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The Utility of Corneal Nerve Fractal Dimension Analysis in Peripheral Neuropathies of Different Etiology
PURPOSE: Quantification of corneal confocal microscopy (CCM) images has shown a significant reduction in corneal nerve fiber length (CNFL) in a range of peripheral neuropathies. We assessed whether corneal nerve fractal dimension (CNFrD) analysis, a novel metric to quantify the topological complexit...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Association for Research in Vision and Ophthalmology
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7463182/ https://www.ncbi.nlm.nih.gov/pubmed/32934893 http://dx.doi.org/10.1167/tvst.9.9.43 |
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author | Petropoulos, Ioannis N. Al-Mohammedi, Abdulrahman Chen, Xin Ferdousi, Maryam Ponirakis, Georgios Kemp, Harriet Chopra, Reena Hau, Scott Schargus, Marc Vollert, Jan Sturm, Dietrich Bharani, Tina Kleinschnitz, Christopher Stettner, Mark Peto, Tunde Maier, Christoph Rice, Andrew S. C. Malik, Rayaz A. |
author_facet | Petropoulos, Ioannis N. Al-Mohammedi, Abdulrahman Chen, Xin Ferdousi, Maryam Ponirakis, Georgios Kemp, Harriet Chopra, Reena Hau, Scott Schargus, Marc Vollert, Jan Sturm, Dietrich Bharani, Tina Kleinschnitz, Christopher Stettner, Mark Peto, Tunde Maier, Christoph Rice, Andrew S. C. Malik, Rayaz A. |
author_sort | Petropoulos, Ioannis N. |
collection | PubMed |
description | PURPOSE: Quantification of corneal confocal microscopy (CCM) images has shown a significant reduction in corneal nerve fiber length (CNFL) in a range of peripheral neuropathies. We assessed whether corneal nerve fractal dimension (CNFrD) analysis, a novel metric to quantify the topological complexity of corneal subbasal nerves, can differentiate peripheral neuropathies of different etiology. METHODS: Ninety patients with peripheral neuropathy, including 29 with diabetic peripheral neuropathy (DPN), 34 with chronic inflammatory demyelinating polyneuropathy (CIDP), 13 with chemotherapy-induced peripheral neuropathy (CIPN), 14 with human immunodeficiency virus-associated sensory neuropathy (HIV-SN), and 20 healthy controls (HCs), underwent CCM for estimation of corneal nerve fiber density (CNFD), CNFL, corneal nerve branch density (CNBD), CNFrD, and CNFrD adjusted for CNFL (ACNFrD). RESULTS: In patients with DPN, CIDP, CIPN, or HIV-SN compared to HCs, CNFD (P = 0.004–0.0001) and CNFL (P = 0.05–0.0001) were significantly lower, with a further significant reduction among subgroups. CNFrD was significantly lower in patients with CIDP compared to HCs and patients with HIV-SN (P = 0.02–0.0009) and in patients with DPN compared to HCs and patients with HIV-SN, CIPN, or CIDP (P = 0.001–0.0001). ACNFrD was lower in patients with CIPN, CIDP, or DPN compared to HCs (P = 0.03–0.0001) and in patients with DPN compared to those with HIV-SN, CIPN, or CIDP (P = 0.01–0.005). CONCLUSIONS: CNFrD can detect a distinct pattern of corneal nerve loss in patients with DPN or CIDP compared to those with CIPN or HIV-SN and controls. TRANSLATIONAL RELEVANCE: Various peripheral neuropathies are characterized by a comparable degree of corneal nerve loss. Assessment of corneal nerve topology by CNFrD could be useful in differentiating neuropathies based on the pattern of loss. |
format | Online Article Text |
id | pubmed-7463182 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | The Association for Research in Vision and Ophthalmology |
record_format | MEDLINE/PubMed |
