1
|
Fang Y, Tan C, Zheng Z, Yang J, Tang J, Guo R, Silli EK, Chen Z, Chen J, Ge R, Liu Y, Wen X, Liang J, Zhu Y, Jin Y, Li Q, Wang Y. The function of microRNA related to cancer-associated fibroblasts in pancreatic ductal adenocarcinoma. Biochem Pharmacol 2025; 236:116849. [PMID: 40056941 DOI: 10.1016/j.bcp.2025.116849] [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: 11/11/2024] [Revised: 02/13/2025] [Accepted: 03/03/2025] [Indexed: 03/17/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal malignant tumor characterized by a poor prognosis. A prominent feature of PDAC is the rich and dense stroma present in the tumor microenvironment (TME), which significantly hinders drug penetration. Cancer-associated fibroblasts (CAFs), activated fibroblasts originating from various cell sources, including pancreatic stellate cells (PSCs) and mesenchymal stem cells (MSCs), play a critical role in PDAC progression and TME formation. MicroRNAs (miRNAs) are small, single-stranded non-coding RNA molecules that are frequently involved in tumorigenesis and progression, exhibiting either oncolytic or oncogenic activity. Increasing evidence suggests that aberrant expression of miRNAs can mediate interactions between cancer cells and CAFs, thereby providing novel therapeutic targets for PDAC treatment. In this review, we will focus on the potential roles of miRNAs that target CAFs or CAFs-derived exosomes in PDAC progression, highlighting the feasibility of therapeutic strategies aimed at restoring aberrantly expressed miRNAs associated with CAFs, offering new pathways for the clinical management of PDAC.
Collapse
Affiliation(s)
- Yaohui Fang
- College of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Chunlu Tan
- Department of Pancreatic Surgery and General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Zhenjiang Zheng
- Department of Pancreatic Surgery and General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Jianchen Yang
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, TX 78712, USA
| | - Jiali Tang
- College of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Ruizhe Guo
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Epiphane K Silli
- College of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Zhe Chen
- School of Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Jia Chen
- School of Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Ruyu Ge
- College of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Yuquan Liu
- School of Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Xiuqi Wen
- School of Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Jingdan Liang
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Yunfei Zhu
- School of Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Yutong Jin
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Qian Li
- College of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Ying Wang
- College of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu 211198, China.
| |
Collapse
|
2
|
Li X, Ma W, Xu Z, Zhang N, Sharma S, Ramachandran T, Karthikeyan A, Thatoi DN, Ismail AI. Injectable anticancer biodegradable hydrogel-based nanocomposites: Synergistic pH-responsive paclitaxel/β-cyclodextrin nanocomplex delivery in polyvinyl alcohol hydrogel for targeted pancreatic ductal adenocarcinoma treatment. Int J Pharm 2025:125514. [PMID: 40221063 DOI: 10.1016/j.ijpharm.2025.125514] [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: 01/25/2025] [Revised: 03/06/2025] [Accepted: 03/22/2025] [Indexed: 04/14/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a cancer that is highly aggressive and has a challenging tumor microenvironment, which restricts the efficacy of conventional medical treatments. This investigation aims to formulate a localized anticancer hydrogel that incorporates a Paclitaxel/β-cyclodextrin (β-CD) nanocomplex composed of polyvinyl alcohol (PVA). Enhancements in drug delivery, therapeutic efficacy, adverse effects, and the mitigation of multidrug resistance are the objectives of PDAC treatment. In silico analyses were performed to examine the interaction between paclitaxel (PTX) and β-CD, which revealed favorable binding and pH-dependent release characteristics. Via FTIR and XRD analyses, the PTX/β-CD inclusion complex was verified. A hydrogel based on PVA was subsequently formed by incorporating this complex. The hydrogel's physicochemical and structural characteristics were examined using SEM, FTIR, XRD, and rheological methods.. Hydrogel's physical characteristics were evaluated through biodegradation and water absorption experiments. The cytotoxic and anti-metastatic potential of the hydrogel nanocomposite was quantified by conducting MTT assays and invasion and migration assays to assess its anticancer efficacy. The estimated adsorption energy (Eads) of PTX within β-CD to form the PTX/β-CD complex was -1.133 × 10-3 kJ/mol. In the Monte Carlo (MC) method, van der Waals forces and electrostatic interactions were considered based on group-based interactions with a cutoff radius of 12.5 Å. The interaction energy of B and PVA on PTX/β-CD was -319.150 kJ/mol. The binding energy (Ebinding = Einteraction) for B/PVA/PTX/β-CD was found to be -60.977 at pH 3.4 and -69.312 at pH 7.4. In acidic conditions, the Paclitaxel/β-CD nanocomplex exhibited efficient drug release and strong binding interactions. Biodegradation (80 % weight loss within 28 days) and water absorption (up to 500 % of its dried weight) were both exceptional characteristics of the PVA hydrogel. According to anticancer assays, the nanocomposite exhibited substantial cytotoxic effects, which included the inhibition of cancer cell migration and invasion. Paclitaxel's solubility and biological activity were significantly improved by the injectable hydrogel, which confirmed its potential as a sophisticated local drug delivery system. CONCLUSIONS: For the localized treatment of PDAC, the PVA-based injectable hydrogel that has been developed, which includes a Paclitaxel/β-CD nanocomplex, is a promising approach. Its targeted delivery, enhanced solubility, and potent anticancer characteristics offer a valuable method for enhancing therapeutic outcomes while reducing systemic side effects and multidrug resistance.
Collapse
Affiliation(s)
- Xiuxiu Li
- Department of Gastroenterology, Shanxi Province Cancer Hospital, Shanxi Hospital Affiliated to Cancer Hospital Chinese Academy of Medical Sciences, Cancer Hospital Affiliated to Shanxi Medical University, No.3, Xinghualing District, Taiyuan, Shanxi 030001, China.
| | - Weiyu Ma
- Department of Gastroenterology, Shanxi Province Cancer Hospital, Shanxi Hospital Affiliated to Cancer Hospital Chinese Academy of Medical Sciences, Cancer Hospital Affiliated to Shanxi Medical University, No.3, Xinghualing District, Taiyuan, Shanxi 030001, China.
| | - Zhou Xu
- Department of Gastroenterology, Shanxi Province Cancer Hospital, Shanxi Hospital Affiliated to Cancer Hospital Chinese Academy of Medical Sciences, Cancer Hospital Affiliated to Shanxi Medical University, No.3, Xinghualing District, Taiyuan, Shanxi 030001, China.
| | - Ninggang Zhang
- Department of Gastroenterology, Shanxi Province Cancer Hospital, Shanxi Hospital Affiliated to Cancer Hospital Chinese Academy of Medical Sciences, Cancer Hospital Affiliated to Shanxi Medical University, No.3, Xinghualing District, Taiyuan, Shanxi 030001, China.
| | - Shubham Sharma
- Department of Technical Sciences, Western Caspian University, Baku, Azerbaijan; Centre for Research Impact and Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura 140401 Punjab, India; Jadara University Research Center, Jadara University, Jordan.
| | - T Ramachandran
- Department of Mechanical Engineering, School of Engineering and Technology, JAIN (Deemed to be University), Bangalore, Karnataka, India.
| | - A Karthikeyan
- Department of Mechanical Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India.
| | - Dhirendra Nath Thatoi
- Department of Mechanical Engineering, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, Odisha 751030, India.
| | - A I Ismail
- Mechanical Engineering Department, College of Engineering and Architecture, UMM Alqura University, Saudi Arabia.
| |
Collapse
|
3
|
Liaki V, Rosas-Perez B, Guerra C. Unlocking the Genetic Secrets of Pancreatic Cancer: KRAS Allelic Imbalances in Tumor Evolution. Cancers (Basel) 2025; 17:1226. [PMID: 40227826 PMCID: PMC11987834 DOI: 10.3390/cancers17071226] [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: 01/05/2025] [Revised: 03/13/2025] [Accepted: 03/31/2025] [Indexed: 04/15/2025] Open
Abstract
Pancreatic Ductal Adenocarcinoma (PDAC) belongs to the types of cancer with the highest lethality. It is also remarkably chemoresistant to the few available cytotoxic therapeutic options. PDAC is characterized by limited mutational heterogeneity of the known driver genes, KRAS, CDKN2A, TP53, and SMAD4, observed in both early-stage and advanced tumors. In this review, we summarize the two proposed models of genetic evolution of pancreatic cancer. The gradual or stepwise accumulated mutations model has been widely studied. On the contrary, less evidence exists on the more recent simultaneous model, according to which rapid tumor evolution is driven by the concurrent accumulation of genetic alterations. In both models, oncogenic KRAS mutations are the main initiating event. Here, we analyze the emerging topic of KRAS allelic imbalances and how it arises during tumor evolution, as it is often detected in advanced and metastatic PDAC. We also summarize recent evidence on how it affects tumor biology, metastasis, and response to therapy. To this extent, we highlight the necessity to include studies of KRAS allelic frequencies in the design of future therapeutic strategies against pancreatic cancer.
Collapse
Affiliation(s)
- Vasiliki Liaki
- Molecular Oncology Program, Spanish National Cancer Research Center (CNIO), 28029 Madrid, Spain; (B.R.-P.); (C.G.)
| | - Blanca Rosas-Perez
- Molecular Oncology Program, Spanish National Cancer Research Center (CNIO), 28029 Madrid, Spain; (B.R.-P.); (C.G.)
| | - Carmen Guerra
- Molecular Oncology Program, Spanish National Cancer Research Center (CNIO), 28029 Madrid, Spain; (B.R.-P.); (C.G.)
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, 28029 Madrid, Spain
| |
Collapse
|
4
|
Kumari S, Peela S, Nagaraju GP, Srilatha M. Polysaccharides as therapeutic vehicles in pancreatic cancer. Drug Discov Today 2025; 30:104320. [PMID: 40024518 DOI: 10.1016/j.drudis.2025.104320] [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: 01/20/2025] [Revised: 02/13/2025] [Accepted: 02/25/2025] [Indexed: 03/04/2025]
Abstract
Pancreatic cancer (PC) is highly aggressive, with rising incidence and mortality rates. It has significant therapy obstacles due to the limited clinical options, late-stage identification, dense tumor microenvironment (TME), and resistance to therapy. Recent advances might improve treatment consequences in therapy strategies that target important TME components. Moreover, new polymeric drug delivery techniques based on polysaccharides such as polymeric micelles, liposomes, and nanoparticles enhance the solubility of drugs, drug stability, and tumor-specific targeting, which increase the chances of circumventing resistance and improving the efficacy of treatment. Preclinical research has suggested that by modulating the TME and enhancing the efficacy of chemotherapy, polysaccharide-based therapy, such as RP02-1 and DPLL-functionalized amylose, may help treat PC.
Collapse
Affiliation(s)
- Seema Kumari
- Department of Biotechnology, Dr. B.R. Ambedkar University, Srikakulam 532410 AP, India
| | - Sujatha Peela
- Department of Biotechnology, Dr. B.R. Ambedkar University, Srikakulam 532410 AP, India
| | - Ganji Purnachandra Nagaraju
- School of Medicine, Division of Hematology and Oncology, University of Alabama at Birmingham, Birmingham, AL 35233, USA
| | - Mundla Srilatha
- Department of Biotechnology, Sri Venkateswara University, Tirupati, Andhra Pradesh 517502, India.
| |
Collapse
|
5
|
Hu ZY, Ding D, Song Y, Deng YF, Zhang CM, Yu T. Molecular mechanism of pancreatic ductal adenocarcinoma: The heterogeneity of cancer-associated fibroblasts and key signaling pathways. World J Clin Oncol 2025; 16:97007. [PMID: 39995552 PMCID: PMC11686552 DOI: 10.5306/wjco.v16.i2.97007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 10/04/2024] [Accepted: 11/04/2024] [Indexed: 12/11/2024] Open
Abstract
Pancreatic ductal adenocarcinoma stands out as an exceptionally fatal cancer owing to the complexities associated with its treatment and diagnosis, leading to a notably low five-year survival rate. This study offers a detailed exploration of epidemiological trends in pancreatic cancer and key molecular drivers, such as mutations in CDKN2A, KRAS, SMAD4, and TP53, along with the influence of cancer-associated fibroblasts (CAFs) on disease progression. In particular, we focused on the pivotal roles of signaling pathways such as the transforming growth factor-β and Wnt/β-catenin pathways in the development of pancreatic cancer and investigated their application in emerging therapeutic strategies. This study provides new scientific perspectives on pancreatic cancer treatment, especially in the development of precision medicine and targeted therapeutic strategies, and demonstrates the importance of signaling pathway research in the development of effective therapeutic regimens. Future studies should explore the subtypes of CAFs and their specific roles in the tumor microenvironment to devise more effective therapeutic methods.
Collapse
Affiliation(s)
- Zhong-Yuan Hu
- First School of Clinical Medicine, Shaanxi University of Chinese Medicine, Xianyang 712000, Shaanxi Province, China
| | - Ding Ding
- First School of Clinical Medicine, Shaanxi University of Chinese Medicine, Xianyang 712000, Shaanxi Province, China
| | - Yu Song
- College of Acupuncture and Massage, Shaanxi University of Chinese Medicine, Xianyang 712000, Shaanxi Province, China
| | - Ya-Feng Deng
- Graduate School, Guangzhou University of Chinese Medicine, Guangzhou 510000, Guangdong Province, China
| | - Cheng-Ming Zhang
- Digestive Department I, Shaanxi Provincial Hospital of Traditional Chinese Medicine, Xi’an 710000, Shaanxi Province, China
| | - Tao Yu
- Digestive Department I, Shaanxi Provincial Hospital of Traditional Chinese Medicine, Xi’an 710000, Shaanxi Province, China
| |
Collapse
|
6
|
Demir T, Moloney C, Mahalingam D. Threading the Needle: Navigating Novel Immunotherapeutics in Pancreatic Ductal Adenocarcinoma. Cancers (Basel) 2025; 17:715. [PMID: 40075563 PMCID: PMC11898821 DOI: 10.3390/cancers17050715] [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: 01/03/2025] [Revised: 02/08/2025] [Accepted: 02/17/2025] [Indexed: 03/14/2025] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy with a poor prognosis. Currently, chemotherapy is the only option for most patients with advanced-stage PDAC. Further, conventional immunotherapies and targeted therapies improve survival outcomes only in rare PDAC patient subgroups. To date, combinatory immunotherapeutic strategies to overcome the immune-hostile PDAC tumor microenvironment (TME) have resulted in limited efficacy in clinical studies. However, efforts are ongoing to develop new treatment strategies for patients with PDAC with the evolving knowledge of the TME, molecular characterization, and immune resistance mechanisms. Further, the growing arsenal of various immunotherapeutic agents, including novel classes of immune checkpoint inhibitors and oncolytic, chimeric antigen receptor T cell, and vaccine therapies, reinforces these efforts. This review will focus on the place of immunotherapy and future possible strategies in PDAC.
Collapse
Affiliation(s)
| | | | - Devalingam Mahalingam
- Developmental Therapeutics, Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (T.D.); (C.M.)
| |
Collapse
|
7
|
Jin D, Khan NU, Gu W, Lei H, Goel A, Chen T. Informatics strategies for early detection and risk mitigation in pancreatic cancer patients. Neoplasia 2025; 60:101129. [PMID: 39842383 PMCID: PMC11763847 DOI: 10.1016/j.neo.2025.101129] [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: 11/07/2024] [Revised: 01/17/2025] [Accepted: 01/17/2025] [Indexed: 01/24/2025]
Abstract
This review provides a comprehensive overview of the current landscape in pancreatic cancer (PC) screening, diagnosis, and early detection. This emphasizes the need for targeted screening in high-risk groups, particularly those with familial predispositions and genetic mutations, such as BRCA1, BRCA2, and PALB2. This review highlights the sporadic nature of most PC cases and significant risk factors, including smoking, alcohol consumption, obesity, and diabetes. Advanced imaging techniques, such as Endoscopic Ultrasound (EUS) and Contrast-Enhanced Harmonic Imaging (CEH-EUS), have been discussed for their superior sensitivity in early detection. This review also explores the potential of novel biomarkers, including those found in body fluids, such as serum, plasma, urine, and bile, as well as the emerging role of liquid biopsy technologies in analyzing circulating tumor DNA (ctDNA), circulating tumor cells (CTCs), and exosomes. AI-driven approaches, such as those employed in Project Felix and CancerSEEK, have been highlighted for their potential to enhance early detection through deep learning and biomarker discovery. This review underscores the importance of universal genetic testing and the integration of AI with traditional diagnostic methods to improve outcomes in high-risk individuals. Additionally, this review points to future directions in PC diagnostics, including next-generation imaging, molecular biomarkers, and personalized medicine, aiming to overcome current diagnostic challenges and improve survival rates. Ultimately, the review advocates the adoption of informatics and AI-driven strategies to enhance early detection, reduce morbidity, and save lives in the fight against pancreatic cancer.
