Automated Longitudinal Quantification of Retinal and Choroidal Vascular Changes After Phacoemulsification
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
3. Results
3.1. Baseline Demographics and Clinical Characteristics
3.2. Layer-Specific OCTA Parameter Changes over Time
3.3. Correlation Between Layer-Specific Changes
3.4. Differences in Change by Clinical Factors
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Shahzad, R.; Siddiqui, M.A.R.; Zafar, S.; Kausar, F.; Shahzad, M.H. Choroidal thickness changes following cataract surgery using swept source optical coherence tomography. Can. J. Ophthalmol. 2018, 53, 60–64. [Google Scholar] [CrossRef]
- Pierru, A.; Carles, M.; Gastaud, P.; Baillif, S. Measurement of Subfoveal Choroidal Thickness After Cataract Surgery in Enhanced Depth Imaging Optical Coherence Tomography. Investig. Ophthalmol. Vis. Sci. 2014, 55, 4967–4974. [Google Scholar] [CrossRef] [PubMed]
- Spaide, R.F.; Klancnik, J.M.; Cooney, M.J., Jr. Retinal vascular layers imaged by fluorescein angiography and optical coherence tomography angiography. JAMA Ophthalmol. 2015, 133, 45–50. [Google Scholar] [CrossRef] [PubMed]
- Azemin, M.Z.; Kumar, D.K.; Wong, T.Y.; Wang, J.J.; Mitchell, P.; Kawasaki, R.; Wu, H. Age-related rarefaction in the fractal dimension of retinal vessel. Neurobiol. Aging 2012, 33, 194.e1–194.e4. [Google Scholar] [CrossRef] [PubMed]
- Bhardwaj, S.; Tsui, E.; Zahid, S.; Young, E.; Mehta, N.; Agemy, S.; Garcia, P.; Rosen, R.B.; Young, J.A. Value of Fractal Analysis of Optical Coherence Tomography Angiography in Various Stages of Diabetic Retinopathy. Retina 2018, 38, 1816–1823. [Google Scholar] [CrossRef]
- Spaide, R.F.; Fujimoto, J.G.; Waheed, N.K.; Sadda, S.R.; Staurenghi, G. Optical coherence tomography angiography. Prog. Retin. Eye Res. 2018, 64, 1–55. [Google Scholar] [CrossRef]
- Lee, J.; Hong, S.W.; Ra, H.; Kim, E.C.; Kang, N.Y.; Baek, J. Clinical Factors Affecting Subfoveal Choroidal Thickness and Choroidal Vascularity Index after Phacoemulsification for Cataracts. J. Korean Ophthalmol. Soc. 2021, 62, 621–630. [Google Scholar] [CrossRef]
- Untracht, G.R.; Matos, R.S.; Dikaios, N.; Bapir, M.; Durrani, A.K.; Butsabong, T.; Campagnolo, P.; Sampson, D.D.; Heiss, C.; Sampson, D.M. OCTAVA: An open-source toolbox for quantitative analysis of optical coherence tomography angiography images. PLoS ONE 2021, 16, e0261052. [Google Scholar] [CrossRef]
- Jung, Y.; Ra, H.; Choi, S.; Lee, S.H.; Baek, J. Choroidal vessel changes in acute and chronic central serous chorioretinopathy assessed by en-face Layer-by-Layer comparison and correlation. Sci. Rep. 2025, 15, 14894. [Google Scholar] [CrossRef]
- Kurdiani, T.; Fiorentzis, M.; Bechrakis, N.E.; Kiefer, T. OCT Angiography-Based Quantitative Choroidal Vasculature Analysis in Choroidal Melanomas and Nevi. Ophthalmol. Sci. 2026, 6, 100979. [Google Scholar] [CrossRef]
- Liu, J.; Liu, Q.; Yu, H.; Xia, Y.; Zhang, H.; Geng, C.; Dong, L. Microvascular Changes in Macular Area After Phacoemulsification and Its Influencing Factors Assessed by Optical Coherence Tomography Angiography. Ther. Clin. Risk Manag. 2021, 17, 405–414. [Google Scholar] [CrossRef]
