Evidence map›Paper›PMID 41582829›Full record

ArticleDevelopment (Cambridge, England)2026

Analysis of cranial tenocyte heterogeneity reveals a role for Wnt signaling in tendon attachments.

Arul Subramanian, Pavan K Nayak, Cameron L Miller, Daniel B Dranow, Ryan R Roberts, J Gage Crump, Thomas F Schilling

Abstract read
In one paragraph

Article in Development (Cambridge, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Arul SubramanianDepartment of Developmental and Cell Biology, University of California, Irvine, CA 92617, USA.ORCID 0000-0001-8455-6804
Pavan K NayakDepartment of Developmental and Cell Biology, University of California, Irvine, CA 92617, USA.ORCID 0000-0002-4360-6729
Cameron L MillerCenter for Complex Biological Systems, University of California, Irvine, CA 92617, USA.ORCID 0009-0005-7407-0698
Daniel B DranowDepartment of Developmental and Cell Biology, University of California, Irvine, CA 92617, USA.ORCID 0000-0002-5685-3833
Ryan R RobertsDepartment of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 92617, USA.
J Gage CrumpDepartment of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 92617, USA.ORCID 0000-0002-3209-0026
Thomas F SchillingDepartment of Developmental and Cell Biology, University of California, Irvine, CA 92617, USA.ORCID 0000-0003-1798-8695

Funding

Univ.of Calif., Irvine Cancer Center Support GrantP30CA062203 · NCI · UNIVERSITY OF CALIFORNIA-IRVINE · PI RICHARD A. VAN ETTEN · 1994 to 2026
$57.9M
Uncover Strategies Used By Biological SystemsP50GM076516 · NIGMS · UNIVERSITY OF CALIFORNIA-IRVINE · PI NIE, QING · 2007 to 2016
$25.1M
THE ROLE OF ATROPHIN-2 IN CARTILAGE PATTERNING AND POLARITY IN ZEBRAFISHR01DE013828 · NIDCR · UNIVERSITY OF CALIFORNIA-IRVINE · PI SCHILLING, THOMAS F · 2001 to 2025
$9.1M
Progenitor Regulation in Craniofacial Development and RegenerationR35DE027550 · NIDCR · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CRUMP, GAGE D · 2017 to 2024
$8.0M
Regulation of Morphogenesis and Extracellular Matrix Assembly at the Myotendinous JunctionR01AR067797 · NIAMS · UNIVERSITY OF CALIFORNIA-IRVINE · PI Thomas F Schilling · 2016 to 2026
$3.5M
Dissecting single cell dynamics that coordinate neural crest migration and diversificationR01DE030565 · NIDCR · UNIVERSITY OF CALIFORNIA-IRVINE · PI NIE, QING, SCHILLING, THOMAS F · 2021 to 2025
$2.8M
Role of LGR+ connective tissue progenitors in TMJ developmentR01DE033893 · NIDCR · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Gage D Crump, Amy E Merrill · 2024 to 2026
$1.5M
MAXIMUS: MAXimizing Training in MUScle ResearchT32AR083870 · NIAMS · UNIVERSITY OF CALIFORNIA-IRVINE · PI TAHSEEN MOZAFFAR, Sergio Armando Villalta · 2024 to 2026
$577k
National Science FoundationNational Science Foundation MCB2028424NCI NIH HHS P30 CA062203NIAMS NIH HHS R01 AR067797NIAMS NIH HHS T32 AR083870NIDCR NIH HHS R01 DE013828NIDCR NIH HHS R01 DE030565NIDCR NIH HHS R01 DE033893NIDCR NIH HHS R35 DE027550NIGMS NIH HHS P50 GM076516NIH HHS R01AR67797NIH HHS R01DE033893NIH HHS R01DE13828NIH HHS R01DE30565NIH HHS R35DE027550University of California Irvine
6 · The paper itself

Abstract

Tenocytes secrete the extracellular matrix (ECM) of tendons and ligaments in response to mechanical forces from the muscles and bones to which they attach. Although these tissues are often injured and weaken with age, we know little about the genetic mechanisms controlling their development or maintenance. Through single-cell RNA sequencing (scRNA-seq) of connective tissues in the embryonic zebrafish head, we identify distinct subpopulations of developing tenocytes and ligamentocytes. Spatially distinct transcriptional cell signatures, particularly for ECM genes, correlate with the type of tendon/ligament (i.e. longer load-bearing skeletal attachments versus soft tissue attachments) as well as tenocyte locations within tendons (i.e. skeletal entheses versus myotendinous junctions). Combinatorial in situ analyses confirm spatial co-expression of genes defining many of these subsets of tendon or ligament cells. From pathway analysis, the scRNA-seq data also suggest a role for canonical Wnt signaling in tenocyte development. Genetic and pharmacological Wnt manipulations alter tenocyte aggregation and cause ectopic cranial muscle attachments. These findings reveal previously unappreciated spatial and functional heterogeneity in tenocytes during embryogenesis and define a role for Wnt signaling in attachment patterning and morphogenesis.

Indexed as

SkullTendonsTenocytesWnt Signaling PathwayZebrafishAnimalsEmbryo, NonmammalianExtracellular MatrixGene Expression Regulation, DevelopmentalMyotendinous JunctionSingle-Cell Gene Expression AnalysisZebrafish ProteinsZebrafish ProteinsEnthesisLigamentocytesMyotendinous junctionTenocytesTranscriptional heterogeneityZebrafish

Identifiers

PMID41582829
PMCPMC12891946

What Socratic holds

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LicenceCC BY
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 Socratic graph.