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Brief Report

Highly Selective Targeting of Pancreatic Cancer in the Liver with a Near-Infrared Anti-MUC5AC Probe in a PDOX Mouse Model: A Proof-of-Concept Study

1
Division of Surgical Oncology, Department of Surgery, University of California San Diego, La Jolla, CA 92037, USA
2
VA San Diego Healthcare System, La Jolla, CA 92161, USA
3
Department of Pathology, University of California San Diego, La Jolla, CA 92037, USA
4
Department of Biochemistry, University of Nebraska Medical Center, Omaha, NE 68198, USA
5
Department of Pharmaceutical Sciences, University of Nebraska Medical Center, Omaha, NE 68198, USA
6
Fred and Pamela Buffet Cancer Center, University of Nebraska Medical Center, Omaha, NE 68105, USA
7
AntiCancer, Inc., San Diego, CA 92111, USA
*
Author to whom correspondence should be addressed.
J. Pers. Med. 2023, 13(5), 857; https://doi.org/10.3390/jpm13050857
Submission received: 10 April 2023 / Revised: 17 May 2023 / Accepted: 18 May 2023 / Published: 20 May 2023

Abstract

:
Accurately identifying metastatic disease is critical to directing the appropriate treatment in pancreatic cancer. Mucin 5AC is overexpressed in pancreatic cancer but absent in normal pancreas tissue. The present proof-of-concept study demonstrates the efficacy of an anti-mucin 5AC antibody conjugated to an IR800 dye (MUC5AC-IR800) to preferentially label a liver metastasis of pancreatic cancer (Panc Met) in a unique patient-derived orthotopic xenograft (PDOX) model. In orthotopic models, the mean tumor to background ratio was 1.787 (SD ± 0.336), and immunohistochemistry confirmed the expression of MUC5AC within tumor cells. MUC5AC-IR800 provides distinct visualization of pancreatic cancer liver metastasis in a PDOX mouse model, demonstrating its potential utility in staging laparoscopy and fluorescence-guided surgery.

1. Introduction

The 5-year overall survival of pancreatic ductal adenocarcinoma (PDAC) is less than 10% [1]. Complete surgical resection remains the only possibility for a cure. However, ~55% of the time, curative resection is not possible due to metastatic disease [2]. For patients without radiographic evidence of metastasis, locally advanced or metastatic disease is found during staging laparoscopy at rates of 14–33% [3,4,5]. The most common sites for metastasis in pancreatic cancer are the liver (41%), peritoneum (11%), and lungs (9%) [2]. There is a critical need for imaging modalities to improve the visualization of metastatic disease and to direct the appropriate treatments. The use of fluorescence imaging could aid in this process. Our laboratory has demonstrated the ability to use cancer-specific antibodies tagged with near-infrared (NIR) fluorophores to target colorectal [6,7,8], gastric [9], and pancreatic [10,11] cancer.
Mucins, a family of glycoproteins, are a potential molecular target for labeling pancreatic cancer. Mucin 5AC (MUC5AC) is an extracellular gel-secreting protein normally found in the stomach, gallbladder, and the lumen of the bronchial and gastrointestinal (GI) tract but absent from normal pancreatic tissue as well as the liver or the serosal surfaces of the GI tract [12,13]. However, MUC5AC expression is found in pancreatic cancer and early pancreatic ductal lesions [14]. Therefore, an anti-MUC5AC fluorescent antibody is an excellent candidate for targeting metastatic pancreatic tumor deposits in the abdomen. The present study reports the use of fluorescent anti-MUC5AC antibody to selectively and brightly label a liver metastasis of pancreatic cancer in a patient-derived orthotopic xenograft (PDOX) mouse model.
Previously, we orthotopically implanted a patient-derived primary pancreatic cancer (AA1305) in the pancreas of nude mice to establish a primary pancreatic cancer PDOX model, which was brightly targeted by fluorescent anti-mucin5AC [11]. In the present study, a rare patient-derived liver metastasis of pancreatic cancer was obtained (Panc Met) and implanted in the liver of nude mice to establish a pancreatic cancer liver metastasis PDOX model. Here, we show that anti-mucin 5AC selectively and brightly labeled this liver metastasis. The implications of this work for clinical applications in staging laparoscopy and florescence-guided surgery for liver metastases of pancreatic cancer are discussed.

