Evidence map›Paper›PMID 36135979›Full record

ArticleTranslational vision science & technology2022

Biological Correlations and Confounders for Quantification of Retinal Ganglion Cells by Optical Coherence Tomography Based on Studies of Outbred Mice.

Adam Hedberg-Buenz, Kacie J Meyer, Carly J van der Heide, Wenxiang Deng, Kyungmoo Lee, Dana A Soukup, Monica Kettelson, Danielle Pellack, Hannah Mercer, Kai Wang and 3 more

Open access · goldAbstract read
In one paragraph

Article in Translational vision science & technology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
0.8field-weighted citation impact, top 30% 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

4 citing papers in PubMed, 4 citations in OpenAlex.

  1. Differential Impact of Retinal Lesions on Visual Responses of LGN X and Y Cells.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
    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

13 authors at 2 institutions in 1 country.

Adam Hedberg-BuenzVA Center for the Prevention and Treatment of Visual Loss, Iowa City VA Health Care System, Iowa City, IA, USA.
Kacie J MeyerDepartment of Molecular Physiology and Biophysics, University of Iowa, Iowa City, IA, USA.
Carly J van der HeideDepartment of Molecular Physiology and Biophysics, University of Iowa, Iowa City, IA, USA.
Wenxiang DengVA Center for the Prevention and Treatment of Visual Loss, Iowa City VA Health Care System, Iowa City, IA, USA.
Kyungmoo LeeDepartment of Electrical and Computer Engineering, University of Iowa, Iowa City, IA, USA.
Dana A SoukupDepartment of Molecular Physiology and Biophysics, University of Iowa, Iowa City, IA, USA.
Monica KettelsonDepartment of Biomedical Engineering, University of Iowa, Iowa City, IA, USA.
Danielle PellackDepartment of Molecular Physiology and Biophysics, University of Iowa, Iowa City, IA, USA.
Hannah MercerDepartment of Molecular Physiology and Biophysics, University of Iowa, Iowa City, IA, USA.
Kai WangDepartment of Biostatistics, University of Iowa, Iowa City, IA, USA.
Mona K GarvinVA Center for the Prevention and Treatment of Visual Loss, Iowa City VA Health Care System, Iowa City, IA, USA.
Michael D AbramoffDepartment of Electrical and Computer Engineering, University of Iowa, Iowa City, IA, USA.
Michael G AndersonVA Center for the Prevention and Treatment of Visual Loss, Iowa City VA Health Care System, Iowa City, IA, USA.
University of Iowa · USIowa City VA Health Care System · US

Funding

Pulmonary Toxicology Facility CoreP30ES005605 · NIEHS · UNIVERSITY OF IOWA · PI Jong Sung Kim · 1990 to 2026
$40.5M
Stem Cell and Organoid CoreP30EY025580 · NEI · UNIVERSITY OF IOWA · PI Budd A Tucker · 2016 to 2026
$6.9M
Diabetes Research Training Program Diversity SupplementT32DK112751 · NIDDK · UNIVERSITY OF IOWA · PI Andrew W Norris · 2017 to 2026
$4.8M
Genetic dissection of pigment dispersing iris diseaseR01EY017673 · NEI · UNIVERSITY OF IOWA · PI ANDERSON, MICHAEL G · 2008 to 2017
$3.1M
Fatty Acid Defects & Oxidative Stress Modulate Islet Function in Cystic FibrosisR01DK097820 · NIDDK · UNIVERSITY OF IOWA · PI NORRIS, ANDREW W, UC, ALIYE · 2012 to 2016
$1.9M
NEI NIH HHS P30 EY025580NEI NIH HHS R01 EY017673NIDDK NIH HHS T32 DK112751RRD VA I01 RX001481
6 · The paper itself

Abstract

Purpose: Despite popularity of optical coherence tomography (OCT) in glaucoma studies, it's unclear how well OCT-derived metrics compare to traditional measures of retinal ganglion cell (RGC) abundance. Here, Diversity Outbred (J:DO) mice are used to directly compare ganglion cell complex (GCC) thickness measured by OCT to metrics of retinal anatomy measured ex vivo with retinal wholemounts and optic nerve histology. Methods: J:DO mice (n = 48) underwent fundoscopic and OCT examinations, with automated segmentation of GCC thickness. RGC axons were quantified from para-phenylenediamine-stained optic nerve cross-sections and somas from BRN3A-immunolabeled retinal wholemounts, with total inner retinal cellularity assessed by TO-PRO and subsequent hematoxylin staining. Results: J:DO tissues lacked overt disease. GCC thickness, RGC abundance, and total cell abundance varied broadly across individuals. GCC thickness correlated significantly to RGC somal density (r = 0.58) and axon number (r = 0.44), but not total cell density. Retinal area and nerve cross-sectional area varied widely. No metrics were significantly influenced by sex. In bilateral comparisons, GCC thickness (r = 0.95), axon (r = 0.72), and total cell density (r = 0.47) correlated significantly within individuals. Conclusions: Amongst outbred mice, OCT-derived measurements of GCC thickness correlate significantly to RGC somal and axon abundance. Factors limiting correlation are likely both biological and methodological, including differences in retinal area that distort sampling-based estimates of RGC abundance. Translational Relevance: There are significant-but imperfect-correlations between GCC thickness and RGC abundance across genetic contexts in mice, highlighting valid uses and ongoing challenges for meaningful use of OCT-derived metrics.

Indexed as

GlaucomaOptic Nerve DiseasesAnimalsHematoxylinMiceRetinal Ganglion CellsTomography, Optical CoherenceHematoxylin

Identifiers

PMID36135979
PMCPMC9513741
OpenAlexW4296674607

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.