Evidence map›Paper›PMID 36450803›Full record

ArticleNature communications2022

Cell type diversity in a developing octopus brain.

Ruth Styfhals, Grygoriy Zolotarov, Gert Hulselmans, Katina I Spanier, Suresh Poovathingal, Ali M Elagoz, Seppe De Winter, Astrid Deryckere, Nikolaus Rajewsky, Giovanna Ponte and 3 more

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers.

0numbers the graph read from it
0cells of the map it votes in
46citing papers in PubMed
27.7field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

46 citing papers in PubMed, 72 citations in OpenAlex.

  1. Visual computation in the cephalopod brain.Current opinion in neurobiology · 2026
    Review
  2. Article
  3. Article
  4. Article
  5. MolluscaGenes: A Transcriptomic Database for the Mollusca.bioRxiv : the preprint server for biology · 2026
    Article
  6. Article
  7. Review
  8. Transposon Ecology and the Octopus Genome.BioEssays : news and reviews in molecular, cellular and developmental biology · 2026
    Review
  9. Article
  10. Article
  11. A non-invasive method to genotype cephalopod sex by quantitative PCR.bioRxiv : the preprint server for biology · 2025
    Article
  12. Review
  13. Review
  14. Review
  15. Article
  16. Article
  17. Article
  18. Experimental Neurogenesis in the Embryos of the Gecko Paroedura picta.Methods in molecular biology (Clifton, N.J.) · 2025
    Article
  19. Article
  20. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors at 5 institutions in 4 countries.

Ruth StyfhalsLaboratory of Developmental Neurobiology, Department of Biology, KU Leuven, Leuven, Belgium.ORCID 0000-0002-5287-8830
Grygoriy ZolotarovLaboratory for Systems Biology of Gene Regulatory Elements, Berlin Institute for Systems Biology, Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Hannoversche Str. 28, 10115, Berlin, Germany.
Gert HulselmansDepartment of Human Genetics, KU Leuven, Leuven, 3000, Belgium.
Katina I SpanierDepartment of Human Genetics, KU Leuven, Leuven, 3000, Belgium.ORCID 0000-0002-1375-4157
Suresh PoovathingalVIB Center for Brain & Disease Research, KU Leuven, Leuven, 3000, Belgium.
Ali M ElagozLaboratory of Developmental Neurobiology, Department of Biology, KU Leuven, Leuven, Belgium.ORCID 0000-0002-1639-0619
Seppe De WinterDepartment of Human Genetics, KU Leuven, Leuven, 3000, Belgium.ORCID 0000-0001-7907-1247
Astrid DeryckereLaboratory of Developmental Neurobiology, Department of Biology, KU Leuven, Leuven, Belgium.ORCID 0000-0001-6227-7759
Nikolaus RajewskyLaboratory for Systems Biology of Gene Regulatory Elements, Berlin Institute for Systems Biology, Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Hannoversche Str. 28, 10115, Berlin, Germany.ORCID 0000-0002-4785-4332
Giovanna PonteDepartment of Biology and Evolution of Marine Organisms, Stazione Zoologica Anton Dohrn, Naples, Italy.ORCID 0000-0002-1779-958X
Graziano FioritoDepartment of Biology and Evolution of Marine Organisms, Stazione Zoologica Anton Dohrn, Naples, Italy.ORCID 0000-0003-2926-9479
Stein AertsDepartment of Human Genetics, KU Leuven, Leuven, 3000, Belgium.ORCID 0000-0002-8006-0315
Eve SeuntjensLaboratory of Developmental Neurobiology, Department of Biology, KU Leuven, Leuven, Belgium. eve.seuntjens@kuleuven.be.ORCID 0000-0002-0126-461X
VIB-KU Leuven Center for Brain & Disease Research · BEStazione Zoologica Anton Dohrn · ITKU Leuven · BEMax Delbrück Center · DEColumbia University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Octopuses are mollusks that have evolved intricate neural systems comparable with vertebrates in terms of cell number, complexity and size. The brain cell types that control their sophisticated behavioral repertoire are still unknown. Here, we profile the cell diversity of the paralarval Octopus vulgaris brain to build a cell type atlas that comprises mostly neural cells, but also multiple glial subtypes, endothelial cells and fibroblasts. We spatially map cell types to the vertical, subesophageal and optic lobes. Investigation of cell type conservation reveals a shared gene signature between glial cells of mouse, fly and octopus. Genes related to learning and memory are enriched in vertical lobe cells, which show molecular similarities with Kenyon cells in Drosophila. We construct a cell type taxonomy revealing transcriptionally related cell types, which tend to appear in the same brain region. Together, our data sheds light on cell type diversity and evolution in the octopus brain.

Indexed as

OctopodiformesAnimalsBrainDrosophilaEndothelial CellsMiceNeurogliaSeafood

Identifiers

PMID36450803
PMCPMC9712504
OpenAlexW4310642872

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.