Unveiling the functional connectivity of astrocytic networks with AstroNet, a graph reconstruction algorithm coupled to image processing

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Abstract

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  1. However, to further investigate how the functional astrocytic networks obtained by AstroNetdiffer from the quantification of physical connections made by diffusion through gap junc-tions, we use a pipette filled with biocytin.

    How would you predict that pharmacological or genetic manipulation of gap junctions affect the connectivity networks? Have you tested this experimentally?

  2. AstroNet pipeline.

    Regarding co-activation on short (second-long) timescales, I'm wondering how you square this with our recent work (https://doi.org/10.1038/s41586-024-07311-5) showing that subcellular activity in astrocytes percolates through the gap junctionally coupled network on the order of minutes, and other astrocyte research showing much longer timescales of activity.

  3. From each active astrocyte ROI, we extracted the individual fluorescence time-series.

    For this analysis, it seems that all the calcium activity in an individual astrocyte is grouped together to generate the time-series data. If this is the case, how is the subcellular activity that characterizes these astrocytes accounted for, and how might that affect the findings here?