spelling | pubmed-74631822020-09-14 The Utility of Corneal Nerve Fractal Dimension Analysis in Peripheral Neuropathies of Different Etiology Petropoulos, Ioannis N. Al-Mohammedi, Abdulrahman Chen, Xin Ferdousi, Maryam Ponirakis, Georgios Kemp, Harriet Chopra, Reena Hau, Scott Schargus, Marc Vollert, Jan Sturm, Dietrich Bharani, Tina Kleinschnitz, Christopher Stettner, Mark Peto, Tunde Maier, Christoph Rice, Andrew S. C. Malik, Rayaz A. Transl Vis Sci Technol Article PURPOSE: Quantification of corneal confocal microscopy (CCM) images has shown a significant reduction in corneal nerve fiber length (CNFL) in a range of peripheral neuropathies. We assessed whether corneal nerve fractal dimension (CNFrD) analysis, a novel metric to quantify the topological complexity of corneal subbasal nerves, can differentiate peripheral neuropathies of different etiology. METHODS: Ninety patients with peripheral neuropathy, including 29 with diabetic peripheral neuropathy (DPN), 34 with chronic inflammatory demyelinating polyneuropathy (CIDP), 13 with chemotherapy-induced peripheral neuropathy (CIPN), 14 with human immunodeficiency virus-associated sensory neuropathy (HIV-SN), and 20 healthy controls (HCs), underwent CCM for estimation of corneal nerve fiber density (CNFD), CNFL, corneal nerve branch density (CNBD), CNFrD, and CNFrD adjusted for CNFL (ACNFrD). RESULTS: In patients with DPN, CIDP, CIPN, or HIV-SN compared to HCs, CNFD (P = 0.004–0.0001) and CNFL (P = 0.05–0.0001) were significantly lower, with a further significant reduction among subgroups. CNFrD was significantly lower in patients with CIDP compared to HCs and patients with HIV-SN (P = 0.02–0.0009) and in patients with DPN compared to HCs and patients with HIV-SN, CIPN, or CIDP (P = 0.001–0.0001). ACNFrD was lower in patients with CIPN, CIDP, or DPN compared to HCs (P = 0.03–0.0001) and in patients with DPN compared to those with HIV-SN, CIPN, or CIDP (P = 0.01–0.005). CONCLUSIONS: CNFrD can detect a distinct pattern of corneal nerve loss in patients with DPN or CIDP compared to those with CIPN or HIV-SN and controls. TRANSLATIONAL RELEVANCE: Various peripheral neuropathies are characterized by a comparable degree of corneal nerve loss. Assessment of corneal nerve topology by CNFrD could be useful in differentiating neuropathies based on the pattern of loss. The Association for Research in Vision and Ophthalmology 2020-08-28 /pmc/articles/PMC7463182/ /pubmed/32934893 http://dx.doi.org/10.1167/tvst.9.9.43 Text en Copyright 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. |
spellingShingle | Article Petropoulos, Ioannis N. Al-Mohammedi, Abdulrahman Chen, Xin Ferdousi, Maryam Ponirakis, Georgios Kemp, Harriet Chopra, Reena Hau, Scott Schargus, Marc Vollert, Jan Sturm, Dietrich Bharani, Tina Kleinschnitz, Christopher Stettner, Mark Peto, Tunde Maier, Christoph Rice, Andrew S. C. Malik, Rayaz A. The Utility of Corneal Nerve Fractal Dimension Analysis in Peripheral Neuropathies of Different Etiology |
title | The Utility of Corneal Nerve Fractal Dimension Analysis in Peripheral Neuropathies of Different Etiology |
title_full | The Utility of Corneal Nerve Fractal Dimension Analysis in Peripheral Neuropathies of Different Etiology |
title_fullStr | The Utility of Corneal Nerve Fractal Dimension Analysis in Peripheral Neuropathies of Different Etiology |
title_full_unstemmed | The Utility of Corneal Nerve Fractal Dimension Analysis in Peripheral Neuropathies of Different Etiology |
title_short | The Utility of Corneal Nerve Fractal Dimension Analysis in Peripheral Neuropathies of Different Etiology |
title_sort | utility of corneal nerve fractal dimension analysis in peripheral neuropathies of different etiology |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7463182/ https://www.ncbi.nlm.nih.gov/pubmed/32934893 http://dx.doi.org/10.1167/tvst.9.9.43 |
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