Collapse
Affiliation(s)
- Di Jin
- Department of Cancer Prevention, Zhejiang Cancer Hospital, Hangzhou 310022, China; Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310018, China; Zhejiang Chinese Medical University, Hangzhou 310053, China.
| | - Najeeb Ullah Khan
- Institute of Biotechnology & Genetic Engineering (Health Division), The University of Agriculture Peshawar, Peshawar, PO Box 25130, Pakistan.
| | - Wei Gu
- Department of Cancer Prevention, Zhejiang Cancer Hospital, Hangzhou 310022, China; Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310018, China; Wenzhou Medical University, Wenzhou, 325000, China.
| | - Huijun Lei
- Department of Cancer Prevention, Zhejiang Cancer Hospital, Hangzhou 310022, China; Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310018, China.
| | - Ajay Goel
- Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of City of Hope, Biomedical Research Center, Monrovia, California, USA; City of Hope Comprehensive Cancer Center, Duarte, CA, USA.
| | - Tianhui Chen
- Department of Cancer Prevention, Zhejiang Cancer Hospital, Hangzhou 310022, China; Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310018, China.
| |
Collapse
|
8
|
Bhattacharjee K, Ghosh A. Identification of key regulators in pancreatic ductal adenocarcinoma using network theoretical approach. PLoS One 2025; 20:e0313738. [PMID: 39869563 PMCID: PMC11771905 DOI: 10.1371/journal.pone.0313738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 10/30/2024] [Indexed: 01/29/2025] Open
Abstract
Pancreatic Ductal Adenocarcinoma (PDAC) is a devastating disease with poor clinical outcomes, which is mainly because of delayed disease detection, resistance to chemotherapy, and lack of specific targeted therapies. The disease's development involves complex interactions among immunological, genetic, and environmental factors, yet its molecular mechanism remains elusive. A major challenge in understanding PDAC etiology lies in unraveling the genetic profiling that governs the PDAC network. To address this, we examined the gene expression profile of PDAC and compared it with that of healthy controls, identifying differentially expressed genes (DEGs). These DEGs formed the basis for constructing the PDAC protein interaction network, and their network topological properties were calculated. It was found that the PDAC network self-organizes into a scale-free fractal state with weakly hierarchical organization. Newman and Girvan's algorithm (leading eigenvector (LEV) method) of community detection enumerated four communities leading to at least one motif defined by G (3,3). Our analysis revealed 33 key regulators were predominantly enriched in neuroactive ligand-receptor interaction, Cell adhesion molecules, Leukocyte transendothelial migration pathways; positive regulation of cell proliferation, positive regulation of protein kinase B signaling biological functions; G-protein beta-subunit binding, receptor binding molecular functions etc. Transcription Factor and mi-RNA of the key regulators were obtained. Recognizing the therapeutic potential and biomarker significance of PDAC Key regulators, we also identified approved drugs for specific genes. However, it is imperative to subject Key regulators to experimental validation to establish their efficacy in the context of PDAC.
Collapse
Affiliation(s)
| | - Aryya Ghosh
- Department of Chemistry, Ashoka University, Sonipat, Haryana, India
| |
Collapse
|
9
|
Zhao B, Cao B, Xia T, Zhu L, Yu Y, Lu C, Tang T, Wang Y, Ju S. Multiparametric MRI for Assessment of the Biological Invasiveness and Prognosis of Pancreatic Ductal Adenocarcinoma in the Era of Artificial Intelligence. J Magn Reson Imaging 2025. [PMID: 39781607 DOI: 10.1002/jmri.29708] [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: 10/07/2024] [Revised: 12/24/2024] [Accepted: 12/25/2024] [Indexed: 01/12/2025] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the deadliest malignant tumor, with a grim 5-year overall survival rate of about 12%. As its incidence and mortality rates rise, it is likely to become the second-leading cause of cancer-related death. The radiological assessment determined the stage and management of PDAC. However, it is a highly heterogeneous disease with the complexity of the tumor microenvironment, and it is challenging to adequately reflect the biological aggressiveness and prognosis accurately through morphological evaluation alone. With the dramatic development of artificial intelligence (AI), multiparametric magnetic resonance imaging (mpMRI) using specific contrast media and special techniques can provide morphological and functional information with high image quality and become a powerful tool in quantifying intratumor characteristics. Besides, AI has been widespread in the field of medical imaging analysis. Radiomics is the high-throughput mining of quantitative image features from medical imaging that enables data to be extracted and applied for better decision support. Deep learning is a subset of artificial neural network algorithms that can automatically learn feature representations from data. AI-enabled imaging biomarkers of mpMRI have enormous promise to bridge the gap between medical imaging and personalized medicine and demonstrate huge advantages in predicting biological characteristics and the prognosis of PDAC. However, current AI-based models of PDAC operate mainly in the realm of a single modality with a relatively small sample size, and the technical reproducibility and biological interpretation present a barrage of new potential challenges. In the future, the integration of multi-omics data, such as radiomics and genomics, alongside the establishment of standardized analytical frameworks will provide opportunities to increase the robustness and interpretability of AI-enabled image biomarkers and bring these biomarkers closer to clinical practice. EVIDENCE LEVEL: 3 TECHNICAL EFFICACY: Stage 4.
Collapse
Affiliation(s)
- Ben Zhao
- Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China
| | - Buyue Cao
- Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China
| | - Tianyi Xia
- Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China
| | - Liwen Zhu
- Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China
| | - Yaoyao Yu
- Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China
| | - Chunqiang Lu
- Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China
| | - Tianyu Tang
- Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China
| | - Yuancheng Wang
- Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China
| | - Shenghong Ju
- Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China
| |
Collapse
|
10
|
Hansen N, Peña-Martínez P, Skoog P, Reinbach K, Hansen FC, Faria SL, Grönberg C, Abdilleh K, Magnusson S, von Wachenfeldt K, Millrud CR, Liberg D, Järås M. Blocking IL1RAP on cancer-associated fibroblasts in pancreatic ductal adenocarcinoma suppresses IL-1-induced neutrophil recruitment. J Immunother Cancer 2024; 12:e009523. [PMID: 39694705 DOI: 10.1136/jitc-2024-009523] [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] [Accepted: 11/12/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) represents a major clinical challenge due to its tumor microenvironment, which exhibits immune-suppressive properties that facilitate cancer progression, metastasis, and therapy resistance. Interleukin 1 (IL-1) signaling has been implicated as a driver in this process. Mechanistically, both IL-1α and IL-1β bind to the IL-1 receptor type 1, forming a complex with IL-1-receptor accessory protein (IL1RAP), which triggers downstream signaling pathways. The IL1RAP blocking antibody nadunolimab is currently in clinical development, but the precise consequences of inhibiting IL-1 signaling in PDAC remains elusive. METHODS To evaluate the biological relevance of blocking IL1RAP using nadunolimab in a PDAC animal model, human PDAC cells and cancer-associated fibroblasts (CAFs) were co-transplanted into mice. To study the underlying mechanisms of IL1RAP blockade ex vivo, co-cultured PDAC cells and CAFs were treated with nadunolimab prior to RNA sequencing. Migration assays were performed to assess how nadunolimab affects interactions between CAFs and myeloid immune cells. Finally, to establish a clinical correlation between IL1RAP expression and nadunolimab treatment effects, we analyzed tumor biopsies from a clinical phase I/II study in which nadunolimab was administered to patients. RESULTS In the xenograft mouse model, nadunolimab exhibited antitumor effects only when human CAFs were co-transplanted with PDAC cells. IL-1 stimulation induced CAFs to secrete chemokines that recruited neutrophils and monocytes. The secretion of this chemokine and the migration of myeloid cells were inhibited by nadunolimab. Media conditioned by IL-1-stimulated CAFs sustained a neutrophil population with a tissue invasion phenotype, an effect that was reversed by nadunolimab. In a cohort of metastatic late-stage PDAC patients receiving nadunolimab as monotherapy, high IL1RAP expression in tumors was associated with extended progression-free survival. CONCLUSIONS Our study demonstrates that targeting IL1RAP on CAFs inhibits IL-1-induced chemokine secretion and recruitment of neutrophils and monocytes, thereby counteracting the immunosuppressive microenvironment in PDAC. These findings highlight the therapeutic potential of targeting IL1RAP in PDAC.
Collapse
Affiliation(s)
- Nils Hansen
- Lund Stem Cell Center, Lund University, Lund, Sweden
| | | | | | | | | | | | | | - Kawther Abdilleh
- Pancreatic Cancer Action Network, Manhattan Beach, California, USA
| | | | | | | | | | - Marcus Järås
- Lund Stem Cell Center, Lund University, Lund, Sweden
| |
Collapse
|
11
|
Huang Z, Li M, Gu B, Chen J, Liu S, Tan P, Fu W. Ferroptosis-related LINC02535/has-miR-30c-5p/EIF2S1 axis as a novel prognostic biomarker involved in immune infiltration and progression of PDAC. Cell Signal 2024; 123:111338. [PMID: 39117252 DOI: 10.1016/j.cellsig.2024.111338] [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: 05/12/2024] [Revised: 07/27/2024] [Accepted: 08/05/2024] [Indexed: 08/10/2024]
Abstract
BACKGROUND PDAC, also known as pancreatic ductal adenocarcinoma, is often diagnosed at a late stage due to nonspecific symptoms and a distinct lack of reliable biomarkers for timely diagnosis. Ferroptosis, a novel non-apoptotic cell death mode discovered in recent years, is strongly linked to the progression of PDAC and the evasion of the immune system. The objective of this study is to discover a novel ceRNA biomarker associated with ferroptosis and investigate its possible molecular mechanisms and therapeutic potential in PDAC. METHODS Based on the FerrDb and TCGA databases, the R survival package was used to screen for ferroptosis-related mRNAs associated with PDAC prognosis. The ferroptosis-related ceRNA network was identified by miRTarBase, miRNet, and starBase and visualized using Cytoscape. The LASSO regression analysis was used to build a risk model associated with ceRNA. Additionally, we investigated the correlation between the ceRNA axis and the infiltration of immune cells in PDAC by employing the ssGSEA algorithm. Spearman correlation analysis was used to investigate the association between the ceRNA network and the expression levels of immune checkpoint genes in PDAC. The prediction of potential medications for PAAD patients with high risk scores was conducted using the R package oncoPredict and the Genomics of Drug Sensitivity in Cancer (GDSC) repository. Expression levels of LINC02535 in clinical specimens and PDAC cell lines were determined using qRT-PCR. CCK-8, colony formation, EdU, wound healing, and transwell assays were performed to assess the impact of reducing LINC02535 on the growth, migration, and invasion of PDAC cell lines BxPC3 and PANC1. RESULTS We first discovered a new LINC02535/miR-30c-5p/EIF2S1 axis associated with ferroptosis and created a prognostic nomogram for predicting overall survival. Meanwhile, the risk scores of the LINC02535/miR-30c-5p/EIF2S1 axis associated with ferroptosis were linked to immune subtypes in PDAC. The high immune infiltration subtype exhibited elevated ceRNA risk scores and EIF2S1 expression. The correlation analysis revealed a positive correlation between ceRNA risk scores and four immune cells, namely Activated CD4 T cell, Memory B cell, Neutrophil, and Type 2 T helper cell, as well as four immune checkpoint genes, namely CD274, HAVCR2, PDCD1LG2, and TIGIT. The analysis of drug sensitivity indicated that individuals with a high-risk score may exhibit greater sensitivity to inhibitors targeting MEK1/2 compared to those with a low-risk score. In our validation experiments, it was observed that the expression of LINC02535 was increased in both PDAC tissues and cell lines. Additionally, the inhibition of LINC02535 resulted in decreased proliferation, migration, and invasion of PDAC cells. Rescue experiments demonstrated that LINC02535 promoted PDAC cell growth and metastasis by upregulating EIF2S1 expression. CONCLUSION To summarize, a novel ferroptosis-associated LINC02535/miR-30c-5p/EIF2S1 ceRNA network for PDAC patients was established. The analysis of this network's functionality offers potential insights for clinical decision-making and the advancement of precision medicine.
Collapse
MESH Headings
- Humans
- Ferroptosis/genetics
- MicroRNAs/metabolism
- MicroRNAs/genetics
- Biomarkers, Tumor/metabolism
- Biomarkers, Tumor/genetics
- Prognosis
- Carcinoma, Pancreatic Ductal/genetics
- Carcinoma, Pancreatic Ductal/pathology
- Carcinoma, Pancreatic Ductal/metabolism
- Carcinoma, Pancreatic Ductal/immunology
- Pancreatic Neoplasms/genetics
- Pancreatic Neoplasms/pathology
- Pancreatic Neoplasms/metabolism
- RNA, Long Noncoding/genetics
- RNA, Long Noncoding/metabolism
- Gene Expression Regulation, Neoplastic
- Disease Progression
- Cell Line, Tumor
Collapse
Affiliation(s)
- Zhiwei Huang
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
| | - Mo Li
- Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, Academician (Expert) Workstation of Sichuan Province, Department of General Surgery (Hepatopancreatobiliary surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
| | - Boyuan Gu
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
| | - Jiatong Chen
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
| | - Shenglu Liu
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
| | - Peng Tan
- Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, Academician (Expert) Workstation of Sichuan Province, Department of General Surgery (Hepatopancreatobiliary surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China.
| | - Wenguang Fu
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China; Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, Academician (Expert) Workstation of Sichuan Province, Department of General Surgery (Hepatopancreatobiliary surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China.
| |
Collapse
|
12
|
Hegazi A, Rager LE, Watkins DE, Su KH. Advancing Immunotherapy in Pancreatic Cancer. Int J Mol Sci 2024; 25:11560. [PMID: 39519112 PMCID: PMC11546161 DOI: 10.3390/ijms252111560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 10/21/2024] [Accepted: 10/22/2024] [Indexed: 11/16/2024] Open
Abstract
Pancreatic cancer remains one of the deadliest malignancies, with a consistently low five-year survival rate for the past several decades. This is in stark contrast to other cancers, which have seen significant improvement in survival and prognosis due to recent developments in therapeutic modalities. These modest improvements in pancreatic cancer outcomes have primarily resulted from minor advances in cytotoxic chemotherapeutics, with limited progress in other treatment approaches. A major focus of current therapeutic research is the further development of immunomodulatory therapies characterized by antibody-based approaches, cellular therapies, and vaccines. Although initial results utilizing immunotherapy in pancreatic cancer have been mixed, recent clinical trials have demonstrated significant improvements in patient outcomes. In this review, we detail these three approaches to immunomodulation, highlighting their common targets and distinct shortcomings, and we provide a narrative summary of completed and ongoing clinical trials that utilize these approaches to immunomodulation. Within this context, we aim to inform future research efforts by identifying promising areas that warrant further exploration.
Collapse
Affiliation(s)
| | | | | | - Kuo-Hui Su
- Department of Cell and Cancer Biology, College of Medicine and Life Sciences, The University of Toledo, Toledo, OH 43614, USA; (A.H.); (L.E.R.); (D.E.W.)
| |
Collapse
|
13
|
Li M, Freeman S, Franco-Barraza J, Cai KQ, Kim A, Jin S, Cukierman E, Ye K. A bioprinted sea-and-island multicellular model for dissecting human pancreatic tumor-stroma reciprocity and adaptive metabolism. Biomaterials 2024; 310:122631. [PMID: 38815457 PMCID: PMC11186049 DOI: 10.1016/j.biomaterials.2024.122631] [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: 01/11/2024] [Revised: 05/18/2024] [Accepted: 05/23/2024] [Indexed: 06/01/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) presents a formidable clinical challenge due to its intricate microenvironment characterized by desmoplasia and complex tumor-stroma interactions. Conventional models hinder studying cellular crosstalk for therapeutic development. To recapitulate key features of PDAC masses, this study creates a novel sea-and-island PDAC tumor construct (s&i PTC). The s&i PTC consists of 3D-printed islands of human PDAC cells positioned within an interstitial extracellular matrix (ECM) populated by human cancer-associated fibroblasts (CAFs). This design closely mimics the in vivo desmoplastic architecture and nutrient-poor conditions. The model enables studying dynamic tumor-stroma crosstalk and signaling reciprocity, revealing both known and yet-to-be-discovered multicellular metabolic adaptations. Using the model, we discovered the orchestrated dynamic alterations of CAFs under nutrient stress, resembling critical in vivo human tumor niches, such as the secretion of pro-tumoral inflammatory factors. Additionally, nutrient scarcity induces dynamic alterations in the ECM composition and exacerbates poor cancer cell differentiation-features well-established in PDAC progression. Proteomic analysis unveiled the enrichment of proteins associated with aggressive tumor behavior and ECM remodeling in response to poor nutritional conditions, mimicking the metabolic stresses experienced by avascular pancreatic tumor cores. Importantly, the model's relevance to patient outcomes is evident through an inverse correlation between biomarker expression patterns in the s&i PTCs and PDAC patient survival rates. Key findings include upregulated MMPs and key ECM proteins (such as collagen 11 and TGFβ) under nutrient-avid conditions, known to be regulated by CAFs, alongside the concomitant reduction in E-cadherin expression associated with a poorly differentiated PDAC state under nutrient deprivation. Furthermore, elevated levels of hyaluronic acid (HA) and integrins in response to nutrient deprivation underscore the model's fidelity to the PDAC microenvironment. We also observed increased IL-6 and reduced α-SMA expression under poor nutritional conditions, suggesting a transition of CAFs from myofibroblastic to inflammatory phenotypes under a nutrient stress akin to in vivo niches. In conclusion, the s&i PTC represents a significant advancement in engineering clinically relevant 3D models of PDAC masses. It offers a promising platform for elucidating tumor-stroma interactions and guiding future therapeutic strategies to improve patient outcomes.
Collapse
Affiliation(s)
- Ming Li
- Department of Biomedical Engineering, Center of Biomanufacturing for Regenerative Medicine, Binghamton University, SUNY, Binghamton, NY, USA
| | - Sebastian Freeman
- Department of Biomedical Engineering, Center of Biomanufacturing for Regenerative Medicine, Binghamton University, SUNY, Binghamton, NY, USA
| | - Janusz Franco-Barraza
- Cancer Signaling and Microenvironment Program, Marvin and Concetta Greenberg Pancreatic Cancer Institute, Fox Chase Cancer Center, Lewis Katz Temple School of Medicine, Philadelphia, PA, USA
| | - Kathy Q Cai
- Cancer Signaling and Microenvironment Program, Marvin and Concetta Greenberg Pancreatic Cancer Institute, Fox Chase Cancer Center, Lewis Katz Temple School of Medicine, Philadelphia, PA, USA
| | - Amy Kim
- Department of Biomedical Engineering, Center of Biomanufacturing for Regenerative Medicine, Binghamton University, SUNY, Binghamton, NY, USA
| | - Sha Jin
- Department of Biomedical Engineering, Center of Biomanufacturing for Regenerative Medicine, Binghamton University, SUNY, Binghamton, NY, USA
| | - Edna Cukierman
- Cancer Signaling and Microenvironment Program, Marvin and Concetta Greenberg Pancreatic Cancer Institute, Fox Chase Cancer Center, Lewis Katz Temple School of Medicine, Philadelphia, PA, USA.
| | - Kaiming Ye
- Department of Biomedical Engineering, Center of Biomanufacturing for Regenerative Medicine, Binghamton University, SUNY, Binghamton, NY, USA.
| |
Collapse
|
14
|
Do CTP, Prochnau JY, Dominguez A, Wang P, Rao MK. The Road Ahead in Pancreatic Cancer: Emerging Trends and Therapeutic Prospects. Biomedicines 2024; 12:1979. [PMID: 39335494 PMCID: PMC11428787 DOI: 10.3390/biomedicines12091979] [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: 08/01/2024] [Revised: 08/15/2024] [Accepted: 08/21/2024] [Indexed: 09/30/2024] Open
Abstract
This review explores the challenges and emerging trends in pancreatic cancer therapy. In particular, we focus on the tumor microenvironment and the potential of immunotherapy for pancreatic cancer. Pancreatic ductal adenocarcinoma, characterized by its dense stromal architecture, presents unique challenges for effective treatment. Recent advancements have emphasized the role of the tumor microenvironment in therapeutic resistance and disease progression. We discuss novel strategies targeting the desmoplastic barrier and immunosuppressive cells to enhance immune cell infiltration and activation. Recent clinical trials, particularly those involving novel immunotherapeutic agents and tumor vaccines, are examined to understand their efficacy and limitations. Our analysis reveals that combining immunotherapy with chemotherapy, radiation therapy, or drugs targeting epigenetic processes shows promise, improving overall survival rates and response to treatment. For instance, trials utilizing checkpoint inhibitors in combination with standard chemotherapies have extended disease-free survival by up to 6 months compared to chemotherapy alone. Importantly, vaccines targeting specific tumor neoantigens have shown the potential to increase patient survival. However, these approaches also face significant challenges, including overcoming the immunosuppressive tumor microenvironment and enhancing the delivery and efficacy of therapeutic agents. By providing an overview of both the promising results and the obstacles encountered, this review aims to highlight ongoing efforts to refine immunotherapy approaches for better patient outcomes.
