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A Systematic Review on Retinal Biomarkers to Diagnose Dementia from OCT/OCTA Images
BACKGROUND: Traditional methods for diagnosing dementia are costly, time-consuming, and somewhat invasive. Since the retina shares significant anatomical similarities with the brain, retinal abnormalities detected via optical coherence tomography (OCT) and OCT angiography (OCTA) have been studied as...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
IOS Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10657718/ https://www.ncbi.nlm.nih.gov/pubmed/38025800 http://dx.doi.org/10.3233/ADR-230042 |
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author | Ibrahim, Yehia Xie, Jianyang Macerollo, Antonella Sardone, Rodolfo Shen, Yaochun Romano, Vito Zheng, Yalin |
author_facet | Ibrahim, Yehia Xie, Jianyang Macerollo, Antonella Sardone, Rodolfo Shen, Yaochun Romano, Vito Zheng, Yalin |
author_sort | Ibrahim, Yehia |
collection | PubMed |
description | BACKGROUND: Traditional methods for diagnosing dementia are costly, time-consuming, and somewhat invasive. Since the retina shares significant anatomical similarities with the brain, retinal abnormalities detected via optical coherence tomography (OCT) and OCT angiography (OCTA) have been studied as a potential non-invasive diagnostic tool for neurodegenerative disorders; however, the most effective retinal changes remain a mystery to be unraveled in this review. OBJECTIVE: This study aims to explore the relationship between retinal abnormalities in OCT/OCTA images and cognitive decline as well as evaluating biomarkers’ effectiveness in detecting neurodegenerative diseases. METHODS: A systematic search was conducted on PubMed, Web of Science, and Scopus until December 2022, resulted in 64 papers using agreed search keywords, and inclusion/exclusion criteria. RESULTS: The superior peripapillary retinal nerve fiber layer (pRNFL) is a trustworthy biomarker to identify most Alzheimer’s disease (AD) cases; however, it is inefficient when dealing with mild AD and mild cognitive impairment (MCI). The global pRNFL (pRNFL-G) is another reliable biomarker to discriminate frontotemporal dementia from mild AD and healthy controls (HCs), moderate AD and MCI from HCs, as well as identifing pathological Aβ(42)/tau in cognitively healthy individuals. Conversely, pRNFL-G fails to realize mild AD and the progression of AD. The average pRNFL thickness variation is considered a viable biomarker to monitor the progression of AD. Finally, the superior and average pRNFL thicknesses are considered consistent for advanced AD but not for early/mild AD. CONCLUSIONS: Retinal changes may indicate dementia, but further research is needed to confirm the most effective biomarkers for early and mild AD. |
format | Online Article Text |
id | pubmed-10657718 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | IOS Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-106577182023-11-01 A Systematic Review on Retinal Biomarkers to Diagnose Dementia from OCT/OCTA Images Ibrahim, Yehia Xie, Jianyang Macerollo, Antonella Sardone, Rodolfo Shen, Yaochun Romano, Vito Zheng, Yalin J Alzheimers Dis Rep Systematic Review BACKGROUND: Traditional methods for diagnosing dementia are costly, time-consuming, and somewhat invasive. Since the retina shares significant anatomical similarities with the brain, retinal abnormalities detected via optical coherence tomography (OCT) and OCT angiography (OCTA) have been studied as a potential non-invasive diagnostic tool for neurodegenerative disorders; however, the most effective retinal changes remain a mystery to be unraveled in this review. OBJECTIVE: This study aims to explore the relationship between retinal abnormalities in OCT/OCTA images and cognitive decline as well as evaluating biomarkers’ effectiveness in detecting neurodegenerative diseases. METHODS: A systematic search was conducted on PubMed, Web of Science, and Scopus until December 2022, resulted in 64 papers using agreed search keywords, and inclusion/exclusion criteria. RESULTS: The superior peripapillary retinal nerve fiber layer (pRNFL) is a trustworthy biomarker to identify most Alzheimer’s disease (AD) cases; however, it is inefficient when dealing with mild AD and mild cognitive impairment (MCI). The global pRNFL (pRNFL-G) is another reliable biomarker to discriminate frontotemporal dementia from mild AD and healthy controls (HCs), moderate AD and MCI from HCs, as well as identifing pathological Aβ(42)/tau in cognitively healthy individuals. Conversely, pRNFL-G fails to realize mild AD and the progression of AD. The average pRNFL thickness variation is considered a viable biomarker to monitor the progression of AD. Finally, the superior and average pRNFL thicknesses are considered consistent for advanced AD but not for early/mild AD. CONCLUSIONS: Retinal changes may indicate dementia, but further research is needed to confirm the most effective biomarkers for early and mild AD. IOS Press 2023-11-01 /pmc/articles/PMC10657718/ /pubmed/38025800 http://dx.doi.org/10.3233/ADR-230042 Text en © 2023 – The authors. Published by IOS Press https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution (CC BY 4.0) License (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Systematic Review Ibrahim, Yehia Xie, Jianyang Macerollo, Antonella Sardone, Rodolfo Shen, Yaochun Romano, Vito Zheng, Yalin A Systematic Review on Retinal Biomarkers to Diagnose Dementia from OCT/OCTA Images |
title | A Systematic Review on Retinal Biomarkers to Diagnose Dementia from OCT/OCTA Images |
title_full | A Systematic Review on Retinal Biomarkers to Diagnose Dementia from OCT/OCTA Images |
title_fullStr | A Systematic Review on Retinal Biomarkers to Diagnose Dementia from OCT/OCTA Images |
title_full_unstemmed | A Systematic Review on Retinal Biomarkers to Diagnose Dementia from OCT/OCTA Images |
title_short | A Systematic Review on Retinal Biomarkers to Diagnose Dementia from OCT/OCTA Images |
title_sort | systematic review on retinal biomarkers to diagnose dementia from oct/octa images |
topic | Systematic Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10657718/ https://www.ncbi.nlm.nih.gov/pubmed/38025800 http://dx.doi.org/10.3233/ADR-230042 |
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