1
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Fang Y, Tan C, Zheng Z, Yang J, Tang J, Guo R, Silli EK, Chen Z, Chen J, Ge R, Liu Y, Wen X, Liang J, Zhu Y, Jin Y, Li Q, Wang Y. The function of microRNA related to cancer-associated fibroblasts in pancreatic ductal adenocarcinoma. Biochem Pharmacol 2025; 236:116849. [PMID: 40056941 DOI: 10.1016/j.bcp.2025.116849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Revised: 02/13/2025] [Accepted: 03/03/2025] [Indexed: 03/17/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal malignant tumor characterized by a poor prognosis. A prominent feature of PDAC is the rich and dense stroma present in the tumor microenvironment (TME), which significantly hinders drug penetration. Cancer-associated fibroblasts (CAFs), activated fibroblasts originating from various cell sources, including pancreatic stellate cells (PSCs) and mesenchymal stem cells (MSCs), play a critical role in PDAC progression and TME formation. MicroRNAs (miRNAs) are small, single-stranded non-coding RNA molecules that are frequently involved in tumorigenesis and progression, exhibiting either oncolytic or oncogenic activity. Increasing evidence suggests that aberrant expression of miRNAs can mediate interactions between cancer cells and CAFs, thereby providing novel therapeutic targets for PDAC treatment. In this review, we will focus on the potential roles of miRNAs that target CAFs or CAFs-derived exosomes in PDAC progression, highlighting the feasibility of therapeutic strategies aimed at restoring aberrantly expressed miRNAs associated with CAFs, offering new pathways for the clinical management of PDAC.
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Affiliation(s)
- Yaohui Fang
- College of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Chunlu Tan
- Department of Pancreatic Surgery and General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Zhenjiang Zheng
- Department of Pancreatic Surgery and General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Jianchen Yang
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, TX 78712, USA
| | - Jiali Tang
- College of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Ruizhe Guo
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Epiphane K Silli
- College of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Zhe Chen
- School of Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Jia Chen
- School of Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Ruyu Ge
- College of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Yuquan Liu
- School of Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Xiuqi Wen
- School of Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Jingdan Liang
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Yunfei Zhu
- School of Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Yutong Jin
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Qian Li
- College of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu 211198, China
| | - Ying Wang
- College of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu 211198, China.
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2
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Chen Z, Xu L, Yuan Y, Zhang S, Xue R. Metabolic crosstalk between platelets and cancer: Mechanisms, functions, and therapeutic potential. Semin Cancer Biol 2025; 110:65-82. [PMID: 39954752 DOI: 10.1016/j.semcancer.2025.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Revised: 01/30/2025] [Accepted: 02/03/2025] [Indexed: 02/17/2025]
Abstract
Platelets, traditionally regarded as passive mediators of hemostasis, are now recognized as pivotal regulators in the tumor microenvironment, establishing metabolic feedback loops with tumor and immune cells. Tumor-derived signals trigger platelet activation, which induces rapid metabolic reprogramming, particularly glycolysis, to support activation-dependent functions such as granule secretion, morphological changes, and aggregation. Beyond self-regulation, platelets influence the metabolic processes of adjacent cells. Through direct mitochondrial transfer, platelets reprogram tumor and immune cells, promoting oxidative phosphorylation. Additionally, platelet-derived cytokines, granules, and extracellular vesicles drive metabolic alterations in immune cells, fostering suppressive phenotypes that facilitate tumor progression. This review examines three critical aspects: (1) the distinctive metabolic features of platelets, particularly under tumor-induced activation; (2) the metabolic crosstalk between activated platelets and other cellular components; and (3) the therapeutic potential of targeting platelet metabolism to disrupt tumor-promoting networks. By elucidating platelet metabolism, this review highlights its essential role in tumor biology and its therapeutic implications.
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Affiliation(s)
- Zhixue Chen
- Department of Gastroenterology and Hepatology, Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Lin Xu
- Department of Gastroenterology and Hepatology, Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Yejv Yuan
- The First Affiliated Hospital of Anhui University of Science and Technology, Huainan 232001, China
| | - Si Zhang
- NHC Key Laboratory of Glycoconjugate Research, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China.
| | - Ruyi Xue
- Department of Gastroenterology and Hepatology, Shanghai Institute of Liver Diseases, Zhongshan Hospital, Fudan University, Shanghai 200032, China.
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3
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Romoli J, Chiodelli P, Signoroni PB, Vertua E, Ferrari C, Giuzzi E, Paini A, Scalvini E, Papait A, Stefani FR, Silini AR, Parolini O. Modeling Stromal Cells Inside the Tumor Microenvironment of Ovarian Cancer: In Vitro Generation of Cancer-Associated Fibroblast-Like Cells and Their Impact in a 3D Model. MedComm (Beijing) 2025; 6:e70172. [PMID: 40255916 PMCID: PMC12006666 DOI: 10.1002/mco2.70172] [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: 04/24/2024] [Revised: 01/31/2025] [Accepted: 02/13/2025] [Indexed: 04/22/2025] Open
Abstract
The tumor microenvironment (TME) is the combination of cells and factors that promotes tumor progression, and cancer-associated fibroblasts (CAFs) are a key component within TME. CAF originates from various stromal cells and is activated by factors such as transforming growth factor-beta (TGF-β) secreted by tumor cells, favoring chemoresistance and metastasis. Recent publications have underlined plasticity and heterogeneity and their strong contribution to the reactive stroma within the TME. Our study aimed to replicate the TME's structure by creating a 3D in vitro model of ovarian cancer (OC). By incorporating diverse tumor and stromal cells, we simulated a physiologically relevant environment for studying CAF-like cell behavior within tumor spheroids in a context-dependent manner. CAF-like cells were generated by exposing human dermal fibroblasts to OC cell line conditioned media in the presence or absence of TGF-β. Herein, we found that different stimuli induce the generation of heterogeneous populations of CAF-like cells. Notably, we observed the ability of CAF-like cells to shape the intratumoral architecture and to contribute to functional changes in tumor cell behavior. This study highlights the importance of precise assessment of CAF for potential therapeutic interventions and further provides a reliable model for investigating novel therapeutic targets in OC.
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Affiliation(s)
- Jacopo Romoli
- Department of Life Science and Public HealthUniversità Cattolica del Sacro CuoreRomeItaly
| | - Paola Chiodelli
- Department of Life Science and Public HealthUniversità Cattolica del Sacro CuoreRomeItaly
| | | | - Elsa Vertua
- Centro di Ricerca E. MenniFondazione Poliambulanza Istituto OspedalieroBresciaItaly
| | - Clarissa Ferrari
- Research and Clinical Trials UnitFondazione Poliambulanza Istituto OspedalieroBresciaItaly
| | - Elisabetta Giuzzi
- Centro di Ricerca E. MenniFondazione Poliambulanza Istituto OspedalieroBresciaItaly
| | - Alice Paini
- Centro di Ricerca E. MenniFondazione Poliambulanza Istituto OspedalieroBresciaItaly
| | - Elisa Scalvini
- Centro di Ricerca E. MenniFondazione Poliambulanza Istituto OspedalieroBresciaItaly
| | - Andrea Papait
- Department of Life Science and Public HealthUniversità Cattolica del Sacro CuoreRomeItaly
- Fondazione Policlinico Universitario “Agostino Gemelli” IRCCSRomeItaly
| | | | | | - Ornella Parolini
- Department of Life Science and Public HealthUniversità Cattolica del Sacro CuoreRomeItaly
- Fondazione Policlinico Universitario “Agostino Gemelli” IRCCSRomeItaly
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4
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Pei G, Min J, Rajapakshe KI, Branchi V, Liu Y, Selvanesan BC, Thege F, Sadeghian D, Zhang D, Cho KS, Chu Y, Dai E, Han G, Li M, Yee C, Takahashi K, Garg B, Tiriac H, Bernard V, Semaan A, Grem JL, Caffrey TC, Burks JK, Lowy AM, Aguirre AJ, Grandgenett PM, Hollingsworth MA, Guerrero PA, Wang L, Maitra A. Spatial mapping of transcriptomic plasticity in metastatic pancreatic cancer. Nature 2025:10.1038/s41586-025-08927-x. [PMID: 40269162 DOI: 10.1038/s41586-025-08927-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 03/20/2025] [Indexed: 04/25/2025]
Abstract
Patients with treatment-refractory pancreatic cancer often succumb to systemic metastases1-3; however, the transcriptomic heterogeneity that underlies therapeutic recalcitrance remains understudied, particularly in a spatial context. Here we construct high-resolution maps of lineage states, clonal architecture and the tumour microenvironment (TME) using spatially resolved transcriptomics from 55 samples of primary tumour and metastases (liver, lung and peritoneum) collected from rapid autopsies of 13 people. We observe discernible transcriptomic shifts in cancer-cell lineage states as tumours transition from primary sites to organ-specific metastases, with the most pronounced intra-patient distinctions between liver and lung. Phylogenetic trees constructed from inferred copy number variations in primary and metastatic loci in each patient highlight diverse patient-specific evolutionary trajectories and clonal dissemination. We show that multiple tumour lineage states co-exist in each tissue, including concurrent metastatic foci in the same organ. Agnostic to tissue site, lineage states correlate with distinct TME features, such as the spatial proximity of TGFB1-expressing myofibroblastic cancer-associated fibroblasts (myCAFs) to aggressive 'basal-like' cancer cells, but not to cells in the 'classical' or 'intermediate' states. These findings were validated through orthogonal and cross-species analyses using mouse tissues and patient-derived organoids. Notably, basal-like cancer cells aligned with myCAFs correlate with plasma-cell exclusion from the tumour milieu, and neighbouring cell analyses suggest that CXCR4-CXCL12 signalling is the underlying basis for observed immune exclusion. Collectively, our findings underscore the profound transcriptomic heterogeneity and microenvironmental dynamics that characterize treatment-refractory pancreatic cancer.
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Affiliation(s)
- Guangsheng Pei
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jimin Min
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kimal I Rajapakshe
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vittorio Branchi
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yunhe Liu
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Benson Chellakkan Selvanesan
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Fredrik Thege
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Dorsay Sadeghian
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Daiwei Zhang
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Biostatistics, University of North Carolina, Chapel Hill, NC, USA
- Department of Genetics, University of North Carolina, Chapel Hill, NC, USA
| | - Kyung Serk Cho
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yanshuo Chu
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Enyu Dai
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Guangchun Han
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mingyao Li
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Cassian Yee
- Department of Melanoma Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Immunology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kazuki Takahashi
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Bharti Garg
- Department of Surgery, Division of Surgical Oncology, Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Herve Tiriac
- Department of Surgery, Division of Surgical Oncology, Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Vincent Bernard
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alexander Semaan
- Department of Surgery, University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Jean L Grem
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Thomas C Caffrey
- Eppley Institute for Research in Cancer and Allied Diseases, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Jared K Burks
- Department of Leukemia and Division of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andrew M Lowy
- Department of Surgery, Division of Surgical Oncology, Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Andrew J Aguirre
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Paul M Grandgenett
- Eppley Institute for Research in Cancer and Allied Diseases, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Michael A Hollingsworth
- Eppley Institute for Research in Cancer and Allied Diseases, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Paola A Guerrero
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Linghua Wang
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- University of Texas MD Anderson Cancer Center UTHealth Houston Graduate School of Biomedical Sciences, Houston, TX, USA.
- James P. Allison Institute, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Institute for Data Science in Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Anirban Maitra
- Sheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Department of Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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5
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Shakiba M, Tuveson DA. Macrophages and fibroblasts as regulators of the immune response in pancreatic cancer. Nat Immunol 2025:10.1038/s41590-025-02134-6. [PMID: 40263612 DOI: 10.1038/s41590-025-02134-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Accepted: 03/13/2025] [Indexed: 04/24/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the few cancers that has yet to benefit from immunotherapies. This is primarily a result of its characteristic 'cold' tumor microenvironment composed of cancer-associated fibroblasts (CAFs), a dense network of extracellular matrix and several immune cell types, the most abundant of which are the tumor-associated macrophages (TAMs). Advances in single-cell and spatial technologies have elucidated the vast functional heterogeneity of CAFs and TAMs, their symbiotic relationship and their cooperative role in the tumor microenvironment. In this Review, we provide an overview of the heterogeneity of CAFs and TAMs, how they establish an immunosuppressive microenvironment and their collaboration in the remodeling of the extracellular matrix. Finally, we examine why the impact of immunotherapy in PDAC has been limited and how a detailed molecular and spatial understanding of the combined role of CAFs and TAMs is paramount to the design of effective therapies.
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Affiliation(s)
- Mojdeh Shakiba
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY, USA
| | - David A Tuveson
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA.
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, NY, USA.
