The Effect of Periodontitis Severity on Diabetic Retinopathy: An Optical Coherence Tomography Study
Abstract
1. Introduction
2. Materials and Methods
2.1. Ethical Approval
2.2. Study Groups
2.3. Sample Size Calculation
2.4. Examiner Calibration
2.5. Clinical Periodontal Measurements
2.6. Optical Coherence Tomography Measurements
2.7. Optical Coherence Tomography Angiography Measurements
2.8. Statistical Analysis
3. Results
3.1. Demographic Findings
3.2. Association Between Retinal Layer Thickness and Periodontal Disease Severity
3.3. Association Between CSI Values and Periodontal Disease Severity
3.4. Association Between GCL+ Values and Periodontal Disease Severity
3.5. Association Between RNFL Values and Periodontal Disease Severity
3.6. Association Between Peripapillary CSI (BM–CSI) Values and Periodontal Disease Severity
3.7. Association Between Superficial Retinal Layer Vessel Density (ILM 2.6- IPL/INL15.6) and Periodontal Disease Severity
3.8. Association Between Deep Retinal Layer Vessel Density (ILM 15.6-IPL/INL70.2) and Periodontal Disease Severity
3.9. Association Between FAZ (Superficial and Deep) Values and Periodontal Disease Severity
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| DR | Diabetic retinopathy |
| DM | Diabetes mellitus |
| OCT | Optical coherence tomography |
| OCTA | Optical coherence tomography angiography |
| CSI | Choroid-sclera interface |
| GCL | Ganglion cell layer |
| RNFL | Retinal nerve fiber layer |
| FAZ | Foveal avascular zone |
| ILM | Inner limiting membrane |
| PI | Plaque index |
| GI | Gingival index |
| PPD | Probing pocket depth |
| CAL | Clinical attachment loss |
| RTEU | Recep Tayyip Erdoğan University |
| AGEs | Advanced glycation end products |
| TNF | Tumor necrosis factor |
| IL | Interleukin |
References
- Teo, Z.L.; Tham, Y.C.; Yu, M.; Chee, M.L.; Rim, T.H.; Cheung, N.; Bikbov, M.M.; Wang, Y.X.; Tang, Y.; Lu, Y.; et al. Global Prevalence of Diabetic Retinopathy and Projection of Burden through 2045: Systematic Review and Meta-analysis. Ophthalmology 2021, 128, 1580–1591. [Google Scholar] [CrossRef] [PubMed]
- Tan, T.E.; Wong, T.Y. Diabetic retinopathy: Looking forward to 2030. Front. Endocrinol. 2022, 13, 1077669. [Google Scholar] [CrossRef]
- Kang, Q.; Yang, C. Oxidative stress and diabetic retinopathy: Molecular mechanisms, pathogenetic role and therapeutic implications. Redox Biol. 2020, 37, 101799. [Google Scholar] [CrossRef] [PubMed]
- Sinclair, S.H.; Schwartz, S. Diabetic retinopathy: New concepts of screening, monitoring, and interventions. Surv. Ophthalmol. 2024, 69, 882–892. [Google Scholar] [CrossRef] [PubMed]
- Yang, Z.; Tan, T.E.; Shao, Y.; Wong, T.Y.; Li, X. Classification of diabetic retinopathy: Past, present and future. Front. Endocrinol. 2022, 13, 1079217. [Google Scholar] [CrossRef]
- Ramakrishnan, M.S.; Kovach, J.L.; Wykoff, C.C.; Berrocal, A.M.; Modi, Y.S. American Society of Retina Specialists Clinical Practice Guidelines on Multimodal Imaging for Retinal Disease. J. VitreoRetin. Dis. 2024, 8, 234–246. [Google Scholar] [CrossRef]
- Tang, F.Y.; Chan, E.O.; Sun, Z.; Wong, R.; Lok, J.; Szeto, S.; Chan, J.C.; Lam, A.; Tham, C.C.; Ng, D.S.; et al. Clinically relevant factors associated with quantitative optical coherence tomography angiography metrics in deep capillary plexus in patients with diabetes. Eye Vis. 2020, 7, 7. [Google Scholar] [CrossRef]
- Arslan, H.; Yorgancilar, N.; Kose, O.; Aslan, M.G.; Altin, A.; Bayrakdar, S.K.; Yemenoglu, H.; Findik, H.; Yilmaz, A. Periodontitis Provokes Retinal Neurodegenerative Effects of Metabolic Syndrome: A Cross-Sectional Study. Dent. J. 2024, 12, 351. [Google Scholar] [CrossRef]
- Lindner, M.; Arefnia, B.; Ivastinovic, D.; Sourij, H.; Lindner, E.; Wimmer, G. Association of periodontitis and diabetic macular edema in various stages of diabetic retinopathy. Clin. Oral. Investig. 2022, 26, 505–512. [Google Scholar] [CrossRef]
- Crincoli, E.; Sacconi, R.; Querques, L.; Querques, G. OCT angiography 2023 update: Focus on diabetic retinopathy. Acta Diabetol. 2024, 61, 533–541. [Google Scholar] [CrossRef]
