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Linear interactions between intraocular, intracranial pressure, and retinal vascular pulse amplitude in the fourier domain
PURPOSE: To compare the retinal vascular pulsatile characteristics in subjects with normal (ICP(n)) and high (ICP(h)) intracranial pressure and quantify the interactions between intraocular pressure, intracranial pressure, and retinal vascular pulse amplitude in the Fourier domain. MATERIALS AND MET...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9239478/ https://www.ncbi.nlm.nih.gov/pubmed/35763528 http://dx.doi.org/10.1371/journal.pone.0270557 |
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author | Abdul-Rahman, Anmar Morgan, William Jo Khoo, Ying Lind, Christopher Kermode, Allan Carroll, William Yu, Dao-Yi |
author_facet | Abdul-Rahman, Anmar Morgan, William Jo Khoo, Ying Lind, Christopher Kermode, Allan Carroll, William Yu, Dao-Yi |
author_sort | Abdul-Rahman, Anmar |
collection | PubMed |
description | PURPOSE: To compare the retinal vascular pulsatile characteristics in subjects with normal (ICP(n)) and high (ICP(h)) intracranial pressure and quantify the interactions between intraocular pressure, intracranial pressure, and retinal vascular pulse amplitude in the Fourier domain. MATERIALS AND METHODS: Twenty-one subjects were examined using modified photoplethysmography with simultaneous ophthalmodynamometry. A harmonic regression model was fitted to each pixel in the time-series, and used to quantify the retinal vascular pulse wave parameters including the harmonic regression wave amplitude (HRW(a)). The pulse wave attenuation was measured under different ranges of induced intraocular pressure (IOP(i)), as a function of distance along the vessel (V(Dist)). Intracranial pressure (ICP) was measured using lumbar puncture. A linear mixed-effects model was used to estimate the correlations between the Yeo-Johnson transformed harmonic regression wave amplitude (HRW(a-YJt)) with the predictors (IOP(i), V(Dist) and ICP). A comparison of the model coefficients was done by calculating the weighted Beta (β(x)) coefficients. RESULTS: The median HRW(a) in the ICP(n) group was higher in the retinal veins (4.563, interquartile range (IQR) = 3.656) compared to the retinal arteries (3.475, IQR = 2.458), p<0.0001. In contrast, the ICP(h) group demonstrated a reduction in the median venous HRW(a) (3.655, IQR = 3.223) and an elevation in the median arterial HRW(a) (3.616, IQR = 2.715), p<0.0001. Interactions of the pulsation amplitude with ICP showed a significant disordinal interaction and the loss of a main effect of the Fourier sine coefficient (b(n1)) in the ICP(h) group, suggesting that this coefficient reflects the retinal vascular response to ICP wave. The linear mixed-effects model (LME) showed the decay in the venous (HRW(a-YJt)) was almost twice that in the retinal arteries (−0.067±0.002 compared to −0.028±0.0021 respectively, p<0.00001). The overall interaction models had a total explanatory power of (conditional R(2)) 38.7%, and 42% of which the fixed effects explained 8.8%, and 5.8% of the variance (marginal R(2)) for the venous and arterial models respectively. A comparison of the damping effect of V(Dist) and ICP showed that ICP had less influence on pulse decay than distance in the retinal arteries (β(ICP) = -0.21, se = ±0.017 compared to [Image: see text] , se = ±0.019), whereas the mean value was equal for the retinal veins (venous [Image: see text] , se = ±0.015, β(ICP) = -0.42, se = ±0.019). CONCLUSION: The retinal vascular pulsation characteristics in the ICP(h) group showed high retinal arterial and low venous pulsation amplitudes. Interactions between retinal vascular pulsation amplitude and ICP suggest that the Fourier sine coefficient b(n1) reflects the retinal vascular response to the ICP wave. Although a matrix of regression lines showed high linear characteristics, the low model explanatory power precludes its use as a predictor of ICP. These results may guide future predictive modelling in non-invasive estimation of ICP using modified photoplethysmography. |
format | Online Article Text |