2. Materials and Methods

Mouse Models: Athymic nude mice, aged 4–6 weeks, were purchased from The Jackson Laboratory (Bar Harbor, ME, USA). They were housed in a barrier facility and fed an autoclaved diet. Prior to any surgical procedure, the mice were anesthetized with a solution of xylazine, ketamine, and phosphate-buffered saline (PBS) via intraperitoneal injection. At the conclusion of the study, mice were euthanized by CO2 inhalation or cervical dislocation. All studies were approved by the San Diego Veterans Administration Medical Center and UCSD Institutional Animal Care and Use Committee (animal-use protocols A17-020 and S99001).
Antibody Conjugation: Monoclonal anti-mucin 5AC antibody (Novus Biologicals, Littleton, CO, USA) was conjugated per the manufacturer’s instructions to the near-infrared (NIR) dye IRDye800CW (LI-COR Biosciences, Lincoln, NE, USA) to establish MUC5AC-IR800. For purification, MUC5AC-IR800 was applied to a gel desalting column (Thermo Fisher Scientific, Waltham, MA, USA) to remove excess unbound dye. The final product was stored at 4 °C.
Patient-derived Liver Metastasis of Pancreatic Cancer: The patient-derived liver metastasis of pancreatic tumor (Panc Met) was obtained under sterile conditions at time of exploratory laparotomy. The patient tumor was obtained with informed consent under the UCSD Institutional Review Board (IRB) protocol number 090401.
Western Blots: Normal human pancreas tissue and patient-derived liver metastasis tumor fragments (Panc Met) were used to make tumor lysates. Western blotting was performed as previously described [11]. Total protein lysates (80 μg) were loaded on 2% sodium dodecyl sulfate-agarose gels. Proteins were resolved by horizontal electrophoresis for 4 h at 100 V in trisglycine-sodium dodecyl sulfate buffer. The proteins were transferred onto polyvinylidene-difluoride membranes and then blocked in 5% skim milk in phosphate buffered saline (PBS). Membranes were then incubated with a primary antibody (CLH2, Millipore, Burlington, MA, USA) at 4 °C overnight. Next, membranes were washed with PBS/Tween solution three times and incubated with horseradish peroxidase-labeled anti-mouse secondary antibody for 1 h at room temperature. After secondary antibody incubation, membranes were washed again three times with PBS/Tween solution. Protein bands were visualized using a chemiluminescence reagent (Thermo Fisher Scientific, Waltham, MA, USA).
Xenograft Establishment: To initially establish Panc Met in mouse models, 1 mm3 fragments of the patient’s tumor were implanted into the bilateral flanks and shoulders of nude mice. Once subcutaneous tumors grew to approximately 1 cm, subsequent passages were performed by harvesting 1 mm3 fragments and implanting them into new mice. For subcutaneous models (n = 4), tumors were allowed to grow for ~4 weeks prior to performing imaging studies. To establish patient-derived orthotopic xenograft (PDOX) models, subcutaneously grown tumors were harvested, and 1 mm3 fragments were used to establish liver PDOX models (n = 3) via the sutureless surgical orthotopic implantation liver technique previously described [15]. In brief, the anesthetized mice had their ventral surface disinfected with 70% ethanol solution. A ~1 cm horizontal incision was made centered over the xyphoid process, and gentle pressure was used to deliver a lobe of the liver extracorporeally. Sharp scissors were used to make a ~3 mm pocket in the liver and pressure was held until hemostasis was achieved. A small tumor fragment was then placed in the pocket, and pressure was held again as necessary for hemostasis. The liver was returned to the peritoneum and a 6-0 vicryl suture (Ethicon Inc., Somerville, NJ, USA) was used to close the incision. Post-operative pain was treated with subcutaneous buprenorphine (25 μL) reconstituted in PBS.
Antibody-conjugate Administration and Imaging: MUC5AC-IR800 75 μg was administered via tail vein injection to the subcutaneous models. Subcutaneous models were imaged daily for 4 days (n = 4 at each timepoint) using the Pearl Trilogy Small Animal Imaging System (LI-COR Biosciences, Lincoln, NE, USA) with excitation at 800 nm. The Pearl Trilogy Small Animal Imaging System quantified the strength of the NIR signal from the tumor and from the skin, which was used as background for subcutaneous models. A tumor to background ratio (TBR) was calculated by dividing the mean fluorescence intensity (mFI) of the tumor by the mFI of the skin. The mean and standard deviation of the TBRs were calculated for each timepoint. The timing for the orthotopic models was based on the highest TBR from the subcutaneous models. Orthotopic models received MUC5AC-IR800 75 μg via tail vein injection. After 72 h, the mice were euthanized, and a midline laparotomy was made to expose the liver. The Pearl Trilogy Small Animal Imaging System was used to measure the mFI of the tumor and of the liver, which was used as a background. The TBR from each mouse was calculated by dividing the mFI of the tumor by the mFI of the liver. An average TBR and standard deviation were calculated.
Immunohistochemistry: Tumor samples were removed en bloc with surrounding tissue at the time of mouse necropsy. Samples were fixed in formalin for at least 72 h prior to being embedded in paraffin and sectioned. Slides were stained with hematoxylin and eosin (H&E) per standard protocols. Immunohistochemistry was performed per standard protocol using a mucin5AC antibody (Abcam ab3469) at a dilution of 1:1000 with secondary anti-mouse HRP polymer (Cell IDx, 2MH-100). Horseradish peroxidase was visualized by a diaminobenzidine (DAB) chromogenic reaction. Interpretation of the histologic slides was performed by an experienced pathologist (MH).

3. Results

3.1. Patient-Derived Liver Metastasis of Pancreatic Cancer

An intra-operative biopsy of metastatic pancreatic cancer to the liver was obtained from a 63-year-old female with pancreatic adenocarcinoma. She received neoadjuvant chemotherapy of gemcitabine/abraxane prior to planned pancreaticoduodenectomy. Although imaging and diagnostic laparoscopy did not reveal any metastatic disease, during exploratory laparotomy, a segment 7 liver lesion was noted, and frozen sections confirmed the presence of metastatic disease. Cross-sectional imaging obtained ~3.5 weeks after surgery revealed a 2.2 cm × 1.7 cm hypodense lesion in segment 7 (Figure 1A,B). The pathology demonstrated moderately to poorly-differentiated adenocarcinoma (Figure 1C).

