Evidence map›Paper›PMID 27402757›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2016

Single-cell analysis delineates a trajectory toward the human early otic lineage.

Megan Ealy, Daniel C Ellwanger, Nina Kosaric, Andres P Stapper, Stefan Heller

Open access · bronzeAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.

0numbers the graph read from it
0cells of the map it votes in
41citing papers in PubMed
3.8field-weighted citation impact, top 7% 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

41 citing papers in PubMed, 60 citations in OpenAlex.

  1. Article
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  6. Modern In Vitro Techniques for Modeling Hearing Loss.Bioengineering (Basel, Switzerland) · 2024
    Review
  7. Review
  8. Review
  9. Article
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  13. Article
  14. Biology · 2023
    Article
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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

5 authors at 1 institution in 1 country.

Megan EalyDepartment of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA 94305;
Daniel C EllwangerDepartment of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA 94305;
Nina KosaricInstitute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305.
Andres P StapperDepartment of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA 94305;
Stefan HellerDepartment of Otolaryngology-Head & Neck Surgery, Stanford University School of Medicine, Stanford, CA 94305; Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305 hellers@stanford.edu.
Stanford University · US

Funding

Spectrum Stanford Center for clinical and Translational Research and EducationUL1TR001085 · NCATS · STANFORD UNIVERSITY · PI CULLEN, MARK RICHARD, GREENBERG, HARRY BERNARD · 2013 to 2017
$37.1M
Stanford OHNS Core CenterP30DC010363 · NIDCD · STANFORD UNIVERSITY · PI HELLER, STEFAN · 2009 to 2016
$3.0M
Patient derived sensory hair- and supporting cell-like cellsR01DC012250 · NIDCD · STANFORD UNIVERSITY · PI HELLER, STEFAN · 2012 to 2016
$2.7M
Cranial placode induction from human embryonic stem cellsF32DC014176 · NIDCD · STANFORD UNIVERSITY · PI EALY, MEGAN · 2014 to 2017
$147k
NCATS NIH HHS UL1 TR001085NIDCD NIH HHS F32 DC014176NIDCD NIH HHS P30 DC010363NIDCD NIH HHS R01 DC012250
6 · The paper itself

Abstract

Efficient pluripotent stem cell guidance protocols for the production of human posterior cranial placodes such as the otic placode that gives rise to the inner ear do not exist. Here we use a systematic approach including defined monolayer culture, signaling modulation, and single-cell gene expression analysis to delineate a developmental trajectory for human otic lineage specification in vitro. We found that modulation of bone morphogenetic protein (BMP) and WNT signaling combined with FGF and retinoic acid treatments over the course of 18 days generates cell populations that develop chronological expression of marker genes of non-neural ectoderm, preplacodal ectoderm, and early otic lineage. Gene expression along this differentiation path is distinct from other lineages such as endoderm, mesendoderm, and neural ectoderm. Single-cell analysis exposed the heterogeneity of differentiating cells and allowed discrimination of non-neural ectoderm and otic lineage cells from off-target populations. Pseudotemporal ordering of human embryonic stem cell and induced pluripotent stem cell-derived single-cell gene expression profiles revealed an initially synchronous guidance toward non-neural ectoderm, followed by comparatively asynchronous occurrences of preplacodal and otic marker genes. Positive correlation of marker gene expression between both cell lines and resemblance to mouse embryonic day 10.5 otocyst cells implied reasonable robustness of the guidance protocol. Single-cell trajectory analysis further revealed that otic progenitor cell types are induced in monolayer cultures, but further development appears impeded, likely because of lack of a lineage-stabilizing microenvironment. Our results provide a framework for future exploration of stabilizing microenvironments for efficient differentiation of stem cell-generated human otic cell types.

Indexed as

AnimalsBone Morphogenetic ProteinsCell DifferentiationCell LineageCells, CulturedEar, InnerEctodermFibroblast Growth FactorsGene Expression ProfilingGene Expression Regulation, DevelopmentalHumansInduced Pluripotent Stem CellsMiceSingle-Cell AnalysisWnt Signaling PathwayBone Morphogenetic ProteinsFibroblast Growth Factorsectodermgene expression analysisinner earpluripotent stem cellsposterior placode

Identifiers

PMID27402757
PMCPMC4968758
OpenAlexW2465462983

What OpenQuestion holds

Textmetadata
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.