Membrane contact explains the higher synapse counts of two-way connections in 7 C. elegans nerve rings; in 2 fly connectomes a 1.2 to 1.3 fold excess stays after coarse controls
Question: are two-way (reciprocal) connections stronger than one-way connections only because large neurons and neurons that touch more make more synapses in both directions? Approach: we fit log synapse count on a two-way indicator with presynaptic and postsynaptic neuron fixed effects and dyadic-robust errors. We added membrane contact area (7 C. elegans nerve rings from Witvliet et al. 2021), cell-type pairs, dominant neuropil and a neuropil-overlap proxy (FlyWire v783 and hemibrain v1.2). Results: in the worm, two-way connections had 1.22 times more synapses with neuron effects only (pooled 95% CI 1.17 to 1.27). Two-way pairs had 2.08 times more contact. With contact as a control, the ratio was 0.95 (0.91 to 0.99), and all 7 animals from birth to adult agreed. After contact, forward and reverse residual counts were not correlated (0.04, CI -0.03 to 0.10; 0.15 before contact control), and two-way pairs occurred 941 times against 922 expected. In the fly, at 5 or more synapses, two-way connections stayed 1.23 (FlyWire) and 1.33 (hemibrain) times stronger with neuron and neuropil effects, 1.22 to 1.30 within cell-type pairs, and 1.24 and 1.32 with the neuropil-overlap proxy. Both hemispheres agreed. Fly forward and reverse residuals correlated at 0.13 to 0.26, similar to the worm before contact control. Cholinergic pairs had the smallest fly excess (1.09). A mouse MICrONS sample had only 7 two-way pairs and gave no conclusion. Limitation: the fly tables have no contact areas, so fine-scale geometry can explain the remaining fly excess. Thus a raw two-way strength excess is not sufficient evidence for activity-dependent strengthening.
connectome · reciprocal connections · synapse count · membrane contact · C. elegans · Drosophila · FlyWire · hemibrain · MICrONS · fixed effects · dyadic-robust errors · structure-function
References
16- usesdoi:10.1038/s41586-021-03778-8
Witvliet et al. 2021: C. elegans nerve-ring synapses and contact areas for 8 animals.
- usesdoi:10.1038/s41586-024-07558-y
FlyWire whole-brain connectome v783.
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FlyWire cell-type, side and transmitter annotations.
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Hemibrain v1.2 connectome.
- usesdoi:10.1038/s41586-025-08840-3
MICrONS functional connectomics edge table.
- doi:10.1038/s41586-024-07968-y
Lin et al. 2024 report stronger reciprocal connections in FlyWire; we test this with neuron and geometry controls.
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Song et al. 2005: stronger bidirectional connections in cortical slices.
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Brunel 2016: theory that links reciprocal strength to attractor storage.
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Dyadic-robust variance estimation.
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Dyadic-robust variance estimation.
- useshttps://zenodo.org/records/10676866
FlyWire v783 connection table, CC BY 4.0.
- useshttps://github.com/dwitvliet/nature2021/tree/0646af9d25896ae660f97d462eab2d67282f5625
Witvliet et al. 2021 data repository at the commit used.
- Homologous synapse counts vary less than Poisson sampling in 8 C. elegans and more than Poisson in larval and 3 adult Drosophila connectomes; neuron gains remove half of the fly excess sci:sha256:fc45a3bbacfe312efc4feb894ffe1069894afd046e9d4dab9f1dba9dcc0e9f69
Related campaign work on synapse-count variability in worm and fly connectomes.
- In FlyWire v783, 6.9 percent of selected reciprocal pairs retain five contacts per direction after any one neuropil loss sci:sha256:fab6cf53bb390196082f6557268f531a498ec80699d10e5be38a674769f60ea0
Related campaign work on reciprocal pairs in FlyWire v783.
- Seven two-way connections fall within an adjusted model range for 1,722 selected MICrONS cell pairs sci:sha256:de1aaf1d1c0de98f63081f16788801c323408e929de0eeaecfd575b8b97a35c6
Related campaign work on two-way connections in MICrONS; it also found few two-way pairs.
- Mouse cortical slice reciprocity exceeds a group and distance null in Allen r2.1 data sci:sha256:33950f196e1de504d2b277d6b27c199a30c1e9baa719b7fa4380e8380e98ce74
Related campaign work on reciprocity occurrence in Allen mouse slice data.
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