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Corneal confocal microscopy for identification of diabetic sensorimotor polyneuropathy: a pooled multinational consortium study
AIMS/HYPOTHESIS: Small cohort studies raise the hypothesis that corneal nerve abnormalities (including corneal nerve fibre length [CNFL]) are valid non-invasive imaging endpoints for diabetic sensorimotor polyneuropathy (DSP). We aimed to establish concurrent validity and diagnostic thresholds in a...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6061173/ https://www.ncbi.nlm.nih.gov/pubmed/29869146 http://dx.doi.org/10.1007/s00125-018-4653-8 |
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author | Perkins, Bruce A. Lovblom, Leif E. Bril, Vera Scarr, Daniel Ostrovski, Ilia Orszag, Andrej Edwards, Katie Pritchard, Nicola Russell, Anthony Dehghani, Cirous Pacaud, Danièle Romanchuk, Kenneth Mah, Jean K. Jeziorska, Maria Marshall, Andrew Shtein, Roni M. Pop-Busui, Rodica Lentz, Stephen I. Boulton, Andrew J. M. Tavakoli, Mitra Efron, Nathan Malik, Rayaz A. |
author_facet | Perkins, Bruce A. Lovblom, Leif E. Bril, Vera Scarr, Daniel Ostrovski, Ilia Orszag, Andrej Edwards, Katie Pritchard, Nicola Russell, Anthony Dehghani, Cirous Pacaud, Danièle Romanchuk, Kenneth Mah, Jean K. Jeziorska, Maria Marshall, Andrew Shtein, Roni M. Pop-Busui, Rodica Lentz, Stephen I. Boulton, Andrew J. M. Tavakoli, Mitra Efron, Nathan Malik, Rayaz A. |
author_sort | Perkins, Bruce A. |
collection | PubMed |
description | AIMS/HYPOTHESIS: Small cohort studies raise the hypothesis that corneal nerve abnormalities (including corneal nerve fibre length [CNFL]) are valid non-invasive imaging endpoints for diabetic sensorimotor polyneuropathy (DSP). We aimed to establish concurrent validity and diagnostic thresholds in a large cohort of participants with and without DSP. METHODS: Nine hundred and ninety-eight participants from five centres (516 with type 1 diabetes and 482 with type 2 diabetes) underwent CNFL quantification and clinical and electrophysiological examination. AUC and diagnostic thresholds were derived and validated in randomly selected samples using receiver operating characteristic analysis. Sensitivity analyses included latent class models to address the issue of imperfect reference standard. RESULTS: Type 1 and type 2 diabetes subcohorts had mean age of 42 ± 19 and 62 ± 10 years, diabetes duration 21 ± 15 and 12 ± 9 years and DSP prevalence of 31% and 53%, respectively. Derivation AUC for CNFL was 0.77 in type 1 diabetes (p < 0.001) and 0.68 in type 2 diabetes (p < 0.001) and was approximately reproduced in validation sets. The optimal threshold for automated CNFL was 12.5 mm/mm(2) in type 1 diabetes and 12.3 mm/mm(2) in type 2 diabetes. In the total cohort, a lower threshold value below 8.6 mm/mm(2) to rule in DSP and an upper value of 15.3 mm/mm(2) to rule out DSP were associated with 88% specificity and 88% sensitivity. CONCLUSIONS/INTERPRETATION: We established the diagnostic validity and common diagnostic thresholds for CNFL in type 1 and type 2 diabetes. Further research must determine to what extent CNFL can be deployed in clinical practice and in clinical trials assessing the efficacy of disease-modifying therapies for DSP. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00125-018-4653-8) contains peer-reviewed but unedited supplementary material, which is available to authorised users. |
format | Online Article Text |
