Hongkui Zeng4, Bilal Haider2, Edward S Boyden5,6,7, Craig R Forest1.   

Abstract

Patch clamping is the gold standard measurement technique for cell-type characterization in vivo, but it has low throughput, is difficult to scale, and requires highly skilled operation. We developed an autonomous robot that can acquire multiple consecutive patch-clamp recordings in vivo. In practice, 40 pipettes loaded into a carousel are sequentially filled and inserted into the brain, localized to a cell, used for patch clamping, and disposed. Automated visual stimulation and electrophysiology software enables functional cell-type classification of whole cell-patched cells, as we show for 37 cells in the anesthetized mouse in visual cortex (V1) layer 5. We achieved 9% yield, with 5.3 min per attempt over hundreds of trials. The highly variable and low-yield nature of in vivo patch-clamp recordings will benefit from such a standardized, automated, quantitative approach, allowing development of optimal algorithms and enabling scaling required for large-scale studies and integration with complementary techniques. NEW & NOTEWORTHY In vivo patch-clamp is the gold standard for intracellular recordings, but it is a very manual and highly skilled technique. The robot in this work demonstrates the most automated in vivo patch-clamp experiment to date, by enabling production of multiple, serial intracellular recordings without human intervention. The robot automates pipette filling, wire threading, pipette positioning, neuron hunting, break-in, delivering sensory stimulus, and recording quality control, enabling in vivo cell-type characterization.

Entities:  

Keywords:  automated; in vivo; layer 5; patch clamp; robotic; visual cortex

Mesh:

Year:  2019        PMID: 30969898      PMCID: PMC6620702          DOI: 10.1152/jn.00738.2018

Source DB:  PubMed          Journal:  J Neurophysiol        ISSN: 0022-3077            Impact factor:   2.714


  79 in total

1.  Contribution of the hyperpolarization-activated current (I(h)) to membrane potential and GABA release in hippocampal interneurons.

Authors:  C R Lupica; J A Bell; A F Hoffman; P L Watson
Journal:  J Neurophysiol       Date:  2001-07       Impact factor: 2.714

2.  When t-tests or Wilcoxon-Mann-Whitney tests won't do.

Authors:  Fiona McElduff; Mario Cortina-Borja; Shun-Kai Chan; Angie Wade
Journal:  Adv Physiol Educ       Date:  2010-09       Impact factor: 2.288

3.  A strict correlation between dendritic and somatic plateau depolarizations in the rat prefrontal cortex pyramidal neurons.

Authors:  Bogdan A Milojkovic; Mihailo S Radojicic; Srdjan D Antic
Journal:  J Neurosci       Date:  2005-04-13       Impact factor: 6.167

4.  In vivo dendritic calcium dynamics in deep-layer cortical pyramidal neurons.

Authors:  F Helmchen; K Svoboda; W Denk; D W Tank
Journal:  Nat Neurosci       Date:  1999-11       Impact factor: 24.884

5.  Electrophysiological properties of in vitro Purkinje cell somata in mammalian cerebellar slices.

Authors:  R Llinás; M Sugimori
Journal:  J Physiol       Date:  1980-08       Impact factor: 5.182

6.  Projection-Specific Visual Feature Encoding by Layer 5 Cortical Subnetworks.

Authors:  Gyorgy Lur; Martin A Vinck; Lan Tang; Jessica A Cardin; Michael J Higley
Journal:  Cell Rep       Date:  2016-03-10       Impact factor: 9.423

7.  Three Types of Cortical Layer 5 Neurons That Differ in Brain-wide Connectivity and Function.

Authors:  Euiseok J Kim; Ashley L Juavinett; Espoir M Kyubwa; Matthew W Jacobs; Edward M Callaway
Journal:  Neuron       Date:  2015-12-06       Impact factor: 17.173

8.  Two-photon targeted patching (TPTP) in vivo.

Authors:  Shoji Komai; Winfried Denk; Pavel Osten; Michael Brecht; Troy W Margrie
Journal:  Nat Protoc       Date:  2006       Impact factor: 13.491

9.  Multi-neuron intracellular recording in vivo via interacting autopatching robots.

Authors:  Suhasa B Kodandaramaiah; Francisco J Flores; Edward S Boyden; Craig R Forest; Gregory L Holst; Annabelle C Singer; Xue Han; Emery N Brown
Journal:  Elife       Date:  2018-01-03       Impact factor: 8.140

10.  Automated whole-cell patch-clamp electrophysiology of neurons in vivo.

Authors:  Suhasa B Kodandaramaiah; Giovanni Talei Franzesi; Brian Y Chow; Edward S Boyden; Craig R Forest
Journal:  Nat Methods       Date:  2012-05-06       Impact factor: 28.547

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  6 in total

1.  High-yield, automated intracellular electrophysiology in retinal pigment epithelia.

Authors:  Colby F Lewallen; Qin Wan; Arvydas Maminishkis; William Stoy; Ilya Kolb; Nathan Hotaling; Kapil Bharti; Craig R Forest
Journal:  J Neurosci Methods       Date:  2019-09-25       Impact factor: 2.390

Review 2.  Smart imaging to empower brain-wide neuroscience at single-cell levels.

Authors:  Shuxia Guo; Jie Xue; Jian Liu; Xiangqiao Ye; Yichen Guo; Di Liu; Xuan Zhao; Feng Xiong; Xiaofeng Han; Hanchuan Peng
Journal:  Brain Inform       Date:  2022-05-11

3.  Single neuron recording: progress towards high-throughput analysis.

Authors:  Andrew Alegria; Amey Joshi; Jacob O'Brien; Suhasa B Kodandaramaiah
Journal:  Bioelectron Med (Lond)       Date:  2020-09-17

Review 4.  Measuring Absolute Membrane Potential Across Space and Time.

Authors:  Julia R Lazzari-Dean; Anneliese M M Gest; Evan W Miller
Journal:  Annu Rev Biophys       Date:  2021-03-02       Impact factor: 12.981

Review 5.  Advances in 3D neuronal microphysiological systems: towards a functional nervous system on a chip.

Authors:  Wesley A Anderson; Alexander Bosak; Helena T Hogberg; Thomas Hartung; Michael J Moore
Journal:  In Vitro Cell Dev Biol Anim       Date:  2021-01-12       Impact factor: 2.416

6.  Machine Learning-Based Pipette Positional Correction for Automatic Patch Clamp In Vitro.

Authors:  Mercedes M Gonzalez; Colby F Lewallen; Mighten C Yip; Craig R Forest
Journal:  eNeuro       Date:  2021-07-26
  6 in total

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