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Yu X, Chen X, Chen W, Han X, Xie Q, Geng D, Guo G, Zhou L, Tang S, Chen J, Huang X, Zhong X. TGFβ2 Promotes the Construction of Fibrotic and Immunosuppressive Tumor Microenvironment in Pancreatic Adenocarcinoma: A Comprehensive Analysis. Mol Biotechnol 2025; 67:2562-2575. [PMID: 39044066 DOI: 10.1007/s12033-024-01219-1] [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: 03/30/2024] [Accepted: 06/10/2024] [Indexed: 07/25/2024]
Abstract
Pancreatic adenocarcinoma (PAAD) was characterized by dense fibrotic stroma and immunosuppressive tumor microenvironment (TME). TGFβ signaling pathways are highly activated in human cancers. However, the role of TGFβ2 in TME of PAAD remains to be elucidated. In this study, we showed that TGFβ2 was expressed at a relatively high level in PAAD tissues or cancer cells. Moreover, its high expression predicted unfavorable prognosis. In PAAD, gene set enrichment analysis showed that TGFβ2 correlated positively with leukocyte transendothelial migration, but negatively with aerobic metabolism, including oxidative phosphorylation. Results in Tumor and Immune System Interaction Database showed that TGFβ2 correlated with the infiltration of tumor-associated macrophages (TAMs), which could be attributed to that TGFβ2 promote CCL2 expression in PAAD. Moreover, correlation analysis showed that TGFβ2 could trigger cancer-associated fibroblasts (CAFs) activation in PAAD. The drug sensitivity analysis may indicate that patients with TGFβ2 high expression have higher sensitivity to chemotherapeutics, but the sensitivity to targeted drugs is still controversial. TGFβ2 could promote expansion of CAFs and infiltration of TAMs, thus participating in the construction of a fibrotic and immunosuppressive TME in PAAD. Targeting TGFβ2 could be a promising therapeutic approach, which needs to be elucidated by clinical and experimental evidences.
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Affiliation(s)
- Xiaofen Yu
- Department of Medical Oncology, Nanchang Third Hospital, Nanchang, 330000, Jiangxi, China
| | - Xuefen Chen
- Department of Plastic and Burns Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, China
- Plastic Surgery Research Institute, Ear Deformities Treatment Center and Cleft Lip and Palate Treatment Center of Shantou University Medical College, Shantou, China
| | - Wanxian Chen
- Department of Plastic and Burns Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, China
- Plastic Surgery Research Institute, Ear Deformities Treatment Center and Cleft Lip and Palate Treatment Center of Shantou University Medical College, Shantou, China
| | - Xiaosha Han
- Department of Plastic and Burns Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, China
- Plastic Surgery Research Institute, Ear Deformities Treatment Center and Cleft Lip and Palate Treatment Center of Shantou University Medical College, Shantou, China
| | - Qihu Xie
- Department of Plastic and Burns Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, China
- Plastic Surgery Research Institute, Ear Deformities Treatment Center and Cleft Lip and Palate Treatment Center of Shantou University Medical College, Shantou, China
| | - Deyi Geng
- Department of Plastic and Burns Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, China
- Plastic Surgery Research Institute, Ear Deformities Treatment Center and Cleft Lip and Palate Treatment Center of Shantou University Medical College, Shantou, China
| | - Genghong Guo
- Department of Plastic and Burns Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, China
- Plastic Surgery Research Institute, Ear Deformities Treatment Center and Cleft Lip and Palate Treatment Center of Shantou University Medical College, Shantou, China
| | - Linsa Zhou
- Department of Plastic and Burns Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, China
- Plastic Surgery Research Institute, Ear Deformities Treatment Center and Cleft Lip and Palate Treatment Center of Shantou University Medical College, Shantou, China
| | - Shijie Tang
- Department of Plastic and Burns Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, China
- Plastic Surgery Research Institute, Ear Deformities Treatment Center and Cleft Lip and Palate Treatment Center of Shantou University Medical College, Shantou, China
| | - Jiasheng Chen
- Department of Plastic and Burns Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, China.
- Plastic Surgery Research Institute, Ear Deformities Treatment Center and Cleft Lip and Palate Treatment Center of Shantou University Medical College, Shantou, China.
| | - Xin Huang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, China.
- Department of Experimental Research, Sun Yat-Sen University Cancer Center, Guangzhou, China.
- Department of Pancreatobiliary Surgery, Sun Yat-Sen University Cancer Center, GuangzhouGuangdong, 510060, China.
| | - Xiaoping Zhong
- Department of Plastic and Burns Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, China.
- Plastic Surgery Research Institute, Ear Deformities Treatment Center and Cleft Lip and Palate Treatment Center of Shantou University Medical College, Shantou, China.
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Enzler T, Frankel TL. Pancreatic cancer precursor lesions - Can immunotherapy prevent progression into pancreatic ductal adenocarcinoma? Cancer Lett 2025; 619:217662. [PMID: 40127814 DOI: 10.1016/j.canlet.2025.217662] [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: 11/12/2024] [Revised: 02/26/2025] [Accepted: 03/19/2025] [Indexed: 03/26/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest cancers, with a 5-year survival rate of only 12.5 %. Early detection of PDAC or addressing risk factors for PDAC development are ways to improve outcomes. PDAC can arise from precursor lesions, including pancreatic intraepithelial neoplasia (PanIN), intraductal papillary mucinous neoplasm (IPMN), and less frequent, mucinous cystic neoplasm (MCN), and other rare precursor variants. High-risk precursor lesions harbor a substantial chance of evolving into PDAC. Such lesions can often be found in resected PDAC specimens adjacent to the cancer. Unfortunately, recognizing precursor lesions that need to be resected is often tricky, and resections frequently end in major surgical interventions. Thus, better ways to handle precursor lesions are desperately needed. We mapped the immune microenvironments (IMEs) of PanINs, IPMNs, and MCNs on a cellular level using multiplex immunofluorescence and computational imaging technology and compared the findings to PDACs and normal pancreatic tissues. We found distinct and potentially targetable mechanisms of immunosuppression between the two main precursor lesions, PanIN and IMPN. Immunosuppression in IPMNs seems partly mediated by programmed cell death protein 1 ligand (PD-L1) expression on antigen-presenting cells (APCs). By contrast, elevated numbers of regulatory T cells (Tregs) seem to be key players in the immunosuppression of PanINs. Thus, treating high-risk IPMNs with anti-PD-1 and high-risk PanINs with agents targeting Tregs, such as anti-lymphocyte associated protein 4 (anti-CTLA-4) antibodies, could reverse their immunosuppressive state. Reversal of immunosuppression will restore immunosurveillance and eventually prevent progression into PDAC. We also review relevant published and ongoing non-surgical treatment approaches for high-risk IPMNs and PanINs.
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Affiliation(s)
- Thomas Enzler
- Department of Medicine, University of Michigan, Ann Arbor, MI, 40109, USA.
| | - Timothy L Frankel
- Department of Surgery, University of Michigan, Ann Arbor, MI, 40109, USA
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3
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Blümke J, Schameitat M, Verma A, Limbecker C, Arlt E, Kessler SM, Kielstein H, Krug S, Bazwinsky-Wutschke I, Haemmerle M. Innate Immunity and Platelets: Unveiling Their Role in Chronic Pancreatitis and Pancreatic Cancer. Cancers (Basel) 2025; 17:1689. [PMID: 40427186 PMCID: PMC12110028 DOI: 10.3390/cancers17101689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2025] [Revised: 05/10/2025] [Accepted: 05/14/2025] [Indexed: 05/29/2025] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most aggressive and lethal forms of cancer, characterized by a highly desmoplastic tumor microenvironment. One main risk factor is chronic pancreatitis (CP). Progression of CP to PDAC is greatly influenced by persistent inflammation promoting genomic instability, acinar-ductal metaplasia, and pancreatic intraepithelial neoplasia (PanIN) formation. Components of the extracellular matrix, including immune cells, can modulate this progression phase. This includes cells of the innate immune system, such as natural killer (NK) cells, macrophages, dendritic cells, mast cells, neutrophils, and myeloid-derived suppressor cells (MDSCs), either promoting or inhibiting tumor growth. On one hand, innate immune cells can trigger inflammatory responses that support tumor progression by releasing cytokines and growth factors, fostering tumor cell proliferation, invasion, and metastasis. On the other hand, they can also activate immune surveillance mechanisms, which can limit tumor development. For example, NK cells are cytotoxic innate lymphoid cells that are able to kill tumor cells, and active dendritic cells are crucial for a functioning anti-tumor immune response. In contrast, mast cells and MDSCs rather support a pro-tumorigenic tumor microenvironment that is additionally sustained by platelets. Once thought to play a role in hemostasis only, platelets are now recognized as key players in inflammation and cancer progression. By releasing cytokines, growth factors, and pro-angiogenic mediators, platelets help shape an immunosuppressive microenvironment that promotes fibrotic remodeling, tumor initiation, progression, metastasis, and immune evasion. Neutrophils and macrophages exist in different functional subtypes that can both act pro- and anti-tumorigenic. Understanding the complex interactions between innate immune cells, platelets, and early precursor lesions, as well as PDAC cells, is crucial for developing new therapeutic approaches that can harness the immune and potentially also the coagulation system to target and eliminate tumors, offering hope for improved patient outcomes.
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Affiliation(s)
- Juliane Blümke
- Institute of Pathology, Section of Experimental Pathology, Medical Faculty, Martin Luther University Halle-Wittenberg, 06112 Halle (Saale), Germany;
| | - Moritz Schameitat
- Institute of Anatomy and Cell Biology, Medical Faculty, Martin Luther University Halle-Wittenberg, 06108 Halle (Saale), Germany; (M.S.); (C.L.); (H.K.); (I.B.-W.)
| | - Atul Verma
- Department of Internal Medicine I, Medical Faculty, Martin Luther University Halle-Wittenberg, 06120 Halle (Saale), Germany; (A.V.); (S.K.)
| | - Celina Limbecker
- Institute of Anatomy and Cell Biology, Medical Faculty, Martin Luther University Halle-Wittenberg, 06108 Halle (Saale), Germany; (M.S.); (C.L.); (H.K.); (I.B.-W.)
| | - Elise Arlt
- Institute of Anatomy and Cell Biology, Medical Faculty, Martin Luther University Halle-Wittenberg, 06108 Halle (Saale), Germany; (M.S.); (C.L.); (H.K.); (I.B.-W.)
| | - Sonja M. Kessler
- Institute of Pharmacy, Experimental Pharmacology for Natural Sciences, Faculty of Natural Sciences, Martin Luther University Halle-Wittenberg, 06120 Halle (Saale), Germany;
| | - Heike Kielstein
- Institute of Anatomy and Cell Biology, Medical Faculty, Martin Luther University Halle-Wittenberg, 06108 Halle (Saale), Germany; (M.S.); (C.L.); (H.K.); (I.B.-W.)
| | - Sebastian Krug
- Department of Internal Medicine I, Medical Faculty, Martin Luther University Halle-Wittenberg, 06120 Halle (Saale), Germany; (A.V.); (S.K.)
- Department of Internal Medicine IV, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Ivonne Bazwinsky-Wutschke
- Institute of Anatomy and Cell Biology, Medical Faculty, Martin Luther University Halle-Wittenberg, 06108 Halle (Saale), Germany; (M.S.); (C.L.); (H.K.); (I.B.-W.)
| | - Monika Haemmerle
- Institute of Pathology, Section of Experimental Pathology, Medical Faculty, Martin Luther University Halle-Wittenberg, 06112 Halle (Saale), Germany;
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Ni P, Li L, Du K, Nov P, Wang D, Wang C, Kou Q, Li Y, Zhang Y, Zheng C, Fu W, Li J. Unveiling the immunological terrain of pancreatic ductal adenocarcinoma: strategies to prompt immunotherapy from Mendelian randomization. Discov Oncol 2025; 16:613. [PMID: 40279021 PMCID: PMC12031697 DOI: 10.1007/s12672-025-02250-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Accepted: 03/27/2025] [Indexed: 04/26/2025] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is challenging to treat due to its immunosuppressive tumor microenvironment (TME) and resistance to immune checkpoint inhibitors. This study aims to discover new therapeutic targets and predictive biomarkers for PDAC. METHODS Using Mendelian randomization, we studied causal relationships between PDAC and an array of immune cell traits, bacterial traits, inflammatory factors, and blood metabolites. We employed large genome-wide association study datasets and the two-sample MR approach for the investigation. RESULTS Our results highlight suggestive evidence of associations between PDAC and distinct immune cell phenotypes, revealing nuanced alterations across monocytes, T-cells, B-cells, dendritic cells, and myeloid-derived suppressor cells. Our study provides a granular view of the PDAC-immune interface, identifying key immune cell traits and their associations with PDAC. For instance, our findings suggest a detrimental reduction in various monocyte traits, alongside a decrease in B-cell populations. Conversely, certain T-cell subsets showed increased associations, indicating potential targets for immunotherapeutic strategies. The bacterial trait associations, particularly with Collinsella and Ruminococcus torques, highlight the gut microbiome's influence on immune modulation and PDAC pathogenesis. Additionally, the traits concerning Interleukin-12 subunit beta levels and T-cell surface glycoprotein CD5 levels further indicate their function of this complex interaction. CONCLUSIONS This study enhances our understanding of PDAC's resistance to immunotherapies and highlights the potential of personalized immunotherapy and metabolic pathway modulation in PDAC treatment. Our findings provide supportive evidence for research and clinical translation.
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Affiliation(s)
- Peizan Ni
- Department of Radiotherapy, Oncology Center, Zhujiang Hospital, Southern Medical University, No. 253, Industrial Avenue, Guangzhou, 510280, Guangdong, China
| | - Lilin Li
- Department of Radiotherapy, Oncology Center, Zhujiang Hospital, Southern Medical University, No. 253, Industrial Avenue, Guangzhou, 510280, Guangdong, China
| | - KunPeng Du
- Department of Radiotherapy, Oncology Center, Zhujiang Hospital, Southern Medical University, No. 253, Industrial Avenue, Guangzhou, 510280, Guangdong, China
| | - Pengkhun Nov
- Department of Radiotherapy, Oncology Center, Zhujiang Hospital, Southern Medical University, No. 253, Industrial Avenue, Guangzhou, 510280, Guangdong, China
| | - Duanyu Wang
- Department of Radiotherapy, Oncology Center, Zhujiang Hospital, Southern Medical University, No. 253, Industrial Avenue, Guangzhou, 510280, Guangdong, China
| | - Changqian Wang
- Department of Radiotherapy, Oncology Center, Zhujiang Hospital, Southern Medical University, No. 253, Industrial Avenue, Guangzhou, 510280, Guangdong, China
| | - Qianzi Kou
- Department of Radiotherapy, Oncology Center, Zhujiang Hospital, Southern Medical University, No. 253, Industrial Avenue, Guangzhou, 510280, Guangdong, China
| | - Ying Li
- Department of Radiotherapy, Oncology Center, Zhujiang Hospital, Southern Medical University, No. 253, Industrial Avenue, Guangzhou, 510280, Guangdong, China
| | - Yangfeng Zhang
- Department of Radiotherapy, Oncology Center, Zhujiang Hospital, Southern Medical University, No. 253, Industrial Avenue, Guangzhou, 510280, Guangdong, China
| | - Chongyang Zheng
- Department of Radiotherapy, Oncology Center, Zhujiang Hospital, Southern Medical University, No. 253, Industrial Avenue, Guangzhou, 510280, Guangdong, China
| | - Wen Fu
- Department of Radiotherapy, Oncology Center, Zhujiang Hospital, Southern Medical University, No. 253, Industrial Avenue, Guangzhou, 510280, Guangdong, China
| | - Jiqiang Li
- Department of Radiotherapy, Oncology Center, Zhujiang Hospital, Southern Medical University, No. 253, Industrial Avenue, Guangzhou, 510280, Guangdong, China.
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5
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Ciner A, Hosein PJ, Jiang Y, Rassool F. The Interplay Between DNA Repair and the Immune Microenvironment in Pancreatic Cancer. Biomedicines 2025; 13:1031. [PMID: 40426860 PMCID: PMC12108561 DOI: 10.3390/biomedicines13051031] [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: 02/04/2025] [Revised: 04/08/2025] [Accepted: 04/15/2025] [Indexed: 05/29/2025] Open
Abstract
This narrative review describes the relationship between DNA repair and the immune microenvironment in pancreatic cancer and its potential clinical relevance. Pancreatic cancer is a devastating disease, often diagnosed at an advanced and incurable stage. BRCA or PALB2 mutations occur in a small subset, disabling accurate DNA double-strand break repair and sensitizing tumors to platinum-based chemotherapy and poly-ADP ribose polymerase inhibitors. While immune checkpoint blockade targeting PD1 and CTLA4 is ineffective for most patients, accumulating translational work indicates that those with BRCA or PALB2 mutations harbor a distinct and more permissive immune microenvironment. The phase 2 TAPUR study and retrospective series demonstrate that combined PD1 and CTLA4 inhibition can be effective for this subgroup of patients. In this manuscript, we review the current treatment landscape, the underlying mechanisms for immune resistance, and the interplay between defective DNA repair and the immune microenvironment in pancreatic cancer.
