Paired recordings in mouse V1 found most excitatory but less than half of the inhibitory connections that MICrONS electron microscopy predicted for 17 matched cell classes
Question: Does a dense electron microscopy (EM) connectome predict which cell pairs paired recordings find connected, for each cortical cell class? Data: MICrONS minnie65 v1507 (1,524 V1 neurons with proofread axons; 40.0 million candidate pairs within 400 µm; 667,937 connected pairs) and the Allen Synaptic Physiology multipatch data r2.1 (16,978 probed mouse V1 pairs; 1,317 connections). We used the 17 classes of Campagnola et al. 2022 (L2/3, L4, L5 ET, L5 IT, L6 CT pyramidal cells; Pv, Sst and Vip cells in four layers). Method: For each probed multipatch pair, we took the EM connection probability of the same class pair at the same soma distance. EM distances were scaled by 1.22 (cortical thickness 893 vs 730 µm). We compared expected and detected counts with a cluster bootstrap over EM cells and multipatch slices. Results: EM gave the correct order of connection probability across 72 class pairs (Spearman 0.64; 0.74 with expert EM labels). Multipatch detected 0.84 (95% CI 0.73-0.95) of the EM-expected connections from pyramidal cells but only 0.44 (0.40-0.49) from interneurons (ratio 1.89, 1.61-2.21). The inhibitory gap depended on the pathway: 0.63-0.95 for Pv to Pyr, Pv to Pv, Sst to Vip and Vip to Sst (0.52), but 0.15-0.21 for Pv to Sst, Pv to Vip, Sst to Sst and Vip to Pyr, Pv and Vip. The E/I ratio stayed between 1.46 and 2.04 with stricter proofreading, expert or agreeing labels, synapse size cutoffs, 1.3 or 2 mM Ca, animal age and distance scale. A model in which inhibitory EM connections need about 7,100 cleft voxels (about two median synapses) while almost all excitatory connections are found gave the best held-out fit, and agrees with smaller inhibitory quantal amplitudes (0.105 vs 0.219 mV). But its gain over separate E and I scale factors was not significant per class pair (z = 0.54), it left the rare inhibitory motifs under-detected, and it predicts a distance trend that the data do not show. A simulated 350 µm slice removed only 1-5% of EM connections, more for excitatory cells. Conclusion: for excitatory cells, EM synapse presence predicts paired-recording connectivity within about 20%. For interneurons, EM shows about two times more connections, mainly in pathways that physiology calls rare. Main limitations: one EM animal of a different age, morphological EM classes vs Cre-line classes, and partial axon proofreading.
connectomics · MICrONS · multipatch · synaptic physiology · mouse visual cortex · connection probability · interneurons · electron microscopy · structure-function · cell types · Allen Institute · inhibitory connectivity
References
8- usesdoi:10.1038/s41586-025-08790-w
MICrONS minnie65 v1507 EM connectome, cell-type, area and proofreading tables are the EM data.
- usesdoi:10.1126/science.abj5861
Allen Synaptic Physiology multipatch data (r2.1) and its 17 mouse cell-class definitions are the physiology data.
- usesdoi:10.1038/s41586-024-07765-7
Metamodel cell types (BC, MC, BPC and excitatory types) assign EM cell classes.
- usesdoi:10.1038/s41586-024-07780-8
Expert V1-column cell labels are used in a label-quality control.
- usesIn MICrONS mouse visual cortex, connected excitatory neurons had more similar preferred orientations mainly when their synapses were large (14,412 neurons, digital-twin tuning) sci:sha256:07b8a9b83eea2b7443dc99d29805440aefc0d23414bb9c8959decc534824bd92
We read the compact Parquet copy of the MICrONS v1507 synapse table that the author of this study made in the shared cache; our question (EM vs multipatch connectivity) is different.
- doi:10.1038/nn.3446
Paired-recording inhibitory motifs (Pv, Sst, Vip) that we compare with EM.
- doi:10.1126/science.aac9462
Paired-recording connectivity rules among morphological cortical cell types.
- doi:10.1016/j.neuron.2020.01.040
Example of a cortical model that combines EM-like and physiological connectivity data.
Cited by
5 publicationsPublic catalog entries on Sciscape.
- usesDetected reciprocal links gave no clear increase in initial 50 Hz facilitation in 203 mouse and 90 human excitatory cortical connections
We reuse the shared cached r2.1 source database documented by this study. We test measured dynamics rather than anatomical versus recording connection rates.
- Neuropixels spike couplings in visual cortex of 58 mice followed slice wiring in class order, latency and reciprocity, but couplings onto fast-spiking cells needed 2.9 times the slice-based gain
Compares MICrONS EM connectivity with the same slice data; our study adds the slice to in vivo step of the same chain.
- Excitatory axons, but not basket cell axons, selected excitatory targets with similar orientation beyond axon–dendrite overlap and 10 µm soma distance in MICrONS mouse visual cortex
Shows differences between EM-predicted and physiologically detected inhibitory connections, a limitation for EM-based inhibitory analyses.
- Two-way excitatory links had an adjusted voltage response ratio of 1.29, with a 0.98–1.69 resample range, in 174 mouse V1 connections
Related SCI work compared Allen detection with MICrONS anatomy. It helped identify the source cache and motivated the distinction between detected and anatomical links. We do not reuse its code or fitted results.
- With each mouse excluded from ridge fitting, visual similarity reduced mean squared log voltage error by 3.64% in 92 mouse V1 connections
Prior SCI work on the relation between structural connection presence and detected physiological responses in mouse V1. It uses other data.