- Pighin, M.S.; Tsiroukis, E.; Dyrda, A.; Jürgens, I. Automated Analysis of the Foveal Avascular Zone in Optical Coherence Tomography Angiography Before and After Phacoemulsification. J. Clin. Med. 2025, 14, 7674. [Google Scholar] [CrossRef] [PubMed]
- Križanović, A.; Bjeloš, M.; Bušić, M.; Elabjer, B.K.; Rak, B.; Vukojević, N. Macular perfusion analysed by optical coherence tomography angiography after uncomplicated phacoemulsification: Benefits beyond restoring vision. BMC Ophthalmol. 2021, 21, 71. [Google Scholar] [CrossRef] [PubMed]
- Jia, X.; Wei, Y.; Song, H. Optical coherence tomography angiography evaluation of the effects of phacoemulsification cataract surgery on macular hemodynamics in Chinese normal eyes. Int. Ophthalmol. 2021, 41, 4175–4185. [Google Scholar] [CrossRef] [PubMed]
- Baldascino, A.; Ripa, M.; Carlà, M.M.; Caporossi, T.; Grieco, G.; Gambini, G.; De Vico, U.; Raguso, G.; Kilian, R.; Rizzo, C.; et al. Optical Coherence Tomography Angiography to Estimate Early Retinal Blood Flow Changes after Uncomplicated Cataract Surgery. Vision 2022, 6, 38. [Google Scholar] [CrossRef]
- Nourinia, R.; Kiani, A.; Hassanpour, K.; Nikkhah, H.; Faramarzi, A.; Emamverdi, M. Optical coherence tomography angiography parameters after cataract surgery. Int. Ophthalmol. 2023, 43, 2679–2686. [Google Scholar] [CrossRef]
- Yu, S.; Frueh, B.E.; Steinmair, D.; Ebneter, A.; Wolf, S.; Zinkernagel, M.S.; Munk, M.R. Cataract significantly influences quantitative measurements on swept-source optical coherence tomography angiography imaging. PLoS ONE 2018, 13, e0204501. [Google Scholar] [CrossRef]
- Zhao, Z.; Wen, W.; Jiang, C.; Lu, Y. Changes in macular vasculature after uncomplicated phacoemulsification surgery: Optical coherence tomography angiography study. J. Cataract. Refract. Surg. 2018, 44, 453–458. [Google Scholar] [CrossRef]
- İçöz, M. Evaluation of structural vascular changes in the choroid after uneventful phacoemulsification surgery. Rom. J. Ophthalmol. 2023, 67, 50–56. [Google Scholar]
- Tranos, P.; Dimacali, V.; Vasileiou, D.; Koronis, S.; Rasoglou, A.; Panos, G.D.; de Politis, P.B.; Ambrosio, R., Jr.; Gatzioufas, Z. The Effects of Uneventful Phacoemulsification on Subfoveal Choroidal Thickness. Ophthalmol. Ther. 2023, 12, 3013–3023. [Google Scholar] [CrossRef]
- Oh, J.; Baik, D.J.; Ahn, J. Inter-relationship between retinal and choroidal vasculatures using optical coherence tomography angiography in normal eyes. Eur. J. Ophthalmol. 2020, 30, 48–57. [Google Scholar] [CrossRef]
- Mack, A.F. Evidence for a columnar organization of cones, Muller cells, and neurons in the retina of a cichlid fish. Neuroscience 2007, 144, 1004–1014. [Google Scholar] [CrossRef]
- Saint-Geniez, M.; D’Amore, P.A. Development and pathology of the hyaloid, choroidal and retinal vasculature. Int. J. Dev. Biol. 2004, 48, 1045–1058. [Google Scholar] [CrossRef]
- Svjascenkova, L.; Laganovska, G.; Tzivian, L. Microstructural Changes in the Macula Following Cataract Surgery in Patients with Type 2 Diabetes Mellitus Detected Using Optical Coherence Tomography Angiography. Diagnostics 2023, 13, 605. [Google Scholar] [CrossRef]

| Variable | Value |
|---|---|
| No. of eyes | 31 |
| Age, years (mean ± SD) | 72.5 ± 8.9 |
| Female, n (%) | 21 (67.7%) |
| Male, n (%) | 10 (32.3%) |
| Diabetes mellitus, n (%) | 12 (38.7%) |
| Retrobulbar anesthesia, n (%) | 4 (12.9%) |
