Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA.
Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA.
Theranostics. 2024 Sep 9;14(15):5745-5761. doi: 10.7150/thno.100116. eCollection 2024.
Pancreatic ductal adenocarcinoma (PDAC) is an invasive and rapidly progressive malignancy. A major challenge in patient management is the lack of a reliable imaging tool to monitor tumor response to treatment. Tumor-associated fibrosis characterized by high type I collagen is a hallmark of PDAC, and fibrosis further increases in response to neoadjuvant chemoradiotherapy (CRT). We hypothesized that molecular positron emission tomography (PET) using a type I collagen-specific imaging probe, Ga-CBP8 can detect and measure changes in tumor fibrosis in response to standard treatment in mouse models and patients with PDAC. We evaluated the specificity of Ga-CBP8 PET to tumor collagen and its ability to differentiate responders from non-responders based on the dynamic changes of fibrosis in nude mouse models of human PDAC including FOLFIRNOX-sensitive (PANC-1 and PDAC6) and FOLFIRINOX-resistant (SU.86.86). Next, we demonstrated the specificity and sensitivity of Ga-CBP8 to the deposited collagen in resected human PDAC and pancreas tissues. Eight male participant (49-65 y) with newly diagnosed PDAC underwent dynamic Ga-CBP8 PET/MRI, and five underwent follow up Ga-CBP8 PET/MRI after completing standard CRT. PET parameters were correlated with tumor collagen content and markers of response on histology. Ga-CBP8 showed specific binding to PDAC compared to non-binding Ga-CNBP probe in two mouse models of PDAC using PET imaging and to resected human PDAC using autoradiography (P < 0.05 for all comparisons). Ga-CBP8 PET showed 2-fold higher tumor signal in mouse models following FOLFIRINOX treatment in PANC-1 and PDAC6 models (P < 0.01), but no significant increase after treatment in FOLFIRINOX resistant SU.86.86 model. Ga-CBP8 binding to resected human PDAC was significantly higher (P < 0.0001) in treated versus untreated tissue. PET/MRI of PDAC patients prior to CRT showed significantly higher Ga-CBP8 uptake in tumor compared to pancreas (SUV: 2.35 ± 0.36 vs. 1.99 ± 0.25, P = 0.036, n = 8). PET tumor values significantly increased following CRT compared to untreated tumors (SUV: 2.83 ± 0.30 vs. 2.25 ± 0.41, P = 0.01, n = 5). Collagen deposition significantly increased in response to CRT (59 ± 9% vs. 30 ± 9%, P=0.0005 in treated vs. untreated tumors). Tumor and pancreas collagen content showed a positive direct correlation with SUV (R = 0.54, P = 0.0007). This study demonstrates the specificity of Ga-CBP8 PET to tumor type I collagen and its ability to differentiate responders from non-responders based on the dynamic changes of fibrosis in PDAC. The results highlight the potential use of collagen PET as a non-invasive tool for monitoring response to treatment in patients with PDAC.
胰腺导管腺癌(PDAC)是一种侵袭性和快速进展的恶性肿瘤。在患者管理中面临的主要挑战是缺乏可靠的影像学工具来监测肿瘤对治疗的反应。肿瘤相关纤维化的特征是高比例的 I 型胶原,是 PDAC 的标志,并且在新辅助放化疗(CRT)后进一步增加。我们假设,使用 I 型胶原特异性成像探针 Ga-CBP8 的分子正电子发射断层扫描(PET)可以在小鼠模型和 PDAC 患者中检测和测量标准治疗对肿瘤纤维化的反应变化。我们评估了 Ga-CBP8 PET 对肿瘤胶原的特异性及其基于人 PDAC 的裸鼠模型中纤维化的动态变化,根据纤维化的动态变化,区分应答者和非应答者的能力,包括 FOLFIRINOX 敏感型(PANC-1 和 PDAC6)和 FOLFIRINOX 耐药型(SU.86.86)。接下来,我们证明了 Ga-CBP8 对切除的人 PDAC 和胰腺组织中沉积的胶原的特异性和敏感性。8 名男性参与者(49-65 岁)新诊断为 PDAC,接受了动态 Ga-CBP8 PET/MRI 检查,其中 5 名在完成标准 CRT 后接受了 Ga-CBP8 PET/MRI 随访。PET 参数与肿瘤胶原含量和组织学反应标志物相关。Ga-CBP8 在两种 PDAC 小鼠模型中使用 PET 成像与非结合 Ga-CNBP 探针相比,对 PDAC 具有特异性结合,在使用放射自显影术对切除的人 PDAC 进行检测时也具有特异性结合(所有比较的 P < 0.05)。Ga-CBP8 PET 显示,在 PANC-1 和 PDAC6 模型中,在用 FOLFIRINOX 治疗后,小鼠模型中的肿瘤信号增加了 2 倍(P < 0.01),但在用 FOLFIRINOX 耐药的 SU.86.86 模型中,肿瘤信号没有显著增加。Ga-CBP8 与切除的人 PDAC 的结合在治疗组中明显高于未治疗组(P < 0.0001)。在 CRT 之前对 PDAC 患者进行的 PET/MRI 检查显示,与胰腺相比,肿瘤中的 Ga-CBP8 摄取明显更高(SUV:2.35 ± 0.36 与 1.99 ± 0.25,P = 0.036,n = 8)。与未经治疗的肿瘤相比,接受 CRT 后的肿瘤 PET 值显著增加(SUV:2.83 ± 0.30 与 2.25 ± 0.41,P = 0.01,n = 5)。胶原沉积在 CRT 后显著增加(59 ± 9% 与 30 ± 9%,P=0.0005 在治疗与未治疗的肿瘤中)。肿瘤和胰腺胶原含量与 SUV 呈正直接相关(R = 0.54,P = 0.0007)。这项研究证明了 Ga-CBP8 PET 对肿瘤 I 型胶原的特异性及其基于 PDAC 纤维化的动态变化区分应答者和非应答者的能力。结果强调了胶原 PET 作为监测 PDAC 患者治疗反应的非侵入性工具的潜在用途。