- Wang, W.; Lo, A.C.Y. Diabetic Retinopathy: Pathophysiology and Treatments. Int. J. Mol. Sci. 2018, 19, 1816. [Google Scholar] [CrossRef] [PubMed]
- Lomeli Martinez, S.M.; Cortes Trujillo, I.; Martinez Nieto, M.; Mercado Gonzalez, A.E. Periodontal disease: A silent factor in the development and progression of diabetic retinopathy. World J. Diabetes 2024, 15, 1672–1676. [Google Scholar] [CrossRef] [PubMed]
- Arjunan, P. Eye on the Enigmatic Link: Dysbiotic Oral Pathogens in Ocular Diseases; The Flip Side. Int. Rev. Immunol. 2021, 40, 409–432. [Google Scholar] [CrossRef] [PubMed]
- Zhao, Y.; Shen, Q.Q. Link between periodontitis and diabetic retinopathy: Inflammatory pathways and clinical implications. World J. Diabetes 2024, 15, 1842–1846. [Google Scholar] [CrossRef]
- Papapanou, P.N.; Sanz, M.; Buduneli, N.; Dietrich, T.; Feres, M.; Fine, D.H.; Flemmig, T.F.; Garcia, R.; Giannobile, W.V.; Graziani, F.; et al. Periodontitis: Consensus report of workgroup 2 of the 2017 World Workshop on the Classification of Periodontal and Peri-Implant Diseases and Conditions. J. Periodontol. 2018, 89, S173–S182. [Google Scholar] [CrossRef]
- Leley, S.P.; Ciulla, T.A.; Bhatwadekar, A.D. Diabetic Retinopathy in the Aging Population: A Perspective of Pathogenesis and Treatment. Clin. Interv. Aging 2021, 16, 1367–1378. [Google Scholar] [CrossRef]
- Anil, S.; Joseph, B.; Pereira, M.A.; Arya, S.; Syamala, S.; Sweety, V.K.; Jayasinghe, R. Diabetic Retinopathy and Periodontitis: Implications from a Systematic Review and Meta-Analysis. Int. Dent. J. 2025, 75, 453–463. [Google Scholar] [CrossRef]
- Tandon, A.; Kamath, Y.S.; Gopalkrishna, P.; Saokar, A.; Prakash, S.; Sarpangala, S.B.; Bhandary, S.V. The association between diabetic retinopathy and periodontal disease. Saudi J. Ophthalmol. 2020, 34, 167–170. [Google Scholar] [CrossRef]
- Alvarenga, M.O.P.; Miranda, G.H.N.; Ferreira, R.O.; Saito, M.T.; Fagundes, N.C.F.; Maia, L.C.; Lima, R.R. Association Between Diabetic Retinopathy and Periodontitis—A Systematic Review. Front. Public Health 2020, 8, 550614. [Google Scholar] [CrossRef]
- Almarhoumi, R.; Alvarez, C.; Harris, T.; Tognoni, C.M.; Paster, B.J.; Carreras, I.; Dedeoglu, A.; Kantarci, A. Microglial cell response to experimental periodontal disease. J. Neuroinflammation 2023, 20, 142. [Google Scholar] [CrossRef]
- WHO. Use of Glycated Haemoglobin (HbA1c) in the Diagnosis of Diabetes Mellitus; Abbreviated Report of a WHO Consultation; WHO: Geneva, Switzerland, 2011. [Google Scholar]
- Loe, H. The Gingival Index, the Plaque Index and the Retention Index Systems. J. Periodontol. 1967, 38, 610–616. [Google Scholar] [CrossRef]
- Ainamo, J.; Bay, I. Problems and proposals for recording gingivitis and plaque. Int. Dent. J. 1975, 25, 229–235. [Google Scholar]
- Glavind, L.; Loe, H. Errors in the clinical assessment of periodontal destruction. J. Periodontal Res. 1967, 2, 180–184. [Google Scholar] [CrossRef] [PubMed]
- Early Treatment Diabetic Retinopathy Study Research Group. Grading diabetic retinopathy from stereoscopic color fundus photographs—An extension of the modified Airlie House classification. ETDRS report number 10. Ophthalmology 1991, 98, 786–806. [Google Scholar]
- Giacco, F.; Brownlee, M. Oxidative stress and diabetic complications. Circ. Res. 2010, 107, 1058–1070. [Google Scholar] [CrossRef]
- Janket, S.J.; Jones, J.A.; Meurman, J.H.; Baird, A.E.; Van Dyke, T.E. Oral infection, hyperglycemia, and endothelial dysfunction. Oral Surg. Oral Med. Oral Pathol. Oral Radiol. Endod. 2008, 105, 173–179. [Google Scholar] [CrossRef]
- Shah, J.; Tan, B.; Wong, D.; Abdul Gani, N.F.B.; Hu, Q.; Liu, X.; Chua, J. Evaluation of thickness of individual macular retinal layers in diabetic eyes from optical coherence tomography. Sci. Rep. 2024, 14, 17909. [Google Scholar] [CrossRef]
- Lupidi, M.; Coscas, G.; Coscas, F.; Fiore, T.; Spaccini, E.; Fruttini, D.; Cagini, C. Retinal Microvasculature in Nonproliferative Diabetic Retinopathy: Automated Quantitative Optical Coherence Tomography Angiography Assessment. Ophthalmic Res. 2017, 58, 131–141. [Google Scholar] [CrossRef]