3.2. Western Blot of MUC5AC Expression

Western blotting demonstrated no MUC5AC expression in normal pancreatic tissue, while there was a high level of MUC5AC expression in the patient-derived PDAC liver metastasis tumor, Panc Met (Figure 2).

3.3. Labeling Subcutaneous Tumors with MUC5AC-IR800

In subcutaneous xenograft models, tumor mean fluorescent intensity (mFI) was relatively stable over 72 h at ~0.14 with a slight decrease at 96 h. The background signal was, however, highest at 24 h and decreased on each subsequent day. The peak tumor to background ratio (TBR) was 7.034 ± 3.285 at 72 h (Table 1). Given the highest TBR was achieved at 72 h, this time point was used for the orthotopic models.

3.4. Targeting Pancreatic Cancer in the Liver with MUC5AC-IR800

Panc Met tumors growing in the liver were brightly labeled with MUC5AC-IR800 and clearly distinguishable from the background liver signal (Figure 3). The average tumor mFI was 0.042 (SD ± 0.009) and the average liver mFI was 0.023 (SD ± 0.001). The resulting mean TBR of the Panc Met orthotopic liver models was 1.787 (SD ± 0.336).

3.5. Immunohistochemistry of Mucin

H&E staining of Panc Met orthotopic tumors showed moderately-differentiated adenocarcinoma (Figure 4A,A’). Strong and diffuse cytoplasmic mucin 5AC staining was confined to areas of adenocarcinoma (Figure 4B,B’).

4. Discussion

Previously, in a PDOX model of primary pancreatic cancer (AA1305), we showed that MUC5AC-IR800 could specifically and brightly label the primary tumor and abdominal wall metastases [11]. However, the previous studies did not address the difficulties and importance of specific labeling of pancreatic cancer liver metastases, as discussed below.
The present study demonstrates that MUC5AC-IR800 can specifically and brightly label metastatic pancreatic cancer implanted in the liver of PDOX mouse models. This is of particular importance given the high background fluorescence signal of the liver noted in prior studies due to the hepatic metabolism of fluorescent antibodies [16]. Previous studies with anti-CEA antibodies used PEGylation of the NIR dye to improve the strength of the signal in the tumor while decreasing hepatic accumulation [17,18,19]. In the present study, we were able to obtain a TBR of 1.737 without PEGylation. For context, clinical trials of fluorescence-guided surgery (FGS) in pancreatic cancer have been able to successfully identify cancerous lesions with TBRs as low as 1.3 [20]. This trial utilized a fluorescent anti-CEA antibody to detect primary pancreatic cancer as well as liver and peritoneal metastases. However, between 40–70% of patients with pancreatic adenocarcinoma do not have an elevated CEA; thus, probes targeting other biomarkers, such as MUC5AC, are necessary [21].
There is growing interest in the use of mucins to label and treat PDAC, and several excellent reviews have been recently published on this subject [12,13,22,23]. Kaur et al. showed that serum MUC5AC levels aided in differentiating PDAC from chronic pancreatitis and benign pancreatic disease [24]. In addition to using fluorescent anti-MUC5AC antibodies to label PDAC, anti-MUC5AC antibodies have been used to image PDAC via PET-CT [25]. Nakata et al. utilized anti-MUC5AC antibodies as a vehicle for therapeutic nuclides in treating PDAC [26]. It should be noted that PDAC is not the only cancer with overexpression of MUC5AC. In addition to PDAC, esophageal, gastric, colon, and ovarian cancer have high expression of MUC5AC, and several of these cancers also have a high rate of metastasis to the liver [23].
Our laboratory has previously discussed the importance of improving the R0 resection rate in pancreatic cancer and the role FGS can play in that endeavor [11]. The present study used a patient-derived pancreatic cancer liver metastasis to demonstrate the labeling of human metastatic pancreatic cancer, a very important tumor site for fluorescence-guided surgery, as well as the identification of such lesions during staging laparoscopy. In addition to the unique challenges of fluorescence imaging in the liver, metastatic pancreatic tumors have notable changes from their primary site: namely their microenvironment, acquired mutations, and the epithelial–mesenchymal transition [27,28]. Previous studies have shown the ability of fluorescence imaging to detect metastatic colorectal tumors at their site of metastasis, but this has not been attempted with metastatic pancreatic cancer [6,8,29]. The ability to identify metastatic pancreatic lesions in the liver is crucial as it can change the surgical plan and potential course of the disease.
The present study was able to utilize a novel tumor model as metastatic pancreatic tumors are rarely resected (metastasis is a contraindication to resection). Given the unique circumstances that allowed us to obtain a pancreatic metastasis from the liver, a more accurate model for this proof-of-concept study was established; conferring the ability to identify and visualize metastatic disease. To the best of our knowledge, no other laboratory has established a patient-derived xenograft mouse model from a metastatic pancreatic tumor. In the present study, we have demonstrated that in addition to bright and specific labeling of the primary tumor, MUC5AC-IR800 is also able to brightly label liver metastases of pancreatic cancer. The ability to detect metastatic tumors is important in directing patients to appropriate therapy, as they would not benefit from an attempt at a curative procedure. Any adjunct to help a surgeon accurately detect even small tumor deposits could spare future patients from long, difficult, and ultimately, futile operations.
Fluorescence detection methods are not widely used in staging laparoscopy in the United States. A surgeon is dependent on visual and tactile clues as well as their own understanding of how and where the disease spreads to detect metastatic tumor deposits. In approximately 23% of cases, staging laparoscopy prior to performing a curative-intent resection for pancreatic cancer will detect previously unappreciated liver metastasis [30]. In nearly all of these cases, the procedure will be aborted. In carefully selected patients, a survival benefit has been shown with the resection of hepatic oligometastatic disease in PDAC [31,32,33,34]. A phase 2 clinical trial is currently underway comparing neoadjuvant therapy and the resection of hepatic oligometastatic pancreatic cancer to historical data [35]. There are some case reports and a small series from Japan describing fluorescence-guided surgery using indocyanine green to perform liver resections [36,37,38].
Limitations of the study include the use of immunocompromised mice, which is necessary to prevent the mouse’s innate immune system from rejecting the xenograft tumor implants. Another limitation is the implantation method of the tumors. The tumors are grafted near the surface of the liver instead of being distributed throughout the liver which is a more accurate depiction of the disease. Fluorescent probes have decreasing signal intensity through tissue and although longer-wavelength probes, such as MUC5AC-IR800, have greater tissue penetration [39], further studies are needed to better define the limits of this technology in terms of tissue penetration, including studies in humans. Clinical trials have shown this technology is translatable into humans [20].
Future studies will include PDOX models with the tumors implanted deeper into the liver parenchyma to be more clinically representative. The present proof-of-concept study indicates the potential for MUC5AC-IR800 to improve detection and possibly resection of hepatic metastasis of pancreatic cancer.

