Division of Gastroenterology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA.
Department of Bioengineering, University of Washington, Seattle, Washington, USA.
Endoscopy. 2022 Dec;54(12):1198-1204. doi: 10.1055/a-1801-2406. Epub 2022 Mar 17.
Esophageal adenocarcinoma (EAC) is a molecularly heterogeneous disease with poor prognosis that is rising rapidly in incidence. We aimed to demonstrate specific binding by a peptide heterodimer to Barrett's neoplasia in human subjects.
Peptide monomers specific for EGFR and ErbB2 were arranged in a heterodimer configuration and labeled with IRDye800. This near-infrared (NIR) contrast agent was topically administered to patients with Barrett's esophagus (BE) undergoing either endoscopic therapy or surveillance. Fluorescence images were collected using a flexible fiber accessory passed through the instrument channel of an upper gastrointestinal endoscope. Fluorescence images were collected from 31 BE patients. A deep learning model was used to segment the target (T) and background (B) regions.
The mean target-to-background (T/B) ratio was significantly greater for high grade dysplasia (HGD) and EAC versus BE, low grade dysplasia (LGD), and squamous epithelium. At a T/B ratio of 1.5, sensitivity and specificity of 94.1 % and 92.6 %, respectively, were achieved for the detection of Barrett's neoplasia with an area under the curve of 0.95. No adverse events attributed to the heterodimer were found. EGFR and ErbB2 expression were validated in the resected specimens.
This "first-in-human" clinical study demonstrates the feasibility of detection of early Barrett's neoplasia using a NIR-labeled peptide heterodimer.
食管腺癌(EAC)是一种分子异质性疾病,预后差,发病率迅速上升。我们旨在证明一种肽杂二聚体在人体中对 Barrett 肿瘤的特异性结合。
针对 EGFR 和 ErbB2 的肽单体以杂二聚体的形式排列,并标记为 IRDye800。这种近红外(NIR)对比剂被局部应用于接受内镜治疗或监测的 Barrett 食管(BE)患者。荧光图像通过通过上消化道内窥镜的仪器通道的柔性纤维附件收集。从 31 名 BE 患者中收集荧光图像。使用深度学习模型对目标(T)和背景(B)区域进行分割。
高级别异型增生(HGD)和 EAC 与 BE、低级别异型增生(LGD)和鳞状上皮相比,平均靶标与背景(T/B)比值显著更高。当 T/B 比值为 1.5 时,对 Barrett 肿瘤的检测灵敏度和特异性分别为 94.1%和 92.6%,曲线下面积为 0.95。未发现与杂二聚体相关的不良事件。在切除的标本中验证了 EGFR 和 ErbB2 的表达。
这项“首次人体”临床研究证明了使用近红外标记的肽杂二聚体检测早期 Barrett 肿瘤的可行性。