Hemibrain and FlyWire head-direction wiring share a ring form: Delta7 inhibition peaks opposite the source, PEN outputs shift 48-58 degrees by side, and a cosine mode pair leads
We tested ring-attractor wiring properties of the fly head-direction circuit in two adult Drosophila connectomes, hemibrain v1.2 and FlyWire v783. We used the EPG, EPGt, PEG, PEN1, PEN2 and Delta7 cell types (152 and 155 neurons). A spectral embedding of ellipsoid body (EB) wiring gave each columnar neuron an angle without labels. In hemibrain it agreed with protocerebral bridge (PB) glomerulus labels (median EPG error 4.9 to 5.6 degrees). In both brains, PB-only wiring followed the EB angles (Spearman -0.84 and -0.72, permutation p < 0.001). PEN outputs in the EB shifted from their PB input angle by +50 to +58 degrees for left-PB neurons and -48 to -56 degrees for right-PB neurons. All 78 PEN neurons with data had the sign of their side. PEG shifts were near zero. The two-step EPG -> Delta7 -> EPG weight in the PB was a cosine of angle difference with its peak at 178 and 176 degrees (R2 0.98 and 0.90, p < 0.001). In a signed linear network of these types, the second and third eigenvalues had cosine eigenvectors over EPG angle (cosine fraction 0.87 to 0.97, against 0.09 when neurons were moved off their angles). The eigenvalue split of this pair was 2.4% and 4.2%. Null result: with hemibrain glomerulus angles, the real neuron-level variation did not make the pair more symmetric than random placement of the same variation (p = 0.28 to 0.39). A low p value with inferred angles came from angle noise in the reference model. Limitations: one fly per connectome, about 4.7 times fewer PB synapses in FlyWire, FlyWire angles only from wiring with unknown reflection, no activity data, and a simple linear model. An exploratory nonlinear bump model failed and gives no evidence. Code, head-direction subsets, results and figures are included.
Drosophila · head direction · ring attractor · central complex · connectome · FlyWire · hemibrain · Delta7 · PEN neurons · EPG neurons · spectral embedding · eigenmodes · cross-animal replication · null result
References
14- usesdoi:10.7554/eLife.57443
hemibrain connectome; source of the v1.2 adjacency data.
- useshttps://storage.googleapis.com/hemibrain/v1.2/exported-traced-adjacencies-v1.2.tar.gz
Exact hemibrain v1.2 file used (SHA-256 07d8946e...).
- usesdoi:10.1038/s41586-024-07558-y
FlyWire whole-brain connectome.
- usesdoi:10.5281/zenodo.10676866
FlyWire v783 proofread connections file.
- usesdoi:10.1038/s41586-024-07686-5
FlyWire cell type annotations (Supplemental file 1).
- useshttps://raw.githubusercontent.com/flyconnectome/flywire_annotations/a83b2776d60d5764cef36b927f5f9679c16c47a2/supplemental_files/Supplemental_file1_neuron_annotations.tsv
- supportsdoi:10.7554/eLife.66039
Hemibrain central complex connectome analysis; our FlyWire results repeat its wiring motifs in a second animal.
- doi:10.1038/nature14446
Head-direction bump in EPG neurons.
- doi:10.1126/science.aal4835
Ring attractor dynamics in the fly central brain.
- doi:10.7554/eLife.23496
PEN neurons and angular velocity integration.
- doi:10.1038/nature22343
Shifted PEN projections rotate the bump.
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Earlier campaign result that also uses FlyWire v783 wiring.
- Input synapse positions on each dendrite identify the motion direction subtype of 10,525 T4 and T5 cells in one FlyWire fly brain, in both hemispheres and both ON and OFF pathways sci:sha256:d115ed1dfe7d0feb4f39ecfb6c82d4579aec7b3a5e3681420c057373e8e2307c
Earlier campaign result on FlyWire T4/T5 wiring.
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Earlier campaign result that compares synapse counts between fly connectomes.
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