Differentiating Degenerative from Vascular Dementia with the Help of Optical Coherence Tomography Angiography Biomarkers
Abstract
:1. Introduction
2. OCTA in Alzheimer’s Disease
3. OCTA in Vascular Dementia
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Garre-Olmo, J. Epidemiologia de la enfermedad de Alzheimer y otras demencias [Epidemiology of Alzheimer’s disease and other dementias]. Rev. Neurol. 2018, 66, 377–386. [Google Scholar] [PubMed]
- Wang, L.; Murphy, O.; Caldito, N.G.; Calabresi, P.A.; Saidha, S. Emerging Applications of Optical Coherence Tomography Angiography (OCTA) in neurological research. Eye Vis. 2018, 5, 11. [Google Scholar] [CrossRef] [PubMed]
- Tiwari, S.; Atluri, V.; Kaushik, A.; Yndart, A.; Nair, M. Alzheimer’s disease: Pathogenesis, diagnostics, and therapeutics. Int. J. Nanomed. 2019, 14, 5541–5554. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Gomez-Nicola, D.; Boche, D. Post-mortem analysis of neuroinflammatory changes in human Alzheimer’s disease. Alzheimers Res. Ther. 2015, 7, 42. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Rifai, O.M.; McGrory, S.; Robbins, C.B.; Grewal, D.S.; Liu, A.; Fekrat, S.; MacGillivray, T.J. The application of optical coherence tomography angiography in Alzheimer’s disease: A systematic review. Alzheimers Dement. 2021, 13, e12149. [Google Scholar] [CrossRef] [PubMed]
- Jiang, H.; Wei, Y.; Shi, Y.; Wright, C.B.; Sun, X.; Gregori, G.; Zheng, F.; Vanner, E.A.; Lam, B.L.; Rundek, T.; et al. Altered Macular Microvasculature in Mild Cognitive Impairment and Alzheimer Disease. J. Neuroophthalmol. 2018, 38, 292–298. [Google Scholar] [CrossRef]
- Bulut, M.; Kurtuluş, F.; Gözkaya, O.; Erol, M.K.; Cengiz, A.; Akıdan, M.; Yaman, A. Evaluation of optical coherence tomography angiographic findings in Alzheimer’s type dementia. Br. J. Ophthalmol. 2018, 102, 233–237. [Google Scholar] [CrossRef]
- Zhang, Y.S.; Zhou, N.; Knoll, B.M.; Samra, S.; Ward, M.R.; Weintraub, S.; Fawzi, A.A. Parafoveal vessel loss and correlation between peripapillary vessel density and cognitive performance in amnestic mild cognitive impairment and early Alzheimer’s Disease on optical coherence tomography angiography. PLoS ONE 2019, 14, e0214685. [Google Scholar] [CrossRef]
- Zabel, P.; Kaluzny, J.J.; Wilkosc-Debczynska, M.; Gebska-Toloczko, M.; Suwala, K.; Zabel, K.; Zaron, A.; Kucharski, R.; Araszkiewicz, A. Comparison of Retinal Microvasculature in Patients with Alzheimer’s Disease and Primary Open-Angle Glaucoma by Optical Coherence Tomography Angiography. Investig. Ophthalmol. Vis. Sci. 2019, 60, 3447–3455. [Google Scholar] [CrossRef] [Green Version]
- Kim, J.I.; Kang, B.H. Decreased retinal thickness in patients with Alzheimer’s disease is correlated with disease severity. PLoS ONE 2019, 14, e0224180. [Google Scholar] [CrossRef] [Green Version]
- Cheung, C.Y.; Ong, Y.T.; Hilal, S.; Ikram, M.K.; Low, S.; Ong, Y.L.; Venketasubramanian, N.; Yap, P.; Seow, D.; Chen, C.L.; et al. Retinal ganglion cell analysis using high-definition optical coherence tomography in patients with mild cognitive impairment and Alzheimer’s disease. J. Alzheimers Dis. 2015, 45, 45–56. [Google Scholar] [CrossRef] [Green Version]
