1
|
Wang X, Yang J, Ren B, Yang G, Liu X, Xiao R, Ren J, Zhou F, You L, Zhao Y. Comprehensive multi-omics profiling identifies novel molecular subtypes of pancreatic ductal adenocarcinoma. Genes Dis 2024; 11:101143. [PMID: 39253579 PMCID: PMC11382047 DOI: 10.1016/j.gendis.2023.101143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 09/04/2023] [Accepted: 09/10/2023] [Indexed: 09/11/2024] Open
Abstract
Pancreatic cancer, a highly fatal malignancy, is predicted to rank as the second leading cause of cancer-related death in the next decade. This highlights the urgent need for new insights into personalized diagnosis and treatment. Although molecular subtypes of pancreatic cancer were well established in genomics and transcriptomics, few known molecular classifications are translated to guide clinical strategies and require a paradigm shift. Notably, chronically developing and continuously improving high-throughput technologies and systems serve as an important driving force to further portray the molecular landscape of pancreatic cancer in terms of epigenomics, proteomics, metabonomics, and metagenomics. Therefore, a more comprehensive understanding of molecular classifications at multiple levels using an integrated multi-omics approach holds great promise to exploit more potential therapeutic options. In this review, we recapitulated the molecular spectrum from different omics levels, discussed various subtypes on multi-omics means to move one step forward towards bench-to-beside translation of pancreatic cancer with clinical impact, and proposed some methodological and scientific challenges in store.
Collapse
Affiliation(s)
- Xing Wang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Jinshou Yang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Bo Ren
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Gang Yang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Xiaohong Liu
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Ruiling Xiao
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Jie Ren
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Feihan Zhou
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Lei You
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Yupei Zhao
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| |
Collapse
|
2
|
Wang J, Zhou Y, Zhou J, Liu H, Li X. Preliminary study on the ability of the machine learning models based on 18F-FDG PET/CT to differentiate between mass-forming pancreatic lymphoma and pancreatic carcinoma. Eur J Radiol 2024; 176:111531. [PMID: 38820949 DOI: 10.1016/j.ejrad.2024.111531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 04/25/2024] [Accepted: 05/24/2024] [Indexed: 06/02/2024]
Abstract
PURPOSE The objective of this study was to preliminarily assess the ability of metabolic parameters and radiomics derived from 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) to distinguish mass-forming pancreatic lymphoma from pancreatic carcinoma using machine learning. METHODS A total of 88 lesions from 86 patients diagnosed as mass-forming pancreatic lymphoma or pancreatic carcinoma were included and randomly divided into a training set and a validation set at a 4-to-1 ratio. The segmentation of regions of interest was performed using ITK-SNAP software, PET metabolic parameters and radiomics features were extracted using 3Dslicer and PYTHON. Following the selection of optimal metabolic parameters and radiomics features, Logistic regression (LR), support vector machine (SVM), and random forest (RF) models were constructed for PET metabolic parameters, CT radiomics, PET radiomics, and PET/CT radiomics. Model performance was assessed in terms of area under the curve (AUC), accuracy, sensitivity, and specificity in both the training and validation sets. RESULTS Strong discriminative ability observed in all models, with AUC values ranging from 0.727 to 0.978. The highest performance exhibited by the combined PET and CT radiomics features. AUC values for PET/CT radiomics models in the training set were LR 0.994, SVM 0.994, RF 0.989. In the validation set, AUC values were LR 0.909, SVM 0.883, RF 0.844. CONCLUSION Machine learning models utilizing the metabolic parameters and radiomics of 18F-FDG PET/CT show promise in distinguishing between pancreatic carcinoma and mass-forming pancreatic lymphoma. Further validation on a larger cohort is necessary before practical implementation in clinical settings.
Collapse
Affiliation(s)
- Jian Wang
- Department of Nuclear Medicine, Qilu Hospital of Shandong University, Jinan, China; Department of Nuclear Medicine, Dezhou People's Hospital, Dezhou, China
| | - Yujing Zhou
- Department of Nuclear Medicine, Qilu Hospital of Shandong University, Jinan, China
| | - Jianli Zhou
- Department of Nuclear Medicine, Dezhou People's Hospital, Dezhou, China
| | - Hongwei Liu
- Department of Nuclear Medicine, Dezhou People's Hospital, Dezhou, China
| | - Xin Li
- Department of Nuclear Medicine, Qilu Hospital of Shandong University, Jinan, China.
| |
Collapse
|
3
|
Koti S, Demyan L, Deutsch G, Weiss M. Surgery for Oligometastatic Pancreatic Cancer: Defining Biologic Resectability. Ann Surg Oncol 2024; 31:4031-4041. [PMID: 38502293 PMCID: PMC11076395 DOI: 10.1245/s10434-024-15129-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 02/17/2024] [Indexed: 03/21/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is most often metastatic at diagnosis. As systemic therapy continues to improve alongside advanced surgical techniques, the focus has shifted toward defining biologic, rather than technical, resectability. Several centers have reported metastasectomy for oligometastatic PDAC, yet the indications and potential benefits remain unclear. In this review, we attempt to define oligometastatic disease in PDAC and to explore the rationale for metastasectomy. We evaluate the existing evidence for metastasectomy in liver, peritoneum, and lung individually, assessing the safety and oncologic outcomes for each. Furthermore, we explore contemporary biomarkers of biological resectability in oligometastatic PDAC, including radiographic findings, biochemical markers (such as CA 19-9 and CEA), inflammatory markers (including neutrophil-to-lymphocyte ratio, C-reactive protein, and scoring indices), and liquid biopsy techniques. With careful consideration of existing data, we explore the concept of biologic resectability in guiding patient selection for metastasectomy in PDAC.
Collapse
Affiliation(s)
- Shruti Koti
- Department of General Surgery, Northwell Health, Queens, NY, USA.
- Northwell Health Cancer Institute, Northwell Health, New Hyde Park, NY, USA.
| | - Lyudmyla Demyan
- Department of General Surgery, Northwell Health, Queens, NY, USA
| | - Gary Deutsch
- Northwell Health Cancer Institute, Northwell Health, New Hyde Park, NY, USA
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Matthew Weiss
- Northwell Health Cancer Institute, Northwell Health, New Hyde Park, NY, USA
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| |
Collapse
|
4
|
Wang J, Zhou Y, Liu H, Zhou J, Li X. 18F-FDG PET/CT assists the diagnosis of primary pancreatic lymphoma: Two case reports and literature review. Front Med (Lausanne) 2024; 11:1370762. [PMID: 38463493 PMCID: PMC10924306 DOI: 10.3389/fmed.2024.1370762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 02/09/2024] [Indexed: 03/12/2024] Open
Abstract
Primary pancreatic lymphoma (PPL) is a rare malignancy, which is defined as a mass centered in pancreas with involvement of contiguous lymph nodes and distant spread may exist. Accurate diagnosis of PPL prior to pathological confirmation remains challenging, underscoring the critical significance of preoperative imaging assessments. This case report collected two instances of PPL that underwent initial evaluation via 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) between August 2021 and July 2022. Correspondingly, pertinent literature encompassing 18F-FDG PET/CT data related to PPL was meticulously reviewed. Including our aforementioned pair of cases, a cumulative total of 25 instances of PPL were assembled. The distinctive profile of 18F-FDG PET/CT images of PPL predominantly manifests as hypermetabolic lesions with diminished density. Primarily characterized by singular lesions and comparatively substantial volumetric dimensions, a total of eleven cases revealed contiguous lymph node engagement, with five instances displaying distant dissemination encompassing lymph nodes in multiple locations. Amongst these, ten patients underwent sequential 18F-FDG PET/CT follow-up post-intervention. In comparison to pancreatic carcinoma, PPL lesions exhibited heightened hypermetabolism, augmented volumetric proportions, and distinct patterns of distant metastasis. This study indicates that the pivotal role of 18F-FDG PET/CT in the diagnosis and assessment of therapeutic efficacy in PPL is unequivocal. Combined with the clinical attributes of patients, the integration of 18F-FDG PET/CT augments the differential diagnostic capacity differentiating PPL from pancreatic carcinoma.
Collapse
Affiliation(s)
- Jian Wang
- Department of Nuclear Medicine, Qilu Hospital of Shandong University, Jinan, China
- Department of Nuclear Medicine, Dezhou People's Hospital, Dezhou, China
| | - Yujing Zhou
- Department of Nuclear Medicine, Qilu Hospital of Shandong University, Jinan, China
| | - Hongwei Liu
- Department of Nuclear Medicine, Dezhou People's Hospital, Dezhou, China
| | - Jianli Zhou
- Department of Nuclear Medicine, Dezhou People's Hospital, Dezhou, China
| | - Xin Li
- Department of Nuclear Medicine, Qilu Hospital of Shandong University, Jinan, China
| |
Collapse
|
5
|
Kpeglo D, Haddrick M, Knowles MA, Evans SD, Peyman SA. Modelling and breaking down the biophysical barriers to drug delivery in pancreatic cancer. LAB ON A CHIP 2024; 24:854-868. [PMID: 38240720 DOI: 10.1039/d3lc00660c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/15/2024]
Abstract
The pancreatic ductal adenocarcinoma (PDAC) stroma and its inherent biophysical barriers to drug delivery are central to therapeutic resistance. This makes PDAC the most prevalent pancreatic cancer with poor prognosis. The chemotherapeutic drug gemcitabine is used against various solid tumours, including pancreatic cancer, but with only a modest effect on patient survival. The growing PDAC tumour mass with high densities of cells and extracellular matrix (ECM) proteins, i.e., collagen, results in high interstitial pressure, leading to vasculature collapse and a dense, hypoxic, mechanically stiff stroma with reduced interstitial flow, critical to drug delivery to cells. Despite this, most drug studies are performed on cellular models that neglect these biophysical barriers to drug delivery. Microfluidic technology offers a promising platform to emulate tumour biophysical characteristics with appropriate flow conditions and transport dynamics. We present a microfluidic PDAC culture model, encompassing the disease's biophysical barriers to therapeutics, to evaluate the use of the angiotensin II receptor blocker losartan, which has been found to have matrix-depleting properties, on improving gemcitabine efficacy. PDAC cells were seeded into our 5-channel microfluidic device for a 21-day culture to mimic the rigid, collagenous PDAC stroma with reduced interstitial flow, which is critical to drug delivery to the cancer cells, and for assessment with gemcitabine and losartan treatment. With losartan, our culture matrix was more porous with less collagen, resulting in increased hydraulic conductivity of the culture interstitial space and improved gemcitabine effect. We demonstrate the importance of modelling tumour biophysical barriers to successfully assess new drugs and delivery methods.
Collapse
Affiliation(s)
- Delanyo Kpeglo
- Molecular and Nanoscale Physics Group, School of Physics and Astronomy, University of Leeds, LS2 9 JT, UK.
| | - Malcolm Haddrick
- Medicines Discovery Catapult, Block 35, Mereside Alderley Park, Alderley Edge, SK10 4TG, UK
| | - Margaret A Knowles
- Leeds Institute of Medical Research at St James's (LIMR), School of Medicine, University of Leeds, LS2 9 JT, UK
| | - Stephen D Evans
- Molecular and Nanoscale Physics Group, School of Physics and Astronomy, University of Leeds, LS2 9 JT, UK.
| | - Sally A Peyman
- Molecular and Nanoscale Physics Group, School of Physics and Astronomy, University of Leeds, LS2 9 JT, UK.
- Leeds Institute of Medical Research at St James's (LIMR), School of Medicine, University of Leeds, LS2 9 JT, UK
| |
Collapse
|
6
|
Rudolph D, Ischyropoulou M, Pfeifer J, Napp J, Schepers U, Alves F, Feldmann C. Cocktail of lipophilic and hydrophilic chemotherapeutics in high-load core@shell nanocarriers to treat pancreatic tumours. NANOSCALE ADVANCES 2024; 6:973-984. [PMID: 38298597 PMCID: PMC10825944 DOI: 10.1039/d3na00720k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 12/24/2023] [Indexed: 02/02/2024]
Abstract
ITC/Toc@Gd2(FLP)3 core@shell nanocarriers with a chemotherapeutic cocktail of lipophilic irinotecan (ITC) as the particle core and hydrophilic fludarabine phosphate (FLP) in the particle shell are realized. They are prepared via a microemulsion approach with ITC dissolved in tocopherol (Toc) as droplet phase and stabilized by water-insoluble Gd2(FLP)3. The synthesis can be followed by zeta-potential analysis. X-ray powder diffraction, infrared spectroscopy, elemental analysis, thermogravimetry, and photometry show a drug load of 49 μg per mL ITC and 317 μg per mL FLP at a nanocarrier concentration of 1.5 mg mL-1. Size and structure are evidenced by electron microscopy, resulting in a total diameter of 45 ± 16 nm, an inner core of 40 ± 17 nm, and a shell of 3-8 nm. In vitro studies with different cancer cell lines (i.e., human melanoma/SK-Mel-28, cervical cancer/HeLa, mouse pancreatic cancer/Panc02 and KPC as well as human pancreatic cancer/Capan-1 cells) prove efficient nanocarrier uptake and promising cytostatic efficacy. Specifically for KPC cells, ITC/Toc@Gd2(FLP)3 nanocarriers show an increased efficacy, with half maximal inhibitory concentration (IC50: 4.2 μM) > 10 times lower than the free drugs (IC50: ITC: 47.7 μM, FLP: 143 μM). This points to the synergistic effect of the ITC/FLP drug cocktail in the nanocarriers and may result in a promising strategy to treat pancreatic ductal adenocarcinoma (PDAC).
Collapse
Affiliation(s)
- David Rudolph
- Institute for Inorganic Chemistry (IAC), Karlsruhe Institute of Technology (KIT) Engesserstraße 15 76131 Karlsruhe Germany
| | - Myrto Ischyropoulou
- University Medical Center Goettingen (UMG), Institute for Diagnostic and Interventional Radiology Robert-Koch-Straße 40 37075 Göttingen Germany
- Max-Planck-Institute for Multidisciplinary Sciences (MPI-NAT), Translational Molecular Imaging Hermann-Rein-Straße 3 37075 Göttingen Germany
| | - Juliana Pfeifer
- Institute of Functional Interfaces, Karlsruhe Institute of Technology (KIT) Hermann-von-Helmholtz-Platz 1 76344 Eggenstein-Leopoldshafen Germany
| | - Joanna Napp
- University Medical Center Goettingen (UMG), Institute for Diagnostic and Interventional Radiology Robert-Koch-Straße 40 37075 Göttingen Germany
- Max-Planck-Institute for Multidisciplinary Sciences (MPI-NAT), Translational Molecular Imaging Hermann-Rein-Straße 3 37075 Göttingen Germany
| | - Ute Schepers
- Institute of Functional Interfaces, Karlsruhe Institute of Technology (KIT) Hermann-von-Helmholtz-Platz 1 76344 Eggenstein-Leopoldshafen Germany
| | - Frauke Alves
- University Medical Center Goettingen (UMG), Institute for Diagnostic and Interventional Radiology Robert-Koch-Straße 40 37075 Göttingen Germany
- Max-Planck-Institute for Multidisciplinary Sciences (MPI-NAT), Translational Molecular Imaging Hermann-Rein-Straße 3 37075 Göttingen Germany
- Clinic of Hematology and Medical Oncology, University Medical Center Göttingen Robert-Koch-Straße 40 37075 Göttingen Germany
| | - Claus Feldmann
- Institute for Inorganic Chemistry (IAC), Karlsruhe Institute of Technology (KIT) Engesserstraße 15 76131 Karlsruhe Germany
| |
Collapse
|
7
|
Afaq F, Agarwal S, Bajpai P, Diffalha SA, Kim HG, Peter S, Khushman M, Chauhan SC, Mukherjee P, Varambally S, Manne U. Targeting of oncogenic AAA-ATPase TRIP13 reduces progression of pancreatic ductal adenocarcinoma. Neoplasia 2024; 47:100951. [PMID: 38039923 PMCID: PMC10716004 DOI: 10.1016/j.neo.2023.100951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 11/21/2023] [Accepted: 11/21/2023] [Indexed: 12/03/2023]
Abstract
Thyroid hormone receptor-interacting protein 13 (TRIP13) is involved in cancer progression, but its role in pancreatic ductal adenocarcinoma (PDAC) is unknown. Thus, we assessed the expression, functional role, and mechanism of action of TRIP13 in PDAC. We further examined the efficacy of TRIP13 inhibitor, DCZ0415, alone or in combination with gemcitabine on malignant phenotypes, tumor progression, and immune response. We found that TRIP13 was overexpressed in human PDACs relative to corresponding normal pancreatic tissues. TRIP13 knockdown or treatment of PDAC cells with DCZ0415 reduced proliferation and colony formation, and induced G2/M cell cycle arrest and apoptosis. Additionally, TRIP13 knockdown or targeting with DCZ0415 reduced the migration and invasion of PDAC cells by increasing E-cadherin and decreasing N-cadherin and vimentin. Pharmacologic targeting or silencing of TRIP13 also resulted in reduce expression of FGFR4 and STAT3 phosphorylation, and downregulation of the Wnt/β-catenin pathway. In immunocompromised mouse models of PDAC, knockdown of TRIP13 or treatment with DCZ0415 reduced tumor growth and metastasis. In an immunocompetent syngeneic PDAC model, DCZ0415 treatment enhanced the immune response by lowering expression of PD1/PDL1, increasing granzyme B/perforin expression, and facilitating infiltration of CD3/CD4 T-cells. Further, DCZ0415 potentiated the anti-metastatic and anti-tumorigenic activities of gemcitabine by reducing proliferation and angiogenesis and by inducing apoptosis and the immune response. These preclinical findings show that TRIP13 is involved in PDAC progression and targeting of TRIP13 augments the anticancer effect of gemcitabine.