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6
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Yao N, Jing N, Lin J, Niu W, Yan W, Yuan H, Xiong Z, Hou Q, Qiao X, Liu Q, Cao J, Li N. Patient-derived tumor organoids for cancer immunotherapy: culture techniques and clinical application. Invest New Drugs 2025:10.1007/s10637-025-01523-w. [PMID: 40232355 DOI: 10.1007/s10637-025-01523-w] [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: 11/15/2024] [Accepted: 03/03/2025] [Indexed: 04/16/2025]
Abstract
Cancer immunotherapy has revolutionized tumor treatment. However, robust and effective testing platforms remain lacking, especially for the selection of the optimized therapy at the patient-specific level. Unlike conventional treatment evaluations, testing platforms for cancer immunotherapy must incorporate not only tumor cells but also the tumor microenvironment (TME), including immune components. Recently, emergence of patient-derived tumor organoids (PDTOs), an in vitro preclinical model, has provided a novel approach for studying tumor evolution and assessing treatment responses, and shows great potential when coculturing with immune cells to study the mechanisms of immunotherapy efficacy and resistance. However, traditional organoid technology is limited in capturing the full impact of the TME on tumor behaviors due to the absence of stromal components. To circumvent these restrictions, complex organoid cocultures with immune cells, cancer-associated fibroblasts and vasculatures are developed. In this review, we summarized recent advances in PDTO culture techniques for modeling the TME and explored the application of complex tumor organoids in cancer immunotherapy.
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Affiliation(s)
- Ningning Yao
- Department of Radiotherapy, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, No.3, Zhigong New Street, Xinghualing District, Taiyuan, 030013, China
| | - Na Jing
- Department of Radiotherapy, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, No.3, Zhigong New Street, Xinghualing District, Taiyuan, 030013, China
| | - Jianzhong Lin
- Department of Urology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, 210011, China
| | - Wenxia Niu
- Department of Oncology, The Second Clinical Medical College of Shanxi Medical University, Shanxi Medical University, Taiyuan, 030001, China
| | - Wenxing Yan
- Department of Radiotherapy, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, No.3, Zhigong New Street, Xinghualing District, Taiyuan, 030013, China
| | - Hongqin Yuan
- Department of Radiotherapy, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, No.3, Zhigong New Street, Xinghualing District, Taiyuan, 030013, China
| | - Zeyi Xiong
- Department of Radiotherapy, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, No.3, Zhigong New Street, Xinghualing District, Taiyuan, 030013, China
| | - Qing Hou
- Department of Radiotherapy, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, No.3, Zhigong New Street, Xinghualing District, Taiyuan, 030013, China
| | - Xiaxi Qiao
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Quanming Liu
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jianzhong Cao
- Department of Radiotherapy, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, No.3, Zhigong New Street, Xinghualing District, Taiyuan, 030013, China.
| | - Ning Li
- Department of Radiotherapy, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, No.3, Zhigong New Street, Xinghualing District, Taiyuan, 030013, China.
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7
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Lloyd EG, Jihad M, Manansala JS, Li W, Cheng PS, Mucciolo G, Zaccaria M, Teles SP, Henríquez JA, Harish S, Brais R, Ashworth S, Luo W, Johnson PM, Veghini L, Vallespinos M, Corbo V, Biffi G. SMAD4 and KRAS Status Shapes Cancer Cell-Stromal Cross-Talk and Therapeutic Response in Pancreatic Cancer. Cancer Res 2025; 85:1368-1389. [PMID: 39841099 PMCID: PMC7617379 DOI: 10.1158/0008-5472.can-24-2330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Revised: 12/09/2024] [Accepted: 01/08/2025] [Indexed: 01/23/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) contains an extensive stroma that modulates response to therapy, contributing to the dismal prognosis associated with this cancer. Evidence suggests that PDAC stromal composition is shaped by mutations within malignant cells, but most previous work has focused on preclinical models driven by KrasG12D and mutant Trp53. Elucidation of the contribution of additional known oncogenic drivers, including KrasG12V mutation and Smad4 loss, is needed to increase the understanding of malignant cell-stromal cell cross-talk in PDAC. In this study, we used single-cell RNA sequencing to analyze the cellular landscape of Trp53-mutant mouse models driven by KrasG12D or KrasG12V, in which Smad4 was wild type or deleted. KrasG12DSmad4-deleted PDAC developed a fibro-inflammatory rich stroma with increased malignant JAK/STAT cell signaling and enhanced therapeutic response to JAK/STAT inhibition. SMAD4 loss in KrasG12V PDAC differently altered the tumor microenvironment compared with KrasG12D PDAC, and the malignant compartment lacked JAK/STAT signaling dependency. Thus, malignant cell genotype affects cancer cell and stromal cell phenotypes in PDAC, directly affecting therapeutic efficacy. Significance: SMAD4 loss differentially impacts malignant cell-stromal cell signaling and treatment sensitivity of pancreatic tumors driven by KRASG12D or KRASG12V, highlighting the importance of understanding genotype-phenotype relationships for precision therapy.
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Affiliation(s)
- Eloise G. Lloyd
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Muntadher Jihad
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Judhell S. Manansala
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Wenlong Li
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Priscilla S.W. Cheng
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Gianluca Mucciolo
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Marta Zaccaria
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Sara Pinto Teles
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Joaquín Araos Henríquez
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Sneha Harish
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Rebecca Brais
- Histopathology, Cambridge University Hospitals NHS Foundation Trust, Addenbrooke’s Hospital, Cambridge, UK
| | - Sally Ashworth
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Weike Luo
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Paul M. Johnson
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Lisa Veghini
- Department of Engineering for Innovation Medicine, University of Verona, Verona, Italy
| | - Mireia Vallespinos
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
| | - Vincenzo Corbo
- Department of Engineering for Innovation Medicine, University of Verona, Verona, Italy
- ARC-Net Research Centre, University of Verona, Verona, Italy
| | - Giulia Biffi
- University of Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson way, CB2 0RE, Cambridge, UK
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8
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Ma Z, Yu D, Tan S, Li H, Zhou F, Qiu L, Xie X, Wu X. CXCL12 alone is enough to Reprogram Normal Fibroblasts into Cancer-Associated Fibroblasts. Cell Death Discov 2025; 11:156. [PMID: 40199862 PMCID: PMC11978793 DOI: 10.1038/s41420-025-02420-0] [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: 07/16/2024] [Revised: 02/26/2025] [Accepted: 03/20/2025] [Indexed: 04/10/2025] Open
Abstract
Cancer-associated fibroblasts (CAFs) are critical components of the tumor microenvironment (TME), playing significant roles in regulating cancer progression. However, the underlying mechanism of CAFs activation remains elusive. In this study, we aim to investigates the mechanisms by which CAFs promote the conversion of normal fibroblasts (NFs) to CAFs in lung cancer, with a focus on the role of p53 mutations and the CXCL12/STAT3 signaling axis. We found that CAFs significantly induced NFs to acquire CAFs properties (called CEFs), including upregulation of α-SMA and Vimentin, enhanced proliferation and migration, and increased ability to promote lung cancer cell migration. In vivo, CEFs accelerated A549 xenograft growth and induced spontaneous lung metastasis. CXCL12 was identified as a key factor in NFs-to-CEFs conversion, with its expression positively correlated with CAFs markers in lung cancer. Further investigation confirmed that CXCL12 is sufficient to reprogram NFs into CAFs through the STAT3 pathway. Notably, inhibiting CXCL12 signaling and the STAT3 pathway reduced the conversion of NFs to CAFs, thereby hindering lung cancer progression progression both in vitro and in vivo. Our study reveals CAFs could promote the conversion of NFs to CAFs-like cells through the CXCL12/STAT3 axis, enhancing tumor growth and metastasis in lung cancer. Therefore, inhibition of the CXCL12/STAT3 axis is a promising strategy for the treatment of lung cancers and other CXCL12-dependent malignancies.
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Affiliation(s)
- Zelong Ma
- Laboratory of Molecular Genetics of Aging & Tumor, Medical School, Kunming University of Science and Technology, Chenggong Campus, 727 South Jingming Road, Kunming, Yunnan, 650500, China
| | - Diping Yu
- Department of Pathology, Pu'er People's Hospital, Pu'er, Yunnan, 665000, China
| | - Siqi Tan
- Laboratory of Molecular Genetics of Aging & Tumor, Medical School, Kunming University of Science and Technology, Chenggong Campus, 727 South Jingming Road, Kunming, Yunnan, 650500, China
| | - Hao Li
- Laboratory of Molecular Genetics of Aging & Tumor, Medical School, Kunming University of Science and Technology, Chenggong Campus, 727 South Jingming Road, Kunming, Yunnan, 650500, China
| | - Faxiao Zhou
- Laboratory of Molecular Genetics of Aging & Tumor, Medical School, Kunming University of Science and Technology, Chenggong Campus, 727 South Jingming Road, Kunming, Yunnan, 650500, China
| | - Lei Qiu
- Laboratory of Molecular Genetics of Aging & Tumor, Medical School, Kunming University of Science and Technology, Chenggong Campus, 727 South Jingming Road, Kunming, Yunnan, 650500, China
| | - Xiaoli Xie
- Laboratory of Molecular Genetics of Aging & Tumor, Medical School, Kunming University of Science and Technology, Chenggong Campus, 727 South Jingming Road, Kunming, Yunnan, 650500, China
| | - Xiaoming Wu
- Laboratory of Molecular Genetics of Aging & Tumor, Medical School, Kunming University of Science and Technology, Chenggong Campus, 727 South Jingming Road, Kunming, Yunnan, 650500, China.
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9
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Liu S, Liu C, He Y, Li J. Benign non-immune cells in tumor microenvironment. Front Immunol 2025; 16:1561577. [PMID: 40248695 PMCID: PMC12003390 DOI: 10.3389/fimmu.2025.1561577] [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: 01/20/2025] [Accepted: 02/24/2025] [Indexed: 04/19/2025] Open
Abstract
The tumor microenvironment (TME) is a highly complex and continuous evolving ecosystem, consisting of a diverse array of cellular and non-cellular components. Among these, benign non-immune cells, including cancer-associated fibroblasts (CAFs), adipocytes, endothelial cells (ECs), pericytes (PCs), Schwann cells (SCs) and others, are crucial factors for tumor development. Benign non-immune cells within the TME interact with both tumor cells and immune cells. These interactions contribute to tumor progression through both direct contact and indirect communication. Numerous studies have highlighted the role that benign non-immune cells exert on tumor progression and potential tumor-promoting mechanisms via multiple signaling pathways and factors. However, these benign non-immune cells may play different roles across cancer types. Therefore, it is important to understand the potential roles of benign non-immune cells within the TME based on tumor heterogeneity. A deep understanding allows us to develop novel cancer therapies by targeting these cells. In this review, we will introduce several types of benign non-immune cells that exert on different cancer types according to tumor heterogeneity and their roles in the TME.
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Affiliation(s)
- Shaowen Liu
- State Key Laboratory of Natural Medicines, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Chunhui Liu
- The First Affiliated Hospital, College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
- Henan Key Laboratory of Molecular Pathology, Zhengzhou, China
| | - Yuan He
- State Key Laboratory of Natural Medicines, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Jun Li
- Henan Key Laboratory of Molecular Pathology, Zhengzhou, China
- Department of Molecular Pathology, Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
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10
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Yang J, Xin B, Wang X, Wan Y. Cancer-associated fibroblasts in breast cancer in the single-cell era: Opportunities and challenges. Biochim Biophys Acta Rev Cancer 2025; 1880:189291. [PMID: 40024607 DOI: 10.1016/j.bbcan.2025.189291] [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: 09/27/2024] [Revised: 02/20/2025] [Accepted: 02/24/2025] [Indexed: 03/04/2025]
Abstract
Breast cancer is a leading cause of morbidity and mortality in women, and its progression is closely linked to the tumor microenvironment (TME). Cancer-associated fibroblasts (CAFs), key components of the TME, play a crucial role in promoting tumor growth by driving cancer cell proliferation, invasion, extracellular matrix (ECM) remodeling, inflammation, chemoresistance, and immunosuppression. CAFs exhibit considerable heterogeneity and are classified into subgroups based on different combinations of biomarkers. Single-cell RNA sequencing (scRNA-seq) enables high-throughput and high-resolution analysis of individual cells. Relying on this technology, it is possible to cluster complex CAFs according to different biomarkers to analyze the specific phenotypes and functions of different subpopulations. This review explores CAF clusters in breast cancer and their associated biomarkers, highlighting their roles in disease progression and potential for targeted therapies.
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Affiliation(s)
- Jingtong Yang
- China-Japan Union Hospital of Jilin University, Jilin University, Changchun 130033, Jilin, China
| | - Benkai Xin
- China-Japan Union Hospital of Jilin University, Jilin University, Changchun 130033, Jilin, China
| | - Xiaoyu Wang
- China-Japan Union Hospital of Jilin University, Jilin University, Changchun 130033, Jilin, China
| | - Youzhong Wan
- China-Japan Union Hospital of Jilin University, Jilin University, Changchun 130033, Jilin, China.
