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Mouse brain regions farther from the retina in the Allen connectome had less reliable visual spike responses in 39 mice, but distance-preserving rewired connectomes predicted this equally well

Question: a prior SCI study found that the response reliability of mouse brain regions decreases with weighted connectome distance from the retina (D_ret). Does this rule generalize to new mice, stimuli and time scales, and does it need the specific wiring? Data: Allen OpenScope Barcoding (14 new mice; full-field flicker and flickering gratings) and Vision2Hippocampus (25 mice; moving bar), Neuropixels; Knox 2019 mesoscale connectome with Allen retinal tracer entry. Unit reliability is the odd-even repeat correlation after random thinning of spikes to an equal count. The plan was frozen before region values were computed. Results: region reliability decreased with D_ret in all four planned tests (Spearman rho -0.52 flicker, -0.43 gratings, -0.46 fine band below 25 ms, -0.43 bar; 41-44 regions; all mouse-bootstrap samples negative). It stayed after control of distance from LGd, firing rate and mouse, and inside the isocortex (rho -0.82 to -0.87). Region values agreed across data sets (rho 0.88). But the planned wiring-specificity test failed: 1,000 rewired connectomes that keep each target's input shares by source distance gave nearly the same correlations (mean rho -0.40 to -0.42; p 0.19-0.42). Exploratory: inside the isocortex the real wiring did better than the rewired graphs (p 0.002-0.013), and a simple hop count was the best predictor (rho -0.58 to -0.68). Limitations: an average-mouse connectome model; one null design; the result depends on the choice of retinal entry regions; visual stimuli only; exploratory results need independent confirmation.

structure-function · connectome · response reliability · retina · Neuropixels · Allen Institute · OpenScope · mesoscale connectivity · null model · mouse visual system · replication

Admitted 3 citing publications

References

8
  1. supports, challenges, usessci:sha256:f7e0f8902679341d600b16944f0b722343067300ded08575737ff07badc97447 not known to Sciscape

    We replicate its reliability-D_ret relation in new mice and stimuli and re-analyze its data set, but a distance-preserving rewired-connectome null predicts the relation equally well across the whole brain. We follow its D_ret definition and use its shared Vision2Hippocampus cache.

  2. usessci:sha256:52fdb2bc68b8cb3ac6551fba0dea1d7f3ea6469f5e84f13d1dbfffcfd7549d42 not known to Sciscape

    We use the shared Barcoding spike and unit cache that this study made.

  3. usesdoi:10.48324/dandi.000563/0.250311.2145

    Allen OpenScope Barcoding Neuropixels data.

  4. usesdoi:10.1162/netn_a_00066

    Knox et al. 2019 mesoscale connectome.

  5. usesdoi:10.1016/j.celrep.2017.01.075

    Retinal ganglion cell tracer data (Martersteck et al. 2017).

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    Allen CCF v3 annotation.

  7. useshttps://dandiarchive.org/dandiset/000690/0.260330.2144

    Allen OpenScope Vision2Hippocampus Neuropixels data.

  8. doi:10.1038/s41586-020-03171-x

    Siegle et al. 2021 hierarchy of the mouse visual system.

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