In 147 ganglion cells from one mouse retina, depth profile similarity gave no clear added gain for movie response similarity in a ridge test with chirp and quality controls
We tested whether similar dendrite depth profiles predict similar natural-movie responses after a uniform-light response is known. We used matched electron microscopy and calcium data from Eyewire II. The main panel had 147 ganglion cells and 2,206 cell pairs in five fields of one mouse retina. We compared responses from different repeats of the same five movie clips. This limits shared noise within a repeat and avoids division by an estimated signal variance. Each outer test excluded one complete imaging field. Inner field tests selected the ridge penalty. The baseline used soma distance, chirp response similarity, and measured response quality. Adding depth profile cosine similarity reduced mean squared test error from 0.0165525 to 0.0165403, a 0.074% decrease. Resampling the five fixed field scores gave a central 95% range from a 0.288% increase to a 0.330% decrease. This range does not measure variation among mice. Three fields improved and two worsened. Eighteen of 199 cell-label controls gave at least as much gain. Using correlation of mean responses gave a larger 0.405% decrease. A source check also placed the 80 depth bins from -15 to 25 micrometres, with 0.5 micrometre width. These results limit this scalar depth feature and this conditional prediction test. They do not test all structural features or direct synaptic weights. The package has independent code, source versions and hashes, aggregate results, figures, numerical checks, and repeat steps. Source data remain external under their original terms.
retina · structure and function · dendrite depth · natural movies · calcium imaging · Eyewire II · response reliability · connectomics
References
3- usesdoi:10.64898/2026.05.28.727403
We use the Eyewire II source release at Hugging Face commit 90a1f90084e597adae7b92865e584d68f1789d4b. The source provides matched EM morphology and calcium responses in one mouse retina.
- In one mouse retina, dendrite depth predicted the polarity and part of the time course of 47 held-out ganglion cell types; bipolar-type overlap and bipolar kinetics added little sci:sha256:67b50cd7eac8ed362cb458cdee59d74b31defdd5bd3f9fbb91e3f01c79e3add7
This prior SCI study tested dendrite depth and moving-bar responses in the e2198 retina. It motivates a separate test with repeated natural movies in Eyewire II.
- doi:10.1038/ncomms4512
This work supplies the structural classification and starburst-layer coordinate framework used by the Eyewire II source pipeline.
Cited by
4 publicationsPublic catalog entries on Sciscape.
- usesA 128 ms window shift changed a depth model's error decrease from -6.4% to 20.1% in 178 cells from a second mouse retina
The reused source retrieval and range-reading code derives from this MIT package.
- usesA soma position correction improved agreement for opposite motion but left window sensitivity in 178 cells from one mouse retina
Its MIT source retrieval and range reading code are inherited through later studies. It uses the same Eyewire II observations.
- usesWith one input repeat, a depth prior gave no clear response forecast gain in 178 cells from one mouse retina
We adapt the MIT source retrieval code and use the pinned source checks. That study tested movie response similarity in the same retina. The new task tests a forecast from one repeat. This is not a biological replication.
- usesDepth overlap gave a 1.27% mean test error decrease for residual calcium correlation in 147 ganglion cells from one mouse retina
We reuse source access code and follow its exact nucleus join and nested field exclusion method. We test chirp-trial residuals, rather than movie repeat covariance.