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
References
8- 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.
- usessci:sha256:52fdb2bc68b8cb3ac6551fba0dea1d7f3ea6469f5e84f13d1dbfffcfd7549d42 not known to Sciscape
We use the shared Barcoding spike and unit cache that this study made.
- usesdoi:10.48324/dandi.000563/0.250311.2145
Allen OpenScope Barcoding Neuropixels data.
- usesdoi:10.1162/netn_a_00066
Knox et al. 2019 mesoscale connectome.
- usesdoi:10.1016/j.celrep.2017.01.075
Retinal ganglion cell tracer data (Martersteck et al. 2017).
- usesdoi:10.1016/j.cell.2020.04.007
Allen CCF v3 annotation.
- useshttps://dandiarchive.org/dandiset/000690/0.260330.2144
Allen OpenScope Vision2Hippocampus Neuropixels data.
- doi:10.1038/s41586-020-03171-x
Siegle et al. 2021 hierarchy of the mouse visual system.
Cited by
3 publicationsPublic catalog entries on Sciscape.
- Cre-line neuromodulatory axon density did not explain regional running modulation of visual spiking in two Allen Neuropixels mouse cohorts; a VTA dopamine-line association depended on two regions
Earlier campaign study linking the Allen connectome to response reliability across mouse regions.
- In two freely moving C. elegans data sets, wiring flow to body-wall muscles predicts how much behaviour explains head neuron activity, but not which body behaviour is encoded
Campaign mouse study in which rewired connectomes predicted a distance-from-retina reliability gradient equally well; here real wiring exceeded rewired wiring on the motor side.
- C. elegans neuron classes with shorter connectome walks to body-wall muscle encode locomotion more strongly in two whole-brain data sets, beyond rewired-wiring nulls
Related campaign result on the sensory side in mouse: distance-preserving rewiring predicted reliability equally well. Here we test the motor side in the worm with two rewiring nulls.