id | pubmed-9239478 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-92394782022-06-29 Linear interactions between intraocular, intracranial pressure, and retinal vascular pulse amplitude in the fourier domain Abdul-Rahman, Anmar Morgan, William Jo Khoo, Ying Lind, Christopher Kermode, Allan Carroll, William Yu, Dao-Yi PLoS One Research Article PURPOSE: To compare the retinal vascular pulsatile characteristics in subjects with normal (ICP(n)) and high (ICP(h)) intracranial pressure and quantify the interactions between intraocular pressure, intracranial pressure, and retinal vascular pulse amplitude in the Fourier domain. MATERIALS AND METHODS: Twenty-one subjects were examined using modified photoplethysmography with simultaneous ophthalmodynamometry. A harmonic regression model was fitted to each pixel in the time-series, and used to quantify the retinal vascular pulse wave parameters including the harmonic regression wave amplitude (HRW(a)). The pulse wave attenuation was measured under different ranges of induced intraocular pressure (IOP(i)), as a function of distance along the vessel (V(Dist)). Intracranial pressure (ICP) was measured using lumbar puncture. A linear mixed-effects model was used to estimate the correlations between the Yeo-Johnson transformed harmonic regression wave amplitude (HRW(a-YJt)) with the predictors (IOP(i), V(Dist) and ICP). A comparison of the model coefficients was done by calculating the weighted Beta (β(x)) coefficients. RESULTS: The median HRW(a) in the ICP(n) group was higher in the retinal veins (4.563, interquartile range (IQR) = 3.656) compared to the retinal arteries (3.475, IQR = 2.458), p<0.0001. In contrast, the ICP(h) group demonstrated a reduction in the median venous HRW(a) (3.655, IQR = 3.223) and an elevation in the median arterial HRW(a) (3.616, IQR = 2.715), p<0.0001. Interactions of the pulsation amplitude with ICP showed a significant disordinal interaction and the loss of a main effect of the Fourier sine coefficient (b(n1)) in the ICP(h) group, suggesting that this coefficient reflects the retinal vascular response to ICP wave. The linear mixed-effects model (LME) showed the decay in the venous (HRW(a-YJt)) was almost twice that in the retinal arteries (−0.067±0.002 compared to −0.028±0.0021 respectively, p<0.00001). The overall interaction models had a total explanatory power of (conditional R(2)) 38.7%, and 42% of which the fixed effects explained 8.8%, and 5.8% of the variance (marginal R(2)) for the venous and arterial models respectively. A comparison of the damping effect of V(Dist) and ICP showed that ICP had less influence on pulse decay than distance in the retinal arteries (β(ICP) = -0.21, se = ±0.017 compared to [Image: see text] , se = ±0.019), whereas the mean value was equal for the retinal veins (venous [Image: see text] , se = ±0.015, β(ICP) = -0.42, se = ±0.019). CONCLUSION: The retinal vascular pulsation characteristics in the ICP(h) group showed high retinal arterial and low venous pulsation amplitudes. Interactions between retinal vascular pulsation amplitude and ICP suggest that the Fourier sine coefficient b(n1) reflects the retinal vascular response to the ICP wave. Although a matrix of regression lines showed high linear characteristics, the low model explanatory power precludes its use as a predictor of ICP. These results may guide future predictive modelling in non-invasive estimation of ICP using modified photoplethysmography. Public Library of Science 2022-06-28 /pmc/articles/PMC9239478/ /pubmed/35763528 http://dx.doi.org/10.1371/journal.pone.0270557 Text en © 2022 Abdul-Rahman et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Abdul-Rahman, Anmar Morgan, William Jo Khoo, Ying Lind, Christopher Kermode, Allan Carroll, William Yu, Dao-Yi Linear interactions between intraocular, intracranial pressure, and retinal vascular pulse amplitude in the fourier domain |
title | Linear interactions between intraocular, intracranial pressure, and retinal vascular pulse amplitude in the fourier domain |
title_full | Linear interactions between intraocular, intracranial pressure, and retinal vascular pulse amplitude in the fourier domain |
title_fullStr | Linear interactions between intraocular, intracranial pressure, and retinal vascular pulse amplitude in the fourier domain |
title_full_unstemmed | Linear interactions between intraocular, intracranial pressure, and retinal vascular pulse amplitude in the fourier domain |
title_short | Linear interactions between intraocular, intracranial pressure, and retinal vascular pulse amplitude in the fourier domain |
title_sort | linear interactions between intraocular, intracranial pressure, and retinal vascular pulse amplitude in the fourier domain |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9239478/ https://www.ncbi.nlm.nih.gov/pubmed/35763528 http://dx.doi.org/10.1371/journal.pone.0270557 |
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