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In 47 IBL mice, tracer-weighted cortical timescales predicted a small, specific part of the mouse striatal timescale map (ρ = 0.24), but striatal position predicted five times more variance

Question: do mouse striatal neurons get their intrinsic timescale from the cortical areas that send input to them? Approach: we used spontaneous-activity timescales (iSTTC fits, Gülenç et al. 2026) of 6,660 striatal units from 82 International Brain Laboratory probes in 47 mice and 12 labs, and of 16,705 cortical units. For each 100 µm striatal voxel, we calculated the input share of 42 cortical areas from 494 Allen tracer injections. The predicted timescale is the input-weighted mean of cortical area timescales, with the test mouse removed from the cortical map. We compared the real map with 2,000 surrogate cortical maps that keep its spatial autocorrelation. We repeated the test with our own fits of 1,952 good units, and we used task signals of 3,263 good units as a positive control. Results: predicted and measured striatal timescales correlated (Spearman ρ = 0.24, mouse-bootstrap 95% interval 0.09 to 0.35, surrogate p = 0.0015; within labs 0.18, p = 0.013). The mixed-model slope was 0.98 ± 0.09. The result held with disjoint halves of mice (mean ρ = 0.22, p = 0.006) and with cortical units only from probes that did not enter the striatum (ρ = 0.20; within sessions 0.18, p = 0.008). Of eight cortical maps, the timescale map gave the highest positive correlation; the thalamic input map gave ρ = −0.15. Wide-waveform units gave ρ = 0.30. But the prediction explained only 1.9% of unit variance in held-out mice, while a cubic function of position explained 10.5%, also in held-out labs. Measured timescales became shorter away from the midline two times faster than predicted, and the fast-spiking unit fraction did not explain this. Our own fits gave the same sign (ρ = 0.15 to 0.22) but did not pass the surrogate test. In the positive control, reward-versus-error selectivity followed the cortical feedback-decoding map (ρ = 0.18, p = 0.003; within sessions 0.07, p = 0.013); movement and choice signals followed their maps weakly. Limitations: cortical area timescales had low split-half reliability between mice (ρ = 0.36); input-weighted maps vary mainly along one medial-lateral axis, so the test has little power inside one probe; tracer data and recordings come from different mice.

striatum · intrinsic timescales · corticostriatal projections · International Brain Laboratory · Allen Mouse Brain Connectivity Atlas · Neuropixels · structure-function · spatial null models · Moran spectral randomization · mouse

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References

13
  1. usesdoi:10.5281/zenodo.21257745

    Per-unit iSTTC intrinsic timescales of IBL units (CC BY 4.0) are the primary striatal targets and the cortical source values.

  2. usesdoi:10.1038/s41586-025-09235-0

    IBL brain-wide map: spikes, trials and region decoding scores (region_info.csv) for the striatal task signals and cortical task maps.

  3. usesdoi:10.6084/m9.figshare.21400815

    IBL brain-wide map data release used through the public ONE database.

  4. usesdoi:10.1038/nature13186

    Allen Mouse Brain Connectivity Atlas projection grids give the corticostriatal and thalamostriatal input shares.

  5. usesdoi:10.1038/s41586-019-1716-z

    Cre-line projection classes and the extra Cre-line injections of the Allen connectivity data.

  6. usesdoi:10.1016/j.cell.2020.04.007

    CCF v3 annotation for striatal and cortical voxels.

  7. doi:10.1101/2025.08.30.673281

    Brain-wide single-neuron timescales from IBL data; did not test striatal timescales against cortical inputs.

  8. supportsdoi:10.1073/pnas.2415695121

    Rat basal ganglia timescales covaried with cortical timescales and thalamic timescales did not; our within-striatum, input-weighted mouse test agrees in direction but finds a small effect.

  9. supportsdoi:10.1038/s41586-020-03166-8

    Striatal activity follows topographically associated cortex; our task-signal positive control agrees for feedback, movement and choice signals.

  10. doi:10.1038/nn.3862

    Definition and fitting rule of intrinsic timescales; cortical timescale hierarchy.

  11. doi:10.7554/eLife.19103

    Corticostriatal input topography.

  12. doi:10.1038/nn.4332

    Corticostriatal projectome.

  13. usesdoi:10.1111/2041-210X.12407

    Moran spectral randomization for spatially autocorrelated surrogate maps.

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