Evidence map›Paper›PMID 42071024›Full record

ArticleScientific reports2026

A novel electrocardiogram-synchronized laser Doppler holography system for cardiac cycle-resolved retinal hemodynamics: development and validation.

Keren Wood, Nicholas Schnorbus, Luis Muncharaz, Yash Lahoti, Brent A Siesky, Giovanna Guidoboni, Alice Verticchio Vercellin, Samuel Potash, Lily A Greenberg, Michael Atlan and 3 more

Abstract read
In one paragraph

Article in Scientific reports, 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

13 authors.

Keren WoodDepartment of Ophthalmology, Icahn School of Medicine at Mount Sinai, Annenberg 22-86, 1468 Madison Avenue, Box 1183, New York, NY, 10029, USA.
Nicholas SchnorbusRensselaer Polytechnic Institute, Troy, NY, USA.
Luis MuncharazNew York Eye and Ear Infirmary of Mount Sinai, New York, NY, USA.
Yash LahotiDepartment of Ophthalmology, Icahn School of Medicine at Mount Sinai, Annenberg 22-86, 1468 Madison Avenue, Box 1183, New York, NY, 10029, USA.
Brent A SieskyDepartment of Ophthalmology, Icahn School of Medicine at Mount Sinai, Annenberg 22-86, 1468 Madison Avenue, Box 1183, New York, NY, 10029, USA.
Giovanna GuidoboniMaine College of Engineering and Computing, University of Maine, Orono, ME, USA.
Alice Verticchio VercellinDepartment of Ophthalmology, Icahn School of Medicine at Mount Sinai, Annenberg 22-86, 1468 Madison Avenue, Box 1183, New York, NY, 10029, USA.
Samuel PotashDepartment of Ophthalmology, Icahn School of Medicine at Mount Sinai, Annenberg 22-86, 1468 Madison Avenue, Box 1183, New York, NY, 10029, USA.
Lily A GreenbergNew York Eye and Ear Infirmary of Mount Sinai, New York, NY, USA.
Michael AtlanLangevin Institute, French National Centre for Scientific Research (CNRS), Paris Sciences & Letters University (PSL), ESPCI Paris (École Supérieure de Physique et de Chimie Industrielles), Paris, France.
Toco Y P ChuiNew York Eye and Ear Infirmary of Mount Sinai, New York, NY, USA.
Richard RosenNew York Eye and Ear Infirmary of Mount Sinai, New York, NY, USA.
Alon HarrisDepartment of Ophthalmology, Icahn School of Medicine at Mount Sinai, Annenberg 22-86, 1468 Madison Avenue, Box 1183, New York, NY, 10029, USA. alon.harris@mssm.edu.

Funding

SCH: SEEthroughGLAUCOMA: Smart Eye Emulator (SEE) to study glaucoma risk factorsR01EY034718 · NEI · UNIVERSITY OF MAINE ORONO · PI GUIDOBONI, GIOVANNA, HARRIS, ALON · 2022 to 2025
$975k
NIH HHS R01EY034718
6 · The paper itself

Abstract

The retinal microvasculature is one of the few sites where the microcirculation can be directly and non-invasively visualized in vivo, offering a unique window into ocular disease and systemic health. In this study we developed and validated a novel imaging platform integrating a custom-built one-lead electrocardiogram (ECG) with laser Doppler holography (LDH), a high-speed imaging technique that captures Doppler-induced phase shifts, for real-time cardiac cycle-resolved assessment of retinal hemodynamics. Twenty-five healthy adults were imaged (five images per eye), with 563 cardiac cycles meeting analysis quality criteria. Internal system latency combined with synchronization offset amounted to less than 5 ms. LDH-derived beat-to-beat intervals closely tracked ECG R-R intervals, with small mean differences (~ 3 ms), demonstrating excellent temporal stability without measurable drift. ECG-retina latencies, defined as time from the ECG R-peak to LDH peak systolic velocity (R-PSV), maximal systolic upslope (R-MaxSlope), and 50% PSV amplitude (R-PSV½), were measured. R-PSV½ mean ± SD was 128 ± 18 ms and showed the highest repeatability (ICC = 0.78, median CV = 4.8%). ECG-retina latencies were moderately associated with age and heart rate, in exploratory analyses. This integrated ECG-LDH platform provides repeatable, synchronized, high-speed, cardiac-resolved retinal hemodynamic measurements and establishes a quantitative framework for studying the eye-heart relationship.

Indexed as

ElectrocardiographyHemodynamicsHolographyLaser-Doppler FlowmetryRetinaRetinal VesselsAdultFemaleHumansMaleYoung AdultElectrocardiographyLaser Doppler holographyMethod validationOculomicsRetinal hemodynamicsSynchronization

Identifiers

PMID42071024
PMCPMC13332030

What Socratic 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 Socratic graph.