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11
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Quemerais C, Jean C, Brunel A, Decaup E, Labrousse G, Audureau H, Raffenne J, Belhabib I, Cros J, Perraud A, Dusetti N, Nicolle R, Mathonnet M, Pyronnet S, Martineau Y, Fanjul M, Bousquet C. Unveiling FKBP7 as an early endoplasmic reticulum sentinel in pancreatic stellate cell activation, collagen remodeling and tumor progression. Cancer Lett 2025; 614:217538. [PMID: 39924075 DOI: 10.1016/j.canlet.2025.217538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Revised: 01/21/2025] [Accepted: 02/06/2025] [Indexed: 02/11/2025]
Abstract
In pancreatic ductal adenocarcinoma (PDAC), fibroblast activation leads to excessive secretion of extracellular matrix (ECM) and soluble factors that regulate tumor progression, prompting investigation into endoplasmic reticulum (ER)-resident proteins that may support this activation. We identified FKBP7, a peptidyl-prolyl isomerase in the ER, as overexpressed in PDAC stroma compared to cancer cells, and in patients with favorable prognosis. Analysis of single-cell RNA sequencing databases revealed FKBP7 expression in pancreatic stellate cells (PSCs) and cancer-associated fibroblasts (CAFs). When analyzed by immunohistochemistry on PDAC patient tissues, FKBP7 emerged as an early activation marker in the preneoplastic stroma, preceding αSMA expression, and responding to FAK- and TGFβ-induced stiffening and pro-fibrotic programs in PSCs. Functional analyses revealed that FKBP7 knockdown in PSCs enhanced contractility, Rho/FAK signaling, and secretion of pro-inflammatory cytokines as well as remodeling of type I collagen, promoting an activated phenotype and accelerating tumor growth in vivo. Conversely, FKBP7 expression supported a tumor-restraining (i.e. encapsulating) ECM characterized by type IV collagen. Mechanistically, FKBP7 interacts with BiP, and blocking this interaction instead leads to increased PSC secretion of type I collagen. Thus, FKBP7 serves as a novel PSC marker and ER regulator in a complex with BiP of the secretion of specific collagen subtypes, highlighting its potential to mediate ECM normalization and constrain PDAC tumorigenesis.
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Affiliation(s)
- Christophe Quemerais
- Cancer Research Center of Toulouse (CRCT), INSERM UMR-1037, CNRS UMR-5071, Team « Labellisée Ligue Contre le Cancer EL2021», University of Toulouse, France
| | - Christine Jean
- Cancer Research Center of Toulouse (CRCT), INSERM UMR-1037, CNRS UMR-5071, Team « Labellisée Ligue Contre le Cancer EL2021», University of Toulouse, France
| | - Alexia Brunel
- Cancer Research Center of Toulouse (CRCT), INSERM UMR-1037, CNRS UMR-5071, Team « Labellisée Ligue Contre le Cancer EL2021», University of Toulouse, France
| | - Emilie Decaup
- Cancer Research Center of Toulouse (CRCT), INSERM UMR-1037, CNRS UMR-5071, Team « Labellisée Ligue Contre le Cancer EL2021», University of Toulouse, France
| | - Guillaume Labrousse
- Cancer Research Center of Toulouse (CRCT), INSERM UMR-1037, CNRS UMR-5071, Team « Labellisée Ligue Contre le Cancer EL2021», University of Toulouse, France
| | - Hippolyte Audureau
- Cancer Research Center of Toulouse (CRCT), INSERM UMR-1037, CNRS UMR-5071, Team « Labellisée Ligue Contre le Cancer EL2021», University of Toulouse, France
| | - Jérôme Raffenne
- Cancer Research Center of Toulouse (CRCT), INSERM UMR-1037, CNRS UMR-5071, Team « Labellisée Ligue Contre le Cancer EL2021», University of Toulouse, France
| | - Ismahane Belhabib
- Cancer Research Center of Toulouse (CRCT), INSERM UMR-1037, CNRS UMR-5071, Team « Labellisée Ligue Contre le Cancer EL2021», University of Toulouse, France
| | - Jérôme Cros
- Department of Pathology, Beaujon-Bichat University Hospital - Paris Diderot University, Clichy, France
| | - Aurélie Perraud
- EA 3842 Laboratory, Medicine and Pharmacy Faculties, University of Limoges, France
| | - Nelson Dusetti
- Cancer Research Center of Marseille (CRCM), INSERM UMR-1068, CNRS UMR-7258, Marseille, France
| | - Remy Nicolle
- Center of Research on Inflammation (CRI), INSERM U1149, Paris, France
| | - Muriel Mathonnet
- EA 3842 Laboratory, Medicine and Pharmacy Faculties, University of Limoges, France
| | - Stéphane Pyronnet
- Cancer Research Center of Toulouse (CRCT), INSERM UMR-1037, CNRS UMR-5071, Team « Labellisée Ligue Contre le Cancer EL2021», University of Toulouse, France
| | - Yvan Martineau
- Cancer Research Center of Toulouse (CRCT), INSERM UMR-1037, CNRS UMR-5071, Team « Labellisée Ligue Contre le Cancer EL2021», University of Toulouse, France
| | - Marjorie Fanjul
- Cancer Research Center of Toulouse (CRCT), INSERM UMR-1037, CNRS UMR-5071, Team « Labellisée Ligue Contre le Cancer EL2021», University of Toulouse, France
| | - Corinne Bousquet
- Cancer Research Center of Toulouse (CRCT), INSERM UMR-1037, CNRS UMR-5071, Team « Labellisée Ligue Contre le Cancer EL2021», University of Toulouse, France.
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12
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Mukhare R, Gandhi KA, Kadam A, Raja A, Singh A, Madhav M, Chaubal R, Pandey S, Gupta S. Integration of Organoids With CRISPR Screens: A Narrative Review. Biol Cell 2025; 117:e70006. [PMID: 40223602 PMCID: PMC11995251 DOI: 10.1111/boc.70006] [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: 03/05/2025] [Revised: 03/05/2025] [Accepted: 03/18/2025] [Indexed: 04/15/2025]
Abstract
Organoids represent a significant advancement in disease modeling, demonstrated by their capacity to mimic the physiological/pathological structure and functional characteristics of the native tissue. Recently CRISPR/Cas9 technology has emerged as a powerful tool in combination with organoids for the development of novel therapies in preclinical settings. This review explores the current literature on applications of pooled CRISPR screening in organoids and the emerging role of these models in understanding cancer. We highlight the evolution of genome-wide CRISPR gRNA library screens in organoids, noting their increasing adoption in the field over the past decade. Noteworthy studies utilizing these screens to investigate oncogenic vulnerabilities and developmental pathways in various organoid systems are discussed. Despite the promise organoids hold, challenges such as standardization, reproducibility, and the complexity of data interpretation remain. The review also addresses the ideas of assessing tumor organoids (tumoroids) against established cancer hallmarks and the potential of studying intercellular cooperation within these models. Ultimately, we propose that organoids, particularly when personalized for patient-specific applications, could revolutionize drug screening and therapeutic approaches, minimizing the reliance on traditional animal models and enhancing the precision of clinical interventions.
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Affiliation(s)
- Rushikesh Mukhare
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in CancerTata Memorial CentreNavi MumbaiMaharashtraIndia
- Training School ComplexHomi Bhabha National InstituteMumbaiMaharashtraIndia
- Department of Medical OncologyTata Memorial Hospital, Tata Memorial CentreMumbaiMaharashtraIndia
| | - Khushboo A. Gandhi
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in CancerTata Memorial CentreNavi MumbaiMaharashtraIndia
| | - Anushree Kadam
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in CancerTata Memorial CentreNavi MumbaiMaharashtraIndia
| | - Aishwarya Raja
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in CancerTata Memorial CentreNavi MumbaiMaharashtraIndia
- Training School ComplexHomi Bhabha National InstituteMumbaiMaharashtraIndia
- Department of Medical OncologyTata Memorial Hospital, Tata Memorial CentreMumbaiMaharashtraIndia
| | - Ankita Singh
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in CancerTata Memorial CentreNavi MumbaiMaharashtraIndia
| | - Mrudula Madhav
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in CancerTata Memorial CentreNavi MumbaiMaharashtraIndia
| | - Rohan Chaubal
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in CancerTata Memorial CentreNavi MumbaiMaharashtraIndia
- Training School ComplexHomi Bhabha National InstituteMumbaiMaharashtraIndia
- Department of Surgical OncologyTata Memorial Hospital, Tata Memorial CentreMumbaiMaharashtraIndia
| | - Shwetali Pandey
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in CancerTata Memorial CentreNavi MumbaiMaharashtraIndia
| | - Sudeep Gupta
- Clinical Genomics and Hypoxia Lab (Clinician Scientist Laboratory), Advanced Centre for Treatment, Research, and Education in CancerTata Memorial CentreNavi MumbaiMaharashtraIndia
- Department of Medical OncologyTata Memorial Hospital, Tata Memorial CentreMumbaiMaharashtraIndia
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13
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Kugiyama N, Nagaoka K, Yamada R, Watanabe T, Yamazaki H, Ushijima S, Otsuka F, Uramoto Y, Iwasaki H, Yoshinari M, Hashigo S, Hayashi H, Ishimoto T, Komohara Y, Tanaka Y. Serum Mac2-binding protein glycosylated isomer (M2BPGi) as a prognostic biomarker in pancreatic ductal adenocarcinoma: iCAFs-derived M2BPGi drives tumor invasion. J Gastroenterol 2025; 60:479-495. [PMID: 39661112 DOI: 10.1007/s00535-024-02195-8] [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: 10/16/2024] [Accepted: 11/27/2024] [Indexed: 12/12/2024]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is an aggressive malignancy with a poor prognosis. Mac2-binding protein glycosylated isomer (M2BPGi), a known biomarker for liver fibrosis, is also elevated in other fibrotic tissues. However, its role in PDAC remains unexplored. This study investigates the potential of M2BPGi as a prognostic biomarker for PDAC and elucidates its role in cancer progression. METHODS We analyzed serum M2BPGi levels in 83 PDAC patients and 60 healthy controls, examining the relationship with clinical outcomes. Tissue immunostaining and in vitro experiments were conducted to investigate M2BPGi-secreting cells and its role. RESULTS Serum M2BPGi levels were significantly higher in PDAC patients than in controls (0.98 vs. 0.59, p < 0.0001). Notably, elevated serum M2BPGi was associated with worse progression-free survival (144 days vs. 260 days, p = 0.017) and overall survival (OS) (245 days vs. 541 days, p < 0.001) following chemotherapy. Multivariable Cox regression analysis further confirmed that a high serum M2BPGi level is an independent risk factor for OS (HR: 2.44, 95% CI 1.26-4.74, p = 0.008). Immunostaining revealed that M2BPGi is secreted by both cancer cells and cancer-associated fibroblasts (CAFs), with high M2BP expression in CAFs correlating with poor prognosis. Furthermore, M2BPGi-secreting CAFs exhibited characteristics of inflammatory CAFs. M2BPGi directly activated mTOR signaling and epithelial-mesenchymal transition in PDAC cells, enhancing their invasive and migratory capabilities. CONCLUSIONS Our findings identify M2BPGi as a promising prognostic biomarker for PDAC. Moreover, we demonstrate that inflammatory CAFs promote tumor invasion and contribute to poor outcomes by secreting M2BPGi, revealing a novel mechanism of PDAC progression.
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Affiliation(s)
- Naotaka Kugiyama
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto-shi, Kumamoto, 860-0811, Japan
| | - Katsuya Nagaoka
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto-shi, Kumamoto, 860-0811, Japan
| | - Rin Yamada
- Department of Cell Pathology, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Takehisa Watanabe
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto-shi, Kumamoto, 860-0811, Japan
| | - Hajime Yamazaki
- Section of Clinical Epidemiology, Department of Community Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Shinya Ushijima
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto-shi, Kumamoto, 860-0811, Japan
| | - Fumiya Otsuka
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto-shi, Kumamoto, 860-0811, Japan
| | - Yukiko Uramoto
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto-shi, Kumamoto, 860-0811, Japan
| | - Hajime Iwasaki
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto-shi, Kumamoto, 860-0811, Japan
| | - Motohiro Yoshinari
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto-shi, Kumamoto, 860-0811, Japan
| | - Shunpei Hashigo
- Department of Gastroenterology and Hepatology, Kumamoto City Hospital, Kumamoto, Japan
| | - Hiromitsu Hayashi
- Department of Gastroenterological Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Takatsugu Ishimoto
- Department of Gastroenterological Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
- Division of Carcinogenesis, The Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yoshihiro Komohara
- Department of Cell Pathology, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Yasuhito Tanaka
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo, Chuo-ku, Kumamoto-shi, Kumamoto, 860-0811, Japan.
