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

Author

Listed:
  • Kenichi Ohki

    (Harvard Medical School)

  • Sooyoung Chung

    (Harvard Medical School)

  • Yeang H. Ch'ng

    (Harvard Medical School)

  • Prakash Kara

    (Harvard Medical School)

  • R. Clay Reid

    (Harvard Medical School)

Abstract

Neurons in the cerebral cortex are organized into anatomical columns, with ensembles of cells arranged from the surface to the white matter. Within a column, neurons often share functional properties, such as selectivity for stimulus orientation; columns with distinct properties, such as different preferred orientations, tile the cortical surface in orderly patterns. This functional architecture was discovered with the relatively sparse sampling of microelectrode recordings. Optical imaging of membrane voltage or metabolic activity elucidated the overall geometry of functional maps, but is averaged over many cells (resolution >100 µm). Consequently, the purity of functional domains and the precision of the borders between them could not be resolved. Here, we labelled thousands of neurons of the visual cortex with a calcium-sensitive indicator in vivo. We then imaged the activity of neuronal populations at single-cell resolution with two-photon microscopy up to a depth of 400 µm. In rat primary visual cortex, neurons had robust orientation selectivity but there was no discernible local structure; neighbouring neurons often responded to different orientations. In area 18 of cat visual cortex, functional maps were organized at a fine scale. Neurons with opposite preferences for stimulus direction were segregated with extraordinary spatial precision in three dimensions, with columnar borders one to two cells wide. These results indicate that cortical maps can be built with single-cell precision.

Suggested Citation

  • Kenichi Ohki & Sooyoung Chung & Yeang H. Ch'ng & Prakash Kara & R. Clay Reid, 2005. "Functional imaging with cellular resolution reveals precise micro-architecture in visual cortex," Nature, Nature, vol. 433(7026), pages 597-603, February.
  • Handle: RePEc:nat:nature:v:433:y:2005:i:7026:d:10.1038_nature03274
    DOI: 10.1038/nature03274
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    Cited by:

    1. Meng Wang & Ke Liu & Junxia Pan & Jialin Li & Pei Sun & Yongsheng Zhang & Longhui Li & Wenyan Guo & Qianqian Xin & Zhikai Zhao & Yurong Liu & Zhenqiao Zhou & Jing Lyu & Ting Zheng & Yunyun Han & Chunq, 2022. "Brain-wide projection reconstruction of single functionally defined neurons," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    2. Sichen Tao & Yuki Todo & Zheng Tang & Bin Li & Zhiming Zhang & Riku Inoue, 2022. "A Novel Artificial Visual System for Motion Direction Detection in Grayscale Images," Mathematics, MDPI, vol. 10(16), pages 1-32, August.
    3. Haleigh N. Mulholland & Matthias Kaschube & Gordon B. Smith, 2024. "Self-organization of modular activity in immature cortical networks," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    4. Elaine Tring & Konnie K. Duan & Dario L. Ringach, 2022. "ON/OFF domains shape receptive field structure in mouse visual cortex," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    5. Dominic J. Vita & Fernanda S. Orsi & Nathan G. Stanko & Natalie A. Clark & Alexandre Tiriac, 2024. "Development and organization of the retinal orientation selectivity map," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    6. Joel Bauer & Uwe Lewin & Elizabeth Herbert & Julijana Gjorgjieva & Carl E. Schoonover & Andrew J. P. Fink & Tobias Rose & Tobias Bonhoeffer & Mark Hübener, 2024. "Sensory experience steers representational drift in mouse visual cortex," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    7. Luca Sità & Marco Brondi & Pedro Lagomarsino de Leon Roig & Sebastiano Curreli & Mariangela Panniello & Dania Vecchia & Tommaso Fellin, 2022. "A deep-learning approach for online cell identification and trace extraction in functional two-photon calcium imaging," Nature Communications, Nature, vol. 13(1), pages 1-22, December.
    8. Yajie Liang & Rongwen Lu & Katharine Borges & Na Ji, 2023. "Stimulus edges induce orientation tuning in superior colliculus," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    9. Javier G. Orlandi & Mohammad Abdolrahmani & Ryo Aoki & Dmitry R. Lyamzin & Andrea Benucci, 2023. "Distributed context-dependent choice information in mouse posterior cortex," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    10. Lars Reichl & Dominik Heide & Siegrid Löwel & Justin C Crowley & Matthias Kaschube & Fred Wolf, 2012. "Coordinated Optimization of Visual Cortical Maps (I) Symmetry-based Analysis," PLOS Computational Biology, Public Library of Science, vol. 8(11), pages 1-24, November.
    11. James Trousdale & Yu Hu & Eric Shea-Brown & Krešimir Josić, 2012. "Impact of Network Structure and Cellular Response on Spike Time Correlations," PLOS Computational Biology, Public Library of Science, vol. 8(3), pages 1-15, March.
    12. Yulin Shi & Zoran Nenadic & Xiangmin Xu, 2010. "Novel Use of Matched Filtering for Synaptic Event Detection and Extraction," PLOS ONE, Public Library of Science, vol. 5(11), pages 1-15, November.
    13. Jimin Wu & Yuzhi Chen & Ashok Veeraraghavan & Eyal Seidemann & Jacob T. Robinson, 2024. "Mesoscopic calcium imaging in a head-unrestrained male non-human primate using a lensless microscope," Nature Communications, Nature, vol. 15(1), pages 1-14, December.

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