- Orduna-Hospital, E.; Perdices, L.; Sanchez-Cano, A.; Acha, J.; Cuenca, N.; Pinilla, I. Choroidal Changes of Long-Term Type 1 Diabetic Patients without Retinopathy. Diagnostics 2020, 10, 235. [Google Scholar] [CrossRef]
- Haydinger, C.D.; Ferreira, L.B.; Williams, K.A.; Smith, J.R. Mechanisms of macular edema. Front. Med. 2023, 10, 1128811. [Google Scholar] [CrossRef]
- Di Pippo, M.; Santia, C.; Rullo, D.; Ciancimino, C.; Grassi, F.; Abdolrahimzadeh, S. The Choroidal Vascularity Index Versus Optical Coherence Tomography Angiography in the Evaluation of the Choroid with a Focus on Age-Related Macular Degeneration. Tomography 2023, 9, 1456–1470. [Google Scholar] [CrossRef] [PubMed]
- Wang, W.; Liu, S.; Qiu, Z.; He, M.; Wang, L.; Li, Y.; Huang, W. Choroidal Thickness in Diabetes and Diabetic Retinopathy: A Swept Source OCT Study. Investig. Ophthalmol. Vis. Sci. 2020, 61, 29. [Google Scholar] [CrossRef] [PubMed]
- Lains, I.; Talcott, K.E.; Santos, A.R.; Marques, J.H.; Gil, P.; Gil, J.; Figueira, J.; Husain, D.; Kim, I.K.; Miller, J.W.; et al. Choroidal Thickness in Diabetic Retinopathy Assessed with Swept-Source Optical Coherence Tomography. Retina 2018, 38, 173–182. [Google Scholar] [CrossRef] [PubMed]
- Abadia, B.; Sunen, I.; Calvo, P.; Bartol, F.; Verdes, G.; Ferreras, A. Choroidal thickness measured using swept-source optical coherence tomography is reduced in patients with type 2 diabetes. PLoS ONE 2018, 13, e0191977. [Google Scholar] [CrossRef]
- Fernandez-Espinosa, G.; Orduna-Hospital, E.; Boned-Murillo, A.; Diaz-Barreda, M.D.; Sanchez-Cano, A.; Sopena-Pinilla, M.; Pinilla, I. Choroidal and Retinal Thicknesses in Type 2 Diabetes Mellitus with Moderate Diabetic Retinopathy Measured by Swept Source OCT. Biomedicines 2022, 10, 2314. [Google Scholar] [CrossRef]
- Sung, J.Y.; Lee, M.W.; Lim, H.B.; Ryu, C.K.; Yu, H.Y.; Kim, J.Y. The Ganglion Cell-Inner Plexiform Layer Thickness/Vessel Density of Superficial Vascular Plexus Ratio According to the Progression of Diabetic Retinopathy. Investig. Ophthalmol. Vis. Sci. 2022, 63, 4. [Google Scholar] [CrossRef]
- Ng, D.S.; Chiang, P.P.; Tan, G.; Cheung, C.G.; Cheng, C.Y.; Cheung, C.Y.; Wong, T.Y.; Lamoureux, E.L.; Ikram, M.K. Retinal ganglion cell neuronal damage in diabetes and diabetic retinopathy. Clin. Exp. Ophthalmol. 2016, 44, 243–250. [Google Scholar] [CrossRef]
- Cao, Z.; Tian, T.; Liu, R.; Peng, J.; Kuang, G. Quantitative analysis of peripapillary RNFL capillary density and thickness in patients with mild nonproliferative diabetic retinopathy. Front. Endocrinol. 2024, 15, 1404157. [Google Scholar] [CrossRef]
- Simo, R.; Stitt, A.W.; Gardner, T.W. Neurodegeneration in diabetic retinopathy: Does it really matter? Diabetologia 2018, 61, 1902–1912. [Google Scholar] [CrossRef]
- Karesvuo, M.; Hayry, S.; Karesvuo, P.; Kanclerz, P.; Tuuminen, R. Association between periodontitis and blood-ocular barrier disruption. Eur. J. Ophthalmol. 2023, 33, 1473–1479. [Google Scholar] [CrossRef]
- Karesvuo, M.; Sorsa, T.; Tuuminen, R. Association between Oral Active-Matrix Metalloproteinase-8 Levels and Subretinal Fibrosis among Wet Age-Related Macular Degeneration Patients. Curr. Eye Res. 2024, 49, 288–294. [Google Scholar] [CrossRef] [PubMed]
- Arjunan, P.; Swaminathan, R.; Yuan, J.; Elashiry, M.; Tawfik, A.; Al-Shabrawey, M.; Martin, P.M.; Muthusamy, T.; Cutler, C.W. Exacerbation of AMD Phenotype in Lasered CNV Murine Model by Dysbiotic Oral Pathogens. Antioxidants 2021, 10, 309. [Google Scholar] [CrossRef] [PubMed]
- Liu, T.; Bi, H.; Wang, X.; Wang, G.; Li, H.; Wu, H.; Qu, Y.; Wen, Y.; Cong, C.; Wang, D. Change of retinal nerve fiber layer thickness in patients with nonarteritic inflammatory anterior ischemic optic neuropathy. Neural Regen. Res. 2012, 7, 2778–2783. [Google Scholar] [PubMed]
- Serbecic, N.; Beutelspacher, S.C.; Geitzenauer, W.; Kircher, K.; Lassmann, H.; Reitner, A.; Khan, A.; Schmidt-Erfurth, U. RNFL thickness in MS-associated acute optic neuritis using SD-OCT: Critical interpretation and limitations. Acta Ophthalmol. 2011, 89, e451–e460. [Google Scholar] [CrossRef]
