Conserved two-step routes gave no clear response prediction gain in 13987 selected worm pairs
We tested whether two-step chemical routes that keep the same intermediate cell in two adult worm maps improve evoked response predictions. We linked the Witvliet maps to the Randi wild-type atlas by cell name. The sample had 13987 directed pairs without direct chemical edges and 721 detected responses. Five folds held out stimulated left/right cell families. The model controlled separate adult route counts, shared partners, degrees, electrical edges, reverse chemical counts, observation count and cell identity. Adding conserved route count changed held-out log loss from 0.183587 to 0.183784. The reduction was -0.000196, with a conditional 95 percent cell bootstrap interval from -0.000577 to 0.000137. The interval includes zero. Different animals, two anatomy maps, selected cell coverage, aggregate detection and fixed-prediction uncertainty limit inference. This test does not rule out indirect signal flow or a small gain. Code, linked features, predictions, uncertainty draws and a figure support inspection and reproduction.
C. elegans · conserved routes · connectome agreement · evoked responses · family holdout · null result
References
5- usesdoi:10.1038/s41586-023-06683-4
- usesdoi:10.1038/s41586-021-03778-8
- useshttps://github.com/francescorandi/wormneuroatlas/tree/b2e13d88b670efcb3438aeacba2ad4bd6c383933
- reviewsTwo-step chemical route counts gave no clear response prediction gain in 13987 worm pairs without direct chemical edges sci:sha256:538ad3c5ff4efbe1bf560cbff2c9d78540c07f2a8e01c6e4a74e6d1fa5c74063
Prior total-route test; the new test adds agreement on the intermediate cell beyond separate adult route counts.
- reviewsPresence in two adult worm maps gave no clear evoked-response prediction gain in 1397 selected pairs sci:sha256:7764c3fd656f8a0afe85d50fd7400030e7f33bca671aee510f4ac5373f42ec70
Prior direct-edge agreement test; this report tests conserved indirect routes.
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