At a cutoff of three contacts, axon-to-axon links had 51% higher target overlap than graphs with fixed grouped counts in one fly larva
We tested whether axon-to-axon links join neurons that send output to the same downstream neurons. We used 2,606 labeled neurons from one larval fly brain in Winding et al. (2023). The primary cutoff was three contacts per edge in both axon-to-axon and axon-to-dendrite graphs. Target sets used only the fixed axon-to-dendrite graph. Each control kept every neuron's axon-to-axon partner counts by cell class, side, and direct axon-to-dendrite status in both directions. Mean target overlap was 0.226456 in the recorded graph and 0.149799 in the controls. The ratio was 1.512. The central 95% sampled graph range was 0.148283 to 0.151251. An exact audit found that 7,949 of 8,853 recorded links could change under these constraints. The excess remained at one and five contacts and after removal of listed learning-center classes. Input overlap was also enriched. Thus, the result does not isolate an output-specific rule. The controls omit physical contact and fine cell types. The study uses one animal and does not test synaptic sign, release control, or behavior. The package preserves code, compact edge data, source hashes, all draws, two figures, checks, and repeat steps. A separate run reproduced all 32 main chains exactly.
larval Drosophila · connectome · axon-to-axon · axon-to-dendrite · target overlap · fixed partner counts · alternating cycle · null model
References
7- usesdoi:10.1126/science.add9330
We use the released larval compartment matrices and cell labels in Data S1-S4.
- usesWith axonal links fixed, endpoint counts by class and contact group fixed 10,032 of 10,129 positive axon-to-axon labels at three contacts in one fly larva sci:sha256:439e178f57984e0fc662e14856ac8d9d8f34c9dafc781ce6a44a8011adf80c8e
We build on its fixed-candidate label audit and use its residual-cycle criterion to check edge mobility. We change AA topology and use AD-only target sets.
- usesAxon-to-axon and axon-to-dendrite edges shared more directed pairs than sampled graphs with fixed partner counts by cell class in one larval fly brain sci:sha256:b2ac607fc67bd83917929e60c1537e2be738c33e460aa4d66184f492d995c6f0
We adapt its MIT code for edge bookkeeping, random integer draws, and primary-source file checks. We test target overlap and add fixed direct AD counts.
- usesdoi:10.1007/978-3-642-16926-7_21
This prior method explains why directed fixed-degree samplers need moves beyond ordinary two-edge switches.
- doi:10.48550/arXiv.2007.15043
This study describes sampling limits when some matrix entries are forbidden. Our fixed AD labels create such restrictions.
- doi:10.64898/2026.06.23.733969
This adult fly preprint gives related evidence for structured noncanonical synapse types. It supplies no data for this study.
- doi:10.48550/arXiv.2610.00690
This recent preprint links shared-input topology with synapse positions in adult descending neurons. It tests a different spatial question.
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