- Zabel, P.; Kałużnym, J.J.; Wiłkość-Dębczyńska, M.; Gębska-Tołoczko, M.; Suwała, K.; Kucharski, R.; Araszkiewicz, A. Peripapillary Retinal Nerve Fiber Layer Thickness in Patients with Alzheimer’s Disease: A Comparison of Eyes of Patients with Alzheimer’s Disease, Primary Open-Angle Glaucoma, and Preperimetric Glaucoma and Healthy Controls. Med. Sci. Monit. 2019, 25, 1001–1008. [Google Scholar] [CrossRef]
- Cunha, J.P.; Proença, R.; Dias-Santos, A.; Almeida, R.; Águas, H.; Alves, M.; Papoila, A.L.; Louro, C.; Castanheira-Dinis, A. OCT in Alzheimer’s disease: Thinning of the RNFL and superior hemiretina. Graefes Arch. Clin. Exp. Ophthalmol. 2017, 255, 1827–1835. [Google Scholar] [CrossRef]
- Kirbas, S.; Turkyilmaz, K.; Anlar, O.; Tufekci, A.; Durmus, M. Retinal nerve fiber layer thickness in patients with Alzheimer disease. J. Neuroophthalmol. 2013, 33, 58–61. [Google Scholar] [CrossRef] [Green Version]
- den Haan, J.; Csinscik, L.; Parker, T.; Paterson, R.W.; Slattery, C.F.; Foulkes, A.; Bouwman, F.H.; Verbraak, F.D.; Scheltens, P.; Peto, T.; et al. Retinal thickness as potential biomarker in posterior cortical atrophy and typical Alzheimer’s disease. Alzheimers Res. Ther. 2019, 11, 62. [Google Scholar] [CrossRef] [Green Version]
- Querques, G.; Borrelli, E.; Sacconi, R.; De Vitis, L.; Leocani, L.; Santangelo, R.; Magnani, G.; Comi, G.; Bandello, F. Functional and morphological changes of the retinal vessels in Alzheimer’s disease and mild cognitive impairment. Sci. Rep. 2019, 9, 63. [Google Scholar] [CrossRef] [Green Version]
- van de Kreeke, J.A.; Nguyen, H.-T.; Konijnenberg, E.; Tomassen, J.; den Braber, A.; Ten Kate, M.; Yaqub, M.; van Berckel, B.; Lammertsma, A.A.; Boomsma, D.I.; et al. Optical coherence tomography angiography in preclinical Alzheimer’s disease. Br. J. Ophthalmol. 2020, 104, 157–161. [Google Scholar] [CrossRef]
- Szegedi, S.; Dal-Bianco, P.; Stögmann, E.; Traub-Weidinger, T.; Rainer, M.; Masching, A.; Schmidl, D.; Werkmeister, R.M.; Chua, J.; Schmetterer, L.; et al. Anatomical and functional changes in the retina in patients with Alzheimer’s disease and mild cognitive impairment. Acta Ophthalmol. 2020, 98, e914–e921. [Google Scholar] [CrossRef] [Green Version]
- Gao, L.; Liu, Y.; Li, X.; Bai, Q.; Liu, P. Abnormal retinal nerve fiber layer thickness and macula lutea in patients with mild cognitive impairment and Alzheimer’s disease. Arch. Gerontol. Geriatr. 2015, 60, 162–167. [Google Scholar] [CrossRef]
- Choi, S.H.; Park, S.J.; Kim, N.R. Macular Ganglion Cell -Inner Plexiform Layer Thickness Is Associated with Clinical Progression in Mild Cognitive Impairment and Alzheimers Disease. PLoS ONE 2016, 11, e0162202. [Google Scholar] [CrossRef]
