Retinal Thickness and Vascular Density Changes in Amyotrophic Lateral Sclerosis Assessed by Optical Coherence Tomography Angiography
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Participants with ALS
2.3. Healthy Controls
2.4. Exclusion Criteria
2.5. Clinical and Demographic Data
2.6. Optical Coherence Tomography (OCT)
2.7. Optical Coherence Tomography Angiography (OCT-A)
2.8. Quantification of Vascular Density Using Gray-Scale Analysis
2.9. Statistical Analysis
3. Results
3.1. Baseline Characteristics
3.2. OCT and OCT-A Analysis
3.3. Univariable Logistic Regression Analyses
3.4. Phenotype Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| ALS | Amyotrophic lateral sclerosis |
| OCT | Optical coherence tomography |
| OCT-A | Optical coherence tomography angiography |
| SS-OCT | Swept-source optical coherence tomography |
| ETDRS | Early Treatment Diabetic Retinopathy Study |
| CI | Confidence interval |
| IQR | Interquartile range |
| OR | Odds ratio |
| RNFL | Retinal nerve fiber layer |
| INL | Inner nuclear layer |
| ALSFRS-R | Amyotrophic Lateral Sclerosis Functional Rating Scale–Revised |
References
- van Es, M.A.; Hardiman, O.; Chio, A.; Al-Chalabi, A.; Pasterkamp, R.J.; Veldink, J.H.; van den Berg, L.H. Amyotrophic lateral sclerosis. Lancet 2017, 390, 2084–2098. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Brown, R.H.; Al-Chalabi, A. Amyotrophic Lateral Sclerosis. N. Engl. J. Med. 2017, 377, 162–172. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Neumann, M.; Sampathu, D.M.; Kwong, L.K.; Truax, A.C.; Micsenyi, M.C.; Chou, T.T.; Bruce, J.; Schuck, T.; Grossman, M.; Clark, C.M.; et al. Ubiquitinated TDP-43 in frontotemporal lobar degeneration and amyotrophic lateral sclerosis. Science 2006, 314, 130–133. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Kwong, L.K.; Neumann, M.; Sampathu, D.M.; Lee, V.M.; Trojanowski, J.Q. TDP-43 proteinopathy: The neuropathology underlying major forms of sporadic and familial frontotemporal lobar degeneration and motor neuron disease. Acta Neuropathol. 2007, 114, 63–70. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Garbuzova-Davis, S.; Hernandez-Ontiveros, D.G.; Rodrigues, M.C.; Haller, E.; Frisina-Deyo, A.; Mirtyl, S.; Sallot, S.; Saporta, S.; Borlongan, C.V.; Sanberg, P.R. Impaired blood-brain/spinal cord barrier in ALS patients. Brain Res. 2012, 1469, 114–128. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Winkler, E.A.; Sengillo, J.D.; Bell, R.D.; Wang, J.; Zlokovic, B.V. Blood-spinal cord barrier pericyte reductions contribute to increased capillary permeability. J. Cereb. Blood Flow Metab. 2012, 32, 1841–1852. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Evans, M.C.; Couch, Y.; Sibson, N.; Turner, M.R. Inflammation and neurovascular changes in amyotrophic lateral sclerosis. Mol. Cell. Neurosci. 2013, 53, 34–41. