The utility of corneal nerve fractal dimension analysis in peripheral neuropathies of different etiology
Author(s)
Type
Journal Article
Abstract
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.
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.
Date Issued
2020-08-28
Date Acceptance
2020-08-10
Citation
Translational Vision Science and Technology, 2020, 9 (9)
ISSN
2164-2591
Publisher
Association for Research in Vision and Ophthalmology
Journal / Book Title
Translational Vision Science and Technology
Volume
9
Issue
9
Copyright Statement
Copyright 2020 The Authors
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000582929100043&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Subjects
Science & Technology
Life Sciences & Biomedicine
Ophthalmology
peripheral neuropathy
corneal confocal microscopy
fractals
SMALL-FIBER NEUROPATHY
CONFOCAL MICROSCOPY
DIABETIC-NEUROPATHY
DENDRITIC CELLS
GREY-MATTER
PREVALENCE
POLYNEUROPATHY
EPIDEMIOLOGY
REGENERATION
DIAGNOSIS
Publication Status
Published
Article Number
ARTN 43
Date Publish Online
2020-08-28