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Collagen Type I PET/MRI Enables Evaluation of Treatment Response in Pancreatic Cancer in Pre-clinical and First-in-human Translational Studies

Abstract

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.

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References
1.
Torphy R, Wang Z, True-Yasaki A, Volmar K, Rashid N, Yeh B . Stromal Content Is Correlated With Tissue Site, Contrast Retention, and Survival in Pancreatic Adenocarcinoma. JCO Precis Oncol. 2018; 2018. PMC: 6262879. DOI: 10.1200/PO.17.00121. View

2.
Abdelrahman A, Goenka A, Alva-Ruiz R, Yonkus J, Leiting J, Graham R . FDG-PET Predicts Neoadjuvant Therapy Response and Survival in Borderline Resectable/Locally Advanced Pancreatic Adenocarcinoma. J Natl Compr Canc Netw. 2022; 20(9):1023-1032.e3. DOI: 10.6004/jnccn.2022.7041. View

3.
Helm P, Caravan P, French B, Jacques V, Shen L, Xu Y . Postinfarction myocardial scarring in mice: molecular MR imaging with use of a collagen-targeting contrast agent. Radiology. 2008; 247(3):788-96. PMC: 5410958. DOI: 10.1148/radiol.2473070975. View

4.
Yoshikawa M, Ishikawa T, Ohno E, Iida T, Furukawa K, Nakamura M . Variability measurements provide additional value to shear wave elastography in the diagnosis of pancreatic cancer. Sci Rep. 2021; 11(1):7409. PMC: 8016838. DOI: 10.1038/s41598-021-86979-5. View

5.
Murphy J, Wo J, Ryan D, Jiang W, Yeap B, Drapek L . Total Neoadjuvant Therapy With FOLFIRINOX Followed by Individualized Chemoradiotherapy for Borderline Resectable Pancreatic Adenocarcinoma: A Phase 2 Clinical Trial. JAMA Oncol. 2018; 4(7):963-969. PMC: 6145728. DOI: 10.1001/jamaoncol.2018.0329. View