Hyperspectral Imaging as an Early Biomarker for Radiation Exposure and Microcirculatory Damage

BACKGROUND: Radiation exposure can lead to detrimental effects in skin microcirculation. The precise relationship between radiation dose received and its effect on cutaneous perfusion still remains controversial. Previously, we have shown that hyperspectral imaging (HSI) is able to demonstrate long...

Full description

Bibliographic Details
Main Authors: Michael S. Chin, Brian B. Freniere, Luca eLancerotto, Jorge R. Lujan-Hernandez, Jonathan H. Saleeby, Yuan Chyuan Lo, Dennis P. Orgill, Janice F. Lalikos, Thomas J. Fitzgerald
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-10-01
Series:Frontiers in Oncology
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fonc.2015.00232/full
id doaj-aa83965f1d9e496da926be8016a64c45
record_format Article
spelling doaj-aa83965f1d9e496da926be8016a64c452020-11-25T00:29:54ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2015-10-01510.3389/fonc.2015.00232163338Hyperspectral Imaging as an Early Biomarker for Radiation Exposure and Microcirculatory DamageMichael S. Chin0Brian B. Freniere1Luca eLancerotto2Jorge R. Lujan-Hernandez3Jonathan H. Saleeby4Yuan Chyuan Lo5Dennis P. Orgill6Janice F. Lalikos7Thomas J. Fitzgerald8University of Massachusetts Medical SchoolBrigham and Women's HospitalBrigham and Women's HospitalUniversity of Massachusetts Medical SchoolUniversity of Massachusetts Medical SchoolUniversity of Massachusetts Medical SchoolBrigham and Women's HospitalUniversity of Massachusetts Medical SchoolUniversity of Massachusetts Medical SchoolBACKGROUND: Radiation exposure can lead to detrimental effects in skin microcirculation. The precise relationship between radiation dose received and its effect on cutaneous perfusion still remains controversial. Previously, we have shown that hyperspectral imaging (HSI) is able to demonstrate long-term reductions in cutaneous perfusion secondary to chronic microvascular injury. This study characterizes the changes in skin microcirculation in response to varying doses of ionizing radiation and investigates these microcirculatory changes as a possible early non-invasive biomarker that may correlate with the extent of long-term microvascular damage.METHODS: Immunocompetent hairless mice (n=66) were exposed to single fractions of superficial beta-irradiation in doses of 0, 5, 10, 20, 35, or 50 Gy. A HSI device was utilized to measure deoxygenated hemoglobin levels in irradiated and control areas. HSI measurements were performed at baseline before radiation exposure and for the first three days post-irradiation. Maximum macroscopic skin reactions were graded, and histological assessment of cutaneous microvascular densities at four weeks post-irradiation was performed in harvested tissue by CD31 immunohistochemistry.RESULTS: CD31 immunohistochemistry demonstrated a significant correlation (r=0.90, p<0.0001) between dose and vessel density reduction at four weeks. Using HSI analysis, early changes in deoxygenated hemoglobin levels were observed during the first three days post-irradiation in all groups. These deoxygenated hemoglobin changes varied proportionally with dose (r=0.98, p<0.0001) and skin reactions (r=0.98, p<0.0001). There was a highly significant correlation (r= 0.91, p<0.0001) between these early changes in deoxygenated hemoglobin and late vascular injury severity assessed at the end of four weeks.CONCLUSIONS: Radiation dose is directly correlated with cutaneous microvascular injury severity at four weeks in our model. Early post-exposure measurement of cutaneous deoxygenated hemoglobin levels may be a useful biomarker for radiation dose reconstruction and predictor for chronic microvascular injury.http://journal.frontiersin.org/Journal/10.3389/fonc.2015.00232/fullPerfusion ImagingRadiation DosageRadiation Effectshyperspectral imagingRadiation exposurediffuse reflectance imaging
collection DOAJ
language English
format Article
sources DOAJ
author Michael S. Chin
Brian B. Freniere
Luca eLancerotto
Jorge R. Lujan-Hernandez
Jonathan H. Saleeby
Yuan Chyuan Lo
Dennis P. Orgill
Janice F. Lalikos
Thomas J. Fitzgerald
spellingShingle Michael S. Chin
Brian B. Freniere
Luca eLancerotto
Jorge R. Lujan-Hernandez
Jonathan H. Saleeby
Yuan Chyuan Lo
Dennis P. Orgill
Janice F. Lalikos
Thomas J. Fitzgerald
Hyperspectral Imaging as an Early Biomarker for Radiation Exposure and Microcirculatory Damage
