Cargando…

Hyperspectral imaging in systemic sclerosis-associated Raynaud phenomenon

BACKGROUND/PURPOSE: Lack of robust, feasible, and quantitative outcomes impedes Raynaud phenomenon (RP) clinical trials in systemic sclerosis (SSc) patients. Hyperspectral imaging (HSI) non-invasively measures oxygenated and deoxygenated hemoglobin (oxyHb and deoxyHb) concentrations and oxygen satur...

Descripción completa

Detalles Bibliográficos
Autores principales: Teaw, Shannon, Gupta, Akash, Williams, Alyssa, Wilson, F. Perry, Sumpio, Brandon J., Sumpio, Bauer E., Hinchcliff, Monique
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9854186/
https://www.ncbi.nlm.nih.gov/pubmed/36670487
http://dx.doi.org/10.1186/s13075-023-02990-3
_version_ 1784873062388203520
author Teaw, Shannon
Gupta, Akash
Williams, Alyssa
Wilson, F. Perry
Sumpio, Brandon J.
Sumpio, Bauer E.
Hinchcliff, Monique
author_facet Teaw, Shannon
Gupta, Akash
Williams, Alyssa
Wilson, F. Perry
Sumpio, Brandon J.
Sumpio, Bauer E.
Hinchcliff, Monique
author_sort Teaw, Shannon
collection PubMed
description BACKGROUND/PURPOSE: Lack of robust, feasible, and quantitative outcomes impedes Raynaud phenomenon (RP) clinical trials in systemic sclerosis (SSc) patients. Hyperspectral imaging (HSI) non-invasively measures oxygenated and deoxygenated hemoglobin (oxyHb and deoxyHb) concentrations and oxygen saturation (O(2) sat) in the skin and depicts data as oxygenation heatmaps. This study explored the potential role of HSI in quantifying SSc-RP disease severity and activity. METHODS: Patients with SSc-RP (n = 13) and healthy control participants (HC; n = 12) were prospectively recruited in the clinic setting. Using a hand-held camera, bilateral hand HSI (HyperMed™, Waltham, MA) was performed in a temperature-controlled room (22 °C). OxyHb, deoxyHb, and O(2) sat values were calculated for 78-mm(2) regions of interest for the ventral fingertips and palm (for normalization). Subjects underwent a cold provocation challenge (gloved hand submersion in 15 °C water bath for 1 min), and repeated HSI was performed at 0, 10, and 20 min. Patients completed two patient-reported outcome (PRO) instruments: the Raynaud Condition Score (RCS) and the Cochin Hand Function Scale (CHFS) for symptom burden assessment. Statistical analyses were performed using the Mann-Whitney U test and a mixed effects model (Stata, College Station, TX). RESULTS: Ninety-two percent of participants were women in their 40s. For SSc-RP patients, 69% had limited cutaneous SSc, the mean ± SD SSc duration was 11 ± 5 years, and 38% had prior digital ulcers—none currently. Baseline deoxyHb was higher, and O(2) sat was lower, in SSc patients versus HC (p < 0.05). SSc patients had a greater decline in oxyHb and O(2) sat from baseline to time 0 (after cold challenge) with distinct rewarming oxyHb, O(2) sat, and deoxyHb trajectories versus HCs (p < 0.01). There were no significant correlations between oxyHb, deoxyHb, and O(2) sat level changes following cold challenge and RCS or CHFS scores. CONCLUSION: Hyperspectral imaging is a feasible approach for SSc-RP quantification in the clinic setting. The RCS and CHFS values did not correlate with HSI parameters. Our data suggest that HSI technology for the assessment of SSc-RP at baseline and in response to cold provocation is a potential quantitative measure for SSc-RP severity and activity, though longitudinal studies that assess sensitivity to change are needed.
format Online
Article
Text
id pubmed-9854186
