Miniature microscopes for large-scale imaging of neuronal activity in freely behaving rodents

https://doi.org/10.1016/j.conb.2015.04.001Get rights and content

Highlights

  • We discuss the use of the miniature fluorescence microscopes in neuroscience.

  • The recent development of the integrated microscope allows large-scale, longitudinal, and cell-type specific Ca2+ imaging in freely behaving mice.

  • We propose that the integrated microscope enables new types of neuroscience studies.

Recording neuronal activity in behaving subjects has been instrumental in studying how information is represented and processed by the brain. Recent advances in optical imaging and bioengineering have converged to enable time-lapse, cell-type specific recordings of neuronal activities from large neuronal populations in deep-brain structures of freely behaving rodents. We will highlight these advancements, with an emphasis on miniaturized integrated microscopy for large-scale imaging in freely behaving mice. This technology potentially enables studies that were difficult to perform using previous generation imaging and current electrophysiological techniques. These studies include longitudinal and population-level analyses of neuronal representations associated with different types of naturalistic behaviors and cognitive or emotional processes.

Introduction

A major approach in investigating how neurons process information and bring about behavior has been to record neuronal activity in intact brains of awake and behaving animals, and correlate the recorded neuronal activities to specific behaviors, sensory inputs, and cognitive processes. Extracellular electrophysiological recordings have been the technique of choice for such studies, yielding over the last several decades numerous seminal discoveries, such as spatial representation by place cells and grid cells [1, 2]. With improved recording techniques, neuroscientists can now record from larger neuronal populations rather than from a few individual neurons. Dense recordings using multi-tetrode arrays or silicon probes enable the recordings of tens to hundreds of neurons simultaneously in freely behaving rodents [3, 4, 5, 6]. Such recordings allow investigators to adopt a population-level perspective to the data analysis [7, 8] and address questions that could not be addressed from the recordings of small numbers of individual cells. For example, in the hippocampus, dense electrophysiological recordings led to the discoveries of cell assemblies whose activity is synchronized over timescales of tens of milliseconds [9], and that sequential reactivations of multiple individual place cells follow previously traversed paths [10], or predict future paths to remembered goals [11]. Recordings from a large enough population were essential in making these discoveries.

However, many important dynamic aspects cannot be obtained by dense recordings as electrophysiological recordings are inherently technically limited. For instance, the spacing between electrodes in dense recordings limits the mapping of fine spatial/anatomical organization of neurons within a circuit and their relationship to the recorded coding dynamics. Electrophysiology only allows for subset differentiation based on waveform shapes, making it difficult to determine the differential contribution of different neuronal cell types within the sampled population to the observed dynamics. Chronic electrophysiological recordings are difficult to do on the same populations of individual cells for more than ∼2 days, making assessment of coding stability and plasticity over longer timescales difficult [12]. In addition, the recording of activities from cellular structures such as dendrites, spines and axons in behaving rodents cannot be performed using electrophysiology. In recent years, fluorescence microscopy techniques emerged as complementary neural recording activity approaches, facilitating the investigation of dynamic aspects that are difficult to investigate using electrophysiology. These approaches are based on different fluorescence imaging modalities, namely one-photon or two-photon microscopy, with the experiments typically done either under head fixation or freely behaving conditions.

Section snippets

Miniaturized head mounted microscope for freely behaving animals

Microscopy's historic role in neuroscience has been to elucidate structure, which in turn helped infer function. Over the last decades, microscopy techniques have evolved as tools for studying neural dynamics in live animals [13, 14, 15], and more recently as tools for recording neuronal activity in awake or behaving animals, particularly rodents [16, 17•, 18, 19, 20••, 21, 22••, 23••, 24••, 25, 26, 27]. The idea of imaging neuronal activity in freely behaving rodents is not new, and pioneering

Comparison of integrated microscope imaging with two-photon microscopy in head-fixed mice

Two-photon imaging in awake head-restrained rodents [17•, 18, 19, 20••, 21, 33] has gained popularity in recent years. This approach allows optical sectioning and cellular resolution imaging in depths of hundreds of micrometers (in some cases up to 1 mm) beneath the objective's surface, reaching both superficial and deep layers of the mouse neocortex [34, 35]. Comparatively, the integrated microscope is a one photon microscope with a typical optical penetration depth of only ∼150 μm beneath the