Collapse
Affiliation(s)
- Farrukh Afaq
- Department of Pathology, University of Alabama at Birmingham, USA
| | - Sumit Agarwal
- Department of Pathology, University of Alabama at Birmingham, USA
| | - Prachi Bajpai
- Department of Pathology, University of Alabama at Birmingham, USA
| | - Sameer Al Diffalha
- Department of Pathology, University of Alabama at Birmingham, USA; O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, USA
| | - Hyung-Gyoon Kim
- Department of Pathology, University of Alabama at Birmingham, USA
| | - Shajan Peter
- Department of Medicine, Division of Gastroenterology, University of Alabama at Birmingham, USA
| | - Moh'd Khushman
- Department of Medicine, Division of Medical Oncology, Washington University in St. Louis, USA
| | - Subhash C Chauhan
- Department of Immunology and Microbiology, School of Medicine, University of Texas Rio Grande Valley, USA
| | - Priyabrata Mukherjee
- Department of Pathology, the University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Sooryanarayana Varambally
- Department of Pathology, University of Alabama at Birmingham, USA; O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, USA
| | - Upender Manne
- Department of Pathology, University of Alabama at Birmingham, USA; O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, USA.
| |
Collapse
|
8
|
Kaçaroğlu D, Yaylacı S, Gurbuz N. Anti-tumorigenic effects of naive and TLR4-primed adipose-derived mesenchymal stem cells on pancreatic ductal adenocarcinoma cells. Cancer Med 2024; 13:e6964. [PMID: 38379331 PMCID: PMC10831913 DOI: 10.1002/cam4.6964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 01/09/2024] [Accepted: 01/14/2024] [Indexed: 02/22/2024] Open
Abstract
BACKGROUND One of the main reasons for the unsuccessful treatment of pancreatic cancer is the intense desmoplastic pancreatic microenvironment. In the literature, the effects of mesenchymal stem cells (MSCs) and their inflammatory phenotypes on cancer cells have been a subject of controversy. Therefore, it is crucial to elucidate the underlying mechanisms of this interaction, especially in the context of pancreatic cancer. We aimed to investigate the effects of naive, TLR4-activated, and TLR4-inhibited phenotypes of adipose-derived MSCs (ADMSC) on pancreatic ductal cell line (Panc-1). METHODS AND MATERIALS Adipose-derived MSCs were induced into a proinflammatory phenotype using a 0.5 μg/mL dose of TLR4 agonist, while an anti-inflammatory phenotype was generated in ADMSCs using a 25 μg/mL dose of TLR4 antagonist. We observed that the proliferation of Panc-1 cells was inhibited when naive ADMSCs:Panc-1(10:1) and proinflammatory ADMSCs:Panc-1(10:1) were directly cocultured. RESULTS In indirect coculture, both naive and proinflammatory ADMSCs exhibited a significant 10-fold increase in their inhibitory effect on the proliferation and colony forming capacity of Panc-1 cells, with the added benefit of inducing apoptosis. In our study, both naive and proinflammatory ADMSCs were found to regulate the expression of genes associated with metastasis (MMP2, KDR, MMP9, TIMP1, IGF2R, and COL1A1) and EMT (CDH1, VIM, ZEB1, and CLDN1) in Panc-1 cells. Remarkably, both naive and proinflammatory ADMSCs demonstrated antitumor effects on Panc-1 cells. However, it was observed that anti-inflammatory ADMSCs showed tumor-promoting effects instead. Furthermore, we observed a reciprocal influence between ADMSCs and Panc-1 cells on each other's proinflammatory cytokine expressions, suggesting a dynamic interplay within the tumor microenvironment. CONCLUSIONS These findings underscore the significance of both the naive state and different inflammatory phenotypes of MSCs in the microenvironment and represent a pivotal step toward the development of novel therapeutic approaches for pancreatic cancer. Understanding the intricate interactions between MSCs and cancer cells may open new avenues for targeted interventions in cancer therapy.
Collapse
Affiliation(s)
- Demet Kaçaroğlu
- Department of Medical Biology, Faculty of MedicineSuleyman Demirel UniversityIspartaTurkey
- Department of Medical Biology, Faculty of MedicineLokman Hekim UniversityAnkaraTurkey
| | - Seher Yaylacı
- Department of Medical Biology, Faculty of MedicineLokman Hekim UniversityAnkaraTurkey
| | - Nilgun Gurbuz
- Department of Medical Biology, Faculty of MedicineSuleyman Demirel UniversityIspartaTurkey
| |
Collapse
|
9
|
Izdebska WM, Daniluk J, Niklinski J. Microbiome and MicroRNA or Long Non-Coding RNA-Two Modern Approaches to Understanding Pancreatic Ductal Adenocarcinoma. J Clin Med 2023; 12:5643. [PMID: 37685710 PMCID: PMC10488817 DOI: 10.3390/jcm12175643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 08/18/2023] [Accepted: 08/19/2023] [Indexed: 09/10/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of humans' most common and fatal neoplasms. Nowadays, a number of PDAC studies are being conducted in two different fields: non-coding RNA (especially microRNA and long non-coding RNA) and microbiota. It has been recently discovered that not only does miRNA affect particular bacteria in the gut microbiome that can promote carcinogenesis in the pancreas, but the microbiome also has a visible impact on the miRNA. This suggests that it is possible to use the combined impact of the microbiome and noncoding RNA to suppress the development of PDAC. Nevertheless, insufficient research has focused on bounding both approaches to the diagnosis, treatment, and prevention of pancreatic ductal adenocarcinoma. In this article, we summarize the recent literature on the molecular basis of carcinogenesis in the pancreas, the two-sided impact of particular types of non-coding RNA and the pancreatic cancer microbiome, and possible medical implications of the discovered phenomenon.
Collapse
Affiliation(s)
- Wiktoria Maria Izdebska
- Department of Gastroenterology and Internal Medicine, Medical University of Bialystok, 15-089 Bialystok, Poland
| | - Jaroslaw Daniluk
- Department of Gastroenterology and Internal Medicine, Medical University of Bialystok, 15-089 Bialystok, Poland
| | - Jacek Niklinski
- Department of Clinical Molecular Biology, Medical University of Bialystok, 15-089 Bialystok, Poland
| |
Collapse
|
10
|
Marin AM, Batista M, Korte de Azevedo AL, Bombardelli Gomig TH, Soares Caldeira Brant R, Chammas R, Uno M, Dias Araújo D, Zanette DL, Nóbrega Aoki M. Screening of Exosome-Derived Proteins and Their Potential as Biomarkers in Diagnostic and Prognostic for Pancreatic Cancer. Int J Mol Sci 2023; 24:12604. [PMID: 37628784 PMCID: PMC10454563 DOI: 10.3390/ijms241612604] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Revised: 07/11/2023] [Accepted: 07/18/2023] [Indexed: 08/27/2023] Open
Abstract
In the oncological area, pancreatic cancer is one of the most lethal diseases, with 5-year survival rising just 10% in high-development countries. This disease is genetically characterized by KRAS as a driven mutation followed by SMAD4, CDKN2, and TP53-associated mutations. In clinical aspects, pancreatic cancer presents unspecific clinical symptoms with the absence of screening and early plasmatic biomarker, being that CA19-9 is the unique plasmatic biomarker having specificity and sensitivity limitations. We analyzed the plasmatic exosome proteomic profile of 23 patients with pancreatic cancer and 10 healthy controls by using Nanoscale liquid chromatography coupled to tandem mass spectrometry (NanoLC-MS/MS). The pancreatic cancer patients were subdivided into IPMN and PDAC. Our findings show 33, 34, and 7 differentially expressed proteins when comparing the IPMN vs. control, PDAC-No treatment vs. control, and PDAC-No treatment vs. IPMN groups, highlighting proteins of the complement system and coagulation, such as C3, APOB, and SERPINA. Additionally, PDAC with no treatment showed 11 differentially expressed proteins when compared to Folfirinox neoadjuvant therapy or Gemcitabine adjuvant therapy. So here, we found plasmatic exosome-derived differentially expressed proteins among cancer patients (IPMN, PDAC) when comparing with healthy controls, which could represent alternative biomarkers for diagnostic and prognostic evaluation, supporting further scientific and clinical studies on pancreatic cancer.
Collapse
Affiliation(s)
- Anelis Maria Marin
- Laboratory for Applied Science and Technology in Health, Carlos Chagas Institute, Oswaldo Cruz Foundation (Fiocruz), Curitiba 81350-010, Brazil; (A.M.M.); (M.B.); (D.L.Z.)
| | - Michel Batista
- Laboratory for Applied Science and Technology in Health, Carlos Chagas Institute, Oswaldo Cruz Foundation (Fiocruz), Curitiba 81350-010, Brazil; (A.M.M.); (M.B.); (D.L.Z.)
- Mass Spectrometry Facility RPT02H, Carlos Chagas Institute, Oswaldo Cruz Foundation (Fiocruz), Curitiba 81350-010, Brazil
| | - Alexandre Luiz Korte de Azevedo
- Laboratory of Human Cytogenetics and Oncogenetics, Genetic Department, University of Parana State (UFPR), Curitiba 80060-000, Brazil; (A.L.K.d.A.); (T.H.B.G.)
| | - Talita Helen Bombardelli Gomig
- Laboratory of Human Cytogenetics and Oncogenetics, Genetic Department, University of Parana State (UFPR), Curitiba 80060-000, Brazil; (A.L.K.d.A.); (T.H.B.G.)
| | - Rodrigo Soares Caldeira Brant
- Mass Spectrometry Facility RPT02H, Carlos Chagas Institute, Oswaldo Cruz Foundation (Fiocruz), Curitiba 81350-010, Brazil
| | - Roger Chammas
- Center for Translational Research in Oncology (LIM24), Instituto do Cancer do Estado de Sao Paulo (ICESP), Hospital das Clinicas da Faculdade de Medicina da Universidade de Sao Paulo (HCFMUSP), Comprehensive Center for Precision Oncology (C2PO), Universidade de São Paulo, São Paulo 05508-220, Brazil; (R.C.); (M.U.); (D.D.A.)
| | - Miyuki Uno
- Center for Translational Research in Oncology (LIM24), Instituto do Cancer do Estado de Sao Paulo (ICESP), Hospital das Clinicas da Faculdade de Medicina da Universidade de Sao Paulo (HCFMUSP), Comprehensive Center for Precision Oncology (C2PO), Universidade de São Paulo, São Paulo 05508-220, Brazil; (R.C.); (M.U.); (D.D.A.)
| | - Diogo Dias Araújo
- Center for Translational Research in Oncology (LIM24), Instituto do Cancer do Estado de Sao Paulo (ICESP), Hospital das Clinicas da Faculdade de Medicina da Universidade de Sao Paulo (HCFMUSP), Comprehensive Center for Precision Oncology (C2PO), Universidade de São Paulo, São Paulo 05508-220, Brazil; (R.C.); (M.U.); (D.D.A.)
| | - Dalila Luciola Zanette
- Laboratory for Applied Science and Technology in Health, Carlos Chagas Institute, Oswaldo Cruz Foundation (Fiocruz), Curitiba 81350-010, Brazil; (A.M.M.); (M.B.); (D.L.Z.)
| | - Mateus Nóbrega Aoki
- Laboratory for Applied Science and Technology in Health, Carlos Chagas Institute, Oswaldo Cruz Foundation (Fiocruz), Curitiba 81350-010, Brazil; (A.M.M.); (M.B.); (D.L.Z.)
| |
Collapse
|
11
|
Hadisurya M, Li L, Kuwaranancharoen K, Wu X, Lee ZC, Alcalay RN, Padmanabhan S, Tao WA, Iliuk A. Quantitative proteomics and phosphoproteomics of urinary extracellular vesicles define putative diagnostic biosignatures for Parkinson's disease. COMMUNICATIONS MEDICINE 2023; 3:64. [PMID: 37165152 PMCID: PMC10172329 DOI: 10.1038/s43856-023-00294-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 04/27/2023] [Indexed: 05/12/2023] Open
Abstract
BACKGROUND Mutations in the leucine-rich repeat kinase 2 (LRRK2) gene have been recognized as genetic risk factors for Parkinson's disease (PD). However, compared to cancer, fewer genetic mutations contribute to the cause of PD, propelling the search for protein biomarkers for early detection of the disease. METHODS Utilizing 138 urine samples from four groups, healthy individuals (control), healthy individuals with G2019S mutation in the LRRK2 gene (non-manifesting carrier/NMC), PD individuals without G2019S mutation (idiopathic PD/iPD), and PD individuals with G2019S mutation (LRRK2 PD), we applied a proteomics strategy to determine potential diagnostic biomarkers for PD from urinary extracellular vesicles (EVs). RESULTS After efficient isolation of urinary EVs through chemical affinity followed by mass spectrometric analyses of EV peptides and enriched phosphopeptides, we identify and quantify 4476 unique proteins and 2680 unique phosphoproteins. We detect multiple proteins and phosphoproteins elevated in PD EVs that are known to be involved in important PD pathways, in particular the autophagy pathway, as well as neuronal cell death, neuroinflammation, and formation of amyloid fibrils. We establish a panel of proteins and phosphoproteins as novel candidates for disease biomarkers and substantiate the biomarkers using machine learning, ROC, clinical correlation, and in-depth network analysis. Several putative disease biomarkers are further partially validated in patients with PD using parallel reaction monitoring (PRM) and immunoassay for targeted quantitation. CONCLUSIONS These findings demonstrate a general strategy of utilizing biofluid EV proteome/phosphoproteome as an outstanding and non-invasive source for a wide range of disease exploration.
Collapse
Affiliation(s)
- Marco Hadisurya
- Department of Biochemistry, Purdue University, West Lafayette, IN, 47907, USA
| | - Li Li
- Tymora Analytical Operations, West Lafayette, IN, 47906, USA
| | | | - Xiaofeng Wu
- Department of Chemistry, Purdue University, West Lafayette, IN, 47907, USA
| | - Zheng-Chi Lee
- Department of Biochemistry, Purdue University, West Lafayette, IN, 47907, USA
- West Lafayette Junior/Senior High School, West Lafayette, IN, 47906, USA
| | - Roy N Alcalay
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Shalini Padmanabhan
- The Michael J. Fox Foundation for Parkinson's Research, New York City, NY, 10163, USA
| | - W Andy Tao
- Department of Biochemistry, Purdue University, West Lafayette, IN, 47907, USA.
- Tymora Analytical Operations, West Lafayette, IN, 47906, USA.
- Department of Chemistry, Purdue University, West Lafayette, IN, 47907, USA.
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, 47907, USA.
- Purdue Institute for Cancer Research, Purdue University, West Lafayette, IN, 47907, USA.
| | - Anton Iliuk
- Department of Biochemistry, Purdue University, West Lafayette, IN, 47907, USA.
- Tymora Analytical Operations, West Lafayette, IN, 47906, USA.
| |
Collapse
|
12
|
Myo Min KK, Ffrench CB, Jessup CF, Shepherdson M, Barreto SG, Bonder CS. Overcoming the Fibrotic Fortress in Pancreatic Ductal Adenocarcinoma: Challenges and Opportunities. Cancers (Basel) 2023; 15:cancers15082354. [PMID: 37190281 DOI: 10.3390/cancers15082354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 04/06/2023] [Accepted: 04/14/2023] [Indexed: 05/17/2023] Open
Abstract
An overabundance of desmoplasia in the tumour microenvironment (TME) is one of the defining features that influences pancreatic ductal adenocarcinoma (PDAC) development, progression, metastasis, and treatment resistance. Desmoplasia is characterised by the recruitment and activation of fibroblasts, heightened extracellular matrix deposition (ECM) and reduced blood supply, as well as increased inflammation through an influx of inflammatory cells and cytokines, creating an intrinsically immunosuppressive TME with low immunogenic potential. Herein, we review the development of PDAC, the drivers that initiate and/or sustain the progression of the disease and the complex and interwoven nature of the cellular and acellular components that come together to make PDAC one of the most aggressive and difficult to treat cancers. We review the challenges in delivering drugs into the fortress of PDAC tumours in concentrations that are therapeutic due to the presence of a highly fibrotic and immunosuppressive TME. Taken together, we present further support for continued/renewed efforts focusing on aspects of the extremely dense and complex TME of PDAC to improve the efficacy of therapy for better patient outcomes.