Author Contributions

Conceptualization, M.A.T. and M.B.; funding acquisition, M.B., S.K.B. and A.M.M.; investigation, M.A.T., K.E.C., S.A., H.N., M.H., G.N. and K.M.; resources, M.B., B.M.C. and S.K.B.; supervision, M.B. and S.K.B.; writing—original draft preparation, M.A.T., N.N. and K.E.C.; writing—review and editing, M.A.T., K.E.C., R.M.H., S.K.B. and M.B. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the following grants: VA Merit Review: 1 I01 BX003856-01A1 and 1 I01 BX004494-01 (MB), National Institute of Health: 1 R01 CA256973-01A1, and National Institute of Health Training Grant: T32CA121938 (MAT and KEC). Tissue Technology Shared Resource is supported by a National Cancer Institute Cancer Center Support Grant (CCSG Grant P30CA23100).

Institutional Review Board Statement

The study was conducted in accordance with the Declaration of Helsinki, and approved by the Institutional Review Board (or Ethics Committee) of the University of California San Diego (IRB # 090401) for the establishment of patient-derived xenograft mouse models. All animal studies were conducted in accordance with the principles and procedures outlined in the NIH Guide for the Care and Use of Animals under PHS Assurance Number D16-00394 (IACUC protocols A17-020 and S99001).

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Conflicts of Interest

RMH is a non-salaried affiliate of AntiCancer, Inc., producing patient-derived orthotopic xenograft mouse models for contract research.

