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Handheld chromatic pupillometry can accurately and rapidly reveal functional loss in glaucoma
BACKGROUND/AIMS: Early detection and treatment of glaucoma can delay vision loss. In this study, we evaluate the performance of handheld chromatic pupillometry (HCP) for the objective and rapid detection of functional loss in glaucoma. METHODS: In this clinic-based, prospective study, we enrolled 14...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10176376/ https://www.ncbi.nlm.nih.gov/pubmed/34853018 http://dx.doi.org/10.1136/bjophthalmol-2021-319938 |
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author | Najjar, Raymond P Rukmini, A V Finkelstein, Maxwell T Nusinovici, Simon Mani, Baskaran Nongpiur, Monisha Esther Perera, Shamira Husain, Rahat Aung, Tin Milea, Dan |
author_facet | Najjar, Raymond P Rukmini, A V Finkelstein, Maxwell T Nusinovici, Simon Mani, Baskaran Nongpiur, Monisha Esther Perera, Shamira Husain, Rahat Aung, Tin Milea, Dan |
author_sort | Najjar, Raymond P |
collection | PubMed |
description | BACKGROUND/AIMS: Early detection and treatment of glaucoma can delay vision loss. In this study, we evaluate the performance of handheld chromatic pupillometry (HCP) for the objective and rapid detection of functional loss in glaucoma. METHODS: In this clinic-based, prospective study, we enrolled 149 patients (median (IQR) years: 68.5 (13.6) years) with confirmed glaucoma and 173 healthy controls (55.2 (26.7) years). Changes in pupil size in response to 9 s of exponentially increasing blue (469 nm) and red (640 nm) light-stimuli were assessed monocularly using a custom-built handheld pupillometer. Pupillometric features were extracted from individual traces and compared between groups. Features with the highest classification potential, selected using a gradient boosting machine technique, were incorporated into a generalised linear model for glaucoma classification. Receiver operating characteristic curve analyses (ROC) were used to compare the performance of HCP, optical coherence tomography (OCT) and Humphrey Visual Field (HVF). RESULTS: Pupillary light responses were altered in glaucoma compared with controls. For glaucoma classification, HCP yielded an area under the ROC curve (AUC) of 0.94 (95% CI 0.91 to 0.96), a sensitivity of 87.9% and specificity of 88.4%. The classification performance of HCP in early-moderate glaucoma (visual field mean deviation (VFMD) > -12 dB; AUC=0.91 (95% CI 0.87 to 0.95)) was similar to HVF (AUC=0.91) and reduced compared with OCT (AUC=0.97; p=0.01). For severe glaucoma (VFMD ≤ -12 dB), HCP had an excellent classification performance (AUC=0.98, 95% CI 0.97 to 1) that was similar to HVF and OCT. CONCLUSION: HCP allows for an accurate, objective and rapid detection of functional loss in glaucomatous eyes of different severities. |
format | Online Article Text |
id | pubmed-10176376 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-101763762023-05-13 Handheld chromatic pupillometry can accurately and rapidly reveal functional loss in glaucoma Najjar, Raymond P Rukmini, A V Finkelstein, Maxwell T Nusinovici, Simon Mani, Baskaran Nongpiur, Monisha Esther Perera, Shamira Husain, Rahat Aung, Tin Milea, Dan Br J Ophthalmol Clinical Science BACKGROUND/AIMS: Early detection and treatment of glaucoma can delay vision loss. In this study, we evaluate the performance of handheld chromatic pupillometry (HCP) for the objective and rapid detection of functional loss in glaucoma. METHODS: In this clinic-based, prospective study, we enrolled 149 patients (median (IQR) years: 68.5 (13.6) years) with confirmed glaucoma and 173 healthy controls (55.2 (26.7) years). Changes in pupil size in response to 9 s of exponentially increasing blue (469 nm) and red (640 nm) light-stimuli were assessed monocularly using a custom-built handheld pupillometer. Pupillometric features were extracted from individual traces and compared between groups. Features with the highest classification potential, selected using a gradient boosting machine technique, were incorporated into a generalised linear model for glaucoma classification. Receiver operating characteristic curve analyses (ROC) were used to compare the performance of HCP, optical coherence tomography (OCT) and Humphrey Visual Field (HVF). RESULTS: Pupillary light responses were altered in glaucoma compared with controls. For glaucoma classification, HCP yielded an area under the ROC curve (AUC) of 0.94 (95% CI 0.91 to 0.96), a sensitivity of 87.9% and specificity of 88.4%. The classification performance of HCP in early-moderate glaucoma (visual field mean deviation (VFMD) > -12 dB; AUC=0.91 (95% CI 0.87 to 0.95)) was similar to HVF (AUC=0.91) and reduced compared with OCT (AUC=0.97; p=0.01). For severe glaucoma (VFMD ≤ -12 dB), HCP had an excellent classification performance (AUC=0.98, 95% CI 0.97 to 1) that was similar to HVF and OCT. CONCLUSION: HCP allows for an accurate, objective and rapid detection of functional loss in glaucomatous eyes of different severities. BMJ Publishing Group 2023-05 2021-12-01 /pmc/articles/PMC10176376/ /pubmed/34853018 http://dx.doi.org/10.1136/bjophthalmol-2021-319938 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Clinical Science Najjar, Raymond P Rukmini, A V Finkelstein, Maxwell T Nusinovici, Simon Mani, Baskaran Nongpiur, Monisha Esther Perera, Shamira Husain, Rahat Aung, Tin Milea, Dan Handheld chromatic pupillometry can accurately and rapidly reveal functional loss in glaucoma |
title | Handheld chromatic pupillometry can accurately and rapidly reveal functional loss in glaucoma |
title_full | Handheld chromatic pupillometry can accurately and rapidly reveal functional loss in glaucoma |
title_fullStr | Handheld chromatic pupillometry can accurately and rapidly reveal functional loss in glaucoma |
title_full_unstemmed | Handheld chromatic pupillometry can accurately and rapidly reveal functional loss in glaucoma |
title_short | Handheld chromatic pupillometry can accurately and rapidly reveal functional loss in glaucoma |
title_sort | handheld chromatic pupillometry can accurately and rapidly reveal functional loss in glaucoma |
topic | Clinical Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10176376/ https://www.ncbi.nlm.nih.gov/pubmed/34853018 http://dx.doi.org/10.1136/bjophthalmol-2021-319938 |
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