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Affiliation(s)
- Aaron Ciner
- Greenebaum Comprehensive Cancer Center, School of Medicine Baltimore, University of Maryland, Baltimore, MD 21201, USA
| | - Peter J. Hosein
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL 33136, USA;
| | - Yixing Jiang
- Greenebaum Comprehensive Cancer Center, School of Medicine Baltimore, University of Maryland, Baltimore, MD 21201, USA
| | - Feyruz Rassool
- Greenebaum Comprehensive Cancer Center, School of Medicine Baltimore, University of Maryland, Baltimore, MD 21201, USA
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Wu H, Shang J, Bao Y, Liu H, Zhang H, Xiao Y, Li Y, Huang Z, Cheng X, Ma Z, Zhang W, Mo P, Wang D, Zhang M, Zhan Y. Identification of a novel prognostic marker ADGRG6 in pancreatic adenocarcinoma: multi-omics analysis and experimental validation. Front Immunol 2025; 16:1530789. [PMID: 40226617 PMCID: PMC11986822 DOI: 10.3389/fimmu.2025.1530789] [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: 11/19/2024] [Accepted: 03/10/2025] [Indexed: 04/15/2025] Open
Abstract
Background Pancreatic adenocarcinoma (PAAD) ranks among the most lethal malignancies worldwide. Current treatment options have limited efficacy, underscoring the need for new therapeutic targets. Methods This study employed a multi-omics analytical framework to delve into the expression profiles and prognostic implications of ADGRG6 within the pan-cancer dataset of The Cancer Genome Atlas (TCGA) database, highlighting the prognostic value and potential carcinogenic role of ADGRG6 in PAAD, which was further validated using data from multiple PAAD cohorts in the Gene Expression Omnibus (GEO) database. To assess the role of ADGRG6 in the tumor microenvironment of PAAD, we evaluated immune infiltration using CIBERSORT, ssGSEA, xCell and Tracking Tumor Immunophenotype (TIP), and utilized single-cell sequencing data to explore cell-cell interactions. Further cellular and animal experiments, such as colony formation assay, transwell assay, western blot, real-time PCR, and tumor xenograft experiments, were used to investigate the effect of ADGRG6 on the proliferation, metastatic potential and immune marker expression of PAAD and the underlying mechanisms. Results ADGRG6 emerged as a potential prognostic biomarker and a therapeutic target for PAAD, which was further corroborated by data extracted from multiple PAAD cohorts archived in the GEO database. Single-cell sequencing and immune infiltration analyses predicted the positive correlation of ADGRG6 with the infiltration of immune cells and with the interaction between malignant cells and fibroblasts/macrophages within the PAAD microenvironment. In vitro cell assays demonstrated that ADGRG6 promoted the proliferation, metastatic potential and immune marker expression of PAAD cells by increasing protein level of mutated p53 (mutp53), which activated a spectrum of gain-of-functions to promote cancer progression via the EGFR, AMPK and NF-κB signaling cascades. Furthermore, subcutaneous xenograft experiments in mice demonstrated that ADGRG6 knockdown substantially suppressed the growth of engrafted PAAD tumors. Conclusions ADGRG6 may serve as a novel prognostic marker and a therapeutic targets for PAAD, playing a crucial role in the proliferation, metastasis, and immune marker regulation of PAAD through elevating protein level of mutated p53.
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Affiliation(s)
- Han Wu
- Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, China
- Department of Gastroenterology, The 909th Hospital, School of Medicine, Xiamen University, Zhangzhou, Fujian, China
| | - Jin Shang
- Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Yuanyan Bao
- Department of Gastroenterology, The 909th Hospital, School of Medicine, Xiamen University, Zhangzhou, Fujian, China
| | - Huajie Liu
- Department of Gastroenterology, The 909th Hospital, School of Medicine, Xiamen University, Zhangzhou, Fujian, China
| | - Haoran Zhang
- Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Yaosheng Xiao
- Department of Infectious Disease, Xiang’an Hospital Affiliated to Xiamen University, Xiamen, Fujian, China
| | - Yangtaobo Li
- Department of Gastroenterology, The 909th Hospital, School of Medicine, Xiamen University, Zhangzhou, Fujian, China
| | - Zhaozhang Huang
- Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Xiaolei Cheng
- Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Zixuan Ma
- Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Wenqing Zhang
- Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Pingli Mo
- State Key Laboratory of Cellular Stress Biology, Innovation Center for Cell Biology, School of Life Science, Xiamen University, Xiamen, Fujian, China
| | - Daxuan Wang
- Provincial College of Clinical Medicine, Fujian Provincial Hospital, Fuzhou, Fujian, China
| | - Mingqing Zhang
- Department of Gastroenterology, The 909th Hospital, School of Medicine, Xiamen University, Zhangzhou, Fujian, China
| | - Yanyan Zhan
- Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, China
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7
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Zhao S, Agyare E, Zhu X, Trevino J, Rogers S, Velazquez-Villarreal E, Brant J, Eliahoo P, Barajas J, Hoang BX, Han B. ECM Stiffness-Induced Redox Signaling Enhances Stearoyl Gemcitabine Efficacy in Pancreatic Cancer. Cancers (Basel) 2025; 17:870. [PMID: 40075719 PMCID: PMC11899364 DOI: 10.3390/cancers17050870] [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: 12/02/2024] [Revised: 02/03/2025] [Accepted: 02/21/2025] [Indexed: 03/14/2025] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) remains one of the most lethal malignancies, largely due to its dense fibrotic stroma that promotes drug resistance and tumor progression. While patient-derived organoids (PDOs) have emerged as promising tools for modeling PDAC and evaluating therapeutic responses, the current PDO models grown in soft matrices fail to replicate the tumor's stiff extracellular matrix (ECM), limiting their predictive value for advanced disease. METHODS We developed a biomimetic model using gelatin-based matrices of varying stiffness, achieved through modulated transglutaminase crosslinking rates, to better simulate the desmoplastic PDAC microenvironment. Using this platform, we investigated organoid morphology, proliferation, and chemoresistance to gemcitabine (Gem) and its lipophilic derivative, 4-N-stearoyl gemcitabine (Gem-S). Mechanistic studies focused on the interplay between ECM stiffness, hypoxia-inducible factor (HIF) expression, and the nuclear factor erythroid 2-related factor 2 (Nrf2) pathway in drug resistance. RESULTS PDAC organoids in stiffer matrices demonstrated enhanced stemness features, including rounded morphology and elevated cancer stem cell (CSC) marker expression. Matrix stiffness-induced gemcitabine resistance correlated with the upregulation of ABC transporters and oxidative stress adaptive responses. While gemcitabine activated Nrf2 expression, promoting oxidative stress mitigation, Gem-S suppressed Nrf2 levels and induced oxidative stress, leading to increased reactive oxygen species (ROS) and enhanced cell death. Both compounds reduced HIF expression, with gemcitabine showing greater efficacy. CONCLUSIONS Our study reveals ECM stiffness as a critical mediator of PDAC chemoresistance through the promotion of stemness and modulation of Nrf2 and HIF pathways. Gem-S demonstrates promise in overcoming gemcitabine resistance by disrupting Nrf2-mediated adaptive responses and inducing oxidative stress. These findings underscore the importance of biomechanically accurate tumor models and suggest that dual targeting of mechanical and oxidative stress pathways may improve PDAC treatment outcomes.
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Affiliation(s)
- Shuqing Zhao
- Department of Surgery, University of Southern California, Los Angeles, CA 90089, USA; (S.Z.); (J.B.); (B.X.H.)
| | - Edward Agyare
- College of Pharmaceutical Science, Florida A&M University, Tallahassee, FL 32307, USA; (E.A.); (X.Z.)
| | - Xueyou Zhu
- College of Pharmaceutical Science, Florida A&M University, Tallahassee, FL 32307, USA; (E.A.); (X.Z.)
| | - Jose Trevino
- Division of Surgical Oncology, School of Medicine and Surgeon, Virginia Commonwealth University, Richmond, VA 23284, USA;
| | - Sherise Rogers
- Departments of Biostatistics, College of Public Health and Health Professions, UF Health Cancer Center, University of Florida, Gainesville, FL 32611, USA; (S.R.); (J.B.)
| | | | - Jason Brant
- Departments of Biostatistics, College of Public Health and Health Professions, UF Health Cancer Center, University of Florida, Gainesville, FL 32611, USA; (S.R.); (J.B.)
| | - Payam Eliahoo
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA 90007, USA;
| | - Jonathan Barajas
- Department of Surgery, University of Southern California, Los Angeles, CA 90089, USA; (S.Z.); (J.B.); (B.X.H.)
| | - Ba Xuan Hoang
- Department of Surgery, University of Southern California, Los Angeles, CA 90089, USA; (S.Z.); (J.B.); (B.X.H.)
| | - Bo Han
- Department of Surgery, University of Southern California, Los Angeles, CA 90089, USA; (S.Z.); (J.B.); (B.X.H.)
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA 90007, USA;
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8
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Rahimian S, Mirkazemi K, Kamalinejad A, Doroudian M. Exosome-based advances in pancreatic cancer: The potential of mesenchymal stem cells. Crit Rev Oncol Hematol 2025; 207:104594. [PMID: 39732301 DOI: 10.1016/j.critrevonc.2024.104594] [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: 09/23/2024] [Revised: 11/28/2024] [Accepted: 12/08/2024] [Indexed: 12/30/2024] Open
Abstract
Pancreatic cancer, especially pancreatic ductal adenocarcinoma (PDAC), is one of the most challenging clinical conditions due to its late-stage diagnosis and poor survival rates. Mesenchymal stem cells (MSCs), used for targeted therapies, are being explored as a promising treatment because of their tumor-homing properties and potential contributions to the pancreatic cancer microenvironment. Understanding these interactions is crucial for developing effective treatments. In this study, we investigated how MSCs exhibit tropism towards tumors, influence the microenvironment through paracrine effects, and serve as potential drug delivery vehicles. We also examined their role in progression and therapeutic resistance in pancreatic cancer therapy. The cytotoxic effects of certain compounds on tumor cells, the use of genetically modified MSCs as drug carriers, and the potential of exosomal biomarkers like miRNAs and riRNAs for diagnosis and monitoring of pancreatic cancer were analyzed. Overall, MSC-based therapies, coupled with insights into tumor-stromal interactions, offer new avenues for improving outcomes in pancreatic cancer treatment. Additionally, the use of MSC-based therapies in clinical trials is discussed. While MSCs show promising potential for pancreatic cancer monitoring, diagnosis, and treatment, results so far have been limited.
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Affiliation(s)
- Sana Rahimian
- Department of Cell and Molecular Sciences, Faculty of Biological Sciences, Kharazmi University, Tehran, Iran
| | - Kimia Mirkazemi
- Faculty of Science, University of Amsterdam, Amsterdam, the Netherlands
| | - Armita Kamalinejad
- Department of Cell and Molecular Sciences, Faculty of Biological Sciences, Kharazmi University, Tehran, Iran
| | - Mohammad Doroudian
- Department of Cell and Molecular Sciences, Faculty of Biological Sciences, Kharazmi University, Tehran, Iran.
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9
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Zhu Z, Nie G, Peng X, Zhan X, Ding D. KAT8 catalyzes the acetylation of SEPP1 at lysine 247/249 and modulates the activity of CD8 + T cells via LRP8 to promote anti-tumor immunity in pancreatic cancer. Cell Biosci 2025; 15:24. [PMID: 39972392 PMCID: PMC11841300 DOI: 10.1186/s13578-025-01356-3] [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: 07/03/2024] [Accepted: 01/21/2025] [Indexed: 02/21/2025] Open
Abstract
BACKGROUND Pancreatic cancer (PC) remains one of the most lethal malignancies with unfavorable prognosis globally. Bioinformatics analysis predicted that SEPP1 was low expressed in PC and related to tumor immune microenvironment, but its biological function was still unclear. METHODS PC xenograft and liver metastasis mouse models, as well as PC cell-MDSCs co-culture system, were established for in vivo and in vitro studies, respectively. The expression and localization of key molecules were detected by qRT-PCR, western blot, immunohistochemistry and immunofluorescence. Flow cytometry was employed to assess the abundance of immune cells and cell apoptosis. The interactions among KAT8, SEPP1 and LRP8 were detected by co-IP. Cell viability, migration and invasion were monitored by CCK-8 and transwell assays. RESULTS SEPP1 was downregulated in pancreatic tumors, and it was positively correlated with the abundance of CD8+ T cells. In vivo overexpression of SEPP1 impaired PC tumor growth and liver metastasis via modulating the abundance of CD8+ T cell and MDSCs. KAT8 upregulated SEPP1 transcription and protein level via catalyzing the acetylation at K247/249 on SEPP1, and SEPP1 impaired MDSCs survival via its receptor LRP8, thus regulating CD8+ T cell-mediated immune responses in PC. In vivo studies further revealed that SEPP1 recombinant protein enhanced the efficacy of anti-PD-1 therapy in PC xenograft mouse model. CONCLUSION KAT8 catalyzed the acetylation of SEPP1 at K247/249 and modulated the activity of CD8+ T cells via LRP8 to promote anti-tumor immunity in PC.
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Affiliation(s)
- Zhongfei Zhu
- Department of Hepatobiliary, Pancreatic and Spleen Surgery, The First Affiliated Hospital of Naval Medical University, Shanghai, 200433, China
| | - Gang Nie
- Department of Hepatobiliary, Pancreatic and Spleen Surgery, The First Affiliated Hospital of Naval Medical University, Shanghai, 200433, China
| | - Xiaobo Peng
- Department of Oncology, The First Affiliated Hospital of Naval Medical University, No. 168, Changhai Road, Yangpu District, Shanghai, 200433, China.
| | - Xianbao Zhan
- Department of Oncology, The First Affiliated Hospital of Naval Medical University, No. 168, Changhai Road, Yangpu District, Shanghai, 200433, China.
| | - Dan Ding
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Naval Medical University, No. 168, Changhai Road, Yangpu District, Shanghai, 200433, China.
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10
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Sherpally D, Manne A. Advancing Immunotherapy in Pancreatic Cancer: A Brief Review of Emerging Adoptive Cell Therapies. Cancers (Basel) 2025; 17:589. [PMID: 40002184 PMCID: PMC11853216 DOI: 10.3390/cancers17040589] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2024] [Revised: 01/28/2025] [Accepted: 02/08/2025] [Indexed: 02/27/2025] Open
Abstract
Pancreatic cancer has the lowest 5-year survival rate (13%) among major cancers and is the third leading cause of cancer-related deaths in the United States. The high lethality of this cancer is attributed to its insidious onset, late-stage diagnosis, rapid progression, and limited treatment options. Addressing these challenges requires a deeper understanding of the complex tumor microenvironment to identify novel therapeutic targets. Newer approaches like adoptive cell therapy have shown remarkable success in treating hematological malignancies, but their application in solid tumors, particularly pancreatic cancer, is still in the early stages of development. ACT broadly involves isolating immune cells (T lymphocytes, Natural Killer cells, and macrophages) from the patient, followed by genetic engineering to enhance and mount a specific anti-tumor response. Various ACT modalities are under investigation for pancreatic cancer, including chimeric antigen receptor T cells (CAR-T), chimeric antigen receptor NK cells (CAR-NK), tumor-infiltrating lymphocytes (TIL), T-cell receptor (TCR)-engineered T cells, and cytokine-induced killer cells (CIK). Major hurdles have been identifying actionable tumor antigens and delivering focused cellular therapies to overcome the immunosuppressive and dense fibrotic stroma surrounding the pancreatic cancer. Further studies are needed to explore the limitations faced by cellular therapy in pancreatic cancer and identify novel combination treatment approaches in order to improve clinical outcomes.
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Affiliation(s)
- Deepak Sherpally
- Department of Internal Medicine, New York Medical College, Metropolitan, New York, NY 10029, USA
| | - Ashish Manne
- Department of Internal Medicine, Division of Medical Oncology, The Arthur G. James Cancer Hospital and Richard J. Solove Research Institute, The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA;
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11
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Ems M, Brichkina A, Lauth M. A safe haven for cancer cells: tumor plus stroma control by DYRK1B. Oncogene 2025; 44:341-347. [PMID: 39863750 PMCID: PMC11790486 DOI: 10.1038/s41388-025-03275-6] [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: 10/29/2024] [Revised: 12/18/2024] [Accepted: 01/14/2025] [Indexed: 01/27/2025]
Abstract
The development of resistance remains one of the biggest challenges in clinical cancer patient care and it comprises all treatment modalities from chemotherapy to targeted or immune therapy. In solid malignancies, drug resistance is the result of adaptive processes occurring in cancer cells or the surrounding tumor microenvironment (TME). Future therapy attempts will therefore benefit from targeting both, tumor and stroma compartments and drug targets which affect both sides will be highly appreciated. In this review, we describe a seemingly paradoxical oncogenic mediator with this potential: The dual-specificity tyrosine-phosphorylation regulated kinase 1B (DYRK1B). DYRK1B promotes proliferative quiescence and yet is overexpressed or amplified in many hyperproliferative malignancies including ovarian cancer and pancreatic cancer. In particular the latter disease is a paradigmatic example for a therapy-recalcitrant and highly stroma-rich cancer entity. Here, recent evidence suggests that DYRK1B exerts its oncogenic features by installing a protective niche for cancer cells by directly affecting cancer cells but also the TME. Specifically, DYRK1B not only fosters cell-intrinsic processes like cell survival, chemoresistance, and disease recurrence, but it also upregulates TME and cancer cell-protective innate immune checkpoints and down-modulates anti-tumoral macrophage functionality. In this article, we outline the well-established cell-autonomous roles of DYRK1B and extend its importance to the TME and the control of the tumor immune stroma. In summary, DYRK1B appears as a single novel key player creating a safe haven for cancer cells by acting cell-intrinsically and-extrinsically, leading to the promotion of cancer cell survival, chemoresistance, and relapse. Thus, DYRK1B appears as an attractive drug target for future therapeutic approaches.
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Affiliation(s)
- Miriam Ems
- Department of Gastroenterology, Endocrinology and Metabolism, Center for Tumor and Immune Biology, Philipps University Marburg, Marburg, Germany
| | - Anna Brichkina
- Institute of Systems Immunology, Philipps University Marburg, Marburg, Germany
| | - Matthias Lauth
- Department of Gastroenterology, Endocrinology and Metabolism, Center for Tumor and Immune Biology, Philipps University Marburg, Marburg, Germany.
