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Delta family protocadherins contribute to protoglomerular targeting of olfactory sensory neuron axons in the olfactory bulb.

Code ↔ Paper

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The 4 matches
  1. [1] § Results › Olfactory sensory neurons from three developmental timepoints contain similar cells that differ by maturity ↔ 10x Genomics scRNAseq Zebrafish OSNs.R, lines 223–274 · score 0.84 · ascl1a, cfl1l, Early mature, cfap157, cldne, gng8
  2. [2] § Results › Olfactory sensory neurons from three developmental timepoints contain similar cells that differ by maturity ↔ 10x Genomics scRNAseq Zebrafish OSNs.R, lines 223–274 · score 0.58 · cxcr3.3, DESeq2, CD83, tnfb, immune, maturity
  3. [3] § Materials and methods › 10x genomics scRNA-seq analysis ↔ 10x Genomics scRNAseq Zebrafish OSNs.R, lines 1–53 · score 0.51 · cell Ranger, Seurat, Genomics, zebrafish
  4. [4] § Results › Odorant receptors co-expressed in the same OSN generally belong to the same OR subfamily ↔ 10x Genomics scRNAseq Zebrafish OSNs.R, lines 276–318 · score 0.51 · Or107, or106, or108, or109, or125, or126

Paper

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The authors' code

R · 366 lines · 19 KB · no license · 4 matches

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It can be read at the source: 10x Genomics scRNAseq Zebrafish OSNs.R.

Overview

  1. Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
  2. Department of Neurosciences, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
  3. Department of Natural & Applied Sciences, Cheyney University, Cheyney, Pennsylvania, United States of America
Institutions: University of Pennsylvania (United States); Cheyney University of Pennsylvania (United States)
Journal: PLoS genetics, volume 22, issue 4, article e1012090
Dates: received 17 March 2025; accepted 9 March 2026; published online 1 April 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1371/journal.pgen.1012090 · PMID 41920906 · PMCID PMC13043054 · OpenAlex W7147109692
Open access: gold, a free copy (OpenAlex)
Status: code verified
Categories: zebrafish (organism), cellular / molecular (subfield)
Methods: Evoked potentials
MeSH: Axons*, Cadherins*, Olfactory Bulb*, Olfactory Receptor Neurons*, Zebrafish Proteins*, Animals, Axon Guidance, Neurodevelopment, Protocadherins, Sensory Receptor Cells, Zebrafish (* major topic)
Topic: Axon Guidance and Neuronal Signaling (Cellular and Molecular Neuroscience, Neuroscience), according to OpenAlex
Funding: National Institute on Deafness and Other Communication Disorders (5R01DC012854); NIGMS NIH HHS (K12 GM081259); NIDCD NIH HHS (R01 DC012854)
Citations: cited by 2 papers (Europe PMC); 85 references in the paper
Research resources: RRID:SCR_022382

Abstract

To understand how neural circuits are assembled, it is essential to identify and characterize the axonal guidance cues and receptors that determine the axonal trajectories and connections between neurons. We performed single-cell RNA sequencing of olfactory sensory neurons from zebrafish to identify candidate axonal guidance-related genes that are differentially expressed according to sensory axon target location in the olfactory bulb. Among the candidates we identified were several members of the non-clustered delta-protocadherin family of adhesion molecules. We found that two members of the delta1-protocadherin family, pcdh7b and pcdh11, are most highly expressed in sensory neurons that project to a specific identifiable neuropil in the early olfactory bulb called the DZ protoglomerulus. Knocking down either one of these protocadherins impairs the ability of sensory axons to terminate within the DZ protoglomerulus. Knockdown does not affect the ability of other sensory axons from terminating normally in a separate neuropil called the CZ protoglomerulus. In contrast, two members of the delta2-protocadherin family, pcdh10b and pcdh17, are most highly expressed in sensory neurons that project to the CZ protoglomerulus. Knocking down pcdh10b induces ectopic terminations of CZ projecting sensory axons. Knocking down pcdh17 induces substantial ectopic axonal trajectories and impairs CZ projecting sensory axons from finding and terminating in the CZ protoglomerulus. Knockdowns of either pcdh10b or pcdh17 do not affect DZ projecting sensory axons. We conclude that delta1-protocadherins help DZ projecting sensory axons enter and remain within the DZ protoglomerulus, while delta2-protocadherins help CZ projecting sensory axons navigate to the CZ protoglomerulus.

