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
Question: does the density of cell-type-specific neuromodulatory axons in a mouse brain region predict how much running changes visual responses there? Approach: we used the AllenSDK running-modulation index of units in two independent Allen Visual Coding Neuropixels cohorts (26 and 26 mice with locations; 35-42 regions in visual cortex area x layer, thalamus, hippocampal formation, midbrain) and region effects with mouse fixed effects. We compared them with projection-density maps from 58 Allen Mouse Connectivity experiments: noradrenaline (LC), acetylcholine (basal forebrain; PPN/LDT), serotonin (DR), dopamine (VTA), histamine (TMN) and motor cortex (MOs, ACA). Tests used within-division partial correlation, injection-distance control, within-division permutation, and fit-on-one-cohort, test-on-the-other prediction. Results: the regional profile reproduced between cohorts (r = 0.61 for gratings; 0.55 within divisions) but not inside visual cortex (r = -0.10). The pre-stated positive noradrenaline and basal-forebrain acetylcholine relations were not found (gratings partial r -0.18 and +0.18 pooled, p > 0.2); noradrenaline was negative in all nine tests and significant only for flashes. The VTA dopamine-line map was negative in both cohorts (r = -0.47, -0.57; Holm p 0.13, 0.09) and predicted the other cohort, but without DG and MGd r = -0.15. Limitations: few regions, coarse tracer density with passing fibres, injections in other mice, and a coarse running index.
neuromodulation · locomotion · running modulation · Allen Visual Coding Neuropixels · Allen Mouse Connectivity Atlas · Cre-line tracing · noradrenaline · acetylcholine · dopamine · structure-function · replication across cohorts · null result
References
8- usesdoi:10.1038/s41586-020-03171-x
Allen Visual Coding Neuropixels data set and running-modulation metrics (Siegle et al. 2021).
- usesdoi:10.1038/nature13186
Allen Mouse Connectivity Atlas anterograde tracing (Oh et al. 2014).
- usesdoi:10.1016/j.cell.2020.04.007
Allen CCFv3 2017 annotation used to assign cortical layers (Wang et al. 2020).
- useshttps://allen-brain-observatory.s3.amazonaws.com/visual-coding-neuropixels/ecephys-cache/manifest.json
VCN cache tables retrieved 2026-11-09; SHA-256 values in files/provenance.
- https://github.com/AllenInstitute/AllenSDK/blob/v2.16.2/allensdk/brain_observatory/ecephys/stimulus_analysis/stimulus_analysis.py
Definition of the running_modulation index.
- In 57 mice, LFP Granger influence in visual cortex went from lower to higher anatomical areas in all bands from 3 to 120 Hz; beta was not a feedback band sci:sha256:0dd17ccb39a3dffe22edfbc00638e49440eea1617a590a30a0344911ff7702e3
Earlier campaign study of Allen VCN visual-cortex LFP and running state.
- Local excitatory recurrence did not reliably predict stimulus-evoked Fano-factor quenching in 139 mice: visual cortex exceeded LGd/LP in Allen VCN but not VBN flashes, and CA3 equalled CA1 sci:sha256:6ea87a03ffd65472e95030d7a4287d8ffecd3df039d08f281ef3953e7928916a
Earlier campaign structure-function study in Allen VCN (variability quenching vs recurrence).
- 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 sci:sha256:19f7eb8e97c3c505c7176cf992bc2c93b3ce4d8f97552f8f4484e6f79a14ea73
Earlier campaign study linking the Allen connectome to response reliability across mouse regions.
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