Frontiers in Oncology
Perfusion Imaging
Radiation Dosage
Radiation Effects
hyperspectral imaging
Radiation exposure
diffuse reflectance imaging
author_facet Michael S. Chin
Brian B. Freniere
Luca eLancerotto
Jorge R. Lujan-Hernandez
Jonathan H. Saleeby
Yuan Chyuan Lo
Dennis P. Orgill
Janice F. Lalikos
Thomas J. Fitzgerald
author_sort Michael S. Chin
title Hyperspectral Imaging as an Early Biomarker for Radiation Exposure and Microcirculatory Damage
title_short Hyperspectral Imaging as an Early Biomarker for Radiation Exposure and Microcirculatory Damage
title_full Hyperspectral Imaging as an Early Biomarker for Radiation Exposure and Microcirculatory Damage
title_fullStr Hyperspectral Imaging as an Early Biomarker for Radiation Exposure and Microcirculatory Damage
title_full_unstemmed Hyperspectral Imaging as an Early Biomarker for Radiation Exposure and Microcirculatory Damage
title_sort hyperspectral imaging as an early biomarker for radiation exposure and microcirculatory damage
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2015-10-01
description BACKGROUND: Radiation exposure can lead to detrimental effects in skin microcirculation. The precise relationship between radiation dose received and its effect on cutaneous perfusion still remains controversial. Previously, we have shown that hyperspectral imaging (HSI) is able to demonstrate long-term reductions in cutaneous perfusion secondary to chronic microvascular injury. This study characterizes the changes in skin microcirculation in response to varying doses of ionizing radiation and investigates these microcirculatory changes as a possible early non-invasive biomarker that may correlate with the extent of long-term microvascular damage.METHODS: Immunocompetent hairless mice (n=66) were exposed to single fractions of superficial beta-irradiation in doses of 0, 5, 10, 20, 35, or 50 Gy. A HSI device was utilized to measure deoxygenated hemoglobin levels in irradiated and control areas. HSI measurements were performed at baseline before radiation exposure and for the first three days post-irradiation. Maximum macroscopic skin reactions were graded, and histological assessment of cutaneous microvascular densities at four weeks post-irradiation was performed in harvested tissue by CD31 immunohistochemistry.RESULTS: CD31 immunohistochemistry demonstrated a significant correlation (r=0.90, p<0.0001) between dose and vessel density reduction at four weeks. Using HSI analysis, early changes in deoxygenated hemoglobin levels were observed during the first three days post-irradiation in all groups. These deoxygenated hemoglobin changes varied proportionally with dose (r=0.98, p<0.0001) and skin reactions (r=0.98, p<0.0001). There was a highly significant correlation (r= 0.91, p<0.0001) between these early changes in deoxygenated hemoglobin and late vascular injury severity assessed at the end of four weeks.CONCLUSIONS: Radiation dose is directly correlated with cutaneous microvascular injury severity at four weeks in our model. Early post-exposure measurement of cutaneous deoxygenated hemoglobin levels may be a useful biomarker for radiation dose reconstruction and predictor for chronic microvascular injury.
topic Perfusion Imaging
Radiation Dosage
Radiation Effects
hyperspectral imaging
Radiation exposure
diffuse reflectance imaging
url http://journal.frontiersin.org/Journal/10.3389/fonc.2015.00232/full
work_keys_str_mv AT michaelschin hyperspectralimagingasanearlybiomarkerforradiationexposureandmicrocirculatorydamage
AT brianbfreniere hyperspectralimagingasanearlybiomarkerforradiationexposureandmicrocirculatorydamage
AT lucaelancerotto hyperspectralimagingasanearlybiomarkerforradiationexposureandmicrocirculatorydamage
AT jorgerlujanhernandez hyperspectralimagingasanearlybiomarkerforradiationexposureandmicrocirculatorydamage
AT jonathanhsaleeby hyperspectralimagingasanearlybiomarkerforradiationexposureandmicrocirculatorydamage
AT yuanchyuanlo hyperspectralimagingasanearlybiomarkerforradiationexposureandmicrocirculatorydamage
AT dennisporgill hyperspectralimagingasanearlybiomarkerforradiationexposureandmicrocirculatorydamage
AT janiceflalikos hyperspectralimagingasanearlybiomarkerforradiationexposureandmicrocirculatorydamage
AT thomasjfitzgerald hyperspectralimagingasanearlybiomarkerforradiationexposureandmicrocirculatorydamage
_version_ 1725329139506872320