Collapse
Affiliation(s)
- Chris T P Do
- Greehey Children's Cancer Research Institute, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Jack Y Prochnau
- Greehey Children's Cancer Research Institute, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Angel Dominguez
- Department of Cell Systems and Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Pei Wang
- Department of Cell Systems and Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Manjeet K Rao
- Greehey Children's Cancer Research Institute, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
- Department of Cell Systems and Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| |
Collapse
|
15
|
Ead AS, Wirkus J, Matsukuma K, Mackenzie GG. A high-fat diet induces changes in mesenteric adipose tissue accelerating early-stage pancreatic carcinogenesis in mice. J Nutr Biochem 2024; 131:109690. [PMID: 38876394 DOI: 10.1016/j.jnutbio.2024.109690] [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: 03/17/2024] [Revised: 06/01/2024] [Accepted: 06/09/2024] [Indexed: 06/16/2024]
Abstract
Increased adiposity is a significant risk factor for pancreatic cancer development. Multiple preclinical studies have documented that high-fat, high calorie diets, rich in omega-6 fatty acids (FA) accelerate pancreatic cancer development. However, the effect of a high-fat, low sucrose diet (HFD), on pancreatic carcinogenesis remains unclear. We evaluated the impact of a HFD on early-stage pancreatic carcinogenesis in the clinically relevant KrasLSL-G12D/+; Ptf1aCre/+ (KC) genetically engineered mouse model, and characterized the role of the mesenteric adipose tissue (MAT). Cohorts of male and female KC mice were randomly assigned to a control diet (CD) or a HFD, matched for FA composition (9:1 of omega-6 FA: omega-3 FA), and fed their diets for 8 weeks. After 8 weeks on a HFD, KC mice had significantly higher body weight, fat mass, and serum leptin compared to CD-fed KC mice. Furthermore, a HFD accelerated pancreatic acinar-to-ductal metaplasia (ADM) and proliferation, associated with increased activation of ERK and STAT3, and macrophage infiltration in the pancreas, compared to CD-fed KC mice. Metabolomics analysis of the MAT revealed sex differences between diet groups. In females, a HFD altered metabolites related to FA (α-linolenic acid and linoleic acid) and amino acid metabolism (alanine, aspartate, glutamate). In males, a HFD significantly affected pathways related to alanine, aspartate, glutamate, linoleic acid, and the citric acid cycle. A HFD accelerates early pancreatic ADM through multifaceted mechanisms, including effects at the tumor and surrounding MAT. The sex-dependent changes in MAT metabolites could explain some of the sex differences in HFD-induced pancreatic ADM.
Collapse
Affiliation(s)
- Aya S Ead
- Department of Nutrition, University of California, Davis, California, USA
| | - Joanna Wirkus
- Department of Nutrition, University of California, Davis, California, USA
| | - Karen Matsukuma
- Department of Pathology and Laboratory Medicine, Davis Medical Center, University of California, Sacramento, California, USA; University of California Davis Comprehensive Cancer Center, University of California, Sacramento, California, USA
| | - Gerardo G Mackenzie
- Department of Nutrition, University of California, Davis, California, USA; University of California Davis Comprehensive Cancer Center, University of California, Sacramento, California, USA.
| |
Collapse
|
16
|
Xu X, Ding Y, Dong Y, Yuan H, Xia P, Qu C, Ma J, Wang H, Zhang X, Zhao L, Li Z, Liang Z, Wang J. Nanobody-Engineered Biohybrid Bacteria Targeting Gastrointestinal Cancers Induce Robust STING-Mediated Anti-Tumor Immunity. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2401905. [PMID: 38888519 PMCID: PMC11336900 DOI: 10.1002/advs.202401905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 05/22/2024] [Indexed: 06/20/2024]
Abstract
Bacteria can be utilized for cancer therapy owing to their preferential colonization at tumor sites. However, unmodified non-pathogenic bacteria carry potential risks due to their non-specific targeting effects, and their anti-tumor activity is limited when used as monotherapy. In this study, a biohybrid-engineered bacterial system comprising non-pathogenic MG1655 bacteria modified with CDH17 nanobodies on their surface and conjugated with photosensitizer croconium (CR) molecules is developed. The resultant biohybrid bacteria can efficiently home to CDH17-positive tumors, including gastric, pancreatic, and colorectal cancers, and significantly suppress tumor growth upon irradiation. More importantly, biohybrid bacteria-mediated photothermal therapy (PTT) induced abundant macrophage infiltration in a syngeneic murine colorectal model. Further, that the STING pathway is activated in tumor macrophages by the released bacterial nucleic acid after PTT is revealed, leading to the production of type I interferons. The addition of CD47 nanobody but not PD-1 antibody to the PTT regimen can eradicate the tumors and extend survival. This results indicate that bacteria endowed with tumor-specific selectivity and coupled with photothermal payloads can serve as an innovative strategy for low-immunogenicity cancers. This strategy can potentially reprogram the tumor microenvironment by inducing macrophage infiltration and enhancing the efficacy of immunotherapy targeting macrophages.
Collapse
Affiliation(s)
- Xiaolong Xu
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of UrologyShenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and TechnologyThe Second Clinical Medical CollegeJinan University)ShenzhenGuangdong518020China
- Integrated Chinese and Western Medicine Postdoctoral Research StationJinan UniversityGuangzhou510632China
| | - Youbin Ding
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of UrologyShenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and TechnologyThe Second Clinical Medical CollegeJinan University)ShenzhenGuangdong518020China
- Department of Medical ImagingThe Third Affiliated HospitalSouthern Medical University (Academy of Orthopedics Guangdong Province)Guangzhou510515China
| | - Yafang Dong
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of UrologyShenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and TechnologyThe Second Clinical Medical CollegeJinan University)ShenzhenGuangdong518020China
- Department of Medical ImagingThe Third Affiliated HospitalSouthern Medical University (Academy of Orthopedics Guangdong Province)Guangzhou510515China
| | - Haitao Yuan
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of UrologyShenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and TechnologyThe Second Clinical Medical CollegeJinan University)ShenzhenGuangdong518020China
| | - Peng Xia
- Department of Hepatobiliary & Pancreatic SurgeryZhongnan Hospital of Wuhan UniversityWuhanHubei430071China
| | - Chengming Qu
- Department of Hepatobiliary & Pancreatic SurgeryZhongnan Hospital of Wuhan UniversityWuhanHubei430071China
| | - Jingbo Ma
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of UrologyShenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and TechnologyThe Second Clinical Medical CollegeJinan University)ShenzhenGuangdong518020China
| | - Huifang Wang
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of UrologyShenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and TechnologyThe Second Clinical Medical CollegeJinan University)ShenzhenGuangdong518020China
| | - Xiaodong Zhang
- Department of Medical ImagingThe Third Affiliated HospitalSouthern Medical University (Academy of Orthopedics Guangdong Province)Guangzhou510515China
| | - Liang Zhao
- Department of PathologyShunde Hospital, Southern Medical University (The First People's Hospital of Shunde)Foshan528308China
- Department of Pathology & Guangdong Province Key Laboratory of Molecular Tumor Pathology, School of Basic Medical SciencesSouthern Medical UniversityGuangzhou510515China
| | - Zhijie Li
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of UrologyShenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and TechnologyThe Second Clinical Medical CollegeJinan University)ShenzhenGuangdong518020China
| | - Zhen Liang
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of UrologyShenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and TechnologyThe Second Clinical Medical CollegeJinan University)ShenzhenGuangdong518020China
| | - Jigang Wang
- Department of Geriatrics and Shenzhen Clinical Research Centre for Geriatrics, Department of UrologyShenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and TechnologyThe Second Clinical Medical CollegeJinan University)ShenzhenGuangdong518020China
- Department of OncologyThe Affiliated Hospital of Southwest Medical UniversityLuzhouSichuan646000China
- Department of Traditional Chinese Medicine and School of Pharmaceutical SciencesSouthern Medical UniversityGuangzhou510515China
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao‐di Herbs, Artemisinin Research Center, and Institute of Chinese Materia MedicaChina Academy of Chinese Medical SciencesBeijing100700China
- State Key Laboratory of Antiviral DrugsSchool of PharmacyHenan UniversityKaifeng475004China
| |
Collapse
|
17
|
Ferdous KU, Tesfay MZ, Cios A, Shelton RS, Hartupee C, Urbaniak A, Chamcheu JC, Mavros MN, Giorgakis E, Mustafa B, Simoes CC, Miousse IR, Basnakian AG, Moaven O, Post SR, Cannon MJ, Kelly T, Nagalo BM. Enhancing Neoadjuvant Virotherapy's Effectiveness by Targeting Stroma to Improve Resectability in Pancreatic Cancer. Biomedicines 2024; 12:1596. [PMID: 39062169 PMCID: PMC11275208 DOI: 10.3390/biomedicines12071596] [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: 06/24/2024] [Revised: 07/15/2024] [Accepted: 07/16/2024] [Indexed: 07/28/2024] Open
Abstract
About one-fourth of patients with pancreatic ductal adenocarcinoma (PDAC) are categorized as borderline resectable (BR) or locally advanced (LA). Chemotherapy and radiation therapy have not yielded the anticipated outcomes in curing patients with BR/LA PDAC. The surgical resection of these tumors presents challenges owing to the unpredictability of the resection margin, involvement of vasculature with the tumor, the likelihood of occult metastasis, a higher ratio of positive lymph nodes, and the relatively larger size of tumor nodules. Oncolytic virotherapy has shown promising activity in preclinical PDAC models. Unfortunately, the desmoplastic stroma within the PDAC tumor microenvironment establishes a barrier, hindering the infiltration of oncolytic viruses and various therapeutic drugs-such as antibodies, adoptive cell therapy agents, and chemotherapeutic agents-in reaching the tumor site. Recently, a growing emphasis has been placed on targeting major acellular components of tumor stroma, such as hyaluronic acid and collagen, to enhance drug penetration. Oncolytic viruses can be engineered to express proteolytic enzymes that cleave hyaluronic acid and collagen into smaller polypeptides, thereby softening the desmoplastic stroma, ultimately leading to increased viral distribution along with increased oncolysis and subsequent tumor size regression. This approach may offer new possibilities to improve the resectability of patients diagnosed with BR and LA PDAC.
Collapse
Affiliation(s)
- Khandoker Usran Ferdous
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (K.U.F.); (M.Z.T.); (A.C.); (C.C.S.); (S.R.P.); (T.K.)
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (M.N.M.); (M.J.C.)
| | - Mulu Z. Tesfay
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (K.U.F.); (M.Z.T.); (A.C.); (C.C.S.); (S.R.P.); (T.K.)
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (M.N.M.); (M.J.C.)
| | - Aleksandra Cios
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (K.U.F.); (M.Z.T.); (A.C.); (C.C.S.); (S.R.P.); (T.K.)
| | - Randal S. Shelton
- College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA;
| | - Conner Hartupee
- Division of Surgical Oncology, Department of Surgery, Louisiana State University (LSU) Health, New Orleans, LA 70112, USA; (C.H.); (O.M.)
| | - Alicja Urbaniak
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (A.U.); (I.R.M.)
| | - Jean Christopher Chamcheu
- Department of Biological Sciences and Chemistry, Southern University and A&M College, Baton Rouge, LA 70813, USA;
- Division of Biotechnology and Molecular Medicine, Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Michail N. Mavros
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (M.N.M.); (M.J.C.)
- College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA;
- Department of Surgery, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA;
| | - Emmanouil Giorgakis
- Department of Surgery, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA;
| | - Bahaa Mustafa
- Department of Pharmaceutical Sciences, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA;
| | - Camila C. Simoes
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (K.U.F.); (M.Z.T.); (A.C.); (C.C.S.); (S.R.P.); (T.K.)
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (M.N.M.); (M.J.C.)
| | - Isabelle R. Miousse
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (A.U.); (I.R.M.)
| | - Alexei G. Basnakian
- Department of Pharmacology and Toxicology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA;
- Central Arkansas Veterans Healthcare System, John L. McClellan Memorial VA Hospital, Little Rock, AR 72205, USA
| | - Omeed Moaven
- Division of Surgical Oncology, Department of Surgery, Louisiana State University (LSU) Health, New Orleans, LA 70112, USA; (C.H.); (O.M.)
- Department of Interdisciplinary Oncology, Louisiana Cancer Research Center, Louisiana State University (LSU) Health, New Orleans, LA 70112, USA
| | - Steven R. Post
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (K.U.F.); (M.Z.T.); (A.C.); (C.C.S.); (S.R.P.); (T.K.)
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (M.N.M.); (M.J.C.)
| | - Martin J. Cannon
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (M.N.M.); (M.J.C.)
- Department of Microbiology and Immunology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Thomas Kelly
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (K.U.F.); (M.Z.T.); (A.C.); (C.C.S.); (S.R.P.); (T.K.)
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (M.N.M.); (M.J.C.)
| | - Bolni Marius Nagalo
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (K.U.F.); (M.Z.T.); (A.C.); (C.C.S.); (S.R.P.); (T.K.)
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; (M.N.M.); (M.J.C.)
| |
Collapse
|
18
|
Saadh MJ, Mustafa MA, Malathi H, Ahluwalia G, Kaur S, Al-Dulaimi MAAH, Alubiady MHS, Zain Al-Abdeen SH, Shakier HG, Ali MS, Ahmad I, Abosaoda MK. Targeting the pancreatic tumor microenvironment by plant-derived products and their nanoformulations. Med Oncol 2024; 41:201. [PMID: 39001987 DOI: 10.1007/s12032-024-02443-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 06/27/2024] [Indexed: 07/15/2024]
Abstract
Pancreatic cancer remains a significant health issue with limited treatment options. The tumor stroma, a complex environment made up of different cells and proteins, plays a crucial role in tumor growth and chemoresistance. Targeting tumor stroma, consisting of diverse non-tumor cells such as fibroblasts, extracellular matrix (ECM), immune cells, and also pre-vascular cells is encouraging for remodeling solid cancers, such as pancreatic cancer. Remodeling the stroma of pancreas tumors can be suggested as a strategy for reducing resistance to chemo/immunotherapy. Several studies have shown that phytochemicals from plants can affect the tumor environment and have anti-cancer properties. By targeting key pathways involved in stromal activation, phytochemicals may disrupt communication between the tumor and stroma and make tumor cells more sensitive to different treatments. Additionally, phytochemicals have immunomodulatory and anti-angiogenic properties, all of which contribute to their potential in treating pancreatic cancer. This review will provide a detailed look at how phytochemicals impact the tumor stroma and their effects on pancreatic tumor growth, spread, and response to treatment. It will also explore the potential of combining phytochemicals with other treatment options like chemotherapy, immunotherapy, and radiation.
Collapse
Affiliation(s)
- Mohamed J Saadh
- Faculty of Pharmacy, Middle East University, Amman, 11831, Jordan
| | - Mohammed Ahmed Mustafa
- Department of Medical Laboratory Technology, University of Imam Jaafar AL-Sadiq, Baghdad, Iraq
| | - H Malathi
- Department of Biotechnology and Genetics, School of Sciences, JAIN (Deemed to Be University), Bangalore, Karnataka, India
| | - Gunveen Ahluwalia
- Department of Allied Healthcare and Sciences, Vivekananda Global University, Jaipur, 303012, Rajasthan, India
| | - Sumeet Kaur
- Department of Applied Sciences, Chandigarh Engineering Colleges, Chandigarh Group of Colleges, Jhanjeri, 140307, Mohali, Punjab, India
| | | | | | | | | | | | - Irfan Ahmad
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, King Khalid University, Abha, Saudi Arabia.
| | - Munther Kadhim Abosaoda
- College of Pharmacy, The Islamic University, Najaf, Iraq
- College of Pharmacy, The Islamic University of Al Diwaniyah, Al Diwaniyah, Iraq
- College of Pharmacy, The Islamic University of Babylon, Babylon, Iraq
| |
Collapse
|
19
|
Argentiero A, Andriano A, Caradonna IC, de Martino G, Desantis V. Decoding the Intricate Landscape of Pancreatic Cancer: Insights into Tumor Biology, Microenvironment, and Therapeutic Interventions. Cancers (Basel) 2024; 16:2438. [PMID: 39001498 PMCID: PMC11240778 DOI: 10.3390/cancers16132438] [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: 05/30/2024] [Revised: 06/24/2024] [Accepted: 06/28/2024] [Indexed: 07/16/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) presents significant oncological challenges due to its aggressive nature and poor prognosis. The tumor microenvironment (TME) plays a critical role in progression and treatment resistance. Non-neoplastic cells, such as cancer-associated fibroblasts (CAFs) and tumor-associated macrophages (TAMs), contribute to tumor growth, angiogenesis, and immune evasion. Although immune cells infiltrate TME, tumor cells evade immune responses by secreting chemokines and expressing immune checkpoint inhibitors (ICIs). Vascular components, like endothelial cells and pericytes, stimulate angiogenesis to support tumor growth, while adipocytes secrete factors that promote cell growth, invasion, and treatment resistance. Additionally, perineural invasion, a characteristic feature of PDAC, contributes to local recurrence and poor prognosis. Moreover, key signaling pathways including Kirsten rat sarcoma viral oncogene (KRAS), transforming growth factor beta (TGF-β), Notch, hypoxia-inducible factor (HIF), and Wnt/β-catenin drive tumor progression and resistance. Targeting the TME is crucial for developing effective therapies, including strategies like inhibiting CAFs, modulating immune response, disrupting angiogenesis, and blocking neural cell interactions. A recent multi-omic approach has identified signature genes associated with anoikis resistance, which could serve as prognostic biomarkers and targets for personalized therapy.