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-98541862023-01-21 Hyperspectral imaging in systemic sclerosis-associated Raynaud phenomenon Teaw, Shannon Gupta, Akash Williams, Alyssa Wilson, F. Perry Sumpio, Brandon J. Sumpio, Bauer E. Hinchcliff, Monique Arthritis Res Ther Research BACKGROUND/PURPOSE: Lack of robust, feasible, and quantitative outcomes impedes Raynaud phenomenon (RP) clinical trials in systemic sclerosis (SSc) patients. Hyperspectral imaging (HSI) non-invasively measures oxygenated and deoxygenated hemoglobin (oxyHb and deoxyHb) concentrations and oxygen saturation (O(2) sat) in the skin and depicts data as oxygenation heatmaps. This study explored the potential role of HSI in quantifying SSc-RP disease severity and activity. METHODS: Patients with SSc-RP (n = 13) and healthy control participants (HC; n = 12) were prospectively recruited in the clinic setting. Using a hand-held camera, bilateral hand HSI (HyperMed™, Waltham, MA) was performed in a temperature-controlled room (22 °C). OxyHb, deoxyHb, and O(2) sat values were calculated for 78-mm(2) regions of interest for the ventral fingertips and palm (for normalization). Subjects underwent a cold provocation challenge (gloved hand submersion in 15 °C water bath for 1 min), and repeated HSI was performed at 0, 10, and 20 min. Patients completed two patient-reported outcome (PRO) instruments: the Raynaud Condition Score (RCS) and the Cochin Hand Function Scale (CHFS) for symptom burden assessment. Statistical analyses were performed using the Mann-Whitney U test and a mixed effects model (Stata, College Station, TX). RESULTS: Ninety-two percent of participants were women in their 40s. For SSc-RP patients, 69% had limited cutaneous SSc, the mean ± SD SSc duration was 11 ± 5 years, and 38% had prior digital ulcers—none currently. Baseline deoxyHb was higher, and O(2) sat was lower, in SSc patients versus HC (p < 0.05). SSc patients had a greater decline in oxyHb and O(2) sat from baseline to time 0 (after cold challenge) with distinct rewarming oxyHb, O(2) sat, and deoxyHb trajectories versus HCs (p < 0.01). There were no significant correlations between oxyHb, deoxyHb, and O(2) sat level changes following cold challenge and RCS or CHFS scores. CONCLUSION: Hyperspectral imaging is a feasible approach for SSc-RP quantification in the clinic setting. The RCS and CHFS values did not correlate with HSI parameters. Our data suggest that HSI technology for the assessment of SSc-RP at baseline and in response to cold provocation is a potential quantitative measure for SSc-RP severity and activity, though longitudinal studies that assess sensitivity to change are needed. BioMed Central 2023-01-20 2023 /pmc/articles/PMC9854186/ /pubmed/36670487 http://dx.doi.org/10.1186/s13075-023-02990-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Teaw, Shannon
Gupta, Akash
Williams, Alyssa
Wilson, F. Perry
Sumpio, Brandon J.
Sumpio, Bauer E.
Hinchcliff, Monique
Hyperspectral imaging in systemic sclerosis-associated Raynaud phenomenon
title Hyperspectral imaging in systemic sclerosis-associated Raynaud phenomenon
title_full Hyperspectral imaging in systemic sclerosis-associated Raynaud phenomenon
title_fullStr Hyperspectral imaging in systemic sclerosis-associated Raynaud phenomenon
title_full_unstemmed Hyperspectral imaging in systemic sclerosis-associated Raynaud phenomenon
title_short Hyperspectral imaging in systemic sclerosis-associated Raynaud phenomenon
title_sort hyperspectral imaging in systemic sclerosis-associated raynaud phenomenon
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9854186/
https://www.ncbi.nlm.nih.gov/pubmed/36670487
http://dx.doi.org/10.1186/s13075-023-02990-3
work_keys_str_mv AT teawshannon hyperspectralimaginginsystemicsclerosisassociatedraynaudphenomenon
AT guptaakash hyperspectralimaginginsystemicsclerosisassociatedraynaudphenomenon
AT williamsalyssa hyperspectralimaginginsystemicsclerosisassociatedraynaudphenomenon
AT wilsonfperry hyperspectralimaginginsystemicsclerosisassociatedraynaudphenomenon
AT sumpiobrandonj hyperspectralimaginginsystemicsclerosisassociatedraynaudphenomenon
AT sumpiobauere hyperspectralimaginginsystemicsclerosisassociatedraynaudphenomenon
AT hinchcliffmonique hyperspectralimaginginsystemicsclerosisassociatedraynaudphenomenon