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12
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Zhu Y, Lu Z, Wang Z, Liu J, Ning K. Based on the immune system: the role of the IL-2 family in pancreatic disease. Front Immunol 2025; 16:1480496. [PMID: 39958351 PMCID: PMC11825815 DOI: 10.3389/fimmu.2025.1480496] [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: 08/30/2024] [Accepted: 01/09/2025] [Indexed: 02/18/2025] Open
Abstract
The IL-2 family, consisting of IL-2, IL-4, IL-7, IL-9, IL-15 and IL-21, is a key regulator of the immune response. As an important endocrine and digestive organ, the function of the pancreas is regulated by the immune system. Studies have shown that each cytokine of the IL-2 family influences the occurrence and development of pancreatic diseases by participating in the regulation of the immune system. In this paper, we review the structural and functional characteristics of IL-2 family members, focus on their molecular mechanisms in pancreatic diseases including acute pancreatitis, chronic pancreatitis and pancreatic cancer, and highlight the importance of the related proteins in the regulation of immune response and disease progression, which will provide valuable insights for new biomarkers in pancreatic diseases, early diagnosis of the diseases, assessment of the disease severity, and development of new therapeutic regimens. The insights of the study are summarized in the following sections.
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Affiliation(s)
| | | | | | | | - Ke Ning
- College of Exercise and Health, Shenyang Sport University, Shenyang, China
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13
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Mella C, Tsarouhas P, Brockwell M, Ball HC. The Role of Chronic Inflammation in Pediatric Cancer. Cancers (Basel) 2025; 17:154. [PMID: 39796780 PMCID: PMC11719864 DOI: 10.3390/cancers17010154] [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: 12/04/2024] [Revised: 12/31/2024] [Accepted: 01/01/2025] [Indexed: 01/13/2025] Open
Abstract
Inflammation plays a crucial role in wound healing and the host immune response following pathogenic invasion. However, unresolved chronic inflammation can result in tissue fibrosis and genetic alterations that contribute to the pathogenesis of human diseases such as cancer. Recent scientific advancements exploring the underlying mechanisms of malignant cellular transformations and cancer progression have exposed significant disparities between pediatric and adult-onset cancers. For instance, pediatric cancers tend to have lower mutational burdens and arise in actively developing tissues, where cell-cycle dysregulation leads to gene, chromosomal, and fusion gene development not seen in adult-onset counterparts. As such, scientific findings in adult cancers cannot be directly applied to pediatric cancers, where unique mutations and inherent etiologies remain poorly understood. Here, we review the role of chronic inflammation in processes of genetic and chromosomal instability, the tumor microenvironment, and immune response that result in pediatric tumorigenesis transformation and explore current and developing therapeutic interventions to maintain and/or restore inflammatory homeostasis.
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Affiliation(s)
- Christine Mella
- Division of Hematology Oncology, Akron Children’s Hospital, One Perkins Square, Akron, OH 44308, USA;
| | - Panogiotis Tsarouhas
- Department of Biology, The University of Akron, 302 Buchtel Common, Akron, OH 44325, USA;
| | - Maximillian Brockwell
- College of Medicine, Northeast Ohio Medical University, 4029 State Route 44, Rootstown, OH 44272, USA;
| | - Hope C. Ball
- Division of Hematology Oncology, Akron Children’s Hospital, One Perkins Square, Akron, OH 44308, USA;
- College of Medicine, Northeast Ohio Medical University, 4029 State Route 44, Rootstown, OH 44272, USA;
- Rebecca D. Considine Research Institute, Akron Children’s Hospital, One Perkins Square, Akron, OH 44308, USA
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14
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Giurini EF, Ralph O, Pappas SG, Gupta KH. Looking Beyond Checkpoint Inhibitor Monotherapy: Uncovering New Frontiers for Pancreatic Cancer Immunotherapy. Mol Cancer Ther 2025; 24:18-32. [PMID: 39311547 DOI: 10.1158/1535-7163.mct-24-0311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 08/01/2024] [Accepted: 09/09/2024] [Indexed: 01/03/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) stands out as one of the most aggressive and challenging tumors, characterized by a bleak prognosis with a mere 11% survival rate over 5 years in the United States. Its formidable nature is primarily attributed to its highly aggressive behavior and poor response to existing therapies. PDAC, being notably resistant to immune interventions, presents a significant obstacle in treatment strategies. While immune checkpoint inhibitor therapies have revolutionized outcomes for various cancers, their efficacy in PDAC remains exceedingly low, benefiting less than 1% of patients. The consistent failure of these therapies in PDAC has prompted intensive investigation, particularly at the preclinical level, to unravel the intricate mechanisms of resistance inherent in this cancer type. This pursuit aims to pave the way for the development of novel immunotherapeutic strategies tailored to the distinct characteristics of PDAC. This review endeavors to provide a comprehensive exploration of these emerging immunotherapy approaches in PDAC, with a specific emphasis on elucidating their underlying immunological mechanisms. Additionally, it sheds light on the recently identified factors driving resistance to immunotherapy and evasion of the immune system in PDAC, offering insights beyond the conventional drivers that have been extensively studied.
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Affiliation(s)
- Eileena F Giurini
- Division of Surgical Oncology, Department of Surgery, Rush University Medical Center, Chicago, Illinois
| | - Oliver Ralph
- Division of Surgical Oncology, Department of Surgery, Rush University Medical Center, Chicago, Illinois
| | - Sam G Pappas
- Division of Surgical Oncology, Department of Surgery, Rush University Medical Center, Chicago, Illinois
| | - Kajal H Gupta
- Division of Surgical Oncology, Department of Surgery, Rush University Medical Center, Chicago, Illinois
- Division of Pediatric Surgery, Department of Surgery, Rush University Medical Center, Chicago, Illinois
- Section of Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, Illinois
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15
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Wang Y, Chen Q, Luo Y, Qu Y, Li X, Song H, Li C, Zhang Y, Sun T, Jiang C. Metabolic Nanoregulators Induce Ferroptosis and Change Metabolite Flow to Reverse Immunosuppressive Tumor Microenvironment. ACS NANO 2024; 18:34996-35012. [PMID: 39666893 DOI: 10.1021/acsnano.4c13425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2024]
Abstract
Aberrant energy and substance metabolic pathways of tumor cells critically support tumor cell proliferation by hijacking the resources from nonmalignant cells, thereby establishing a metabolite flow favorable to tumor progression. This metabolic adaptation of tumor cells further modulates the immune landscape, ultimately creating a tumor microenvironment characterized by drug resistance and immunosuppression. The synergistic regulation of energy and substance metabolic pathways might be a good antitumor therapeutic paradigm. However, due to the metabolic convergence, it is crucial to selectively modulate the aberrant metabolism of tumor cells without compromising the functionality of other cells. Small-molecule drugs have the ability to target a wide range of biomolecules for antitumor therapy, but their application is limited by undesirable toxicities. Constructing nanodrug delivery systems can improve their properties and allow for the inclusion of multiple drugs, thereby exerting synergistic antitumor effects. In this study, we developed a two-drug codelivery system using drugs-conjugated multibranched polymers to modulate tumor cell metabolism by exploiting synthetic lethal pathways for safe and effective antitumor therapy. By delivery of adapalene and erastin simultaneously through nanoparticles, the material and energy metabolism of tumor cells can be regulated. This nanoparticle construction achieves tumor tissue targeting and responsive drug release, alters metabolite flow within tumor cells, and effectively kills tumor cells. Additionally, the nanoparticles can reverse the tumor immunosuppressive microenvironment, starting from single-cell regulation to whole-lesion control.
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Affiliation(s)
- Yu Wang
- Department of Pharmaceutics, School of Pharmacy, Fudan University, Key Laboratory of Smart Drug Delivery, Ministry of Education, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai 201203, China
| | - Qinjun Chen
- Department of Pharmaceutics, School of Pharmacy, Fudan University, Key Laboratory of Smart Drug Delivery, Ministry of Education, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai 201203, China
| | - Yifan Luo
- Department of Pharmaceutics, School of Pharmacy, Fudan University, Key Laboratory of Smart Drug Delivery, Ministry of Education, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai 201203, China
| | - Yangqi Qu
- Department of Pharmaceutics, School of Pharmacy, Fudan University, Key Laboratory of Smart Drug Delivery, Ministry of Education, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai 201203, China
| | - Xuwen Li
- Department of Pharmaceutics, School of Pharmacy, Fudan University, Key Laboratory of Smart Drug Delivery, Ministry of Education, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai 201203, China
| | - Haolin Song
- Department of Pharmaceutics, School of Pharmacy, Fudan University, Key Laboratory of Smart Drug Delivery, Ministry of Education, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai 201203, China
| | - Chufeng Li
- Department of Pharmaceutics, School of Pharmacy, Fudan University, Key Laboratory of Smart Drug Delivery, Ministry of Education, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai 201203, China
| | - Yiwen Zhang
- Department of Pharmaceutics, School of Pharmacy, Fudan University, Key Laboratory of Smart Drug Delivery, Ministry of Education, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai 201203, China
| | - Tao Sun
- Department of Pharmaceutics, School of Pharmacy, Fudan University, Key Laboratory of Smart Drug Delivery, Ministry of Education, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai 201203, China
| | - Chen Jiang
- Department of Pharmaceutics, School of Pharmacy, Fudan University, Key Laboratory of Smart Drug Delivery, Ministry of Education, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai 201203, China
- Department of Digestive Diseases, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China
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16
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Wang SM, Zhang MF, Pan QH, Yu TF, Lei RL, Li QJ. Causal Relationships Between Gut Microbiota, Immune Cell and Pancreatic Cancer: A Two-Step, Two-Sample Mendelian Randomization Study. World J Oncol 2024; 15:922-928. [PMID: 39697429 PMCID: PMC11650607 DOI: 10.14740/wjon1960] [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: 08/25/2024] [Accepted: 10/17/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Gut microbiota (GM) is associated with both the occurrence and development of pancreatic cancer (PC), and immune cells potentially play a role in this process. This study sought to evaluate the causative effect of GM on PC and to ascertain possible immune cell mediators. METHODS The study primarily employed a two-step, two-sample Mendelian randomization (MR) analysis to explore the causal relationship between GM and PC within the European population, placing particular emphasis on the application of the inverse variance weighted (IVW) approach. Additionally, mediation analysis was conducted to explore the potential influence of immune cells as mediators. RESULTS The MR analysis revealed a significant association between Geminocystis and the risk of PC. Increased abundance of Geminocystis was positively associated with the risk of PC (odds ratio (OR): 2.580, 95% confidence interval (CI): 1.050 - 6.342). The validity of the outcomes was also verified by the sensitivity analysis. The mediation MR analysis showed that the B-cell absolute count served as a partial intermediary in the causal link between Geminocystis and the risk of PC, contributing to 15.321% of the mediating impact. CONCLUSION This MR study demonstrated that Geminocystis has a causal relationship with PC and potentially mediates B-cell absolute count in the TBNK panel.
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Affiliation(s)
- Si Ming Wang
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- These authors contributed equally to this article
| | - Ming Feng Zhang
- Department of Oncology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- These authors contributed equally to this article
| | - Qian Hui Pan
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- These authors contributed equally to this article
| | - Ting Feng Yu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Rui Lin Lei
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Department of Gynecological Oncology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Qing Jian Li
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
- Department of Oncology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
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17
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Gupta M, Choi H, Kemp SB, Furth EE, Pickup S, Clendenin C, Orlen M, Rosen M, Liu F, Cao Q, Stanger BZ, Zhou R. Quantitative MRI Measurements Capture Pancreatic Cancer and Stroma Reactions to New KRAS Inhibitor. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.22.624844. [PMID: 39651222 PMCID: PMC11623539 DOI: 10.1101/2024.11.22.624844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2024]
Abstract
In pancreatic ductal adenocarcinoma (PDAC), KRAS mutations drive both cancer cell growth and formation of a dense stroma. Small molecule KRAS inhibitors (KRASi) represent a breakthrough for PDAC treatment hence clinical tools that can assess early response, detect resistance and/or predict prolonged survival are desirable for management of patients undergoing KRASi therapy. We hypothesized that diffusion-weighted MRI (DWI) can detect cell death while dynamic contrast enhanced MRI (DCE) and magnetization transfer ratio (MTR) imaging are sensitive to tumor microenvironment changes, and these metrics shed insights into tumor size (standard care assessment) change induced by KRASi treatment. We tested this hypothesis in multiple preclinical PDAC models receiving MRTX1133, an investigational new drug specific for KRAS G12D mutation. Quantitative imaging markers corroborated by immunohistochemistry (IHC) revealed significant and profound changes related to cell death accompanied by changes in tumor cellularity, capillary perfusion /permeability and stromal matrix as early as 48h and day-7 after initiation of KRASi treatment, and greatly prolonged median survival over controls in a genetic engineered mouse model of PDAC (KPC). The MRI markers also captured distinct responses to KRASi therapy from PDAC tumors carrying KRAS G12C versus KRAS G12D mutation. In tumors developed resistance to MRTX1133, the imaging markers exhibited a reversal from those of responding tumors. Our findings have established that multiparametric MRI provide biological insights including cell death, reduced cellularity and tumor microenvironment changes induced by KRASi treatment and set the stage for testing the utility of these clinically ready MRI methods in patients receiving KRASi therapy. Translational relevance Emerging small molecule KRAS inhibitors (KRASi) represent a new class of therapy for PDAC. Clinical tools that can provide biological insights beyond tumor size change are desirable for management of patients under KRASi therapy. DWI and DCE are frequently applied MRI methods for assessing cancer treatment responses in clinical trials. Using multiple PDAC models, we examined whether DWI, DCE and MTR can enhance the standard care assessment (tumor size) to MRTX1133, a KARSi with investigational new drug (IND) status. Our data demonstrate the abilities of DWI, DCE and MTR derived imaging markers to detect the early (48h) cell death, pronounced stromal changes and development of resistance to KRASi. This study has high translational relevance by testing clinically ready MRI methods, an IND and a genetic engineered mouse model that recapitulates saline features of human PDAC.
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18
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Pizzocaro E, Vella R, Frigerio I, Giardino A, Regi P, Scopelliti F, Bannone E, Girelli R, Bignotto L, Dal Mas F, Cobianchi L, Di Renzo L, Butturini G. Personalized nutrition after discharge for pancreatic surgery: A study protocol. Nutr Health 2024:2601060241290281. [PMID: 39569447 DOI: 10.1177/02601060241290281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2024]
Abstract
Background: Pancreatic cancer has an increasing incidence and prevalence trend. Its prognosis is negatively affected by poor/altered nutritional status. Therefore, nutritional interventions play a critical/pivotal role at any stage. Despite being included in the prehabilitation items of Enhanced Recovery After Surgery (ERAS) protocols for pancreatic surgery, nutritional recommendations concerning early post-discharge period are lacking. Aim: To assess the acceptability and feasibility of a personalized and standardized food plan for patients following pancreatic surgery. A secondary aim is to determine if adherence to a personalized food plan is linked to improved postoperative outcomes. Methods: A prospective monocentric cohort study will be performed, including 180 patients undergoing pancreatic surgery. Body composition, nutritional, muscular, and hydro-electrolyte status will be assessed with bio-impedance analysis (BIA). Patients will receive a personalized nutritional plan after discharge for the following 45 days. Summary: Detailed nutritional indications have been formulated with broad consensus for the pre-operative (prehabilitation) and postoperative period. No previous study has specifically formulated or validated a nutritional intervention focused on the early post-discharge period. The results of this study might contribute to paving the way for future research and to broaden nutritional recommendations within the ERAS protocol.
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Affiliation(s)
- Erica Pizzocaro
- PhD School of Applied Medical-Surgical Sciences, University of Tor Vergata, Rome, Italy
- Department of Hepato-Bilio-Pancreatic Surgery- P. Pederzoli Hospital, Peschiera Del Garda, Verona, Italy
| | - Roberta Vella
- Department of Hepato-Bilio-Pancreatic Surgery- P. Pederzoli Hospital, Peschiera Del Garda, Verona, Italy
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Isabella Frigerio
- Department of Hepato-Bilio-Pancreatic Surgery- P. Pederzoli Hospital, Peschiera Del Garda, Verona, Italy
- Collegium Medicum, University of Social Sciences, Lodz, Poland
| | - Alessandro Giardino
- Department of Hepato-Bilio-Pancreatic Surgery- P. Pederzoli Hospital, Peschiera Del Garda, Verona, Italy
| | - Paolo Regi
- Department of Hepato-Bilio-Pancreatic Surgery- P. Pederzoli Hospital, Peschiera Del Garda, Verona, Italy
| | - Filippo Scopelliti
- Department of Hepato-Bilio-Pancreatic Surgery- P. Pederzoli Hospital, Peschiera Del Garda, Verona, Italy
| | - Elisa Bannone
- Department of Hepato-Bilio-Pancreatic Surgery- P. Pederzoli Hospital, Peschiera Del Garda, Verona, Italy
| | - Roberto Girelli
- Department of Hepato-Bilio-Pancreatic Surgery- P. Pederzoli Hospital, Peschiera Del Garda, Verona, Italy
| | - Laura Bignotto
- Department of Hepato-Bilio-Pancreatic Surgery- P. Pederzoli Hospital, Peschiera Del Garda, Verona, Italy
| | - Francesca Dal Mas
- Collegium Medicum, University of Social Sciences, Lodz, Poland
- Department of Management - Venice School of Management, Ca' Foscari University, Venice, Italy
| | - Lorenzo Cobianchi
- Pancreas Unit Directorship, IRCCS Policlinico San Matteo Foundation, Pavia, Italy
- Department of Clinical, Surgical, Diagnostic and Paediatric Sciences, University of Pavia, Pavia, Italy
| | - Laura Di Renzo
- Section of Clinical Nutrition and Nutrigenomic, Department of Biomedicine and Prevention, University of Tor Vergata, Rome, Italy
| | - Giovanni Butturini
- Department of Hepato-Bilio-Pancreatic Surgery- P. Pederzoli Hospital, Peschiera Del Garda, Verona, Italy
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19
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van Eijck CWF, Ju J, van 't Land FR, Verheij M, Li Y, Stubbs A, Doukas M, Lila K, Heij LR, Wiltberger G, Alonso L, Malats N, Groot Koerkamp B, Vietsch EE, van Eijck CHJ. The tumor immune microenvironment in resected treatment-naive pancreatic cancer patients with long-term survival. Pancreatology 2024; 24:1057-1065. [PMID: 39218754 DOI: 10.1016/j.pan.2024.08.014] [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: 04/29/2024] [Revised: 07/27/2024] [Accepted: 08/19/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal cancers worldwide. Presently, only a fraction of patients undergo successful surgical resection, the most effective treatment. Enhancing treatment strategies necessitates a deep comprehension of the factors underlying extended survival after surgical resection in patients. METHODS This study aims to identify the important factors of PDAC patients' long-term survival with metatranscriptomics and multiplex immunofluorescence (IF) staining analyses. Specifically, differences in tumor immune microenvironment (TIME) were investigated between treatment-naïve PDAC short-term survivors (STS, overall survival <6 months) and long-term survivors (LTS, overall survival >5 years). RESULTS As a result, we detected 589 over-expressed genes, including HOXB9, CDA, and HOXB8, and 507 under-expressed genes, including AMY2B, SCARA5, and SLC2A2 in LTS. Most of the Reactome overbiological pathways enriched in our data were over-expressed in LTS, such as RHO GTPase Effectors and Cell Cycle Checkpoints. Eleven microbiomes significantly differed between LTS and STS, including Sphingopyxis and Capnocytophaga. Importantly, we demonstrate that the TIME profile with an increased abundance of memory B cells and the reduction of M0 and pro-tumoral M2 macrophages are associated with a good prognosis in PDAC. CONCLUSIONS In this study, we delved into the TIME with metatranscriptomics and IF staining analyses to understand the prerequisite of prolonged survival in PDAC patients. In LTS, several biological pathways were overexpressed, and specific microbiomes were identified. Furthermore, apparent differences in driven immune factors were found that provide valuable insights into developing new treatment strategies.