Collapse
Affiliation(s)
| | - Alessandro Andriano
- Department of Precision and Regenerative Medicine and Ionian Area, Pharmacology Section, Medical School, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Ingrid Catalina Caradonna
- Department of Precision and Regenerative Medicine and Ionian Area, Pharmacology Section, Medical School, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Giulia de Martino
- Department of Biosciences, Biotechnology and Environment, University of Bari Aldo Moro, 70121 Bari, Italy
| | - Vanessa Desantis
- Department of Precision and Regenerative Medicine and Ionian Area, Pharmacology Section, Medical School, University of Bari Aldo Moro, 70124 Bari, Italy
| |
Collapse
|
20
|
Golo M, Newman PLH, Kempe D, Biro M. Mechanoimmunology in the solid tumor microenvironment. Biochem Soc Trans 2024; 52:1489-1502. [PMID: 38856041 DOI: 10.1042/bst20231427] [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: 03/28/2024] [Revised: 05/23/2024] [Accepted: 05/28/2024] [Indexed: 06/11/2024]
Abstract
The tumor microenvironment (TME) is a complex and dynamic ecosystem that adjoins the cancer cells within solid tumors and comprises distinct components such as extracellular matrix, stromal and immune cells, blood vessels, and an abundance of signaling molecules. In recent years, the mechanical properties of the TME have emerged as critical determinants of tumor progression and therapeutic response. Aberrant mechanical cues, including altered tissue architecture and stiffness, contribute to tumor progression, metastasis, and resistance to treatment. Moreover, burgeoning immunotherapies hold great promise for harnessing the immune system to target and eliminate solid malignancies; however, their success is hindered by the hostile mechanical landscape of the TME, which can impede immune cell infiltration, function, and persistence. Consequently, understanding TME mechanoimmunology - the interplay between mechanical forces and immune cell behavior - is essential for developing effective solid cancer therapies. Here, we review the role of TME mechanics in tumor immunology, focusing on recent therapeutic interventions aimed at modulating the mechanical properties of the TME to potentiate T cell immunotherapies, and innovative assays tailored to evaluate their clinical efficacy.
Collapse
Affiliation(s)
- Matteo Golo
- EMBL Australia, Single Molecule Science node, School of Biomedical Sciences, University of New South Wales, Sydney, NSW 2052, Australia
| | - Peter L H Newman
- EMBL Australia, Single Molecule Science node, School of Biomedical Sciences, University of New South Wales, Sydney, NSW 2052, Australia
| | - Daryan Kempe
- EMBL Australia, Single Molecule Science node, School of Biomedical Sciences, University of New South Wales, Sydney, NSW 2052, Australia
| | - Maté Biro
- EMBL Australia, Single Molecule Science node, School of Biomedical Sciences, University of New South Wales, Sydney, NSW 2052, Australia
| |
Collapse
|
21
|
Farhangnia P, Khorramdelazad H, Nickho H, Delbandi AA. Current and future immunotherapeutic approaches in pancreatic cancer treatment. J Hematol Oncol 2024; 17:40. [PMID: 38835055 PMCID: PMC11151541 DOI: 10.1186/s13045-024-01561-6] [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: 04/09/2024] [Accepted: 05/28/2024] [Indexed: 06/06/2024] Open
Abstract
Pancreatic cancer is a major cause of cancer-related death, but despondently, the outlook and prognosis for this resistant type of tumor have remained grim for a long time. Currently, it is extremely challenging to prevent or detect it early enough for effective treatment because patients rarely exhibit symptoms and there are no reliable indicators for detection. Most patients have advanced or spreading cancer that is difficult to treat, and treatments like chemotherapy and radiotherapy can only slightly prolong their life by a few months. Immunotherapy has revolutionized the treatment of pancreatic cancer, yet its effectiveness is limited by the tumor's immunosuppressive and hard-to-reach microenvironment. First, this article explains the immunosuppressive microenvironment of pancreatic cancer and highlights a wide range of immunotherapy options, including therapies involving oncolytic viruses, modified T cells (T-cell receptor [TCR]-engineered and chimeric antigen receptor [CAR] T-cell therapy), CAR natural killer cell therapy, cytokine-induced killer cells, immune checkpoint inhibitors, immunomodulators, cancer vaccines, and strategies targeting myeloid cells in the context of contemporary knowledge and future trends. Lastly, it discusses the main challenges ahead of pancreatic cancer immunotherapy.
Collapse
Affiliation(s)
- Pooya Farhangnia
- Reproductive Sciences and Technology Research Center, Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran
- Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Immunology Board for Transplantation and Cell-Based Therapeutics (ImmunoTACT), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Hossein Khorramdelazad
- Department of Immunology, School of Medicine, Rafsanjan University of Medical Sciences, Rafsanjan, Iran
| | - Hamid Nickho
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran
- Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Ali-Akbar Delbandi
- Reproductive Sciences and Technology Research Center, Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran.
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran.
- Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran.
| |
Collapse
|
22
|
Lo YL, Li CY, Chou TF, Yang CP, Wu LL, Chen CJ, Chang YH. Exploring in vivo combinatorial chemo-immunotherapy: Addressing p97 suppression and immune reinvigoration in pancreatic cancer with tumor microenvironment-responsive nanoformulation. Biomed Pharmacother 2024; 175:116660. [PMID: 38701563 DOI: 10.1016/j.biopha.2024.116660] [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: 02/21/2024] [Revised: 04/17/2024] [Accepted: 04/24/2024] [Indexed: 05/05/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) has an extremely devastating nature with poor prognosis and increasing incidence, making it a formidable challenge in the global fight against cancer-related mortality. In this innovative preclinical investigation, the VCP/p97 inhibitor CB-5083 (CB), miR-142, a PD-L1 inhibitor, and immunoadjuvant resiquimod (R848; R) were synergistically encapsulated in solid lipid nanoparticles (SLNs). These SLNs demonstrated features of peptides targeting PD-L1, EGFR, and the endoplasmic reticulum, enclosed in a pH-responsive polyglutamic (PGA)-polyethylene glycol (PEG) shell. The homogeneous size and zeta potential of the nanoparticles were stable for 28 days at 4°C. The study substantiated the concurrent modulation of key pathways by the CB, miR, and R-loaded nanoformulation, prominently affecting VCP/Bip/ATF6, PD-L1/TGF-β/IL-4, -8, -10, and TNF-α/IFN-γ/IL-1, -12/GM-CSF/CCL4 pathways. This adaptable nanoformulation induced durable antitumor immune responses and inhibited Panc-02 tumor growth by enhancing T cell infiltration, dendritic cell maturation, and suppressing Tregs and TAMs in mice bearing Panc-02 tumors. Furthermore, tissue distribution studies, biochemical assays, and histological examinations highlighted enhanced safety with PGA and peptide-modified nanoformulations for CB, miR, and/or R in Panc-02-bearing mice. This versatile nanoformulation allows tailored adjustment of the tumor microenvironment, thereby optimizing the localized delivery of combined therapy. These compelling findings advocate the potential development of a pH-sensitive, three-in-one PGA-PEG nanoformulation that combines a VCP inhibitor, a PD-L1 inhibitor, and an immunoadjuvant for cancer treatment via combinatorial chemo-immunotherapy.
Collapse
Affiliation(s)
- Yu-Li Lo
- Department and Institute of Pharmacology, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan; Faculty of Pharmacy, National Yang Ming Chiao Tung University, Taipei 112, Taiwan.
| | - Ching-Yao Li
- Department and Institute of Pharmacology, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
| | - Tsui-Fen Chou
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, United States; Proteome Exploration Laboratory, Beckman Institute, California Institute of Technology, Pasadena, CA 91125, United States
| | - Ching-Ping Yang
- Department and Institute of Pharmacology, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
| | - Li-Ling Wu
- Department and Institute of Physiology, National Yang Ming Chiao Tung University, Taipei 112, Taiwan
| | - Chun-Jung Chen
- Department of Medical Research, Taichung Veterans General Hospital, Taichung 407, Taiwan; Department of Medical Laboratory Science and Biotechnology, China Medical University, Taichung City, Taiwan
| | - Yih-Hsin Chang
- Department of Biotechnology and Laboratory Science in Medicine, National Yang Ming Chiao Tung University, Taipei 112, Taiwan
| |
Collapse
|
23
|
Christensen TD, Maag E, Theile S, Madsen K, Lindgaard SC, Hasselby JP, Nielsen DL, Johansen JS, Chen IM. Circulating immune-related proteins associated with immune checkpoint inhibitor efficacy in patients with pancreatic ductal adenocarcinoma. ESMO Open 2024; 9:103489. [PMID: 38838501 PMCID: PMC11190466 DOI: 10.1016/j.esmoop.2024.103489] [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: 11/06/2023] [Revised: 04/02/2024] [Accepted: 05/02/2024] [Indexed: 06/07/2024] Open
Abstract
BACKGROUND Most patients with pancreatic ductal adenocarcinoma (PDAC) do not benefit from immune checkpoint inhibitor treatment. However, the phase II study CheckPAC (NCT02866383) showed a clinical benefit (CB) rate of 37% and a response rate of 14% in patients with metastatic PDAC receiving stereotactic radiation therapy and nivolumab with or without ipilimumab. Translational studies were initiated to characterize the patients who would benefit from this treatment. Here, we evaluated the association between treatment outcome and 92 circulating immuno-oncology-related proteins in patients from the CheckPAC trial. MATERIALS AND METHODS The study included 78 patients with chemoresistant metastatic PDAC treated with nivolumab ± ipilimumab combined with radiotherapy. Proteins were measured in serum samples collected at baseline and on treatment with the use of the Olink Target 96 Immuno-Oncology panel. A cohort of 234 patients with metastatic PDAC treated with first-line chemotherapy were also included. RESULTS High levels of Fas ligand (FASLG) and galectin 1 (Gal-1) and low levels of C-C motif chemokine 4 were associated with CB. High FASLG and Gal-1 were associated with longer progression-free survival in univariable analysis. In the multivariable Cox regression analysis, the association was significant for Gal-1 (P < 0.001) but not significant for FASLG (P = 0.06). A focused unsupervised hierarchal clustering analysis, including T-cell activation and immune checkpoint-related proteins, identified clusters of patients with higher CB rate and higher tumor expression of leukocyte or T-cell markers (CD3, CD45, granzyme B). Thirty-six proteins increased significantly during immunotherapy. Several proteins (including FASLG, checkpoint proteins, and immune activation markers) increased independently of response during immunotherapy but did not increase in the cohort of patients treated with chemotherapy. CONCLUSIONS Circulating levels of immune-related proteins like FASLG and Gal-1 might be used to predict the efficacy of checkpoint inhibitors in patients with metastatic PDAC.
Collapse
Affiliation(s)
- T D Christensen
- Department of Oncology, Copenhagen University Hospital-Herlev and Gentofte, Herlev.
| | | | - S Theile
- Department of Oncology, Copenhagen University Hospital-Herlev and Gentofte, Herlev
| | - K Madsen
- Department of Oncology, Copenhagen University Hospital-Herlev and Gentofte, Herlev
| | - S C Lindgaard
- Department of Oncology, Copenhagen University Hospital-Herlev and Gentofte, Herlev
| | - J P Hasselby
- Department of Pathology, Copenhagen University Hospital-Rigshospitalet, Copenhagen
| | - D L Nielsen
- Department of Oncology, Copenhagen University Hospital-Herlev and Gentofte, Herlev; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen
| | - J S Johansen
- Department of Oncology, Copenhagen University Hospital-Herlev and Gentofte, Herlev; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen; Department of Medicine, Copenhagen University Hospital-Herlev and Gentofte, Herlev, Denmark
| | - I M Chen
- Department of Oncology, Copenhagen University Hospital-Herlev and Gentofte, Herlev
| |
Collapse
|
24
|
Qiu N, Lv QY, Li CL, Song X, Wang YQ, Chen J, Cui HF. Optimization and mechanisms of proteolytic enzyme immobilization onto large-pore mesoporous silica nanoparticles: Enhanced tumor penetration. Int J Biol Macromol 2024; 271:132626. [PMID: 38795893 DOI: 10.1016/j.ijbiomac.2024.132626] [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: 12/12/2023] [Revised: 05/13/2024] [Accepted: 05/22/2024] [Indexed: 05/28/2024]
Abstract
Immobilization of proteolytic enzymes onto nanocarriers is effective to improve drug diffusion in tumors through degrading the dense extracellular matrix (ECM). Herein, immobilization and release behaviors of hyaluronidase, bromelain, and collagenase (Coll) on mesoporous silica nanoparticles (MSNs) were explored. A series of cationic MSNs (CMSNs) with large and adjustable pore sizes were synthesized, and investigated together with two anionic MSNs of different pore sizes. CMSNs4.0 exhibited the highest enzyme loading capacity for hyaluronidase and bromelain, and CMSNs4.5 was the best for Coll. High electrostatic interaction, matched pore size, and large pore volume and surface area favor the immobilization. Changes of the enzyme conformations and surface charges with pH, existence of a space around the immobilized enzymes, and the depth of the pore structures, affect the release ratio and tunability. The optimal CMSNs-enzyme complexes exhibited deep and homogeneous penetration into pancreatic tumors, a tumor model with the densest ECM, with CMSNs4.5-Coll as the best. Upon loading with doxorubicin (DOX), the CMSNs-enzyme complexes induced high anti-tumor efficiencies. Conceivably, the DOX/CMSNs4.5-NH2-Coll nanodrug exhibited the most effective tumor therapy, with a tumor growth inhibition ratio of 86.1 %. The study provides excellent nanocarrier-enzyme complexes, and offers instructive theories for enhanced tumor penetration and therapy.
Collapse
Affiliation(s)
- Nan Qiu
- School of Life Sciences, Zhengzhou University, Science Avenue 100#, Zhengzhou 450001, China
| | - Qi-Yan Lv
- School of Life Sciences, Zhengzhou University, Science Avenue 100#, Zhengzhou 450001, China
| | - Chun-Ling Li
- School of Life Sciences, Zhengzhou University, Science Avenue 100#, Zhengzhou 450001, China
| | - Xiaojie Song
- School of Life Sciences, Zhengzhou University, Science Avenue 100#, Zhengzhou 450001, China
| | - Yu-Qian Wang
- School of Life Sciences, Zhengzhou University, Science Avenue 100#, Zhengzhou 450001, China
| | - Junyang Chen
- School of Life Sciences, Zhengzhou University, Science Avenue 100#, Zhengzhou 450001, China
| | - Hui-Fang Cui
- School of Life Sciences, Zhengzhou University, Science Avenue 100#, Zhengzhou 450001, China.
| |
Collapse
|
25
|
Ryu S, Lee EK. The Pivotal Role of Macrophages in the Pathogenesis of Pancreatic Diseases. Int J Mol Sci 2024; 25:5765. [PMID: 38891952 PMCID: PMC11171839 DOI: 10.3390/ijms25115765] [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: 04/25/2024] [Revised: 05/20/2024] [Accepted: 05/23/2024] [Indexed: 06/21/2024] Open
Abstract
The pancreas is an organ with both exocrine and endocrine functions, comprising a highly organized and complex tissue microenvironment composed of diverse cellular and non-cellular components. The impairment of microenvironmental homeostasis, mediated by the dysregulation of cell-to-cell crosstalk, can lead to pancreatic diseases such as pancreatitis, diabetes, and pancreatic cancer. Macrophages, key immune effector cells, can dynamically modulate their polarization status between pro-inflammatory (M1) and anti-inflammatory (M2) modes, critically influencing the homeostasis of the pancreatic microenvironment and thus playing a pivotal role in the pathogenesis of the pancreatic disease. This review aims to summarize current findings and provide detailed mechanistic insights into how alterations mediated by macrophage polarization contribute to the pathogenesis of pancreatic disorders. By analyzing current research comprehensively, this article endeavors to deepen our mechanistic understanding of regulatory molecules that affect macrophage polarity and the intricate crosstalk that regulates pancreatic function within the microenvironment, thereby facilitating the development of innovative therapeutic strategies that target perturbations in the pancreatic microenvironment.
Collapse
Affiliation(s)
- Seungyeon Ryu
- Department of Biochemistry, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea;
- Department of Biomedicine & Health Sciences, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Eun Kyung Lee
- Department of Biochemistry, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea;
- Department of Biomedicine & Health Sciences, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
- Institute for Aging and Metabolic Diseases, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| |
Collapse
|
26
|
Chang CH, Liu F, Militi S, Hester S, Nibhani R, Deng S, Dunford J, Rendek A, Soonawalla Z, Fischer R, Oppermann U, Pauklin S. The pRb/RBL2-E2F1/4-GCN5 axis regulates cancer stem cell formation and G0 phase entry/exit by paracrine mechanisms. Nat Commun 2024; 15:3580. [PMID: 38678032 PMCID: PMC11055877 DOI: 10.1038/s41467-024-47680-z] [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: 12/30/2022] [Accepted: 04/09/2024] [Indexed: 04/29/2024] Open
Abstract
The lethality, chemoresistance and metastatic characteristics of cancers are associated with phenotypically plastic cancer stem cells (CSCs). How the non-cell autonomous signalling pathways and cell-autonomous transcriptional machinery orchestrate the stem cell-like characteristics of CSCs is still poorly understood. Here we use a quantitative proteomic approach for identifying secreted proteins of CSCs in pancreatic cancer. We uncover that the cell-autonomous E2F1/4-pRb/RBL2 axis balances non-cell-autonomous signalling in healthy ductal cells but becomes deregulated upon KRAS mutation. E2F1 and E2F4 induce whereas pRb/RBL2 reduce WNT ligand expression (e.g. WNT7A, WNT7B, WNT10A, WNT4) thereby regulating self-renewal, chemoresistance and invasiveness of CSCs in both PDAC and breast cancer, and fibroblast proliferation. Screening for epigenetic enzymes identifies GCN5 as a regulator of CSCs that deposits H3K9ac onto WNT promoters and enhancers. Collectively, paracrine signalling pathways are controlled by the E2F-GCN5-RB axis in diverse cancers and this could be a therapeutic target for eliminating CSCs.
