{"title":"非接触式红外热成像 (IRT) 对 2 型糖尿病诊断效用的多中心病例对照研究","authors":"Sanjeev Sinha, Anuj Ajayababu, Renuka Titiyal, Sushil Gupta, Hemant Bhargav, Sandeep Kumar, Kunal Sharma, Shivam Pandey, Ravinder Goswami","doi":"10.1007/s40009-023-01381-1","DOIUrl":null,"url":null,"abstract":"<div><p>While there is a renewed interest in the use of infrared imaging in the medical field owing to improvements in image acquisition and processing technologies, its utility in the diagnosis of diabetes mellitus on a large scale has not been adequately evaluated in previous studies. This was a multicenter, double-blind case–control trial across three centers in India which enrolled a total of 1095 adults in two groups—590 participants with diabetes and 505 healthy controls. The primary outcome was the difference in thermography readings between the two groups. The secondary outcomes included the correlation of thermography readings with HbA1C, considered the gold standard. The thermography readings at all seven sites were lower in people with diabetes as compared to the control group. However, this attained statistical significance across four sites—forehead (Δmean difference = 0·34, 95% CI [0·14–0·53], medial canthus of both eyes (Δmean difference = 0·48, 95% CI [0·31–0·66], pinna of both ears (Δmean difference = 0·53, 95% CI [0·28–0·73]) and palmar surface of both hands (Δmean difference = 0·28, 95% CI [0·02–0·53]). In addition, thermography readings showed a significant negative correlation with HbA1C values across these four sites, although the strength of the correlation was weak. This study sheds light on the utility of thermography for large-scale noninvasive diagnosis of diabetes mellitus. Future research should focus on large-scale community screening of early asymptomatic disease as well as micro- and macrovascular complications to define its exact role in the overall disease management pathway.</p></div>","PeriodicalId":717,"journal":{"name":"National Academy Science Letters","volume":"47 5","pages":"561 - 569"},"PeriodicalIF":1.2000,"publicationDate":"2024-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Multicentric Case–Control Study for Diagnostic Utility of Non-contact Infrared Thermography (IRT) in Type 2 Diabetes\",\"authors\":\"Sanjeev Sinha, Anuj Ajayababu, Renuka Titiyal, Sushil Gupta, Hemant Bhargav, Sandeep Kumar, Kunal Sharma, Shivam Pandey, Ravinder Goswami\",\"doi\":\"10.1007/s40009-023-01381-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>While there is a renewed interest in the use of infrared imaging in the medical field owing to improvements in image acquisition and processing technologies, its utility in the diagnosis of diabetes mellitus on a large scale has not been adequately evaluated in previous studies. This was a multicenter, double-blind case–control trial across three centers in India which enrolled a total of 1095 adults in two groups—590 participants with diabetes and 505 healthy controls. The primary outcome was the difference in thermography readings between the two groups. The secondary outcomes included the correlation of thermography readings with HbA1C, considered the gold standard. The thermography readings at all seven sites were lower in people with diabetes as compared to the control group. However, this attained statistical significance across four sites—forehead (Δmean difference = 0·34, 95% CI [0·14–0·53], medial canthus of both eyes (Δmean difference = 0·48, 95% CI [0·31–0·66], pinna of both ears (Δmean difference = 0·53, 95% CI [0·28–0·73]) and palmar surface of both hands (Δmean difference = 0·28, 95% CI [0·02–0·53]). In addition, thermography readings showed a significant negative correlation with HbA1C values across these four sites, although the strength of the correlation was weak. This study sheds light on the utility of thermography for large-scale noninvasive diagnosis of diabetes mellitus. Future research should focus on large-scale community screening of early asymptomatic disease as well as micro- and macrovascular complications to define its exact role in the overall disease management pathway.</p></div>\",\"PeriodicalId\":717,\"journal\":{\"name\":\"National Academy Science Letters\",\"volume\":\"47 5\",\"pages\":\"561 - 569\"},\"PeriodicalIF\":1.2000,\"publicationDate\":\"2024-01-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"National Academy Science Letters\",\"FirstCategoryId\":\"4\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s40009-023-01381-1\",\"RegionNum\":4,\"RegionCategory\":\"综合性期刊\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"MULTIDISCIPLINARY SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"National Academy Science Letters","FirstCategoryId":"4","ListUrlMain":"https://link.springer.com/article/10.1007/s40009-023-01381-1","RegionNum":4,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0
摘要
由于图像采集和处理技术的进步,人们对红外成像技术在医疗领域的应用重新产生了兴趣,但以往的研究并未对其在糖尿病诊断中的大规模应用进行充分评估。这是一项跨印度三个中心的多中心双盲病例对照试验,共招募了 1095 名成年人,分为两组--590 名糖尿病患者和 505 名健康对照组。主要结果是两组之间热成像读数的差异。次要结果包括热成像读数与被视为黄金标准的 HbA1C 的相关性。与对照组相比,糖尿病患者在所有七个部位的热成像读数都较低。不过,这在四个部位具有统计学意义:前额(Δ平均差 = 0-34,95% CI [0-14-0-53])、双眼内侧眦(Δ平均差 = 0-48,95% CI [0-31-0-66])、双耳耳廓(Δ平均差 = 0-53,95% CI [0-28-0-73])和双手掌面(Δ平均差 = 0-28,95% CI [0-02-0-53])。此外,热成像读数与这四个部位的 HbA1C 值呈显著负相关,但相关性较弱。这项研究揭示了热成像技术在大规模无创糖尿病诊断中的实用性。未来的研究应侧重于对早期无症状疾病以及微血管和大血管并发症进行大规模社区筛查,以确定其在整个疾病管理过程中的确切作用。
A Multicentric Case–Control Study for Diagnostic Utility of Non-contact Infrared Thermography (IRT) in Type 2 Diabetes
While there is a renewed interest in the use of infrared imaging in the medical field owing to improvements in image acquisition and processing technologies, its utility in the diagnosis of diabetes mellitus on a large scale has not been adequately evaluated in previous studies. This was a multicenter, double-blind case–control trial across three centers in India which enrolled a total of 1095 adults in two groups—590 participants with diabetes and 505 healthy controls. The primary outcome was the difference in thermography readings between the two groups. The secondary outcomes included the correlation of thermography readings with HbA1C, considered the gold standard. The thermography readings at all seven sites were lower in people with diabetes as compared to the control group. However, this attained statistical significance across four sites—forehead (Δmean difference = 0·34, 95% CI [0·14–0·53], medial canthus of both eyes (Δmean difference = 0·48, 95% CI [0·31–0·66], pinna of both ears (Δmean difference = 0·53, 95% CI [0·28–0·73]) and palmar surface of both hands (Δmean difference = 0·28, 95% CI [0·02–0·53]). In addition, thermography readings showed a significant negative correlation with HbA1C values across these four sites, although the strength of the correlation was weak. This study sheds light on the utility of thermography for large-scale noninvasive diagnosis of diabetes mellitus. Future research should focus on large-scale community screening of early asymptomatic disease as well as micro- and macrovascular complications to define its exact role in the overall disease management pathway.
期刊介绍:
The National Academy Science Letters is published by the National Academy of Sciences, India, since 1978. The publication of this unique journal was started with a view to give quick and wide publicity to the innovations in all fields of science