| Right eye, n (%) | 14 (45.2%) |
| Layer | Parameter | Baseline | 1 Day | 1 Week | 1 Month | 2 Months | p-Value |
|---|---|---|---|---|---|---|---|
| SCP | Mean Diameter | 31.677 ± 0.832 | 31.065 ± 1.459 | 30.806 ± 0.980 | 30.839 ± 1.003 | 30.800 ± 0.913 | ≤0.001 |
| VAD | 42.590 ± 1.462 | 44.098 ± 2.599 | 43.764 ± 1.448 | 43.743 ± 1.572 | 44.097 ± 1.443 | 0.002 | |
| VLD (%) | 18.046 ± 1.018 | 19.088 ± 1.732 | 19.214 ± 1.277 | 19.118 ± 1.281 | 19.411 ± 1.232 | ≤0.001 | |
| Mean Tortuosity | 1.123 ± 0.005 | 1.122 ± 0.005 | 1.119 ± 0.003 | 1.119 ± 0.004 | 1.120 ± 0.003 | 0.008 | |
| Nodes | 2146.387 ± 177.517 | 2378.484 ± 310.517 | 2375.806 ± 219.624 | 2376.452 ± 229.588 | 2419.800 ± 216.440 | ≤0.001 | |
| Total Length | 369.056 ± 20.796 | 390.347 ± 35.413 | 392.913 ± 26.107 | 390.983 ± 26.196 | 396.936 ± 25.187 | ≤0.001 | |
| DCP | Mean Diameter | 28.065 ± 1.548 | 28.000 ± 1.155 | 27.871 ± 1.204 | 27.935 ± 1.504 | 27.920 ± 1.352 | 0.458 |
| VAD | 34.659 ± 5.984 | 37.307 ± 6.157 | 38.242 ± 5.912 | 37.922 ± 5.598 | 38.645 ± 4.825 | ≤0.001 | |
| VLD (%) | 6.839 ± 1.329 | 7.459 ± 1.441 | 7.658 ± 1.399 | 7.610 ± 1.322 | 7.682 ± 1.188 | ≤0.001 | |
| Nodes | 2308.290 ± 774.577 | 2559.677 ± 818.093 | 2653.548 ± 778.031 | 2613.903 ± 743.127 | 2711.400 ± 791.607 | ≤0.001 | |
| Total Length | 341.989 ± 66.431 | 372.946 ± 72.030 | 382.909 ± 69.935 | 380.438 ± 66.102 | 384.090 ± 59.353 | ≤0.001 | |
| CC | VAD | 47.279 ± 3.293 | 47.958 ± 2.952 | 48.231 ± 2.724 | 47.985 ± 3.010 | 48.501 ± 1.584 | 0.101 |
| Haller | Mean Diameter | 97.161 ± 10.162 | 94.839 ± 8.462 | 93.516 ± 7.628 | 93.097 ± 7.709 | 93.083 ± 7.790 | ≤0.001 |
| Parameter | Layer Pair | Spearman r | p-Value |
|---|---|---|---|
| VAD | SCP–DCP | 0.504 | 0.01 |
| VAD | DCP–CC | 0.532 | 0.006 |
| VAD | CC–Haller | −0.647 | ≤0.001 |
| Mean Diameter | SCP–DCP | −0.224 | 0.031 |
| Clinical Factor | Layer | Parameter | β (Time × Factor) | p-Value |
|---|---|---|---|---|
| Retrobulbar | CC | VAD | −0.526 | 0.015 |
| Sex | CC | VAD | −0.366 | 0.034 |
| Sex | CC | Nodes | −38.76 | 0.028 |
| Sex | DCP | Mean Diameter | −0.224 | 0.031 |
| Sex | Haller | Nodes | 12.86 | 0.009 |
| Sex | Haller | Total Length | 2.66 | 0.011 |
| Sex | Haller | VAD | 0.382 | 0.013 |
| Sex | Haller | VLD (%) | 0.13 | 0.014 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Lee, S.H.; Lee, P.K.; Park, S.E.; Ra, H.; Baek, J. Automated Longitudinal Quantification of Retinal and Choroidal Vascular Changes After Phacoemulsification. Tomography 2026, 12, 42. https://doi.org/10.3390/tomography12030042
Lee SH, Lee PK, Park SE, Ra H, Baek J. Automated Longitudinal Quantification of Retinal and Choroidal Vascular Changes After Phacoemulsification. Tomography. 2026; 12(3):42. https://doi.org/10.3390/tomography12030042
Chicago/Turabian StyleLee, Seung Hoon, Phil Kyu Lee, Se Eun Park, Ho Ra, and Jiwon Baek. 2026. "Automated Longitudinal Quantification of Retinal and Choroidal Vascular Changes After Phacoemulsification" Tomography 12, no. 3: 42. https://doi.org/10.3390/tomography12030042
APA StyleLee, S. H., Lee, P. K., Park, S. E., Ra, H., & Baek, J. (2026). Automated Longitudinal Quantification of Retinal and Choroidal Vascular Changes After Phacoemulsification. Tomography, 12(3), 42. https://doi.org/10.3390/tomography12030042