Collapse
Affiliation(s)
- Kay K Myo Min
- Centre for Cancer Biology, University of South Australia and SA Pathology, Adelaide, SA 5000, Australia
| | - Charlie B Ffrench
- Centre for Cancer Biology, University of South Australia and SA Pathology, Adelaide, SA 5000, Australia
| | - Claire F Jessup
- College of Medicine & Public Health, Flinders University, Bedford Park, SA 5042, Australia
- Adelaide Medical School, University of Adelaide, Adelaide, SA 5000, Australia
| | - Mia Shepherdson
- College of Medicine & Public Health, Flinders University, Bedford Park, SA 5042, Australia
- Hepatopancreatobiliary & Liver Transplant Unit, Division of Surgery & Perioperative Medicine, Flinders Medical Centre, Bedford Park, SA 5042, Australia
| | - Savio George Barreto
- College of Medicine & Public Health, Flinders University, Bedford Park, SA 5042, Australia
- Hepatopancreatobiliary & Liver Transplant Unit, Division of Surgery & Perioperative Medicine, Flinders Medical Centre, Bedford Park, SA 5042, Australia
| | - Claudine S Bonder
- Centre for Cancer Biology, University of South Australia and SA Pathology, Adelaide, SA 5000, Australia
- Adelaide Medical School, University of Adelaide, Adelaide, SA 5000, Australia
| |
Collapse
|
13
|
Single-cell and bulk RNA sequencing identifies T cell marker genes score to predict the prognosis of pancreatic ductal adenocarcinoma. Sci Rep 2023; 13:3684. [PMID: 36878969 PMCID: PMC9988929 DOI: 10.1038/s41598-023-30972-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Accepted: 03/03/2023] [Indexed: 03/08/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the lethal malignancies, with limited biomarkers identified to predict its prognosis and treatment response of immune checkpoint blockade (ICB). This study aimed to explore the predictive ability of T cell marker genes score (TMGS) to predict their overall survival (OS) and treatment response to ICB by integrating single-cell RNA sequencing (scRNA-seq) and bulk RNA-seq data. Multi-omics data of PDAC were applied in this study. The uniform manifold approximation and projection (UMAP) was utilized for dimensionality reduction and cluster identification. The non-negative matrix factorization (NMF) algorithm was applied to molecular subtypes clustering. The Least Absolute Shrinkage and Selection Operator (LASSO)-Cox regression was adopted for TMGS construction. The prognosis, biological characteristics, mutation profile, and immune function status between different groups were compared. Two molecular subtypes were identified via NMF: proliferative PDAC (C1) and immune PDAC (C2). Distinct prognoses and biological characteristics were observed between them. TMGS was developed based on 10 T cell marker genes (TMGs) through LASSO-Cox regression. TMGS is an independent prognostic factor of OS in PDAC. Enrichment analysis indicated that cell cycle and cell proliferation-related pathways are significantly enriched in the high-TMGS group. Besides, high-TMGS is related to more frequent KRAS, TP53, and CDKN2A germline mutations than the low-TMGS group. Furthermore, high-TMGS is significantly associated with attenuated antitumor immunity and reduced immune cell infiltration compared to the low-TMGS group. However, high TMGS is correlated to higher tumor mutation burden (TMB), a low expression level of inhibitory immune checkpoint molecules, and a low immune dysfunction score, thus having a higher ICB response rate. On the contrary, low TMGS is related to a favorable response rate to chemotherapeutic agents and targeted therapy. By combining scRNA-seq and bulk RNA-seq data, we identified a novel biomarker, TMGS, which has remarkable performance in predicting the prognosis and guiding the treatment pattern for patients with PDAC.
Collapse
|
14
|
Liu T, Chen J, Liu AA, Chen L, Liang X, Peng JF, Zheng MH, Li JD, Cao YB, Shao CH. Identifying Liver Metastasis-Related Genes Through a Coexpression Network to Construct a 5-Gene Model for Predicting Pancreatic Ductal Adenocarcinoma Patient Prognosis. Pancreas 2023; 52:e151-e162. [PMID: 37523607 DOI: 10.1097/mpa.0000000000002229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/02/2023]
Abstract
OBJECTIVES This study aimed to develop a liver metastasis-related gene prognostic index (LMPI) for pancreatic ductal adenocarcinoma prognosis and therapy. METHODS The Cancer Genome Atlas data set was used to identify liver metastasis-related hub genes via weighted gene coexpression network analysis. The core genes were identified to construct an LMPI by using the Cox regression method. An immune cell abundance identifier was applied to determine the immune cell abundance. RESULTS A total of 78 hub liver metastasis-related genes in the black module were significantly enriched in complement and coagulation cascades, fat digestion and absorption, and the PPAR signaling pathway. Then, an LMPI was constructed on the basis of the 5 prognostic genes (MOGAT3, ASGR1, TRPM8, SGSM1, and LOC101927851). Patients with higher LMPI scores had poor overall survival, more co-occurring or mutually exclusive pairs of driver gene mutations, and less benefit from immunotherapy than patients with lower LMPI scores. In addition, a high correlation was also found between LMPI scores and immune infiltration, such as CD4 naive, CD8 T, cytotoxic T, T helper 2, follicular helper T, and natural killer cells. CONCLUSIONS The core genes of the LMPI developed may be independent factors for predicting prognosis, immune characteristics, and immunotherapy efficacy in pancreatic ductal adenocarcinoma.
Collapse
Affiliation(s)
| | | | - An-An Liu
- Department of Pancreatic-biliary Surgery, Changzheng Hospital, Navy Medical University, Shanghai
| | - Long Chen
- Department of Pancreatic-biliary Surgery, Changzheng Hospital, Navy Medical University, Shanghai
| | - Xing Liang
- Department of Pancreatic-biliary Surgery, Changzheng Hospital, Navy Medical University, Shanghai
| | - Jun-Feng Peng
- Department of Pancreatic-biliary Surgery, Changzheng Hospital, Navy Medical University, Shanghai
| | - Ming-Hui Zheng
- Department of Pancreatic-biliary Surgery, Changzheng Hospital, Navy Medical University, Shanghai
| | - Ju-Dong Li
- Department of Pancreatic-biliary Surgery, Changzheng Hospital, Navy Medical University, Shanghai
| | | | - Cheng-Hao Shao
- Department of Pancreatic-biliary Surgery, Changzheng Hospital, Navy Medical University, Shanghai
| |
Collapse
|
15
|
Mortazavi M, Raufi E, Damghani T, Khoshneviszadeh M, Edraki N, Eskandari M, Giovannetti E, Peters GJ, Pirhadi S, Firuzi O. Discovery of anticancer agents with c-Met inhibitory potential by virtual and experimental screening of a chemical library. Eur J Pharmacol 2023; 938:175395. [PMID: 36410418 DOI: 10.1016/j.ejphar.2022.175395] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 11/12/2022] [Accepted: 11/15/2022] [Indexed: 11/21/2022]
Abstract
c-Met receptor tyrosine kinase has recently emerged as an important target with therapeutic implications in pancreatic cancer. In this study, we carried out a docking virtual screening on an in-house library of 441 synthesized compounds and selected the compounds with the best interactions with the c-Met protein to be subjected to experimental tests. Ten compounds belonging to 3 different classes of chemical structures were selected for this purpose and their antiproliferative effects were studied against 4 pancreatic ductal adenocarcinoma (PDAC) cell lines including AsPC-1, Suit-2, Panc-1 and Mia-Paca-2 cells, primary PDAC cells and also c-Met amplified EBC-1 cell line by sulforhodamine-B assay. Apoptosis induction was examined by Hoechst 33258 staining and annexin V-FITC/propidium iodide flow cytometric assay. The best compound was also assayed in three-dimensional cultures of AsPC-1 cells and its c-Met inhibitory potential was studied by immunoblotting and a homogenous time resolved fluorescence (HTRF) assay. The compound with a phenanthrotriazine hydrazinyl scaffold bearing nitrophenyl pendant (PhTH) was the most active derivative, with IC50 values in the range of 5-8 μM. This compound exerted antiproliferative effect against AsPC-1 cells also in the presence of hepatocyte growth factor (HGF). PhTH induced apoptosis, dose-dependently inhibited spheroid growth, inhibited c-Met activity in cell-free HTRF assay and also inhibited the phosphorylation of c-Met and its downstream effector ERK1/2 in AsPC-1 cells. Molecular docking and dynamics simulation and MM-PBSA analysis confirmed close interactions of PhTH with c-Met kinase domain. Some of the tested compounds in this study seem to be potential c-Met inhibitors with promising activities against PDAC cells.
Collapse
Affiliation(s)
- Motahareh Mortazavi
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Elaheh Raufi
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Tahereh Damghani
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mehdi Khoshneviszadeh
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran; Department of Medicinal Chemistry, Shiraz University of Medical Sciences, Iran
| | - Najmeh Edraki
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Masoomeh Eskandari
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Elisa Giovannetti
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center (VUmc), Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; Cancer Pharmacology Lab, AIRC Start Up Unit, Fondazione Pisana per La Scienza, Pisa, Italy
| | - Godefridus J Peters
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center (VUmc), Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; Department of Biochemistry, Medical University of Gdansk, Gdansk, Poland
| | - Somayeh Pirhadi
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.
| | - Omidreza Firuzi
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.
| |
Collapse
|
16
|
Khan R, Panja S, Ding L, Tang S, Tang W, Kapoor E, Bennett RG, Oupický D. Polymeric Chloroquine as an Effective Antimigration Agent in the Treatment of Pancreatic Cancer. Mol Pharm 2022; 19:4631-4643. [PMID: 36346968 DOI: 10.1021/acs.molpharmaceut.2c00596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Hydroxychloroquine (HCQ) has been the subject of multiple recent preclinical and clinical studies for its beneficial use in the combination treatments of different types of cancers. Polymeric HCQ (PCQ), a macromolecular multivalent version of HCQ, has been shown to be effective in various cancer models both in vitro and in vivo as an inhibitor of cancer cell migration and experimental lung metastasis. Here, we present detailed in vitro studies that show that low concentrations of PCQ can efficiently inhibit cancer cell migration and colony formation orders of magnitude more effectively compared to HCQ. After intraperitoneal administration of PCQ in vivo, high levels of tumor accumulation and penetration are observed, combined with strong antimetastatic activity in an orthotopic pancreatic cancer model. These studies support the idea that PCQ may be effectively used at low doses as an adjuvant in the therapy of pancreatic cancer. In conjunction with previously published literature, these studies further undergird the potential of PCQ as an anticancer agent.
Collapse
Affiliation(s)
- Rubayat Khan
- Center for Drug Delivery and Nanomedicine, Department of Pharmaceutical Sciences, College of Pharmacy, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
| | - Sudipta Panja
- Center for Drug Delivery and Nanomedicine, Department of Pharmaceutical Sciences, College of Pharmacy, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
| | - Ling Ding
- Center for Drug Delivery and Nanomedicine, Department of Pharmaceutical Sciences, College of Pharmacy, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
| | - Siyuan Tang
- Center for Drug Delivery and Nanomedicine, Department of Pharmaceutical Sciences, College of Pharmacy, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
| | - Weimin Tang
- Center for Drug Delivery and Nanomedicine, Department of Pharmaceutical Sciences, College of Pharmacy, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
| | - Ekta Kapoor
- Center for Drug Delivery and Nanomedicine, Department of Pharmaceutical Sciences, College of Pharmacy, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
| | - Robert G Bennett
- Department of Internal Medicine and Biochemistry & Molecular Biology, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States.,Research Service, Nebraska-Western Iowa Health Care System, Omaha, Nebraska 68105, United States
| | - David Oupický
- Center for Drug Delivery and Nanomedicine, Department of Pharmaceutical Sciences, College of Pharmacy, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
| |
Collapse
|
17
|
Alexander HC, Nguyen CH, Chu MJJ, Tarr GP, Han CH, Thomas RH, Holden AH, Bartlett ASJR. Transarterial Radioembolization for Hepatic Metastases of Pancreatic Adenocarcinoma: A Systematic Review. J Vasc Interv Radiol 2022; 33:1559-1569.e2. [PMID: 36084842 DOI: 10.1016/j.jvir.2022.08.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 08/19/2022] [Accepted: 08/29/2022] [Indexed: 11/16/2022] Open
Abstract
PURPOSE To assess the safety and effectiveness of transarterial radioembolization (TARE) in the treatment of hepatic metastases from pancreatic ductal adenocarcinoma (PDAC). MATERIALS AND METHODS A systematic search of the Embase and MEDLINE databases was conducted using keywords and Medical Subject Headings terms related to TARE and hepatic metastases from PDAC. Observational studies and clinical trials reporting overall survival (OS), hepatic progression-free survival (hPFS), or tumor response after TARE were included. RESULTS Eight studies, comprising 145 patients with metastatic PDAC, met the inclusion criteria. No randomized controlled trials were identified, and 4 studies were prospective. Forty-four (30.3%) patients underwent previous pancreatic resection, and 66 (45.5%) had extrahepatic metastases at the time of TARE. Most studies (n = 6) used resin microspheres for TARE. The pooled disease control rate was 69.4% at a median of 3 months. The median OS from the time of TARE ranged from 3.7 to 9 months. The median hPFS ranged from 2.4 to 5.2 months. There were 31 Grade 3-4 biochemical toxicities and 4 treatment-related deaths. CONCLUSIONS The role of TARE in patients with hepatic metastases from PDAC remains unclear owing to low patient numbers, limited prospective data, and heterogeneity in the study design. Further prospective studies are required to evaluate the role of TARE in carefully selected patients with liver-only metastatic disease.
Collapse
Affiliation(s)
- Harry C Alexander
- Department of Radiology, Auckland District Health Board, Auckland, New Zealand.
| | - Cindy H Nguyen
- Department of Surgery, Auckland District Health Board, Auckland, New Zealand
| | - Michael J J Chu
- Department of Surgery, Auckland District Health Board, Auckland, New Zealand
| | - Gregory P Tarr
- Department of Radiology, Auckland District Health Board, Auckland, New Zealand
| | - Catherine H Han
- Department of Pharmacology and Clinical Pharmacology, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Robert H Thomas
- Department of Radiology, Imperial College London, London, United Kingdom
| | - Andrew H Holden
- Department of Radiology, Auckland District Health Board, Auckland, New Zealand
| | - Adam S J R Bartlett
- Department of Surgery, Auckland District Health Board, Auckland, New Zealand
| |
Collapse
|
18
|
Chen S, Zhou S, Huang YE, Yuan M, Lei W, Chen J, Lin K, Jiang W. Estimating Metastatic Risk of Pancreatic Ductal Adenocarcinoma at Single-Cell Resolution. Int J Mol Sci 2022; 23:ijms232315020. [PMID: 36499343 PMCID: PMC9736800 DOI: 10.3390/ijms232315020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Revised: 11/26/2022] [Accepted: 11/26/2022] [Indexed: 12/03/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is characterized by intra-tumoral heterogeneity, and patients are always diagnosed after metastasis. Thus, finding out how to effectively estimate metastatic risk underlying PDAC is necessary. In this study, we proposed scMetR to evaluate the metastatic risk of tumor cells based on single-cell RNA sequencing (scRNA-seq) data. First, we identified diverse cell types, including tumor cells and other cell types. Next, we grouped tumor cells into three sub-populations according to scMetR score, including metastasis-featuring tumor cells (MFTC), transitional metastatic tumor cells (TransMTC), and conventional tumor cells (ConvTC). We identified metastatic signature genes (MSGs) through comparing MFTC and ConvTC. Functional enrichment analysis showed that up-regulated MSGs were enriched in multiple metastasis-associated pathways. We also found that patients with high expression of up-regulated MSGs had worse prognosis. Spatial mapping of MFTC showed that they are preferentially located in the cancer and duct epithelium region, which was enriched with the ductal cells' associated inflammation. Further, we inferred cell-cell interactions, and observed that interactions of the ADGRE5 signaling pathway, which is associated with metastasis, were increased in MFTC compared to other tumor sub-populations. Finally, we predicted 12 candidate drugs that had the potential to reverse expression of MSGs. Taken together, we have proposed scMetR to estimate metastatic risk in PDAC patients at single-cell resolution which might facilitate the dissection of tumor heterogeneity.
Collapse
|
19
|
Beppu T, Nishi K, Imoto S, Araki W, Setoguchi I, Ueda A, Suetsugi N, Ishima Y, Ikeda T, Otagiri M, Yamasaki K. Novel nitric oxide donor, nitrated phenylbutyrate, induces cell death of human pancreatic cancer cells and suppresses tumor growth of cancer xenografts. Oncol Rep 2022; 48:178. [PMID: 36004467 DOI: 10.3892/or.2022.8393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 07/26/2022] [Indexed: 11/06/2022] Open
Abstract
Pancreatic cancer has a low response rate to chemotherapy due to the low drug transferability caused by the low blood flow around the tumor. In the present study, focusing on nitric oxide (NO) for its vasodilatory and antitumor effects, a novel NO donor, a nitrated form of phenylbutyrate (NPB) was synthesized and the antitumor effect on human pancreatic cancer cells (AsPC1 and BxPC3) and xenografts was examined. Using Annexin V, NPB was confirmed to induce cell death against AsPC1 and BxPC3 in a time‑ and concentration‑dependent manner. In NPB‑exposed cells, DAF‑FM DA (a probe to detect intracellular NO) derived fluorescence was observed. Release of nitrite and nitrate from NPB in aqueous solution was very gradual until even 72 h after dissolution. Phenylbutyrate (PB) and hydroxy PB in which the nitro group of NPB was replaced with a hydroxyl group did not have the cell death‑inducing effect as observed in NPB. These results suggest that the effect of NPB was dependent on NO release form NPB. Apoptosis inhibitor, Z‑VAD FMK, had no effect on the cell death‑inducing effect of NPB, and NPB did not show significant activation of caspase‑3/7. In addition, NPB significantly decreased cellular ATP levels, suggesting that necrosis is involved in the effect of NPB. NPB also accumulated cells specifically at the S phase of the cell cycle. A single dose of NPB (10 mg/kg) into mice with established BxPC3 xenografts significantly suppressed tumor growth for at least 7 weeks without apparent toxicity. The findings of the present study indicate that NPB has potential as a novel therapeutic agent for NO‑based therapy of pancreatic cancer.