- Shen, C.; Yan, S.; Du, M.; Zhao, H.; Shao, L.; Hu, Y. Assessment of capillary dropout in the superficial retinal capillary plexus by optical coherence tomography angiography in the early stage of diabetic retinopathy. BMC Ophthalmol. 2018, 18, 113. [Google Scholar] [CrossRef]
- AttaAllah, H.R.; Mohamed, A.A.M.; Ali, M.A. Macular vessels density in diabetic retinopathy: Quantitative assessment using optical coherence tomography angiography. Int. Ophthalmol. 2019, 39, 1845–1859. [Google Scholar] [CrossRef]
- Oliverio, G.W.; Meduri, A.; De Salvo, G.; Trombetta, L.; Aragona, P. OCT Angiography Features in Diabetes Mellitus Type 1 and 2. Diagnostics 2022, 12, 2942. [Google Scholar] [CrossRef]
- Yao, Y.; Wang, Q.; Yang, J.; Yan, Y.; Wei, W. Associations of retinal microvascular alterations with diabetes mellitus: An OCTA-based cross-sectional study. BMC Ophthalmol. 2024, 24, 245. [Google Scholar] [CrossRef]
- Ghassemi, F.; Berijani, S.; Roohipoor, R.; Mohebbi, M.; Babeli, A.; Gholizadeh, A.; Sabour, S. Vascular density of optic nerve head in diabetic retinopathy using optical coherence tomography angiography. Int. J. Retin. Vitr. 2020, 6, 62. [Google Scholar] [CrossRef]
- Temel, E.; Demirel, S.; Batioglu, F.; Ozmert, E. Association Between Optical Coherence Tomography Angiography Findings and Inner Retinal Thickness in Diabetic Patients. Turk. J. Ophthalmol. 2022, 52, 331–337. [Google Scholar] [CrossRef]
- Cao, D.; Yang, D.; Huang, Z.; Zeng, Y.; Wang, J.; Hu, Y.; Zhang, L. Optical coherence tomography angiography discerns preclinical diabetic retinopathy in eyes of patients with type 2 diabetes without clinical diabetic retinopathy. Acta Diabetol. 2018, 55, 469–477. [Google Scholar] [CrossRef] [PubMed]
- Dimitrova, G.; Chihara, E.; Takahashi, H.; Amano, H.; Okazaki, K. Quantitative Retinal Optical Coherence Tomography Angiography in Patients with Diabetes without Diabetic Retinopathy. Investig. Ophthalmol. Vis. Sci. 2017, 58, 190–196. [Google Scholar] [CrossRef] [PubMed]
- Ratra, D.; Dalan, D.; Prakash, N.; Kaviarasan, K.; Thanikachalam, S.; Das, U.N.; Angayarkanni, N. Quantitative analysis of retinal microvascular changes in prediabetic and diabetic patients. Indian J. Ophthalmol. 2021, 69, 3226–3234. [Google Scholar] [CrossRef] [PubMed]
- Veena, H.R.; Natesh, S.; Patil, S.R. Association between Diabetic Retinopathy and Chronic Periodontitis—A Cross-Sectional Study. Med. Sci. 2018, 6, 104. [Google Scholar]
- Chaudhary, S.; Kaur, M.; Monhanty, L.; Kurmi, N. Comparison of Retinal Thickness in Diabetic Patients with Healthy Controls: A Cross-sectional Study. J. Clin. Diagn. Res. 2025, 19, 1. [Google Scholar] [CrossRef]


| Variable | Category | Total N | G1 N (%) | G2 N (%) | G3 N (%) | G4 N (%) | G5 N (%) |
|---|---|---|---|---|---|---|---|
| Gender | Female | 56 | 13 (65) | 12 (60) | 9 (45) | 13 (65) | 9 (45) |
| Male | 44 | 7 (35) | 8 (40) | 11 (55) | 7 (35) | 11 (55) | |
| χ2 (p) | 1.440 (0.230) | 3.409 (0.492) | |||||
| Age | 60–65 years | 57 | 9 (45) | 13 (65) | 12 (60) | 12 (60) | 11 (55) |
| ≥66 years | 43 | 11 (55) | 7 (35) | 8 (40) | 8 (40) | 9 (45) | |
| χ2 (p) | 1.960 (0.162) | 1.877 (0.758) | |||||
| Age (Mean ± S.D.) | 64.07 ± 6.90 | ||||||
| Group | Stage I–II | Stage III–IV | t | p | |||
|---|---|---|---|---|---|---|---|
| Mean (µm) | S.D. | Mean (µm) | S.D. | ||||
| OU 1 mm retinal layer thickness | G1 | 233.08 | 18.99 | 234.36 | 17.7 | −0.147 | 0.885 |
| G2 | 241.5 | 24.84 | 235.07 | 33.24 | 0.423 | 0.677 | |
| G3 | 281.94 | 58.4 | 253.08 | 34.89 | 3.125 | 0.047 * | |
| G4 | 283.54 | 54.64 | 333.63 | 70.59 | −1.071 | 0.029 * | |
| G5 | 290.63 | 87.19 | 349.79 | 68.92 | −0.539 | 0.026 * | |
| OU 3 mm superior retinal layer thickness | G1 | 299.58 | 25.32 | 311.36 | 19.72 | −1.065 | 0.301 |
| G2 | 294.42 | 23.12 | 292.89 | 34.91 | 0.097 | 0.924 | |
| G3 | 313 | 32.62 | 295.87 | 33.03 | 1.141 | 0.269 | |
| G4 | 304.06 | 13.07 | 331.96 | 16.14 | −3.166 | 0.026 * | |