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhong, Z.; Deane, R.; Ali, Z.; Parisi, M.; Shapovalov, Y.; O’Banion, M.K.; Stojanovic, K.; Sagare, A.; Boillee, S.; Cleveland, D.W.; et al. ALS-causing SOD1 mutants generate vascular changes prior to motor neuron degeneration. Nat. Neurosci. 2008, 11, 420–422. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Miyazaki, K.; Masamoto, K.; Morimoto, N.; Kurata, T.; Mimoto, T.; Obata, T.; Kanno, I.; Abe, K. Early and progressive impairment of spinal blood flow-glucose metabolism coupling in motor neuron degeneration of ALS model mice. J. Cereb. Blood Flow Metab. 2012, 32, 456–467. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Assialioui, A.; Marco-Pascual, C.; Torrente-Segarra, V.; Domínguez, R.; Santos, N.; Peñafiel, J.; Juanola, X.; Povedano, M.; Ferrer, I. Microvascular abnormalities in skin capillaries of individuals with amyotrophic lateral sclerosis. Sci. Rep. 2024, 14, 24648. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ono, S.; Imai, T.; Takahashi, K.; Jinnai, K.; Yamano, T.; Nagao, K.; Shimizu, N.; Yamauchi, M. Decreased type IV collagen of skin and serum in patients with amyotrophic lateral sclerosis. Neurology 1998, 51, 114–120. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Garbuzova-Davis, S.; Rodrigues, M.C.; Hernandez-Ontiveros, D.G.; Louis, M.K.; Willing, A.E.; Borlongan, C.V.; Sanberg, P.R. Amyotrophic lateral sclerosis: A neurovascular disease. Brain Res. 2011, 1398, 113–125. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Patton, N.; Aslam, T.; Macgillivray, T.; Pattie, A.; Deary, I.J.; Dhillon, B. Retinal vascular image analysis as a potential screening tool for cerebrovascular disease: A rationale based on homology between cerebral and retinal microvasculatures. J. Anat. 2005, 206, 319–348. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wang, Q.; Chan, S.; Yang, J.Y.; You, B.; Wang, Y.X.; Jonas, J.B.; Wei, W.B. Vascular Density in Retina and Choriocapillaris as Measured by Optical Coherence Tomography Angiography. Am. J. Ophthalmol. 2016, 168, 95–109. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Hagag, A.M.; Gao, S.S.; Jia, Y.; Huang, D. Optical coherence tomography angiography: Technical principles and clinical applications in ophthalmology. Taiwan J. Ophthalmol. 2017, 7, 115–129. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Abdelhak, A.; Hübers, A.; Böhm, K.; Ludolph, A.C.; Kassubek, J.; Pinkhardt, E.H. In vivo assessment of retinal vessel pathology in amyotrophic lateral sclerosis. J. Neurol. 2018, 265, 949–953. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Cerveró, A.; Casado, A.; Riancho, J. Retinal changes in amyotrophic lateral sclerosis: Looking at the disease through a new window. J. Neurol. 2019, 268, 2083–2089. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Cennamo, G.; Montorio, D.; Ausiello, F.P.; Magno, L.; Iodice, R.; Mazzucco, A.; Iuzzolino, V.V.; Senerchia, G.; Brescia Morra, V.; Nolano, M.; et al. Correlation between Retinal Vascularization and Disease Aggressiveness in Amyotrophic Lateral Sclerosis. Biomedicines 2022, 10, 2390. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Brooks, B.R.; Miller, R.G.; Swash, M.; Munsat, T.L. El Escorial revisited: Revised criteria for the diagnosis of amyotrophic lateral sclerosis. Amyotroph. Lateral Scler. 2000, 1, 293–299. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- De Carvalho, M.; Swash, M. Awaji diagnostic algorithm increases sensitivity of El Escorial criteria for ALS diagnosis. Amyotroph. Lateral Scler. 2009, 10, 53–57. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Winkler, E.A.; Sengillo, J.D.; Sullivan, J.S.; Henkel, J.S.; Appel, S.H.; Zlokovic, B.V. Blood-spinal cord barrier breakdown and pericyte reductions in amyotrophic lateral sclerosis. Acta Neuropathol. 2013, 125, 111–120. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Arribas, V.; Onetti, Y.; Ramiro-Pareta, M.; Villacampa, P.; Beck, H.; Alberola, M.; Esteve-Codina, A.; Merkel, A.; Sperandio, M.; Martínez-Estrada, O.M.; et al. Endothelial TDP-43 controls sprouting angiogenesis and vascular barrier integrity, and its deletion triggers neuroinflammation. JCI Insight 2024, 9, e177819. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Sweeney, M.D.; Kisler, K.; Montagne, A.; Toga, A.W.; Zlokovic, B.V. The role of brain vasculature in neurodegenerative disorders. Nat. Neurosci. 2018, 21, 1318–1331. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ringelstein, M.; Albrecht, P.; Südmeyer, M.; Harmel, J.; Müller, A.K.; Keser, N.; Finis, D.; Ferrea, S.; Guthoff, R.; Schnitzler, A.; et al. Subtle retinal pathology in amyotrophic lateral sclerosis. Ann. Clin. Transl. Neurol. 2014, 1, 290–297. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Simonett, J.M.; Huang, R.; Siddique, N.; Farsiu, S.; Siddique, T.; Volpe, N.J.; Fawzi, A.A. Macular sub-layer thinning and association with pulmonary function tests in Amyotrophic Lateral Sclerosis. Sci. Rep. 2016, 6, 29187. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Rohani, M.; Meysamie, A.; Zamani, B.; Sowlat, M.M.; Akhoundi, F.H. Reduced retinal nerve fiber layer (RNFL) thickness in ALS patients: A window to disease progression. J. Neurol. 2018, 265, 1557–1562. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Mukherjee, N.; McBurney-Lin, S.; Kuo, A.; Bedlack, R.; Tseng, H. Retinal thinning in amyotrophic lateral sclerosis patients without ophthalmic disease. PLoS ONE 2017, 12, e0185242. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Hübers, A.; Müller, H.P.; Dreyhaupt, J.; Böhm, K.; Lauda, F.; Tumani, H.; Kassubek, J.; Ludolph, A.C.; Pinkhardt, E.H. Retinal involvement in amyotrophic lateral sclerosis: A study with optical coherence tomography and diffusion tensor imaging. J. Neural Transm. 2016, 123, 281–287. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chiò, A.; Logroscino, G.; Hardiman, O.; Swingler, R.; Mitchell, D.; Beghi, E.; Traynor, B.G.; Eurals Consortium. Prognostic factors in ALS: A critical review. Amyotroph. Lateral Scler. 2009, 10, 310–323. [Google Scholar] [CrossRef] [Scilit] [PubMed]