Collapse
Affiliation(s)
- Takuro Beppu
- Faculty of Pharmaceutical Sciences, Sojo University, Nishi‑ku, Kumamoto 860‑0082, Japan
| | - Koji Nishi
- Faculty of Pharmaceutical Sciences, Sojo University, Nishi‑ku, Kumamoto 860‑0082, Japan
| | - Shuhei Imoto
- Faculty of Pharmaceutical Sciences, Sojo University, Nishi‑ku, Kumamoto 860‑0082, Japan
| | - Waka Araki
- Faculty of Pharmaceutical Sciences, Sojo University, Nishi‑ku, Kumamoto 860‑0082, Japan
| | - Itaru Setoguchi
- Faculty of Pharmaceutical Sciences, Sojo University, Nishi‑ku, Kumamoto 860‑0082, Japan
| | - Ayaka Ueda
- Faculty of Pharmaceutical Sciences, Sojo University, Nishi‑ku, Kumamoto 860‑0082, Japan
| | - Naho Suetsugi
- Faculty of Pharmaceutical Sciences, Sojo University, Nishi‑ku, Kumamoto 860‑0082, Japan
| | - Yu Ishima
- Department of Pharmacokinetics and Biopharmaceutics, Institute of Biomedical Sciences, Tokushima University, Tokushima 770‑8505, Japan
| | - Tokunori Ikeda
- Faculty of Pharmaceutical Sciences, Sojo University, Nishi‑ku, Kumamoto 860‑0082, Japan
| | - Masaki Otagiri
- Faculty of Pharmaceutical Sciences, Sojo University, Nishi‑ku, Kumamoto 860‑0082, Japan
| | - Keishi Yamasaki
- Faculty of Pharmaceutical Sciences, Sojo University, Nishi‑ku, Kumamoto 860‑0082, Japan
| |
Collapse
|
20
|
Raja Arul GL, Toruner MD, Gatenby RA, Carr RM. Ecoevolutionary biology of pancreatic ductal adenocarcinoma. Pancreatology 2022; 22:730-740. [PMID: 35821188 DOI: 10.1016/j.pan.2022.06.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 06/01/2022] [Indexed: 12/11/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC), the most common histological subtype of pancreatic cancer, is an aggressive disease predicted to be the 2nd cause of cancer mortality in the US by 2040. While first-line therapy has improved, 5-year overall survival has only increased from 5 to ∼10%, and surgical resection is only available for ∼20% of patients as most present with advanced disease, which is invariably lethal. PDAC has well-established highly recurrent mutations in four driver genes including KRAS, TP53, CDKN2A, and SMAD4. Unfortunately, these genetic drivers are not currently therapeutically actionable. Despite extensive sequencing efforts, few additional significantly recurrent and druggable drivers have been identified. In the absence of targetable mutations, chemotherapy remains the mainstay of treatment for most patients. Further, the role of the above driver mutations on PDAC initiation and early development is well-established. However, these mutations alone cannot account for PDAC heterogeneity nor discern early from advanced disease. Taken together, management of PDAC is an example highlighting the shortcomings of the current precision medicine paradigm. PDAC, like other malignancies, represents an ecoevolutionary process. Better understanding the disease through this lens can facilitate the development of novel therapeutic strategies to better control and cure PDAC. This review aims to integrate the current understanding of PDAC pathobiology into an ecoevolutionary framework.
Collapse
Affiliation(s)
| | - Merih D Toruner
- Schulze Center for Novel Therapeutics, Mayo Clinic, Rochester, MN, USA
| | - Robert A Gatenby
- Department of Integrated Mathematical Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - Ryan M Carr
- Department of Oncology, Mayo Clinic, Rochester, MN, USA.
| |
Collapse
|
21
|
Bhardwaj A, Josse C, Van Daele D, Poulet C, Chavez M, Struman I, Van Steen K. Deeper insights into long-term survival heterogeneity of pancreatic ductal adenocarcinoma (PDAC) patients using integrative individual- and group-level transcriptome network analyses. Sci Rep 2022; 12:11027. [PMID: 35773268 PMCID: PMC9247075 DOI: 10.1038/s41598-022-14592-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 06/09/2022] [Indexed: 11/22/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is categorized as the leading cause of cancer mortality worldwide. However, its predictive markers for long-term survival are not well known. It is interesting to delineate individual-specific perturbed genes when comparing long-term (LT) and short-term (ST) PDAC survivors and integrate individual- and group-based transcriptome profiling. Using a discovery cohort of 19 PDAC patients from CHU-Liège (Belgium), we first performed differential gene expression analysis comparing LT to ST survivor. Second, we adopted systems biology approaches to obtain clinically relevant gene modules. Third, we created individual-specific perturbation profiles. Furthermore, we used Degree-Aware disease gene prioritizing (DADA) method to develop PDAC disease modules; Network-based Integration of Multi-omics Data (NetICS) to integrate group-based and individual-specific perturbed genes in relation to PDAC LT survival. We identified 173 differentially expressed genes (DEGs) in ST and LT survivors and five modules (including 38 DEGs) showing associations to clinical traits. Validation of DEGs in the molecular lab suggested a role of REG4 and TSPAN8 in PDAC survival. Via NetICS and DADA, we identified various known oncogenes such as CUL1 and TGFB1. Our proposed analytic workflow shows the advantages of combining clinical and omics data as well as individual- and group-level transcriptome profiling.
Collapse
Affiliation(s)
- Archana Bhardwaj
- GIGA-R Centre, BIO3 - Medical Genomics, University of Liège, Avenue de L'Hôpital, 11, 4000, Liège, Belgium.
| | - Claire Josse
- Laboratory of Human Genetics, GIGA Research, University Hospital (CHU), Liège, Belgium
- Medical Oncology Department, CHU Liège, Liège, Belgium
| | - Daniel Van Daele
- Department of Gastro-Enterology, University Hospital (CHU), Liège, Belgium
| | - Christophe Poulet
- Laboratory of Human Genetics, GIGA Research, University Hospital (CHU), Liège, Belgium
- Laboratory of Rheumatology, GIGA-R, University Hospital (CHULiege), Liège, Belgium
| | - Marcela Chavez
- Department of Medicine, Division of Hematology, University Hospital (CHU), Liège, Belgium
| | - Ingrid Struman
- GIGA-R Centre, Laboratory of Molecular Angiogenesis, University of Liège, Liège, Belgium
| | - Kristel Van Steen
- GIGA-R Centre, BIO3 - Medical Genomics, University of Liège, Avenue de L'Hôpital, 11, 4000, Liège, Belgium
| |
Collapse
|
22
|
It Takes Two to Tango: Potential Prognostic Impact of Circulating TGF-Beta and PD-L1 in Pancreatic Cancer. LIFE (BASEL, SWITZERLAND) 2022; 12:life12070960. [PMID: 35888050 PMCID: PMC9323895 DOI: 10.3390/life12070960] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 06/17/2022] [Accepted: 06/23/2022] [Indexed: 12/19/2022]
Abstract
Background: Pancreatic ductal adenocarcinoma (PDAC) is a highly devastating disease with rising incidence and poor prognosis. The lack of reliable prognostic biomarkers hampers the individual evaluation of the survival and recurrence potential. Methods: Here, we investigate the value of plasma levels of two potential key players in molecular mechanisms underlying PDAC aggressiveness and immune evasion, soluble TGF-beta (sTGF-beta) and sPD-L1, in both metastatic and radically-resected PDAC. To this aim we prospectively enrolled 38 PDAC patients and performed appropriate statistical analyses in order to evaluate their correlation, and role in the prediction of disease relapse/progression, and patients’ outcome. Results: Metastatic patients showed lower levels of circulating sTGF-beta and higher levels of sPD-L1 compared to radically-resected patients. Moreover, a decrease in sTGF-beta levels (but not sPD-L1) was significantly associated with disease relapse in radically-resected patients. We also observed lower sTGF-beta at disease progression after first-line chemotherapy in metastatic patients, though this change was not statistically significant. We found a significant correlation between the levels of sTGF-beta and sPD-L1 before first-line chemotherapy. Conclusions: These findings support the possible interaction of TGF-beta and PD-L1 pathways and suggest that sTGF-beta and sPD-L1 might synergize and be new potential blood-based biomarkers.
Collapse
|
23
|
Anobile DP, Niso M, Puerta A, Fraga Rodrigues SM, Abatematteo FS, Avan A, Abate C, Riganti C, Giovannetti E. New Pharmacological Strategies against Pancreatic Adenocarcinoma: The Multifunctional Thiosemicarbazone FA4. Molecules 2022; 27:1682. [PMID: 35268783 PMCID: PMC8911630 DOI: 10.3390/molecules27051682] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 02/24/2022] [Accepted: 03/02/2022] [Indexed: 01/28/2023] Open
Abstract
A new sigma-2 (σ2) receptor ligand (FA4) was efficiently synthesized and evaluated for cytotoxic, proapoptotic, and antimigratory activity on pancreatic ductal adenocarcinoma (PDAC) primary cell cultures, which restrained the aggressive and chemoresistant behavior of PDAC. This compound showed relevant antiproliferative activity with half maximal inhibitory concentration (IC50) values ranging from 0.701 to 0.825 μM. The cytotoxic activity was associated with induction of apoptosis, resulting in apoptotic indexes higher than those observed after exposure to a clinically relevant concentration of the gemcitabine, the first-line drug used against PDAC. Interestingly, FA4 was also able to significantly inhibit the migration rate of both PDAC-1 and PDAC-2 cells in the scratch wound-healing assay. In conclusion, our results support further studies to improve the library of thiosemicarbazones targeting the σ-2 receptor for a deeper understanding of the relationship between the biological activity of these compounds and the development of more efficient anticancer compounds against PDAC.
Collapse
Affiliation(s)
- Dario P. Anobile
- Department of Oncology, University of Torino, Via Santena 5/bis, 10026 Torino, Italy;
- Department of Medical Oncology, Amsterdam UMC, VU University, Cancer Center Amsterdam, De Boelelaan 1117, 1081HV Amsterdam, The Netherlands; (A.P.); (S.M.F.R.)
| | - Mauro Niso
- Dipartimento di Farmacia-Scienze del Farmaco, Università degli Studi di Bari ALDO MORO, Via Orabona 4, 70125 Bari, Italy; (M.N.); (F.S.A.)
| | - Adrian Puerta
- Department of Medical Oncology, Amsterdam UMC, VU University, Cancer Center Amsterdam, De Boelelaan 1117, 1081HV Amsterdam, The Netherlands; (A.P.); (S.M.F.R.)
- BioLab, Instituto Universitario de Bio-Orgánica “Antonio González” (IUBO-AG), Universidad de La Laguna, c/Astrofísico Francisco Sánchez 2, 38206 La Laguna, Spain
| | - Stephanie M. Fraga Rodrigues
- Department of Medical Oncology, Amsterdam UMC, VU University, Cancer Center Amsterdam, De Boelelaan 1117, 1081HV Amsterdam, The Netherlands; (A.P.); (S.M.F.R.)
| | - Francesca S. Abatematteo
- Dipartimento di Farmacia-Scienze del Farmaco, Università degli Studi di Bari ALDO MORO, Via Orabona 4, 70125 Bari, Italy; (M.N.); (F.S.A.)
| | - Amir Avan
- Basic Medical Sciences Institute, Mashhad University of Medical Science, Mashhad 91886-17871, Iran;
- Metabolic Syndrome Research Center, Mashhad University of Medical Science, Mashhad 91886-17871, Iran
| | - Carmen Abate
- Dipartimento di Farmacia-Scienze del Farmaco, Università degli Studi di Bari ALDO MORO, Via Orabona 4, 70125 Bari, Italy; (M.N.); (F.S.A.)
| | - Chiara Riganti
- Department of Medical Oncology, Amsterdam UMC, VU University, Cancer Center Amsterdam, De Boelelaan 1117, 1081HV Amsterdam, The Netherlands; (A.P.); (S.M.F.R.)
- Interdepartmental Research Center of Molecular Biotechnology, University of Torino, 10126 Torino, Italy
| | - Elisa Giovannetti
- Department of Medical Oncology, Amsterdam UMC, VU University, Cancer Center Amsterdam, De Boelelaan 1117, 1081HV Amsterdam, The Netherlands; (A.P.); (S.M.F.R.)
- Fondazione Pisana per la Scienza, Via Ferruccio Giovannini 13, 56017 San Giuliano Terme, Italy
| |
Collapse
|
24
|
Angstadt S, Zhu Q, Jaffee EM, Robinson DN, Anders RA. Pancreatic Ductal Adenocarcinoma Cortical Mechanics and Clinical Implications. Front Oncol 2022; 12:809179. [PMID: 35174086 PMCID: PMC8843014 DOI: 10.3389/fonc.2022.809179] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 01/05/2022] [Indexed: 12/23/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains one of the deadliest cancers due to low therapeutic response rates and poor prognoses. Majority of patients present with symptoms post metastatic spread, which contributes to its overall lethality as the 4th leading cause of cancer-related deaths. Therapeutic approaches thus far target only one or two of the cancer specific hallmarks, such as high proliferation rate, apoptotic evasion, or immune evasion. Recent genomic discoveries reveal that genetic heterogeneity, early micrometastases, and an immunosuppressive tumor microenvironment contribute to the inefficacy of current standard treatments and specific molecular-targeted therapies. To effectively combat cancers like PDAC, we need an innovative approach that can simultaneously impact the multiple hallmarks driving cancer progression. Here, we present the mechanical properties generated by the cell’s cortical cytoskeleton, with a spotlight on PDAC, as an ideal therapeutic target that can concurrently attack multiple systems driving cancer. We start with an introduction to cancer cell mechanics and PDAC followed by a compilation of studies connecting the cortical cytoskeleton and mechanical properties to proliferation, metastasis, immune cell interactions, cancer cell stemness, and/or metabolism. We further elaborate on the implications of these findings in disease progression, therapeutic resistance, and clinical relapse. Manipulation of the cancer cell’s mechanical system has already been shown to prevent metastasis in preclinical models, but it has greater potential for target exploration since it is a foundational property of the cell that regulates various oncogenic behaviors.
Collapse
Affiliation(s)
- Shantel Angstadt
- Department of Pathology Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Department of Cell Biology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Qingfeng Zhu
- Department of Pathology Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Elizabeth M. Jaffee
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Douglas N. Robinson
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Department of Cell Biology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- *Correspondence: Douglas N. Robinson, ; Robert A. Anders,
| | - Robert A. Anders
- Department of Pathology Johns Hopkins University School of Medicine, Baltimore, MD, United States
- *Correspondence: Douglas N. Robinson, ; Robert A. Anders,
| |
Collapse
|
25
|
Zhang W, Xing J, Liu T, Zhang J, Dai Z, Zhang H, Wang D, Tang D. Small extracellular vesicles: from mediating cancer cell metastasis to therapeutic value in pancreatic cancer. Cell Commun Signal 2022; 20:1. [PMID: 34980146 PMCID: PMC8722298 DOI: 10.1186/s12964-021-00806-y] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 11/20/2021] [Indexed: 02/07/2023] Open
Abstract
Pancreatic cancer is a highly malignant tumor and, is extremely difficult to diagnose and treat. Metastasis is one of the critical steps in the development of cancer and uses cell to cell communication to mediate changes in the microenvironment. Small extracellular vesicles (sEVs)-carry proteins, nucleic acids and other bioactive substances, and are important medium for communication between cells. There are two primary steps in sVEs-mediated metastasis: communication between pancreatic cancer cells and their surrounding microenvironment; and the communication between primary tumor cells and distant organ cells in distant organs that promotes angiogenesis, reshaping extracellular matrix, forming immunosuppressive environment and other ways to form appropriate pre-metastasis niche. Here, we explore the mechanism of localization and metastasis of pancreatic cancer and use sEVs as early biomarkers for the detection and treatment of pancreatic cancer. Video Abstract.