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Affiliation(s)
- Casper W F van Eijck
- Erasmus MC Cancer Institute, Department of Surgery, University Medical Center Rotterdam, the Netherlands; Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.
| | - Jie Ju
- Department of Pathology and Clinical Bioinformatics, Erasmus University Medical Center Rotterdam, the Netherlands
| | - Freek R van 't Land
- Erasmus MC Cancer Institute, Department of Surgery, University Medical Center Rotterdam, the Netherlands
| | - Maaike Verheij
- Erasmus MC Cancer Institute, Department of Surgery, University Medical Center Rotterdam, the Netherlands
| | - Yunlei Li
- Department of Pathology and Clinical Bioinformatics, Erasmus University Medical Center Rotterdam, the Netherlands
| | - Andrew Stubbs
- Department of Pathology and Clinical Bioinformatics, Erasmus University Medical Center Rotterdam, the Netherlands
| | - Michael Doukas
- Department of Pathology and Clinical Bioinformatics, Erasmus University Medical Center Rotterdam, the Netherlands
| | - Karishma Lila
- Department of Pathology and Clinical Bioinformatics, Erasmus University Medical Center Rotterdam, the Netherlands
| | - Lara R Heij
- Institute of Pathology, Medical Center University Duisburg-Essen, Essen, Germany; Department of Surgery and Transplantation, University Hospital Essen, Germany; Department of General, Gastrointestinal, Hepatobiliary and Transplant Surgery, RWTH Aachen University Hospital, Aachen, Germany
| | - Georg Wiltberger
- Department of General, Gastrointestinal, Hepatobiliary and Transplant Surgery, RWTH Aachen University Hospital, Aachen, Germany
| | - Lola Alonso
- Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Núria Malats
- Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Bas Groot Koerkamp
- Erasmus MC Cancer Institute, Department of Surgery, University Medical Center Rotterdam, the Netherlands
| | - Eveline E Vietsch
- Erasmus MC Cancer Institute, Department of Surgery, University Medical Center Rotterdam, the Netherlands
| | - Casper H J van Eijck
- Erasmus MC Cancer Institute, Department of Surgery, University Medical Center Rotterdam, the Netherlands; Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
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20
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Wang R, Liu J, Jiang B, Gao B, Luo H, Yang F, Ye Y, Chen Z, Liu H, Cui C, Xu K, Li B, Yang X. A single-cell perspective on immunotherapy for pancreatic cancer: from microenvironment analysis to therapeutic strategy innovation. Front Immunol 2024; 15:1454833. [PMID: 39539544 PMCID: PMC11557317 DOI: 10.3389/fimmu.2024.1454833] [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: 06/25/2024] [Accepted: 10/08/2024] [Indexed: 11/16/2024] Open
Abstract
Pancreatic cancer remains one of the most lethal malignancies, with conventional treatment options providing limited efficacy. Recent advancements in immunotherapy have offered new hope, yet the unique tumor microenvironment (TME) of pancreatic cancer poses significant challenges to its successful application. This review explores the transformative impact of single-cell technology on the understanding and treatment of pancreatic cancer. By enabling high-resolution analysis of cellular heterogeneity within the TME, single-cell approaches have elucidated the complex interplay between various immune and tumor cell populations. These insights have led to the identification of predictive biomarkers and the development of innovative, personalized immunotherapeutic strategies. The review discusses the role of single-cell technology in dissecting the intricate immune landscape of pancreatic cancer, highlighting the discovery of T cell exhaustion profiles and macrophage polarization states that influence treatment response. Moreover, it outlines the potential of single-cell data in guiding the selection of immunotherapy drugs and optimizing treatment plans. The review also addresses the challenges and prospects of translating these single-cell-based innovations into clinical practice, emphasizing the need for interdisciplinary research and the integration of artificial intelligence to overcome current limitations. Ultimately, the review underscores the promise of single-cell technology in driving therapeutic strategy innovation and improving patient outcomes in the battle against pancreatic cancer.
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Affiliation(s)
- Rui Wang
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- General Surgery Day Ward, Department of General Surgery, The Third People’s Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University, The Second Affiliated Hospital of Chengdu, Chongqing Medical University, Chengdu, China
| | - Jie Liu
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Bo Jiang
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Benjian Gao
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Honghao Luo
- Department of Radiology, Xichong People’s Hospital, Nanchong, China
| | - Fengyi Yang
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Yuntao Ye
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Zhuo Chen
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Hong Liu
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Cheng Cui
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Ke Xu
- Department of Oncology, Chongqing General Hospital, Chongqing University, Chongqing, China
| | - Bo Li
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Xiaoli Yang
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, China
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21
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Wang Q, Wang J, Xu K, Luo Z. Targeting the CSF1/CSF1R signaling pathway: an innovative strategy for ultrasound combined with macrophage exhaustion in pancreatic cancer therapy. Front Immunol 2024; 15:1481247. [PMID: 39416792 PMCID: PMC11479911 DOI: 10.3389/fimmu.2024.1481247] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Accepted: 09/11/2024] [Indexed: 10/19/2024] Open
Abstract
Pancreatic cancer (PC) is a highly aggressive and lethal malignancy characterized by a complex tumor microenvironment (TME) and immunosuppressive features that limit the efficacy of existing treatments. This paper reviews the potential of combining ultrasound with macrophage exhaustion in the treatment of pancreatic cancer. Macrophages, particularly tumor-associated macrophages (TAMs), are crucial in pancreatic cancer progression and immune escape. Prolonged exposure to the immunosuppressive TME leads to macrophage exhaustion, reducing their anti-tumor ability and instead promoting tumor growth. The CSF1/CSF1R signaling pathway is key in macrophage recruitment and functional regulation, making it an effective target for combating macrophage exhaustion. Ultrasound technology not only plays a significant role in diagnosis and staging but also enhances therapeutic efficacy by guiding radiofrequency ablation (RFA) and percutaneous alcohol injection (PEI) in combination with immunomodulators. Additionally, ultrasound imaging can monitor the number and functional status of TAMs in real-time, providing a basis for optimizing treatment strategies. Future studies should further investigate the combined use of ultrasound and immunomodulators to refine treatment regimens, address challenges such as individual variability and long-term effects, and offer new hope for pancreatic cancer patients.
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Affiliation(s)
- Qian Wang
- Department of Ultrasound, Xichong People’s Hospital, Nanchong, China
| | - Jianhong Wang
- Department of Internal Medicine, Guang’an Vocational & Technical College, Guang’an, China
| | - Ke Xu
- Department of Oncology, Chongqing General Hospital, Chongqing University, Chongqing, China
| | - Zhibin Luo
- Department of Oncology, Chongqing General Hospital, Chongqing University, Chongqing, China
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22
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Jin L, Qian D, Tang X, Huang Y, Zou J, Wu Z. SMYD2 Imparts Gemcitabine Resistance to Pancreatic Adenocarcinoma Cells by Upregulating EVI2A. Mol Biotechnol 2024; 66:2920-2933. [PMID: 37812330 DOI: 10.1007/s12033-023-00908-7] [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: 07/20/2023] [Accepted: 09/12/2023] [Indexed: 10/10/2023]
Abstract
Although gemcitabine (GEM) is the first‑line drug for advanced pancreatic adenocarcinoma (PAAD), the development of GEM resistance severely limits the effectiveness of this chemotherapy. This study investigated the mechanisms of ecotropic viral integration site 2 A (EVI2A) for resistance to GEM and immune evasion in PAAD. GEM resistance-related biomarkers were predicted using GEO datasets, and GEM-resistant PAAD cells were generated. EVI2A was found expressed highly in GEM-resistant PAAD cells. Gain-of-function analyses revealed that EVI2A encouraged the proliferation and motility of GEM-resistant cells and prevented apoptosis. In addition, EVI2A reduced T cell effector activation. SMYD2 was overexpressed in GEM-resistant cells, and SMYD2 enhanced H3K36me2 modification of EVI2A, thereby promoting EVI2A expression. SMYD2 reduced the sensitivity of GEM-resistant cells, which was reversed by EVI2A knockdown. SMYD2 increased the amount of M2 macrophages (co-cultured with PAAD cells) and decreased T cell effector activation (co-cultured with macrophage supernatant), and the number of M2 macrophages was decreased and T cell effectors were activated following EVI2A knockdown. Our findings indicate that EVI2A, manipulated by the SMYD2-H3K36me2 epigenetic axis, promoted GEM resistance and M2 macrophage-mediated immune evasion in PAAD. Therefore, EVI2A might represent a therapeutic target for overcoming GEM resistance and immunosuppressive environment in PAAD.
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Affiliation(s)
- Lei Jin
- Department of Gastroenterology, The Second Affiliated Hospital of Wannan Medical College, No. 10, Kangfu Road, Jinghu District, Wuhu, 241000, Anhui, People's Republic of China.
| | - Daohai Qian
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wannan Medical College, Wuhu, 241000, Anhui, People's Republic of China
| | - Xiaolei Tang
- Translational Medicine Center, The Second Affiliated Hospital of Wannan Medical College, Wuhu, 241000, Anhui, People's Republic of China
| | - Yong Huang
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Wannan Medical College, Wuhu, 241000, Anhui, People's Republic of China
| | - Junwei Zou
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Wannan Medical College, Wuhu, 241000, Anhui, People's Republic of China
| | - Zhaoying Wu
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Wannan Medical College, Wuhu, 241000, Anhui, People's Republic of China
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23
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Tian L, Xiao J, Yu T. A robust statistical approach for finding informative spatially associated pathways. Brief Bioinform 2024; 25:bbae543. [PMID: 39451157 PMCID: PMC11503753 DOI: 10.1093/bib/bbae543] [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: 04/15/2024] [Revised: 08/27/2024] [Accepted: 10/13/2024] [Indexed: 10/26/2024] Open
Abstract
Spatial transcriptomics offers deep insights into cellular functional localization and communication by mapping gene expression to spatial locations. Traditional approaches that focus on selecting spatially variable genes often overlook the complexity of biological pathways and the interactions among genes. Here, we introduce a novel framework that shifts the focus towards directly identifying functional pathways associated with spatial variability by adapting the Brownian distance covariance test in an innovative manner to explore the heterogeneity of biological functions over space. Unlike most other methods, this statistical testing approach is free of gene selection and parameter selection and allows nonlinear and complex dependencies. It allows for a deeper understanding of how cells coordinate their activities across different spatial domains through biological pathways. By analyzing real human and mouse datasets, the method found significant pathways that were associated with spatial variation, as well as different pathway patterns among inner- and edge-cancer regions. This innovative framework offers a new perspective on analyzing spatial transcriptomic data, contributing to our understanding of tissue architecture and disease pathology. The implementation is publicly available at https://github.com/tianlq-prog/STpathway.
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Affiliation(s)
- Leqi Tian
- School of Data Science, The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen), Shenzhen, Guangdong 518172, P.R. China
- Shenzhen Research Institute of Big Data, Shenzhen, Guangdong 518172, P.R. China
| | - Jiashun Xiao
- Shenzhen Research Institute of Big Data, Shenzhen, Guangdong 518172, P.R. China
| | - Tianwei Yu
- School of Data Science, The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen), Shenzhen, Guangdong 518172, P.R. China
- Shenzhen Research Institute of Big Data, Shenzhen, Guangdong 518172, P.R. China
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24
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Brichkina A, Ems M, Suezov R, Singh R, Lutz V, Picard FSR, Nist A, Stiewe T, Graumann J, Daude M, Diederich WE, Finkernagel F, Chung HR, Bartsch DK, Roth K, Keber C, Denkert C, Huber M, Gress TM, Lauth M. DYRK1B blockade promotes tumoricidal macrophage activity in pancreatic cancer. Gut 2024; 73:1684-1701. [PMID: 38834297 PMCID: PMC11420735 DOI: 10.1136/gutjnl-2023-331854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 05/15/2024] [Indexed: 06/06/2024]
Abstract
OBJECTIVE Highly malignant pancreatic ductal adenocarcinoma (PDAC) is characterised by an abundant immunosuppressive and fibrotic tumour microenvironment (TME). Future therapeutic attempts will therefore demand the targeting of tumours and stromal compartments in order to be effective. Here we investigate whether dual specificity and tyrosine phosphorylation-regulated kinase 1B (DYRK1B) fulfil these criteria and represent a promising anticancer target in PDAC. DESIGN We used transplantation and autochthonous mouse models of PDAC with either genetic Dyrk1b loss or pharmacological DYRK1B inhibition, respectively. Mechanistic interactions between tumour cells and macrophages were studied in direct or indirect co-culture experiments. Histological analyses used tissue microarrays from patients with PDAC. Additional methodological approaches included bulk mRNA sequencing (transcriptomics) and proteomics (secretomics). RESULTS We found that DYRK1B is mainly expressed by pancreatic epithelial cancer cells and modulates the influx and activity of TME-associated macrophages through effects on the cancer cells themselves as well as through the tumour secretome. Mechanistically, genetic ablation or pharmacological inhibition of DYRK1B strongly attracts tumoricidal macrophages and, in addition, downregulates the phagocytosis checkpoint and 'don't eat me' signal CD24 on cancer cells, resulting in enhanced tumour cell phagocytosis. Consequently, tumour cells lacking DYRK1B hardly expand in transplantation experiments, despite their rapid growth in culture. Furthermore, combining a small-molecule DYRK1B-directed therapy with mammalian target of rapamycin inhibition and conventional chemotherapy stalls the growth of established tumours and results in a significant extension of life span in a highly aggressive autochthonous model of PDAC. CONCLUSION In light of DYRK inhibitors currently entering clinical phase testing, our data thus provide a novel and clinically translatable approach targeting both the cancer cell compartment and its microenvironment.
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Affiliation(s)
- Anna Brichkina
- Department of Gastroenterology Endocrinology and Metabolism, Center for Tumor and Immune Biology, Marburg, Germany
- Present address: Institute of Systems Immunology, Center for Tumor and Immune Biology, Marburg, Germany
| | - Miriam Ems
- Department of Gastroenterology Endocrinology and Metabolism, Center for Tumor and Immune Biology, Marburg, Germany
| | - Roman Suezov
- Department of Gastroenterology Endocrinology and Metabolism, Center for Tumor and Immune Biology, Marburg, Germany
| | - Rajeev Singh
- Department of Gastroenterology Endocrinology and Metabolism, Center for Tumor and Immune Biology, Marburg, Germany
| | - Veronika Lutz
- Institute of Systems Immunology, Philipps-Universitat Marburg, Marburg, Hessen, Germany
| | - Felix S R Picard
- Institute of Systems Immunology, Philipps-Universitat Marburg, Marburg, Hessen, Germany
| | - Andrea Nist
- Genomics Core Facility, Philipps University Marburg, Marburg, Germany
| | - Thorsten Stiewe
- Genomics Core Facility, Philipps University Marburg, Marburg, Germany
- Institute for Molecular Oncology, German Center for Lung Research (DZL), Marburg, Germany
| | - Johannes Graumann
- Max Planck Institute for Heart and Lung Research, Bad Nauheim, Germany
- Institute of Translational Proteomics, Philipps University, Marburg, Germany
| | - Michael Daude
- Medicinal Chemistry Core Facility, Philipps University Marburg, Marburg, Germany
| | - Wibke E Diederich
- Medicinal Chemistry Core Facility, Philipps University Marburg, Marburg, Germany
- Department of Medicinal chemistry, Center for Tumor and Immune Biology, Marburg, Germany
| | - Florian Finkernagel
- Bioinformatics Core Facility, Center for Tumor and Immune Biology, Marburg, Germany
| | - Ho-Ryun Chung
- Institute for Medical Bioinformatics and Biostatistics, Institute for Molecular Biology and Tumor Research, Marburg, Germany
| | - Detlef K Bartsch
- Department of Visceral, Thoracic and Vascular Surgery, Philipps-University Marburg, Marburg, Germany
| | - Katrin Roth
- Cell Imaging Core Facility, Center for Tumor Biology and Immunology, Philipps-University Marburg, Marburg, Hessen, Germany
| | - Corinna Keber
- Institute of Pathology, University Hospital of Giessen-Marburg, Marburg, Germany
| | - Carsten Denkert
- Institute of Pathology, University Hospital of Giessen-Marburg, Marburg, Germany
| | - Magdalena Huber
- Institute of Systems Immunology, Philipps-Universitat Marburg, Marburg, Hessen, Germany
| | - Thomas M Gress
- Department of Gastroenterology, Endocrinology and Metabolism, Center for Tumor and Immune Biology, Marburg, Germany
| | - Matthias Lauth
- Department of Gastroenterology Endocrinology and Metabolism, Center for Tumor and Immune Biology, Marburg, Germany
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25
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Poyia F, Neophytou CM, Christodoulou MI, Papageorgis P. The Role of Tumor Microenvironment in Pancreatic Cancer Immunotherapy: Current Status and Future Perspectives. Int J Mol Sci 2024; 25:9555. [PMID: 39273502 PMCID: PMC11395109 DOI: 10.3390/ijms25179555] [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: 07/26/2024] [Revised: 08/29/2024] [Accepted: 08/30/2024] [Indexed: 09/15/2024] Open
Abstract
Pancreatic cancer comprises different subtypes, where most cases include ductal adenocarcinoma (PDAC). It is one of the deadliest tumor types, with a poor prognosis. In the majority of patients, the disease has already spread by the time of diagnosis, making full recovery unlikely and increasing mortality risk. Despite developments in its detection and management, including chemotherapy, radiotherapy, and targeted therapies as well as advances in immunotherapy, only in about 13% of PDAC patients does the overall survival exceed 5 years. This may be attributed, at least in part, to the highly desmoplastic tumor microenvironment (TME) that acts as a barrier limiting perfusion, drug delivery, and immune cell infiltration and contributes to the establishment of immunologically 'cold' conditions. Therefore, there is an urgent need to unravel the complexity of the TME that promotes PDAC progression and decipher the mechanisms of pancreatic tumors' resistance to immunotherapy. In this review, we provide an overview of the major cellular and non-cellular components of PDAC TME, as well as their biological interplays. We also discuss the current state of PDAC therapeutic treatments and focus on ongoing and future immunotherapy efforts and multimodal treatments aiming at remodeling the TME to improve therapeutic efficacy.