Collapse
Affiliation(s)
- Chao-Hui Chang
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - Feng Liu
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - Stefania Militi
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - Svenja Hester
- Target Discovery Institute, Nuffield Department of Medicine, Old Road, University of Oxford, Oxford, OX3 7FZ, UK
| | - Reshma Nibhani
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - Siwei Deng
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - James Dunford
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - Aniko Rendek
- Department of Histopathology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Zahir Soonawalla
- Department of Hepatobiliary and Pancreatic Surgery, Oxford University Hospitals NHS, Oxford, UK
| | - Roman Fischer
- Target Discovery Institute, Nuffield Department of Medicine, Old Road, University of Oxford, Oxford, OX3 7FZ, UK
| | - Udo Oppermann
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - Siim Pauklin
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK.
| |
Collapse
|
27
|
Silva LGDO, Lemos FFB, Luz MS, Rocha Pinheiro SL, Calmon MDS, Correa Santos GL, Rocha GR, de Melo FF. New avenues for the treatment of immunotherapy-resistant pancreatic cancer. World J Gastrointest Oncol 2024; 16:1134-1153. [PMID: 38660642 PMCID: PMC11037047 DOI: 10.4251/wjgo.v16.i4.1134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 01/26/2024] [Accepted: 03/04/2024] [Indexed: 04/10/2024] Open
Abstract
Pancreatic cancer (PC) is characterized by its extremely aggressive nature and ranks 14th in the number of new cancer cases worldwide. However, due to its complexity, it ranks 7th in the list of the most lethal cancers worldwide. The pathogenesis of PC involves several complex processes, including familial genetic factors associated with risk factors such as obesity, diabetes mellitus, chronic pancreatitis, and smoking. Mutations in genes such as KRAS, TP53, and SMAD4 are linked to the appearance of malignant cells that generate pancreatic lesions and, consequently, cancer. In this context, some therapies are used for PC, one of which is immunotherapy, which is extremely promising in various other types of cancer but has shown little response in the treatment of PC due to various resistance mechanisms that contribute to a drop in immunotherapy efficiency. It is therefore clear that the tumor microenvironment (TME) has a huge impact on the resistance process, since cellular and non-cellular elements create an immunosuppressive environment, characterized by a dense desmoplastic stroma with cancer-associated fibroblasts, pancreatic stellate cells, extracellular matrix, and immunosuppressive cells. Linked to this are genetic mutations in TP53 and immunosuppressive factors that act on T cells, resulting in a shortage of CD8+ T cells and limited expression of activation markers such as interferon-gamma. In this way, finding new strategies that make it possible to manipulate resistance mechanisms is necessary. Thus, techniques such as the use of TME modulators that block receptors and stromal molecules that generate resistance, the use of genetic manipulation in specific regions, such as microRNAs, the modulation of extrinsic and intrinsic factors associated with T cells, and, above all, therapeutic models that combine these modulation techniques constitute the promising future of PC therapy. Thus, this study aims to elucidate the main mechanisms of resistance to immunotherapy in PC and new ways of manipulating this process, resulting in a more efficient therapy for cancer patients and, consequently, a reduction in the lethality of this aggressive cancer.
Collapse
Affiliation(s)
| | - Fabian Fellipe Bueno Lemos
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Marcel Silva Luz
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Samuel Luca Rocha Pinheiro
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Mariana dos Santos Calmon
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Gabriel Lima Correa Santos
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Gabriel Reis Rocha
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Fabrício Freire de Melo
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| |
Collapse
|
28
|
Giansante V, Di Angelo L, Calabrese C, De Sanctis P, Regi P, Martelli FM, Stati G, Lattanzio R, Alberti S, Guerra E, Di Pietro R. Novel Ultrastructural Insights into the Clear-Cell Carcinoma of the Pancreas: A Case Report. Int J Mol Sci 2024; 25:4313. [PMID: 38673897 PMCID: PMC11049960 DOI: 10.3390/ijms25084313] [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: 02/29/2024] [Accepted: 04/03/2024] [Indexed: 04/28/2024] Open
Abstract
Pancreatic cancer, most frequently as ductal adenocarcinoma (PDAC), is the third leading cause of cancer death. Clear-cell primary adenocarcinoma of the pancreas (CCCP) is a rare, aggressive, still poorly characterized subtype of PDAC. We report here a case of a 65-year-old male presenting with pancreatic neoplasia. A histochemical examination of the tumor showed large cells with clear and abundant intracytoplasmic vacuoles. The clear-cell foamy appearance was not related to the hyperproduction of mucins. Ultrastructural characterization with transmission electron microscopy revealed the massive presence of mitochondria in the clear-cell cytoplasm. The mitochondria showed disordered cristae and various degrees of loss of structural integrity. Immunohistochemistry staining for NADH dehydrogenase [ubiquinone] 1 alpha subcomplex, 4-like 2 (NDUFA4L2) proved specifically negative for the clear-cell tumor. Our ultrastructural and molecular data indicate that the clear-cell nature in CCCP is linked to the accumulation of disrupted mitochondria. We propose that this may impact on the origin and progression of this PDAC subtype.
Collapse
Affiliation(s)
- Valentina Giansante
- Department of Medicine and Aging Sciences, Section of Biomorphology, “G. d’Annunzio” University of Chieti-Pescara, Via dei Vestini, 31, 66100 Chieti, Italy; (V.G.); (L.D.A.); (C.C.); (P.D.S.); (G.S.); (E.G.)
| | - Luca Di Angelo
- Department of Medicine and Aging Sciences, Section of Biomorphology, “G. d’Annunzio” University of Chieti-Pescara, Via dei Vestini, 31, 66100 Chieti, Italy; (V.G.); (L.D.A.); (C.C.); (P.D.S.); (G.S.); (E.G.)
| | - Chiara Calabrese
- Department of Medicine and Aging Sciences, Section of Biomorphology, “G. d’Annunzio” University of Chieti-Pescara, Via dei Vestini, 31, 66100 Chieti, Italy; (V.G.); (L.D.A.); (C.C.); (P.D.S.); (G.S.); (E.G.)
| | - Paolo De Sanctis
- Department of Medicine and Aging Sciences, Section of Biomorphology, “G. d’Annunzio” University of Chieti-Pescara, Via dei Vestini, 31, 66100 Chieti, Italy; (V.G.); (L.D.A.); (C.C.); (P.D.S.); (G.S.); (E.G.)
| | - Paolo Regi
- “P. Pederzoli” Hospital, Via Monte Baldo, 24, 37019 Peschiera del Garda, Italy; (P.R.); (F.M.M.)
| | - Filippo Maria Martelli
- “P. Pederzoli” Hospital, Via Monte Baldo, 24, 37019 Peschiera del Garda, Italy; (P.R.); (F.M.M.)
| | - Gianmarco Stati
- Department of Medicine and Aging Sciences, Section of Biomorphology, “G. d’Annunzio” University of Chieti-Pescara, Via dei Vestini, 31, 66100 Chieti, Italy; (V.G.); (L.D.A.); (C.C.); (P.D.S.); (G.S.); (E.G.)
| | - Rossano Lattanzio
- Department of Innovative Technologies in Medicine & Dentistry, “G. d’Annunzio” University of Chieti-Pescara, Via dei Vestini, 31, 66100 Chieti, Italy;
- Laboratory of Cancer Pathology, Center for Advanced Studies and Technology (CAST), “G. d’ Annunzio” University of Chieti-Pescara, Via L. Polacchi, 11, 66100 Chieti, Italy
| | - Saverio Alberti
- Unit of Medical Genetics, Department of Biomedical Sciences—BIOMORF, University of Messina, Via Consolare Valeria, 98125 Messina, Italy;
| | - Emanuela Guerra
- Department of Medicine and Aging Sciences, Section of Biomorphology, “G. d’Annunzio” University of Chieti-Pescara, Via dei Vestini, 31, 66100 Chieti, Italy; (V.G.); (L.D.A.); (C.C.); (P.D.S.); (G.S.); (E.G.)
- Laboratory of Cancer Pathology, Center for Advanced Studies and Technology (CAST), “G. d’ Annunzio” University of Chieti-Pescara, Via L. Polacchi, 11, 66100 Chieti, Italy
| | - Roberta Di Pietro
- Department of Medicine and Aging Sciences, Section of Biomorphology, “G. d’Annunzio” University of Chieti-Pescara, Via dei Vestini, 31, 66100 Chieti, Italy; (V.G.); (L.D.A.); (C.C.); (P.D.S.); (G.S.); (E.G.)
- Sbarro Institute for Cancer Research and Molecular Medicine, Center for Biotechnology, Department of Biology, College of Science and Technology, Temple University, Philadelphia, PA 19122, USA
| |
Collapse
|
29
|
Uddin MH, Zhang D, Muqbil I, El-Rayes BF, Chen H, Philip PA, Azmi AS. Deciphering cellular plasticity in pancreatic cancer for effective treatments. Cancer Metastasis Rev 2024; 43:393-408. [PMID: 38194153 DOI: 10.1007/s10555-023-10164-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Accepted: 12/19/2023] [Indexed: 01/10/2024]
Abstract
Cellular plasticity and therapy resistance are critical features of pancreatic cancer, a highly aggressive and fatal disease. The pancreas, a vital organ that produces digestive enzymes and hormones, is often affected by two main types of cancer: the pre-dominant ductal adenocarcinoma and the less common neuroendocrine tumors. These cancers are difficult to treat due to their complex biology characterized by cellular plasticity leading to therapy resistance. Cellular plasticity refers to the capability of cancer cells to change and adapt to different microenvironments within the body which includes acinar-ductal metaplasia, epithelial to mesenchymal/epigenetic/metabolic plasticity, as well as stemness. This plasticity allows heterogeneity of cancer cells, metastasis, and evasion of host's immune system and develops resistance to radiation, chemotherapy, and targeted therapy. To overcome this resistance, extensive research is ongoing exploring the intrinsic and extrinsic factors through cellular reprogramming, chemosensitization, targeting metabolic, key survival pathways, etc. In this review, we discussed the mechanisms of cellular plasticity involving cellular adaptation and tumor microenvironment and provided a comprehensive understanding of its role in therapy resistance and ways to overcome it.
Collapse
Affiliation(s)
- Md Hafiz Uddin
- Department of Oncology, Karmanos Cancer Institute, Wayne State University School of Medicine, 4100 John R, HWCRC 740, Detroit, MI, 48201, USA.
| | - Dingqiang Zhang
- Department of Natural Sciences, Lawrence Technological University, 21000 W 10 Mile Rd, Southfield, MI, 48075, USA
| | - Irfana Muqbil
- Department of Natural Sciences, Lawrence Technological University, 21000 W 10 Mile Rd, Southfield, MI, 48075, USA
| | - Bassel F El-Rayes
- Division of Hematology and Oncology, Department of Medicine, O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, 35233, USA
| | - Herbert Chen
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, 35294, USA
| | - Philip A Philip
- Department of Oncology, Karmanos Cancer Institute, Wayne State University School of Medicine, 4100 John R, HWCRC 740, Detroit, MI, 48201, USA
- Henry Ford Health Systems, Detroit, MI, 48202, USA
| | - Asfar S Azmi
- Department of Oncology, Karmanos Cancer Institute, Wayne State University School of Medicine, 4100 John R, HWCRC 740, Detroit, MI, 48201, USA.
| |
Collapse
|
30
|
Hilmi M, Delaye M, Muzzolini M, Nicolle R, Cros J, Hammel P, Cardot-Ruffino V, Neuzillet C. The immunological landscape in pancreatic ductal adenocarcinoma and overcoming resistance to immunotherapy. Lancet Gastroenterol Hepatol 2023; 8:1129-1142. [PMID: 37866368 DOI: 10.1016/s2468-1253(23)00207-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Revised: 07/01/2023] [Accepted: 07/03/2023] [Indexed: 10/24/2023]
Abstract
Pancreatic ductal adenocarcinoma is associated with a poor prognosis and there are few treatment options. The development of immunotherapy in pancreatic ductal adenocarcinoma has been difficult, and immune checkpoint inhibitors are only effective in a very small subset of patients. Most obstacles for treatment have been related to intertumoural and intratumoural heterogeneity, the composition of tumour stroma, and crosstalk with cancer cells. Improved molecular characterisation of pancreatic ductal adenocarcinoma and a better understanding of its microenvironment have paved the way for novel immunotherapy strategies, including the identification of predictive biomarkers, the development of rational combinations to optimise effectiveness, and the targeting of new mechanisms. Future immunotherapy strategies should consider individual characteristics to move beyond the traditional immune targets and circumvent the resistance to therapies that have been developed so far.
Collapse
Affiliation(s)
- Marc Hilmi
- Gastrointestinal Oncology, Medical Oncology Department, Institut Curie, Université Versailles Saint-Quentin-Université Paris-Saclay, Saint-Cloud, France; Molecular Oncology, PSL Research University, CNRS, UMR 144, Institut Curie, Paris, France
| | - Matthieu Delaye
- Gastrointestinal Oncology, Medical Oncology Department, Institut Curie, Université Versailles Saint-Quentin-Université Paris-Saclay, Saint-Cloud, France; Molecular Oncology, PSL Research University, CNRS, UMR 144, Institut Curie, Paris, France
| | - Milena Muzzolini
- Digestive Surgery Department, Ambroise Paré Hospital, APHP, Université Versailles Saint-Quentin-Université Paris-Saclay, Boulogne Billancourt, France
| | - Rémy Nicolle
- Université Paris Cité, Centre de Recherche sur l'Inflammation (CRI), INSERM, U1149, CNRS, ERL 8252, Paris, France
| | - Jérôme Cros
- Université Paris Cité, Pathology Department, Beaujon Hospital, FHU MOSAIC, AP-HP, Clichy, France
| | - Pascal Hammel
- Université Paris-Saclay, Department of Digestive and Medical Oncology, Paul-Brousse Hospital (APHP Sud), Villejuif, France
| | | | - Cindy Neuzillet
- Gastrointestinal Oncology, Medical Oncology Department, Institut Curie, Université Versailles Saint-Quentin-Université Paris-Saclay, Saint-Cloud, France; Molecular Oncology, PSL Research University, CNRS, UMR 144, Institut Curie, Paris, France.
| |
Collapse
|
31
|
Chen H, Luo W, Lu X, Zhang T. Regulatory role of RNA modifications in the treatment of pancreatic ductal adenocarcinoma (PDAC). Heliyon 2023; 9:e20969. [PMID: 37928039 PMCID: PMC10623179 DOI: 10.1016/j.heliyon.2023.e20969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 09/22/2023] [Accepted: 10/12/2023] [Indexed: 11/07/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an extremely life-threatening malignancy with a relatively unfavorable prognosis. The early occurrence of metastasis and local recurrence subsequent to surgery contribute to the poor survival rates of PDAC patients, thereby limiting the effectiveness of surgical intervention. Additionally, the desmoplastic and immune-suppressive tumor microenvironment of PDAC diminishes its responsiveness to conventional treatment modalities such as chemotherapy, radiotherapy, and immunotherapy. Therefore, it is imperative to identify novel therapeutic targets for PDAC treatment. Chemical modifications are prevalent in various types of RNA and exert significant influence on their structure and functions. RNA modifications, exemplified by m6A, m5C, m1A, and Ψ, have been identified as general regulators of cellular functions. The abundance of specific modifications, such as m6A, has been correlated with cell proliferation, invasion, migration, and patient prognosis in PDAC. Pre-clinical data has indicated that manipulating RNA modification regulators could enhance the efficacy of chemotherapy, radiotherapy, and immunotherapy. Therefore, targeting RNA modifications in conjunction with current adjuvant or neoadjuvant therapy holds promise. The objective of this review is to provide a comprehensive overview of RNA modifications in PDAC treatment, encompassing their behaviors, mechanisms, and potential treatment targets. Therefore, it aims to stimulate the development of novel therapeutic approaches and future clinical trials.
Collapse
Affiliation(s)
- Hao Chen
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Wenhao Luo
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Xiaoyue Lu
- Peking Union Medical College, Beijing, China
| | - Taiping Zhang
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| |
Collapse
|
32
|
Capodanno Y, Hirth M. Targeting the Cancer-Neuronal Crosstalk in the Pancreatic Cancer Microenvironment. Int J Mol Sci 2023; 24:14989. [PMID: 37834436 PMCID: PMC10573820 DOI: 10.3390/ijms241914989] [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: 09/26/2023] [Accepted: 10/04/2023] [Indexed: 10/15/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) represents one of the most aggressive solid tumors with a dismal prognosis and an increasing incidence. At the time of diagnosis, more than 85% of patients are in an unresectable stage. For these patients, chemotherapy can prolong survival by only a few months. Unfortunately, in recent decades, no groundbreaking therapies have emerged for PDAC, thus raising the question of how to identify novel therapeutic druggable targets to improve prognosis. Recently, the tumor microenvironment and especially its neural component has gained increasing interest in the pancreatic cancer field. A histological hallmark of PDAC is perineural invasion (PNI), whereby cancer cells invade surrounding nerves, providing an alternative route for metastatic spread. The extent of PNI has been positively correlated with early tumor recurrence and reduced overall survival. Multiple studies have shown that mechanisms involved in PNI are also involved in tumor spread and pain generation. Targeting these pathways has shown promising results in alleviating pain and reducing PNI in preclinical models. In this review, we will describe the mechanisms and future treatment strategies to target this mutually trophic interaction between cancer cells to open novel avenues for the treatment of patients diagnosed with PDAC.
