Milenko Caranovic, Julius Kempf, Yi Li, Adrian P Regensburger, Josefine S Günther, Anna P Träger, Werner Lang, Alexander Meyer, Alexandra L Wagner, Joachim Woelfle, Roman Raming, Lars-Philip Paulus, Adrian Buehler, Wolfgang Uter, Michael Uder, Christian-Alexander Behrendt, Markus F Neurath, Maximilian J Waldner, Ferdinand Knieling, Ulrich Rother
{"title":"一种用于间歇性跛行患者检测的非侵入性光声成像生物标志物的推导和验证。","authors":"Milenko Caranovic, Julius Kempf, Yi Li, Adrian P Regensburger, Josefine S Günther, Anna P Träger, Werner Lang, Alexander Meyer, Alexandra L Wagner, Joachim Woelfle, Roman Raming, Lars-Philip Paulus, Adrian Buehler, Wolfgang Uter, Michael Uder, Christian-Alexander Behrendt, Markus F Neurath, Maximilian J Waldner, Ferdinand Knieling, Ulrich Rother","doi":"10.1038/s43856-025-00801-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Peripheral arterial disease (PAD) affects more than 200 million people worldwide, with symptoms ranging from none to severe. Despite these different diagnostic options, patients with unclear leg pain remain challenging to diagnose. The primary objective of this study was to evaluate whether multispectral optoacoustic tomography (MSOT) can discriminate between healthy volunteers (HV) and patients with intermittent claudication (IC) by assessing hemoglobin-related biomarkers in calf muscle tissue.</p><p><strong>Method: </strong>In this monocentric, cross-sectional, observational diagnostic trial (NCT05373927) n = 102 patients were included in two independent derivation (DC, n = 51) and validation cohorts (VC, n = 51). MSOT was performed before and after standardized heel raise provocation and was compared to standardized PAD diagnostics including pulse palpation, ankle brachial index (ABI), duplex sonography, 6-minute walk test (6MWT), assessment of health-related quality of life (VASCUQOL-6), and angiography (aggregated TransAtlantic Inter-Society Consensus classification, aTASC).</p><p><strong>Results: </strong>Here we show that MSOT is capable of differentiating IC and HV with an area under the receiver operator characteristics curve (AUROC) in DC by 0.99 (sensitivity: 100%, specificity: 95.8%) and in the VC by 0.95 (sensitivity: 96.2%, specificity: 96.0%). MSOT-derived oxygenation positively correlates with the ABI post-exercise (R = 0.83, P = 2.31 × 10<sup>-26</sup>), the absolute walking distance in the 6MWT (R = 0.77, P = 3.40 × 10<sup>-21</sup>), the VASCUQOL-6 (R = 0.79, P = 4.82 × 10<sup>-23</sup>) and negatively with aTASC classification (R = -0.80, P = 2.92 × 10<sup>-24</sup>).</p><p><strong>Conclusions: </strong>Post-exercise MSOT-derived saturation in the calf muscle is validated as a non-invasive imaging biomarker to distinguish HV and IC patients yielding high sensitivity and specificity.</p>","PeriodicalId":72646,"journal":{"name":"Communications medicine","volume":"5 1","pages":"88"},"PeriodicalIF":5.4000,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11937270/pdf/","citationCount":"0","resultStr":"{\"title\":\"Derivation and validation of a non-invasive optoacoustic imaging biomarker for detection of patients with intermittent claudication.\",\"authors\":\"Milenko Caranovic, Julius Kempf, Yi Li, Adrian P Regensburger, Josefine S Günther, Anna P Träger, Werner Lang, Alexander Meyer, Alexandra L Wagner, Joachim Woelfle, Roman Raming, Lars-Philip Paulus, Adrian Buehler, Wolfgang Uter, Michael Uder, Christian-Alexander Behrendt, Markus F Neurath, Maximilian J Waldner, Ferdinand Knieling, Ulrich Rother\",\"doi\":\"10.1038/s43856-025-00801-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Peripheral arterial disease (PAD) affects more than 200 million people worldwide, with symptoms ranging from none to severe. Despite these different diagnostic options, patients with unclear leg pain remain challenging to diagnose. The primary objective of this study was to evaluate whether multispectral optoacoustic tomography (MSOT) can discriminate between healthy volunteers (HV) and patients with intermittent claudication (IC) by assessing hemoglobin-related biomarkers in calf muscle tissue.</p><p><strong>Method: </strong>In this monocentric, cross-sectional, observational diagnostic trial (NCT05373927) n = 102 patients were included in two independent derivation (DC, n = 51) and validation cohorts (VC, n = 51). MSOT was performed before and after standardized heel raise provocation and was compared to standardized PAD diagnostics including pulse palpation, ankle brachial index (ABI), duplex sonography, 6-minute walk test (6MWT), assessment of health-related quality of life (VASCUQOL-6), and angiography (aggregated TransAtlantic Inter-Society Consensus classification, aTASC).