| Variable | Healthy Controls (n = 19) | ALS (n = 46) | p-Value |
|---|---|---|---|
| Phenotype | |||
| Bulbar | – | 13 (28.3%) CI: 16.0–43.5 | |
| Spinal | – | 33 (71.7%) CI: 56.5–84.0 | |
| Sex | 0.264 | ||
| Female | 12 (63.2%) CI: 38.4–83.7 | 22 (47.8%) CI: 32.9–63.1 | |
| Male | 7 (36.8%) CI: 16.3–61.6 | 24 (52.2%) CI: 36.9–67.1 | |
| Age (years) | 58.1 (9.5) CI: 53.5–62.6 57.0 [49.5, 64.0] | 59.1 (10.1) CI: 56.1–62.1 58.0 [54.0, 67.5] | 0.639 |
| Age at onset (years) | – | 55.9 (12.1) CI: 52.3–59.5 | |
| Disease duration (months) | – | 28.5 (16.2) CI: 23.7–33.4 | |
| Current smoker | 0.466 | ||
| No | 15 (78.9%) CI: 54.4–93.9 | 39 (86.7%) CI: 73.2–94.9 | |
| Yes | 4 (21.1%) CI: 6.1–45.6 | 6 (13.3%) CI: 5.1–26.8 | |
| Former smoker | 0.977 | ||
| No | 14 (73.7%) CI: 48.8–90.9 | 33 (73.3%) CI: 58.1–85.4 | |
| Yes | 5 (26.3%) CI: 9.1–51.2 | 12 (26.7%) CI: 14.6–41.9 |
| Variable | Healthy Controls (n = 36 Eyes) | ALS (n = 88 Eyes) | p-Value | n |
|---|---|---|---|---|
| Central foveal thickness (μm) | 24.8 (1.6) CI: 24.2–25.4 24.8 [23.6, 25.9] | 25.7 (2.4) CI: 25.2–26.2 25.6 [23.9, 27.3] | 0.074 | 115 |
| Retinal average thickness (μm) | 27.3 (1.3) CI: 26.8–27.8 27.1 [26.4, 28.6] | 28.0 (1.5) CI: 27.7–28.3 28.1 [27.0, 29.3] | 0.023 | 115 |
| Superficial plexus vascular density | 9.5 (0.5) CI: 9.3–9.6 9.5 [9.0, 9.9] | 9.1 (0.5) CI: 9.0–9.2 9.2 [8.7, 9.5] | 0.005 | 83 |
| Deep plexus vascular density | 9.2 (0.7) CI: 8.9–9.4 9.1 [8.9, 9.6] | 8.7 (0.5) CI: 8.5–8.8 8.7 [8.4, 8.9] | <0.001 | 81 |
| Outer retinal vascular density | 3.5 (0.2) CI: 3.5–3.6 3.5 [3.4, 3.7] | 3.6 (0.2) CI: 3.5–3.6 3.6 [3.5, 3.7] | 0.226 | 83 |
| Choriocapillaris vascular density | 11.3 (0.2) CI: 11.2–11.3 11.2 [11.1, 11.4] | 11.0 (0.4) CI: 10.9–11.1 11.1 [10.9, 11.3] | 0.004 | 81 |
| Superficial plexus foveal vascular density | 1.9 (0.5) CI: 1.7–2.1 1.9 [1.8, 2.1] | 2.0 (0.3) CI: 2.0–2.1 2.0 [1.9, 2.2] | 0.122 | 81 |
| Deep plexus foveal vascular density | 1.8 (0.5) CI: 1.6–1.9 1.9 [1.3, 2.1] | 1.7 (0.4) CI: 1.6–1.9 1.7 [1.4, 1.9] | 0.677 | 75 |
| Variable | OR | 95% CI | p-Value | n |
|---|---|---|---|---|
| Retinal average thickness (µm) | 1.42 | 1.06–1.94 | 0.023 | 115 |
| Superficial plexus vascular density | 0.21 | 0.07–0.56 | 0.003 | 83 |
| Deep plexus vascular density | 0.20 | 0.07–0.48 | 0.001 | 81 |
| Choriocapillaris vascular density | 0.10 | 0.02–0.47 | 0.007 | 81 |
| Age (years) | 1.00 | 0.96–1.04 | 0.91 | 124 |
| Male sex | 2.19 | 0.99–5.05 | 0.058 | 124 |
| Variable | Bulbar | Spinal | p-Value | n |
|---|---|---|---|---|
| Sex | 0.0294 | 88 | ||
| Female | 16 (66.7%) CI: 44.7–84.4 | 26 (40.6%) CI: 28.5–53.6 | ||
| Male | 8 (33.3%) CI: 15.6–55.3 | 38 (59.4%) CI: 46.4–71.5 | ||