Collapse
Affiliation(s)
- Wenjie Zhang
- grid.268415.cClinical Medical College, Yangzhou University, Yangzhou, Jiangsu Province China
| | - Juan Xing
- grid.268415.cClinical Medical College, Yangzhou University, Yangzhou, Jiangsu Province China
| | - Tian Liu
- grid.268415.cClinical Medical College, Yangzhou University, Yangzhou, Jiangsu Province China
| | - Jie Zhang
- grid.268415.cClinical Medical College, Yangzhou University, Yangzhou, Jiangsu Province China
| | - Zhujiang Dai
- grid.268415.cClinical Medical College, Yangzhou University, Yangzhou, Jiangsu Province China
| | - Huan Zhang
- grid.268415.cClinical Medical College, Yangzhou University, Yangzhou, Jiangsu Province China
| | - Daorong Wang
- grid.268415.cDepartment of General Surgery, Institute of General Surgery, Clinical Medical College, Northern Jiangsu Province Hospital, Yangzhou University, Yangzhou, 225001 China
| | - Dong Tang
- grid.268415.cDepartment of General Surgery, Institute of General Surgery, Clinical Medical College, Northern Jiangsu Province Hospital, Yangzhou University, Yangzhou, 225001 China
| |
Collapse
|
26
|
Papai E, Nevler A, Solomides C, Shergill MS, Yeo TP, Cannaday S, Yeo CJ, Winter JM, Lavu H. Intraoperative Cytologic Sampling for Resected Pancreatic and Periampullary Adenocarcinoma with Implications for Locoregional Recurrence-Free Survival. J Am Coll Surg 2022; 234:48-53. [PMID: 35213459 DOI: 10.1097/xcs.0000000000000034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND We hypothesized that pancreatic and periampullary adenocarcinoma recurrence after surgical resection may be affected by the shedding of malignant epithelial cells during surgical dissection and that this may have implications for disease recurrence and survival. STUDY DESIGN In this ongoing, investigator-initiated prospective randomized controlled trial, patients with pancreatic and periampullary adenocarcinoma were randomized intraoperatively, postresection into 3 study arms: peritoneal lavage using 10 L normal saline or distilled water, or control group with no lavage. Peritoneal fluid was sampled for cytologic analysis (cytospin, cellblock, immunohistochemistry-Ber-EP4 antibody) at 4 stages: (1) abdominal entry pre-dissection, (2) resection bed after tumor extirpation, (3) ex vivo resected specimen, and (4) resection bed postlavage. RESULTS Between April 2016 and May 2018, 193 patients who underwent randomization for the study also underwent the described cytologic sampling. Of these, 167 patients (86.5%) were ultimately found to have pancreatic or periampullary adenocarcinoma. Before dissection (1) on cytospin analysis, 4.9% were positive, which rose to 10.2% intraoperatively (2), 16.7% ex vivo (3), and decreased to 4.3% (4) after lavage. Lymph node metastasis, margin involvement, and perineural invasion did not correlate with locoregional recurrence (LR). Tumor cells in the ex vivo cytospin (3) correlated with LR (odds ratio 3.8 [95% CI 1.6 to 9.2], p = 0.005) and LR disease-free survival (p = 0.007). Cox regression analysis revealed ex vivo cytospin positivity to be strongly associated with poorer LR disease-free survival (hazard ratio 2.26 [95% CI 1.16 to 4.42], p = 0.017). CONCLUSIONS Cytologic sampling from ex vivo specimen irrigation after surgical resection of pancreatic and periampullary adenocarcinoma may have implications for LR, survival, and treatment, suggesting a possible cancer cell shedding phenotype.
Collapse
Affiliation(s)
- Emily Papai
- From the Sidney Kimmel Medical College, Philadelphia, PA (Papai, CJ Yeo, Lavu)
| | - Avinoam Nevler
- the Thomas Jefferson University Hospital and the Jefferson Pancreas, Biliary and Related Cancer Center, Philadelphia, PA (Nevler, Solomides, Shergill, TP Yeo, Cannaday, CJ Yeo, Lavu)
| | - Charalambos Solomides
- the Thomas Jefferson University Hospital and the Jefferson Pancreas, Biliary and Related Cancer Center, Philadelphia, PA (Nevler, Solomides, Shergill, TP Yeo, Cannaday, CJ Yeo, Lavu)
| | - Mandeep S Shergill
- the Thomas Jefferson University Hospital and the Jefferson Pancreas, Biliary and Related Cancer Center, Philadelphia, PA (Nevler, Solomides, Shergill, TP Yeo, Cannaday, CJ Yeo, Lavu)
| | - Theresa P Yeo
- the Thomas Jefferson University Hospital and the Jefferson Pancreas, Biliary and Related Cancer Center, Philadelphia, PA (Nevler, Solomides, Shergill, TP Yeo, Cannaday, CJ Yeo, Lavu)
| | - Shawnna Cannaday
- the Thomas Jefferson University Hospital and the Jefferson Pancreas, Biliary and Related Cancer Center, Philadelphia, PA (Nevler, Solomides, Shergill, TP Yeo, Cannaday, CJ Yeo, Lavu)
| | - Charles J Yeo
- From the Sidney Kimmel Medical College, Philadelphia, PA (Papai, CJ Yeo, Lavu)
- the Thomas Jefferson University Hospital and the Jefferson Pancreas, Biliary and Related Cancer Center, Philadelphia, PA (Nevler, Solomides, Shergill, TP Yeo, Cannaday, CJ Yeo, Lavu)
| | - Jordan M Winter
- the University Hospitals Cleveland Medical Center, Cleveland, OH (Winter)
| | - Harish Lavu
- From the Sidney Kimmel Medical College, Philadelphia, PA (Papai, CJ Yeo, Lavu)
- the Thomas Jefferson University Hospital and the Jefferson Pancreas, Biliary and Related Cancer Center, Philadelphia, PA (Nevler, Solomides, Shergill, TP Yeo, Cannaday, CJ Yeo, Lavu)
| |
Collapse
|
27
|
A New Oxadiazole-Based Topsentin Derivative Modulates Cyclin-Dependent Kinase 1 Expression and Exerts Cytotoxic Effects on Pancreatic Cancer Cells. Molecules 2021; 27:molecules27010019. [PMID: 35011251 PMCID: PMC8746667 DOI: 10.3390/molecules27010019] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Revised: 12/10/2021] [Accepted: 12/14/2021] [Indexed: 12/23/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal form of cancer characterized by drug resistance, urging new therapeutic strategies. In recent years, protein kinases have emerged as promising pharmacological targets for the treatment of several solid and hematological tumors. Interestingly, cyclin-dependent kinase 1 (CDK1) is overexpressed in PDAC tissues and has been correlated to the aggressive nature of these tumors because of its key role in cell cycle progression and resistance to the induction of apoptosis. For these reasons, CDK1 is one of the main causes of chemoresistance, representing a promising pharmacological target. In this study, we report the synthesis of new 1,2,4-oxadiazole compounds and evaluate their ability to inhibit the cell growth of PATU-T, Hs766T, and HPAF-II cell lines and a primary PDAC cell culture (PDAC3). Compound 6b was the most active compound, with IC50 values ranging from 5.7 to 10.7 µM. Molecular docking of 6b into the active site of CDK1 showed the ability of the compound to interact effectively with the adenosine triphosphate binding pocket. Therefore, we assessed its ability to induce apoptosis (which increased 1.5- and 2-fold in PATU-T and PDAC3 cells, respectively) and to inhibit CDK1 expression, which was reduced to 45% in Hs766T. Lastly, compound 6b passed the ADME prediction, showing good pharmacokinetic parameters. These data demonstrate that 6b displays cytotoxic activity, induces apoptosis, and targets CDK1, supporting further studies for the development of similar compounds against PDAC.
Collapse
|
28
|
Barros AG, Pulido CF, Machado M, Brito MJ, Couto N, Sousa O, Melo SA, Mansinho H. Treatment optimization of locally advanced and metastatic pancreatic cancer (Review). Int J Oncol 2021; 59:110. [PMID: 34859257 PMCID: PMC8651228 DOI: 10.3892/ijo.2021.5290] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 10/12/2021] [Indexed: 12/12/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal malignant tumor types, being the sixth leading cause of mortality worldwide and the fourth in Europe. Globally, it has a mortality/incidence ratio of 98%, and the 5‑year survival rate in Europe is only 3%. Although risk factors, such as obesity, diabetes mellitus, smoking, alcohol consumption and genetic factors, have been identified, the causes of PDAC remain elusive. Additionally, the only curative treatment for PDAC is surgery with negative margins. However, upon diagnosis, ~30% of the patients already present with locally advanced disease. In these cases, a multidisciplinary approach is required to improve disease‑related symptoms and prolong patient survival. In the present article, a comprehensive review of PDAC epidemiology, physiology and treatment is provided. Moreover, guidelines on patient treatment are suggested. Among the different available therapeutic options for the treatment of advanced PDAC, results are modest, most likely due to the complexity of the disease, and so the prognostic remains poor. Molecular approaches based on multi‑omics research are promising and will contribute to groundbreaking personalized medicine. Thus, economic investment that promotes research of pancreatic cancer will be critical to the development of more efficient diagnostic and treatment strategies.
Collapse
Affiliation(s)
- Anabela G. Barros
- Department of Medical Oncology, University Hospital of Coimbra, 3004-561 Coimbra, Portugal
| | - Catarina F. Pulido
- Department of Medical Oncology, Luz Lisbon Hospital, 1500-650 Lisbon, Portugal
| | - Manuela Machado
- Department of Medical Oncology, Entre o Douro e Vouga Hospital Center (CHEDV), 4520-211 Santa Maria da Feira, Portugal
| | - Maria José Brito
- Pathologic Anatomy Department, Garcia de Orta Hospital, 2805-267 Almada, Portugal
| | - Nuno Couto
- Digestive Unit, Champalimaud Clinical Centre, 4200-135 Porto, Portugal
- Champalimaud Research Centre, 1400-038 Lisbon, 4200-135 Porto, Portugal
| | - Olga Sousa
- Radiotherapy Department, Portuguese Institute of Oncology, 4200-072 Porto, 4200-135 Porto, Portugal
| | - Sónia A. Melo
- i3S-Institute for Research and Innovation in Health of University of Porto, 4200-135 Porto, Portugal
- IPATIMUP-Institute of Molecular Pathology and Immunology of University of Porto, 4200-135 Porto, Portugal
- Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
| | - Hélder Mansinho
- Hemato-Oncology Department, Garcia de Orta Hospital, 2805-267 Almada, Portugal
| |
Collapse
|
29
|
Pecoraro C, Faggion B, Balboni B, Carbone D, Peters GJ, Diana P, Assaraf YG, Giovannetti E. GSK3β as a novel promising target to overcome chemoresistance in pancreatic cancer. Drug Resist Updat 2021; 58:100779. [PMID: 34461526 DOI: 10.1016/j.drup.2021.100779] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 08/02/2021] [Accepted: 08/09/2021] [Indexed: 02/07/2023]
Abstract
Pancreatic cancer is an aggressive malignancy with increasing incidence and poor prognosis due to its late diagnosis and intrinsic chemoresistance. Most pancreatic cancer patients present with locally advanced or metastatic disease characterized by inherent resistance to chemotherapy. These features pose a series of therapeutic challenges and new targets are urgently needed. Glycogen synthase kinase 3 beta (GSK3β) is a conserved serine/threonine kinase, which regulates key cellular processes including cell proliferation, DNA repair, cell cycle progression, signaling and metabolic pathways. GSK3β is implicated in non-malignant and malignant diseases including inflammation, neurodegenerative diseases, diabetes and cancer. GSK3β recently emerged among the key factors involved in the onset and progression of pancreatic cancer, as well as in the acquisition of chemoresistance. Intensive research has been conducted on key oncogenic functions of GSK3β and its potential as a druggable target; currently developed GSK3β inhibitors display promising results in preclinical models of distinct tumor types, including pancreatic cancer. Here, we review the latest findings about GSK-3β biology and its role in the development and progression of pancreatic cancer. Moreover, we discuss therapeutic agents targeting GSK3β that could be administered as monotherapy or in combination with other drugs to surmount chemoresistance. Several studies are also defining potential gene signatures to identify patients who might benefit from GSK3β-based therapeutic intervention. This detailed overview emphasizes the urgent need of additional molecular studies on the impact of GSK3β inhibition as well as structural analysis of novel compounds and omics studies of predictive biomarkers.
Collapse
Affiliation(s)
- Camilla Pecoraro
- Department of Medical Oncology, Amsterdam University Medical Center, VU University, 1081 HV Amsterdam, the Netherlands; Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Palermo, Italy
| | - Beatrice Faggion
- Department of Medical Oncology, Amsterdam University Medical Center, VU University, 1081 HV Amsterdam, the Netherlands
| | - Beatrice Balboni
- Department of Medical Oncology, Amsterdam University Medical Center, VU University, 1081 HV Amsterdam, the Netherlands; Computational and Chemical Biology, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genoa, Italy, and Department of Pharmacy and Biotechnology, University of Bologna, Via Belmeloro 6, 40126 Bologna, Italy
| | - Daniela Carbone
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Palermo, Italy
| | - Godefridus J Peters
- Department of Medical Oncology, Amsterdam University Medical Center, VU University, 1081 HV Amsterdam, the Netherlands; Department of Biochemistry, Medical University of Gdansk, Poland
| | - Patrizia Diana
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Palermo, Italy
| | - Yehuda G Assaraf
- The Fred Wyszkowski Cancer Research Laboratory, Department of Biology, Technion-Israel Institute of Technology, Haifa, 3200003, Israel
| | - Elisa Giovannetti
- Department of Medical Oncology, Amsterdam University Medical Center, VU University, 1081 HV Amsterdam, the Netherlands; Cancer Pharmacology Lab, Fondazione Pisana per la Scienza, Via Ferruccio Giovannini 13, 56017 San Giuliano Terme (Pisa), Italy.
| |
Collapse
|
30
|
Evaluation of the In Vitro Cytotoxic Activity of Ursolic Acid PLGA Nanoparticles against Pancreatic Ductal Adenocarcinoma Cell Lines. MATERIALS 2021; 14:ma14174917. [PMID: 34501007 PMCID: PMC8434451 DOI: 10.3390/ma14174917] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Revised: 08/24/2021] [Accepted: 08/25/2021] [Indexed: 12/13/2022]
Abstract
Among all the types of cancer, Pancreatic Ductal Adenocarcinoma remains one of the deadliest and hardest to fight and there is a critical unmet need for new drugs and therapies for its treatment. Naturally derived compounds, such as pentacyclic triterpenoids, have gathered attention because of their high cytotoxic potential towards pancreatic cancer cells, with a wide biological activity spectrum, with ursolic acid (UA) being one of the most interesting. However, due to its minimal water solubility, it is necessary to prepare a nanocarrier vehicle to aid in the delivery of this compound. Poly(lactic-co-glycolic acid) or PLGA polymeric nanocarriers are an essential tool for ursolic acid delivery and can overcome the lack in its biological activity observed after incorporating within liposomes. We prepared UA-PLGA nanoparticles with a PEG modification, to achieve a long circulation time, by using a nanoprecipitation method and subsequently performed an MTT cytotoxicity assay towards AsPC-1 and BxPC-3 cells, with TEM visualization of the nanoparticles and their cellular uptake. We established repeatable preparation procedures of the nanoparticles and achieved biologically active nanocarriers with an IC50 below 30 µM, with an appropriate size for intravenous dosage (around 140 nm), high sample homogeneity (below 0.2) and reasonable encapsulation efficiency (up to 50%). These results represent the first steps in the development of potentially effective PDAC therapies based on novel biologically active and promising triterpenoids.
Collapse
|
31
|
Tarasiuk A, Mackiewicz T, Małecka-Panas E, Fichna J. Biomarkers for early detection of pancreatic cancer - miRNAs as a potential diagnostic and therapeutic tool? Cancer Biol Ther 2021; 22:347-356. [PMID: 34224317 DOI: 10.1080/15384047.2021.1941584] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest malignancies, with poor prognosis resulting mostly from late diagnosis. Surgery remains the most effective treatment and early detection significantly increases the overall survival. Biomarkers used for diagnosis and to monitor the response to treatment, such as carbohydrate antigen 19-9 (CA19-9) and carcinoembryonic antigen (CEA), are not adequate as early detection markers of PDAC, partly due to low sensitivity/specificity. Therefore, new biomarkers for PDAC are critically needed. This review aims at recent advancements in the identification and characterization of new biomarkers, microRNAs, which might prove useful in the early detection of PDAC.
Collapse
Affiliation(s)
- Aleksandra Tarasiuk
- Department of Biochemistry, Faculty of Medicine, Medical University of Lodz, Lodz, Poland
| | - Tomasz Mackiewicz
- Department of Biochemistry, Faculty of Medicine, Medical University of Lodz, Lodz, Poland
| | - Ewa Małecka-Panas
- Department of Digestive Tract Diseases, Faculty of Medicine, Medical University of Lodz, Lodz, Poland
| | - Jakub Fichna
- Department of Biochemistry, Faculty of Medicine, Medical University of Lodz, Lodz, Poland
| |
Collapse
|
32
|
Ramachandran P, Boyapati L, Joseph G. Scalp Metastasis as the First Presentation of an Underlying Aggressive Pancreatic Cancer. J Investig Med High Impact Case Rep 2021; 8:2324709620931667. [PMID: 32525403 PMCID: PMC7290257 DOI: 10.1177/2324709620931667] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Pancreatic ductal adenocarcinoma, an extremely aggressive cancer, has high metastatic potential. Cutaneous metastasis is very uncommon, representing only <10% of all cases, presenting mostly around the umbilical region. Non-umbilical metastasis is even rarer, and the significance remains unknown. In this article, we describe a case of a 76-year-old gentleman who initially presented with an asymptomatic scalp lesion, which on biopsy revealed metastatic adenocarcinoma of pancreatic origin. Detailed workup revealed extremely high tumor burden with metastases involving muscles, subcutaneous tissues, bone, lung, spleen, liver, and colon. Cutaneous involvement in pancreatic cancer represents poor survival with widespread dissemination of the disease. The involvement of some sites and not others and the extreme degree of aggressiveness might reflect subgroups of this cancer with different molecular biology. Identifying these groups may have utility in determining prognosis and stratifying treatment for patients. This will hopefully translate into better diagnostic tests and therapies in the near future.