| G5 | 313.63 | 13.68 | 342.96 | 12.43 | −2.908 | 0.016 * | |
| OU 3 mm inferior retinal layer thickness | G1 | 298.38 | 23.26 | 307.64 | 24.25 | −0.837 | 0.414 |
| G2 | 270 | 39.13 | 282.04 | 38.99 | −0.632 | 0.535 | |
| G3 | 306.88 | 46.96 | 304.33 | 21.11 | 0.144 | 0.889 | |
| G4 | 325.44 | 41.75 | 329.63 | 67.15 | −0.157 | 0.877 | |
| G5 | 319.63 | 75.08 | 322.33 | 47.8 | −0.11 | 0.914 | |
| OU 3 mm nasal retinal layer thickness | G1 | 303.77 | 18.29 | 314.71 | 18.82 | −1.264 | 0.222 |
| G2 | 293.92 | 22.63 | 293.61 | 31.89 | 0.021 | 0.983 | |
| G3 | 304.37 | 47.73 | 301.33 | 16.39 | 0.174 | 0.866 | |
| G4 | 312 | 41.82 | 322.29 | 30.61 | −0.601 | 0.555 | |
| G5 | 313.13 | 51.03 | 329.96 | 64.45 | −0.558 | 0.584 | |
| OU 3 mm temporal retinal layer thickness | G1 | 288.62 | 20.18 | 296.57 | 21.5 | −0.823 | 0.422 |
| G2 | 274.92 | 30.31 | 267.86 | 53.97 | 0.298 | 0.769 | |
| G3 | 316.13 | 42.24 | 295.42 | 25.73 | 1.369 | 0.188 | |
| G4 | 305.06 | 16.3 | 332.88 | 10.28 | −4.966 | 0.034 * | |
| G5 | 312.25 | 79.43 | 327.38 | 69.87 | −0.442 | 0.016 * | |
| OU 6 mm superior retinal layer thickness | G1 | 266.85 | 25.51 | 275.14 | 15.53 | −0.78 | 0.445 |
| G2 | 252.75 | 19.28 | 254.82 | 30.43 | −0.153 | 0.88 | |
| G3 | 283.56 | 20.21 | 273.13 | 22.8 | 1.047 | 0.309 | |
| G4 | 275.94 | 40.97 | 298.29 | 50.01 | −0.43 | 0.674 | |
| G5 | 304.56 | 31.64 | 317.38 | 47.41 | −0.442 | 0.664 | |
| OU 6 mm inferior retinal layer thickness | G1 | 260.88 | 18.7 | 264.36 | 13.2 | −0.434 | 0.669 |
| G2 | 244.58 | 42.66 | 248.75 | 28.6 | −0.412 | 0.685 | |
| G3 | 271.44 | 47.11 | 269.96 | 23.38 | 0.094 | 0.926 | |
| G4 | 279.5 | 4.72 | 297.88 | 9.2 | −3.109 | 0.028 * | |
| G5 | 288.75 | 8.95 | 321.88 | 13.56 | −4.45 | 0.012 * | |
| OU 6 mm nasal retinal layer thickness | G1 | 280.62 | 19.29 | 288.14 | 12.3 | −0.929 | 0.365 |
| G2 | 274.17 | 19.15 | 276.36 | 24.8 | −0.258 | 0.799 | |
| G3 | 284.38 | 34.25 | 284 | 16.93 | 0.033 | 0.974 | |
| G4 | 290.94 | 31.92 | 293.38 | 18.12 | −0.941 | 0.359 | |
| G5 | 292.44 | 11.99 | 313.96 | 9.56 | −3.177 | 0.025 * | |
| OU 6 mm temporal retinal layer thickness | G1 | 255.65 | 17.2 | 257.07 | 16.23 | −0.179 | 0.86 |
| G2 | 236.67 | 22.37 | 230.5 | 44.33 | 0.192 | 0.85 | |
| G3 | 286.38 | 23.15 | 262.67 | 20.3 | 2.356 | 0.034 * | |
| G4 | 282.31 | 48.74 | 291.88 | 53.01 | −0.573 | 0.574 | |
| G5 | 296.5 | 74.17 | 316.96 | 51.53 | −0.648 | 0.53 | |
| Group | Stage I–II | Stage III–IV | t | p | |||
|---|---|---|---|---|---|---|---|
| Mean (µm) | S.D. | Mean (µm) | S.D. | ||||
| OU 1 mm CSI | G1 | 234.08 | 59.41 | 280.07 | 47.99 | −1.756 | 0.096 |
| G2 | 213.42 | 81.11 | 219.5 | 61.61 | −0.184 | 0.856 | |
| G3 | 284.94 | 58.17 | 212.71 | 55.42 | 2.772 | 0.015 * | |
| G4 | 262.5 | 19.78 | 223.67 | 28.38 | 1.99 | 0.038 * | |
| G5 | 264.38 | 18.57 | 216 | 29.6 | 2.13 | 0.028 * | |
| OU 3 mm superior CSI | G1 | 230.77 | 52.58 | 262.57 | 45.56 | −1.347 | 0.195 |
| G2 | 221.42 | 72.47 | 224.07 | 56.08 | −0.089 | 0.93 | |
| G3 | 262.13 | 15.01 | 214.38 | 20.47 | 1.927 | 0.046 * | |
| G4 | 260.88 | 15.34 | 206.29 | 32.64 | 1.903 | 0.048 * | |
| G5 | 247.06 | 31.14 | 220 | 17.5 | 3.23 | 0.027 * | |
| OU 3 mm inferior CSI | G1 | 219.04 | 54.17 | 260.86 | 46.84 | −1.721 | 0.102 |
| G2 | 216.58 | 62.47 | 217.5 | 68.77 | −0.028 | 0.978 | |
| G3 | 273.63 | 52.79 | 218.38 | 58.66 | 2.192 | 0.043 * | |
| G4 | 251.81 | 65.26 | 206.92 | 62.22 | 1.535 | 0.146 | |
| G5 | 257.88 | 65.41 | 225 | 84.76 | 0.926 | 0.367 | |
| OU 3 mm nasal CSI | G1 | 239.08 | 54.09 | 264.57 | 32.51 | −1.133 | 0.272 |
| G2 | 213.67 | 73.79 | 207.61 | 75.11 | 0.167 | 0.871 | |
| G3 | 288.94 | 75.81 | 203.58 | 51.94 | 2.779 | 0.017 * | |
| G4 | 261.75 | 66.84 | 217.71 | 88.08 | 1.908 | 0.043 * | |
| G5 | 253.13 | 30.3 | 202.96 | 25.98 | 2.25 | 0.034 * | |
| OU 3 mm temporal CSI | G1 | 232.31 | 58.4 | 251.71 | 56.69 | −0.716 | 0.483 |
| G2 | 209.25 | 79.51 | 216.61 | 72.96 | −0.194 | 0.85 | |
| G3 | 257.19 | 49.46 | 207.25 | 50.89 | 2.093 | 0.049 * | |
| G4 | 235.38 | 63.54 | 209.38 | 104.25 | 1.318 | 0.208 | |
| G5 | 252.94 | 81.65 | 209.17 | 52.67 | 2.19 | 0.035 * | |