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14
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Ganbold M, Louphrasitthiphol P, Miyamoto T, Miyazaki Y, Oda T, Tominaga K, Isoda H. Isorhamnetin exerts anti-proliferative effect on cancer-associated fibroblasts by inducing cell cycle arrest. Biomed Pharmacother 2025; 185:117954. [PMID: 40031374 DOI: 10.1016/j.biopha.2025.117954] [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: 11/25/2024] [Revised: 02/16/2025] [Accepted: 02/27/2025] [Indexed: 03/05/2025] Open
Abstract
Isorhamnetin (ISO), a dietary flavonoid, has been shown to possess antioxidant, anti-cancer, and anti-inflammatory properties. Cancer-associated fibroblasts (CAFs), found in the tumor microenvironment of several types of cancer including pancreatic ductal adenocarcinoma (PDAC) impact the tumor growth and development of chemoresistance. Thus, modulating CAFs is an attractive mean to increase the efficacy of therapies targeting cancer cells. In this study, the anti-proliferative effect of ISO and the underlying transcriptomic profile of ISO-treated PDAC-derived CAFs were investigated. ISO treatment showed a time- and concentration-dependent decrease in cell viability with a slight increase in apoptotic cells. Microarray and cell cycle analyses revealed ISO induced downregulation of pathways in cell cycle and DNA replication; and G2/M checkpoint. Cell cycle analysis showed cells in the G2/M phase were increased. In response to the treatment, hallmark for p53 pathway genes, known to regulate cell cycle checkpoints, were highly upregulated. Moreover, ISO-treated cells had an increased area of the mitochondrial network, but lower mitochondrial membrane potential accompanied by a decrease of ATP production, measured by oxygen consumption rate. Inflammatory gene expression of IL1A1, IL6, CXCL1, and LIF were significantly inhibited in ISO-treated CAFs. Taken together, our results demonstrated that the cytostatic effect of ISO on human CAFs was mediated by inducing cell cycle arrest at G2/M phase associated with activation of p21, impaired mitochondrial homeostasis, and inhibition of inflammatory mediators gene expression, warranting further investigation for its use in combinatorial therapy that target both the cancer and the tumor microenvironment as a whole.
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Affiliation(s)
- Munkhzul Ganbold
- Open Innovation Laboratory for Food and Medicinal Resource Engineering (FoodMed-OIL), National Institute of Advanced Science and Technology (AIST), Tsukuba, Japan
| | - Pakavarin Louphrasitthiphol
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, Tsukuba, Japan; Ludwig Institute for Cancer Research, Nuffield Department of Clinical Medicine, University of Oxford, Headington, Oxford, UK
| | - Takafumi Miyamoto
- Department of Internal Medicine (Endocrinology and Metabolism), Institute of Medicine, University of Tsukuba, Tsukuba, Japan; Transborder Medical Research Center, University of Tsukuba, Tsukuba, Japan
| | - Yoshihiro Miyazaki
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Tatsuya Oda
- Department of Gastrointestinal and Hepato-Biliary-Pancreatic Surgery, Faculty of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Kenichi Tominaga
- Open Innovation Laboratory for Food and Medicinal Resource Engineering (FoodMed-OIL), National Institute of Advanced Science and Technology (AIST), Tsukuba, Japan
| | - Hiroko Isoda
- Open Innovation Laboratory for Food and Medicinal Resource Engineering (FoodMed-OIL), National Institute of Advanced Science and Technology (AIST), Tsukuba, Japan; Alliance for Research on the Mediterranean and North Africa (ARENA), University of Tsukuba, Tsukuba, Japan; Institute of Life and Environmental Sciences, University of Tsukuba, Tsukuba, Japan.
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15
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Cao M, Peng W, Cheng B, Wang R, Chen W, Liu L, Huang H, Chen S, Cui H, Liang J, Zhou Q, Xiong S, Bai S, Liu L, Zhao Y. PPY-Induced iCAFs Cultivate an Immunosuppressive Microenvironment in Pancreatic Cancer. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025:e2413432. [PMID: 40162859 DOI: 10.1002/advs.202413432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Revised: 02/20/2025] [Indexed: 04/02/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is characterized by cancer cells surrounded by affluent stromal components, which may underlie their limited response to various therapeutic interventions, including immunotherapy. Inflammatory cancer-associated fibroblasts (iCAFs), a crucial subset of CAFs within the PDAC microenvironment, play a pivotal role in shaping an immunosuppressive microenvironment. In this study, single-cell RNA sequencing analysis is performed to screen for cancer cells-secreted proteins associated with iCAF induction, and PPY (pancreatic polypeptide) is validated as a potent inducer. Unlike previously reported iCAF inducers, PPY is a gastrointestinal hormone predominantly expressed in the pancreas, suggesting that targeting it may have minimal systemic effects. Multiplex immunohistochemistry (mIHC) on human PDAC tissue microarrays, orthotopic allograft mouse models, and co-culture experiments are utilized to validate the crucial role of PPY in iCAF induction. Mechanistic studies integrating mRNA sequencing, immunoprecipitation-mass spectrometry, and molecular docking reveal that PPY induces iCAFs by activating the non-canonical NF-κB pathway through EGFR. Importantly, targeting PPY enhanced the efficacy of anti-PD-1 immunotherapy in KPC (KrasLSL-G12D/+; Trp53LSL-R172H/+; Pdx1-Cre) mice, as evidenced by reduced tumor burden on PET-CT imaging and improved survival. This research is expected to provide a novel strategy for improving immunotherapy in PDAC by targeting a key inducer of iCAFs.
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Affiliation(s)
- Mengdie Cao
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Wang Peng
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Bin Cheng
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Ronghua Wang
- Department of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15213, USA
| | - Wei Chen
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- School of Life Sciences, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong, 999077, China
| | - Luyao Liu
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Hai Huang
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Shiru Chen
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Haochen Cui
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - JingWen Liang
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Qiaodan Zhou
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Si Xiong
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Shuya Bai
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Luoxia Liu
- Department of Nuclear Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Yuchong Zhao
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
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Caronni N, La Terza F, Frosio L, Ostuni R. IL-1β + macrophages and the control of pathogenic inflammation in cancer. Trends Immunol 2025:S1471-4906(25)00059-6. [PMID: 40169292 DOI: 10.1016/j.it.2025.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Revised: 02/27/2025] [Accepted: 03/07/2025] [Indexed: 04/03/2025]
Abstract
While highlighting the complexity and heterogeneity of tumor immune microenvironments, the application of single-cell analyses in human cancers has identified recurrent subsets of tumor-associated macrophages (TAMs). Among these, interleukin (IL)-1β+ TAMs - cells with high levels of expression of inflammatory response and tissue repair genes, but with limited capacity to stimulate cytotoxic immunity - are emerging as key drivers of pathogenic inflammation in cancer. In this review we discuss recent literature defining the phenotypical, molecular, and functional properties of IL-1β+ TAMs, as well as their temporal dynamics and spatial organization. Elucidating the biology of these cells across tumor initiation, progression, metastasis, and therapy could inform the design and interpretation of clinical trials targeting IL-1β and/or other inflammatory factors in cancer immunotherapy.
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Affiliation(s)
- Nicoletta Caronni
- San Raffaele Telethon Institute for Gene Therapy (SR-Tiget), IRCCS San Raffaele Scientific Institute, Milan, Italy.
| | - Federica La Terza
- San Raffaele Telethon Institute for Gene Therapy (SR-Tiget), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Luca Frosio
- San Raffaele Telethon Institute for Gene Therapy (SR-Tiget), IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Renato Ostuni
- San Raffaele Telethon Institute for Gene Therapy (SR-Tiget), IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute, Milan, Italy.
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17
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Luanpitpong S, Janan M, Poohadsuan J, Rodboon N, Samart P, Rungarunlert S, Issaragrisil S. A High-Throughput, Three-Dimensional Multiple Myeloma Model Recapitulating Tumor-Stroma Interactions for CAR-Immune Cell-Mediated Cytotoxicity Assay. Immunotargets Ther 2025; 14:321-338. [PMID: 40182067 PMCID: PMC11967349 DOI: 10.2147/itt.s503984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Accepted: 03/18/2025] [Indexed: 04/05/2025] Open
Abstract
Background Multiple myeloma (MM) is characterized by an excessive proliferation of clonal plasma cells in the bone marrow (BM). Components in BM niche contribute to the immunosuppressive tumor microenvironment (TME), but three-dimensional (3D) MM models that recreate the complex TME and enable high-throughput cytotoxicity assay of chimeric antigen receptor (CAR)-engineered immune cells are still lacking. Methods Stable, luciferase (Luc)-labeled target MM cells were generated using Luc/RFP dual reporter system to track MM growth. 3D spheroids were formed in a 96-well plate in the presence or absence of cancer-associated fibroblast (CAF)-like stromal cells activated by MM-derived conditioned medium and the cytotoxicity of CAR-immune cells, which were represented by third-generation anti-CD138 CAR-NK-92 cells, was evaluated by luciferase assay using a multimode microplate reader. Immune cell infiltration was visualized under a fluorescence microscope by using multiple fluorescent dyes. Results We first showed that luciferase assay provides a relatively simple and robust means to specifically monitor Luc-labeled tumor cell growth in a coculture system, allowing the high-throughput assessment of CAR-immune cytotoxicity. Through this assay, we demonstrated that CAF-like stromal cells impaired NK cell effector function in 2D culture and 3D spheroids, likely via paracrine signaling and physical barrier function. Importantly, we showed that 3D spheroids consisting of MM cells and CAF-like stromal cells provide a more comprehensive, physiologically relevant immuno-oncology model. Our established model could also be used to investigate the trafficking and infiltration of immune cells into the core of spheroids. Herein, we showed that CAR incorporation did improve the ability of NK cells to infiltrate 3D spheroids. Conclusion Our established 3D spheroid model, which partially recapitulates the complex TME with immunosuppressive environment, is suitable for high-throughput screening of CAR-immune cytotoxicity and could be important in accelerating immuno-oncology drug discovery for MM since there is a pressing need to establish innovative CAR-immune cells.
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Affiliation(s)
- Sudjit Luanpitpong
- Siriraj Center of Excellence for Stem Cell Research, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Siriraj Cell Factory for Cancer Immunotherapy, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Blood Products and Cellular Immunotherapy Research Group, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Montira Janan
- Siriraj Center of Excellence for Stem Cell Research, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Siriraj Cell Factory for Cancer Immunotherapy, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Blood Products and Cellular Immunotherapy Research Group, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Jirarat Poohadsuan
- Siriraj Center of Excellence for Stem Cell Research, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Napachai Rodboon
- Siriraj Center of Excellence for Stem Cell Research, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Parinya Samart
- Siriraj Center of Excellence for Stem Cell Research, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Sasitorn Rungarunlert
- Department of Preclinic and Applied Animal Science, Faculty of Veterinary Science, Mahidol University, Nakhon Pathom, Thailand
| | - Surapol Issaragrisil
- Siriraj Center of Excellence for Stem Cell Research, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Division of Hematology, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- BDMS Center of Excellence for Hematology, Wattanosoth Cancer Hospital, Bangkok, Thailand
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18
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Jia H, Chen X, Zhang L, Chen M. Cancer associated fibroblasts in cancer development and therapy. J Hematol Oncol 2025; 18:36. [PMID: 40156055 PMCID: PMC11954198 DOI: 10.1186/s13045-025-01688-0] [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: 01/22/2025] [Accepted: 03/12/2025] [Indexed: 04/01/2025] Open
Abstract
Cancer-associated fibroblasts (CAFs) are key players in cancer development and therapy, and they exhibit multifaceted roles in the tumor microenvironment (TME). From their diverse cellular origins, CAFs undergo phenotypic and functional transformation upon interacting with tumor cells and their presence can adversely influence treatment outcomes and the severity of the cancer. Emerging evidence from single-cell RNA sequencing (scRNA-seq) studies have highlighted the heterogeneity and plasticity of CAFs, with subtypes identifiable through distinct gene expression profiles and functional properties. CAFs influence cancer development through multiple mechanisms, including regulation of extracellular matrix (ECM) remodeling, direct promotion of tumor growth through provision of metabolic support, promoting epithelial-mesenchymal transition (EMT) to enhance cancer invasiveness and growth, as well as stimulating cancer stem cell properties within the tumor. Moreover, CAFs can induce an immunosuppressive TME and contribute to therapeutic resistance. In this review, we summarize the fundamental knowledge and recent advances regarding CAFs, focusing on their sophisticated roles in cancer development and potential as therapeutic targets. We discuss various strategies to target CAFs, including ECM modulation, direct elimination, interruption of CAF-TME crosstalk, and CAF normalization, as approaches to developing more effective treatments. An improved understanding of the complex interplay between CAFs and TME is crucial for developing new and effective targeted therapies for cancer.
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Affiliation(s)
- Hongyuan Jia
- Department of Radiation Oncology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China
| | - Xingmin Chen
- Department of Radiation Oncology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China
| | - Linling Zhang
- Department of Respiratory and Critical Care, Chengdu Third People's Hospital, Chengdu, China
| | - Meihua Chen
- Department of Radiation Oncology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China.
