Evidence map›Paper›PMID 38554800›Full record

ArticleExperimental eye research2024

Optimizing retinal ganglion cell nuclear staining for automated cell counting.

Fangyu Lin, Su-Ting Lin, Jiaxing Wang, Eldon E Geisert

Open access · greenAbstract read
In one paragraph

Article in Experimental eye research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.4field-weighted citation impact, top 20% 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

9 citing papers in PubMed, 6 citations in OpenAlex.

  1. Article
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  5. Development of an AAV-based gene therapy for the ocular phenotype of Friedreich's ataxia.Molecular therapy : the journal of the American Society of Gene Therapy · 2026
    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

4 authors at 2 institutions in 1 country.

Fangyu LinDepartment of Ophthalmology, Emory University, 1365B Clifton Road NE, Atlanta, GA, 30322, USA.
Su-Ting LinDepartment of Ophthalmology, Emory University, 1365B Clifton Road NE, Atlanta, GA, 30322, USA.
Jiaxing WangDepartment of Ophthalmology, Emory University, 1365B Clifton Road NE, Atlanta, GA, 30322, USA.
Eldon E GeisertDepartment of Ophthalmology, Emory University, 1365B Clifton Road NE, Atlanta, GA, 30322, USA. Electronic address: egeiser@emory.edu.
Emory University · USEmory Healthcare · US

Funding

P30-Core Grant for Vision Research Core CP30EY006360 · NEI · EMORY UNIVERSITY · PI BOATRIGHT, JEFFREY H · 1986 to 2025
$15.3M
VIsion Science Training in AtlantaT32EY007092 · NEI · EMORY UNIVERSITY · PI Machelle T. Pardue · 1985 to 2026
$4.6M
Modulators for Retinal Ganglion Cell InjuryR01EY031042 · NEI · EMORY UNIVERSITY · PI GEISERT, ELDON E · 2021 to 2025
$2.4M
NEI NIH HHS P30 EY006360NEI NIH HHS R01 EY031042NEI NIH HHS T32 EY007092
6 · The paper itself

Abstract

The retinal ganglion cells (RGCs) serve as the critical pathway for transmitting visual information from the retina to the brain, yet they can be dramatically impacted by diseases such as glaucoma. When investigating disease processes affecting RGCs in mouse models, accurately quantifying affected cells becomes essential. However, the use of pan RGC markers like RBPMS or THY1 presents challenges in accurate total cell counting. While Brn3a serves as a reliable RGC nuclear marker for automated counting, it fails to encompass all RGC subtypes in mice. To address this limitation and enable precise automated counting, our research endeavors to develop a method for labeling nuclei in all RGC subtypes. Investigating RGC subtypes labeled with the nuclear marker POU6F2 revealed that numerous RGCs unlabeled by Brn3a were, in fact, labeled with POU6F2. We hypothesize that using antibodies against both Brn3a and POU6F2 would label virtually all RGC nuclei in the mouse retina. Our experiments confirmed that staining retinas with both markers resulted in the labeling of all RGCs. Additionally, when using the cell body marker RBPMS known to label all mouse RGCs, all RBPMS-labeled cells also exhibited Brn3a or POU6F2 labeling. This combination of Brn3a and POU6F2 antibodies provides a pan-RGC nuclear stain, facilitating accurate automated counting by labeling cell nuclei in the retina.

Indexed as

Cell NucleusMice, Inbred C57BLRetinal Ganglion CellsTranscription Factor Brn-3AAnimalsBiomarkersCell CountMiceStaining and LabelingBiomarkersTranscription Factor Brn-3AAutomated countingBrn3aCell countingGlaucomaPOU6F2RBPMSRetinal ganglion cells

Identifiers

PMID38554800
PMCPMC11055661
OpenAlexW4393282577

What OpenQuestion holds

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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.