Evidence map›Paper›PMID 29909983›Full record

ArticleCell2018

Phenotypic Convergence: Distinct Transcription Factors Regulate Common Terminal Features.

Nikolaos Konstantinides, Katarina Kapuralin, Chaimaa Fadil, Luendreo Barboza, Rahul Satija, Claude Desplan

Open access · bronzeAbstract read
In one paragraph

Article in Cell, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 138 papers.

0numbers the graph read from it
0cells of the map it votes in
138citing papers in PubMed
11.0field-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

138 citing papers in PubMed, 256 citations in OpenAlex.

  1. Article
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  3. Regulatory logic of neuronal differentiation in theProceedings of the National Academy of Sciences of the United States of America · 2026
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  7. Imprecision in Vision: Lessons From Neural Circuits in the Fly.BioEssays : news and reviews in molecular, cellular and developmental biology · 2026
    Review
  8. Hormonal control of postmitotic neuronal identity.bioRxiv : the preprint server for biology · 2026
    Article
  9. Article
  10. Visual input drives diverse ER calcium signals in neuronsbioRxiv : the preprint server for biology · 2025
    Article
  11. Article
  12. Regulatory logic of neuronal identity specification inbioRxiv : the preprint server for biology · 2025
    Article
  13. Article
  14. RNA-RNA interactions coordinate GABA metabolism and signaling.bioRxiv : the preprint server for biology · 2025
    Article
  15. Article
  16. Asymmetric development and function of paired sperm-storage organs inProceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  17. Review
  18. Article
  19. Article
  20. Article

78 more citing papers are in PubMed but not listed here.

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

6 authors at 3 institutions in 2 countries.

Nikolaos KonstantinidesDepartment of Biology, New York University, New York, NY 10003, USA. Electronic address: nk1845@nyu.edu.
Katarina KapuralinNew York University Abu Dhabi, Saadiyat Island, Abu Dhabi, United Arab Emirates.
Chaimaa FadilDepartment of Biology, New York University, New York, NY 10003, USA; New York University Abu Dhabi, Saadiyat Island, Abu Dhabi, United Arab Emirates.
Luendreo BarbozaDepartment of Biology, New York University, New York, NY 10003, USA; Neuroscience Institute, NYU Langone Medical Center, New York, NY 10016, USA; New York Genome Center, New York, NY 10013, USA.
Rahul SatijaDepartment of Biology, New York University, New York, NY 10003, USA; New York Genome Center, New York, NY 10013, USA.
Claude DesplanDepartment of Biology, New York University, New York, NY 10003, USA; New York University Abu Dhabi, Saadiyat Island, Abu Dhabi, United Arab Emirates. Electronic address: cd38@nyu.edu.
New York University · USNew York Genome Center · USNew York University Abu Dhabi · AE

Funding

Neurogenesis of the optic lobesR01EY017916 · NEI · NEW YORK UNIVERSITY · PI Claude Desplan · 2007 to 2026
$8.0M
Learning the metadata of the cell with single cell genomicsDP2HG009623 · NHGRI · NEW YORK GENOME CENTER · PI SATIJA, RAHUL · 2016 to 2016
$2.8M
NEI NIH HHS R01 EY017916NHGRI NIH HHS DP2 HG009623
6 · The paper itself

Abstract

Transcription factors regulate the molecular, morphological, and physiological characteristics of neurons and generate their impressive cell-type diversity. To gain insight into the general principles that govern how transcription factors regulate cell-type diversity, we used large-scale single-cell RNA sequencing to characterize the extensive cellular diversity in the Drosophila optic lobes. We sequenced 55,000 single cells and assigned them to 52 clusters. We validated and annotated many clusters using RNA sequencing of FACS-sorted single-cell types and cluster-specific genes. To identify transcription factors responsible for inducing specific terminal differentiation features, we generated a "random forest" model, and we showed that the transcription factors Apterous and Traffic-jam are required in many but not all cholinergic and glutamatergic neurons, respectively. In fact, the same terminal characters often can be regulated by different transcription factors in different cell types, arguing for extensive phenotypic convergence. Our data provide a deep understanding of the developmental and functional specification of a complex brain structure.

Indexed as

AnimalsCell DifferentiationCholinergic NeuronsCluster AnalysisComputer SimulationDrosophila melanogasterDrosophila ProteinsGene Expression ProfilingGene Expression Regulation, DevelopmentalHomeodomain ProteinsLIM-Homeodomain ProteinsMaf Transcription Factors, LargeNeurogenesisNeurogliaNeuronsNeurotransmitter Agentsap protein, DrosophilaDrosophila ProteinsHomeodomain ProteinsLIM-Homeodomain ProteinsMaf Transcription Factors, LargeNeurotransmitter AgentsProto-Oncogene Proteinstj protein, DrosophilaTranscription Factorscell-type evolutionDrosophila optic lobegene regulationmodelingneuronal developmentneuronal diversityneurotransmittersscRNA-seqsingle-cell sequencingtranscription factors

Identifiers

PMID29909983
PMCPMC6082168
OpenAlexW2807798687

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.