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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2020
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.
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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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