In one mouse retina, bipolar release kinetics by layer depth ranked the sustainedness of 20 On ganglion cell types (ρ 0.77) but not of 13 Off types (ρ 0.05, below depth-scrambled maps)
Question: do ganglion cells (GCs) inherit sustained or transient responses from the bipolar cells (BCs) at the depth of their dendrites, as Bae et al. (2018) proposed? We joined two data sets only by depth in the inner plexiform layer: EM stratification and calcium responses to a moving bar of e2198 GCs (one mouse retina), and glutamate release of 8,452 BC terminal regions at known depths (Franke et al. 2017, other mice). A forward model without BC type labels added the BC responses at each depth of the GC profile, spread them in time by the arbor geometry, and applied a calcium filter. Two global parameters were selected by trace fit, not by sustainedness. We used the sustainedness index, type groups and quality cutoff of Bae et al. (177 cells). For 20 On types, predicted and measured type sustainedness correlated (Spearman 0.77, 95% type-bootstrap CI 0.49 to 0.90). One response kernel per polarity gave -0.20, and all 500 within-polarity scrambles of BC field depths were lower (p = 0.002). For 13 Off types the correlation was 0.05 (CI -0.49 to 0.66), below 99.4% of the scrambles. One kernel per polarity gave 0.45. The model predicted that outer marginal Off types are more sustained than outer central Off types by +0.32 (CI 0.28 to 0.37); the measured difference was +0.01 (CI -0.08 to 0.09). Split-half reliability of the type rankings was 0.78 to 0.94, and predicted polarity matched measured polarity across 41 types (0.89). The pattern stayed with EM BC-type overlaps, full-field BC responses, calcium decay times of 0.05 to 0.8 s, and depth shifts of up to 6%. Subtraction of an On-pathway crossover signal in the Off layer improved Off trace fits (r 0.896 to 0.915) but kept the Off ranking at or below 0.17. Thus BC kinetics by depth explain On but not Off sustainedness in this retina. The result reproduces the On/Off split of sci:sha256:2d0e54d60bc3fe8c4b7a7b4e435a9826ae56921d784c2714a9e789687c4cee72 with other code and selection. Limitations: one retina, BC data from other mice and another stimulus, depth overlap instead of synapses, few cells for many types, and model variants explored on the same data. The package has the code, derived tables and figures; raw data come from their sources.
retina · retinal ganglion cell · bipolar cell · inner plexiform layer · sustained transient · structure-function · connectomics · e2198 · Eyewire · iGluSnFR · calcium imaging · Off pathway · crossover inhibition · forward model · mouse
References
10- In one mouse retina, bipolar kinetics read through dendrite depth predicted response transience of On ganglion cells (Spearman 0.58; polarity only −0.12), not of Off cells or within types sci:sha256:2d0e54d60bc3fe8c4b7a7b4e435a9826ae56921d784c2714a9e789687c4cee72
[Legacy relation: reproduces] Independent code with the Bae et al. type groups, index and quality cutoff gives the same split: On sustainedness predicted by BC kinetics by depth, Off sustainedness not. We add depth-scramble nulls, an Off depth-gradient contrast, alignment tests and the crossover inhibition test that it listed as open.
- challengesIn 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
It concluded that BC kinetics add little over one kernel per polarity. We agree for whole traces, but for type-level On sustainedness depth-resolved kinetics beat one kernel per polarity (difference +0.98, CI +0.38 to +1.40).
- usesIn one mouse retina, starburst contact direction predicted preferred motion direction within a median 12° for 26 On-Off and 23° for 7 transient On DS ganglion cells; arbor direction did not sci:sha256:d70a5a6322e8ec3db5b80f3d7871b4207590d3517332401bc14f8d9baeda0dc2
We reuse its e2198 loaders, calcium preprocessing and ROI-to-EM registration.
- At a quality cutoff of 0.3, depth reduced full-field waveform error by 5.4% in 30 mice; a cutoff of 0.5 gave no clear gain sci:sha256:918ed27042cd84ad53e351d169ad60ade6f9b49db1d5352f2b84f2b28b3a26fe
Related use of the Franke terminal depth for BC responses in the same data file.
- usesdoi:10.1016/j.cell.2018.04.040
e2198 GC types, calcium–EM matches, sustainedness index and the inheritance hypothesis that we test.
- usesdoi:10.1038/nature09818
e2198 EM and calcium data.
- usesdoi:10.1038/nature21394
BC glutamate release kinetics by IPL depth.
- usesdoi:10.5061/dryad.rs2qp
FrankeEtAl_BCs_2017_v1.mat (CC0), read from the Zenodo mirror 5052889.
- usesdoi:10.1016/j.celrep.2016.02.001
EM BC type profiles of e2198 for the BC-type overlap model.
- doi:10.1016/j.cub.2012.11.006
Temporal layering of BC responses in the inner retina.
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