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Affiliation(s)
- Fotini Poyia
- Tumor Microenvironment, Metastasis and Experimental Therapeutics Laboratory, Basic and Translational Cancer Research Center, Department of Life Sciences, European University Cyprus, Nicosia 2404, Cyprus
| | - Christiana M Neophytou
- Apoptosis and Cancer Chemoresistance Laboratory, Basic and Translational Cancer Research Center, Department of Life Sciences, European University Cyprus, Nicosia 2404, Cyprus
| | - Maria-Ioanna Christodoulou
- Tumor Immunology and Biomarkers Laboratory, Basic and Translational Cancer Research Center, Department of Life Sciences, European University Cyprus, Nicosia 2404, Cyprus
| | - Panagiotis Papageorgis
- Tumor Microenvironment, Metastasis and Experimental Therapeutics Laboratory, Basic and Translational Cancer Research Center, Department of Life Sciences, European University Cyprus, Nicosia 2404, Cyprus
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26
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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.
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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
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27
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Li H, Liu D, Li K, Wang Y, Zhang G, Qi L, Xie K. Pancreatic stellate cells and the interleukin family: Linking fibrosis and immunity to pancreatic ductal adenocarcinoma (Review). Mol Med Rep 2024; 30:159. [PMID: 38994764 PMCID: PMC11258612 DOI: 10.3892/mmr.2024.13283] [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: 04/04/2024] [Accepted: 06/19/2024] [Indexed: 07/13/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an extremely aggressive form of cancer with a low survival rate. A successful treatment strategy should not be limited to targeting cancer cells alone, but should adopt a more comprehensive approach, taking into account other influential factors. These include the extracellular matrix (ECM) and immune microenvironment, both of which are integral components of the tumor microenvironment. The present review describes the roles of pancreatic stellate cells, differentiated cancer‑associated fibroblasts and the interleukin family, either independently or in combination, in the progression of precursor lesions in pancreatic intraepithelial neoplasia and PDAC. These elements contribute to ECM deposition and immunosuppression in PDAC. Therapeutic strategies that integrate interleukin and/or stromal blockade for PDAC immunomodulation and fibrogenesis have yielded inconsistent results. A deeper comprehension of the intricate interplay between fibrosis, and immune responses could pave the way for more effective treatment targets, by elucidating the mechanisms and causes of ECM fibrosis during PDAC progression.
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Affiliation(s)
- Haichao Li
- Institute of Digestive Disease, Affiliated Qingyuan Hospital, Guangzhou Medical University, Qingyuan People's Hospital, Qingyuan, Guangdong 511518, P.R. China
| | - Donglian Liu
- Institute of Digestive Disease, Affiliated Qingyuan Hospital, Guangzhou Medical University, Qingyuan People's Hospital, Qingyuan, Guangdong 511518, P.R. China
| | - Kaishu Li
- Institute of Digestive Disease, Affiliated Qingyuan Hospital, Guangzhou Medical University, Qingyuan People's Hospital, Qingyuan, Guangdong 511518, P.R. China
| | - Yichen Wang
- Institute of Digestive Disease, Affiliated Qingyuan Hospital, Guangzhou Medical University, Qingyuan People's Hospital, Qingyuan, Guangdong 511518, P.R. China
| | - Gengqiang Zhang
- Institute of Digestive Disease, Affiliated Qingyuan Hospital, Guangzhou Medical University, Qingyuan People's Hospital, Qingyuan, Guangdong 511518, P.R. China
| | - Ling Qi
- Institute of Digestive Disease, Affiliated Qingyuan Hospital, Guangzhou Medical University, Qingyuan People's Hospital, Qingyuan, Guangdong 511518, P.R. China
| | - Keping Xie
- School of Medicine, South China University of Technology, Guangzhou, Guangdong 510000, P.R. China
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28
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Wang Z, Xie Z, Mou Y, Geng R, Chen C, Ke N. TIM-4 increases the proportion of CD4 +CD25 +FOXP3 + regulatory T cells in the pancreatic ductal adenocarcinoma microenvironment by inhibiting IL-6 secretion. Cancer Med 2024; 13:e70110. [PMID: 39235042 PMCID: PMC11375529 DOI: 10.1002/cam4.70110] [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: 02/03/2024] [Revised: 07/30/2024] [Accepted: 08/04/2024] [Indexed: 09/06/2024] Open
Abstract
BACKGROUND Currently, creating more effector T cells and augmenting their functions is a focal point in pancreatic ductal adenocarcinoma (PDAC) treatment research. T cell immunoglobulin domain and mucin domain molecule 4 (TIM-4), known for promoting cancer progression in various malignancies, is implicated in the suppressive immune microenvironment of tumors. Analyzing of the role of TIM-4 in the immune regulation of PDAC can offer novel insights for immune therapy. METHODS We analyzed the TIM-4 expression in tumor specimens from PDAC patients. Meanwhile, multiple fluorescent immunohistochemical staining was used to study the distribution characteristics of TIM-4, and through tissue microarrays, we explored its correlation with patient prognosis. The influence of TIM-4 overexpression on cell function was analyzed using RNA-seq. Flow cytometry and ELISA were used for verification. Finally, the relationship between TIM-4 and T lymphocytes was analyzed by tissue microarray, and the impacts of TIM-4 on T cell subsets were observed by cell coculture technology and a mouse pancreatic cancer in situ model. RESULTS In PDAC, TIM-4 is mainly expressed in tumor cells and negatively correlated with patient prognosis. TIM-4 influences the differentiation of Treg by inhibiting IL-6 secretion in pancreatic cancer cells and facilitates the proliferation of pancreatic cancer in mice. Additionally, the mechanism may be through the CD8+ effector T cells (CD8+Tc). CONCLUSION TIM-4 has the potential to be an immunotherapeutic target or to improve the efficacy of chemotherapy for PDAC.
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Affiliation(s)
- Ziyao Wang
- Division of Pancreatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Zerong Xie
- Division of Pancreatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
- Department of General Surgery, West China Tianfu Hospital, Sichuan University, Chengdu, China
| | - Yu Mou
- Division of Pancreatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Ruiman Geng
- Department of Biochemistry and Molecular Biology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, China
| | - Chen Chen
- Department of Radiology, The First People's Hospital of Chengdu, Chengdu, China
| | - Nengwen Ke
- Division of Pancreatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
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Shaji SG, Patel P, Mamani UF, Guo Y, Koirala S, Lin CY, Alahmari M, Omoscharka E, Cheng K. Delivery of a STING Agonist Using Lipid Nanoparticles Inhibits Pancreatic Cancer Growth. Int J Nanomedicine 2024; 19:8769-8778. [PMID: 39220196 PMCID: PMC11365503 DOI: 10.2147/ijn.s462213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 07/19/2024] [Indexed: 09/04/2024] Open
Abstract
Introduction The tumor microenvironment (TME) of pancreatic cancer is highly immunosuppressive and characterized by a large number of cancer-associated fibroblasts, myeloid-derived suppressor cells, and regulatory T cells. Stimulator of interferon genes (STING) is an endoplasmic reticulum receptor that plays a critical role in immunity. STING agonists have demonstrated the ability to inflame the TME, reduce tumor burden, and confer anti-tumor activity in mouse models. 2'3' cyclic guanosine monophosphate adenosine monophosphate (2'3'-cGAMP) is a high-affinity endogenous ligand of STING. However, delivering cGAMP to antigen-presenting cells and tumor cells within the cytosol remains challenging due to membrane impermeability and poor stability. Methods In this study, we encapsulated 2'3'-cGAMP in a lipid nanoparticle (cGAMP-LNP) designed for efficient cellular delivery. We assessed the properties of the nanoparticles using a series of in-vitro studies designed to evaluate their cellular uptake, cytosolic release, and minimal cytotoxicity. Furthermore, we examined the nanoparticle's anti-tumor effect in a syngeneic mouse model of pancreatic cancer. Results The lipid platform significantly increased the cellular uptake of 2'3'-cGAMP. cGAMP-LNP exhibited promising antitumor activity in the syngeneic mouse model of pancreatic cancer. Discussion The LNP platform shows promise for delivering exogenous 2'3'-cGAMP or its derivatives in cancer therapy.
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Affiliation(s)
- Sherin George Shaji
- Division of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Pratikkumar Patel
- Division of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Umar-Farouk Mamani
- Division of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Yuhan Guo
- Division of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Sushil Koirala
- Division of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Chien-Yu Lin
- Division of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Mohammed Alahmari
- Division of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Evanthia Omoscharka
- Department of Pathology, University Health/Truman Medical Center, School of Medicine, University of Missouri-Kansas City, Kansas, MO, USA
| | - Kun Cheng
- Division of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Missouri-Kansas City, Kansas City, MO, USA
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30
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Wu H, Fu M, Wu M, Cao Z, Zhang Q, Liu Z. Emerging mechanisms and promising approaches in pancreatic cancer metabolism. Cell Death Dis 2024; 15:553. [PMID: 39090116 PMCID: PMC11294586 DOI: 10.1038/s41419-024-06930-0] [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: 04/18/2024] [Revised: 07/17/2024] [Accepted: 07/22/2024] [Indexed: 08/04/2024]
Abstract
Pancreatic cancer is an aggressive cancer with a poor prognosis. Metabolic abnormalities are one of the hallmarks of pancreatic cancer, and pancreatic cancer cells can adapt to biosynthesis, energy intake, and redox needs through metabolic reprogramming to tolerate nutrient deficiency and hypoxic microenvironments. Pancreatic cancer cells can use glucose, amino acids, and lipids as energy to maintain malignant growth. Moreover, they also metabolically interact with cells in the tumour microenvironment to change cell fate, promote tumour progression, and even affect immune responses. Importantly, metabolic changes at the body level deserve more attention. Basic research and clinical trials based on targeted metabolic therapy or in combination with other treatments are in full swing. A more comprehensive and in-depth understanding of the metabolic regulation of pancreatic cancer cells will not only enrich the understanding of the mechanisms of disease progression but also provide inspiration for new diagnostic and therapeutic approaches.
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Affiliation(s)
- Hao Wu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Mengdi Fu
- Department of Clinical Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Mengwei Wu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Zhen Cao
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Qiyao Zhang
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Ziwen Liu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
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Liu W, Puri A, Fu D, Chen L, Wang C, Kellis M, Yang J. Dissecting the tumor microenvironment in response to immune checkpoint inhibitors via single-cell and spatial transcriptomics. Clin Exp Metastasis 2024; 41:313-332. [PMID: 38064127 PMCID: PMC11374862 DOI: 10.1007/s10585-023-10246-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 11/07/2023] [Indexed: 09/05/2024]
Abstract
Cancer is a disease that undergoes selective pressure to evolve during its progression, becoming increasingly heterogeneous. Tumoral heterogeneity can dictate therapeutic response. Transcriptomics can be used to uncover complexities in cancer and reveal phenotypic heterogeneity that affects disease response. This is especially pertinent in the immune microenvironment, which contains diverse populations of immune cells, and whose dynamic properties influence disease response. The recent development of immunotherapies has revolutionized cancer therapy, with response rates of up to 50% within certain cancers. However, despite advances in immune checkpoint blockade specifically, there remains a significant population of non-responders to these treatments. Transcriptomics can be used to profile immune and other cell populations following immune-checkpoint inhibitor (ICI) treatment, generate predictive biomarkers of resistance or response, assess immune effector function, and identify potential immune checkpoints. Single-cell RNA sequencing has offered insight into mRNA expression within the complex and heterogeneous tumor microenvironment at single-cell resolution. Spatial transcriptomics has enabled measurement of mRNA expression while adding locational context. Here, we review single-cell sequencing and spatial transcriptomic research investigating ICI response within a variety of cancer microenvironments.
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Affiliation(s)
- Wendi Liu
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, USA
| | - Anusha Puri
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Doris Fu
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Lee Chen
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Cassia Wang
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Manolis Kellis
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Jiekun Yang
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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Alashkar Alhamwe B, Ponath V, Alhamdan F, Dörsam B, Landwehr C, Linder M, Pauck K, Miethe S, Garn H, Finkernagel F, Brichkina A, Lauth M, Tiwari DK, Buchholz M, Bachurski D, Elmshäuser S, Nist A, Stiewe T, Pogge von Strandmann L, Szymański W, Beutgen V, Graumann J, Teply-Szymanski J, Keber C, Denkert C, Jacob R, Preußer C, Pogge von Strandmann E. BAG6 restricts pancreatic cancer progression by suppressing the release of IL33-presenting extracellular vesicles and the activation of mast cells. Cell Mol Immunol 2024; 21:918-931. [PMID: 38942797 PMCID: PMC11291976 DOI: 10.1038/s41423-024-01195-1] [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: 01/20/2024] [Accepted: 06/08/2024] [Indexed: 06/30/2024] Open
Abstract
Recent studies reveal a critical role of tumor cell-released extracellular vesicles (EVs) in pancreatic cancer (PC) progression. However, driver genes that direct EV function, the EV-recipient cells, and their cellular response to EV uptake remain to be identified. Therefore, we studied the role of Bcl-2-associated-anthanogene 6 (BAG6), a regulator of EV biogenesis for cancer progression. We used a Cre recombinase/LoxP-based reporter system in combination with single-cell RNA sequencing to monitor in vivo EV uptake and tumor microenvironment (TME) changes in mouse models for pancreatic ductal adenocarcinoma (PDAC) in a Bag6 pro- or deficient background. In vivo data were validated using mouse and human organoids and patient samples. Our data demonstrated that Bag6-deficient subcutaneous and orthotopic PDAC tumors accelerated tumor growth dependent on EV release. Mechanistically, this was attributed to mast cell (MC) activation via EV-associated IL33. Activated MCs promoted tumor cell proliferation and altered the composition of the TME affecting fibroblast polarization and immune cell infiltration. Tumor cell proliferation and fibroblast polarization were mediated via the MC secretome containing high levels of PDGF and CD73. Patients with high BAG6 gene expression and high protein plasma level have a longer overall survival indicating clinical relevance. The current study revealed a so far unknown tumor-suppressing activity of BAG6 in PDAC. Bag6-deficiency allowed the release of EV-associated IL33 which modulate the TME via MC activation promoting aggressive tumor growth. MC depletion using imatinib diminished tumor growth providing a scientific rationale to consider imatinib for patients stratified with low BAG6 expression and high MC infiltration. EVs derived from BAG6-deficient pancreatic cancer cells induce MC activation via IL33/Il1rl1. The secretome of activated MCs induces tumor proliferation and changes in the TME, particularly shifting fibroblasts into an inflammatory cancer-associated fibroblast (iCAF) phenotype. Blocking EVs or depleting MCs restricts tumor growth.