Collapse
Affiliation(s)
| | - Lakshmi Boyapati
- Brookdale University Hospitals and Medical Center, Brooklyn, NY, USA
| | - Gardith Joseph
- Brookdale University Hospitals and Medical Center, Brooklyn, NY, USA
| |
Collapse
|
33
|
Traub B, Link KH, Kornmann M. Curing pancreatic cancer. Semin Cancer Biol 2021; 76:232-246. [PMID: 34062264 DOI: 10.1016/j.semcancer.2021.05.030] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 05/26/2021] [Accepted: 05/27/2021] [Indexed: 12/14/2022]
Abstract
The distinct biology of pancreatic cancer with aggressive and early invasive tumor cells, a tumor promoting microenvironment, late diagnosis, and high therapy resistance poses major challenges on clinicians, researchers, and patients. In current clinical practice, a curative approach for pancreatic cancer can only be offered to a minority of patients and even for those patients, the long-term outcome is grim. This bitter combination will eventually let pancreatic cancer rise to the second leading cause of cancer-related mortalities. With surgery being the only curative option, complete tumor resection still remains the center of pancreatic cancer treatment. In recent years, new developments in neoadjuvant and adjuvant treatment have emerged. Together with improved perioperative care including complication management, an increasing number of patients have become eligible for tumor resection. Basic research aims to further increase these numbers by new methods of early detection, better tumor modelling and personalized treatment options. This review aims to summarize the current knowledge on clinical and biologic features, surgical and non-surgical treatment options, and the improved collaboration of clinicians and basic researchers in pancreatic cancer that will hopefully result in more successful ways of curing pancreatic cancer.
Collapse
Affiliation(s)
- Benno Traub
- Clinic for General and Visceral Surgery, University of Ulm, Albert-Einstein Allee 23, Ulm, Germany.
| | - Karl-Heinz Link
- Clinic for General and Visceral Surgery, University of Ulm, Ulm, Germany; Surgical and Asklepios Tumor Center (ATC), Asklepios Paulinen Klinik Wiesbaden, Richard Strauss-Str. 4, Wiesbaden, Germany.
| | - Marko Kornmann
- Clinic for General and Visceral Surgery, University of Ulm, Albert-Einstein Allee 23, Ulm, Germany.
| |
Collapse
|
34
|
Estrogen exposure causes the progressive growth of SK-Hep1-derived tumor in ovariectomized mice. Toxicol Res 2021; 38:1-7. [PMID: 35070935 PMCID: PMC8748573 DOI: 10.1007/s43188-021-00100-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 04/29/2021] [Accepted: 05/15/2021] [Indexed: 01/03/2023] Open
Abstract
Liver cancer, one of the leading death causes, has different incidence and mortality rates in men and women. The influencing factor is considered to estrogen. However, the role of estrogen in liver cancer remains controversial. In this study, we investigated the effects of estrogen on tumor progression. Total RNA sequencing was analyzed in SK-Hep1-derived tumor tissues, and 15 genes were expressed only in female mice. Among the differentially expressed genes, matrix metalloprotease 7 (MMP7), germ cell associated 1 (GSG1), and chromosome 6 open reading frame 15 (C6orf15) were associated with significantly different overall survival rates based on their expression level in liver cancer patients. Interestingly, exogenous estrogen aggravated SK-Hep1-derived tumor growth in ovariectomized (OVX) mice. When OVX mice were treated with exogenous estrogen, SK-Hep1-derived tumor tissues exhibited high MMP7 expression levels and low GSG1 and C6orf15 expression levels. These expression patterns were consistent with those of liver cancer patients with low overall survival rates. These results suggest that these genes are expected to be prognostic biomarkers of liver cancer. In conclusion, our results suggest that continuous estrogen exposure may promote tumor growth in OVX mice.
Collapse
|
35
|
Timmer FEF, Geboers B, Nieuwenhuizen S, Schouten EAC, Dijkstra M, de Vries JJJ, van den Tol MP, Meijerink MR, Scheffer HJ. Locoregional Treatment of Metastatic Pancreatic Cancer Utilizing Resection, Ablation and Embolization: A Systematic Review. Cancers (Basel) 2021; 13:cancers13071608. [PMID: 33807220 PMCID: PMC8036519 DOI: 10.3390/cancers13071608] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 03/20/2021] [Accepted: 03/25/2021] [Indexed: 02/07/2023] Open
Abstract
Simple Summary Metastatic pancreatic ductal adenocarcinoma (mPDAC) has a dismal prognosis. In selected patients with limited metastatic disease, locoregional therapy, in addition to systemic chemotherapy, may improve survival. This systematic review sought to examine current evidence on the value of additional locoregional treatment, including resection, ablation and embolization, in patients with hepatic or pulmonary mPDAC. The results, although liable to substantial bias, demonstrated superior survival from metastatic diagnosis or treatment in a subset of patients after radical-intent local primary and metastatic treatment (hepatic mPDAC 7.8–19 months; pulmonary mPDAC 22.8–47 months) compared to chemotherapy or best supportive care (hepatic mPDAC 4.3–7.6 months; pulmonary mPDAC 11.8 months). However, as a consequence of the bias, definitive conclusions regarding the seemingly beneficial effect of locoregional treatment cannot be endorsed. Randomized controlled trials with strictly selected oligometastatic PDAC patients are required to deduce final recommendations on this notion. Abstract The prognosis of metastatic pancreatic ductal adenocarcinoma (mPDAC) remains universally poor, requiring new and innovative treatment approaches. In a subset of oligometastatic PDAC patients, locoregional therapy, in addition to systemic chemotherapy, may improve survival. The aim of this systematic review was to explore and evaluate the current evidence on locoregional treatments for mPDAC. A systematic literature search was conducted on locoregional techniques, including resection, ablation and embolization, for mPDAC with a focus on hepatic and pulmonary metastases. A total of 59 studies were identified, including 63,453 patients. Although subject to significant bias, radical-intent local therapy for both the primary and metastatic sites was associated with a superior median overall survival from metastatic diagnosis or treatment (hepatic mPDAC 7.8–19 months; pulmonary mPDAC 22.8–47 months) compared to control groups receiving chemotherapy or best supportive care (hepatic mPDAC 4.3–7.6 months; pulmonary mPDAC 11.8 months). To recruit patients that may benefit from these local treatments, selection appears essential. Most significant is the upfront possibility of local radical pancreatic and metastatic treatment. In addition, a patient’s response to neoadjuvant systemic chemotherapy, performance status, metastatic disease load and, to a lesser degree, histological differentiation grade and tumor marker CA19-9 serum levels, are powerful prognostic factors that help identify eligible subjects. Although the exact additive value of locoregional treatments for mPDAC patients cannot be distillated from the results, locoregional primary pancreatic and metastatic treatment seems beneficial for a highly selected group of oligometastatic PDAC patients. For definite recommendations, well-designed prospective randomized controlled trials with strict in- and exclusion criteria are needed to validate these results.
Collapse
Affiliation(s)
- Florentine E. F. Timmer
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers (Location VUmc), De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (B.G.); (S.N.); (E.A.C.S.); (M.D.); (J.J.J.d.V.); (M.R.M.); (H.J.S.)
- Correspondence: ; Tel.: +31-20-444-4571
| | - Bart Geboers
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers (Location VUmc), De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (B.G.); (S.N.); (E.A.C.S.); (M.D.); (J.J.J.d.V.); (M.R.M.); (H.J.S.)
| | - Sanne Nieuwenhuizen
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers (Location VUmc), De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (B.G.); (S.N.); (E.A.C.S.); (M.D.); (J.J.J.d.V.); (M.R.M.); (H.J.S.)
| | - Evelien A. C. Schouten
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers (Location VUmc), De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (B.G.); (S.N.); (E.A.C.S.); (M.D.); (J.J.J.d.V.); (M.R.M.); (H.J.S.)
| | - Madelon Dijkstra
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers (Location VUmc), De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (B.G.); (S.N.); (E.A.C.S.); (M.D.); (J.J.J.d.V.); (M.R.M.); (H.J.S.)
| | - Jan J. J. de Vries
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers (Location VUmc), De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (B.G.); (S.N.); (E.A.C.S.); (M.D.); (J.J.J.d.V.); (M.R.M.); (H.J.S.)
| | - M. Petrousjka van den Tol
- Department of Surgery, Amsterdam University Medical Centers (Location VUmc), De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands;
| | - Martijn R. Meijerink
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers (Location VUmc), De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (B.G.); (S.N.); (E.A.C.S.); (M.D.); (J.J.J.d.V.); (M.R.M.); (H.J.S.)
| | - Hester J. Scheffer
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers (Location VUmc), De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (B.G.); (S.N.); (E.A.C.S.); (M.D.); (J.J.J.d.V.); (M.R.M.); (H.J.S.)
| |
Collapse
|
36
|
Yu Y, Wang Z, Mo DH, Wang Z, Li G. Transcriptome profiling reveals liver metastasis-associated genes in pancreatic ductal adenocarcinoma. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2021; 18:1708-1721. [PMID: 33757206 DOI: 10.3934/mbe.2021088] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal malignancies worldwide. However, the mechanisms underlying the acquisition of the metastatic potential in PDAC has not been well understood. In this study, we identified a total of 154 genes upregulated in primary tissues of PDAC with liver metastasis using the Genome Cancer Atlas (TCGA) and GSE151580 cohorts. The epithelial-mesenchymal transition and glycolysis were enriched by the liver metastasis-related genes, indicating that the liver metastasis-related genes might be functionally relevant to liver metastasis in PDAC. Moreover, we also found that the liver metastasis-related genes were primarily regulated at epigenetic level. Particularly, SFN, a cell cycle checkpoint protein, and KRT19, a marker gene for ductal cells, were predicted to be regulated by multiple methylation sites at the promoter. Clinically, we for the first time defined a liver metastasis score (LMS), which was derived from liver metastasis-related genes, and closely associated with clinical characteristics such as disease type and tumor grade, in PDAC. Furthermore, we also divided the samples into high and low LMS groups using three cohorts with long-term follow-up (TCGA, GSE71729, and E-MTAB-6134), which exhibited significantly different prognostic outcomes across three PDAC cohorts, suggesting that the LMS might be a good indicator for risk stratification in PDAC. Furthermore, we also found that the liver metastasis-related genes were primarily expressed in malignant ductal cells by integrative analysis of the bulk and single-cell gene expression data. Moreover, the malignant ductal cells and M0 macrophages were highly correlated with LMS, indicating that the two cell types might function as tumor-promoting cells in PDAC. In summary, the systematic analysis for the first time defined an LMS score to evaluate the risk of liver metastasis in PDAC and revealed that malignant ductal cells might promote PDAC liver metastasis, which greatly improves our understanding of the liver metastasis-related genes, their underlying mechanisms, and association with prognosis in PDAC.
Collapse
Affiliation(s)
- Yang Yu
- Department of Hepatopancreatobiliary Surgery, First Affiliated Hospital, Naval Medical University, Shanghai 200433, China
| | - Zhe Wang
- Department of Hepatopancreatobiliary Surgery, First Affiliated Hospital, Naval Medical University, Shanghai 200433, China
| | - Dai Hai Mo
- Department of Hepatopancreatobiliary Surgery, First Affiliated Hospital, Naval Medical University, Shanghai 200433, China
| | - Zhen Wang
- Department of Hepatopancreatobiliary Surgery, First Affiliated Hospital, Naval Medical University, Shanghai 200433, China
| | - Gang Li
- Department of Hepatopancreatobiliary Surgery, First Affiliated Hospital, Naval Medical University, Shanghai 200433, China
| |
Collapse
|
37
|
Sagini MN, Hotz-Wagenblatt A, Berger MR. A subgroup of lactosyl-Sepharose binding proteins requires calcium for affinity and galactose for anti-proliferation. Chem Biol Interact 2020; 334:109354. [PMID: 33309620 DOI: 10.1016/j.cbi.2020.109354] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 11/30/2020] [Accepted: 12/07/2020] [Indexed: 12/31/2022]
Abstract
Lactosyl-Sepharose binding proteins (LSBPs) were recently described in human pancreatic ductal adenocarcinoma (PDAC) Suit2-007 cells regarding their lectin-like properties and role in metastasis. This study further investigated how calcium and galactose influence the binding of LSBPs to the lactosyl resin as well as their anti-proliferative effect in Suit2-007 cells. Altered binding of LSBPs to the lactosyl resin was evaluated by affinity chromatography and mass spectrometry. Calcium binding EF-hand proteins were aligned and identified with a motif derived from the Uniprot protein database. The antiproliferative effects of LSBPs and monosaccharides were determined by MTT assay. In addition, LSBPs and galactose effects were investigated by chip array and tumor take in nude rats. LSBPs reduced Suit2-007 cells' proliferation with an IC50 of 125 μg/mL. Coincubation of LSBPs with EGTA decreased the number of LSBPs binding to the lactosyl resin by ~50%. Ca2+ -sensitive LSBPs included subgroups of galactose-sensitive (10%) and EF-hand calcium binding motifs containing (2.5%) proteins. In vitro, the combination of LSBPs with monosaccharides including galactose synergistically decreased cell proliferation compared to single agents (p < 0.05). In addition, LSBPs in combination with galactose prevented the tumor growth of Suit2-007 cells in nude rats, as opposed to single treatments. At mRNA level, the combination treatment modulated 5% of Ca2+ -sensitive LSBPs and downregulated 216 genes, 18% of which were up-regulated during PDAC progression. This study highlights the importance of calcium and galactose in modulating the affinity and anti-proliferative activity of LSBPs and their potential application as therapeutic agents for metastatic PDAC.
Collapse
Affiliation(s)
- Micah N Sagini
- Toxicology and Chemotherapy Unit, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.
| | - Agnes Hotz-Wagenblatt
- Genomics and Proteomics Core Facility, Bioinformatics-Husar Unit, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Martin R Berger
- Toxicology and Chemotherapy Unit, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.
| |
Collapse
|
38
|
Doctor A, Seifert V, Ullrich M, Hauser S, Pietzsch J. Three-Dimensional Cell Culture Systems in Radiopharmaceutical Cancer Research. Cancers (Basel) 2020; 12:cancers12102765. [PMID: 32993034 PMCID: PMC7600608 DOI: 10.3390/cancers12102765] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 09/14/2020] [Accepted: 09/16/2020] [Indexed: 12/12/2022] Open
Abstract
In preclinical cancer research, three-dimensional (3D) cell culture systems such as multicellular spheroids and organoids are becoming increasingly important. They provide valuable information before studies on animal models begin and, in some cases, are even suitable for reducing or replacing animal experiments. Furthermore, they recapitulate microtumors, metastases, and the tumor microenvironment much better than monolayer culture systems could. Three-dimensional models show higher structural complexity and diverse cell interactions while reflecting (patho)physiological phenomena such as oxygen and nutrient gradients in the course of their growth or development. These interactions and properties are of great importance for understanding the pathophysiological importance of stromal cells and the extracellular matrix for tumor progression, treatment response, or resistance mechanisms of solid tumors. Special emphasis is placed on co-cultivation with tumor-associated cells, which further increases the predictive value of 3D models, e.g., for drug development. The aim of this overview is to shed light on selected 3D models and their advantages and disadvantages, especially from the radiopharmacist's point of view with focus on the suitability of 3D models for the radiopharmacological characterization of novel radiotracers and radiotherapeutics. Special attention is paid to pancreatic ductal adenocarcinoma (PDAC) as a predestined target for the development of new radionuclide-based theranostics.
Collapse
Affiliation(s)
- Alina Doctor
- Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf, 01328 Dresden, Germany; (A.D.); (V.S.); (M.U.); (S.H.)
- School of Science, Faculty of Chemistry and Food Chemistry, Technische Universität Dresden, 01069 Dresden, Germany
| | - Verena Seifert
- Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf, 01328 Dresden, Germany; (A.D.); (V.S.); (M.U.); (S.H.)
- School of Science, Faculty of Chemistry and Food Chemistry, Technische Universität Dresden, 01069 Dresden, Germany
| | - Martin Ullrich
- Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf, 01328 Dresden, Germany; (A.D.); (V.S.); (M.U.); (S.H.)
| | - Sandra Hauser
- Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf, 01328 Dresden, Germany; (A.D.); (V.S.); (M.U.); (S.H.)
| | - Jens Pietzsch
- Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf, 01328 Dresden, Germany; (A.D.); (V.S.); (M.U.); (S.H.)
- School of Science, Faculty of Chemistry and Food Chemistry, Technische Universität Dresden, 01069 Dresden, Germany
- Correspondence: ; Tel.: +49-351-260-2622
| |
Collapse
|
39
|
Proteomic Analysis of Cell Lines and Primary Tumors in Pancreatic Cancer Identifies Proteins Expressed Only In Vitro and Only In Vivo. Pancreas 2020; 49:1109-1116. [PMID: 32833945 DOI: 10.1097/mpa.0000000000001633] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVES A limited repertoire of good pancreatic ductal adenocarcinoma (PDAC) models is one of the main barriers in developing effective new PDAC treatments. We aimed to characterize 6 commonly used PDAC cell lines and compare them with PDAC patient tumor samples using proteomics. METHODS Proteomic methods were used to generate an extensive catalog of proteins from 10 PDAC surgical specimens, 9 biopsies of adjacent normal tissue, and 6 PDAC cell lines. Protein lists were interrogated to determine what extent the proteome of the cell lines reflects the proteome of primary pancreatic tumors. RESULTS We identified 7973 proteins from the cell lines, 5680 proteins from the tumor tissues, and 4943 proteins from the adjacent normal tissues. We identified 324 proteins unique to the cell lines, some of which may play a role in survival of cells in culture. Conversely, a list of 63 proteins expressed only in the patient samples, whose expression is lost in culture, may place limitations on the degree to which these model systems reflect tumor biology in vivo. CONCLUSIONS Our work offers a catalog of proteins detected in each of the PDAC cell lines, providing a useful guide for researchers seeking model systems for PDAC functional studies.