References

  1. Siegel, R.L.; Miller, K.D.; Fuchs, H.E.; Jemal, A. Cancer Statistics, 2021. CA Cancer J. Clin. 2021, 71, 7–33. [Google Scholar] [CrossRef] [PubMed]
  2. Bellon, E.; Gebauer, F.; Tachezy, M.; Izbicki, J.R.; Bockhorn, M. Pancreatic cancer and liver metastases: State of the art. Updat. Surg. 2016, 68, 247–251. [Google Scholar] [CrossRef] [PubMed]
  3. Yamamura, K.; Yamashita, Y.I.; Yamao, T.; Kuroda, D.; Eto, T.; Kitano, Y.; Arima, K.; Miyata, T.; Okabe, H.; Nitta, H.; et al. Efficacy of Staging Laparoscopy for Pancreatic Cancer. Anticancer Res. 2020, 40, 1023–1027. [Google Scholar] [CrossRef] [PubMed]
  4. Versteijne, E.; Suker, M.; Groothuis, K.; Akkermans-Vogelaar, J.M.; Besselink, M.G.; Bonsing, B.A.; Buijsen, J.; Busch, O.R.; Creemers, G.M.; van Dam, R.M.; et al. Preoperative Chemoradiotherapy Versus Immediate Surgery for Resectable and Borderline Resectable Pancreatic Cancer: Results of the Dutch Randomized Phase III PREOPANC Trial. J. Clin. Oncol. 2020, 38, 1763–1773. [Google Scholar] [CrossRef] [PubMed]
  5. Takadate, T.; Morikawa, T.; Ishida, M.; Aoki, S.; Hata, T.; Iseki, M.; Miura, T.; Ariake, K.; Maeda, S.; Kawaguchi, K.; et al. Staging laparoscopy is mandatory for the treatment of pancreatic cancer to avoid missing radiologically negative metastases. Surg. Today 2021, 51, 686–694. [Google Scholar] [CrossRef] [PubMed]
  6. Hollandsworth, H.M.; Schmitt, V.; Amirfakhri, S.; Filemoni, F.; Schmidt, A.; Landström, M.; Lyndin, M.; Backert, S.; Gerhard, M.; Wennemuth, G.; et al. Fluorophore-conjugated Helicobacter pylori recombinant membrane protein (HopQ) labels primary colon cancer and metastases in orthotopic mouse models by binding CEA-related cell adhesion molecules. Transl. Oncol. 2020, 13, 100857. [Google Scholar] [CrossRef] [PubMed]
  7. Hollandsworth, H.M.; Lwin, T.M.; Amirfakhri, S.; Filemoni, F.; Batra, S.K.; Hoffman, R.M.; Dhawan, P.; Bouvet, M. Anti-Claudin-1 Conjugated to a Near-Infrared Fluorophore Targets Colon Cancer in PDOX Mouse Models. J. Surg. Res. 2019, 242, 145–150. [Google Scholar] [CrossRef]
  8. Turner, M.A.; Hollandsworth, H.M.; Amirfakhri, S.; Lwin, T.M.; Nishino, H.; Neel, N.C.; Natarajan, G.; Kaur, S.; Mallya, K.; Hoffman, R.M.; et al. Anti-mucin 4 fluorescent antibody brightly targets colon cancer in patient-derived orthotopic xenograft mouse models: A proof-of-concept study for future clinical applications. Am. J. Surg. 2022, 224, 1081–1085. [Google Scholar] [CrossRef]
  9. Turner, M.A.; Amirfakhri, S.; Nishino, H.; Lwin, T.M.; Savides, T.J.; Reid, T.R.; Singer, B.B.; Hoffman, R.M.; Bouvet, M. A Patient-Derived Orthotopic Xenograft Model of Gastroesophageal-Junction Adenocarcinoma Translated to the Clinic by Tumor-Targeting Fluorescent Antibodies to Carcinoembryonic-Antigen-Related Cell-Adhesion Molecules. Vivo Athens Greece 2021, 35, 1959–1963. [Google Scholar] [CrossRef]
  10. Lwin, T.M.; Murakami, T.; Miyake, K.; Yazaki, P.J.; Shivley, J.E.; Hoffman, R.M.; Bouvet, M. Tumor-Specific Labeling of Pancreatic Cancer Using a Humanized Anti-CEA Antibody Conjugated to a Near-Infrared Fluorophore. Ann. Surg. Oncol. 2018, 25, 1079–1085. [Google Scholar] [CrossRef] [PubMed]
  11. Turner, M.A.; Hollandsworth, H.M.; Nishino, H.; Amirfakhri, S.; Lwin, T.M.; Lowy, A.M.; Kaur, S.; Natarajan, G.; Mallya, K.; Hoffman, R.M.; et al. Fluorescent Anti-MUC5AC Brightly Targets Pancreatic Cancer in a Patient-derived Orthotopic Xenograft. In Vivo 2022, 36, 57–62. [Google Scholar] [CrossRef] [PubMed]
  12. Wang, S.; You, L.; Dai, M.; Zhao, Y. Mucins in pancreatic cancer: A well-established but promising family for diagnosis, prognosis and therapy. J. Cell. Mol. Med. 2020, 24, 10279–10289. [Google Scholar] [CrossRef] [PubMed]
  13. Kaur, S.; Kumar, S.; Momi, N.; Sasson, A.R.; Batra, S.K. Mucins in pancreatic cancer and its microenvironment. Nat. Rev. Gastroenterol. Hepatol. 2013, 10, 607–620. [Google Scholar] [CrossRef] [PubMed]
  14. Kim, G.E.; Bae, H.; Park, H.; Kuan, S.; Crawley, S.C.; Ho, J.J.; Kim, Y.S. Aberrant expression of MUC5AC and MUC6 gastric mucins and sialyl Tn antigen in intraepithelial neoplasms of the pancreas. Gastroenterology 2002, 123, 1052–1060. [Google Scholar] [CrossRef]
  15. Nishino, H.; Hollandsworth, H.M.; Sugisawa, N.; Yamamoto, J.; Tashiro, Y.; Inubushi, S.; Hamada, K.; Sun, Y.U.; Lim, H.; Amirfakhri, S.; et al. Sutureless Surgical Orthotopic Implantation Technique of Primary and Metastatic Cancer in the Liver of Mouse Models. In Vivo 2020, 34, 3153–3157. [Google Scholar] [CrossRef]
  16. DeLong, J.C.; Murakami, T.; Yazaki, P.J.; Hoffman, R.M.; Bouvet, M. Near-infrared-conjugated humanized anti-carcinoembryonic antigen antibody targets colon cancer in an orthotopic nude-mouse model. J. Surg. Res. 2017, 218, 139–143. [Google Scholar] [CrossRef]
  17. Maawy, A.A.; Hiroshima, Y.; Zhang, Y.; Luiken, G.A.; Hoffman, R.M.; Bouvet, M. Polyethylene glycol (PEG) linked to near infrared (NIR) dyes conjugated to chimeric anti-carcinoembryonic antigen (CEA) antibody enhances imaging of liver metastases in a nude-mouse model of human colon cancer. PLoS ONE 2014, 9, e97965. [Google Scholar] [CrossRef]
  18. Yazaki, P.J.; Lwin, T.M.; Minnix, M.; Li, L.; Sherman, A.; Molnar, J.; Miller, A.; Frankel, P.; Chea, J.; Poku, E.; et al. Improved antibody-guided surgery with a near-infrared dye on a pegylated linker for CEA-positive tumors. J. Biomed. Opt. 2019, 24, 1–9. [Google Scholar] [CrossRef]