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19
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Kay EJ, Zanivan S. The tumor microenvironment is an ecosystem sustained by metabolic interactions. Cell Rep 2025; 44:115432. [PMID: 40088447 DOI: 10.1016/j.celrep.2025.115432] [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: 07/24/2024] [Revised: 12/09/2024] [Accepted: 02/24/2025] [Indexed: 03/17/2025] Open
Abstract
Cancer-associated fibroblasts (CAFs) and immune cells make up two major components of the tumor microenvironment (TME), contributing to an ecosystem that can either support or restrain cancer progression. Metabolism is a key regulator of the TME, providing a means for cells to communicate with and influence each other, modulating tumor progression and anti-tumor immunity. Cells of the TME can metabolically interact directly through metabolite secretion and consumption or by influencing other aspects of the TME that, in turn, stimulate metabolic rewiring in target cells. Recent advances in understanding the subtypes and plasticity of cells in the TME both open up new avenues and create challenges for metabolically targeting the TME to hamper tumor growth and improve response to therapy. This perspective explores ways in which the CAF and immune components of the TME could metabolically influence each other, based on current knowledge of their metabolic states, interactions, and subpopulations.
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Affiliation(s)
- Emily Jane Kay
- Cancer Research UK Scotland Institute, Glasgow G61 1BD, UK.
| | - Sara Zanivan
- Cancer Research UK Scotland Institute, Glasgow G61 1BD, UK; School of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK; Department of Experimental Therapeutics, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
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20
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Sun X, Cai W, Li H, Gao C, Ma X, Guo Y, Fu D, Xiao D, Zhang Z, Wang Y, Yang S, Feng Y, Zhao T, Hao J. Endothelial-like cancer-associated fibroblasts facilitate pancreatic cancer metastasis via vasculogenic mimicry and paracrine signalling. Gut 2025:gutjnl-2024-333638. [PMID: 40122596 DOI: 10.1136/gutjnl-2024-333638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 03/08/2025] [Indexed: 03/25/2025]
Abstract
BACKGROUND Cancer-associated fibroblasts (CAFs) are highly heterogeneous in the progression of pancreatic ductal adenocarcinoma (PDAC) and vasculogenic mimicry (VM) refers to a phenomenon in which cancer cells adopt endothelial-like characteristics. OBJECTIVE To identify a novel protumoural CAF subtype undertaking VM. DESIGN We used single-cell RNA sequencing and mIHC to identify FAPα+CD144+ endothelial-like CAFs (endoCAFs) and combined prospective and retrospective analyses to assess its clinical outcomes. Tube formation, proliferation and invasion assay were conducted on cell lines, organoids, the orthotopic tumour model and LSL-KrasG12D/+, LSL-Trp53R172H/+ and Pdx1-Cre (KPC) mouse model. Mechanically, we performed cytokine array assays, RNA-sequencing, IP-mass spectrometry, ChIP and luciferase analyses. Importantly, an siRNA delivery nanosystem was developed to precisely target FAPα+CD144+endoCAFs in vivo. RESULTS FAPα+CD144+endoCAFs were present in the tumour microenvironment of PDAC, and patients with a higher CD144+CAFs proportion displayed poor prognosis of PDAC. FAPα+CD144+endoCAFs not only acquired a VM phenotype to provide metastatic conduits but also promoted the proliferation and invasion of tumour cells in situ through paracrine signalling, thereby actively facilitating the metastasis of tumour cells. The CD144-β-catenin-STAT3 signalling axis was activated, and CD144 and downstream secreted cytokines were transcriptionally upregulated to maintain the dual roles of endoCAFs. A CAF-targeting siRNA delivery nanosystem, via loading FAPα and siCD144, was administered to precisely target FAPα+CD144+ endoCAFs, which substantially inhibited their protumoural roles in vivo. CONCLUSION FAPα+CD144+endoCAFs can promote metastasis of PDAC via undertaking VM and paracrine through activation of the CD144-β-catenin-STAT3 signalling axis. CAF-targeting siRNA delivery nanosystem can inhibit tumour progression by precisely targeting FAPα+CD144+endoCAFs.
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Affiliation(s)
- Xugang Sun
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Wenrun Cai
- The First Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Haorui Li
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Chuntao Gao
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Xi Ma
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Yu Guo
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Danqi Fu
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Di Xiao
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Zhaoyu Zhang
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Yifei Wang
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Shengyu Yang
- Cellular and Molecular Physiology, Penn State College of Medicine, Hershey, Pennsylvania, USA
| | - Yukuan Feng
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Tiansuo Zhao
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
| | - Jihui Hao
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, People's Republic of China
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Liu L, Ba Y, Yang S, Zuo A, Liu S, Zhang Y, Xu S, Weng S, Liu B, Luo P, Cheng Q, Deng J, Xu H, Chen Y, Zhang C, Zhou X, Ren Y, Han X, Hou Z, Liu Z. FOS-driven inflammatory CAFs promote colorectal cancer liver metastasis via the SFRP1-FGFR2-HIF1 axis. Theranostics 2025; 15:4593-4613. [PMID: 40225580 PMCID: PMC11984394 DOI: 10.7150/thno.111625] [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: 02/06/2025] [Accepted: 03/15/2025] [Indexed: 04/15/2025] Open
Abstract
Rationale: Cancer-associated fibroblasts (CAFs) exhibit diverse functions, yet their roles in colorectal cancer liver metastasis (CRLM) remain poorly understood. Methods: Through integrated analysis of single-cell RNA sequencing and spatial transcriptomics from colorectal cancer patients (CRCP: non-metastatic primary tumors; CRCM: metastatic primary tumors with liver metastases), combined with in vitro and in vivo models to investigate the role of CAFs in CRLM. In vitro experiments included six groups to reveal the role of SFRP1-producing CAFs, comprising PBS (control) and recombinant human SFRP1 (rhSFRP1) treated SW480 cells, PBS (control) and recombinant mouse SFRP1 (rmSFRP1) treated CT26 cells, and conditioned medium (CM) derived from CAF-NC and CAF-Sfrp1 treated CT26 cells. Preclinical models were further employed to elucidate the role of SFRP1 in CRLM. Subcutaneous xenografts models were constructed from PBS (control) and rhSFRP1 treated SW480 cells. For orthotopic tumor metastasis models, CT26 cells were pre-cultured with CAF-NC or CAF-Sfrp1 and then orthotopically injected into BALB/c mice. Results: We identified an inflammatory CAF subtype (CFD+ iCAFs) associated with poor clinical outcomes, advanced staging, and metastasis. Transcriptional regulation analysis revealed FOS-mediated differentiation of CFD+ iCAFs drives SFRP1 overexpression. In vitro and in vivo experiments confirmed that SFRP1-producing CAFs promote tumor stemness and epithelial-mesenchymal transition (EMT). Mechanistically, SFRP1 from CFD+ iCAFs binds FGFR2, activating the HIF1 signaling pathway to enhance tumor stemness, EMT, and CRLM progression. Conclusion: This study highlights CFD+ iCAFs as key regulators of tumor-stromal interactions and identifies SFRP1 as a potential therapeutic target in CRLM.
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Affiliation(s)
- Long Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Department of hepatobiliary surgery, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shanxi, 710061, China
| | - Yuhao Ba
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China
| | - Shuaixi Yang
- Department of Colorectal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Aning Zuo
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China
| | - Shutong Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China
| | - Yuyuan Zhang
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China
| | - Shuqin Xu
- Department of hepatobiliary surgery, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shanxi, 710061, China
| | - Siyuan Weng
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Benyu Liu
- Tianjian Laboratory of Advanced Biomedical Sciences, Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Peng Luo
- The Department of Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Quan Cheng
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jinhai Deng
- Richard Dimbleby Department of Cancer Research, Comprehensive Cancer Centre, Kings College London, London, United Kingdom
| | - Hui Xu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China
| | - Yukang Chen
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China
| | - Chuhan Zhang
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Xing Zhou
- Department of Pediatric Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Yuqing Ren
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Xinwei Han
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China
| | - Zhenyu Hou
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, China
| | - Zaoqu Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China
- Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
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22
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Zheng L, Cai W, Ke Y, Hu X, Yang C, Zhang R, Wu H, Liu D, Yu H, Wu C. Cancer‑associated fibroblasts: a pivotal regulator of tumor microenvironment in the context of radiotherapy. Cell Commun Signal 2025; 23:147. [PMID: 40114180 PMCID: PMC11927177 DOI: 10.1186/s12964-025-02138-7] [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: 08/03/2024] [Accepted: 03/05/2025] [Indexed: 03/22/2025] Open
Abstract
BACKGROUND In the course of tumor treatment, radiation therapy (RT) not only kills cancer cells, but also induces complex biological effects in non-malignant cells around cancer cells. These biological effects such as angiogenesis, changes in stromal composition and immune cell infiltration remodel the tumor microenvironment (TME). As one of the major components of the TME, Cancer‑associated fibroblasts (CAFs) are not only involved in tumorigenesis, progression, recurrence, and metastasis but also regulate the tumor-associated immune microenvironment. CAFs and tumor cells or immune cells have complex intercellular communication in the context of tumor radiation. MAIN CONTENT Different cellular precursors, spatial location differences, absence of specific markers, and advances in single-cell sequencing technology have gradually made the abundant heterogeneity of CAFs well known. Due to unique radioresistance properties, CAFs can survive under high doses of ionizing radiation. However, radiation can induce phenotypic and functional changes in CAFs and further act on tumor cells and immune cells to promote or inhibit tumor progression. To date, the effect of RT on CAFs and the effect of irradiated CAFs on tumor progression and TME are still not well defined. CONCLUSION In this review, we review the origin, phenotypic, and functional heterogeneity of CAFs and describe the effects of RT on CAFs, focusing on the mutual crosstalk between CAFs and tumor or immune cells after radiation. We also discuss emerging strategies for targeted CAFs therapy.
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Affiliation(s)
- Linhui Zheng
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, 169, Donghu Road, Wuchang District, Wuhan, Hubei, 430071, China
| | - Wenqi Cai
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, 169, Donghu Road, Wuchang District, Wuhan, Hubei, 430071, China
| | - Yuan Ke
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, 169, Donghu Road, Wuchang District, Wuhan, Hubei, 430071, China
| | - Xiaoyan Hu
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, 169, Donghu Road, Wuchang District, Wuhan, Hubei, 430071, China
| | - Chunqian Yang
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, 169, Donghu Road, Wuchang District, Wuhan, Hubei, 430071, China
| | - Runze Zhang
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, 169, Donghu Road, Wuchang District, Wuhan, Hubei, 430071, China
| | - Huachao Wu
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, 169, Donghu Road, Wuchang District, Wuhan, Hubei, 430071, China
| | - Dong Liu
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, 169, Donghu Road, Wuchang District, Wuhan, Hubei, 430071, China
| | - Haijun Yu
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, 169, Donghu Road, Wuchang District, Wuhan, Hubei, 430071, China.
- Hubei Cancer Clinical Study Center, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.
- Hubei Key Laboratory of Tumor Biological Behaviors, Wuhan, 430071, China.
| | - Chaoyan Wu
- Department of Integrated Traditional Chinese Medicine and Western Medicine, Zhongnan Hospital of Wuhan University, 169, Donghu Road, Wuchang District, Wuhan, Hubei, 430071, China.
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23
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Xiao Z, Puré E. The fibroinflammatory response in cancer. Nat Rev Cancer 2025:10.1038/s41568-025-00798-8. [PMID: 40097577 DOI: 10.1038/s41568-025-00798-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/06/2025] [Indexed: 03/19/2025]
Abstract
Fibroinflammation refers to the highly integrated fibrogenic and inflammatory responses mediated by the concerted function of fibroblasts and innate immune cells in response to tissue perturbation. This process underlies the desmoplastic remodelling of the tumour microenvironment and thus plays an important role in tumour initiation, growth and metastasis. More specifically, fibroinflammation alters the biochemical and biomechanical signalling in malignant cells to promote their proliferation and survival and further supports an immunosuppressive microenvironment by polarizing the immune status of tumours. Additionally, the presence of fibroinflammation is often associated with therapeutic resistance. As such, there is increasing interest in targeting this process to normalize the tumour microenvironment and thus enhance the treatment of solid tumours. Herein, we review advances made in unravelling the complexity of cancer-associated fibroinflammation that can inform the rational design of therapies targeting this.
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Affiliation(s)
- Zebin Xiao
- Department of Biomedical Sciences, University of Pennsylvania, Philadelphia, PA, USA
| | - Ellen Puré
- Department of Biomedical Sciences, University of Pennsylvania, Philadelphia, PA, USA.
