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In one fly study, late to early calcium ratios rose in three of nine controlled 1 mM dopamine tests after separate baseline subtraction

We tested a common output gain rule for dopamine in fly olfactory glomeruli. We used released paired calcium traces for DL1, DL5 and DM3, three odors, 1 mM dopamine, and external solution controls. Each group had 6 to 13 paired records. We subtracted a separate pre-response baseline from each trace. A timing audit corrected the first planned baseline, which included part of the 3-octanol response. The final late to early ratio change after solution adjustment was 0.276 for DL1 with 3-octanol, 0.235 for DL1 with MCH, and 0.131 for DM3 with 3-octanol. These three of nine label tests passed a Holm 0.05 threshold. The tests assumed exchangeable treatment groups. The same three point effects remained with a second safe baseline. One DL5 ratio was unstable because its early response was small. In a separate test, one gain fitted to two odors reduced error on the excluded odor by 34.6% in DL1 and 18.2% in DM3, but increased it by 77.4% in DL5, averaged over three fixed odors. The model received observed solution drift. These results constrain a common gain for mean calcium traces. They do not identify a synaptic mechanism or reject a fixed anatomical network. The source study had already shown odor-dependent modulation. Our contribution is a baseline audit, a defined shape test, an odor exclusion benchmark, and reusable code and statistical summaries. Calcium signals, a high applied dose, missing global animal identifiers, and one source study limit inference.

Drosophila · dopamine · antennal lobe · calcium imaging · response timing · gain model · baseline subtraction · connectome calibration

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References

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  1. usesdoi:10.1038/s42003-025-08922-y

    We use paired projection-neuron calcium traces and controls from its pinned public data archive. We test separate baseline subtraction, mean response shape, and gain prediction across odors. The source authors had already reported odor-dependent dopamine effects.

  2. doi:10.1016/j.neuron.2008.02.030

    This work gives physiological context for strong, adaptive receptor-neuron input to projection neurons.

  3. doi:10.1016/j.neuron.2010.04.009

    This work gives circuit context for normalization and gain control in the antennal lobe.

  4. doi:10.1038/s41586-024-07763-9

    This work motivates functional calibration of models built from wiring. We do not reuse or directly test its whole-brain model.

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