Collapse
Affiliation(s)
- Ylenia Capodanno
- Institute of Pharmacology, Medical Faculty Heidelberg, Heidelberg University, Im Neuenheimer Feld 366, 69117 Heidelberg, Germany
- Department of Medicine II, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1–3, 68167 Mannheim, Germany
| | - Michael Hirth
- Department of Medicine II, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1–3, 68167 Mannheim, Germany
| |
Collapse
|
33
|
Bartkeviciene A, Jasukaitiene A, Zievyte I, Stukas D, Ivanauskiene S, Urboniene D, Maimets T, Jaudzems K, Vitkauskiene A, Matthews J, Dambrauskas Z, Gulbinas A. Association between AHR Expression and Immune Dysregulation in Pancreatic Ductal Adenocarcinoma: Insights from Comprehensive Immune Profiling of Peripheral Blood Mononuclear Cells. Cancers (Basel) 2023; 15:4639. [PMID: 37760608 PMCID: PMC10526859 DOI: 10.3390/cancers15184639] [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: 08/30/2023] [Revised: 09/15/2023] [Accepted: 09/18/2023] [Indexed: 09/29/2023] Open
Abstract
Pancreatic cancer, particularly pancreatic ductal adenocarcinoma (PDAC), has an immune suppressive environment that allows tumour cells to evade the immune system. The aryl-hydrocarbon receptor (AHR) is a transcription factor that can be activated by certain exo/endo ligands, including kynurenine (KYN) and other tryptophan metabolites. Once activated, AHR regulates the expression of various genes involved in immune responses and inflammation. Previous studies have shown that AHR activation in PDAC can have both pro-tumorigenic and anti-tumorigenic effects, depending on the context. It can promote tumour growth and immune evasion by suppressing anti-tumour immune responses or induce anti-tumour effects by enhancing immune cell function. In this study involving 30 PDAC patients and 30 healthy individuals, peripheral blood samples were analysed. PDAC patients were categorized into Low (12 patients) and High/Medium (18 patients) AHR groups based on gene expression in peripheral blood mononuclear cells (PBMCs). The Low AHR group showed distinct immune characteristics, including increased levels of immune-suppressive proteins such as PDL1, as well as alterations in lymphocyte and monocyte subtypes. Functional assays demonstrated changes in phagocytosis, nitric oxide production, and the expression of cytokines IL-1, IL-6, and IL-10. These findings indicate that AHR's expression level has a crucial role in immune dysregulation in PDAC and could be a potential target for early diagnostics and personalised therapeutics.
Collapse
Affiliation(s)
- Arenida Bartkeviciene
- Laboratory of Surgical Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Eiveniu 4, 50103 Kaunas, Lithuania; (A.J.); (I.Z.); (D.S.); (S.I.); (Z.D.); (A.G.)
| | - Aldona Jasukaitiene
- Laboratory of Surgical Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Eiveniu 4, 50103 Kaunas, Lithuania; (A.J.); (I.Z.); (D.S.); (S.I.); (Z.D.); (A.G.)
| | - Inga Zievyte
- Laboratory of Surgical Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Eiveniu 4, 50103 Kaunas, Lithuania; (A.J.); (I.Z.); (D.S.); (S.I.); (Z.D.); (A.G.)
| | - Darius Stukas
- Laboratory of Surgical Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Eiveniu 4, 50103 Kaunas, Lithuania; (A.J.); (I.Z.); (D.S.); (S.I.); (Z.D.); (A.G.)
| | - Sandra Ivanauskiene
- Laboratory of Surgical Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Eiveniu 4, 50103 Kaunas, Lithuania; (A.J.); (I.Z.); (D.S.); (S.I.); (Z.D.); (A.G.)
| | - Daiva Urboniene
- Department of Laboratory Medicine, Lithuanian University of Health Sciences, Eiveniu 4, 50103 Kaunas, Lithuania; (D.U.); (A.V.)
| | - Toivo Maimets
- Department of Cell Biology, Institute of Molecular and Cell Biology, University of Tartu, Riia 23, 51010 Tartu, Estonia;
| | - Kristaps Jaudzems
- Department of Physical Organic Chemistry, Latvian Institute of Organic Synthesis, Aizkraukles 21, LV-1006 Riga, Latvia;
| | - Astra Vitkauskiene
- Department of Laboratory Medicine, Lithuanian University of Health Sciences, Eiveniu 4, 50103 Kaunas, Lithuania; (D.U.); (A.V.)
| | - Jason Matthews
- Department of Nutrition, Institute of Basic Medical Sciences, Faculty of Medicine, University of Oslo, 1046 Blindern, 0317 Oslo, Norway;
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Zilvinas Dambrauskas
- Laboratory of Surgical Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Eiveniu 4, 50103 Kaunas, Lithuania; (A.J.); (I.Z.); (D.S.); (S.I.); (Z.D.); (A.G.)
| | - Antanas Gulbinas
- Laboratory of Surgical Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Eiveniu 4, 50103 Kaunas, Lithuania; (A.J.); (I.Z.); (D.S.); (S.I.); (Z.D.); (A.G.)
| |
Collapse
|
34
|
Xia X, Zhao S, Song X, Zhang M, Zhu X, Li C, Chen W, Zhao D. The potential use and experimental validation of genomic instability-related lncRNA in pancreatic carcinoma. Medicine (Baltimore) 2023; 102:e35300. [PMID: 37713870 PMCID: PMC10508516 DOI: 10.1097/md.0000000000035300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 08/29/2023] [Indexed: 09/17/2023] Open
Abstract
This study explored the potential role of long noncoding RNA (lncRNAs) associated with genomic instability in the diagnosis and treatment of pancreatic adenocarcinoma (PAAD). Transcriptome and single-nucleotide variation data of PAAD samples were downloaded from the cancer genome atlas database to explore genomic instability-associated lncRNAs. We constructed a genomic instability-associated lncRNA prognostic signature. Then gene ontology and Kyoto encyclopedia of genes and genomes enrichment analyses were used to explore the physiological role of lncRNAs involved in genomic instability. Tumor microenvironments, immunotherapy response, immune cell infiltration, immune checkpoint, and drug sensitivity were compared between high-risk and low-risk groups. In vitro experiments were performed for external validation. Six lncRNAs associated with genomic instability were identified, capable of predicting the prognosis of PAAD. Patients were assigned to low-risk or high-risk groups using these biomarkers, with better or worse prognosis, respectively. The tumor immune score, immune cell infiltration, and efficacy of immunotherapy were worse in the high-risk group. A drug sensitivity analysis revealed the high- and low-risk groups had different half-maximal inhibitory concentrations. The expression of cancer susceptibility candidate 8 was significantly higher in tumor tissues than in normal tissues, while the expression of LYPLAL1-AS1 exhibited an opposite pattern. They may be potential diagnostic or prognostic biomarkers for patients with pancreatic cancer. Genomic instability-associated lncRNAs were explored in this study and predicted the prognosis of PAAD and stratified patients risk in PAAD. These lncRNAs also predicted the efficacy of immunotherapy and potential therapeutic targets in PAAD.
Collapse
Affiliation(s)
- Xiuli Xia
- Department of Gastroenterology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
- Department of Gastroenterology, Handan Central Hospital, Handan, China
| | - Shushan Zhao
- Department of Gastroenterology, Handan Central Hospital, Handan, China
| | - Xiaoming Song
- Department of Gastroenterology, Handan Central Hospital, Handan, China
| | - Mengyue Zhang
- Department of Gastroenterology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Xinying Zhu
- Department of Gastroenterology, The Third Hospital of Hebei Medical University, Shijiazhuang, China
| | - Changjuan Li
- Department of Gastroenterology, The First Hospital of Handan, Handan, China
| | - Wenting Chen
- Digestive Endoscopy Center, The First Affiliated Hospital of Hebei North. University, Zhangjiakou, China
| | - Dongqiang Zhao
- Department of Gastroenterology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| |
Collapse
|
35
|
Yu S, Luan Y, Tang S, Abazarikia A, Dong R, Caffrey TC, Hollingsworth MA, Oupicky D, Kim S. Uncovering Tumor-Promoting Roles of Activin A in Pancreatic Ductal Adenocarcinoma. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2207010. [PMID: 37083240 PMCID: PMC10238186 DOI: 10.1002/advs.202207010] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 03/22/2023] [Indexed: 05/03/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal cancers with high incidence rates of metastasis and cachexia. High circulating activin A, a homodimer of inhibin βA subunits that are encoded by INHBA gene, predicts poor survival among PDAC patients. However, it still raises the question of whether activin A suppression renders favorable PDAC outcomes. Here, the authors demonstrate that activin A is abundantly detected in tumor and stromal cells on PDAC tissue microarray and mouse PDAC sections. In orthotopic male mice, activin A suppression, which is acquired by tumor-targeted Inhba siRNA using cholesterol-modified polymeric nanoparticles, retards tumor growth/metastasis and cachexia and improves survival when compared to scramble siRNA-treated group. Histologically, activin A suppression coincides with decreased expression of proliferation marker Ki67 but increased accumulation of α-SMAhigh fibroblasts and cytotoxic T cells in the tumors. In vitro data demonstrate that activin A promotes KPC cell proliferation and induces the downregulation of α-SMA and upregulation of IL-6 in pancreatic stellate cells (PSC) in the SMAD3-dependent mechanism. Moreover, conditioned media from activin A-stimulated PSC promoted KPC cell growth. Collectively, our data provide a mechanistic basis for tumor-promoting roles of activin A and support therapeutic potentials of tumor activin A suppression for PDAC.
Collapse
Affiliation(s)
- Seok‐Yeong Yu
- Olson Center for Women's HealthDepartment of Obstetrics and GynecologyCollege of MedicineUniversity of Nebraska Medical CenterOmahaNEUSA
| | - Yi Luan
- Olson Center for Women's HealthDepartment of Obstetrics and GynecologyCollege of MedicineUniversity of Nebraska Medical CenterOmahaNEUSA
| | - Siyuan Tang
- Center for Drug Delivery and NanomedicineDepartment of Pharmaceutical SciencesCollege of PharmacyUniversity of Nebraska Medical CenterOmahaNEUSA
| | - Amirhossein Abazarikia
- Olson Center for Women's HealthDepartment of Obstetrics and GynecologyCollege of MedicineUniversity of Nebraska Medical CenterOmahaNEUSA
| | - Rosemary Dong
- Olson Center for Women's HealthDepartment of Obstetrics and GynecologyCollege of MedicineUniversity of Nebraska Medical CenterOmahaNEUSA
| | - Thomas C. Caffrey
- Eppley Institute for Research in Cancer and Allied DiseasesUniversity of Nebraska Medical CenterOmahaNE68198USA
- Fred & Buffett Cancer CenterUniversity of Nebraska Medical CenterOmahaNEUSA
| | - Michael A. Hollingsworth
- Eppley Institute for Research in Cancer and Allied DiseasesUniversity of Nebraska Medical CenterOmahaNE68198USA
- Fred & Buffett Cancer CenterUniversity of Nebraska Medical CenterOmahaNEUSA
| | - David Oupicky
- Center for Drug Delivery and NanomedicineDepartment of Pharmaceutical SciencesCollege of PharmacyUniversity of Nebraska Medical CenterOmahaNEUSA
- Fred & Buffett Cancer CenterUniversity of Nebraska Medical CenterOmahaNEUSA
| | - So‐Youn Kim
- Olson Center for Women's HealthDepartment of Obstetrics and GynecologyCollege of MedicineUniversity of Nebraska Medical CenterOmahaNEUSA
- Center for Drug Delivery and NanomedicineDepartment of Pharmaceutical SciencesCollege of PharmacyUniversity of Nebraska Medical CenterOmahaNEUSA
- Fred & Buffett Cancer CenterUniversity of Nebraska Medical CenterOmahaNEUSA
| |
Collapse
|
36
|
Parrasia S, Rossa A, Roncaglia N, Mattarei A, Honisch C, Szabò I, Ruzza P, Biasutto L. DA7R: A 7-Letter Zip Code to Target PDAC. Pharmaceutics 2023; 15:pharmaceutics15051508. [PMID: 37242749 DOI: 10.3390/pharmaceutics15051508] [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: 04/07/2023] [Revised: 04/28/2023] [Accepted: 05/11/2023] [Indexed: 05/28/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the most common type of pancreatic cancer, and is among the most aggressive and still incurable cancers. Innovative and successful therapeutic strategies are extremely needed. Peptides represent a versatile and promising tool to achieve tumor targeting, thanks to their ability to recognize specific target proteins (over)expressed on the surface of cancer cells. A7R is one such peptide, binding neuropilin-1 (NRP-1) and VEGFR2. Since PDAC expresses these receptors, the aim of this study was to test if A7R-drug conjugates could represent a PDAC-targeting strategy. PAPTP, a promising mitochondria-targeted anticancer compound, was selected as the cargo for this proof-of-concept study. Derivatives were designed as prodrugs, using a bioreversible linker to connect PAPTP to the peptide. Both the retro-inverso (DA7R) and the head-to-tail cyclic (cA7R) protease-resistant analogs of A7R were tested, and a tetraethylene glycol chain was introduced to improve solubility. Uptake of a fluorescent DA7R conjugate, as well as of the PAPTP-DA7R derivative into PDAC cell lines was found to be related to the expression levels of NRP-1 and VEGFR2. Conjugation of DA7R to therapeutically active compounds or nanovehicles might allow PDAC-targeted drug delivery, improving the efficacy of the therapy and reducing off-target effects.
Collapse
Affiliation(s)
- Sofia Parrasia
- Department of Biology, University of Padova, Viale G. Colombo 3, 35131 Padova, Italy
| | - Andrea Rossa
- Department of Chemical Sciences, University of Padova, Via F. Marzolo 1, 35131 Padova, Italy
| | - Nicola Roncaglia
- Department of Chemical Sciences, University of Padova, Via F. Marzolo 1, 35131 Padova, Italy
- CNR Institute of Biomolecular Chemistry, Padua Unit, Via F. Marzolo 1, 35131 Padova, Italy
| | - Andrea Mattarei
- Department of Pharmaceutical and Pharmacological Sciences, University of Padova, Via F. Marzolo 5, 35131 Padova, Italy
| | - Claudia Honisch
- CNR Institute of Biomolecular Chemistry, Padua Unit, Via F. Marzolo 1, 35131 Padova, Italy
| | - Ildikò Szabò
- Department of Biology, University of Padova, Viale G. Colombo 3, 35131 Padova, Italy
| | - Paolo Ruzza
- CNR Institute of Biomolecular Chemistry, Padua Unit, Via F. Marzolo 1, 35131 Padova, Italy
| | - Lucia Biasutto
- CNR Neuroscience Institute, Padua Unit, Viale G. Colombo 3, 35131 Padova, Italy
| |
Collapse
|
37
|
Mijit M, Boner M, Cordova RA, Gampala S, Kpenu E, Klunk AJ, Zhang C, Kelley MR, Staschke KA, Fishel ML. Activation of the integrated stress response (ISR) pathways in response to Ref-1 inhibition in human pancreatic cancer and its tumor microenvironment. Front Med (Lausanne) 2023; 10:1146115. [PMID: 37181357 PMCID: PMC10174294 DOI: 10.3389/fmed.2023.1146115] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 04/12/2023] [Indexed: 05/16/2023] Open
Abstract
Pancreatic cancer or pancreatic ductal adenocarcinoma (PDAC) is characterized by a profound inflammatory tumor microenvironment (TME) with high heterogeneity, metastatic propensity, and extreme hypoxia. The integrated stress response (ISR) pathway features a family of protein kinases that phosphorylate eukaryotic initiation factor 2 (eIF2) and regulate translation in response to diverse stress conditions, including hypoxia. We previously demonstrated that eIF2 signaling pathways were profoundly affected in response to Redox factor-1 (Ref-1) knockdown in human PDAC cells. Ref-1 is a dual function enzyme with activities of DNA repair and redox signaling, responds to cellular stress, and regulates survival pathways. The redox function of Ref-1 directly regulates multiple transcription factors including HIF-1α, STAT3, and NF-κB, which are highly active in the PDAC TME. However, the mechanistic details of the crosstalk between Ref-1 redox signaling and activation of ISR pathways are unclear. Following Ref-1 knockdown, induction of ISR was observed under normoxic conditions, while hypoxic conditions were sufficient to activate ISR irrespective of Ref-1 levels. Inhibition of Ref-1 redox activity increased expression of p-eIF2 and ATF4 transcriptional activity in a concentration-dependent manner in multiple human PDAC cell lines, and the effect on eIF2 phosphorylation was PERK-dependent. Treatment with PERK inhibitor, AMG-44 at high concentrations resulted in activation of the alternative ISR kinase, GCN2 and induced levels of p-eIF2 and ATF4 in both tumor cells and cancer-associated fibroblasts (CAFs). Combination treatment with inhibitors of Ref-1 and PERK enhanced cell killing effects in both human pancreatic cancer lines and CAFs in 3D co-culture, but only at high doses of PERK inhibitors. This effect was completely abrogated when Ref-1 inhibitors were used in combination with GCN2 inhibitor, GCN2iB. We demonstrate that targeting of Ref-1 redox signaling activates the ISR in multiple PDAC lines and that this activation of ISR is critical for inhibition of the growth of co-culture spheroids. Combination effects were only observed in physiologically relevant 3D co-cultures, suggesting that the model system utilized can greatly affect the outcome of these targeted agents. Inhibition of Ref-1 signaling induces cell death through ISR signaling pathways, and combination of Ref-1 redox signaling blockade with ISR activation could be a novel therapeutic strategy for PDAC treatment.