| OU 6 mm superior CSI | G1 | 219.92 | 56.59 | 235.29 | 45.85 | −0.615 | 0.546 |
| G2 | 211.58 | 45.12 | 208.11 | 55.42 | 0.135 | 0.894 | |
| G3 | 240.13 | 43.22 | 192.67 | 58 | 1.691 | 0.115 | |
| G4 | 231.63 | 29.37 | 190.17 | 19.65 | 2.341 | 0.019 * | |
| G5 | 224.19 | 70.36 | 204.21 | 85.73 | 0.569 | 0.577 | |
| OU 6 mm inferior CSI | G1 | 196.23 | 48.58 | 253.86 | 32.82 | −2.796 | 0.012 * |
| G2 | 198.42 | 72.93 | 190.82 | 74.21 | 0.211 | 0.835 | |
| G3 | 233.75 | 55.13 | 194.46 | 43.78 | 2.65 | 0.016 * | |
| G4 | 231.56 | 73.17 | 188.42 | 69.42 | 3.17 | 0.012 * | |
| G5 | 224 | 29.55 | 206.92 | 41.43 | 0.474 | 0.642 | |
| OU 6 mm nasal CSI | G1 | 201.73 | 58.31 | 209.86 | 35.81 | −0.334 | 0.742 |
| G2 | 186.17 | 10.45 | 165.46 | 8.12 | 2.564 | 0.041 * | |
| G3 | 234.44 | 70.86 | 164.58 | 47.54 | 2.524 | 0.021 * | |
| G4 | 218.56 | 35.23 | 180.54 | 23.74 | 2.39 | 0.038* | |
| G5 | 219.75 | 89.52 | 168.13 | 66.61 | 3.28 | 0.011 * | |
| OU 6 mm temporal CSI | G1 | 192.27 | 52.25 | 222.64 | 61.66 | −1.166 | 0.259 |
| G2 | 192.67 | 47.89 | 200.11 | 57.54 | −0.277 | 0.785 | |
| G3 | 240.81 | 58.34 | 183.04 | 44.15 | 2.445 | 0.032 * | |
| G4 | 213.13 | 64.84 | 191.13 | 108.26 | 0.568 | 0.577 | |
| G5 | 234 | 86.42 | 196.63 | 70.98 | 1.98 | 0.045 * | |
| Group | Stage I–II | Stage III–IV | t | p | |||
|---|---|---|---|---|---|---|---|
| Mean (µm) | S.D. | Mean (µm) | S.D. | ||||
| OU 1 mm GCL+ | G1 | 44.54 | 8.37 | 44.71 | 10.42 | −0.041 | 0.968 |
| G2 | 54.33 | 16.17 | 47.96 | 14.14 | 0.886 | 0.387 | |
| G3 | 67.25 | 17.11 | 48.42 | 15.31 | 2.292 | 0.042 * | |
| G4 | 70.25 | 6.25 | 61.71 | 8.79 | 2.45 | 0.039 * | |
| G5 | 67.75 | 12.4 | 57.92 | 13.29 | 1.98 | 0.049 * | |
| OU 3 mm superior GCL+ | G1 | 86.31 | 10.13 | 91.57 | 9.52 | −1.131 | 0.273 |
| G2 | 86.08 | 9.18 | 84.86 | 15.21 | 0.182 | 0.858 | |
| G3 | 84.5 | 14.33 | 83.79 | 11.93 | 0.116 | 0.91 | |
| G4 | 85.38 | 8.45 | 77.08 | 25.14 | 0.893 | 0.384 | |
| G5 | 86.75 | 12.43 | 76.17 | 8.93 | 2.19 | 0.045 * | |
| OU 3 mm inferior GCL+ | G1 | 86.65 | 10.29 | 89.79 | 10.68 | −0.641 | 0.53 |
| G2 | 81.5 | 11.1 | 79.79 | 16.64 | 0.27 | 0.791 | |
| G3 | 85.25 | 18.03 | 82.88 | 10.93 | 0.368 | 0.717 | |
| G4 | 80.19 | 19.28 | 81.88 | 16.82 | −0.207 | 0.838 | |
| G5 | 71.94 | 9.37 | 76.63 | 21.37 | −0.67 | 0.513 | |
| OU 3 mm nasal GCL+ | G1 | 87.92 | 9.44 | 93.86 | 8.66 | −1.378 | 0.185 |
| G2 | 84.58 | 12.13 | 84.29 | 13.18 | 0.049 | 0.962 | |
| G3 | 87.13 | 21.51 | 82.37 | 13.81 | 0.604 | 0.553 | |
| G4 | 81.88 | 17.72 | 83 | 20.72 | −0.13 | 0.898 | |
| G5 | 79.56 | 7.49 | 78.21 | 21.36 | 0.202 | 0.843 | |
| OU 3 mm temporal GCL+ | G1 | 81.65 | 10.18 | 86.36 | 9.85 | −0.996 | 0.332 |
| G2 | 79.5 | 14.11 | 78.93 | 14.66 | 0.082 | 0.936 | |
| G3 | 87.19 | 19.45 | 80.33 | 11 | 0.905 | 0.387 | |
| G4 | 85.5 | 10.69 | 80.04 | 21.16 | 0.76 | 0.458 | |
| G5 | 85.75 | 14.52 | 74.33 | 10.25 | 2.15 | 0.039 * | |
| OU 6 mm superior GCL+ | G1 | 62.46 | 6.87 | 63.71 | 5.38 | −0.417 | 0.682 |
| G2 | 57.42 | 5.86 | 59.68 | 11.27 | −0.461 | 0.651 | |
| G3 | 63.56 | 8.19 | 64.38 | 10.13 | −0.197 | 0.846 | |
| G4 | 68.44 | 10.46 | 59.17 | 15.5 | 1.597 | 0.128 | |
| G5 | 68.56 | 15.02 | 57.67 | 10.54 | 2.29 | 0.037 * | |
| OU 6 mm inferior GCL+ | G1 | 60.65 | 6.55 | 61.79 | 5.15 | −0.395 | 0.698 |
| G2 | 59.58 | 17.41 | 59.07 | 10.8 | 0.588 | 0.564 | |
| G3 | 67.75 | 11.87 | 61.08 | 10.69 | 1.28 | 0.221 | |
| G4 | 64.19 | 21.05 | 62.75 | 12.35 | 0.174 | 0.865 | |
| G5 | 76 | 16.29 | 62 | 15.73 | 2.67 | 0.035 * | |
| OU 6 mm nasal GCL+ | G1 | 66.12 | 6.96 | 67.57 | 5.49 | −0.477 | 0.639 |
| G2 | 64.75 | 8.13 | 67.96 | 10.93 | −0.081 | 0.936 | |
| G3 | 64.81 | 12.14 | 67.71 | 9.44 | −1.28 | 0.221 | |
| G4 | 67.19 | 7.8 | 69.25 | 9.67 | −0.526 | 0.606 | |
| G5 | 71.94 | 10.8 | 62.71 | 13.62 | 2.97 | 0.028 * | |
| OU 6 mm temporal GCL+ | G1 | 67.96 | 6.67 | 68.93 | 7.08 | −0.303 | 0.765 |
| G2 | 61.75 | 9.02 | 60.71 | 15.4 | 0.644 | 0.528 | |
| G3 | 72.94 | 11.49 | 68.08 | 11.14 | 0.32 | 0.753 | |
| G4 | 72.63 | 15.21 | 67.75 | 11.96 | 0.802 | 0.433 | |