id | pubmed-6061173 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-60611732018-08-09 Corneal confocal microscopy for identification of diabetic sensorimotor polyneuropathy: a pooled multinational consortium study Perkins, Bruce A. Lovblom, Leif E. Bril, Vera Scarr, Daniel Ostrovski, Ilia Orszag, Andrej Edwards, Katie Pritchard, Nicola Russell, Anthony Dehghani, Cirous Pacaud, Danièle Romanchuk, Kenneth Mah, Jean K. Jeziorska, Maria Marshall, Andrew Shtein, Roni M. Pop-Busui, Rodica Lentz, Stephen I. Boulton, Andrew J. M. Tavakoli, Mitra Efron, Nathan Malik, Rayaz A. Diabetologia Short Communication AIMS/HYPOTHESIS: Small cohort studies raise the hypothesis that corneal nerve abnormalities (including corneal nerve fibre length [CNFL]) are valid non-invasive imaging endpoints for diabetic sensorimotor polyneuropathy (DSP). We aimed to establish concurrent validity and diagnostic thresholds in a large cohort of participants with and without DSP. METHODS: Nine hundred and ninety-eight participants from five centres (516 with type 1 diabetes and 482 with type 2 diabetes) underwent CNFL quantification and clinical and electrophysiological examination. AUC and diagnostic thresholds were derived and validated in randomly selected samples using receiver operating characteristic analysis. Sensitivity analyses included latent class models to address the issue of imperfect reference standard. RESULTS: Type 1 and type 2 diabetes subcohorts had mean age of 42 ± 19 and 62 ± 10 years, diabetes duration 21 ± 15 and 12 ± 9 years and DSP prevalence of 31% and 53%, respectively. Derivation AUC for CNFL was 0.77 in type 1 diabetes (p < 0.001) and 0.68 in type 2 diabetes (p < 0.001) and was approximately reproduced in validation sets. The optimal threshold for automated CNFL was 12.5 mm/mm(2) in type 1 diabetes and 12.3 mm/mm(2) in type 2 diabetes. In the total cohort, a lower threshold value below 8.6 mm/mm(2) to rule in DSP and an upper value of 15.3 mm/mm(2) to rule out DSP were associated with 88% specificity and 88% sensitivity. CONCLUSIONS/INTERPRETATION: We established the diagnostic validity and common diagnostic thresholds for CNFL in type 1 and type 2 diabetes. Further research must determine to what extent CNFL can be deployed in clinical practice and in clinical trials assessing the efficacy of disease-modifying therapies for DSP. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00125-018-4653-8) contains peer-reviewed but unedited supplementary material, which is available to authorised users. Springer Berlin Heidelberg 2018-06-04 2018 /pmc/articles/PMC6061173/ /pubmed/29869146 http://dx.doi.org/10.1007/s00125-018-4653-8 Text en © The Author(s) 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Short Communication Perkins, Bruce A. Lovblom, Leif E. Bril, Vera Scarr, Daniel Ostrovski, Ilia Orszag, Andrej Edwards, Katie Pritchard, Nicola Russell, Anthony Dehghani, Cirous Pacaud, Danièle Romanchuk, Kenneth Mah, Jean K. Jeziorska, Maria Marshall, Andrew Shtein, Roni M. Pop-Busui, Rodica Lentz, Stephen I. Boulton, Andrew J. M. Tavakoli, Mitra Efron, Nathan Malik, Rayaz A. Corneal confocal microscopy for identification of diabetic sensorimotor polyneuropathy: a pooled multinational consortium study |
title | Corneal confocal microscopy for identification of diabetic sensorimotor polyneuropathy: a pooled multinational consortium study |
title_full | Corneal confocal microscopy for identification of diabetic sensorimotor polyneuropathy: a pooled multinational consortium study |
title_fullStr | Corneal confocal microscopy for identification of diabetic sensorimotor polyneuropathy: a pooled multinational consortium study |
title_full_unstemmed | Corneal confocal microscopy for identification of diabetic sensorimotor polyneuropathy: a pooled multinational consortium study |
title_short | Corneal confocal microscopy for identification of diabetic sensorimotor polyneuropathy: a pooled multinational consortium study |
title_sort | corneal confocal microscopy for identification of diabetic sensorimotor polyneuropathy: a pooled multinational consortium study |
topic | Short Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6061173/ https://www.ncbi.nlm.nih.gov/pubmed/29869146 http://dx.doi.org/10.1007/s00125-018-4653-8 |
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