Evidence map›Paper›PMID 42239222›Full record

ArticlebioRxiv : the preprint server for biology2026

Frequency-Dependent Bioimpedance Signatures of Ocular Tissues in Intact Ex Vivo Eyes Under Simulated Surgical Conditions.

Bita Behziz, Matthew Nepo, Yasamin Sadat Mousavimotlagh, Tsu-Chin Tsao, Aya Barzelay

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

5 authors.

Bita BehzizDepartment of Mechanical and Aerospace Engineering, UCLA, Los Angeles, CA, USA.ORCID 0000-0001-9897-4177
Matthew NepoDepartment of Mechanical and Aerospace Engineering, UCLA, Los Angeles, CA, USA.ORCID 0009-0000-0708-4137
Yasamin Sadat MousavimotlaghJules Stein Eye Institute, UCLA, Los Angeles, CA, USA.ORCID 0009-0002-1500-4656
Tsu-Chin TsaoDepartment of Mechanical and Aerospace Engineering, UCLA, Los Angeles, CA, USA.ORCID 0000-0003-2087-6221
Aya BarzelayJules Stein Eye Institute, UCLA, Los Angeles, CA, USA.ORCID 0000-0002-1906-9871

Funding

Vision Science Training ProgramT32EY007026 · NEI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Alapakkam P Sampath · 1985 to 2026
$5.7M
Vitreoretinal Surgery via Robotic Microsurgical System with Image Guidance, Force Feedback, Virtual Fixture, and Augmented RealityR01EY029689 · NEI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI TSAO, TSU-CHIN TC · 2019 to 2023
$2.0M
NEI NIH HHS R01 EY029689NEI NIH HHS T32 EY007026
6 · The paper itself

Abstract

Purpose: To characterize the frequency-dependent bioimpedance properties of major ocular tissues in intact ex vivo porcine eyes under simulated surgical conditions and evaluate tissue separability at discrete frequencies. Methods: Bioimpedance spectra were acquired from sclera, corneal epithelium, iris, lens, vitreous, and retina in intact ex vivo porcine eyes using a two-electrode probe and a precision LCR meter over 5 kHz to 1 MHz. Measurements were obtained under balanced salt solution and ophthalmic viscosurgical device conditions. Probe-tissue contact was verified by microscope visualization and optical coherence tomography. Tissue separability at 5, 50, 100, and 900 kHz was evaluated using global and pairwise statistical comparisons, effect sizes, and ROC-based separability metrics. Robotic-stabilized and handheld measurements were also compared. Results: Ocular tissues demonstrated distinct, frequency-dependent impedance magnitude distributions. Across sampled frequencies, 60% to 80% of tissue pairs showed significant differences after multiplicity correction. Median pairwise effect sizes ranged from Cohen's d = 0.48 at 5 kHz to 1.04 to 1.06 at 50 to 100 kHz. Median ROC-based separability was 0.91 at 5 kHz and 0.76 to 0.77 at 50 to 900 kHz. Robotic-stabilized measurements showed lower variance than handheld measurements, although tissue-specific impedance ranges and frequency-dependent trends were preserved across acquisition modes. Conclusions: Major ocular tissues exhibit reproducible, frequency-dependent bioimpedance signatures in intact ex vivo eyes under simulated surgical preparation. These findings establish a physiologically relevant ocular impedance reference dataset and support bioimpedance as a complementary modality for tissue differentiation in ophthalmic microsurgery.

Identifiers

PMID42239222
PMCPMC13228224

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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 OpenQuestion graph.