Collapse
|
40
|
Takahashi H, Yamada D, Asukai K, Wada H, Hasegawa S, Hara H, Shinno N, Ushigome H, Haraguchi N, Sugimura K, Yamamoto K, Nishimura J, Yasui M, Omori T, Miyata H, Ohue M, Yano M, Sakon M, Ishikawa O. Clinical implications of the serum CA19-9 level in "biological borderline resectability" and "biological downstaging" in the setting of preoperative chemoradiation therapy for pancreatic cancer. Pancreatology 2020; 20:919-928. [PMID: 32563596 DOI: 10.1016/j.pan.2020.05.020] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 05/18/2020] [Accepted: 05/27/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Biological factors are emphasized in borderline resectable pancreatic cancer (BRPC), and CA19-9 is an important factor for biological borderline resectability (b-BR). The aim of this study was to investigate the cut-off value of CA19-9 for biological borderline resectability and "biological downstaging" in chemoradiation therapy (CRT) for pancreatic cancer (PC). METHODS A total of 407 patients with anatomically resectable PC (a-R) and BRPC (a-BR) received preoperative gemcitabine-based CRT. The b-BR was determined, according to the CA19-9 value prior to preoperative CRT (pre-CA19-9), as the subgroup of a-R cases in which the survival was comparable with that in a-BR cases. "Biological downstaging" was determined based on prognostic analyses regarding the CA19-9 value after preoperative CRT (post-CA19-9) in association with the survival of R cases (a-R cases without the b-BR factor). RESULTS The 5-year survival of a-R patients with pre-CA19-9 > 120 U/mL was comparable with that of a-BR patients (44% vs 34%, p = 0.082). The survival of b-BR patients with post-CRT CA19-9 ≤ 37 U/mL (normalized) was comparably favorable with that of R patients (56% vs 65%, p = 0.369). The incidence of distant recurrence was higher in b-BR patients without post-CA19-9 normalization than in those with post-CA19-9 normalization (70% vs 50%, p = 0.003), while the incidence of local recurrence was comparable between these two groups (12% vs 13%, p = 0.986). CONCLUSIONS Biological BRPC was determined to be an anatomically resectable disease with pre-CA19-9 > 120 U/mL, and post-CA19-9 normalization indicated "biological downstaging" in b-BR in the preoperative CRT strategy.
Collapse
Affiliation(s)
| | - Daisaku Yamada
- Department of Surgery, Osaka International Cancer Institute, Japan
| | - Kei Asukai
- Department of Surgery, Osaka International Cancer Institute, Japan
| | - Hiroshi Wada
- Department of Surgery, Osaka International Cancer Institute, Japan
| | | | - Hisashi Hara
- Department of Surgery, Osaka International Cancer Institute, Japan
| | - Naoki Shinno
- Department of Surgery, Osaka International Cancer Institute, Japan
| | - Hajime Ushigome
- Department of Surgery, Osaka International Cancer Institute, Japan
| | | | - Keijiro Sugimura
- Department of Surgery, Osaka International Cancer Institute, Japan
| | | | | | - Masayoshi Yasui
- Department of Surgery, Osaka International Cancer Institute, Japan
| | - Takeshi Omori
- Department of Surgery, Osaka International Cancer Institute, Japan
| | - Hiroshi Miyata
- Department of Surgery, Osaka International Cancer Institute, Japan
| | - Masayuki Ohue
- Department of Surgery, Osaka International Cancer Institute, Japan
| | - Masahiko Yano
- Department of Surgery, Osaka International Cancer Institute, Japan
| | - Masato Sakon
- Department of Surgery, Osaka International Cancer Institute, Japan
| | - Osamu Ishikawa
- Department of Surgery, Osaka International Cancer Institute, Japan
| |
Collapse
|
41
|
Liu Z, Lin Y, Gao X, Mai R, Piao X, Ye J, Liang R. Construction of a Comprehensive Multiomics Map of Hepatocellular Carcinoma and Screening of Possible Driver Genes. Front Genet 2020; 11:634. [PMID: 32670354 PMCID: PMC7330124 DOI: 10.3389/fgene.2020.00634] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Accepted: 05/26/2020] [Indexed: 01/20/2023] Open
Abstract
Objectives: The occurrence of hepatocellular carcinoma (HCC) is a complex process involving genetic mutations, epigenetic variation, and abnormal gene expression. However, a comprehensive multiomics investigation of HCC is lacking, and the available multiomics evidence has not led to improvements in clinical practice. Therefore, we explored the molecular mechanism underlying the development of HCC through an integrative analysis of multiomics data obtained at multiple levels to provide innovative perspectives and a new theoretical basis for the early diagnosis, personalized treatment and medical guidance of HCC. Methods: In this study, we collected whole-exome sequencing data, RNA (mRNA and miRNA) sequencing data, DNA methylation array data, and single nucleotide polymorphism (SNP) array data from The Cancer Genome Atlas (TCGA). We analyzed the copy number variation (CNV) in HCC using GISTIC2. MutSigCV was applied to identify significantly mutated genes (SMGs). Functional enrichment analyses were performed using the clusterProfiler package in R software. The prognostic values of discrete variables were estimated using Kaplan–Meier survival curves. Results: By analyzing the HCC data in TCGA, we constructed a comprehensive multiomics map of HCC. Through copy number analysis, we identified significant amplification at 29 loci and significant deletions at 33 loci. A total of 13 significant mutant genes were identified. In addition, we also identified three HCC-related mutant signatures, and among these, signature 22 was closely related to exposure to aristolochic acids. Subsequently, we analyzed the methylation level of HCC samples and identified 51 epigenetically silenced genes that were significantly associated with methylation. The differential expression analysis identified differentially expressed mRNAs and miRNAs in HCC samples. Based on the above-described results, we identified a total of 93 possible HCC driver genes, which are driven by mutations, methylation, and CNVs and have prognostic value. Conclusion: Our study reveals variations in different dimensions of HCC. We performed an integrative analysis of genomic signatures, single nucleotide variants (SNVs), CNVs, methylation, and gene expression in HCC. Based on the results, we identified HCC possible driver genes that might facilitate prognostic prediction and support decision making with regard to the choice of therapy.
Collapse
Affiliation(s)
- Ziyu Liu
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Yan Lin
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Xing Gao
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Rongyun Mai
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Xuemin Piao
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Jiazhou Ye
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Rong Liang
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning, China
| |
Collapse
|
42
|
Damanakis AI, Gebauer F, Bruns CJ. [Molecular predictors for the course of disease and individualized therapy in pancreatic cancer]. Chirurg 2020; 91:642-649. [PMID: 32405728 DOI: 10.1007/s00104-020-01172-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The understanding of the development of pancreatic cancer has undergone considerable development over the last two decades. This is mainly due to the progress and use of methods for molecular biological analysis of pancreatic carcinomas. There is now a fundamental understanding with respect to the genetic drivers for the development of pancreatic cancer and the correlation with clinical data as well as the classification of different genetic characteristics of individual tumors even enables an estimation of the prognosis in some cases. The most common mutation in ductal adenocarcinoma, which if found in >90% of tumors, is the mutation of the KRAS oncogene. The other three, CDKN2A, p53 and SMAD4, are all tumor suppressor genes and are mutated in approximately 90%, 70% and 50% of carcinomas, respectively. In addition, genetic mutations predisposing to pancreatic cancer have been identified. Among the most important are BRCA2, p16/CDKN2A, STK11, PRSS1, PALP2, FANCC, FANCG and ATM. The classification of different subtypes and the knowledge of individual mutations (especially BRCA) can also be used to assess the response to treatment in individual cases. This applies to "conventional" combination chemotherapies (especially FOLFIRINOX) and also to targeted treatment approaches with tyrosine kinase inhibitors, PARP inhibitors and PD‑1 inhibitors. If knowledge about the course of the disease and decisions on individual therapies become established in everyday clinical practice in the future, this may also have a decisive impact on surgery as the most important pillar of curative treatment. This ranges from the increased achievement of secondary operability to the expansion of indications with respect to resection even in patients with metastases.
Collapse
Affiliation(s)
| | | | - C J Bruns
- Klinik für Allgemein‑, Viszeral‑, Tumor- und Transplantationschirurgie, Universitätsklinikum Köln (AöR), Kerpener Str. 62, 50937, Köln, Deutschland.
| |
Collapse
|
43
|
Yang J, Dong Z, Ren A, Fu G, Zhang K, Li C, Wang X, Cui H. Antibiotic tigecycline inhibits cell proliferation, migration and invasion via down-regulating CCNE2 in pancreatic ductal adenocarcinoma. J Cell Mol Med 2020; 24:4245-4260. [PMID: 32141702 PMCID: PMC7171345 DOI: 10.1111/jcmm.15086] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 10/17/2019] [Accepted: 01/15/2020] [Indexed: 12/17/2022] Open
Abstract
Recently, many researches have reported that antibiotic tigecycline has significant effect on cancer treatment. However, biomedical functions and molecular mechanisms of tigecycline in human pancreatic ductal adenocarcinoma (PDAC) remain unclear. In the current study, we tried to assess the effect of tigecycline in PDAC cells. AsPC‐1 and HPAC cells were treated with indicated concentrations of tigecycline for indicated time, and then, MTT, BrdU and soft agar assay were used to test cell proliferation. The effect of tigecycline on cell cycle and cellular apoptosis was tested by cytometry. Migration and invasion were detected by wound healing assay and transwell migration/invasion assay. Expressions of cell cycle‐related and migration/invasion‐related protein were determined by using Western blot. The results revealed that tigecycline observably suppressed cell proliferation by inducing cell cycle arrest at G0/G1 phase and blocked cell migration/invasion via holding back the epithelial‐mesenchymal transition (EMT) process in PDAC. In addition, tigecycline also remarkably blocked tumorigenecity in vivo. Furthermore, the effects of tigecycline alone or combined with gemcitabine in vitro or on PDAC xenografts were also performed. The results showed that tigecycline enhanced the chemosensitivity of PDAC cells to gemcitabine. Interestingly, we found CCNE2 expression was declined distinctly after tigecycline treatment. Then, CCNE2 was overexpressed to rescue tigecycline‐induced effect. The results showed that CCNE2 overexpression significantly rescued tigecycline‐inhibited cell proliferation and migration/invasion. Collectively, we showed that tigecycline inhibits cell proliferation, migration and invasion via down‐regulating CCNE2, and tigecycline might be used as a potential drug for PDAC treatment alone or combined with gemcitabine.
Collapse
Affiliation(s)
- Jie Yang
- State Key Laboratory of Silkworm Genome Biology, Institute of Sericulture and Systems Biology, Southwest University, Beibei, Chongqing, China.,Cancer Center, Medical Research Institute, Southwest University, Beibei, Chongqing, China.,Engineering Research Center for Cancer Biomedical and Translational Medicine, Southwest University, Beibei, Chongqing, China.,Chongqing Engineering and Technology Research Center for Silk Biomaterials and Regenerative Medicine, Southwest University, Beibei, Chongqing, China
| | - Zhen Dong
- State Key Laboratory of Silkworm Genome Biology, Institute of Sericulture and Systems Biology, Southwest University, Beibei, Chongqing, China.,Cancer Center, Medical Research Institute, Southwest University, Beibei, Chongqing, China.,Engineering Research Center for Cancer Biomedical and Translational Medicine, Southwest University, Beibei, Chongqing, China.,Chongqing Engineering and Technology Research Center for Silk Biomaterials and Regenerative Medicine, Southwest University, Beibei, Chongqing, China
| | - Aishu Ren
- College of Stomatology, Chongqing Medical University, Chongqing, China
| | - Gang Fu
- College of Stomatology, Chongqing Medical University, Chongqing, China
| | - Kui Zhang
- State Key Laboratory of Silkworm Genome Biology, Institute of Sericulture and Systems Biology, Southwest University, Beibei, Chongqing, China.,Cancer Center, Medical Research Institute, Southwest University, Beibei, Chongqing, China.,Engineering Research Center for Cancer Biomedical and Translational Medicine, Southwest University, Beibei, Chongqing, China.,Chongqing Engineering and Technology Research Center for Silk Biomaterials and Regenerative Medicine, Southwest University, Beibei, Chongqing, China
| | - Changhong Li
- State Key Laboratory of Silkworm Genome Biology, Institute of Sericulture and Systems Biology, Southwest University, Beibei, Chongqing, China.,Cancer Center, Medical Research Institute, Southwest University, Beibei, Chongqing, China.,Engineering Research Center for Cancer Biomedical and Translational Medicine, Southwest University, Beibei, Chongqing, China.,Chongqing Engineering and Technology Research Center for Silk Biomaterials and Regenerative Medicine, Southwest University, Beibei, Chongqing, China
| | - Xiangwei Wang
- Department of Urology, Carson International Cancer Center, Shenzhen University General Hospital & Shenzhen University Clinical Medical Academy Center, Shenzhen University, Shenzhen, China
| | - Hongjuan Cui
- State Key Laboratory of Silkworm Genome Biology, Institute of Sericulture and Systems Biology, Southwest University, Beibei, Chongqing, China.,Cancer Center, Medical Research Institute, Southwest University, Beibei, Chongqing, China.,Engineering Research Center for Cancer Biomedical and Translational Medicine, Southwest University, Beibei, Chongqing, China.,Chongqing Engineering and Technology Research Center for Silk Biomaterials and Regenerative Medicine, Southwest University, Beibei, Chongqing, China
| |
Collapse
|
44
|
Sarantis P, Koustas E, Papadimitropoulou A, Papavassiliou AG, Karamouzis MV. Pancreatic ductal adenocarcinoma: Treatment hurdles, tumor microenvironment and immunotherapy. World J Gastrointest Oncol 2020; 12:173-181. [PMID: 32104548 PMCID: PMC7031151 DOI: 10.4251/wjgo.v12.i2.173] [Citation(s) in RCA: 176] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 11/28/2019] [Accepted: 12/15/2019] [Indexed: 02/06/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal diseases, with an average 5-year survival rate of less than 10%. Unfortunately, the majority of patients have unresectable, locally advanced, or metastatic disease at the time of diagnosis. Moreover, traditional treatments such as chemotherapy, surgery, and radiation have not been shown to significantly improve survival. Recently, there has been a swift increase in cancer treatments that incorporate immunotherapy-based strategies to target all the stepwise events required for tumor initiation and progression. The results in melanoma, non-small-cell lung cancer and renal cell carcinoma are very encouraging. Unfortunately, the application of checkpoint inhibitors, including anti-CTLA4, anti-PD-1, and anti-PD-L1 antibodies, in pancreatic cancer has been disappointing. Many studies have revealed that the PDAC microenvironment supports tumor growth, promotes metastasis and consists of a physical barrier to drug delivery. Combination therapies hold great promise for enhancing immune responses to achieve a better therapeutic effect. In this review, we provide an outline of why pancreatic cancer is so lethal and of the treatment hurdles that exist. Particular emphasis is given to the role of the tumor microenvironment, and some of the latest and most promising studies on immunotherapy in PDAC are also presented.
Collapse
Affiliation(s)
- Panagiotis Sarantis
- Molecular Oncology Unit, Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, Athens 11527, Greece
| | - Evangelos Koustas
- Molecular Oncology Unit, Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, Athens 11527, Greece
| | - Adriana Papadimitropoulou
- Center of Basic Research, Biomedical Research Foundation of the Academy of Athens, Athens 11527, Greece
| | - Athanasios G Papavassiliou
- Molecular Oncology Unit, Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, Athens 11527, Greece
| | - Michalis V Karamouzis
- Molecular Oncology Unit, Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, Athens 11527, Greece
- First Department of Internal Medicine, “Laiko” General Hospital, Medical School, National and Kapodistrian University of Athens, Athens 11527, Greece
| |
Collapse
|
45
|
Plasma Membrane Ca 2+ ATPase Isoform 4 (PMCA4) Has an Important Role in Numerous Hallmarks of Pancreatic Cancer. Cancers (Basel) 2020; 12:cancers12010218. [PMID: 31963119 PMCID: PMC7016988 DOI: 10.3390/cancers12010218] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 01/08/2020] [Accepted: 01/10/2020] [Indexed: 12/12/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is largely resistant to standard treatments leading to poor patient survival. The expression of plasma membrane calcium ATPase-4 (PMCA4) is reported to modulate key cancer hallmarks including cell migration, growth, and apoptotic resistance. Data-mining revealed that PMCA4 was over-expressed in pancreatic ductal adenocarcinoma (PDAC) tumors which correlated with poor patient survival. Western blot and RT-qPCR revealed that MIA PaCa-2 cells almost exclusively express PMCA4 making these a suitable cellular model of PDAC with poor patient survival. Knockdown of PMCA4 in MIA PaCa-2 cells (using siRNA) reduced cytosolic Ca2+ ([Ca2+]i) clearance, cell migration, and sensitized cells to apoptosis, without affecting cell growth. Knocking down PMCA4 had minimal effects on numerous metabolic parameters (as assessed using the Seahorse XF analyzer). In summary, this study provides the first evidence that PMCA4 is over-expressed in PDAC and plays a role in cell migration and apoptotic resistance in MIA PaCa-2 cells. This suggests that PMCA4 may offer an attractive novel therapeutic target in PDAC.