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Affiliation(s)
- Bilal Alashkar Alhamwe
- Institute for Tumor Immunology, Philipps-University, 35043, Marburg, Germany
- Core Facility Extracellular Vesicles, Philipps-University, 35043, Marburg, Germany
| | - Viviane Ponath
- Institute for Tumor Immunology, Philipps-University, 35043, Marburg, Germany
- Core Facility Extracellular Vesicles, Philipps-University, 35043, Marburg, Germany
| | - Fahd Alhamdan
- Department of Anesthesiology, Critical Care, and Pain Medicine, Cardiac Anesthesia Division, Boston Children's Hospital, Boston, USA
- Department of Immunology and Anaesthesia, Harvard Medical School, Boston, MA, USA
| | - Bastian Dörsam
- Institute for Tumor Immunology, Philipps-University, 35043, Marburg, Germany
- Core Facility Extracellular Vesicles, Philipps-University, 35043, Marburg, Germany
| | - Clara Landwehr
- Institute for Tumor Immunology, Philipps-University, 35043, Marburg, Germany
- Core Facility Extracellular Vesicles, Philipps-University, 35043, Marburg, Germany
| | - Manuel Linder
- Institute for Tumor Immunology, Philipps-University, 35043, Marburg, Germany
- Core Facility Extracellular Vesicles, Philipps-University, 35043, Marburg, Germany
| | - Kim Pauck
- Translational Inflammation Research Division & Core Facility for Single Cell Multiomics, Philipps-University, 35043, Marburg, Germany
| | - Sarah Miethe
- Translational Inflammation Research Division & Core Facility for Single Cell Multiomics, Philipps-University, 35043, Marburg, Germany
| | - Holger Garn
- Translational Inflammation Research Division & Core Facility for Single Cell Multiomics, Philipps-University, 35043, Marburg, Germany
| | - Florian Finkernagel
- Institute for Tumor Immunology, Philipps-University, 35043, Marburg, Germany
- Core Facility Bioinformatics, Philipps-University, 35043, Marburg, Germany
| | - Anna Brichkina
- Clinic for Gastroenterology, Endocrinology and Metabolism; Center for Tumor and Immune Biology, Philipps-University, 35043, Marburg, Germany
- Institute of Systems Immunology, Philipps-University, 35043, Marburg, Germany
| | - Matthias Lauth
- Clinic for Gastroenterology, Endocrinology and Metabolism; Center for Tumor and Immune Biology, Philipps-University, 35043, Marburg, Germany
| | - Dinesh Kumar Tiwari
- Clinic for Gastroenterology, Endocrinology and Metabolism; Center for Tumor and Immune Biology, Philipps-University, 35043, Marburg, Germany
| | - Malte Buchholz
- Clinic for Gastroenterology, Endocrinology and Metabolism; Center for Tumor and Immune Biology, Philipps-University, 35043, Marburg, Germany
| | - Daniel Bachurski
- Cluster of Excellence on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany
| | - Sabrina Elmshäuser
- Institute of Molecular Oncology and Genomics Core Facility, Member of the German Center for Lung Research (DZL), Philipps-University, 35043, Marburg, Germany
| | - Andrea Nist
- Institute of Molecular Oncology and Genomics Core Facility, Member of the German Center for Lung Research (DZL), Philipps-University, 35043, Marburg, Germany
| | - Thorsten Stiewe
- Institute of Molecular Oncology and Genomics Core Facility, Member of the German Center for Lung Research (DZL), Philipps-University, 35043, Marburg, Germany
- Institute of Lung Health, Justus Liebig University, 35392, Giessen, Germany
| | - Lisa Pogge von Strandmann
- Institute for Tumor Immunology, Philipps-University, 35043, Marburg, Germany
- Core Facility Extracellular Vesicles, Philipps-University, 35043, Marburg, Germany
| | - Witold Szymański
- Institute of Translational Proteomics & Core Facility Translational Proteomics, Biochemical/Pharmacological Centre, Philipps-University, 35043, Marburg, Germany
| | - Vanessa Beutgen
- Institute of Translational Proteomics & Core Facility Translational Proteomics, Biochemical/Pharmacological Centre, Philipps-University, 35043, Marburg, Germany
| | - Johannes Graumann
- Institute of Translational Proteomics & Core Facility Translational Proteomics, Biochemical/Pharmacological Centre, Philipps-University, 35043, Marburg, Germany
| | - Julia Teply-Szymanski
- Institute of Pathology, Philipps-University Marburg and University Hospital Marburg (UKGM), Marburg, Germany
| | - Corinna Keber
- Institute of Pathology, Philipps-University Marburg and University Hospital Marburg (UKGM), Marburg, Germany
| | - Carsten Denkert
- Institute of Pathology, Philipps-University Marburg and University Hospital Marburg (UKGM), Marburg, Germany
| | - Ralf Jacob
- Department of Cell Biology and Cell Pathology, Philipps-University, 35043, Marburg, Germany
| | - Christian Preußer
- Institute for Tumor Immunology, Philipps-University, 35043, Marburg, Germany
- Core Facility Extracellular Vesicles, Philipps-University, 35043, Marburg, Germany
| | - Elke Pogge von Strandmann
- Institute for Tumor Immunology, Philipps-University, 35043, Marburg, Germany.
- Core Facility Extracellular Vesicles, Philipps-University, 35043, Marburg, Germany.
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Barbagallo D, Ponti D, Bassani B, Bruno A, Pulze L, Akkihal SA, George-William JN, Gundamaraju R, Campomenosi P. MiR-223-3p in Cancer Development and Cancer Drug Resistance: Same Coin, Different Faces. Int J Mol Sci 2024; 25:8191. [PMID: 39125761 PMCID: PMC11311375 DOI: 10.3390/ijms25158191] [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: 06/06/2024] [Revised: 07/18/2024] [Accepted: 07/23/2024] [Indexed: 08/12/2024] Open
Abstract
MicroRNAs (miRNAs) are mighty post-transcriptional regulators in cell physiology and pathophysiology. In this review, we focus on the role of miR-223-3p (henceforth miR-223) in various cancer types. MiR-223 has established roles in hematopoiesis, inflammation, and most cancers, where it can act as either an oncogenic or oncosuppressive miRNA, depending on specific molecular landscapes. MiR-223 has also been linked to either the sensitivity or resistance of cancer cells to treatments in a context-dependent way. Through this detailed review, we highlight that for some cancers (i.e., breast, non-small cell lung carcinoma, and glioblastoma), the oncosuppressive role of miR-223 is consistently reported in the literature, while for others (i.e., colorectal, ovarian, and pancreatic cancers, and acute lymphocytic leukemia), an oncogenic role prevails. In prostate cancer and other hematological malignancies, although an oncosuppressive role is frequently described, there is less of a consensus. Intriguingly, NLRP3 and FBXW7 are consistently identified as miR-223 targets when the miRNA acts as an oncosuppressor or an oncogene, respectively, in different cancers. Our review also describes that miR-223 was increased in biological fluids or their extracellular vesicles in most of the cancers analyzed, as compared to healthy or lower-risk conditions, confirming the potential application of this miRNA as a diagnostic and prognostic biomarker in the clinic.
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Affiliation(s)
- Davide Barbagallo
- Department of Biomedical and Biotechnological Sciences, Section of Biology and Genetics “Giovanni Sichel”, University of Catania, Via Santa Sofia 89, 95123 Catania, Italy
- Interdisciplinary Research Centre on the Diagnosis and Therapy of Brain Tumors, University of Catania, Via Santa Sofia 78, 95123 Catania, Italy
| | - Donatella Ponti
- Department of Medical-Surgical Sciences and Biotechnologies, University of Rome Sapienza, Corso della Repubblica 79, 04100 Latina, Italy;
| | - Barbara Bassani
- Laboratory of Innate Immunity, Unit of Molecular Pathology, Biochemistry, and Immunology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) MultiMedica, Via Fantoli 16/15, 20138 Milano, Italy; (B.B.); (A.B.)
| | - Antonino Bruno
- Laboratory of Innate Immunity, Unit of Molecular Pathology, Biochemistry, and Immunology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) MultiMedica, Via Fantoli 16/15, 20138 Milano, Italy; (B.B.); (A.B.)
- Department of Biotechnology and Life Sciences, DBSV, University of Insubria, Via J.H. Dunant 3, 21100 Varese, Italy;
| | - Laura Pulze
- Department of Biotechnology and Life Sciences, DBSV, University of Insubria, Via J.H. Dunant 3, 21100 Varese, Italy;
| | - Shreya A. Akkihal
- Independent Researcher, 35004 SE Swenson St, Snoqualmie, WA 98065, USA;
| | - Jonahunnatha N. George-William
- Department of Medical Biotechnology and Translational Medicine, University of Milan, Via Fratelli Cervi, 93, 20054 Segrate, Italy;
| | - Rohit Gundamaraju
- Department of Laboratory Medicine, University of California San Francisco, 513 Parnassus Avenue, San Francisco, CA 94143, USA;
- ER Stress and Mucosal Immunology Team, School of Health Sciences, University of Tasmania, Launceston, TAS 7248, Australia
| | - Paola Campomenosi
- Department of Biotechnology and Life Sciences, DBSV, University of Insubria, Via J.H. Dunant 3, 21100 Varese, Italy;
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Abal-Sanisidro M, De Luca M, Roma S, Ceraolo MG, de la Fuente M, De Monte L, Protti MP. Anakinra-Loaded Sphingomyelin Nanosystems Modulate In Vitro IL-1-Dependent Pro-Tumor Inflammation in Pancreatic Cancer. Int J Mol Sci 2024; 25:8085. [PMID: 39125655 PMCID: PMC11312284 DOI: 10.3390/ijms25158085] [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: 05/20/2024] [Revised: 07/09/2024] [Accepted: 07/16/2024] [Indexed: 08/12/2024] Open
Abstract
Pancreatic cancer is a very aggressive disease with a dismal prognosis. The tumor microenvironment exerts immunosuppressive activities through the secretion of several cytokines, including interleukin (IL)-1. The IL-1/IL-1 receptor (IL-1R) axis is a key regulator in tumor-promoting T helper (Th)2- and Th17-type inflammation. Th2 cells are differentiated by dendritic cells endowed with Th2-polarizing capability by the thymic stromal lymphopoietin (TSLP) that is secreted by IL-1-activated cancer-associated fibroblasts (CAFs). Th17 cells are differentiated in the presence of IL-1 and other IL-1-regulated cytokines. In pancreatic cancer, the use of a recombinant IL-1R antagonist (IL1RA, anakinra, ANK) in in vitro and in vivo models has shown efficacy in targeting the IL-1/IL-1R pathway. In this study, we have developed sphingomyelin nanosystems (SNs) loaded with ANK (ANK-SNs) to compare their ability to inhibit Th2- and Th17-type inflammation with that of the free drug in vitro. We found that ANK-SNs inhibited TSLP and other pro-tumor cytokines released by CAFs at levels similar to ANK. Importantly, inhibition of IL-17 secretion by Th17 cells, but not of interferon-γ, was significantly higher, and at lower concentrations, with ANK-SNs compared to ANK. Collectively, the use of ANK-SNs might be beneficial in reducing the effective dose of the drug and its toxic effects.
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Affiliation(s)
- Marcelina Abal-Sanisidro
- Nano-Oncology and Translational Therapeutics Group, Health Research Institute of Santiago de Compostela (IDIS), SERGAS, 15706 Santiago de Compostela, Spain;
- University of Santiago de Compostela (USC), 15782 Santiago de Compostela, Spain
- Biomedical Research Networking Center on Oncology (CIBERONC), 28029 Madrid, Spain
| | - Michele De Luca
- Tumor Immunology Unit, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Scientific Institute, 20132 Milan, Italy; (M.D.L.); (S.R.); (M.G.C.); (L.D.M.)
- Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
| | - Stefania Roma
- Tumor Immunology Unit, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Scientific Institute, 20132 Milan, Italy; (M.D.L.); (S.R.); (M.G.C.); (L.D.M.)
- Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
| | - Maria Grazia Ceraolo
- Tumor Immunology Unit, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Scientific Institute, 20132 Milan, Italy; (M.D.L.); (S.R.); (M.G.C.); (L.D.M.)
- Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
| | - Maria de la Fuente
- Nano-Oncology and Translational Therapeutics Group, Health Research Institute of Santiago de Compostela (IDIS), SERGAS, 15706 Santiago de Compostela, Spain;
- University of Santiago de Compostela (USC), 15782 Santiago de Compostela, Spain
- Biomedical Research Networking Center on Oncology (CIBERONC), 28029 Madrid, Spain
- DIVERSA Technologies S.L., Edificio Emprendia, Campus Sur, 15782 Santiago de Compostela, Spain
| | - Lucia De Monte
- Tumor Immunology Unit, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Scientific Institute, 20132 Milan, Italy; (M.D.L.); (S.R.); (M.G.C.); (L.D.M.)
- Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
| | - Maria Pia Protti
- Tumor Immunology Unit, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Scientific Institute, 20132 Milan, Italy; (M.D.L.); (S.R.); (M.G.C.); (L.D.M.)
- Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
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35
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Mottini C, Auciello FR, Manni I, Pilarsky C, Caputo D, Caracciolo G, Rossetta A, Di Gennaro E, Budillon A, Blandino G, Roca MS, Piaggio G. The cross-talk between the macro and micro-environment in precursor lesions of pancreatic cancer leads to new and promising circulating biomarkers. J Exp Clin Cancer Res 2024; 43:198. [PMID: 39020414 PMCID: PMC11256648 DOI: 10.1186/s13046-024-03117-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 07/06/2024] [Indexed: 07/19/2024] Open
Abstract
Pancreatic cancer (PC) is a clinically challenging tumor to combat due to its advanced stage at diagnosis as well as its resistance to currently available therapies. The absence of early symptoms and known detectable biomarkers renders this disease incredibly difficult to detect/manage. Recent advances in the understanding of PC biology have highlighted the importance of cancer-immune cell interactions, not only in the tumor micro-environment but also in distant systemic sites, like the bone marrow, spleen and circulating immune cells, the so-called macro-environment. The response of the macro-environment is emerging as a determining factor in tumor development by contributing to the formation of an increasingly immunogenic micro-environment promoting tumor homeostasis and progression. We will summarize the key events associated with the feedback loop between the tumor immune micro-environment (TIME) and the tumor immune macroenvironment (TIMaE) in pancreatic precancerous lesions along with how it regulates disease development and progression. In addition, liquid biopsy biomarkers capable of diagnosing PC at an early stage of onset will also be discussed. A clearer understanding of the early crosstalk between micro-environment and macro-environment could contribute to identifying new molecular therapeutic targets and biomarkers, consequently improving early PC diagnosis and treatment.
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Affiliation(s)
- Carla Mottini
- Department of Research, Diagnosis and Innovative Technologies, UOSD SAFU, IRCCS Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Francesca Romana Auciello
- UOC Translational Oncology Research, IRCSS Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Isabella Manni
- Department of Research, Diagnosis and Innovative Technologies, UOSD SAFU, IRCCS Regina Elena National Cancer Institute, 00144, Rome, Italy
| | | | | | - Giulio Caracciolo
- Dipartimento Di Medicina Molecolare Sapienza, Università Di Roma, Rome, Italy
| | | | - Elena Di Gennaro
- Experimental Pharmacology, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, Via M. Semmola, 80131, Naples, Italy
| | - Alfredo Budillon
- Scientific Directorate, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131, Naples, Italy
| | - Giovanni Blandino
- UOC Translational Oncology Research, IRCSS Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Maria Serena Roca
- Experimental Pharmacology, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, Via M. Semmola, 80131, Naples, Italy.
| | - Giulia Piaggio
- Department of Research, Diagnosis and Innovative Technologies, UOSD SAFU, IRCCS Regina Elena National Cancer Institute, 00144, Rome, Italy
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Elebo N, Abdel-Shafy EA, Omoshoro-Jones JAO, Nsingwane Z, Hussein AAA, Smith M, Candy G, Cacciatore S, Fru P, Nweke EE. Comparative immune profiling of pancreatic ductal adenocarcinoma progression among South African patients. BMC Cancer 2024; 24:809. [PMID: 38973003 PMCID: PMC11229237 DOI: 10.1186/s12885-024-12595-x] [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: 10/26/2023] [Accepted: 07/02/2024] [Indexed: 07/09/2024] Open
Abstract
BACKGROUND Pancreatic Ductal Adenocarcinoma (PDAC) is an aggressive cancer characterized by an immunosuppressive microenvironment. Patients from specific ethnicities and population groups have poorer prognoses than others. Therefore, a better understanding of the immune landscape in such groups is necessary for disease elucidation, predicting patient outcomes and therapeutic targeting. This study investigated the expression of circulating key immune cell markers in South African PDAC patients of African ancestry. METHODS Blood samples were obtained from a total of 6 healthy volunteers (HC), 6 Chronic Pancreatitis (CP) and 34 PDAC patients consisting of 22 resectable (RPC), 8 locally advanced (LAPC) and 4 metastatic (MPC). Real-time Quantitative Polymerase Chain reactions (RT-qPCR), Metabolomics, Enzyme-Linked Immunosorbent Assay (ELISA), Reactive Oxygen Species (ROS), and Immunophenotyping assays were conducted. Statistical analysis was conducted in R (v 4.3.2). Additional analysis of single-cell RNA data from 20 patients (16 PDAC and 4 controls) was conducted to interrogate the distribution of T-cell and Natural Killer cell populations. RESULTS Granulocyte and neutrophil levels were significantly elevated while lymphocytes decreased with PDAC severity. The total percentages of CD3 T-cell subpopulations (helper and double negative T-cells) decreased when compared to HC. Although both NK (p = 0.014) and NKT (p < 0.001) cell levels increased as the disease progressed, their subsets: NK CD56dimCD16- (p = 0.024) and NKTs CD56+ (p = 0.008) cell levels reduced significantly. Of note is the negative association of NK CD56dimCD16- (p < 0.001) cell levels with survival time. The gene expression analyses showed no statistically significant correlation when comparing the PDAC groups with the controls. The inflammatory status of PDAC was assessed by ROS levels of serum which were elevated in CP (p = 0.025), (RPC (p = 0.003) and LAPC (p = 0.008)) while no significant change was observed in MPC, compared to the HC group. ROS was shown to be positively correlated with GlycA (R = 0.45, p = 0.0096). Single-cell analyses showed a significant difference in the ratio of NKT cells per total cell counts in LAPC (p < 0.001) and MPC (p < 0.001) groups compared with HC, confirming observations in our sample group. CONCLUSION The expression of these immune cell markers observed in this pilot study provides insight into their potential roles in tumour progression in the patient group and suggests their potential utility in the development of immunotherapeutic strategies.
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Affiliation(s)
- Nnenna Elebo
- Department of Surgery, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, 2193, South Africa
- Bioinformatics Unit, International Centre for Genetic Engineering and Biotechnology, Observatory, Cape Town, 7925, South Africa
| | - Ebtesam A Abdel-Shafy
- Bioinformatics Unit, International Centre for Genetic Engineering and Biotechnology, Observatory, Cape Town, 7925, South Africa
- National Research Centre, Cairo, Egypt
| | - Jones A O Omoshoro-Jones
- Department of Surgery, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, 2193, South Africa
- Hepatopancreatobiliary Unit, Department of Surgery, Chris Hani-Baragwanath Academic Hospital, Soweto Johannesburg, South Africa
| | - Zanele Nsingwane
- Department of Surgery, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, 2193, South Africa
| | - Ahmed A A Hussein
- Bioinformatics Unit, International Centre for Genetic Engineering and Biotechnology, Observatory, Cape Town, 7925, South Africa
- Theodore Bilharz Research Institute, Giza, Egypt
| | - Martin Smith
- Department of Surgery, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, 2193, South Africa
- Hepatopancreatobiliary Unit, Department of Surgery, Chris Hani-Baragwanath Academic Hospital, Soweto Johannesburg, South Africa
| | - Geoffrey Candy
- Department of Surgery, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, 2193, South Africa
| | - Stefano Cacciatore
- Bioinformatics Unit, International Centre for Genetic Engineering and Biotechnology, Observatory, Cape Town, 7925, South Africa
| | - Pascaline Fru
- Department of Surgery, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, 2193, South Africa
| | - Ekene Emmanuel Nweke
- Department of Surgery, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, 2193, South Africa.