  19. Maawy, A.A.; Hiroshima, Y.; Zhang, Y.; Luiken, G.A.; Hoffman, R.M.; Bouvet, M. Specific tumor labeling enhanced by polyethylene glycol linkage of near infrared dyes conjugated to a chimeric anti-carcinoembryonic antigen antibody in a nude mouse model of human pancreatic cancer. J. Biomed. Opt. 2014, 19, 101504. [Google Scholar] [CrossRef]
  20. Hoogstins, C.E.S.; Boogerd, L.S.F.; Mulder, B.G.S.; Mieog, J.S.D.; Swijnenburg, R.J.; Van De Velde, C.J.H.; Farina Sarasqueta, A.; Bonsing, B.A.; Framery, B.; Pèlegrin, A.; et al. Image-Guided Surgery in Patients with Pancreatic Cancer: First Results of a Clinical Trial Using SGM-101, a Novel Carcinoembryonic Antigen-Targeting, Near-Infrared Fluorescent Agent. Ann. Surg. Oncol. 2018, 25, 3350–3357. [Google Scholar] [CrossRef]
  21. Meng, Q.; Shi, S.; Liang, C.; Liang, D.; Xu, W.; Ji, S.; Zhang, B.; Ni, Q.; Xu, J.; Yu, X. Diagnostic and prognostic value of carcinoembryonic antigen in pancreatic cancer: A systematic review and meta-analysis. OncoTargets Ther. 2017, 10, 4591–4598. [Google Scholar] [CrossRef] [PubMed]
  22. Jonckheere, N.; Skrypek, N.; Van Seuningen, I. Mucins and pancreatic cancer. Cancers 2010, 2, 1794–1812. [Google Scholar] [CrossRef]
  23. Jonckheere, N.; Vincent, A.; Veve, B.; Van Seuningen, I. Mucin expression, epigenetic regulation and patient survival: A toolkit of prognostic biomarkers in epithelial cancers. Biochim. Biophys. Acta Rev. Cancer 2021, 1876, 188538. [Google Scholar] [CrossRef] [PubMed]
  24. Kaur, S.; Smith, L.M.; Patel, A.; Menning, M.; Watley, D.C.; Malik, S.S.; Krishn, S.R.; Mallya, K.; Aithal, A.; Sasson, A.R.; et al. A Combination of MUC5AC and CA19-9 Improves the Diagnosis of Pancreatic Cancer: A Multicenter Study. Am. J. Gastroenterol. 2017, 112, 172–183. [Google Scholar] [CrossRef] [PubMed]
  25. Henry, K.E.; Shaffer, T.M.; Mack, K.N.; Ring, J.; Ogirala, A.; Klein-Scory, S.; Eilert-Micus, C.; Schmiegel, W.; Bracht, T.; Sitek, B.; et al. Exploiting the MUC5AC Antigen for Noninvasive Identification of Pancreatic Cancer. J. Nucl. Med. 2021, 62, 1384–1390. [Google Scholar] [CrossRef]
  26. Nakata, N.; Kobashi, N.; Okumura, Y.; eSato, M.; Matono, M.; Otsuki, K.; Tanaka, A.; Hayashi, A. Radiation dosimetry and efficacy of an 89Zr/225Ac-labeled humanized anti-MUC5AC antibody. Nucl. Med. Biol. 2022, 108–109, 33–43. [Google Scholar] [CrossRef]
  27. Chen, X.; Liu, F.; Xue, Q.; Weng, X.; Xu, F. Metastatic pancreatic cancer: Mechanisms and detection. Oncol. Rep. 2021, 46, 231. [Google Scholar] [CrossRef]
  28. Mihaljevic, A.L.; Michalski, C.W.; Friess, H.; Kleeff, J. Molecular mechanism of pancreatic cancer—Understanding proliferation, invasion, and metastasis. Langenbecks Arch. Surg. 2010, 395, 295–308. [Google Scholar] [CrossRef]
  29. Hollandsworth, H.M.; Amirfakhri, S.; Filemoni, F.; Schmitt, V.; Wennemuth, G.; Schmidt, A.; Hoffman, R.M.; Singer, B.B.; Bouvet, M. Anti-carcinoembryonic antigen-related cell adhesion molecule antibody for fluorescence visualization of primary colon cancer and metastases in patient-derived orthotopic xenograft mouse models. Oncotarget 2020, 11, 429–439. [Google Scholar] [CrossRef]
  30. Tempero, M.A.; Malafa, M.P.; Al-Hawary, M.; Asbun, H.; Bain, A.; Behrman, S.W.; Benson, A.B., III; Binder, E.; Cardin, D.B.; Cha, C.; et al. Pancreatic Adenocarcinoma, Version 2.2017, NCCN Clinical Practice Guidelines in Oncology. J. Natl. Compr. Cancer Netw. 2017, 15, 1028–1061. [Google Scholar] [CrossRef]
  31. Su, B.-B.; Bai, D.-S.; Yu, J.-Q.; Zhang, C.; Jin, S.-J.; Zhou, B.-H.; Jiang, G.-Q. Can Patients with Pancreatic Cancer and Liver Metastases Obtain Survival Benefit from Surgery? A Population-Based Study. J. Cancer 2021, 12, 539–552. [Google Scholar] [CrossRef] [PubMed]
  32. Filippini, D.M.; Grassi, E.; Palloni, A.; Carloni, R.; Casadei, R.; Ricci, C.; Serra, C.; Ercolani, G.; Brandi, G.; Di Marco, M. Searching for novel multimodal treatments in oligometastatic pancreatic cancer. BMC Cancer 2020, 20, 271. [Google Scholar] [CrossRef] [PubMed]
  33. Kandel, P.; Wallace, M.B.; Stauffer, J.; Bolan, C.; Raimondo, M.; Woodward, T.A.; Gomez, V.; Ritter, A.W.; Asbun, H.; Mody, K. Survival of Patients with Oligometastatic Pancreatic Ductal Adenocarcinoma Treated with Combined Modality Treatment Including Surgical Resection: A Pilot Study. J. Pancreat. Cancer 2018, 4, 88–94. [Google Scholar] [CrossRef]
  34. Tachezy, M.; Gebauer, F.; Janot, M.; Uhl, W.; Zerbi, A.; Montorsi, M.; Perinel, J.; Adham, M.; Dervenis, C.; Agalianos, C.; et al. Synchronous resections of hepatic oligometastatic pancreatic cancer: Disputing a principle in a time of safe pancreatic operations in a retrospective multicenter analysis. Surgery 2016, 160, 136–144. [Google Scholar] [CrossRef]
  35. Gebauer, F.; Damanakis, A.I.; Popp, F.; Quaas, A.; Kütting, F.; Lutz, K.; Held, S.; Deuß, B.; Göser, T.; Waldschmidt, D.; et al. Study protocol of an open-label, single arm phase II trial investigating the efficacy, safety and quality of life of neoadjuvant chemotherapy with liposomal irinotecan combined with Oxaliplatin and 5-fluorouracil/Folinic acid followed by curative surgical resection in patients with hepatic Oligometastatic adenocarcinoma of the pancreas (HOLIPANC). BMC Cancer 2021, 21, 1239. [Google Scholar] [CrossRef]
  36. Oura, K.; Aoki, T.; Tashiro, Y.; Matsuda, K.; Koizumi, T.; Kusano, T.; Wada, Y.; Shibata, H.; Yamashita, T.; Date, H.; et al. Indocyanine green fluorescence image-guided laparoscopic hepatectomy enabled resection of a tumor invisible with ultrasonography. Anticancer Res. 2021, 41, 3867–3869. [Google Scholar] [CrossRef]