Collapse
|
46
|
Le Large TY, Meijer LL, Paleckyte R, Boyd LN, Kok B, Wurdinger T, Schelfhorst T, Piersma SR, Pham TV, van Grieken NC, Zonderhuis BM, Daams F, van Laarhoven HW, Bijlsma MF, Jimenez CR, Giovannetti E, Kazemier G. Combined Expression of Plasma Thrombospondin-2 and CA19-9 for Diagnosis of Pancreatic Cancer and Distal Cholangiocarcinoma: A Proteome Approach. Oncologist 2020; 25:e634-e643. [PMID: 31943574 PMCID: PMC7160420 DOI: 10.1634/theoncologist.2019-0680] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 11/22/2019] [Indexed: 12/16/2022] Open
Abstract
Background Minimally invasive diagnostic biomarkers for patients with pancreatic ductal adenocarcinoma (PDAC) and distal cholangiocarcinoma (dCCA) are warranted to facilitate accurate diagnosis. This study identified diagnostic plasma proteins based on proteomics of tumor secretome. Materials and Methods Secretome of tumor and normal tissue was collected after resection of PDAC and dCCA. Differentially expressed proteins were measured by mass spectrometry. Selected candidate biomarkers and carbohydrate antigen 19‐9 (CA19‐9) were validated by enzyme‐linked immunosorbent assay in plasma from patients with PDAC (n = 82), dCCA (n = 29), benign disease (BD; n = 30), and healthy donors (HDs; n = 50). Areas under the curve (AUCs) of receiver operator characteristic curves were calculated to determine the discriminative power. Results In tumor secretome, 696 discriminatory proteins were identified, including 21 candidate biomarkers. Thrombospondin‐2 (THBS2) emerged as promising biomarker. Abundance of THBS2 in plasma from patients with cancer was significantly higher compared to HDs (p < .001, AUC = 0.844). Combined expression of THBS2 and CA19‐9 yielded the optimal discriminatory capacity (AUC = 0.952), similarly for early‐ and late‐stage disease (AUC = 0.971 and AUC = 0.911). Remarkably, this combination demonstrated a power similar to CA19‐9 to discriminate cancer from BD (AUC = 0.764), and THBS2 provided an additive value in patients with high expression levels of bilirubin. Conclusion Our proteome approach identified a promising set of candidate biomarkers. The combined plasma expression of THBS2/CA19‐9 is able to accurately distinguish patients with PDAC or dCCA from HD and BD. Implications for Practice The combined plasma expression of thrombospondin‐2 and carbohydrate antigen 19‐9 is able to accurately diagnose patients with pancreatic cancer and distal cholangiocarcinoma. This will facilitate minimally invasive diagnosis for these patients by distinguishing them from healthy individuals and benign diseases. This article identifies diagnostic plasma proteins to distinguish patients with pancreatic ductal adenocarcinoma and distal cholangiocarcinoma from benign disease and health donors and evaluates these new markers for additive value with CA19‐9 at different disease stages.
Collapse
Affiliation(s)
- Tessa Y.S. Le Large
- Department of Surgery, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Center, University of AmsterdamAmsterdamThe Netherlands
| | - Laura L. Meijer
- Department of Surgery, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
| | - Rosita Paleckyte
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
| | - Lenka N.C. Boyd
- Department of Surgery, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
| | - Bart Kok
- Department of Surgery, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
| | - Thomas Wurdinger
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
| | - Tim Schelfhorst
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
| | - Sander R. Piersma
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
| | - Thang V. Pham
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
| | - Nicole C.T. van Grieken
- Department of Pathology, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
| | - Barbara M. Zonderhuis
- Department of Surgery, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
| | - Freek Daams
- Department of Surgery, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
| | - Hanneke W.M. van Laarhoven
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Center, University of AmsterdamAmsterdamThe Netherlands
| | - Maarten F. Bijlsma
- Laboratory of Experimental Oncology and Radiobiology, Cancer Center Amsterdam, Amsterdam University Medical Center, University of AmsterdamAmsterdamThe Netherlands
| | - Connie R. Jimenez
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
| | - Elisa Giovannetti
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
- Cancer Pharmacology Lab, Associazione Italiana per la Ricerca sul Cancro (AIRC) Start‐Up Unit, Fondazione Pisana per la Scienza, University of PisaPisaItaly
| | - Geert Kazemier
- Department of Surgery, Cancer Center Amsterdam, Amsterdam University Medical Center, VU UniversityAmsterdamThe Netherlands
| |
Collapse
|
47
|
Cascioferro S, Li Petri G, Parrino B, El Hassouni B, Carbone D, Arizza V, Perricone U, Padova A, Funel N, Peters GJ, Cirrincione G, Giovannetti E, Diana P. 3-(6-Phenylimidazo [2,1- b][1,3,4]thiadiazol-2-yl)-1 H-Indole Derivatives as New Anticancer Agents in the Treatment of Pancreatic Ductal Adenocarcinoma. Molecules 2020; 25:E329. [PMID: 31947550 PMCID: PMC7024338 DOI: 10.3390/molecules25020329] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 12/23/2019] [Accepted: 12/28/2019] [Indexed: 12/23/2022] Open
Abstract
A new series of imidazo[2,1-b][1,3,4]thiadiazole derivatives was efficiently synthesized and screened for their in vitro antiproliferative activity on a panel of pancreatic ductal adenocarcinoma (PDAC) cells, including SUIT-2, Capan-1 and Panc-1. Compounds 9c and 9l, showed relevant in vitro antiproliferative activity on all three pre-clinical models with half maximal inhibitory concentration (IC50) ranging from 5.11 to 10.8 µM, while the compounds 9e and 9n were active in at least one cell line. In addition, compound 9c significantly inhibited the migration rate of SUIT-2 and Capan-1 cells in the scratch wound-healing assay. In conclusion, our results will support further studies to increase the library of imidazo [2,1-b][1,3,4] thiadiazole derivatives for deeper understanding of the relationship between biological activity of the compounds and their structures in the development of new antitumor compounds against pancreatic diseases.
Collapse
Affiliation(s)
- Stella Cascioferro
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e Farmaceutiche (STEBICEF), Università degli Studi di Palermo, Via Archirafi 32, 90123 Palermo, Italy; (S.C.); (G.L.P.); (B.P.); (D.C.); (V.A.); (G.C.)
| | - Giovanna Li Petri
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e Farmaceutiche (STEBICEF), Università degli Studi di Palermo, Via Archirafi 32, 90123 Palermo, Italy; (S.C.); (G.L.P.); (B.P.); (D.C.); (V.A.); (G.C.)
- Department of Medical Oncology, VU University Medical Center, Cancer Center Amsterdam, DeBoelelaan 1117, 1081HV Amsterdam, The Netherlands; (B.E.H.); (G.J.P.)
| | - Barbara Parrino
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e Farmaceutiche (STEBICEF), Università degli Studi di Palermo, Via Archirafi 32, 90123 Palermo, Italy; (S.C.); (G.L.P.); (B.P.); (D.C.); (V.A.); (G.C.)
| | - Btissame El Hassouni
- Department of Medical Oncology, VU University Medical Center, Cancer Center Amsterdam, DeBoelelaan 1117, 1081HV Amsterdam, The Netherlands; (B.E.H.); (G.J.P.)
| | - Daniela Carbone
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e Farmaceutiche (STEBICEF), Università degli Studi di Palermo, Via Archirafi 32, 90123 Palermo, Italy; (S.C.); (G.L.P.); (B.P.); (D.C.); (V.A.); (G.C.)
| | - Vincenzo Arizza
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e Farmaceutiche (STEBICEF), Università degli Studi di Palermo, Via Archirafi 32, 90123 Palermo, Italy; (S.C.); (G.L.P.); (B.P.); (D.C.); (V.A.); (G.C.)
| | - Ugo Perricone
- Fondazione RI.MED, Via Bandiera 11, 90133 Palermo, Italy; (U.P.); (A.P.)
| | - Alessandro Padova
- Fondazione RI.MED, Via Bandiera 11, 90133 Palermo, Italy; (U.P.); (A.P.)
| | - Niccola Funel
- Cancer Pharmacology Lab, Fondazione Pisana per la Scienza, via Ferruccio Giovannini 13, 56017 San Giuliano Terme, Pisa, Italy;
| | - Godefridus J. Peters
- Department of Medical Oncology, VU University Medical Center, Cancer Center Amsterdam, DeBoelelaan 1117, 1081HV Amsterdam, The Netherlands; (B.E.H.); (G.J.P.)
| | - Girolamo Cirrincione
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e Farmaceutiche (STEBICEF), Università degli Studi di Palermo, Via Archirafi 32, 90123 Palermo, Italy; (S.C.); (G.L.P.); (B.P.); (D.C.); (V.A.); (G.C.)
| | - Elisa Giovannetti
- Department of Medical Oncology, VU University Medical Center, Cancer Center Amsterdam, DeBoelelaan 1117, 1081HV Amsterdam, The Netherlands; (B.E.H.); (G.J.P.)
- Cancer Pharmacology Lab, Fondazione Pisana per la Scienza, via Ferruccio Giovannini 13, 56017 San Giuliano Terme, Pisa, Italy;
| | - Patrizia Diana
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e Farmaceutiche (STEBICEF), Università degli Studi di Palermo, Via Archirafi 32, 90123 Palermo, Italy; (S.C.); (G.L.P.); (B.P.); (D.C.); (V.A.); (G.C.)
| |
Collapse
|
48
|
Farias VDA, Tovar I, del Moral R, O'Valle F, Expósito J, Oliver FJ, Ruiz de Almodóvar JM. Enhancing the Bystander and Abscopal Effects to Improve Radiotherapy Outcomes. Front Oncol 2020; 9:1381. [PMID: 31970082 PMCID: PMC6960107 DOI: 10.3389/fonc.2019.01381] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 11/22/2019] [Indexed: 12/12/2022] Open
Abstract
In this paper, we summarize published articles and experiences related to the attempt to improve radiotherapy outcomes and, thus, to personalize the radiation treatment according to the individual characteristics of each patient. The evolution of ideas and the study of successively published data have led us to envisage new biophysical models for the interpretation of tumor and healthy normal tissue response to radiation. In the development of the model, we have shown that when mesenchymal stem cells (MSCs) and radiotherapy are administered simultaneously in experimental radiotherapy on xenotumors implanted in a murine model, the results of the treatment show the existence of a synergic mechanism that is able to enhance the local and systemic actions of the radiation both on the treated tumor and on its possible metastasis. We are convinced that, due to the physical hallmarks that characterize the neoplastic tissues, the physical-chemical tropism of MSCs, and the widespread functions of macromolecules, proteins, and exosomes released from activated MSCs, the combination of radiotherapy plus MSCs used intratumorally has the effect of counteracting the pro-tumorigenic and pro-metastatic signals that contribute to the growth, spread, and resistance of the tumor cells. Therefore, we have concluded that MSCs are appropriate for therapeutic use in a clinical trial for rectal cancer combined with radiotherapy, which we are going to start in the near future.
Collapse
Affiliation(s)
- Virgínea de Araújo Farias
- Centro de Investigación Biomédica, Instituto Universitario de Investigación en Biopatología y Medicina Regenerativa, PTS Granada, Granada, Spain
- CIBERONC (Instituto de Salud Carlos III), Granada, Spain
- Instituto de Parasitología y Biomedicina “López Neyra”, Consejo Superior de Investigaciones Científicas, PTS Granada, Granada, Spain
| | - Isabel Tovar
- Complejo Hospitalario de Granada, Servicio Andaluz de Salud, PTS Granada, Granada, Spain
| | - Rosario del Moral
- Complejo Hospitalario de Granada, Servicio Andaluz de Salud, PTS Granada, Granada, Spain
| | - Francisco O'Valle
- Centro de Investigación Biomédica, Instituto Universitario de Investigación en Biopatología y Medicina Regenerativa, PTS Granada, Granada, Spain
- CIBERONC (Instituto de Salud Carlos III), Granada, Spain
- Instituto de Parasitología y Biomedicina “López Neyra”, Consejo Superior de Investigaciones Científicas, PTS Granada, Granada, Spain
- Departamento de Anatomía Patológica, Facultad de Medicina, Universidad de Granada, PTS Granada, Granada, Spain
| | - José Expósito
- Complejo Hospitalario de Granada, Servicio Andaluz de Salud, PTS Granada, Granada, Spain
| | - Francisco Javier Oliver
- CIBERONC (Instituto de Salud Carlos III), Granada, Spain
- Instituto de Parasitología y Biomedicina “López Neyra”, Consejo Superior de Investigaciones Científicas, PTS Granada, Granada, Spain
| | - José Mariano Ruiz de Almodóvar
- Centro de Investigación Biomédica, Instituto Universitario de Investigación en Biopatología y Medicina Regenerativa, PTS Granada, Granada, Spain
- CIBERONC (Instituto de Salud Carlos III), Granada, Spain
| |
Collapse
|
49
|
Dogra P, Ramírez JR, Peláez MJ, Wang Z, Cristini V, Parasher G, Rawat M. Mathematical Modeling to Address Challenges in Pancreatic Cancer. Curr Top Med Chem 2020; 20:367-376. [PMID: 31893993 PMCID: PMC7279939 DOI: 10.2174/1568026620666200101095641] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 09/10/2019] [Accepted: 10/20/2019] [Indexed: 12/30/2022]
Abstract
Pancreatic Ductal Adenocarcinoma (PDAC) is regarded as one of the most lethal cancer types for its challenges associated with early diagnosis and resistance to standard chemotherapeutic agents, thereby leading to a poor five-year survival rate. The complexity of the disease calls for a multidisciplinary approach to better manage the disease and improve the status quo in PDAC diagnosis, prognosis, and treatment. To this end, the application of quantitative tools can help improve the understanding of disease mechanisms, develop biomarkers for early diagnosis, and design patient-specific treatment strategies to improve therapeutic outcomes. However, such approaches have only been minimally applied towards the investigation of PDAC, and we review the current status of mathematical modeling works in this field.
Collapse
Affiliation(s)
- Prashant Dogra
- Mathematics in Medicine Program, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - Javier Ruiz Ramírez
- Mathematics in Medicine Program, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - María J. Peláez
- Mathematics in Medicine Program, Houston Methodist Research Institute, Houston, TX 77030, USA
- Applied Physics Graduate Program, Rice University, Houston, TX 77005, USA
| | - Zhihui Wang
- Mathematics in Medicine Program, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - Vittorio Cristini
- Mathematics in Medicine Program, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - Gulshan Parasher
- Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM 87131, USA
| | - Manmeet Rawat
- Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM 87131, USA
| |
Collapse
|
50
|
McGrath JS, Honrado C, Moore JH, Adair SJ, Varhue WB, Salahi A, Farmehini V, Goudreau BJ, Nagdas S, Blais EM, Bauer TW, Swami NS. Electrophysiology-based stratification of pancreatic tumorigenicity by label-free single-cell impedance cytometry. Anal Chim Acta 2019; 1101:90-98. [PMID: 32029124 DOI: 10.1016/j.aca.2019.12.033] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2019] [Revised: 11/13/2019] [Accepted: 12/14/2019] [Indexed: 12/14/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an aggressive cancer lacking specific biomarkers that can be correlated to disease onset, promotion and progression. To assess whether tumor cell electrophysiology may serve as a marker for PDAC tumorigenicity, we use multi-frequency impedance cytometry at high throughput (∼350 cells/s) to measure the electrical phenotype of single PDAC tumor cells from xenografts, which are derived from primary pancreatic tumors versus those from liver metastases of different patients. A novel phase contrast metric based on variations in the high and low frequency impedance phase responses that is related to electrophysiology of the cell interior is found to be systematically altered as a function of tumorigenicity. PDAC cells of higher tumorigenicity exhibited lowered interior conductivity and enhanced permittivity, which is validated by the dielectrophoresis on the respective cell types. Using genetic analysis, we suggest the role of dysregulated Na+ transport and removal of Ca2+ ions from the cytoplasm on key oncogenic KRAS-driven processes that may be responsible for lowering of the interior cell conductivity. We envision that impedance cytometry can serve as a tool to quantify phenotypic heterogeneity for rapidly stratifying tumorigenicity. It can also aid in protocols for dielectrophoretic isolation of cells with a particular phenotype for prognostic studies on patient survival and to tailor therapy selection to specific patients.
Collapse
Affiliation(s)
- J S McGrath
- School of Engineering and Applied Sciences, University of Virginia, Charlottesville, VA, USA
| | - C Honrado
- School of Engineering and Applied Sciences, University of Virginia, Charlottesville, VA, USA
| | - J H Moore
- School of Engineering and Applied Sciences, University of Virginia, Charlottesville, VA, USA
| | - S J Adair
- Department of Surgery, School of Medicine, University of Virginia, Charlottesville, VA, USA
| | - W B Varhue
- School of Engineering and Applied Sciences, University of Virginia, Charlottesville, VA, USA
| | - A Salahi
- School of Engineering and Applied Sciences, University of Virginia, Charlottesville, VA, USA
| | - V Farmehini
- School of Engineering and Applied Sciences, University of Virginia, Charlottesville, VA, USA
| | - B J Goudreau
- Department of Surgery, School of Medicine, University of Virginia, Charlottesville, VA, USA
| | - S Nagdas
- Department of Surgery, School of Medicine, University of Virginia, Charlottesville, VA, USA
| | - E M Blais
- Department of Surgery, School of Medicine, University of Virginia, Charlottesville, VA, USA
| | - T W Bauer
- Department of Surgery, School of Medicine, University of Virginia, Charlottesville, VA, USA
| | - N S Swami
- School of Engineering and Applied Sciences, University of Virginia, Charlottesville, VA, USA.
| |
Collapse
|