- Department of Life and Consumer Sciences, College of Agriculture and Environmental Sciences, University of South Africa, Florida, Roodepoort, South Africa.
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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.
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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
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Ouyang Y, Shen R, Chu L, Fu C, Hu W, Huang H, Zhang Z, Jiang M, Chen X. Combining single-cell and bulk RNA sequencing, NK cell marker genes reveal a prognostic and immune status in pancreatic ductal adenocarcinoma. Sci Rep 2024; 14:15037. [PMID: 38951569 PMCID: PMC11217423 DOI: 10.1038/s41598-024-65917-1] [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: 07/19/2023] [Accepted: 06/25/2024] [Indexed: 07/03/2024] Open
Abstract
The NK cell is an important component of the tumor microenvironment of pancreatic ductal adenocarcinoma (PDAC), also plays a significant role in PDAC development. This study aimed to explore the relationship between NK cell marker genes and prognosis, immune response of PDAC patients. By scRNA-seq data, we found the proportion of NK cells were significantly downregulated in PDAC and 373 NK cell marker genes were screened out. By TCGA database, we enrolled 7 NK cell marker genes to construct the signature for predicting prognosis in PDAC patients. Cox analysis identified the signature as an independent factor for pancreatic cancer. Subsequently, the predictive power of signature was validated by 6 GEO datasets and had an excellent evaluation. Our analysis of relationship between the signature and patients' immune status revealed that the signature has a strong correlation with immunocyte infiltration, inflammatory reaction, immune checkpoint inhibitors (ICIs) response. The NK cell marker genes are closely related to the prognosis and immune capacity of PDAC patients, and they have potential value as a therapeutic target.
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Affiliation(s)
- Yonghao Ouyang
- Research Institute of General Surgery, Jinling Hospital, Nanjing University Medical School, 305 Zhong Shan East Road, Nanjing, 210002, China.
- Nanchang University, 461 Bayi Avenue, Nanchang, 330006, Jiangxi, China.
| | - Rongxi Shen
- Research Institute of General Surgery, Jinling Hospital, Nanjing University Medical School, 305 Zhong Shan East Road, Nanjing, 210002, China.
| | - Lihua Chu
- Jinggangshan University, Ji'an, 334000, China
| | - Chengchao Fu
- Nanchang University, 461 Bayi Avenue, Nanchang, 330006, Jiangxi, China
| | - Wang Hu
- Nanchang University, 461 Bayi Avenue, Nanchang, 330006, Jiangxi, China
| | - Haoxuan Huang
- Nanchang University, 461 Bayi Avenue, Nanchang, 330006, Jiangxi, China
| | - Zhicheng Zhang
- Nanchang University, 461 Bayi Avenue, Nanchang, 330006, Jiangxi, China
| | - Ming Jiang
- Nanchang University, 461 Bayi Avenue, Nanchang, 330006, Jiangxi, China
| | - Xin Chen
- Jiangxi University of Chinese Medicine, Nanchang, 330000, China
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Rodriguez E, Zwart ES, Affandi AA, Verhoeff J, de Kok M, Boyd LNC, Meijer LL, Le Large TYS, Olesek K, Giovannetti E, García-Vallejo JJ, Mebius RE, van Kooyk Y, Kazemier G. In-depth immune profiling of peripheral blood mononuclear cells in patients with pancreatic ductal adenocarcinoma reveals discriminative immune subpopulations. Cancer Sci 2024; 115:2170-2183. [PMID: 38686549 PMCID: PMC11247553 DOI: 10.1111/cas.16147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 02/05/2024] [Accepted: 02/13/2024] [Indexed: 05/02/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) has a dismal prognosis with a 5-year survival of less than 10%. More knowledge of the immune response developed in patients with PDAC is pivotal to develop better combination immune therapies to improve clinical outcome. In this study, we used mass cytometry time-of-flight to undertake an in-depth characterization of PBMCs from patients with PDAC and examine the differences with healthy controls and patients with benign diseases of the biliary system or pancreas. Peripheral blood mononuclear cells from patients with PDAC or benign disease are characterized by the increase of pro-inflammatory cells, as CD86+ classical monocytes and memory T cells expressing CCR6+ and CXCR3+, associated with T helper 1 (Th1) and Th17 immune responses, respectively. However, PBMCs from patients with PDAC present also an increase of CD39+ regulatory T cells and CCR4+CCR6-CXCR3- memory T cells, suggesting Th2 and regulatory responses. Concluding, our results show PDAC develops a multifaceted immunity, where a proinflammatory component is accompanied by regulatory responses, which could inhibit potential antitumor mechanisms.
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Affiliation(s)
- Ernesto Rodriguez
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
- Amsterdam Institute for Infection and Immunity, Cancer Immunology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
| | - Eline S Zwart
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
- Amsterdam Institute for Infection and Immunity, Cancer Immunology, Amsterdam, The Netherlands
- Department of Surgery, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
| | - Alsya A Affandi
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
- Amsterdam Institute for Infection and Immunity, Cancer Immunology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
| | - Jan Verhoeff
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
- Amsterdam Institute for Infection and Immunity, Cancer Immunology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
| | - Mike de Kok
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
| | - Lenka N C Boyd
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
- Department of Surgery, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
| | - Laura L Meijer
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
- Department of Surgery, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
| | - Tessa Y S Le Large
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
- Department of Surgery, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
| | - Katarzyna Olesek
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
- Amsterdam Institute for Infection and Immunity, Cancer Immunology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
| | - Elisa Giovannetti
- Department of Medical Oncology, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
- Cancer Pharmacology Lab, AIRC Start-Up Unit, Fondazione Pisana per la Scienza, Pisa, Italy
| | - Juan J García-Vallejo
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
- Amsterdam Institute for Infection and Immunity, Cancer Immunology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
| | - Reina E Mebius
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
- Amsterdam Institute for Infection and Immunity, Cancer Immunology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
| | - Yvette van Kooyk
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
- Amsterdam Institute for Infection and Immunity, Cancer Immunology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
| | - Geert Kazemier
- Cancer Center Amsterdam, Cancer Biology and Immunology, Amsterdam, The Netherlands
- Department of Surgery, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands
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Zhang K, Zhu J, Wang P, Chen Y, Wang Z, Ge X, Wu J, Chen L, Lu Y, Xu P, Yao J. Plasma metabolites as mediators in immune cell-pancreatic cancer risk: insights from Mendelian randomization. Front Immunol 2024; 15:1402113. [PMID: 38933268 PMCID: PMC11199692 DOI: 10.3389/fimmu.2024.1402113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Accepted: 05/31/2024] [Indexed: 06/28/2024] Open
Abstract
Background Immune cells play a crucial role in the development and progression of pancreatic cancer, yet the causal relationship remains uncertain due to complex immune microenvironments and conflicting research findings. Mendelian randomization (MR), this study aims to delineate the causal relationships between immune cells and pancreatic cancer while identifying intermediary factors. Methods The genome-wide association study (GWAS) data on immune cells, pancreatic cancer, and plasma metabolites are derived from public databases. In this investigation, inverse variance weighting (IVW) as the primary analytical approach to investigate the causal relationship between exposure and outcome. Furthermore, this study incorporates MR-Egger, simple mode, weighted median, and weighted mode as supplementary analytical approaches. To ensure the reliability of our findings, we further assessed horizontal pleiotropy and heterogeneity and evaluated the stability of MR results using the Leave-one-out method. In conclusion, this study employed mediation analysis to elucidate the potential mediating effects of plasma metabolites. Results Our investigation revealed a causal relationship between immune cells and pancreatic cancer, highlighting the pivotal roles of CD11c+ monocytes (odds ratio, ORIVW=1.105; 95% confidence interval, 95%CI: 1.002-1.218; P=0.045), HLA DR+ CD4+ antigen-presenting cells (ORIVW=0.920; 95%CI: 0.873-0.968; P=0.001), and HLA DR+ CD8br T cells (ORIVW=1.058; 95%CI: 1.002-1.117; P=0.041) in pancreatic cancer progression. Further mediation analysis indicated that oxalate (proportion of mediation effect in total effect: -11.6%, 95% CI: -89.7%, 66.6%) and the mannose to trans-4-hydroxyproline ratio (-19.4, 95% CI: -136%, 96.8%) partially mediate the relationship between HLA DR+ CD8br T cells and pancreatic cancer in nature. In addition, our analysis indicates that adrenate (-8.39%, 95% CI: -18.3%, 1.54%) plays a partial mediating role in the association between CD11c+ monocyte and pancreatic cancer, while cortisone (-26.6%, 95% CI: 138%, -84.8%) acts as a partial mediator between HLA DR+ CD4+ AC and pancreatic cancer. Conclusion This MR investigation provides evidence supporting the causal relationship between immune cell and pancreatic cancer, with plasma metabolites serving as mediators. Identifying immune cell phenotypes with potential causal effects on pancreatic cancer sheds light on its underlying mechanisms and suggests novel therapeutic targets.
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Affiliation(s)
- Ke Zhang
- Dalian Medical University, Dalian, China
| | - Jie Zhu
- Department of Hepatobiliary and Pancreatic Surgery, Northern Jiangsu People’s Hospital Affiliated Yangzhou University, Yangzhou, China
| | - Peng Wang
- Department of Hepatobiliary and Pancreatic Surgery, Northern Jiangsu People’s Hospital Affiliated Yangzhou University, Yangzhou, China
| | - Yuan Chen
- Department of Hepatobiliary and Pancreatic Surgery, Northern Jiangsu People’s Hospital Affiliated Yangzhou University, Yangzhou, China
| | - Zhengwang Wang
- Department of Hepatobiliary and Pancreatic Surgery, Northern Jiangsu People’s Hospital Affiliated Yangzhou University, Yangzhou, China
| | - Xinyu Ge
- Dalian Medical University, Dalian, China
| | - Junqing Wu
- Department of Hepatobiliary and Pancreatic Surgery, Northern Jiangsu People’s Hospital Affiliated Yangzhou University, Yangzhou, China
| | - Long Chen
- Department of Hepatobiliary and Pancreatic Surgery, Northern Jiangsu People’s Hospital Affiliated Yangzhou University, Yangzhou, China
| | - Yipin Lu
- Department of Hepatobiliary and Pancreatic Surgery, Northern Jiangsu People’s Hospital Affiliated Yangzhou University, Yangzhou, China
| | - Peng Xu
- Department of Hepatobiliary and Pancreatic Surgery, Northern Jiangsu People’s Hospital Affiliated Yangzhou University, Yangzhou, China
| | - Jie Yao
- Department of Hepatobiliary and Pancreatic Surgery, Northern Jiangsu People’s Hospital Affiliated Yangzhou University, Yangzhou, China
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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: 42] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [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.
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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.
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42
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Caggiano EG, Taniguchi CM. UCP2 and pancreatic cancer: conscious uncoupling for therapeutic effect. Cancer Metastasis Rev 2024; 43:777-794. [PMID: 38194152 PMCID: PMC11156755 DOI: 10.1007/s10555-023-10157-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 11/13/2023] [Indexed: 01/10/2024]
Abstract
Pancreatic cancer has an exaggerated dependence on mitochondrial metabolism, but methods to specifically target the mitochondria without off target effects in normal tissues that rely on these organelles is a significant challenge. The mitochondrial uncoupling protein 2 (UCP2) has potential as a cancer-specific drug target, and thus, we will review the known biology of UCP2 and discuss its potential role in the pathobiology and future therapy of pancreatic cancer.
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Affiliation(s)
- Emily G Caggiano
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- The University of Texas MD Anderson Cancer Center UTHealth Houston Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Cullen M Taniguchi
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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43
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Smith H, Arbe-Barnes E, Shah EA, Sivakumar S. Manipulating regulatory T cells: is it the key to unlocking effective immunotherapy for pancreatic ductal adenocarcinoma? Front Immunol 2024; 15:1406250. [PMID: 38873607 PMCID: PMC11170104 DOI: 10.3389/fimmu.2024.1406250] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Accepted: 05/14/2024] [Indexed: 06/15/2024] Open
Abstract
The five-year survival rates for pancreatic ductal adenocarcinoma (PDAC) have scarcely improved over the last half-century. It is inherently resistant to FDA-approved immunotherapies, which have transformed the outlook for patients with other advanced solid tumours. Accumulating evidence relates this resistance to its hallmark immunosuppressive milieu, which instils progressive dysfunction among tumour-infiltrating effector T cells. This milieu is established at the inception of neoplasia by immunosuppressive cellular populations, including regulatory T cells (Tregs), which accumulate in parallel with the progression to malignant PDAC. Thus, the therapeutic manipulation of Tregs has captured significant scientific and commercial attention, bolstered by the discovery that an abundance of tumour-infiltrating Tregs correlates with a poor prognosis in PDAC patients. Herein, we propose a mechanism for the resistance of PDAC to anti-PD-1 and CTLA-4 immunotherapies and re-assess the rationale for pursuing Treg-targeted therapies in light of recent studies that profiled the immune landscape of patient-derived tumour samples. We evaluate strategies that are emerging to limit Treg-mediated immunosuppression for the treatment of PDAC, and signpost early-stage trials that provide preliminary evidence of clinical activity. In this context, we find a compelling argument for investment in the ongoing development of Treg-targeted immunotherapies for PDAC.
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Affiliation(s)
- Henry Smith
- School of Medicine and Biomedical Sciences, University of Oxford, Oxford, United Kingdom
| | - Edward Arbe-Barnes
- Institute of Immunology and Transplantation, University College London, London, United Kingdom
| | - Enas Abu Shah
- Sir William Dunn School of Pathology, University of Oxford, Oxford, United Kingdom
| | - Shivan Sivakumar
- Institute of Immunology and Immunotherapy, Birmingham Medical School, Birmingham, United Kingdom
- Birmingham Cancer Centre, Queen Elizabeth Hospital, Birmingham, United Kingdom
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Delgado-Coka L, Horowitz M, Torrente-Goncalves M, Roa-Peña L, Leiton CV, Hasan M, Babu S, Fassler D, Oentoro J, Bai JDK, Petricoin EF, Matrisian LM, Blais EM, Marchenko N, Allard FD, Jiang W, Larson B, Hendifar A, Chen C, Abousamra S, Samaras D, Kurc T, Saltz J, Escobar-Hoyos LF, Shroyer KR. Keratin 17 modulates the immune topography of pancreatic cancer. J Transl Med 2024; 22:443. [PMID: 38730319 PMCID: PMC11087249 DOI: 10.1186/s12967-024-05252-1] [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: 01/21/2024] [Accepted: 04/29/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND The immune microenvironment impacts tumor growth, invasion, metastasis, and patient survival and may provide opportunities for therapeutic intervention in pancreatic ductal adenocarcinoma (PDAC). Although never studied as a potential modulator of the immune response in most cancers, Keratin 17 (K17), a biomarker of the most aggressive (basal) molecular subtype of PDAC, is intimately involved in the histogenesis of the immune response in psoriasis, basal cell carcinoma, and cervical squamous cell carcinoma. Thus, we hypothesized that K17 expression could also impact the immune cell response in PDAC, and that uncovering this relationship could provide insight to guide the development of immunotherapeutic opportunities to extend patient survival. METHODS Multiplex immunohistochemistry (mIHC) and automated image analysis based on novel computational imaging technology were used to decipher the abundance and spatial distribution of T cells, macrophages, and tumor cells, relative to K17 expression in 235 PDACs. RESULTS K17 expression had profound effects on the exclusion of intratumoral CD8+ T cells and was also associated with decreased numbers of peritumoral CD8+ T cells, CD16+ macrophages, and CD163+ macrophages (p < 0.0001). The differences in the intratumor and peritumoral CD8+ T cell abundance were not impacted by neoadjuvant therapy, tumor stage, grade, lymph node status, histologic subtype, nor KRAS, p53, SMAD4, or CDKN2A mutations. CONCLUSIONS Thus, K17 expression correlates with major differences in the immune microenvironment that are independent of any tested clinicopathologic or tumor intrinsic variables, suggesting that targeting K17-mediated immune effects on the immune system could restore the innate immunologic response to PDAC and might provide novel opportunities to restore immunotherapeutic approaches for this most deadly form of cancer.
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Affiliation(s)
- Lyanne Delgado-Coka
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY, 11794, USA
- Program of Public Health and Department of Preventative Medicine, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA
| | - Michael Horowitz
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY, 11794, USA
| | - Mariana Torrente-Goncalves
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY, 11794, USA
| | - Lucia Roa-Peña
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY, 11794, USA
- Department of Pathology, School of Medicine, Universidad Nacional de Colombia, Bogotá, Colombia
| | - Cindy V Leiton
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY, 11794, USA
| | - Mahmudul Hasan
- Department of Computer Science, Stony Brook University, Stony Brook, NY, USA
| | - Sruthi Babu
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY, 11794, USA
| | - Danielle Fassler
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY, 11794, USA
| | - Jaymie Oentoro
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY, 11794, USA
| | - Ji-Dong K Bai
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY, 11794, USA
| | - Emanuel F Petricoin
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Fairfax, VA, USA
- Perthera, McLean, VA, USA
| | - Lynn M Matrisian
- Scientific and Medical Affairs, Pancreatic Cancer Action Network, Manhattan Beach, CA, USA
| | | | - Natalia Marchenko
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY, 11794, USA
| | - Felicia D Allard
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Wei Jiang
- Department of Pathology and Genomic Medicine, Sidney Kimmel Cancer Center, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Brent Larson
- Departments of Pathology and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Andrew Hendifar
- Departments of Pathology and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Chao Chen
- Department of Biomedical Informatics, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA
| | - Shahira Abousamra
- Department of Computer Science, Stony Brook University, Stony Brook, NY, USA
| | - Dimitris Samaras
- Department of Computer Science, Stony Brook University, Stony Brook, NY, USA
| | - Tahsin Kurc
- Department of Biomedical Informatics, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA
| | - Joel Saltz
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY, 11794, USA.