| G5 | 80.56 | 12.01 | 63.46 | 14.49 | 2.869 | 0.011 * | |
| Group | Stage I–II | Stage III–IV | t | p | |||
|---|---|---|---|---|---|---|---|
| Mean (µm) | S.D. | Mean (µm) | S.D. | ||||
| OU TT RNFL | G1 | 99.65 | 12.81 | 109.86 | 5.55 | −1.989 | 0.062 |
| G2 | 100.25 | 18.88 | 99.25 | 12.15 | 0.143 | 0.888 | |
| G3 | 94.31 | 19.18 | 98.33 | 18.23 | −0.474 | 0.642 | |
| G4 | 98.31 | 16.94 | 94.71 | 15.56 | 0.49 | 0.63 | |
| G5 | 100.13 | 7.68 | 85.50 | 19.76 | 2.315 | 0.035 * | |
| OU superior RNFL | G1 | 122.69 | 14.96 | 139.14 | 6.25 | −2.755 | 0.013 * |
| G2 | 122.83 | 24.90 | 124.68 | 20.31 | −0.174 | 0.863 | |
| G3 | 119.79 | 21.56 | 107.75 | 28.27 | 1.082 | 0.294 | |
| G4 | 123.69 | 15.87 | 112.37 | 14.26 | 2.159 | 0.042 * | |
| G5 | 111.63 | 11.11 | 98.96 | 17.53 | 1.862 | 0.041 * | |
| OU inferior RNFL | G1 | 126.12 | 16.97 | 139.93 | 12.73 | −1.879 | 0.077 |
| G2 | 128.67 | 25.90 | 125.29 | 16.79 | 0.351 | 0.73 | |
| G3 | 118.19 | 30.32 | 123.50 | 26.50 | −0.403 | 0.693 | |
| G4 | 124.44 | 31.38 | 120.33 | 23.30 | 0.336 | 0.74 | |
| G5 | 122.37 | 11.68 | 106.92 | 17.07 | 2.16 | 0.038 * | |
| OU nasal RNFL | G1 | 80.69 | 16.32 | 87.43 | 8.07 | −1.018 | 0.322 |
| G2 | 81.67 | 13.31 | 79.79 | 8.68 | 0.379 | 0.709 | |
| G3 | 79.42 | 15.47 | 73.75 | 12.13 | 0.915 | 0.373 | |
| G4 | 70.81 | 14.84 | 73.67 | 17.40 | −0.38 | 0.708 | |
| G5 | 78.13 | 10.99 | 64.88 | 10.85 | 2.849 | 0.022 * | |
| OU temporal RNFL | G1 | 68.77 | 14.95 | 73.29 | 6.26 | −0.757 | 0.459 |
| G2 | 71.75 | 10.59 | 67.29 | 11.25 | 0.826 | 0.419 | |
| G3 | 73.88 | 13.11 | 70.88 | 26.08 | 0.342 | 0.736 | |
| G4 | 74.19 | 16.46 | 72.42 | 13.70 | 0.262 | 0.797 | |
| G5 | 87.81 | 12.49 | 72.46 | 15.93 | 2.408 | 0.027 * | |
| Group | Stage I–II | Stage III–IV | t | p | |||
|---|---|---|---|---|---|---|---|
| Mean (µm) | S.D. | Mean (µm) | S.D. | ||||
| OU superior CSI | G1 | 148.27 | 69.68 | 175.43 | 37.50 | −0.952 | 0.354 |
| G2 | 168.33 | 21.94 | 130.61 | 32.08 | 2.373 | 0.027 * | |
| G3 | 167.31 | 31.81 | 137.83 | 33.92 | 2.40 | 0.034 * | |
| G4 | 168.74 | 80.15 | 130.41 | 69.72 | 2.30 | 0.023 * | |
| G5 | 185.64 | 65.09 | 147.09 | 57.09 | 2.40 | 0.027 * | |
| OU inferior CSI | G1 | 119.15 | 63.41 | 157.50 | 59.20 | −1.319 | 0.204 |
| G2 | 127.75 | 50.83 | 110.11 | 65.67 | 0.584 | 0.566 | |
| G3 | 112.94 | 42.51 | 132.63 | 74.45 | −0.751 | 0.463 | |
| G4 | 148.19 | 71.91 | 115.00 | 63.62 | 1.086 | 0.292 | |
| G5 | 163.75 | 38.12 | 132.17 | 31.67 | 1.97 | 0.049 * | |
| OU nasal CSI | G1 | 121.73 | 45.21 | 187.14 | 53.52 | −2.749 | 0.019 * |
| G2 | 150.42 | 38.99 | 118.07 | 27.97 | 2.397 | 0.023 * | |
| G3 | 157.38 | 15.97 | 127.92 | 16.97 | 2.12 | 0.032 * | |
| G4 | 166.19 | 35.24 | 126.46 | 28.70 | 3.19 | 0.017 * | |
| G5 | 165.19 | 38.48 | 111.21 | 33.76 | 4.142 | 0.012 * | |
| OU temporal CSI | G1 | 150.15 | 54.77 | 152.50 | 67.31 | −0.079 | 0.938 |
| G2 | 161.75 | 30.65 | 129.82 | 23.77 | 1.90 | 0.046 * | |
| G3 | 178.38 | 25.98 | 143.29 | 20.57 | 2.98 | 0.021 * | |
| G4 | 183.69 | 22.04 | 128.46 | 34.57 | 4.23 | 0.015 * | |
| G5 | 185.43 | 38.45 | 145.27 | 35.48 | 2.30 | 0.026 * | |
| Group | Stage I–II | Stage III–IV | t | p | |||
|---|---|---|---|---|---|---|---|
| Mean (%) | S.D. | Mean (%) | S.D. | ||||
| OU S central | G1 | 16.80 | 3.40 | 17.64 | 3.39 | −0.527 | 0.605 |
| G2 | 18.42 | 2.52 | 19.15 | 4.48 | −0.374 | 0.713 | |
| G3 | 20.49 | 5.34 | 16.40 | 3.40 | 2.107 | 0.049 * | |
| G4 | 22.36 | 5.73 | 20.81 | 6.56 | 0.541 | 0.595 | |
| G5 | 22.81 | 9.43 | 24.32 | 9.15 | −0.357 | 0.725 | |
| OU S superior | G1 | 39.13 | 4.36 | 41.26 | 2.10 | −1.208 | 0.243 |
| G2 | 37.56 | 5.35 | 38.39 | 4.28 | −0.367 | 0.718 | |
| G3 | 34.96 | 5.16 | 36.72 | 4.81 | −0.776 | 0.448 | |
| G4 | 36.06 | 2.33 | 36.42 | 5.28 | −0.204 | 0.841 | |
| G5 | 38.87 | 5.34 | 37.07 | 5.03 | 0.764 | 0.455 | |
| OU S inferior | G1 | 39.64 | 2.74 | 39.36 | 2.75 | 0.214 | 0.833 |
| G2 | 36.67 | 7.94 | 36.05 | 5.72 | 0.2 | 0.844 | |
| G3 | 35.32 | 4.95 | 36.45 | 4.09 | −0.536 | 0.601 | |
| G4 | 36.22 | 1.78 | 32.58 | 6.35 | 2.37 | 0.045 * | |