Integrated microscopy dissemination across neuroscience fields

Several different designs of one-photon and two-photon fiberscopes, suitable for Ca2+ imaging in freely behaving rodents, have been published [22••, 25, 28••]. However, very few labs have availed themselves of these technologies. The reasons for this include the bulky, expensive bench-top nature of the imaging systems, and the lack of prior experience necessary for assembling optical instrumentation. The integrated microscope's small size, portability without a need for optical alignment,

Conclusion

The integrated microscope represents a new class of devices for large-scale recordings of neuronal activity in freely behaving animals. Its current design allows a much-needed capacity for high-speed imaging in large neuronal populations, in addition to portability, ease of use, and relatively low cost. The large scale Ca2+ imaging data obtained using this system offers unprecedented statistical power, which may help uncover types of coding dynamics that have remained hidden in previous studies

Conflict of interest statement

Kunal Ghosh is the founder and CEO of Inscopix Inc., the company that commercializes the miniature integrated microscope technology. Kunal Ghosh and Yaniv Ziv have ownership interests at Inscopix Inc.

References and recommended reading

Papers of particular interest, published within the period of review, have been highlighted as:

  • • of special interest

  • •• of outstanding interest

Acknowledgments

Yaniv Ziv is incumbent of the Daniel E. Koshland SR. career development chair, and supported by grants from the Israel Science Foundation, an ERC starting grant and the EU Marie Curie Career Integration Grant. We thank Nitzan Geva for figure contributions and Drs. Ofer Yizhar and Alon Rubin for helpful comments on the manuscript.

References (61)

  • T. Hafting et al.

    Microstructure of a spatial map in the entorhinal cortex

    Nature

    (2005)
  • G. Buzsaki

    Large-scale recording of neuronal ensembles

    Nat Neurosci

    (2004)
  • J. Csicsvari et al.

    Massively parallel recording of unit and local field potentials with silicon-based electrodes

    J Neurophysiol

    (2003)
  • D. Dupret et al.

    The reorganization and reactivation of hippocampal maps predict spatial memory performance

    Nat Neurosci

    (2010)
  • H. Stensola et al.

    The entorhinal grid map is discretized

    Nature

    (2012)
  • S. Panzeri et al.

    On decoding the responses of a population of neurons from short time windows

    Neural Comput

    (1999)
  • E.N. Brown et al.

    A statistical paradigm for neural spike train decoding applied to position prediction from ensemble firing patterns of rat hippocampal place cells

    J Neurosci: Off J Soc Neurosci

    (1998)
  • K.D. Harris et al.

    Organization of cell assemblies in the hippocampus

    Nature

    (2003)
  • D.J. Foster et al.

    Reverse replay of behavioural sequences in hippocampal place cells during the awake state

    Nature

    (2006)
  • B.E. Pfeiffer et al.

    Hippocampal place-cell sequences depict future paths to remembered goals

    Nature

    (2013)
  • C. Kentros

    Hippocampal place cells: the “where” of episodic memory?

    Hippocampus

    (2006)
  • K. Svoboda et al.

    In vivo dendritic calcium dynamics in neocortical pyramidal neurons

    Nature

    (1997)
  • D. Sharon et al.

    Dynamics and constancy in cortical spatiotemporal patterns of orientation processing

    Science

    (2002)
  • K. Ohki et al.

    Functional imaging with cellular resolution reveals precise micro-architecture in visual cortex

    Nature

    (2005)
  • D.S. Greenberg et al.

    Population imaging of ongoing neuronal activity in the visual cortex of awake rats

    Nat Neurosci

    (2008)
  • B.B. Scott et al.

    Cellular resolution functional imaging in behaving rats using voluntary head restraint

    Neuron

    (2013)
  • D.A. Dombeck et al.

    Functional imaging of hippocampal place cells at cellular resolution during virtual navigation

    Nat Neurosci

    (2010)
  • J.L. Chen et al.

    Behaviour-dependent recruitment of long-range projection neurons in somatosensory cortex

    Nature

    (2013)
  • F. Helmchen et al.

    A miniature head-mounted two-photon microscope. high-resolution brain imaging in freely moving animals

    Neuron

    (2001)
  • K.K. Ghosh et al.

    Miniaturized integration of a fluorescence microscope

    Nat Methods

    (2011)
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