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24
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Li D, Wang J, Li X, Wang Z, Yu Q, Koh SB, Wu R, Ye L, Guo Y, Okoli U, Pati-Alam A, Mota E, Wei W, Yoo KH, Cho WC, Feng D, Heavey S. Interactions between radiotherapy resistance mechanisms and the tumor microenvironment. Crit Rev Oncol Hematol 2025; 210:104705. [PMID: 40107436 DOI: 10.1016/j.critrevonc.2025.104705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2025] [Revised: 03/11/2025] [Accepted: 03/12/2025] [Indexed: 03/22/2025] Open
Abstract
BACKGROUND Resistance to radiotherapy (RT) presents a significant clinical challenge in management of cancer. Recent evidence points to specific mechanisms of resistance within the tumor microenvironment (TME), which we aim to discuss, with the aim of overcoming the clinical challenge. METHODS We performed the narrative review using PubMed and Web of Science databases to identify studies that reported the regulative network and treatments of RT resistance from TME perspectives. RESULTS RT significantly changes the immune TME of cancers, which is closely appearing to play a key role in RT resistance (RTR) by modulating immune cell infiltration and function. Various phenotypes are involved in the development of RTR, such as autophagy, senescence, oxidative stress, cell polarization, ceramide metabolism, and angiogenesis in the TME. Key genes and pathways are also implicated in RTR, including immune and inflammatory cytokines, TGF-β, P53, the NF-κB pathway, the cGAS/STING pathway, the ERK and AKT pathway, and the STAT pathway. Based on the mechanism of RTR in the TME, many proposed routes to overcome RTR, several specifically target the TME including targeting fibroblast activation protein, exosomes management, nanomedicine, and immunotherapy. Many challenges in RT resistance still need to be further explored with emerging investigative methods, such as artificial intelligence, genetic technologies, and bioengineering. CONCLUSIONS The complex interactions between RT and TME significantly affect the efficiency of RT. Novel approaches to overcome this clinical difficulty are promising, which needs future work to further explore and identify better treatment strategies.
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Affiliation(s)
- Dengxiong Li
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Jie Wang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Xinrui Li
- Department of Rehabilitation, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
| | - Zhipeng Wang
- Department of Urology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu 610072, China
| | - Qingxin Yu
- Department of Pathology, Ningbo Clinical Pathology Diagnosis Center, Ningbo, Zhejiang 315211, China
| | - Siang Boon Koh
- Faculty of Health and Life Sciences, University of Bristol, Bristol, BS8 1TD, UK
| | - Ruicheng Wu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Luxia Ye
- Department of Public Research Platform, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, China
| | - Yiqing Guo
- Department of Public Research Platform, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, China
| | - Uzoamaka Okoli
- Division of Surgery & Interventional Science, University College London, London, UK; Basic and Translational Cancer Research Group, Department of Pharmacology and Therapeutics, College of Medicine, University of Nigeria, Eastern part of Nigeria, Nsukka, Enugu, Nigeria
| | - Alisha Pati-Alam
- Division of Surgery & Interventional Science, University College London, London, UK
| | - Eduardo Mota
- Division of Surgery & Interventional Science, University College London, London, UK
| | - Wuran Wei
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Koo Han Yoo
- Department of Urology, Kyung Hee University, South Korea
| | - William C Cho
- Department of Clinical Oncology, Queen Elizabeth Hospital, Hong Kong Special Administrative Region of China.
| | - Dechao Feng
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China; Division of Surgery & Interventional Science, University College London, London, UK.
| | - Susan Heavey
- Division of Surgery & Interventional Science, University College London, London, UK.
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25
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Ou Z, Zhu L, Chen X, Liu T, Cheng G, Liu R, Zhang S, Tan W, Lin D, Wu C. Hypoxia-Induced Senescent Fibroblasts Secrete IGF1 to Promote Cancer Stemness in Esophageal Squamous Cell Carcinoma. Cancer Res 2025; 85:1064-1081. [PMID: 39661488 DOI: 10.1158/0008-5472.can-24-1185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 08/12/2024] [Accepted: 12/06/2024] [Indexed: 12/13/2024]
Abstract
Cancer-associated fibroblasts (CAF) contribute to cancer initiation and progression and play a pivotal role in therapeutic response and patient prognosis. CAFs exhibit functional and phenotypic heterogeneity, highlighting the need to clarify the specific subtypes of CAFs to facilitate the development of targeted therapies against protumorigenic CAFs. In this study, using single-cell RNA sequencing on patient samples of esophageal squamous cell carcinoma (ESCC), we identified a CAF subcluster associated with tumor stemness that was enriched in genes associated with hypoxia and senescence. The CAF subpopulation, termed as hypoxia-induced senescent fibroblasts (hsCAF), displayed high secretion of insulin-like growth factor 1 (IGF1). The hsCAFs inhibited AMP-activated protein kinase (AMPK) activity in cancer cells via IGF1 to promote tumor stemness. The formation of hsCAFs was induced by the synergetic effect of hypoxia and cancer cells. Activation of nuclear factor erythroid 2-related factor 2 (NRF2) in cancer cells under hypoxia drove IL1α production to trigger CAF senescence and IGF1 secretion via nuclear factor I A. Knockout of IGF1 in CAFs or nuclear factor erythroid 2-related factor 2 in ESCC cells suppressed the tumor growth and chemotherapy resistance induced by CAFs in vivo. Importantly, patients with high proportions of hsCAFs showed poor survival and a worse response to chemotherapy. In summary, these findings identify a hsCAF subpopulation generated by interplay between cancer cells and CAFs under hypoxic conditions that promotes ESCC stemness and reveal targeting hsCAFs as an effective therapeutic strategy against chemotherapy-resistant ESCC. Significance: A hypoxic microenvironment and cancer cells cooperate to induce a senescent fibroblast subset that supports tumor stemness, suggesting that targeting this cancer-associated fibroblast subpopulation is a potential therapeutic strategy to overcome chemoresistance.
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Affiliation(s)
- Zhengjie Ou
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences (CAMS) and Peking Union Medical College (PUMC), Beijing, China
| | - Liang Zhu
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences (CAMS) and Peking Union Medical College (PUMC), Beijing, China
| | - Xinjie Chen
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences (CAMS) and Peking Union Medical College (PUMC), Beijing, China
| | - Tianyuan Liu
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences (CAMS) and Peking Union Medical College (PUMC), Beijing, China
| | - Guoyu Cheng
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences (CAMS) and Peking Union Medical College (PUMC), Beijing, China
| | - Rucheng Liu
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences (CAMS) and Peking Union Medical College (PUMC), Beijing, China
| | - Shaosen Zhang
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences (CAMS) and Peking Union Medical College (PUMC), Beijing, China
| | - Wen Tan
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences (CAMS) and Peking Union Medical College (PUMC), Beijing, China
| | - Dongxin Lin
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences (CAMS) and Peking Union Medical College (PUMC), Beijing, China
- Key Laboratory of Cancer Genomic Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
- State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Chen Wu
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences (CAMS) and Peking Union Medical College (PUMC), Beijing, China
- Key Laboratory of Cancer Genomic Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
- CAMS Oxford Institute, Chinese Academy of Medical Sciences, Beijing, China
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26
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Turlej E, Domaradzka A, Radzka J, Drulis-Fajdasz D, Kulbacka J, Gizak A. Cross-Talk Between Cancer and Its Cellular Environment-A Role in Cancer Progression. Cells 2025; 14:403. [PMID: 40136652 PMCID: PMC11940884 DOI: 10.3390/cells14060403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2025] [Revised: 02/27/2025] [Accepted: 03/06/2025] [Indexed: 03/27/2025] Open
Abstract
The tumor microenvironment is a dynamic and complex three-dimensional network comprising the extracellular matrix and diverse non-cancerous cells, including fibroblasts, adipocytes, endothelial cells and various immune cells (lymphocytes T and B, NK cells, dendritic cells, monocytes/macrophages, myeloid-derived suppressor cells, and innate lymphoid cells). A constantly and rapidly growing number of studies highlight the critical role of these cells in shaping cancer survival, metastatic potential and therapy resistance. This review provides a synthesis of current knowledge on the modulating role of the cellular microenvironment in cancer progression and response to treatment.
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Affiliation(s)
- Eliza Turlej
- Departament of Molecular Physiology and Neurobiology, University of Wrocław, ul. Sienkiewicza 21, 50-335 Wrocław, Poland; (E.T.); (A.D.); (J.R.)
| | - Aleksandra Domaradzka
- Departament of Molecular Physiology and Neurobiology, University of Wrocław, ul. Sienkiewicza 21, 50-335 Wrocław, Poland; (E.T.); (A.D.); (J.R.)
| | - Justyna Radzka
- Departament of Molecular Physiology and Neurobiology, University of Wrocław, ul. Sienkiewicza 21, 50-335 Wrocław, Poland; (E.T.); (A.D.); (J.R.)
| | - Dominika Drulis-Fajdasz
- Departament of Molecular Physiology and Neurobiology, University of Wrocław, ul. Sienkiewicza 21, 50-335 Wrocław, Poland; (E.T.); (A.D.); (J.R.)
| | - Julita Kulbacka
- Departament of Molecular and Cellular Biology, Faculty of Pharmacy, Wrocław Medical University, Borowska 211A, 50-556 Wrocław, Poland;
- Department of Immunology and Bioelectrochemistry, State Research Institute Centre for Innovative Medicine, LT-08406 Vilnius, Lithuania
| | - Agnieszka Gizak
- Departament of Molecular Physiology and Neurobiology, University of Wrocław, ul. Sienkiewicza 21, 50-335 Wrocław, Poland; (E.T.); (A.D.); (J.R.)
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27
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Kogai H, Tsukamoto S, Koga M, Miyano M, Akagi T, Yamaguchi A, Mori K, Gotoh K, Nakazawa Y. Broad-Spectrum Efficacy of CEACAM6-Targeted Antibody-Drug Conjugate with BET Protein Degrader in Colorectal, Lung, and Breast Cancer Mouse Models. Mol Cancer Ther 2025; 24:392-405. [PMID: 39812376 DOI: 10.1158/1535-7163.mct-24-0444] [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: 06/08/2024] [Revised: 10/24/2024] [Accepted: 01/10/2025] [Indexed: 01/16/2025]
Abstract
Despite remarkable advances in cancer treatment, most solid cancers remain difficult to cure. We recently developed an antibody-drug conjugate (ADC; 84-EBET) for pancreatic cancer by using the carcinoembryonic antigen-related cell adhesion molecule 6 (CEACAM6) antibody #84.7 and the bromodomain and extra-terminal (BET) protein degrader EBET. In this study, we showed the overexpression of CEACAM6 in colorectal, lung, and breast cancers and the broad-spectrum efficacy of 84-EBET in mouse models of these cancers. In vitro assays using cancer organoids and cell lines of colorectal, lung, and breast cancers revealed that 84-EBET was more potent than ADCs with known approved payloads-DXd, SN38, and monomethyl auristatin E-or standard chemotherapies. In mouse studies, a single injection of 84-EBET induced marked regression of colorectal-, lung-, and breast cancer patient-derived xenograft tumors and cell line-derived xenograft tumors. Moreover, in mouse syngeneic colorectal cancer, lung cancer, and breast cancer models resistant to PD-1 antibody, the combination of 84-EBET and PD-1 antibody induced complete regression of most tumors. Mechanistically, 84-EBET degraded bromodomain-containing protein 4 in both cancer and stromal cells via bystander efficacy. It decreased stromal inflammatory phenotypes and increased activated T-cell numbers in tumors. These results demonstrate that delivering BET protein degraders to tumors and their microenvironments via a CEACAM6-targeted ADC may be effective against a wide range of solid cancers.
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Affiliation(s)
- Hiroyuki Kogai
- Tsukuba Research Laboratory, Eisai Co., Ltd., Ibaraki, Japan
| | | | - Minaho Koga
- Tsukuba Research Laboratory, Eisai Co., Ltd., Ibaraki, Japan
| | - Masayuki Miyano
- Tsukuba Research Laboratory, Eisai Co., Ltd., Ibaraki, Japan
| | - Tsuyoshi Akagi
- Tsukuba Research Laboratory, Eisai Co., Ltd., Ibaraki, Japan
| | | | - Kiyoshi Mori
- Department of Central Laboratory and Surgical Pathology, NHO Osaka National Hospital, Osaka, Japan
| | - Kunihito Gotoh
- Department of Surgery, NHO Osaka National Hospital, Osaka, Japan
| | - Youya Nakazawa
- Tsukuba Research Laboratory, Eisai Co., Ltd., Ibaraki, Japan
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28
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Affὸ S, Sererols-Viñas L, Garcia-Vicién G, Cadamuro M, Chakraborty S, Sirica AE. Cancer-Associated Fibroblasts in Intrahepatic Cholangiocarcinoma: Insights into Origins, Heterogeneity, Lymphangiogenesis, and Peritoneal Metastasis. THE AMERICAN JOURNAL OF PATHOLOGY 2025; 195:378-396. [PMID: 39117110 DOI: 10.1016/j.ajpath.2024.07.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 07/11/2024] [Accepted: 07/19/2024] [Indexed: 08/10/2024]
Abstract
Intrahepatic cholangiocarcinoma (iCCA) denotes a rare, highly malignant, and heterogeneous class of primary liver adenocarcinomas exhibiting phenotypic characteristics of cholangiocyte differentiation. Among the distinctive pathological features of iCCA, one that differentiates the most common macroscopic subtype (eg, mass-forming type) of this hepatic tumor from conventional hepatocellular carcinoma is a prominent desmoplastic reaction manifested as a dense fibro-collagenous-enriched tumor stroma. Cancer-associated fibroblasts (CAFs) represent the most abundant mesenchymal cell type in the desmoplastic reaction. Although the protumor effects of CAFs in iCCA have been increasingly recognized, more recent cell lineage tracing studies, advanced single-cell RNA sequencing, and expanded biomarker analyses have provided new awareness into their ontogeny, as well as underscored their biological complexity as reflected by the presence of multiple subtypes. In addition, evidence supports CAFs' potential to display cancer-restrictive roles, including immunosuppression. However, CAFs also play important roles in facilitating metastasis, as exemplified by lymph node metastasis and peritoneal carcinomatosis, which are common in iCCA. Herein, the authors provide a timely appraisal of the origins and phenotypic and functional complexity of CAFs in iCCA, together with providing mechanistic insights into lymphangiogenesis and peritoneal metastasis relevant to this lethal human cancer.