| G5 | 34.02 | 4.05 | 35.21 | 4.48 | −0.602 | 0.555 | |
| OU S nasal | G1 | 39.24 | 3.79 | 41.03 | 2.64 | −1.103 | 0.285 |
| G2 | 37.56 | 4.84 | 37.40 | 4.02 | 0.078 | 0.939 | |
| G3 | 35.72 | 6.11 | 36.09 | 4.34 | −0.149 | 0.884 | |
| G4 | 36.76 | 1.52 | 36.66 | 4.93 | 0.065 | 0.949 | |
| G5 | 36.93 | 2.38 | 34.06 | 1.13 | 2.465 | 0.03 * | |
| OU S temporal | G1 | 40.81 | 4.80 | 42.57 | 2.57 | −0.891 | 0.385 |
| G2 | 40.92 | 4.44 | 38.68 | 4.61 | 1.007 | 0.327 | |
| G3 | 38.37 | 2.10 | 37.91 | 3.85 | 0.305 | 0.764 | |
| G4 | 37.96 | 1.60 | 36.20 | 6.69 | 0.874 | 0.398 | |
| G5 | 38.74 | 2.42 | 37.25 | 3.76 | 1.079 | 0.295 | |
| Group | Stage I–II | Stage III–IV | t | p | |||
|---|---|---|---|---|---|---|---|
| Mean (%) | S.D. | Mean (%) | S.D. | ||||
| OU D central | G1 | 15.46 | 3.22 | 16.51 | 3.44 | −0.679 | 0.506 |
| G2 | 16.43 | 2.69 | 19.60 | 6.80 | −1.093 | 0.289 | |
| G3 | 23.01 | 9.64 | 15.92 | 3.59 | 2.342 | 0.031 * | |
| G4 | 23.39 | 7.22 | 21.55 | 6.74 | 1.983 | 0.047 * | |
| G5 | 25.72 | 10.51 | 25.28 | 9.66 | 0.097 | 0.924 | |
| OU D superior | G1 | 42.89 | 3.55 | 45.25 | 2.63 | −1.54 | 0.141 |
| G2 | 40.35 | 6.49 | 39.86 | 5.88 | 0.166 | 0.87 | |
| G3 | 37.80 | 5.12 | 38.81 | 5.96 | −0.393 | 0.699 | |
| G4 | 38.53 | 3.84 | 38.07 | 6.13 | 0.19 | 0.851 | |
| G5 | 40.35 | 1.62 | 38.80 | 1.51 | 1.99 | 0.049 * | |
| OU D inferior | G1 | 42.25 | 3.98 | 43.01 | 2.55 | −0.454 | 0.655 |
| G2 | 40.67 | 7.51 | 38.12 | 6.51 | 0.768 | 0.453 | |
| G3 | 38.05 | 5.91 | 38.10 | 4.94 | −0.021 | 0.984 | |
| G4 | 37.57 | 3.47 | 34.28 | 5.95 | 2.11 | 0.039 * | |
| G5 | 34.84 | 4.24 | 35.70 | 4.68 | −0.428 | 0.674 | |
| OU D nasal | G1 | 42.95 | 5.17 | 45.71 | 2.63 | −1.312 | 0.206 |
| G2 | 41.60 | 6.63 | 39.73 | 5.66 | 0.644 | 0.528 | |
| G3 | 39.01 | 5.69 | 37.91 | 6.01 | 0.41 | 0.687 | |
| G4 | 38.47 | 3.07 | 38.77 | 4.86 | −0.151 | 0.882 | |
| G5 | 36.82 | 3.26 | 35.39 | 5.87 | 0.699 | 0.493 | |
| OU D temporal | G1 | 42.98 | 6.44 | 45.48 | 2.80 | −0.969 | 0.346 |
| G2 | 42.32 | 2.55 | 40.51 | 2.10 | 1.97 | 0.041 * | |
| G3 | 41.27 | 1.55 | 39.87 | 1.27 | 2.14 | 0.039 * | |
| G4 | 39.24 | 1.85 | 37.21 | 1.67 | 2.328 | 0.047 * | |
| G5 | 39.02 | 4.58 | 39.21 | 3.15 | −0.103 | 0.919 | |
| Group | Stage I–II | Stage III–IV | t | p | |||
|---|---|---|---|---|---|---|---|
| Mean (mm2) | S.D. | Mean (mm2) | S.D. | ||||
| FAZ S OU | G1 | 418.72 | 132.72 | 424.10 | 81.89 | −0.119 | 0.906 |
| G2 | 357.37 | 32.25 | 408.11 | 46.71 | −2.14 | 0.032 | |
| G3 | 431.09 | 92.35 | 457.61 | 132.22 | −0.491 | 0.629 | |
| G4 | 442.66 | 152.05 | 467.67 | 158.75 | −0.351 | 0.73 | |
| G5 | 426.02 | 146.96 | 441.80 | 163.10 | −0.22 | 0.828 | |
| FAZ D OU | G1 | 431.33 | 114.55 | 443.89 | 76.45 | −0.236 | 0.816 |
| G2 | 374.63 | 50.40 | 477.16 | 112.39 | −2.842 | 0.011 * | |
| G3 | 437.66 | 96.29 | 442.92 | 128.28 | −0.099 | 0.923 | |
| G4 | 431.34 | 100.28 | 491.02 | 180.19 | −0.948 | 0.356 | |
| G5 | 390.12 | 50.90 | 452.34 | 50.49 | −2.67 | 0.027 * | |
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
Turkogullari, H.; Aydogan, G.N.; Yorgancilar, N.; Kose, O.; Findik, H. The Effect of Periodontitis Severity on Diabetic Retinopathy: An Optical Coherence Tomography Study. Diagnostics 2026, 16, 654. https://doi.org/10.3390/diagnostics16050654
Turkogullari H, Aydogan GN, Yorgancilar N, Kose O, Findik H. The Effect of Periodontitis Severity on Diabetic Retinopathy: An Optical Coherence Tomography Study. Diagnostics. 2026; 16(5):654. https://doi.org/10.3390/diagnostics16050654
Chicago/Turabian StyleTurkogullari, Hatice, Gozde Nur Aydogan, Nur Yorgancilar, Oguz Kose, and Huseyin Findik. 2026. "The Effect of Periodontitis Severity on Diabetic Retinopathy: An Optical Coherence Tomography Study" Diagnostics 16, no. 5: 654. https://doi.org/10.3390/diagnostics16050654
APA StyleTurkogullari, H., Aydogan, G. N., Yorgancilar, N., Kose, O., & Findik, H. (2026). The Effect of Periodontitis Severity on Diabetic Retinopathy: An Optical Coherence Tomography Study. Diagnostics, 16(5), 654. https://doi.org/10.3390/diagnostics16050654

