Evidence map›Paper›PMID 42129290›Full record

ArticleNpj imaging2026

Advanced tissue clearing and three-dimensional imaging approaches to visualize neural innervation in the rat knee joints.

Mairobys Socorro, Janak Gaire, Juliane Rolim de Lavor, Yenisel Cruz-Almeida, Robert M Caudle, Reese Smith, Simon C Watkins, Kyle D Allen, RE-JOIN Consortium, Alan M Watson and 1 more

Abstract read
In one paragraph

Article in Npj imaging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Mairobys SocorroDepartment of Oral and Craniofacial Sciences, University of Pittsburgh School of Dental Medicine, Pittsburgh, PA, USA.
Janak GaireJ Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL, USA.
Juliane Rolim de LavorDepartment of Oral and Craniofacial Sciences, University of Pittsburgh School of Dental Medicine, Pittsburgh, PA, USA.
Yenisel Cruz-AlmeidaUniversity of Florida, College of Dentistry, Gainesville, FL, USA.
Robert M CaudleUniversity of Florida, College of Dentistry, Gainesville, FL, USA.
Reese SmithDepartment of Cell Biology and Center for Biologic Imaging, University of Pittsburgh, Pittsburgh, PA, USA.
Simon C WatkinsDepartment of Cell Biology and Center for Biologic Imaging, University of Pittsburgh, Pittsburgh, PA, USA.
Kyle D AllenJ Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL, USA.
RE-JOIN Consortium
Alan M WatsonDepartment of Cell Biology and Center for Biologic Imaging, University of Pittsburgh, Pittsburgh, PA, USA. alan.watson@pitt.edu.
Alejandro J AlmarzaDepartment of Oral and Craniofacial Sciences, University of Pittsburgh School of Dental Medicine, Pittsburgh, PA, USA. alejandro.almarza@pitt.edu.

Funding

Innervation of the knee and TMJUC2AR082196 · NIAMS · UNIVERSITY OF FLORIDA · PI Kyle D Allen, Alejandro Jose Almarza · 2022 to 2026
$11.2M
Comprehensive functional phenotyping of trigeminal neurons innervating temporomandibular joint (TMJ) tissues in male, female and aged mice, primates, and humans with and without TMJ disorders (TMJD)..UC2AR082195 · NIAMS · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI ARMEN N AKOPIAN, LINDSEY J MACPHERSON · 2022 to 2026
$8.4M
Request for Dell PowerEdge XE9680 8x H100 NVIDIA GPU serverS10OD038197 · OD · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI WATSON, ALAN MICHAEL · 2025 to 2025
$325k
National Institutes of Health Office of the Director S10OD038197NIAMS NIH HHS UC2 AR082195NIAMS NIH HHS UC2 AR082196NIAMS NIH HHS UC2AR082196NIH HHS S10 OD038197
6 · The paper itself

Abstract

Tissue clearing techniques, combined with immunolabeling and three-dimensional (3-D) high-resolution imaging, have emerged as powerful tools for mapping the architecture of nerves that supply a specific tissue. However, despite significant advances in these techniques, visualizing nerve fibers within joint structures remains a technically challenging task. Moreover, most current protocols are optimized for use in mice, limiting their application in other animal species with greater tissue size, such as rats, which offer advantages for anatomical studies combined with behavioral models of sensory innervation and pain. Therefore, continued refinement of tissue clearing and imaging methods in rat tissue is essential for improving the resolution and translational relevance of joint innervation studies. In this work, we assessed and compared two tissue clearing protocols, a modified polyethylene glycol-associated solvent system (PEGASOS) and a newly developed hybrid method that combines CUBIC/3DISCO for tissue clearing (c-Clear), to visualize neurofilament-positive (NF+ ) nerve fibers in rat knees using 3-D fluorescence imaging. In summary, c-Clear resulted in a better option to detect NF+ fibers in the rat knee, whereas PEGASOS cleared tissues revealed greater autofluorescence within the muscle and bone marrow, compromising neurofilament visualization. Additionally, we highlight the importance of multi-angle imaging approaches when using cutting-edge light-sheet microscopy to capture the spatial context of neural innervation patterns within the complex knee microenvironment.

Identifiers

PMID42129290
PMCPMC13241531

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

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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.