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Affiliation(s)
- Silvia Affὸ
- Tumor Microenvironment Plasticity and Heterogeneity Research Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
| | - Laura Sererols-Viñas
- Tumor Microenvironment Plasticity and Heterogeneity Research Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Gemma Garcia-Vicién
- Tumor Microenvironment Plasticity and Heterogeneity Research Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | | | - Sanjukta Chakraborty
- Department of Medical Physiology, School of Medicine, Texas A&M Health Science Center, Bryan, Texas
| | - Alphonse E Sirica
- Department of Pathology (Emeritus), Virginia Commonwealth University School of Medicine, Richmond, Virginia.
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29
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Yamazaki M, Ishimoto T. Targeting Cancer-Associated Fibroblasts: Eliminate or Reprogram? Cancer Sci 2025; 116:613-621. [PMID: 39745128 PMCID: PMC11875776 DOI: 10.1111/cas.16443] [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: 09/30/2024] [Revised: 12/08/2024] [Accepted: 12/20/2024] [Indexed: 03/05/2025] Open
Abstract
Cancer-associated fibroblasts (CAFs) are key components of the tumor microenvironment (TME). Given their various roles in tumor progression and treatment resistance, CAFs are promising therapeutic targets in cancer. The elimination of tumor-promoting CAFs has been investigated in various animal models to determine whether it effectively suppresses tumor growth. Based on recent evidence, several simple strategies have been proposed to eliminate tumor-promoting CAFs and attenuate these features. In addition, attention has focused on the critical role that CAFs play in the immunosuppressive TME. Therefore, the functional reprogramming of CAFs in combination with immune checkpoint inhibitors has also been investigated as a possible therapeutic approach. However, although potential targets in CAFs have been widely characterized, the plasticity and heterogeneity of CAFs complicate the understanding of their properties and present difficulties for clinical application. Moreover, the identification of tumor-suppressive CAFs highlights the necessity for the development of therapeutic approaches that can distinguish and switch between tumor-promoting and tumor-suppressive CAFs in an appropriate manner. In this review, we introduce the origins and diversity of CAFs, their role in cancer, and current therapeutic strategies aimed at targeting CAFs, including ongoing clinical evaluations.
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Affiliation(s)
- Masaya Yamazaki
- Division of CarcinogenesisThe Cancer Institute, Japanese Foundation for Cancer ResearchTokyoJapan
| | - Takatsugu Ishimoto
- Division of CarcinogenesisThe Cancer Institute, Japanese Foundation for Cancer ResearchTokyoJapan
- International Research Center of Medical Sciences (IRCMS)Kumamoto UniversityKumamotoJapan
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30
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Wang Y, Liu C, Pang J, Li Z, Zhang J, Dong L. The Extra-Tumoral Vaccine Effects of Apoptotic Bodies in the Advancement of Cancer Treatment. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2025; 21:e2410503. [PMID: 39871756 DOI: 10.1002/smll.202410503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Revised: 01/16/2025] [Indexed: 01/29/2025]
Abstract
The induction of apoptosis in tumor cells is a common target for the development of anti-tumor therapies; however, these therapies still leave patients at increased risk of disease recurrence. For example, apoptotic tumor cells can promote tumor growth and immune evasion via the secretion of metabolites, apoptotic extracellular vesicles, and induction of pro-tumorigenic macrophages. This paradox of apoptosis induction and the pro-tumorigenic effects of tumor cell apoptosis has begged the question of whether apoptosis is a suitable cancer therapy, and led to further explorations into other immunogenic cell death-based approaches. However, these strategies still face multiple challenges, the most critical of which is the tumor microenvironment. Contrary to the promotion of immune tolerance mediated by apoptotic tumor cells, apoptotic bodies with enriched tumor-related antigens have demonstrated great immunogenic potential, as evidenced by their ability to initiate systemic T-cell immune responses. These characteristics indicate that apoptotic body-based therapies could be ideal "in situ" extra-tumoral tumor vaccine candidates for the treatment of cancers, and further address the current issues with apoptosis-based or immunotherapy treatments. Although not yet tested clinically, apoptotic body-based vaccines have the potential to better treatment strategies and patient outcomes in the future.
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Affiliation(s)
- Yulian Wang
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, Jiangsu, 210023, China
| | - Chunyan Liu
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, Jiangsu, 210023, China
| | - Jiayun Pang
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, Jiangsu, 210023, China
| | - Zhenjiang Li
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, Jiangsu, 210023, China
| | - Junfeng Zhang
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, Jiangsu, 210023, China
| | - Lei Dong
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, Jiangsu, 210023, China
- Chemistry and Biomedicine Innovative Center, Nanjing University, Nanjing, Jiangsu, 210023, China
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31
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Kern JG, Kroehling L, Spinella AJ, Monti S, Varelas X. LATS1/2 inactivation in the mammary epithelium drives the evolution of a tumor-associated niche. EMBO Rep 2025; 26:1472-1503. [PMID: 39953252 PMCID: PMC11933708 DOI: 10.1038/s44319-025-00370-3] [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: 06/10/2024] [Revised: 01/02/2025] [Accepted: 01/08/2025] [Indexed: 02/17/2025] Open
Abstract
Basal-like breast cancers exhibit distinct cellular heterogeneity that contributes to disease pathology. In this study we used a genetic mouse model of basal-like breast cancer driven by epithelial-specific inactivation of the Hippo pathway-regulating LATS1 and LATS2 kinases to elucidate epithelial-stromal interactions. We demonstrate that basal-like carcinoma initiation in this model is accompanied by the accumulation of distinct cancer-associated fibroblasts and macrophages and dramatic extracellular matrix remodeling, phenocopying the stromal diversity observed in human triple-negative breast tumors. Dysregulated epithelial-stromal signals were observed, including those mediated by TGF-β, PDGF, and CSF. Autonomous activation of the transcriptional effector TAZ was observed in LATS1/2-deleted cells along with non-autonomous activation within the evolving tumor niche. We further show that inhibition of the YAP/TAZ-associated TEAD family of transcription factors blocks the development of the carcinomas and associated microenvironment. These observations demonstrate that carcinomas resulting from Hippo pathway dysregulation in the mammary epithelium are sufficient to drive cellular events that promote a basal-like tumor-associated niche and suggest that targeting dysregulated YAP/TAZ-TEAD activity may offer a therapeutic opportunity for basal-like mammary tumors.
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Affiliation(s)
- Joseph G Kern
- Department of Biochemistry and Cell Biology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, 02118, USA
| | - Lina Kroehling
- Department of Medicine, Computational Biomedicine Section, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, 02118, USA
- Bioinformatics Program, Boston University, Boston, MA, 02215, USA
| | - Anthony J Spinella
- Department of Biochemistry and Cell Biology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, 02118, USA
| | - Stefano Monti
- Department of Medicine, Computational Biomedicine Section, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, 02118, USA
- Bioinformatics Program, Boston University, Boston, MA, 02215, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, 02118, USA
| | - Xaralabos Varelas
- Department of Biochemistry and Cell Biology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, 02118, USA.
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32
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Tripathi S, Sharma Y, Kumar D. Unveiling the link between chronic inflammation and cancer. Metabol Open 2025; 25:100347. [PMID: 39876904 PMCID: PMC11772974 DOI: 10.1016/j.metop.2025.100347] [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: 11/10/2024] [Revised: 01/05/2025] [Accepted: 01/06/2025] [Indexed: 01/31/2025] Open
Abstract
The highly nuanced transition from an inflammatory process to tumorigenesis is of great scientific interest. While it is well known that environmental stimuli can cause inflammation, less is known about the oncogenic modifications that chronic inflammation in the tissue microenvironment can bring about, as well as how these modifications can set off pro-tumorigenic processes. It is clear that no matter where the environmental factors come from, maintaining an inflammatory microenvironment encourages carcinogenesis. In addition to encouraging angiogenesis and metastatic processes, sustaining the survival and proliferation of malignant transformed cells, and possibly altering the efficacy of therapeutic agents, inflammation can negatively regulate the antitumoral adaptive and innate immune responses. Because chronic inflammation has multiple pathways involved in tumorigenesis and metastasis, it has gained recognition as a marker of cancer and a desirable target for cancer therapy. Recent advances in our knowledge of the molecular mechanisms that drive cancer's progression demonstrate that inflammation promotes tumorigenesis and metastasis while suppressing anti-tumor immunity. In many solid tumor types, including breast, lung, and liver cancer, inflammation stimulates the activation of oncogenes and impairs the body's defenses against the tumor. Additionally, it alters the microenvironment of the tumor. As a tactical approach to cancer treatment, these findings have underscored the importance of targeting inflammatory pathways. This review highlights the role of inflammation in cancer development and metastasis, focusing on its impact on tumor progression, immune suppression, and therapy resistance. It examines current anti-inflammatory strategies, including NSAIDs, cytokine modulators, and STAT3 inhibitors, while addressing their potential and limitations. The review emphasizes the need for further research to unravel the complex mechanisms linking inflammation to cancer progression and identify molecular targets for specific cancer subtypes.
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Affiliation(s)
- Siddhant Tripathi
- Poona College of Pharmacy, Bharati Vidyapeeth (Deemed to be) University, Pune, Maharashtra, 411038, India
| | - Yashika Sharma
- Poona College of Pharmacy, Bharati Vidyapeeth (Deemed to be) University, Pune, Maharashtra, 411038, India
| | - Dileep Kumar
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
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Zeng Q, Ma Y, Cai R, Li X, Luo Y, Zheng B, Wang G, Xu X, Wang X, Liu Z. Direct reprogramming of human fibroblasts into hair-inducing dermal papilla cell-like cells by a single small molecule. Biochem Pharmacol 2025; 233:116744. [PMID: 39798934 DOI: 10.1016/j.bcp.2025.116744] [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: 07/05/2024] [Revised: 12/12/2024] [Accepted: 01/06/2025] [Indexed: 01/15/2025]
Abstract
Dermal papilla cells (DPCs) are a crucial subset of mesenchymal cells in the skin responsible for regulating hair follicle development and growth, making them invaluable for cell-based therapies targeting hair loss. However, obtaining sufficient DPCs with potent hair-inducing abilities remains a persistent challenge. In this study, the Food and Drug Administration (FDA)-approved drug library was utilized to screen small molecules capable of reprogramming readily accessible human skin fibroblasts into functional DPCs. In the initial screening, five candidate small molecules were identified from a pool of 1,817 compounds, and the small molecule peficitinib was further identified by the further hair follicle regeneration experiments. Following peficitinib treatment, fibroblasts derived from primary human foreskin and scalp exhibited the capability to induce hair growth and possessed a molecular profile highly similar to that of primary DPCs. We refer to these cells as dermal papilla cell-like cells (DPC-LCs). Furthermore, transcriptome analysis showed that the wingless/integrated (Wnt) signaling pathway and the transforming growth factor β (TGF-β) signaling pathway, both of which play crucial roles in hair follicle morphogenesis, are upregulated and enriched in these DPC-LCs. These functional DPC-LCs offer a promising avenue for obtaining a plentiful supply of hair-inducing cells, thereby advancing the development of therapeutic strategies for hair loss treatment.
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Affiliation(s)
- Qinglan Zeng
- School of Pharmaceutical Sciences (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen 518107, China
| | - Yihe Ma
- Department of Respiratory and Allergy, Third Affiliated Hospital of Shenzhen University, Shenzhen 518020, China; State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China
| | - Ruizhao Cai
- Department of Breast Oncology, Sun Yat-sen University Cancer Center, Guangzhou 510060, China; State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510275, China
| | - Xinxin Li
- School of Pharmaceutical Sciences (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen 518107, China; Center for Child Care and Mental Health, Shenzhen Children's Hospital Affiliated to Shantou University Medical College, Shenzhen 518026, China
| | - Yilin Luo
- School of Pharmaceutical Sciences (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen 518107, China
| | - Binkai Zheng
- School of Pharmaceutical Sciences (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen 518107, China
| | - Gaofeng Wang
- Department of Pastic and Aesthetic Surgery, Nanfang Hospital of Southern Medical University, Guangzhou 510515, China
| | - Xuejuan Xu
- Department of Endocrinology, The First People's Hospital of Foshan, Foshan 528000, China.
| | - Xusheng Wang
- School of Pharmaceutical Sciences (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen 518107, China.
| | - Zhongjie Liu
- Department of Anesthesiology, Shenzhen Children's Hospital, Yitian Road 7019, Shenzhen 518000, China.