  37. Tashiro, Y.; Aoki, T.; Hirai, T.; Koizumi, T.; Mansou, D.A.; Kusano, T.; Matsuda, K.; Yamada, K.; Nogaki, K.; Hakozaki, T.; et al. Pathological Validity of Using Near-infrared Fluorescence Imaging for Securing Surgical Margins During Liver Resection. Anticancer Res. 2020, 40, 3873–3882. [Google Scholar] [CrossRef]
  38. Tashiro, Y.; Aoki, T.; Hirai, T.; Koizumi, T.; Kusano, T.; Matsuda, K.; Yamada, K.; Nogaki, K.; Hakozaki, T.; Wada, Y.; et al. Indocyanine Green Labeling of Tumors in the Liver Recurring After Radiofrequency Ablation Enables Complete Resection by Fluorescence-guided Surgery. Anticancer Res. 2022, 42, 1345–1350. [Google Scholar] [CrossRef]
  39. Maawy, A.A.; Hiroshima, Y.; Kaushal, S.; Luiken, G.A.; Hoffman, R.M.; Bouvet, M. Comparison of a chimeric anti-carcinoembryonic antigen antibody conjugated with visible or near-infrared fluorescent dyes for imaging pancreatic cancer in orthotopic nude mouse models. J. Biomed. Opt. 2013, 18, 126016. [Google Scholar] [CrossRef]
Figure 1. A Patient-derived liver metastasis of pancreatic cancer. (A) Axial and (B) coronal computerized tomography of patient with segment 7 liver metastasis from pancreatic cancer as denoted by a red arrow. (C) H&E staining of patient specimen at 20× magnification showing poorly differentiated adenocarcinoma.
Figure 1. A Patient-derived liver metastasis of pancreatic cancer. (A) Axial and (B) coronal computerized tomography of patient with segment 7 liver metastasis from pancreatic cancer as denoted by a red arrow. (C) H&E staining of patient specimen at 20× magnification showing poorly differentiated adenocarcinoma.
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Figure 2. MUC5AC western blotting in normal pancreas and Panc Met. Absence of mucin5AC expression in normal human pancreas tissue and high levels of mucin 5AC expression in a patient-derived liver metastasis of pancreatic cancer (Panc Met); β-actin as the control.
Figure 2. MUC5AC western blotting in normal pancreas and Panc Met. Absence of mucin5AC expression in normal human pancreas tissue and high levels of mucin 5AC expression in a patient-derived liver metastasis of pancreatic cancer (Panc Met); β-actin as the control.
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Figure 3. Fluorescence labeling of orthotopic Panc Met tumors 72 h after IV injection of MUC5AC-IR800. (A) The liver appears normal from the anterior orientation under white light. (A’) With fluorescence imaging, a signal can be visualized at the edge of the liver. (B,B’) Once the liver is retracted cephalad, the fluorescent tumor is clearly visualized. Arrows = tumor. Scale = 1 cm.
Figure 3. Fluorescence labeling of orthotopic Panc Met tumors 72 h after IV injection of MUC5AC-IR800. (A) The liver appears normal from the anterior orientation under white light. (A’) With fluorescence imaging, a signal can be visualized at the edge of the liver. (B,B’) Once the liver is retracted cephalad, the fluorescent tumor is clearly visualized. Arrows = tumor. Scale = 1 cm.
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Figure 4. MUC5AC expression in orthotopic Panc Met tumors. (A) H&E and (B) mucin 5AC staining at 2× magnification with adenocarcinoma denoted by a black asterisk, normal liver tissue by a white asterisk. (A’) High-power (10×) magnification of H&E staining showing moderately-differentiated adenocarcinoma with few areas of mucin as denoted by a black arrow. (B’) High-power (10×) magnification with strong and diffuse cytoplasmic mucin 5AC staining within the tumor.
Figure 4. MUC5AC expression in orthotopic Panc Met tumors. (A) H&E and (B) mucin 5AC staining at 2× magnification with adenocarcinoma denoted by a black asterisk, normal liver tissue by a white asterisk. (A’) High-power (10×) magnification of H&E staining showing moderately-differentiated adenocarcinoma with few areas of mucin as denoted by a black arrow. (B’) High-power (10×) magnification with strong and diffuse cytoplasmic mucin 5AC staining within the tumor.
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Table 1. Fluorescence intensity of subcutaneous tumors targeted with MUC5AC-IR800. Mean fluorescence intensity (mFI) of tumor and background tissue of Panc Met subcutaneous tumors after injection of MUC5AC-IR800 (75 µg). Background tissue mFI showed a greater rate of decline every 24 h, resulting in increased tumor to background ratios (TBRs) at later timepoints.
Table 1. Fluorescence intensity of subcutaneous tumors targeted with MUC5AC-IR800. Mean fluorescence intensity (mFI) of tumor and background tissue of Panc Met subcutaneous tumors after injection of MUC5AC-IR800 (75 µg). Background tissue mFI showed a greater rate of decline every 24 h, resulting in increased tumor to background ratios (TBRs) at later timepoints.
24 h48 h72 h96 h
Tumor mFI0.1400.1440.1430.131
Background mFI0.0440.0310.0220.019
Average TBR (SD)3.332 (0.884)4.913 (1.682)7.034 (3.285)6.915 (1.880)
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Turner, M.A.; Cox, K.E.; Neel, N.; Amirfakhri, S.; Nishino, H.; Clary, B.M.; Hosseini, M.; Natarajan, G.; Mallya, K.; Mohs, A.M.; et al. Highly Selective Targeting of Pancreatic Cancer in the Liver with a Near-Infrared Anti-MUC5AC Probe in a PDOX Mouse Model: A Proof-of-Concept Study. J. Pers. Med. 2023, 13, 857. https://doi.org/10.3390/jpm13050857

