Additional file 1 of A simple and reliable method for claustrum localization across age in mice
Bibliographic record
Abstract
Additional file 1: Figure S1. Selection of candidate marker genes that are absent in claustrum cells and at the same time enriched in other nearby cells. A, B Chromogenic in situ hybridization images at P4 (top) and P56 (bottom) of claustrum-enriched genes (A) and cortical-enriched genes (B) in the claustrum region (red ellipse). Candidate genes were selected based on earlier transcriptomic data showing differential expression of these genes in claustrum cells versus cortical cells [23]. Images were obtained from Allen mouse brain in situ hybridization database ( http://developingmouse.brain-map.org ). Figure S2. Expression of the claustrum-enriched markers Nurr1 and Nr2f2 relative to the expression of Tle4 across the anteroposterior axis of the claustrum. A–F Representative images of the anterior (A, B), middle (C, D) and posterior (E, F) claustrum showing co-labeling of Nurr1 (A, C, E) and Nr2f2 (B, D, F) with Tle4 (left, merged imaging channels; right, single channel images). Figure S3. The extent of colocalization between claustrum projection neurons with Nurr1, Nr2f2 and Tle4 varies based on cortical target region and cell position along the anteroposterior axis. A–I Venn diagrams showing the number of cells expressing GFP with Nurr1 (A, D, G), Nr2f2 (B, E, H), and Tle4 (C, F, I) in the anterior (A, B, C), middle (D, E, F) and posterior (G, H, I) claustrum (CLA) for neurons projecting to the anterior cingulate cortex (ACC) (n = 5 mice, all male). J–R Same as A–I but for claustrum neurons projecting to the primary motor cortex (MOp) (n = 4 mice, all male). S–A’ Same as A–I, but for claustrum neurons projecting to the lateral entorhinal cortex (LEC) (n = 4 mice, all male). Values represent mean ± standard deviation. Figure S4. Lack of colocalization between claustrum projection neurons and inhibitory markers. A–C Representative images of the anterior claustrum (CLA, dashed ellipses) showing retrograde GFP labeling (A), PV expression (B), merged A and B channels (C) following AAV injection into the anterior cingulate cortex (Retro-ACC). D Venn diagram representing the mean number of cells expressing GFP (cyan) and PV (yellow), along with the colocalization of GFP with PV relative to the total number of GFP-expressing cells. Values shown are the average cell counts from the anterior, middle and posterior planes of the CLA. E–H Same as A–D, respectively, but for SST (magenta). Insets in C, G (bottom-left) are 2 × fold magnifications of areas in white boxes. Values in D, H represent mean ± standard deviation (n = 5 mice, all male). Figure S5. Nr2f2 displays high colocalization with ACC-projecting claustrum cells consistently throughout postnatal development. A–H Same experimental design as in Figure 5. A–D Representative images showing colocalization of TdTomato (TdT) labeling with Nr2f2 in the anterior claustrum at P7 (A), P14 (B), P21 (C) and P56 (D) (left, merged imaging channels; right, single channel images). Insets (bottom-left) are 2.5× fold magnifications of areas in white boxes. Orange arrowheads indicate examples of cell colocalization. E–H Venn diagrams representing the mean number of cells expressing TdT (cyan) and Nr2f2 (red), along with the colocalization of TdT with Nr2f2 relative to the total number of TdT-expressing cells, at P7 (E), at P14 (F), at P21 (G) and at P56 (H). Values shown represent mean ± standard deviation, which were calculated by averaging cell counts from the anterior, middle and posterior planes of the CLA (P7: n = 5 mice, P14: n = 4 mice, P21: n = 6 mice, P56: n = 3 mice) (see Additional file 2: Table S3 for details on mouse sex). Figure S6. Colocalization of Nurr1 with Tle4 in the claustrum is different from that in the cortex at P14. A Schematic of the experimental design at P14 comparing Nurr1 and Tle4 colocalization in the claustrum (CLA) to cortical layer 6b (Ctx L6b) in the primary motor cortex (MOp) and the somatosensory cortex (SSC). B–D Representative images showing Nurr1 and Tle4 expression in the CLA (B), the MOp (C) and the SSC (D) (left, merged imaging channels; right, single channel images). Insets are 2.5× fold magnifications of areas in white boxes. Red arrowheads indicate examples of cell colocalization. E–G Venn diagrams representing the mean number of cells expressing Nurr1 (magenta) and Tle4 (yellow), along with the colocalization of Nurr1 with Tle4 relative to the total number of Nurr1-expressing cells in the CLA (E) (n = 6 mice, 3 male and 3 female), and Ctx L6b in the MOp (F) and in the SSC (G) (n = 3 mice, 2 male and 1 female) (See Additional file 2: Table S1 for details on mouse sex). Insets in B, C, D are 2.5 × fold magnifications of areas in white boxes. Values shown represent mean ± standard deviation. The mean for the CLA was calculated by averaging cell counts from the anterior, middle and posterior planes of the CLA region. The mean for Ctx L6b in MOp and SSC was calculated by averaging cell counts from slices on the same plane as the anterior, middle and posterior regions of the CLA.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.015 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.805 | 0.201 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".