- Liu, D.; Zhang, L.; Li, Z.; Zhang, X.; Wu, Y.; Yang, H.; Min, B.; Zhang, X.; Ma, D.; Lu, Y. Thinner changes of the retinal nerve fiber layer in patients with mild cognitive impairment and Alzheimer’s disease. BMC Neurol. 2015, 15, 14. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ascaso, F.J.; Cruz, N.; Modrego, P.J.; Lopez-Anton, R.; Santabárbara, J.; Pascual, L.F.; Lobo, A.; Cristóbal, J.A. Retinal alterations in mild cognitive impairment and Alzheimer’s disease: An optical coherence tomography study. J. Neurol. 2014, 261, 1522–1530. [Google Scholar] [CrossRef] [PubMed]
- Kesler, A.; Vakhapova, V.; Korczyn, A.D.; Naftaliev, E.; Neudorfer, M. Retinal thickness in patients with mild cognitive impairment and Alzheimer’s disease. Clin. Neurol. Neurosurg. 2011, 113, 523–526. [Google Scholar] [CrossRef]
- Lahme, L.; Esser, E.L.; Mihailovic, N.; Schubert, F.; Lauermann, J.; Johnen, A.; Eter, N.; Duning, T.; Alnawaiseh, M. Evaluation of Ocular Perfusion in Alzheimer’s Disease Using Optical Coherence Tomography Angiography. J. Alzheimers Dis. 2018, 66, 1745–1752. [Google Scholar] [CrossRef]
- Gharbiya, M.; Trebbastoni, A.; Parisi, F.; Manganiello, S.; Cruciani, F.; D’Antonio, F.; De Vico, U.; Imbriano, L.; Campanelli, A.; De Lena, C. Choroidal Thinning as a New Finding in Alzheimer’s Disease: Evidence from Enhanced Depth Imaging Spectral Domain Optical Coherence Tomography. J. Alzheimers Dis. 2014, 40, 907–917. [Google Scholar] [CrossRef]
- Ma, Y.; Hao, H.; Xie, J.; Fu, H.; Zhang, J.; Yang, J.; Wang, Z.; Liu, J.; Zheng, Y.; Zhao, Y. ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model. IEEE Trans. Med. Imaging. 2021, 40, 928–939. [Google Scholar] [CrossRef] [PubMed]
- Uwagbai, O.; Kalish, V.B. Vascular Dementia. In StatPearls; StatPearls Publishing: Treasure Island, FL, USA, 2022. [Google Scholar]
- Gorelick, P.B.; Counts, S.E.; Nyenhuis, D. Vascular cognitive impairment and dementia. Biochim. Biophys. Acta 2016, 1862, 860–868. [Google Scholar] [CrossRef] [PubMed]
- Ashimatey, B.S.; D’Orazio, L.M.; Ma, S.J.; Jann, K.; Jiang, X.; Lu, H.; Wang, D.J.J.; Ringman, J.M.; Kashani, A.H. Lower retinal capillary density in minimal cognitive impairment among older Latinx adults. Alzheimers Dement. 2020, 12, e12071. [Google Scholar] [CrossRef]
- Dumitrascu, O.M.; Koronyo-Hamaoui, M. Retinal vessel changes in cerebrovascular disease. Curr. Opin. Neurol. 2020, 33, 87–92. [Google Scholar] [CrossRef]
- Zhang, J.F.; Wiseman, S.; Valdés-Hernández, M.C.; Doubal, F.N.; Dhillon, B.; Wu, Y.C.; Wardlaw, J.M. The Application of Optical Coherence Tomography Angiography in Cerebral Small Vessel Disease, Ischemic Stroke, and Dementia: A Systematic Review. Front. Neurol. 2020, 11, 1009. [Google Scholar] [CrossRef]
- Wang, X.; Wie, Q.; Wu, X.; Cao, S.; Chen, C.; Zhang, J.; Yan, Y.; Geng, Z.; Tian, Y.; Wang, K. The vessel density of the superficial retinal capillary plexus as a new biomarker in cerebral small vessel disease: An optical coherence tomography angiography study. Neurol. Sci. 2021, 42, 3615–3624. [Google Scholar] [CrossRef] [PubMed]
- Lee, J.-Y.; Kim, J.P.; Jang, H.; Kim, J.; Kang, S.H.; Kim, J.S.; Lee, J.; Jung, Y.-H.; Na, D.L.; Seo, S.W.; et al. Optical coherence tomography angiography as a potential screening tool for cerebral small vessel diseases. Alzheimers Res. Ther. 2020, 12, 73. [Google Scholar] [CrossRef] [PubMed]
