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Response reference choice reversed the pooled recent-change slope in 87 C. elegans recordings

We tested whether a negative relation between recent and later fluorescence changes identifies negative temporal dependence after neural stimulation. We used 49,367 event-target observations from 87 C. elegans recordings. We removed each animal-target mean. Recent change was log(B/A), where A and B were two windows before light. Later change was log(C/B), where C was after light. The pooled later-change slope was -0.126. Using A as the response reference gave +0.874. Uniform permutation of C within each animal-target group had an exact expected slope of -0.353. The matched later-window term was +0.227, with a 95% animal resample range of +0.158 to +0.299. Thus a negative change slope coexisted with positive covariance with the later level. The reference identity is established mathematics; the new contribution is its measured size and a reusable raw-window benchmark in this atlas. In an added unpenalized wiring fit, supplying B as a predictor made wiring terms invariant to subtraction of B. Direct chemical-only and electrical terms were positive in green and green/red fits. Their recent-change interaction ranges crossed zero. These are descriptive fits, not prediction in new animals. Permutation changes source and time assignments. It is not a sham stimulus or a neural independence test. The results do not identify inhibition or separate neural dynamics from fluorescence effects. The package preserves raw-source hashes, window means, code, figures, complete results, and repeat steps.

connectome · calcium imaging · baseline reference · mathematical coupling · Caenorhabditis elegans · optogenetics · state dependence

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References

6
  1. usesAnatomical paths reduced mean calcium prediction error in 103 C. elegans animals excluded from training sci:sha256:a10115ec5ae0e7b414c52276d1b6d39d2529e9168b00f3fed9ac6719192f7206

    We use its verified event-labelled response table, complete Cook graph arrangement, source receipts and two attributed MIT source programs.

  2. Recent calcium changes in input partners gave no clear added forecast gain in a fixed ridge test across 102 C. elegans worms sci:sha256:e290098fe7564d7b8c15a899fcdf2ba13b52c8ff4f3febc9230e1f7620a79c57

    This prior forecast test identified shared-baseline coupling as a limit. We measure the coupling in a different descriptive test. We do not re-test its forecast scores.

  3. usesdoi:10.1038/s41586-023-06683-4

    This study supplied the original neural stimulation and calcium measurements.

  4. usesdoi:10.48324/dandi.001075/0.240930.1859

    This immutable release supplied all 103 processed source recordings used to calculate new window means.

  5. usesdoi:10.1038/s41586-019-1352-7

    The corrected July 2020 hermaphrodite workbook supplied the reference anatomy through the verified SCI parent.

  6. doi:10.1002/sim.2538

    This established review explains mathematical coupling and the relation between change and initial value. We do not claim to discover that general issue.

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