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DOI 10.1167/iovs.67.11.40

Медицинская библиотека · Investigative ophthalmology & visual science · 2026

The Behavior of the External Limiting Membrane and Ellipsoid Zone in Diabetic Macular Edema: A Population AI-Assisted Optical Coherence Tomography Study.

Midena Edoardo, Lupidi Marco, Frizziero Luisa, Midena Giulia, Pilotto Elisabetta, Toto Lisa, Cicinelli Maria Vittoria, Veritti Daniele, Covello Giuseppe, Lattanzio Rosangela, Figus Michele, Danieli Luca, Borrelli Enrico, Reibaldi Michele, Tognetto Daniele, Inferrera Leandro, Donati Simone, Rossi Settimio, Melillo Paolo, Lanzetta Paolo, Sarao Valentina, Gregori Giulia, Cagini Carlo, Eandi Chiara Maria, Carnevali Adriano, Scorcia Vincenzo, Maggio Emilia, Pertile Grazia, Costagliola Ciro, Cennamo Gilda, Mora Paolo, Dell'Omo Roberto, Affatato Marzia, Passamonti Marzia, Parravano Mariacristina, Lassandro Nicola Vito, Nassisi Marco, Viola Francesco, Castellino Niccolò, Cappellani Francesco, Giannaccare Giuseppe, Boscia Francesco, Grassi Maria Oliva, Musetti Donatella, Folegani Valentina, Invernizzi Alessandro, Rossetti Luca, Bacci Tommaso, Ricci Federico, Lombardo Marco, Romano Mary, Valsecchi Nicola, Coppola Michele, Cavarzeran Fabiano

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Аннотация

PURPOSE: To investigate the behavior of the external limiting membrane (ELM) and ellipsoid zone (EZ) in diabetic macular edema (DME) using artificial intelligence (AI)-based optical coherence tomography (OCT) quantification.

METHODS

This was a cross-sectional study. OCT scans of eyes affected by DME were analyzed using a validated AI platform to quantify intraretinal fluid (IRF), subretinal fluid (SRF), inflammatory hyper-reflective retinal foci (I-HRF), and the percentage of interruption of the ELM and EZ. Eyes were classified according to ELM/EZ interruption and grouped into four patterns of integrity: no interruption, EZ interruption >ELM, ELM > EZ, and ELM = EZ. The distribution of the ELM/EZ disruption and associations with other biomarkers, and clinical data, including visual acuity, were analyzed.

RESULTS

We analyzed 2355 eyes from 1688 patients affected by DME. ELM interruption was observed in 21.9% of eyes and EZ interruption in 37.6%. A greater prevalence of EZ disruption was also identified in both previously treated and untreated eyes. Eyes with an interrupted ELM/EZ showed significantly greater IRF and SRF volumes and a more centrally located IRF distribution. I-HRF counts were significantly higher in eyes with predominant EZ damage. ELM disruption showed the strongest correlation with visual acuity and SRF burden.

CONCLUSIONS

Quantitative AI-based OCT analysis demonstrated that the ELM and EZ have distinct yet complementary relationships with fluid biomarkers and visual acuity. EZ alterations are more prevalent and associated with I-HRF increases, whereas ELM disruption appears to reflect deeper structural damage and stronger functional impairment. Integrating outer retinal layer integrity with other features of DME may provide a more comprehensive characterization of DME and support a more personalized prognostic assessment and therapeutic strategies.

Для цитирования: Midena Edoardo, Lupidi Marco, Frizziero Luisa, Midena Giulia, Pilotto Elisabetta, Toto Lisa, Cicinelli Maria Vittoria, Veritti Daniele, Covello Giuseppe, Lattanzio Rosangela, Figus Michele, Danieli Luca, Borrelli Enrico, Reibaldi Michele, Tognetto Daniele, Inferrera Leandro, Donati Simone, Rossi Settimio, Melillo Paolo, Lanzetta Paolo, Sarao Valentina, Gregori Giulia, Cagini Carlo, Eandi Chiara Maria, Carnevali Adriano, Scorcia Vincenzo, Maggio Emilia, Pertile Grazia, Costagliola Ciro, Cennamo Gilda, Mora Paolo, Dell'Omo Roberto, Affatato Marzia, Passamonti Marzia, Parravano Mariacristina, Lassandro Nicola Vito, Nassisi Marco, Viola Francesco, Castellino Niccolò, Cappellani Francesco, Giannaccare Giuseppe, Boscia Francesco, Grassi Maria Oliva, Musetti Donatella, Folegani Valentina, Invernizzi Alessandro, Rossetti Luca, Bacci Tommaso, Ricci Federico, Lombardo Marco, Romano Mary, Valsecchi Nicola, Coppola Michele, Cavarzeran Fabiano. The Behavior of the External Limiting Membrane and Ellipsoid Zone in Diabetic Macular Edema: A Population AI-Assisted Optical Coherence Tomography Study.. Investigative ophthalmology & visual science. 2026. DOI: 10.1167/iovs.67.11.40.

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