Collapse
Affiliation(s)
- Mahmut Mijit
- Department of Pediatrics and Herman B Wells Center for Pediatric Research, Indianapolis, IN, United States
- Indiana University Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Megan Boner
- Department of Pediatrics and Herman B Wells Center for Pediatric Research, Indianapolis, IN, United States
| | - Ricardo A Cordova
- Indiana University Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, United States
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Silpa Gampala
- Department of Pediatrics and Herman B Wells Center for Pediatric Research, Indianapolis, IN, United States
- Indiana University Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Eyram Kpenu
- Department of Pediatrics and Herman B Wells Center for Pediatric Research, Indianapolis, IN, United States
| | - Angela J Klunk
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Chi Zhang
- Indiana University Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, United States
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, United States
- Department of BioHealth Informatics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - MarK R Kelley
- Department of Pediatrics and Herman B Wells Center for Pediatric Research, Indianapolis, IN, United States
- Indiana University Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, United States
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, United States
- Department of Pharmacology and Toxicology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Kirk A Staschke
- Indiana University Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, United States
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Melissa L Fishel
- Department of Pediatrics and Herman B Wells Center for Pediatric Research, Indianapolis, IN, United States
- Indiana University Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, United States
- Department of Pharmacology and Toxicology, Indiana University School of Medicine, Indianapolis, IN, United States
| |
Collapse
|
38
|
Palma AM, Bushnell GG, Wicha MS, Gogna R. Tumor microenvironment interactions with cancer stem cells in pancreatic ductal adenocarcinoma. Adv Cancer Res 2023; 159:343-372. [PMID: 37268400 PMCID: PMC11218813 DOI: 10.1016/bs.acr.2023.02.007] [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] [Indexed: 06/04/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the most common type of pancreatic cancer in the United States. Additionally, the low survival rate makes PDAC the third-leading cause of cancer-related mortality in the United States, and it is projected that by 2030, it will become the second-leading cause of cancer mortality. Several biological factors contribute to PDAC aggressiveness, and their understanding will narrow the gap from biology to clinical care of PDAC, leading to earlier diagnoses and the development of better treatment options. In this review, we describe the origins of PDAC highlighting the role of cancer stem cells (CSC). CSC, also known as tumor initiating cells, which exhibit a unique metabolism that allows them to maintain a highly plastic, quiescent, immune- and therapy-evasive state. However, CSCs can exit quiescence during proliferation and differentiation, with the capacity to form tumors while constituting a small population in tumor tissues. Tumorigenesis depends on the interactions between CSCs and other cellular and non-cellular components in the microenvironment. These interactions are fundamental to support CSC stemness and are maintained throughout tumor development and metastasis. PDAC is characterized by a massive desmoplastic reaction, which result from the deposition of high amounts of extracellular matrix components by stromal cells. Here we review how this generates a favorable environment for tumor growth by protecting tumor cells from immune responses and chemotherapy and inducing tumor cell proliferation and migration, leading to metastasis formation ultimately leading to death. We emphasize the interactions between CSCs and the tumor microenvironment leading to metastasis formation and posit that better understanding and targeting of these interactions will improve patient outcomes.
Collapse
Affiliation(s)
| | - Grace G Bushnell
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Max S Wicha
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States.
| | - Rajan Gogna
- VCU Massey Cancer Center, Virginia Commonwealth University, School of Medicine, Richmond, VA, United States; Department of Human and Molecular Genetics, Virginia Commonwealth University, School of Medicine, Richmond, VA, United States; VCU Institute of Molecular Medicine, Virginia Commonwealth University, School of Medicine, Richmond, VA, United States.
| |
Collapse
|
39
|
Palma AM, Vudatha V, Peixoto ML, Madan E. Tumor heterogeneity: An oncogenic driver of PDAC progression and therapy resistance under stress conditions. Adv Cancer Res 2023; 159:203-249. [PMID: 37268397 DOI: 10.1016/bs.acr.2023.02.005] [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: 06/04/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a clinically challenging disease usually diagnosed at advanced or metastasized stage. By this year end, there are an expected increase in 62,210 new cases and 49,830 deaths in the United States, with 90% corresponding to PDAC subtype alone. Despite advances in cancer therapy, one of the major challenges combating PDAC remains tumor heterogeneity between PDAC patients and within the primary and metastatic lesions of the same patient. This review describes the PDAC subtypes based on the genomic, transcriptional, epigenetic, and metabolic signatures observed among patients and within individual tumors. Recent studies in tumor biology suggest PDAC heterogeneity as a major driver of disease progression under conditions of stress including hypoxia and nutrient deprivation, leading to metabolic reprogramming. We therefore advance our understanding in identifying the underlying mechanisms that interfere with the crosstalk between the extracellular matrix components and tumor cells that define the mechanics of tumor growth and metastasis. The bilateral interaction between the heterogeneous tumor microenvironment and PDAC cells serves as another important contributor that characterizes the tumor-promoting or tumor-suppressing phenotypes providing an opportunity for an effective treatment regime. Furthermore, we highlight the dynamic reciprocating interplay between the stromal and immune cells that impact immune surveillance or immune evasion response and contribute towards a complex process of tumorigenesis. In summary, the review encapsulates the existing knowledge of the currently applied treatments for PDAC with emphasis on tumor heterogeneity, manifesting at multiple levels, impacting disease progression and therapy resistance under stress.
Collapse
Affiliation(s)
| | - Vignesh Vudatha
- Department of Surgery, Virginia Commonwealth University School of Medicine, Richmond, VA, United States
| | | | - Esha Madan
- Champalimaud Centre for the Unknown, Lisbon, Portugal; Department of Surgery, Virginia Commonwealth University School of Medicine, Richmond, VA, United States.
| |
Collapse
|
40
|
Wang Y, Tang Q, Wu R, Sun S, Zhang J, Chen J, Gong M, Chen C, Liang X. Ultrasound-Triggered Piezocatalysis for Selectively Controlled NO Gas and Chemodrug Release to Enhance Drug Penetration in Pancreatic Cancer. ACS NANO 2023; 17:3557-3573. [PMID: 36775922 DOI: 10.1021/acsnano.2c09948] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Nitric oxide (NO) is drawing widespread attention in treating pancreatic ductal adenocarcinoma (PDAC) as a safe and therapeutically efficient technique through modulating the dense fibrotic stroma in the tumor microenvironment to enhance drug penetration. Considerable NO nanogenerators and NO releasing molecules have been developed to shield the systemic toxicity caused by free diffusion of NO gas. However, on-demand controlled release of NO and chemotherapy drugs at tumor sites remains a problem limited by the complex and dynamic tumor microenvironment. Herein, we present an ultrasound-responsive nanoprodrug of CPT-t-R-PEG2000@BaTiO3 (CRB) which encapsulates piezoelectric nanomaterials barium titanate nanoparticle (BaTiO3) with amphiphilic prodrug molecules that consisted of thioketal bond (t) linked chemotherapy drug camptothecin (CPT) and NO-donor l-arginine (R). Based on ultrasound-triggered piezocatalysis, BaTiO3 can continuously generate ROS in the hypoxic tumor environment, which induces a cascade of reaction processes to break the thioketal bond to release CPT and oxidize R to release NO, simultaneously delivering CPT and NO to the tumor site. It is revealed that CRB shows a uniform size distribution, prolonged blood circulation time, and excellent tumor targeting ability. Moreover, controlled release of CPT and NO were observed both in vitro and in vivo under the stimulation of ultrasound, which is beneficial to the depletion of dense stroma and subsequently enhanced delivery and efficacy of CPT. Taken together, CRB significantly increased the antitumor efficacy against highly malignant Panc02 tumors in mice through inhibiting chemoresistance, representing a feasible approach for targeted therapies against Panc02 and other PDAC.
Collapse
Affiliation(s)
- Yuan Wang
- Department of Ultrasound, Peking University Third Hospital, Beijing 100191, China
| | - Qingshuang Tang
- Department of Ultrasound, Peking University Third Hospital, Beijing 100191, China
| | - Ruiqi Wu
- Department of Ultrasound, Peking University Third Hospital, Beijing 100191, China
| | - Suhui Sun
- Department of Ultrasound, Peking University Third Hospital, Beijing 100191, China
| | - Jinxia Zhang
- Department of Ultrasound, Peking University Third Hospital, Beijing 100191, China
| | - Jing Chen
- Department of Ultrasound, Peking University Third Hospital, Beijing 100191, China
| | - Ming Gong
- Department of Ultrasound, Peking University Third Hospital, Beijing 100191, China
| | - Chaoyi Chen
- Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
| | - Xiaolong Liang
- Department of Ultrasound, Peking University Third Hospital, Beijing 100191, China
| |
Collapse
|
41
|
Zhang F, Hu Q, Li B, Huang Y, Wang M, Shao S, Tang H, Yao Z, Ping Y, Liang T. A biomimetic nanodrug for enhanced chemotherapy of pancreatic tumors. J Control Release 2023; 354:835-850. [PMID: 36627026 DOI: 10.1016/j.jconrel.2023.01.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 11/30/2022] [Accepted: 01/04/2023] [Indexed: 01/12/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains to be one of the highest malignant tumors due to its poor chemotherapeutic efficacy and multidrug resistance. A major reason for the failure in chemotherapy is poor drug accumulation into PDAC tumor tissues due to the overexpressed extracellular matrix (ECM) stroma, which forms a major obstacle limiting the deep tissue penetration of chemotherapeutics. Herein, we report a tumor microenvironment (TME)-responsive nanodrug, based on PDAC cell membrane-coated gold nanocages (AuNCs), to co-deliver the chemotherapeutics (GEM) and nitrogen oxide (NO) donor (L-Arg) to enhance drug accumulation and reduce chemoresistance. The high glutathione (GSH) level can trigger the cleavage of the disulfide bond on nanodrug to release GEM. Moreover, the elevated ROS level could activate L-Arg to generate NO, which synergistically facilitate GEM to penetrate into deep tissues by means of vasodilation and normalization of blood vessels in the PDAC tumor tissue. In addition, AuNCs not only serve as a photothermal agent for chemotherapy, but also generate photoacoustic signals to monitor drug accumulation and distribution. As expected, the strategy demonstrates to be remarkable in treating different xenograft mice models, especially in orthotopic and patient-derived xenograft (PDX) models. The current study defines a useful therapeutic tool for treating PDAC tumors.
Collapse
Affiliation(s)
- Fu Zhang
- Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou 310003, China; College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China
| | - Qida Hu
- Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou 310003, China
| | - Bowen Li
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China; Department of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive, Singapore, 117585, Singapore.
| | - Yong Huang
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China
| | - Meng Wang
- Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou 310003, China
| | - Shiyi Shao
- Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou 310003, China
| | - Honglin Tang
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China
| | - Zhuo Yao
- Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou 310003, China; College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China
| | - Yuan Ping
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China.
| | - Tingbo Liang
- Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou 310003, China; Zhejiang Provincial Key Laboratory of Pancreatic Disease, Hangzhou 310003, China; Innovation Center for the Study of Pancreatic Diseases, Hangzhou 310003, China; Zhejiang Provincial Clinical Research Center for the Study of Hepatobiliary & Pancreatic Diseases, Hangzhou 310003, China; Cancer Center, Zhejiang University, Hangzhou 310058, China; Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou 311121, China.
| |
Collapse
|
42
|
Li B, Nelson MS, Savari O, Loeffler AG, Eliceiri KW. Differentiation of pancreatic ductal adenocarcinoma and chronic pancreatitis using graph neural networks on histopathology and collagen fiber features. J Pathol Inform 2022; 13:100158. [PMID: 36605110 PMCID: PMC9808020 DOI: 10.1016/j.jpi.2022.100158] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 11/16/2022] [Accepted: 11/16/2022] [Indexed: 11/21/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal human cancers. However, the symptoms and radiographic appearance of chronic pancreatitis (CP) mimics that of PDAC, and sometimes the 2 entities can also be difficult to differentiate microscopically. The need for accurate differentiation of PDAC and CP has become a major topic in pancreatic pathology. These 2 diseases can present similar histomorphological features, such as excessive deposition of fibrotic stroma in the tissue microenvironment and inflammatory cell infiltration. In this paper, we present a quantitative analysis pipeline empowered by graph neural networks (GNN) capable of automatic detection and differentiation of PDAC and CP in human histological specimens. Modeling histological images as graphs and deploying graph convolutions can enable the capture of histomorphological features at different scales, ranging from nuclear size to the organization of ducts. The analysis pipeline combines image features computed from co-registered hematoxylin and eosin (H&E) images and Second-Harmonic Generation (SHG) microscopy images, with the SHG images enabling the extraction of collagen fiber morphological features. Evaluating the analysis pipeline on a human tissue micro-array dataset consisting of 786 cores and a tissue region dataset consisting of 268 images, it attained 86.4% accuracy with an average area under the curve (AUC) of 0.954 and 88.9% accuracy with an average AUC of 0.957, respectively. Moreover, incorporating topological features of collagen fibers computed from SHG images into the model further increases the classification accuracy on the tissue region dataset to 91.3% with an average AUC of 0.962, suggesting that collagen characteristics are diagnostic features in PDAC and CP detection and differentiation.
Collapse
Affiliation(s)
- Bin Li
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison 53706, WI, USA
- Morgridge Institute for Research, Madison 53705, WI, USA
| | - Michael S. Nelson
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison 53706, WI, USA
| | - Omid Savari
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh 15213, PA, USA
| | - Agnes G. Loeffler
- Department of Pathology, MetroHealth Medical Center, Cleveland 44109, OH, USA
| | - Kevin W. Eliceiri
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison 53706, WI, USA
- Morgridge Institute for Research, Madison 53705, WI, USA
- Department of Medical Physics, University of Wisconsin-Madison, Madison 53706, WI, USA
| |
Collapse
|
43
|
Cave DD, Buonaiuto S, Sainz B, Fantuz M, Mangini M, Carrer A, Di Domenico A, Iavazzo TT, Andolfi G, Cortina C, Sevillano M, Heeschen C, Colonna V, Corona M, Cucciardi A, Di Guida M, Batlle E, De Luca A, Lonardo E. LAMC2 marks a tumor-initiating cell population with an aggressive signature in pancreatic cancer. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2022; 41:315. [PMID: 36289544 PMCID: PMC9609288 DOI: 10.1186/s13046-022-02516-w] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 10/09/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Tumor-initiating cells (TIC), also known as cancer stem cells, are considered a specific subpopulation of cells necessary for cancer initiation and metastasis; however, the mechanisms by which they acquire metastatic traits are not well understood. METHODS LAMC2 transcriptional levels were evaluated using publicly available transcriptome data sets, and LAMC2 immunohistochemistry was performed using a tissue microarray composed of PDAC and normal pancreas tissues. Silencing and tracing of LAMC2 was performed using lentiviral shRNA constructs and CRISPR/Cas9-mediated homologous recombination, respectively. The contribution of LAMC2 to PDAC tumorigenicity was explored in vitro by tumor cell invasion, migration, sphere-forming and organoids assays, and in vivo by tumor growth and metastatic assays. mRNA sequencing was performed to identify key cellular pathways upregulated in LAMC2 expressing cells. Metastatic spreading induced by LAMC2- expressing cells was blocked by pharmacological inhibition of transforming growth factor beta (TGF-β) signaling. RESULTS We report a LAMC2-expressing cell population, which is endowed with enhanced self-renewal capacity, and is sufficient for tumor initiation and differentiation, and drives metastasis. mRNA profiling of these cells indicates a prominent squamous signature, and differentially activated pathways critical for tumor growth and metastasis, including deregulation of the TGF-β signaling pathway. Treatment with Vactosertib, a new small molecule inhibitor of the TGF-β type I receptor (activin receptor-like kinase-5, ALK5), completely abrogated lung metastasis, primarily originating from LAMC2-expressing cells. CONCLUSIONS We have identified a highly metastatic subpopulation of TICs marked by LAMC2. Strategies aimed at targeting the LAMC2 population may be effective in reducing tumor aggressiveness in PDAC patients. Our results prompt further study of this TIC population in pancreatic cancer and exploration as a potential therapeutic target and/or biomarker.