- Department of Biomedical Informatics, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA.
| | - Luisa F Escobar-Hoyos
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY, 11794, USA.
- Department of Therapeutic Radiology, Yale University, New Haven, CT, USA.
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA.
- Division of Oncology, Department of Medicine, Yale University, New Haven, CT, USA.
| | - Kenneth R Shroyer
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, 101 Nicolls Road, Stony Brook, NY, 11794, USA.
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Yoon JH, Yoon HN, Kang HJ, Yoo H, Choi MJ, Chung JY, Seo M, Kim M, Lim SO, Kim YJ, Lee JK, Jang M. Empowering pancreatic tumor homing with augmented anti-tumor potency of CXCR2-tethered CAR-NK cells. MOLECULAR THERAPY. ONCOLOGY 2024; 32:200777. [PMID: 38596297 PMCID: PMC10926211 DOI: 10.1016/j.omton.2024.200777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 01/16/2024] [Accepted: 02/15/2024] [Indexed: 04/11/2024]
Abstract
Chimeric antigen receptor (CAR)-engineered natural killer (NK) cells are a promising immunotherapy for solid cancers; however, their effectiveness against pancreatic cancer is limited by the immunosuppressive tumor microenvironment. In particular, low NK cell infiltration poses a major obstacle that reduces cytotoxicity. The current study aimed to enhance the tumor-homing capacity of CAR-NK cells by targeting the chemokine-chemokine receptor axis between NK and pancreatic cancer cells. To this end, data from a chemokine array and The Cancer Genome Atlas pan-cancer cohort were analyzed. Pancreatic cancer cells were found to secrete high levels of ligands for C-X-C motif receptor 1 (CXCR1) and CXCR2. Subsequently, we generated anti-mesothelin CAR-NK cells incorporating CXCR1 or CXCR2 and evaluated their tumor-killing abilities in 2D cancer cell co-culture and 3D tumor-mimetic organoid models. CAR-NK cells engineered with CXCR2 demonstrated enhanced tumor killing and strong infiltration of tumor sites. Collectively, these findings highlight the potential of CXCR2-augmented CAR-NK cells as a clinically relevant modality for effective pancreatic cancer treatment. By improving their infiltration and tumor-killing capabilities, these CXCR2-augmented CAR-NK cells have the potential to overcome the challenges posed by the immunosuppressive tumor microenvironment, providing improved therapeutic outcomes.
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Affiliation(s)
- Jong Hyeon Yoon
- Medicinal Materials Research Center, Biomedical Research Division, Korea Institute of Science and Technology, Seoul 02792, Republic of Korea
| | - Han-Na Yoon
- Rare & Pediatric Cancer Branch, Division of Rare and Refractory Cancer, Research Institute, National Cancer Center, Goyang 10408, Republic of Korea
| | - Hyun Ju Kang
- Genomic Medicine Institute, Medical Research Center, Seoul National University, Seoul 03080, Republic of Korea
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
| | - Hyejin Yoo
- Medicinal Materials Research Center, Biomedical Research Division, Korea Institute of Science and Technology, Seoul 02792, Republic of Korea
| | - Moon Jung Choi
- Division of Hematology and Oncology, Brown University, Providence, RI, USA
| | - Joo-Yoon Chung
- Medicinal Materials Research Center, Biomedical Research Division, Korea Institute of Science and Technology, Seoul 02792, Republic of Korea
- KHU-KIST Department of Converging Science and Technology, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Minkoo Seo
- Corporate Research & Development Center, UCI Therapeutics, Seoul 04784, Republic of Korea
| | - Minsung Kim
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
| | - Si On Lim
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
| | - Yong Jun Kim
- Department of Pathology, College of Medicine, Kyung Hee University, Seoul 02447, Republic of Korea
- KHU-KIST Department of Converging Science and Technology, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Jin-Ku Lee
- Genomic Medicine Institute, Medical Research Center, Seoul National University, Seoul 03080, Republic of Korea
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
- Department of Anatomy and Cell Biology, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
| | - Mihue Jang
- Medicinal Materials Research Center, Biomedical Research Division, Korea Institute of Science and Technology, Seoul 02792, Republic of Korea
- KHU-KIST Department of Converging Science and Technology, Kyung Hee University, Seoul 02447, Republic of Korea
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Liu Y, Jiang X, Wu Y, Yu H. Global research landscape and trends of cancer radiotherapy plus immunotherapy: A bibliometric analysis. Heliyon 2024; 10:e27103. [PMID: 38449655 PMCID: PMC10915415 DOI: 10.1016/j.heliyon.2024.e27103] [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: 09/03/2023] [Revised: 01/04/2024] [Accepted: 02/23/2024] [Indexed: 03/08/2024] Open
Abstract
The aim of this study was to present current research trends on the synergistic use of radiotherapy and immunotherapy (IRT) for cancer treatment. On March 1, 2023, we conducted a literature search for IRT papers using the Web of Science database. We extracted information and constructed two databases - the Core Database (CD) with 864 papers and Generalized Database (GD) with 6344 papers. A bibliometric analysis was performed to provide insights into the research landscape, to identify emerging trends and highly cited papers and journals in the field of IRT. The CD contained 864 papers that were collectively cited 31,818 times. Prominent journals in this area included the New England Journal of Medicine, Lancet Oncology, and the Journal of Clinical Oncology. Corresponding authors from the USA contributed the most publications. In recent years, lung cancer, melanoma, stereotactic radiotherapy, immune checkpoint inhibitors, and the tumor microenvironment emerged as hot research areas. This bibliometric analysis presented quantitative insights into research concerning IRT and proposed potential avenues for further exploration. Moreover, researchers can use our findings to select appropriate journals for publication or identify prospective collaborators. In summary, this bibliometric analysis provides a comprehensive overview of the historical progression and recent advancements in IRT research that may serve as inspiration for future investigations.
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Affiliation(s)
- Yanhao Liu
- School of Basic Medicine, Qingdao University, Qingdao, China
- Department of Oncology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Hospital), Qingdao, China
| | - Xu Jiang
- Department of Nuclear Medicine, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Hospital), Qingdao, China
| | - Yujuan Wu
- Department of Oncology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Hospital), Qingdao, China
| | - Haiming Yu
- Department of Oncology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Hospital), Qingdao, China
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47
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Koziol-Bohatkiewicz P, Liberda-Matyja D, Wrobel TP. Fast cancer imaging in pancreatic biopsies using infrared imaging. Analyst 2024; 149:1799-1806. [PMID: 38385553 DOI: 10.1039/d3an01555f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2024]
Abstract
Pancreatic cancer, particularly Pancreatic ductal adenocarcinoma, remains a highly lethal form of cancer with limited early diagnosis and treatment options. Infrared (IR) spectroscopy, combined with machine learning, has demonstrated great potential in detecting various cancers. This study explores the translation of a diagnostic model from Fourier Transform Infrared to Quantum Cascade Laser (QCL) microscopy for pancreatic cancer classification. Furthermore, QCL microscopy offers faster measurements with selected frequencies, improving clinical feasibility. Thus, the goals of the study include establishing a QCL-based model for pancreatic cancer classification and creating a fast surgical margin detection model using reduced spectral information. The research involves preprocessing QCL data, training Random Forest (RF) classifiers, and optimizing the selection of spectral features for the models. Results demonstrate successful translation of the diagnostic model to QCL microscopy, achieving high predictive power (AUC = 98%) in detecting cancerous tissues. Moreover, a model for rapid surgical margin recognition, based on only a few spectral frequencies, is developed with promising differentiation between benign and cancerous regions. The findings highlight the potential of QCL microscopy for efficient pancreatic cancer diagnosis and surgical margin detection within clinical timeframes of minutes per surgical resection tissue.
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Affiliation(s)
- Paulina Koziol-Bohatkiewicz
- Solaris National Synchrotron Radiation Centre, Jagiellonian University, Czerwone Maki 98, 30-392, Krakow, Poland.
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Łojasiewicza 11, 30-348 Krakow, Poland
| | - Danuta Liberda-Matyja
- Solaris National Synchrotron Radiation Centre, Jagiellonian University, Czerwone Maki 98, 30-392, Krakow, Poland.
- Jagiellonian University, Doctoral School of Exact and Natural Sciences, Prof. St. Łojasiewicza 11, PL30348, Cracow, Poland
| | - Tomasz P Wrobel
- Solaris National Synchrotron Radiation Centre, Jagiellonian University, Czerwone Maki 98, 30-392, Krakow, Poland.
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Kuramochi T, Sano M, Kajiwara I, Oshima Y, Itaya T, Kim J, Ichimaru Y, Kitajima O, Masamune A, Ijichi H, Suzuki T. Effects of tramadol via a µ-opioid receptor on pancreatic ductal adenocarcinoma in vitro and in vivo. Reg Anesth Pain Med 2024; 49:200-208. [PMID: 37353355 DOI: 10.1136/rapm-2023-104511] [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: 03/19/2023] [Accepted: 06/09/2023] [Indexed: 06/25/2023]
Abstract
INTRODUCTION Tramadol, a weak opioid anesthetic, is used for pain management in patients with cancer, but the effects of tramadol on cancer via µ-opioid receptor are still unknown. We assessed the effects of tramadol on pancreatic ductal adenocarcinoma using transgenic mice (LSL-KrasG12D/+; Trp53flox/flox; Pdx-1cre/+ ). METHODS Six-week-old transgenic mice were orally administered 10 mg/kg/day tramadol (n=12), 10 mg/kg/day tramadol and 1 mg/kg/day naltrexone (n=9), or vehicle water (n=14) until the humane endpoint. Cancer-related pain and plasma cytokine levels were assessed by the mouse grimace scale and cytokine array, respectively. Tumor status was determined histopathologically. Tramadol's effects on proliferation and invasion in pancreatic ductal adenocarcinoma cell lines were studied in vitro. RESULTS Tramadol with/without naltrexone improved mouse grimace scale scores while decreasing inflammatory cytokines such as tumor necrosis factor-α and interleukin-6. Proliferative Ki-67 and cyclins decreased by tramadol, while local M1-like tumor-associated macrophages increased by tramadol, which was blocked by naltrexone. Meanwhile, tramadol with/without naltrexone reduced juxta-tumoral cancer-associated fibroblasts and M2-like tumor-associated macrophages. Tumor-associated neutrophils, natural killers, and cytotoxic T cells were not altered. Tramadol decreased the proliferative and invasive potentials of pancreatic ductal adenocarcinoma cell lines via decreasing cyclins/cyclin-dependent kinases, which was partially reversed by naltrexone. CONCLUSIONS These findings imply that tramadol might be a useful anesthetic for pancreatic ductal adenocarcinoma: inhibiting the proliferation and invasion along with increasing antitumor M1-like tumor-associated macrophages via the µ-opioid receptor, while improving cancer-associated pain possibly through the antitumor effects with the decrease of inflammatory cytokines.
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Affiliation(s)
- Tomoya Kuramochi
- Department of Anesthesiology, Nihon University School of Medicine, Itabashi-ku, Tokyo, Japan
| | - Makoto Sano
- Department of Anesthesiology, Nihon University School of Medicine, Itabashi-ku, Tokyo, Japan
| | - Ichie Kajiwara
- Department of Anesthesiology, Nihon University School of Medicine, Itabashi-ku, Tokyo, Japan
| | - Yukino Oshima
- Department of Anesthesiology, Nihon University School of Medicine, Itabashi-ku, Tokyo, Japan
| | - Tomoaki Itaya
- Department of Anesthesiology, Nihon University School of Medicine, Itabashi-ku, Tokyo, Japan
| | - Jinsuk Kim
- Department of Anesthesiology, Nihon University School of Medicine, Itabashi-ku, Tokyo, Japan
| | - Yoshimi Ichimaru
- School of Pharmacy, Shonan University of Medical Sciences, Yokohama, Kanagawa, Japan
| | - Osamu Kitajima
- Department of Anesthesiology, Nihon University School of Medicine, Itabashi-ku, Tokyo, Japan
| | - Atsushi Masamune
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
| | - Hideaki Ijichi
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Bunkyo-ku, Tokyo, Japan
- Clinical Nutrition Center, The University of Tokyo Hospital, Bunkyo-ku, Tokyo, Japan
| | - Takahiro Suzuki
- Department of Anesthesiology, Nihon University School of Medicine, Itabashi-ku, Tokyo, Japan
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Chen Y, Huang A, Bi Y, Wei W, Huang Y, Ye Y. Genomic insights and prognostic significance of novel biomarkers in pancreatic ductal adenocarcinoma: A comprehensive analysis. Biochem Biophys Rep 2024; 37:101580. [PMID: 38107664 PMCID: PMC10724495 DOI: 10.1016/j.bbrep.2023.101580] [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: 09/19/2023] [Revised: 11/06/2023] [Accepted: 11/07/2023] [Indexed: 12/19/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly prevalent digestive system malignancy, with a significant impact on public health, especially in the elderly population. The advent of the Human Genome Project has opened new avenues for precision medicine, allowing researchers to explore genetic markers and molecular targets for cancer diagnosis and treatment. Despite significant advances in genomic research, early diagnosis of pancreatic cancer remains elusive due to the lack of highly sensitive and specific markers. Therefore, there is a need for in-depth research to identify more precise and reliable diagnostic markers for pancreatic cancer. In this study, we utilized a combination of public databases from different sources to meticulously screen genes associated with prognosis in pancreatic cancer. We used gene differential analysis, univariate cox regression analysis, least absolute selection and shrinkage operator (LASSO) regression, and multivariate cox regression analysis to identify genes associated with prognosis. Subsequently, we constructed a scoring system, validated its validity using survival analysis and ROC analysis, and further confirmed its reliability by nomogram and decision curve analysis (DCA). We evaluated the diagnostic value of this scoring system for pancreatic cancer prognosis and validated the function of the genes using single cell data analysis. Our analysis identifies six genes, including GABRA3, IL20RB, CDK1, GPR87, TTYH3, and KCNA2, that were strongly associated with PDAC prognosis. Clinical prognostic models based on these genes showed strong predictive power not only in the training set but also in external datasets. Functional enrichment analysis revealed significant differences between high- and low-risk groups mainly in immune-related functions. Additionally, we explored the potential of the risk score as a marker for immunotherapy response and identified key factors within the tumor microenvironment. The single-cell RNA sequencing analysis further enriched our understanding of cell clusters and six hub genes expressions. This comprehensive investigation provides valuable insights into pancreatic PDAC and its intricate immune landscape. The identified genes and their functional significance underscore the importance of continued research into improving diagnosis and treatment strategies for PDAC.
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Affiliation(s)
- Yuling Chen
- Department of Rheumatology and Immunology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong Province, China
| | - Anle Huang
- Department of Gastrointestinal Oncology Surgery, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, China, 361001
| | - Yuanjie Bi
- School of Science, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, China
| | - Wei Wei
- Department of Emergency, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong Province, China
| | - Yongsheng Huang
- School of Science, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, China
| | - Yuanchun Ye
- School of Science, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, 518107, China
- Shenzhen Bay Laboratory, Shenzhen, Guangdong Province, China
- Department of Hematology Oncology and Tumor Immunity, Benjamin Franklin Campus, Charité–Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
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50
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Lin X, Tan Y, Pan L, Tian Z, Lin L, Su M, Ou G, Chen Y. Prognostic value of RRM1 and its effect on chemoresistance in pancreatic cancer. Cancer Chemother Pharmacol 2024; 93:237-251. [PMID: 38040978 DOI: 10.1007/s00280-023-04616-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 11/05/2023] [Indexed: 12/03/2023]
Abstract
PURPOSE Pancreatic cancer (PC) remains a lethal disease, and gemcitabine resistance is prevalent. However, the biomarkers suggestive of gemcitabine resistance remain unclear. METHODS Bioinformatic tools identified ribonucleotide reductase catalytic subunit M1 (RRM1) in gemcitabine-related datasets. A cox regression model revealed the predictive value of RRM1 with clinical features. An external clinical cohort confirmed the prognostic value of RRM1. RRM1 expression was validated in gemcitabine-resistant cells in vitro and in orthotopic PC model. CCK8, flow cytometry, transwell migration, and invasion assays were used to explore the effect of RRM1 on gemcitabine-resistant cells. The CIBERSORT algorithm investigated the impact of RRM1 on immune infiltration. RESULTS The constructed nomogram based on RRM1 effectively predicted prognosis and was further validated. Moreover, patients with higher RRM1 had shorter overall survival. RRM1 expression was significantly higher in PC tissue and gemcitabine-resistant cells in vitro and in vivo. RRM1 knockdown reversed gemcitabine resistance, inhibited migration and invasion. The infiltration levels of CD4 + T cells, CD8 + T cells, neutrophils, and plasma cells correlated markedly with RRM1 expression, and communication between tumor and immune cells probably depends on NF-κB/mTOR signaling. CONCLUSION RRM1 may be a potential marker for prognosis and a target marker for gemcitabine resistance in PC.
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Affiliation(s)
- Xingyi Lin
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, People's Republic of China
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, People's Republic of China
| | - Ying Tan
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, People's Republic of China
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, People's Republic of China
| | - Lele Pan
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, People's Republic of China
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, People's Republic of China
| | - Zhenfeng Tian
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, People's Republic of China
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, People's Republic of China
| | - Lijun Lin
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, People's Republic of China
| | - Mingxin Su
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, People's Republic of China
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, People's Republic of China
| | - Guangsheng Ou
- Department of Gastrointestinal Surgery, The Third-Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510600, People's Republic of China.
| | - Yinting Chen
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, People's Republic of China.
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, People's Republic of China.
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