- Peng, C.; Kwapong, W.R.; Xu, S.; Muse, F.M.; Yan, J.; Qu, M.; Cao, Y.; Miao, H.; Zhen, Z.; Wu, B.; et al. Structural and Microvascular Changes in the Macular Are Associated with Severity of White Matter Lesions. Front. Neurol. 2020, 11, 521. [Google Scholar] [CrossRef] [PubMed]
- Chang, L.Y.-L.; Acosta, M.L.; Black, J. Choroidal thinning and ocular electrophysiology in a case of vascular cognitive impairment after stroke. Clin. Exp. Optom. 2019, 102, 184–187. [Google Scholar] [CrossRef]
- Cennamo, G.; Montorio, D.; Santoro, C.; Cocozza, S.; Spinelli, L.; Di Risi, T.; Riccio, E.; Russo, C.; Pontillo, G.; Esposito, R.; et al. The Retinal Vessel Density as a New Vascular Biomarker in Multisystem Involvement in Fabry Disease: An Optical Coherence Tomography Angiography Study. J. Clin. Med. 2020, 9, 4087. [Google Scholar] [CrossRef]
- Clancy, U.; Garcia, D.J.; Stringer, M.S.; Thrippleton, M.J.; Valdés-Hernández, M.C.; Wiseman, S.; Hamilton, O.K.; Chappell, F.M.; Brown, R.; Blair, G.W.; et al. Rationale and design of a longitudinal study of cerebral small vessel diseases, clinical and imaging outcomes in patients presenting with mild ischaemic stroke: Mild Stroke Study 3. Eur. Stroke J. 2021, 6, 81–88. [Google Scholar] [CrossRef]
Alzheimer’s Disease | Vascular Dementia | |
---|---|---|
RPC | Lowered or unaffected | Lowered |
RNFL thickness | Lowered or unaffected | Not of particular importance |
Vessel Density | Decreased in SCP and/or DCP | Decreased in SCP and/or DCP |
FAZ | Enlarged | No available data |
Inner retinal layers | Thinning | No available data |
Outer retinal layers | No available data | Thinning |
Choroid | Thinning | Thinning |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 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 (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Chalkias, E.; Chalkias, I.-N.; Bakirtzis, C.; Messinis, L.; Nasios, G.; Ioannidis, P.; Pirounides, D. Differentiating Degenerative from Vascular Dementia with the Help of Optical Coherence Tomography Angiography Biomarkers. Healthcare 2022, 10, 539. https://doi.org/10.3390/healthcare10030539
Chalkias E, Chalkias I-N, Bakirtzis C, Messinis L, Nasios G, Ioannidis P, Pirounides D. Differentiating Degenerative from Vascular Dementia with the Help of Optical Coherence Tomography Angiography Biomarkers. Healthcare. 2022; 10(3):539. https://doi.org/10.3390/healthcare10030539
Chicago/Turabian StyleChalkias, Efthymios, Ioannis-Nikolaos Chalkias, Christos Bakirtzis, Lambros Messinis, Grigorios Nasios, Panagiotis Ioannidis, and Demetrios Pirounides. 2022. "Differentiating Degenerative from Vascular Dementia with the Help of Optical Coherence Tomography Angiography Biomarkers" Healthcare 10, no. 3: 539. https://doi.org/10.3390/healthcare10030539
APA StyleChalkias, E., Chalkias, I. -N., Bakirtzis, C., Messinis, L., Nasios, G., Ioannidis, P., & Pirounides, D. (2022). Differentiating Degenerative from Vascular Dementia with the Help of Optical Coherence Tomography Angiography Biomarkers. Healthcare, 10(3), 539. https://doi.org/10.3390/healthcare10030539