INFRARED THERMAL IMAGING CONTROL OF RADIATION DERMATITIS DYNAMICS.

L Miroshnichenko, L Vasiliev, G Shustakova, E Gordiyenko, Yu Fomenko, I Dunaieva
{"title":"INFRARED THERMAL IMAGING CONTROL OF RADIATION DERMATITIS DYNAMICS.","authors":"L Miroshnichenko, L Vasiliev, G Shustakova, E Gordiyenko, Yu Fomenko, I Dunaieva","doi":"10.15407/exp-oncology.2023.04.493","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Radiation-induced dermatitis impairs the quality of life of cancer patients and may lead to the need of interrupting radiotherapy. The grade of dermatitis is subjectively assessed by the visual examination. There is an urgent need for both objective and quantitative methods for assessing the current grade of dermatitis and predicting its severity at an early stage of radiotherapy.</p><p><strong>Aim: </strong>The aim of the study was to evaluate the advantages and limitations of infrared thermography for monitoring the current level of radiation-induced dermatitis and predicting its severity by quantitative analysis of the thermal field dynamics in the irradiated zone.</p><p><strong>Materials and methods: </strong>30 adult patients were examined by infrared thermography during the course of 2D conventional radiotherapy for malignant tumors of various types and localizations. Our approach for quantifying the thermal field caused by dermatitis alone was applied. A statistical (correlation and ROC) analysis was performed.</p><p><strong>Results: </strong>Dermatitis of varying severity was observed in 100% of the patients studied. The dynamics in the intensity of the anomalous thermal fields in the irradiated zone correlated with the dynamics of dermatitis grades, excluding the case of a radiosensitive tumor (correlation coefficient 0.74÷0.84). It was found that the maximum toxicity (dermatitis grade ≥ 3) develops in patients who how significant hyperthermia in the area of interest (≥ 0.7 °C) at an early stage of radiotherapy. The ROC analysis demonstrated the \"good quality\" of the prognosis method (AUC = 0.871).</p><p><strong>Conclusions: </strong>The non-invasive and cheap infrared thermography is a suitable tool for objective quantitative monitoring the current dermatitis grade during radiotherapy as well as predicting its severity for any tumor location.</p>","PeriodicalId":94318,"journal":{"name":"Experimental oncology","volume":"45 4","pages":"493-503"},"PeriodicalIF":0.0000,"publicationDate":"2024-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Experimental oncology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15407/exp-oncology.2023.04.493","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Radiation-induced dermatitis impairs the quality of life of cancer patients and may lead to the need of interrupting radiotherapy. The grade of dermatitis is subjectively assessed by the visual examination. There is an urgent need for both objective and quantitative methods for assessing the current grade of dermatitis and predicting its severity at an early stage of radiotherapy.

Aim: The aim of the study was to evaluate the advantages and limitations of infrared thermography for monitoring the current level of radiation-induced dermatitis and predicting its severity by quantitative analysis of the thermal field dynamics in the irradiated zone.

Materials and methods: 30 adult patients were examined by infrared thermography during the course of 2D conventional radiotherapy for malignant tumors of various types and localizations. Our approach for quantifying the thermal field caused by dermatitis alone was applied. A statistical (correlation and ROC) analysis was performed.

Results: Dermatitis of varying severity was observed in 100% of the patients studied. The dynamics in the intensity of the anomalous thermal fields in the irradiated zone correlated with the dynamics of dermatitis grades, excluding the case of a radiosensitive tumor (correlation coefficient 0.74÷0.84). It was found that the maximum toxicity (dermatitis grade ≥ 3) develops in patients who how significant hyperthermia in the area of interest (≥ 0.7 °C) at an early stage of radiotherapy. The ROC analysis demonstrated the "good quality" of the prognosis method (AUC = 0.871).

Conclusions: The non-invasive and cheap infrared thermography is a suitable tool for objective quantitative monitoring the current dermatitis grade during radiotherapy as well as predicting its severity for any tumor location.

红外热成像控制辐射性皮炎的动态变化。
背景:放疗引起的皮炎会影响癌症患者的生活质量,并可能导致需要中断放疗。皮炎的等级是通过目测主观评估的。目的:本研究旨在评估红外热成像技术的优势和局限性,以监测辐射诱发皮炎的当前程度,并通过定量分析辐照区的热场动态来预测其严重程度。材料和方法:在对不同类型和部位的恶性肿瘤进行二维常规放射治疗期间,对 30 名成年患者进行了红外热成像检查。我们采用了单独量化皮炎引起的热场的方法。对结果进行了统计(相关性和 ROC)分析:研究结果:100% 的患者都出现了不同程度的皮炎。辐照区异常热场强度的动态变化与皮炎等级的动态变化相关,但放射敏感肿瘤除外(相关系数为 0.74÷0.84)。研究发现,在放疗的早期阶段,相关区域出现明显高热(≥ 0.7 °C)的患者毒性最大(皮炎等级≥ 3)。ROC分析表明该预后方法 "质量良好"(AUC = 0.871):结论:无创且廉价的红外热成像技术是客观定量监测放疗期间皮炎等级以及预测任何肿瘤部位皮炎严重程度的合适工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信