Collapse
Affiliation(s)
- Donatella Delle Cave
- grid.5326.20000 0001 1940 4177Institute of Genetics and Biophysics “A. Buzzati-Traverso”, National Research Council (CNR-IGB), 80131 Naples, Italy
| | - Silvia Buonaiuto
- grid.5326.20000 0001 1940 4177Institute of Genetics and Biophysics “A. Buzzati-Traverso”, National Research Council (CNR-IGB), 80131 Naples, Italy
| | - Bruno Sainz
- grid.466793.90000 0004 1803 1972Department of Cancer Biology, Instituto de Investigaciones Biomedicas “Alberto Sols” (IIBM), CSIC-UAM, 28029 Madrid, Spain ,grid.420232.50000 0004 7643 3507Chronic Diseases and Cancer, Area 3-Instituto Ramon Y Cajal de Investigacion Sanitaria (IRYCIS), 28034 Madrid, Spain ,grid.510933.d0000 0004 8339 0058Centro de Investigación Biomédica en Red, Área Cáncer, CIBERONC, ISCIII, 28029 Madrid, Spain
| | - Marco Fantuz
- grid.5608.b0000 0004 1757 3470Department of Biology, University of Padova, 35129 Padova, Italy ,grid.428736.cVeneto Institute of Molecular Medicine (VIMM), 35129 Padova, Italy
| | - Maria Mangini
- grid.5326.20000 0001 1940 4177Institute for Experimental Endocrinology and Oncology, “G. Salvatore” (IEOS), Second Unit, Consiglio Nazionale Delle Ricerche (CNR), 801310 Naples, Italy
| | - Alessandro Carrer
- grid.5608.b0000 0004 1757 3470Department of Biology, University of Padova, 35129 Padova, Italy ,grid.428736.cVeneto Institute of Molecular Medicine (VIMM), 35129 Padova, Italy
| | - Annalisa Di Domenico
- grid.5326.20000 0001 1940 4177Institute of Genetics and Biophysics “A. Buzzati-Traverso”, National Research Council (CNR-IGB), 80131 Naples, Italy
| | - Tea Teresa Iavazzo
- grid.5326.20000 0001 1940 4177Institute of Genetics and Biophysics “A. Buzzati-Traverso”, National Research Council (CNR-IGB), 80131 Naples, Italy
| | - Gennaro Andolfi
- grid.5326.20000 0001 1940 4177Institute of Genetics and Biophysics “A. Buzzati-Traverso”, National Research Council (CNR-IGB), 80131 Naples, Italy
| | - Carme Cortina
- grid.7722.00000 0001 1811 6966Institute for Research in Biomedicine (IRB Barcelona), Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 10, 08028 Barcelona, Spain ,grid.510933.d0000 0004 8339 0058Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 08028 Barcelona, Spain
| | - Marta Sevillano
- grid.7722.00000 0001 1811 6966Institute for Research in Biomedicine (IRB Barcelona), Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 10, 08028 Barcelona, Spain ,grid.510933.d0000 0004 8339 0058Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 08028 Barcelona, Spain
| | - Christopher Heeschen
- grid.16821.3c0000 0004 0368 8293State Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Vincenza Colonna
- grid.5326.20000 0001 1940 4177Institute of Genetics and Biophysics “A. Buzzati-Traverso”, National Research Council (CNR-IGB), 80131 Naples, Italy
| | - Marco Corona
- grid.5326.20000 0001 1940 4177Institute of Genetics and Biophysics “A. Buzzati-Traverso”, National Research Council (CNR-IGB), 80131 Naples, Italy
| | - Antonio Cucciardi
- grid.5326.20000 0001 1940 4177Institute of Genetics and Biophysics “A. Buzzati-Traverso”, National Research Council (CNR-IGB), 80131 Naples, Italy
| | - Martina Di Guida
- grid.5326.20000 0001 1940 4177Institute of Genetics and Biophysics “A. Buzzati-Traverso”, National Research Council (CNR-IGB), 80131 Naples, Italy
| | - Eduard Batlle
- grid.7722.00000 0001 1811 6966Institute for Research in Biomedicine (IRB Barcelona), Barcelona Institute of Science and Technology (BIST), Baldiri Reixac 10, 08028 Barcelona, Spain ,grid.510933.d0000 0004 8339 0058Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 08028 Barcelona, Spain
| | - Annachiara De Luca
- grid.5326.20000 0001 1940 4177Institute for Experimental Endocrinology and Oncology, “G. Salvatore” (IEOS), Second Unit, Consiglio Nazionale Delle Ricerche (CNR), 801310 Naples, Italy
| | - Enza Lonardo
- grid.5326.20000 0001 1940 4177Institute of Genetics and Biophysics “A. Buzzati-Traverso”, National Research Council (CNR-IGB), 80131 Naples, Italy
| |
Collapse
|
44
|
Liu P, Zu F, Chen H, Yin X, Tan X. Exosomal DNAJB11 promotes the development of pancreatic cancer by modulating the EGFR/MAPK pathway. Cell Mol Biol Lett 2022; 27:87. [PMID: 36209075 PMCID: PMC9548179 DOI: 10.1186/s11658-022-00390-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 09/19/2022] [Indexed: 12/02/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a malignant tumor with invasive and metastatic characteristics and poor prognosis. Intracellular protein homeostasis is associated with invasion and metastasis of pancreatic cancer, but the specific molecular mechanism remains unclear. Our previous studies have revealed that DNAJB11, a key protein in protein homeostasis, is secreted by exosomes in the supernatant of dissociated pancreatic cancer cells with high metastasis. The results from transcriptome sequencing and co-immunoprecipitation (Co-IP)-based liquid chromatography with tandem mass spectrometry (LC–MS/MS) showed that depletion of DNAJB11 levels could increase HSPA5 expression and induce endoplasmic reticulum stress through the PRKR-like endoplasmic reticulum kinase signaling pathway in pancreatic cancer cells. Furthermore, exosomal DNAJB11 promoted cell development of PC cells in vitro and in vivo. In addition, exosomal DNAJB11 could regulate the expression of EGFR and activate the downstream MAPK signaling pathway. Clinical blood samples were collected to evaluate the potential of exosome DNAJB11 as a diagnostic biomarker and therapeutic target for the treatment of pancreatic cancer. This study could provide a new theoretical basis and potential molecular targets for the treatment of pancreatic cancer.
Collapse
Affiliation(s)
- Peng Liu
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, 110004, China.,Diagnostic and Therapeutic Center of Pancreatic Diseases of Liaoning Province, Shenyang, 110004, China
| | - Fuqiang Zu
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, 110004, China.,Diagnostic and Therapeutic Center of Pancreatic Diseases of Liaoning Province, Shenyang, 110004, China
| | - Hui Chen
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, 110004, China
| | - Xiaoli Yin
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, 110004, China.
| | - Xiaodong Tan
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, 110004, China. .,Diagnostic and Therapeutic Center of Pancreatic Diseases of Liaoning Province, Shenyang, 110004, China.
| |
Collapse
|
45
|
Ge J, Mu S, Xiao E, Tian G, Tao L, Li D. Expression, oncological and immunological characterizations of BZW1/2 in pancreatic adenocarcinoma. Front Genet 2022; 13:1002673. [PMID: 36267402 PMCID: PMC9576853 DOI: 10.3389/fgene.2022.1002673] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 09/16/2022] [Indexed: 11/13/2022] Open
Abstract
Background: Despite the progress in early diagnosis and treatment, prognosis of pancreatic adenocarcinoma (PAAD) is still poor. Basic leucine zipper and W2 domain-containing protein 1 (BZW1) and protein 2 (BZW2) are attached to the basic leucine zipper (bZIP) superfamily. Recently, BZW1 was identified as an important role in glycolysis of PAAD. However, the comprehensive reports about BZW1/2 in PAAD are not sufficient. Methods: RNA-seq data in the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases were retrospectively analyzed. We explored the expression of BZW1/2 in PAAD tissues and the associations between BZW1/2 and prognosis. In addition, the potential roles of BZW1/2 in tumor microenvironment (TME) of PAAD were analyzed. Finally, clinicopathological data of 49 patients with PAAD in our institution were collected. Immunohistochemistry was used to determine the expression of BZW1/2 in PAAD samples. Results: BZW1 and BZW2 were upregulated in PAAD tissues compared to normal tissues (p < 0.05). The expression of BZW1/2 were not significantly correlated with gender, grade and stage of PAAD (p > 0.05). High expression of BZW2 was an independent predictor for poor prognosis of PAAD (HR 1.834, 95%CI 1.303–2.581, p = 0.001). And a nomogram to predict overall survival (OS) of PAAD was established with a C-index of 0.685. BZW1 and BZW2 expression were positively associated with T cell mediated immune response to tumor cell and Th2 cells in xCell database. Tumor Immune Single-Cell Hub (TISCH) analyses indicated that BZW1 and BZW2 were mainly expressed in B cells and malignant cells. External cohort furtherly validated that high expression of BZW1 and BZW2 were predictors for poor prognosis of PAAD. Conclusion: We found that BZW1 and BZW2 are highly expressed in malignant cells and B cells in the TME of PAAD. BZW2 is an independent predictor for OS of PAAD. BZW1 and BZW2 expression are positively associated with T cell mediated immune response to tumor cell and Th2 cells in PAAD.
Collapse
Affiliation(s)
| | | | | | | | | | - Deyu Li
- *Correspondence: Lianyuan Tao, ; Deyu Li,
| |
Collapse
|
46
|
Deng D, Patel R, Chiang CY, Hou P. Role of the Tumor Microenvironment in Regulating Pancreatic Cancer Therapy Resistance. Cells 2022; 11:2952. [PMID: 36230914 PMCID: PMC9563251 DOI: 10.3390/cells11192952] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 09/17/2022] [Accepted: 09/19/2022] [Indexed: 11/26/2022] Open
Abstract
Pancreatic cancer has a notoriously poor prognosis, exhibits persistent drug resistance, and lacks a cure. Unique features of the pancreatic tumor microenvironment exacerbate tumorigenesis, metastasis, and therapy resistance. Recent studies emphasize the importance of exploiting cells in the tumor microenvironment to thwart cancers. In this review, we summarize the hallmarks of the multifaceted pancreatic tumor microenvironment, notably pancreatic stellate cells, tumor-associated fibroblasts, macrophages, and neutrophils, in the regulation of chemo-, radio-, immuno-, and targeted therapy resistance in pancreatic cancer. The molecular insight will facilitate the development of novel therapeutics against pancreatic cancer.
Collapse
Affiliation(s)
- Daiyong Deng
- Center for Cell Signaling, Rutgers New Jersey Medical School, Newark, NJ 07103, USA
| | - Riya Patel
- Center for Cell Signaling, Rutgers New Jersey Medical School, Newark, NJ 07103, USA
| | - Cheng-Yao Chiang
- Center for Cell Signaling, Rutgers New Jersey Medical School, Newark, NJ 07103, USA
| | - Pingping Hou
- Center for Cell Signaling, Rutgers New Jersey Medical School, Newark, NJ 07103, USA
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers New Jersey Medical School, Newark, NJ 07103, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08903, USA
| |
Collapse
|
47
|
Charles Jacob HK, Signorelli R, Charles Richard JL, Kashuv T, Lavania S, Middleton A, Gomez BA, Ferrantella A, Amirian H, Tao J, Ergonul AB, Boone MM, Hadisurya M, Tao WA, Iliuk A, Kashyap MK, Garcia-Buitrago M, Dawra R, Saluja AK. Identification of novel early pancreatic cancer biomarkers KIF5B and SFRP2 from “first contact” interactions in the tumor microenvironment. J Exp Clin Cancer Res 2022; 41:258. [PMID: 36002889 PMCID: PMC9400270 DOI: 10.1186/s13046-022-02425-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 06/23/2022] [Indexed: 12/27/2022] Open
Abstract
Abstract
Background
Pancreatic cancer is one of the most difficult cancers to detect early and most patients die from complications arising due to distant organ metastases. The lack of bona fide early biomarkers is one of the primary reasons for late diagnosis of pancreatic cancer. It is a multifactorial disease and warrants a novel approach to identify early biomarkers.
Methods
In order to characterize the proteome, Extracellular vesicles (EVs) isolated from different in vitro conditions mimicking tumor-microenvironment interactions between pancreatic cancer epithelial and stromal cells were analyzed using high throughput mass spectrometry. The biological activity of the secreted EVome was analyzed by investigating changes in distant organ metastases and associated early changes in the microbiome. Candidate biomarkers (KIF5B, SFRP2, LOXL2, and MMP3) were selected and validated on a mouse-human hybrid Tissue Microarray (TMA) that was specifically generated for this study. Additionally, a human TMA was used to analyze the expression of KIF5B and SFRP2 in progressive stages of pancreatic cancer.
Results
The EVome of co-cultured epithelial and stromal cells is different from individual cells with distinct protein compositions. EVs secreted from stromal and cancer cells cultures could not induce significant changes in Pre-Metastatic Niche (PMN) modulation, which was assessed by changes in the distant organ metastases. However, they did induce significant changes in the early microbiome, as indicated by differences in α and β-diversities. KIF5B and SFRP2 show promise for early detection and investigation in progressive pancreatic cancer. These markers are expressed in all stages of pancreatic cancer such as low grade PanINs, advanced cancer, and in liver and soft tissue metastases.
Conclusions
Proteomic characterization of EVs derived from mimicking conditions of epithelial and stromal cells in the tumor-microenvironment resulted in the identification of several proteins, some for the first time in EVs. These secreted EVs cannot induce changes in distant organ metastases in in vivo models of EV education, but modulate changes in the early murine microbiome. Among all the proteins that were analyzed (MMP3, KIF5B, SFRP2, and LOXL2), KIF5B and SFRP2 show promise as bona fide early pancreatic cancer biomarkers expressed in progressive stages of pancreatic cancer.
Collapse
|
48
|
Smith C, Zheng W, Dong J, Wang Y, Lai J, Liu X, Yin F. Tumor microenvironment in pancreatic ductal adenocarcinoma: Implications in immunotherapy. World J Gastroenterol 2022; 28:3297-3313. [PMID: 36158269 PMCID: PMC9346457 DOI: 10.3748/wjg.v28.i27.3297] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Revised: 04/22/2022] [Accepted: 06/19/2022] [Indexed: 02/06/2023] Open
Abstract
Pancreatic ductal adenocarcinoma is one of the most aggressive and lethal cancers. Surgical resection is the only curable treatment option, but it is available for only a small fraction of patients at the time of diagnosis. With current therapeutic regimens, the average 5-year survival rate is less than 10% in pancreatic cancer patients. Immunotherapy has emerged as one of the most promising treatment options for multiple solid tumors of advanced stage. However, its clinical efficacy is suboptimal in most clinical trials on pancreatic cancer. Current studies have suggested that the tumor microenvironment is likely the underlying barrier affecting immunotherapy drug efficacy in pancreatic cancer. In this review, we discuss the role of the tumor microenvironment in pancreatic cancer and the latest advances in immunotherapy on pancreatic cancer.
Collapse
Affiliation(s)
- Caitlyn Smith
- Department of Pathology and Anatomical Sciences, University of Missouri School of Medicine, Columbia, MO 65212, United States
| | - Wei Zheng
- Department of Pathology, Emory University School of Medicine, Atlanta, GA 30322, United States
| | - Jixin Dong
- Eppley Institute for Research in Cancer and Allied Diseases, Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE 68198, United States
| | - Yaohong Wang
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, United States
| | - Jinping Lai
- Department of Pathology and Laboratory Medicine, Kaiser Permanente Sacramento Medical Center, Sacramento, CA 95825, United States
| | - Xiuli Liu
- Department of Pathology and Immunology, Washington University, St. Louis, MO 63110, United States
| | - Feng Yin
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, MO 65212, United States
| |
Collapse
|
49
|
Tan P, Li M, Liu Z, Li T, Zhao L, Fu W. Glycolysis-Related LINC02432/Hsa-miR-98–5p/HK2 Axis Inhibits Ferroptosis and Predicts Immune Infiltration, Tumor Mutation Burden, and Drug Sensitivity in Pancreatic Adenocarcinoma. Front Pharmacol 2022; 13:937413. [PMID: 35795552 PMCID: PMC9251347 DOI: 10.3389/fphar.2022.937413] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 06/02/2022] [Indexed: 11/30/2022] Open
Abstract
Pancreatic adenocarcinoma (PAAD) is a malignant cancer with high incidence and mortality. Glycometabolic rearrangements (aerobic glycolysis) is a hallmark of PAAD and contributes to tumorigenesis and progression through numerous mechanisms. This study aimed to identify a novel glycolysis-related lncRNA-miRNA-mRNA ceRNA signature in PAAD and explore its potential molecular function. We first calculated the glycolysis score for each PAAD patient by the ssGSEA algorithm and found that patients with higher hallmark glycolysis scores had poorer prognosis. Subsequently, we obtained a novel glycolysis-related LINC02432/hsa-miR-98–5p/HK2 axis from the TCGA and GEO databases using comprehensive bioinformatics analysis and developed a nomogram to predict overall survival. Furthermore, functional characterization analysis revealed that LINC02432/hsa-miR-98–5p/HK2 axis risk score was negatively correlated with ferroptosis. The tumor immune infiltration analysis suggested positive correlations between ceRNA risk score and infiltrated M0 macrophage levels in PAAD. Correlation analysis found that ceRNA risk scores were positively correlated with four chemokines (CXCL3, CXCL5, CXCL8 and CCL20) and one immune checkpoint gene (SIGLEC15). Meanwhile, tumor mutation burden (TMB), an indicator for predicting response to immunotherapy, was positively correlated with ceRNA risk score. Finally, the drug sensitivity analysis showed that the high-risk score patients might be more sensitive to EGFR, MEK and ERK inhibitors than low-risk score patients. In conclusion, our study suggested that LINC02432/hsa-miR-98–5p/HK2 axis may serve as a novel diagnostic, prognostic, and therapeutic target in PAAD treatment.
Collapse
Affiliation(s)
- Peng Tan
- Department of Cell Biology and Genetics / Institute of Genetics and Developmental Biology, School of Basic Medical Sciences, Xi’an Jiaotong University Health Science Center, Xi’an, China
- Academician (Expert) Workstation of Sichuan Province, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Mo Li
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Zhuoran Liu
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Tongxi Li
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Lingyu Zhao
- Department of Cell Biology and Genetics / Institute of Genetics and Developmental Biology, School of Basic Medical Sciences, Xi’an Jiaotong University Health Science Center, Xi’an, China
- *Correspondence: Lingyu Zhao, ; Wenguang Fu,
| | - Wenguang Fu
- Academician (Expert) Workstation of Sichuan Province, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
- *Correspondence: Lingyu Zhao, ; Wenguang Fu,
| |
Collapse
|
50
|
Song C, Chen J, Zhang C, Dong D. An Integrated Pan-Cancer Analysis of ADAMTS12 and Its Potential Implications in Pancreatic Adenocarcinoma. Front Oncol 2022; 12:849717. [PMID: 35280819 PMCID: PMC8904364 DOI: 10.3389/fonc.2022.849717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 01/31/2022] [Indexed: 11/23/2022] Open
Abstract
Background A Disintegrin and Metallopeptidase with Thrombospondin Type 1 Motif 12 (ADAMTS12), a member of the ADAMTS family of multidomain extracellular protease enzymes, is involved in the progression of many tumors. However, a pan-cancer analysis of this gene has not yet been performed. Its role in pancreatic adenocarcinoma (PAAD) also remains unclear. Methods The Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression data (GTEx) databases were used to analyze ADAMTS12 expression in pan-cancer. We assessed the expression, clinical characteristics, prognostic significance, copy number alteration, methylation, and mutation of ADAMTS12 and its correlation with the tumor immune microenvironment. qRT-PCR and immunohistochemistry assays were also performed to validate the expression of ADAMTS12 in PAAD. Results Through bioinformatics analysis and preliminary experimental verification, ADAMTS12 was found to be substantially overexpressed in PAAD. High expression level of ADAMTS12 was correlated with worse survival rates in patients with PAAD and high infiltration levels of tumor-associated macrophages, cancer-associated fibroblasts, immune checkpoint proteins, and immunosuppressive genes. Conclusion Our findings suggest ADAMTS12 as a potential prognostic biomarker in PAAD. Elevated ADAMTS12 expression may also indicate an immunosuppressive microenvironment.
Collapse
Affiliation(s)
- Caiyun Song
- Department of Gastroenterology, Wenzhou People's Hospital, Wenzhou, China
| | - Jionghuang Chen
- Zhejiang Engineering Research Center of Cognitive Healthcare, School of Medicine, Zhejiang University, Hangzhou, China
| | - Chaolei Zhang
- Zhejiang Engineering Research Center of Cognitive Healthcare, School of Medicine, Zhejiang University, Hangzhou, China
| | - Dapeng Dong
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| |
Collapse
|