</p><p><strong>Results: </strong>Here we show that MSOT is capable of differentiating IC and HV with an area under the receiver operator characteristics curve (AUROC) in DC by 0.99 (sensitivity: 100%, specificity: 95.8%) and in the VC by 0.95 (sensitivity: 96.2%, specificity: 96.0%). MSOT-derived oxygenation positively correlates with the ABI post-exercise (R = 0.83, P = 2.31 × 10<sup>-26</sup>), the absolute walking distance in the 6MWT (R = 0.77, P = 3.40 × 10<sup>-21</sup>), the VASCUQOL-6 (R = 0.79, P = 4.82 × 10<sup>-23</sup>) and negatively with aTASC classification (R = -0.80, P = 2.92 × 10<sup>-24</sup>).</p><p><strong>Conclusions: </strong>Post-exercise MSOT-derived saturation in the calf muscle is validated as a non-invasive imaging biomarker to distinguish HV and IC patients yielding high sensitivity and specificity.</p>\",\"PeriodicalId\":72646,\"journal\":{\"name\":\"Communications medicine\",\"volume\":\"5 1\",\"pages\":\"88\"},\"PeriodicalIF\":5.4000,\"publicationDate\":\"2025-03-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11937270/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Communications medicine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1038/s43856-025-00801-1\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MEDICINE, RESEARCH & EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Communications medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1038/s43856-025-00801-1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
引用次数: 0
摘要
背景:外周动脉疾病(PAD)影响全球超过2亿人,症状从无到严重不等。尽管有这些不同的诊断选择,但诊断不明确的腿部疼痛患者仍然具有挑战性。本研究的主要目的是评估多光谱光声断层扫描(MSOT)是否可以通过评估小腿肌肉组织中的血红蛋白相关生物标志物来区分健康志愿者(HV)和间歇性跛行患者(IC)。方法:在这项单中心、横断面、观察性诊断试验(NCT05373927)中,n = 102例患者被纳入两个独立的推导(DC, n = 51)和验证队列(VC, n = 51)。MSOT在标准化足跟抬高刺激前后进行,并与标准化PAD诊断进行比较,包括脉诊、踝肱指数(ABI)、双超声、6分钟步行试验(6MWT)、健康相关生活质量评估(VASCUQOL-6)和血管造影(跨大西洋社会共识分类,aTASC)。结果:我们发现MSOT能够区分IC和HV,其在DC中的接收算子特征曲线下面积(AUROC)为0.99(灵敏度:100%,特异性:95.8%),在VC中为0.95(灵敏度:96.2%,特异性:96.0%)。msot衍生氧合与运动后ABI (R = 0.83, P = 2.31 × 10-26)、6MWT绝对步行距离(R = 0.77, P = 3.40 × 10-21)、VASCUQOL-6 (R = 0.79, P = 4.82 × 10-23)呈正相关,与aTASC分级呈负相关(R = -0.80, P = 2.92 × 10-24)。结论:运动后小腿肌肉中msot来源的饱和度被证实是一种非侵入性成像生物标志物,可用于区分HV和IC患者,具有高灵敏度和特异性。
Derivation and validation of a non-invasive optoacoustic imaging biomarker for detection of patients with intermittent claudication.
Background: Peripheral arterial disease (PAD) affects more than 200 million people worldwide, with symptoms ranging from none to severe. Despite these different diagnostic options, patients with unclear leg pain remain challenging to diagnose. The primary objective of this study was to evaluate whether multispectral optoacoustic tomography (MSOT) can discriminate between healthy volunteers (HV) and patients with intermittent claudication (IC) by assessing hemoglobin-related biomarkers in calf muscle tissue.
Method: In this monocentric, cross-sectional, observational diagnostic trial (NCT05373927) n = 102 patients were included in two independent derivation (DC, n = 51) and validation cohorts (VC, n = 51). MSOT was performed before and after standardized heel raise provocation and was compared to standardized PAD diagnostics including pulse palpation, ankle brachial index (ABI), duplex sonography, 6-minute walk test (6MWT), assessment of health-related quality of life (VASCUQOL-6), and angiography (aggregated TransAtlantic Inter-Society Consensus classification, aTASC).
Results: Here we show that MSOT is capable of differentiating IC and HV with an area under the receiver operator characteristics curve (AUROC) in DC by 0.99 (sensitivity: 100%, specificity: 95.8%) and in the VC by 0.95 (sensitivity: 96.2%, specificity: 96.0%). MSOT-derived oxygenation positively correlates with the ABI post-exercise (R = 0.83, P = 2.31 × 10-26), the absolute walking distance in the 6MWT (R = 0.77, P = 3.40 × 10-21), the VASCUQOL-6 (R = 0.79, P = 4.82 × 10-23) and negatively with aTASC classification (R = -0.80, P = 2.92 × 10-24).
Conclusions: Post-exercise MSOT-derived saturation in the calf muscle is validated as a non-invasive imaging biomarker to distinguish HV and IC patients yielding high sensitivity and specificity.