Reproduced under the paper's license (CC BY), from the paper cited above.

Repository

Its files are read in the Code ↔ Paper reader above, with 4 matches between paragraphs and lines of code.

DanielTBarnes/sc-RNAseq-of-Zebrafish-Olfactory-Sensory-Neurons

License: none: the authors keep all their rights
State: the link answers, verified on 28 September 2026
Evidence: files inventoried
Commit: 7c431e8e7cfb77d21ddfec72c6b5c1447289129a, 10 March 2025
Languages: R (2)
Size: 14 files, 2 scripts
Software Heritage: not archived
Found in: “Data Availability”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Tools: data.table (1 file), DESeq2 (1 file), ggplot2 (1 file), patchwork (1 file), pheatmap (1 file), Seurat (1 file), tidyverse (1 file)
Availability: 1 check, the latest on 28 September 2026: the link answers
  • 28 September 2026: the link answers
2 files, not copied: shown from their source

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The paper's code and data availability statement is in the Data section.

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

What the map holds:

  • 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 2 scripts, each with its path and the digest of its content;
  • 4 matches between paragraphs of the paper and lines of the code (method lexical-v1);
  • neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

Datasets cited

Data Availability

All scRNA-seq data is available in both raw and processed forms at the Gene Expression Omnibus accession code GSE291626. The scripts used to analyze the data are available at https://github.com/DanielTBarnes/sc-RNAseq-of-Zebrafish-Olfactory-Sensory-Neurons.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 28 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 7 authors, 11 MeSH terms, 3 funders, 83 references, 1 RRID.

Cite

This paper

Barnes, D. T., Crenshaw, E. M. D., Curran, M. J., Herr, J. B., Devereaux, E. S., Seligman, C. D., & Raper, J. A. (2026). Delta family protocadherins contribute to protoglomerular targeting of olfactory sensory neuron axons in the olfactory bulb. PLoS genetics, 22(4), e1012090. https://doi.org/10.1371/journal.pgen.1012090

BibTeX

@article{barnes2026delta,
author = {Barnes, Daniel T and Crenshaw, Ezekiel M D and Curran, Matthew J and Herr, Jessica B and Devereaux, Emily S and Seligman, Carly D and Raper, Jonathan A},
title = {{Delta family protocadherins contribute to protoglomerular targeting of olfactory sensory neuron axons in the olfactory bulb}},
journal = {PLoS genetics},
year = {2026},
month = apr,
volume = {22},
number = {4},
pages = {e1012090},
publisher = {PLOS},
issn = {1553-7390},
doi = {10.1371/journal.pgen.1012090},
url = {https://doi.org/10.1371/journal.pgen.1012090},
pmid = {41920906},
pmcid = {PMC13043054}
}

RIS

TY - JOUR
AU - Barnes, Daniel T
AU - Crenshaw, Ezekiel M D
AU - Curran, Matthew J
AU - Herr, Jessica B
AU - Devereaux, Emily S
AU - Seligman, Carly D
AU - Raper, Jonathan A
TI - Delta family protocadherins contribute to protoglomerular targeting of olfactory sensory neuron axons in the olfactory bulb
T2 - PLoS genetics
J2 - PLoS Genet
PY - 2026
DA - 2026/04/01
VL - 22
IS - 4
SP - e1012090
SN - 1553-7390
PB - PLOS
DO - 10.1371/journal.pgen.1012090
UR - https://doi.org/10.1371/journal.pgen.1012090
LA - en
ER -

CSL-JSON

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