Common modular architecture across diverse cortical areas in early development

Author:

Powell Nathaniel J.1ORCID,Hein Bettina2,Kong Deyue345ORCID,Elpelt Jonas34ORCID,Mulholland Haleigh N.1ORCID,Kaschube Matthias34ORCID,Smith Gordon B.1ORCID

Affiliation:

1. Optical Imaging and Brain Sciences Medical Discovery Team, Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455

2. Center for Theoretical Neuroscience, Zuckerman Institute, Columbia University, New York, NY 10027

3. Frankfurt Institute for Advanced Studies, Frankfurt am Main 60438, Germany

4. Department of Computer Science and Mathematics, Goethe University, Frankfurt am Main 60629, Germany

5. International Max Planck Research School for Neural Circuits, Frankfurt am Main 60438, Germany

Abstract

In order to deal with a complex environment, animals form a diverse range of neural representations that vary across cortical areas, ranging from largely unimodal sensory input to higher-order representations of goals, outcomes, and motivation. The developmental origin of this diversity is currently unclear, as representations could arise through processes that are already area-specific from the earliest developmental stages or alternatively, they could emerge from an initially common functional organization shared across areas. Here, we use spontaneous activity recorded with two-photon and widefield calcium imaging to reveal the functional organization across the early developing cortex in ferrets, a species with a well-characterized columnar organization and modular structure of spontaneous activity in the visual cortex. We find that in animals 7 to 14 d prior to eye-opening and ear canal opening, spontaneous activity in both sensory areas (auditory and somatosensory cortex, A1 and S1, respectively), and association areas (posterior parietal and prefrontal cortex, PPC and PFC, respectively) showed an organized and modular structure that is highly similar to the organization in V1. In all cortical areas, this modular activity was distributed across the cortical surface, forming functional networks that exhibit millimeter-scale correlations. Moreover, this modular structure was evident in highly coherent spontaneous activity at the cellular level, with strong correlations among local populations of neurons apparent in all cortical areas examined. Together, our results demonstrate a common distributed and modular organization across the cortex during early development, suggesting that diverse cortical representations develop initially according to similar design principles.

Funder

HHS | NIH | National Eye Institute

National Science Foundation

Whitehall Foundation

Bundesministerium für Bildung und Forschung

Publisher

Proceedings of the National Academy of Sciences

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