| Age | 62.2 (6.6) CI: 59.5–65.0 59.5 [56.8, 68.5] | 57.5 (10.7) CI: 54.8–60.1 56 [51.2, 65] | 0.018 | 88 |
| Age at onset | 60.0 (6.9) CI: 57.1–62.9 57 [55, 66.5] | 53.8 (13.1) CI: 50.5–57.1 54 [46.5, 63] | 0.026 | 88 |
| Disease duration (months) | 27.0 (14.3) CI: 21.0–33.0 23 [16.8, 34.2] | 29.7 (17.0) CI: 25.5–34.0 24 [20, 36] | 0.491 | 88 |
| Current smoker | 0.723 | 87 | ||
| No | 21 (91.3%) CI: 72.0–98.9 | 55 (85.9%) CI: 75.0–93.4 | ||
| Yes | 2 (8.7%) CI: 1.1–28.0 | 9 (14.1%) CI: 6.6–25.0 | ||
| Former smoker | 0.294 | 87 | ||
| No | 15 (65.2%) CI: 42.7–83.6 | 49 (76.6%) CI: 64.3–86.2 | ||
| Yes | 8 (34.8%) CI: 16.4–57.3 | 15 (23.4%) CI: 13.8–35.7 | ||
| Central foveal thickness (µm) | 25.2 (1.8) CI: 24.4–25.9 25.5 [24, 26.6] | 25.9 (2.6) CI: 25.3–26.6 25.8 [23.8, 27.7] | 0.218 | 84 |
| Retinal average thickness (µm) | 27.5 (1.7) CI: 26.8–28.3 27.4 [26.3, 28.6] | 28.2 (1.3) CI: 27.9–28.6 28.3 [27.4, 29.3] | 0.071 | 84 |
| Superficial plexus vascular density | 8.8 (0.5) CI: 8.5–9.2 8.9 [8.6, 9.2] | 9.2 (0.4) CI: 9.0–9.3 9.2 [8.8, 9.5] | 0.059 | 52 |
| Deep plexus vascular density | 8.5 (0.5) CI: 8.2–8.9 8.5 [8.2, 8.7] | 8.7 (0.4) CI: 8.6–8.9 8.7 [8.4, 9.0] | 0.185 | 50 |
| Outer retinal vascular density | 3.6 (0.2) CI: 3.5–3.7 3.6 [3.5, 3.7] | 3.6 (0.2) CI: 3.5–3.6 3.6 [3.5, 3.7] | 0.877 | 52 |
| Choriocapillaris vascular density | 11.0 (0.4) CI: 10.7–11.2 10.9 [10.8, 11.1] | 11.1 (0.4) CI: 10.9–11.2 11.1 [10.9, 11.3] | 0.422 | 51 |
| Superficial plexus foveal vascular density | 1.9 (0.4) CI: 1.6–2.2 1.9 [1.6, 2.1] | 2.1 (0.2) CI: 2.0–2.2 2.1 [2.0, 2.2] | 0.072 | 51 |
| Deep plexus foveal vascular density | 1.6 (0.6) CI: 1.2–2.0 1.5 [1.4, 1.9] | 1.8 (0.4) CI: 1.7–1.9 1.8 [1.6, 1.9] | 0.436 | 45 |
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Assialioui, A.; Povedano, M.; Senau, M.; Ferrer, I.; Arias, L. Retinal Thickness and Vascular Density Changes in Amyotrophic Lateral Sclerosis Assessed by Optical Coherence Tomography Angiography. Biomedicines 2026, 14, 1612. https://doi.org/10.3390/biomedicines14071612
Assialioui A, Povedano M, Senau M, Ferrer I, Arias L. Retinal Thickness and Vascular Density Changes in Amyotrophic Lateral Sclerosis Assessed by Optical Coherence Tomography Angiography. Biomedicines. 2026; 14(7):1612. https://doi.org/10.3390/biomedicines14071612
Chicago/Turabian StyleAssialioui, Abdelilah, Mónica Povedano, Marta Senau, Isidro Ferrer, and Luis Arias. 2026. "Retinal Thickness and Vascular Density Changes in Amyotrophic Lateral Sclerosis Assessed by Optical Coherence Tomography Angiography" Biomedicines 14, no. 7: 1612. https://doi.org/10.3390/biomedicines14071612
APA StyleAssialioui, A., Povedano, M., Senau, M., Ferrer, I., & Arias, L. (2026). Retinal Thickness and Vascular Density Changes in Amyotrophic Lateral Sclerosis Assessed by Optical Coherence Tomography Angiography. Biomedicines, 14(7), 1612. https://doi.org/10.3390/biomedicines14071612