AMA Style

Turner MA, Cox KE, Neel N, Amirfakhri S, Nishino H, Clary BM, Hosseini M, Natarajan G, Mallya K, Mohs AM, et al. Highly Selective Targeting of Pancreatic Cancer in the Liver with a Near-Infrared Anti-MUC5AC Probe in a PDOX Mouse Model: A Proof-of-Concept Study. Journal of Personalized Medicine. 2023; 13(5):857. https://doi.org/10.3390/jpm13050857

Chicago/Turabian Style

Turner, Michael A., Kristin E. Cox, Nicholas Neel, Siamak Amirfakhri, Hiroto Nishino, Bryan M. Clary, Mojgan Hosseini, Gopalakrishnan Natarajan, Kavita Mallya, Aaron M. Mohs, and et al. 2023. "Highly Selective Targeting of Pancreatic Cancer in the Liver with a Near-Infrared Anti-MUC5AC Probe in a PDOX Mouse Model: A Proof-of-Concept Study" Journal of Personalized Medicine 13, no. 5: 857. https://doi.org/10.3390/jpm13050857

APA Style

Turner, M. A., Cox, K. E., Neel, N., Amirfakhri, S., Nishino, H., Clary, B. M., Hosseini, M., Natarajan, G., Mallya, K., Mohs, A. M., Hoffman, R. M., Batra, S. K., & Bouvet, M. (2023). Highly Selective Targeting of Pancreatic Cancer in the Liver with a Near-Infrared Anti-MUC5AC Probe in a PDOX Mouse Model: A Proof-of-Concept Study. Journal of Personalized Medicine, 13(5), 857. https://doi.org/10.3390/jpm13050857

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