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Kwon JY, Vera RE, Fernandez-Zapico ME. The multi-faceted roles of cancer-associated fibroblasts in pancreatic cancer. Cell Signal 2025; 127:111584. [PMID: 39756502 PMCID: PMC11807759 DOI: 10.1016/j.cellsig.2024.111584] [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: 10/02/2024] [Revised: 12/13/2024] [Accepted: 12/28/2024] [Indexed: 01/07/2025]
Abstract
The tumor microenvironment (TME) has been linked with the pathogenesis of pancreatic ductal adenocarcinoma (PDAC), the most common histological subtype of pancreatic cancer. A central component of the TME are cancer-associated fibroblasts (CAFs), which can either suppress or promote tumor growth in a context-dependent manner. In this review, we will discuss the multi-faceted roles of CAFs in tumor-stroma interactions influencing cancer initiation, progression and therapeutic response.
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Affiliation(s)
- John Y Kwon
- Schulze Center for Novel Therapeutics, Division of Oncology Research, Rochester, MN 55901, USA.
| | - Renzo E Vera
- Schulze Center for Novel Therapeutics, Division of Oncology Research, Rochester, MN 55901, USA.
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35
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Ohlendieck CM, Matellan C, Manresa MC. Regulation of pathologic fibroblast functions in digestive diseases: a role for hypoxia? Am J Physiol Gastrointest Liver Physiol 2025; 328:G229-G242. [PMID: 39873349 DOI: 10.1152/ajpgi.00277.2024] [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: 09/03/2024] [Revised: 10/14/2024] [Accepted: 01/10/2025] [Indexed: 01/30/2025]
Abstract
The recent uncovering of fibroblast heterogeneity has given great insight into the versatility of the stroma. Among other cellular processes, fibroblasts are now thought to contribute to the coordination of immune responses in a range of chronic inflammatory diseases and cancer. Although the pathologic roles of myofibroblasts, inflammatory fibroblasts, and cancer-associated fibroblasts in disease are reasonably well understood, the mechanisms behind their activation remain to be uncovered. In the gastrointestinal (GI) tract, several interleukins and tumor necrosis factor superfamily members have been identified as possible mediators driving the acquisition of inflammatory and fibrotic properties in fibroblasts. In addition to cytokines, other microenvironmental factors such as nutrient and oxygen availability are likely contributors to this process. In this respect, the phenomenon of low cellular oxygen levels known as hypoxia is common in a plethora of GI diseases. Indeed, the cross talk between hypoxia and inflammation is well-documented, with an abundance of studies suggesting that oxygen-sensing enzymes may have regulatory effects on inflammatory signaling pathways such as NF-κB. However, the impact that this has in GI fibroblasts in the context of chronic diseases has not been fully uncovered. Here we discuss the role of fibroblasts in GI diseases, the mediators that have emerged as regulators of their functions and the potential impact of hypoxia in this process, highlighting areas that require further investigation.
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Affiliation(s)
- Cian M Ohlendieck
- Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
- School of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
| | - Carlos Matellan
- Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Mario C Manresa
- Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
- School of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
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36
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Koppensteiner L, Mathieson L, Neilson L, O'Connor RA, Akram AR. IFNγ and TNFα drive an inflammatory secretion profile in cancer-associated fibroblasts from human non-small cell lung cancer. FEBS Lett 2025; 599:713-723. [PMID: 39743376 DOI: 10.1002/1873-3468.15083] [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: 08/27/2024] [Revised: 11/06/2024] [Accepted: 11/21/2024] [Indexed: 01/04/2025]
Abstract
Cancer-associated fibroblasts (CAFs) are the dominant nonmalignant component of the tumour microenvironment (TME). CAFs demonstrate a high level of inter- and intra-tumour heterogeneity in solid tumours, though the drivers of CAF subpopulations are not fully understood. Here, we demonstrate that non-small cell lung cancer (NSCLC) patient-derived CAFs upregulate the secretion of inflammatory cytokines (IL6, LIF, IL33, GM-CSF, IL1ra) and chemokines (CCL2, CCL3, CCL4, CCL20, CXCL8, CXCL9, CXCL10, CXCL11) in response to in vitro co-culture with anti-CD3/anti-CD28-stimulated peripheral blood mononuclear cells (PBMCs) via IFNγ and TNFα. Furthermore, T-cell-derived IFNγ inhibits CXCL12 secretion by CAFs in vitro. Our results highlight the ability of T-cell effector cytokines to modulate the CAF secretome in NSCLC.
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Affiliation(s)
- Lilian Koppensteiner
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, UK
| | - Layla Mathieson
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, UK
| | - Liam Neilson
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, UK
| | - Richard A O'Connor
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, UK
| | - Ahsan R Akram
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, UK
- Cancer Research UK Scotland Centre, Institute of Genetics and Cancer, The University of Edinburgh, UK
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37
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Hu ZY, Ding D, Song Y, Deng YF, Zhang CM, Yu T. Molecular mechanism of pancreatic ductal adenocarcinoma: The heterogeneity of cancer-associated fibroblasts and key signaling pathways. World J Clin Oncol 2025; 16:97007. [PMID: 39995552 PMCID: PMC11686552 DOI: 10.5306/wjco.v16.i2.97007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 10/04/2024] [Accepted: 11/04/2024] [Indexed: 12/11/2024] Open
Abstract
Pancreatic ductal adenocarcinoma stands out as an exceptionally fatal cancer owing to the complexities associated with its treatment and diagnosis, leading to a notably low five-year survival rate. This study offers a detailed exploration of epidemiological trends in pancreatic cancer and key molecular drivers, such as mutations in CDKN2A, KRAS, SMAD4, and TP53, along with the influence of cancer-associated fibroblasts (CAFs) on disease progression. In particular, we focused on the pivotal roles of signaling pathways such as the transforming growth factor-β and Wnt/β-catenin pathways in the development of pancreatic cancer and investigated their application in emerging therapeutic strategies. This study provides new scientific perspectives on pancreatic cancer treatment, especially in the development of precision medicine and targeted therapeutic strategies, and demonstrates the importance of signaling pathway research in the development of effective therapeutic regimens. Future studies should explore the subtypes of CAFs and their specific roles in the tumor microenvironment to devise more effective therapeutic methods.
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Affiliation(s)
- Zhong-Yuan Hu
- First School of Clinical Medicine, Shaanxi University of Chinese Medicine, Xianyang 712000, Shaanxi Province, China
| | - Ding Ding
- First School of Clinical Medicine, Shaanxi University of Chinese Medicine, Xianyang 712000, Shaanxi Province, China
| | - Yu Song
- College of Acupuncture and Massage, Shaanxi University of Chinese Medicine, Xianyang 712000, Shaanxi Province, China
| | - Ya-Feng Deng
- Graduate School, Guangzhou University of Chinese Medicine, Guangzhou 510000, Guangdong Province, China
| | - Cheng-Ming Zhang
- Digestive Department I, Shaanxi Provincial Hospital of Traditional Chinese Medicine, Xi’an 710000, Shaanxi Province, China
| | - Tao Yu
- Digestive Department I, Shaanxi Provincial Hospital of Traditional Chinese Medicine, Xi’an 710000, Shaanxi Province, China
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Li H, Zhang Z, Shi Z, Zhou S, Nie S, Yu Y, Zhang L, Sun Y, Fang C, Hu J, Niu Y, Schuck K, Wang L, Jiang K, Lu Z, Kahlert C, Roth S, Loos M, Herr I, Sunami Y, Kleeff J, Friess H, Reichert M, Dantes Z, Zou X, Michalski CW, Shen S, Kong B. Disrupting AGR2/IGF1 paracrine and reciprocal signaling for pancreatic cancer therapy. Cell Rep Med 2025; 6:101927. [PMID: 39914384 DOI: 10.1016/j.xcrm.2024.101927] [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: 06/19/2024] [Revised: 11/06/2024] [Accepted: 12/30/2024] [Indexed: 02/21/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is highly aggressive and characterized by pronounced desmoplasia. PDAC cells communicate with cancer-associated fibroblasts (CAFs) in a paracrine/reciprocal manner, substantially promoting tumor growth and desmoplastic responses. This study highlights the critical role of anterior gradient 2 (AGR2), an endoplasmic reticulum protein disulfide isomerase, secreted by PDAC cells to activate CAFs via the Wnt signaling pathway. Activated CAFs, in turn, secrete insulin-like growth factor 1 (IGF1), which enhances AGR2 expression and secretion in PDAC cells through the IGF1 receptor (IGF1R)/c-JUN axis. Within PDAC cells, AGR2 acts as a thioredoxin, aiding the folding and cell surface presentation of IGF1R, essential for PDAC's response to CAF-derived IGF1. This reciprocal AGR2/IGF1 signaling loop intensifies desmoplasia, immunosuppression, and tumorigenesis, creating a harmful feedback loop. Targeting both pathways disrupts this interaction, reduces desmoplasia, and restores anti-tumor immunity in preclinical models, offering a promising therapeutic strategy against PDAC.
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Affiliation(s)
- Hongzhen Li
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany; Department of Surgery, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich (TUM), Munich, Germany
| | - Zhiheng Zhang
- Department of Surgery, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich (TUM), Munich, Germany; Department of Hepatobiliary Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Zhao Shi
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany; Department of Gastroenterology, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Siqi Zhou
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Shuang Nie
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Yuanyuan Yu
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany; Department of Surgery, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich (TUM), Munich, Germany
| | - Lingling Zhang
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany; Department of General and Visceral Surgery, Ulm University Hospital, Ulm, Germany
| | - Yifeng Sun
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany; Department of General and Visceral Surgery, Ulm University Hospital, Ulm, Germany
| | - Chao Fang
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany; Department of General and Visceral Surgery, Ulm University Hospital, Ulm, Germany
| | - Jingxiong Hu
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany; Department of General and Visceral Surgery, Ulm University Hospital, Ulm, Germany
| | - Yiqi Niu
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany; Department of General and Visceral Surgery, Ulm University Hospital, Ulm, Germany
| | - Kathleen Schuck
- Department of General and Visceral Surgery, Ulm University Hospital, Ulm, Germany
| | - Lei Wang
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Kuirong Jiang
- Pancreas Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zipeng Lu
- Pancreas Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Christoph Kahlert
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Susanne Roth
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Martin Loos
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Ingrid Herr
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Yoshiaki Sunami
- Department of Visceral, Vascular and Endocrine Surgery, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Jörg Kleeff
- Department of Visceral, Vascular and Endocrine Surgery, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Helmut Friess
- Department of Surgery, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich (TUM), Munich, Germany
| | - Maximilian Reichert
- Department of Medicine II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Zahra Dantes
- Department of Medicine II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Xiaoping Zou
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Christoph W Michalski
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Shanshan Shen
- Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China.
| | - Bo Kong
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany.
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Loveless IM, Kemp SB, Hartway KM, Mitchell JT, Wu Y, Zwernik SD, Salas-Escabillas DJ, Brender S, George M, Makinwa Y, Stockdale T, Gartrelle K, Reddy RG, Long DW, Wombwell A, Clark JM, Levin AM, Kwon D, Huang L, Francescone R, Vendramini-Costa DB, Stanger BZ, Alessio A, Waters AM, Cui Y, Fertig EJ, Kagohara LT, Theisen B, Crawford HC, Steele NG. Human Pancreatic Cancer Single-Cell Atlas Reveals Association of CXCL10+ Fibroblasts and Basal Subtype Tumor Cells. Clin Cancer Res 2025; 31:756-772. [PMID: 39636224 PMCID: PMC11831110 DOI: 10.1158/1078-0432.ccr-24-2183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 10/07/2024] [Accepted: 12/03/2024] [Indexed: 12/07/2024]
Abstract
PURPOSE Pancreatic ductal adenocarcinoma (PDAC) patients with tumors enriched for the basal-like molecular subtype exhibit enhanced resistance to standard-of-care treatments and have significantly worse overall survival compared with patients with classic subtype-enriched tumors. It is important to develop genomic resources, enabling identification of novel putative targets in a statistically rigorous manner. EXPERIMENTAL DESIGN We compiled a single-cell RNA sequencing (scRNA-seq) atlas of the human pancreas with 229 patient samples aggregated from publicly available raw data. We mapped cell type-specific scRNA-seq gene signatures in bulk RNA-seq (n = 744) and spatial transcriptomics (ST; n = 22) and performed validation using multiplex immunostaining. RESULTS Analysis of tumor cells from our scRNA-seq atlas revealed nine distinct populations, two of which aligned with the basal subtype, correlating with worse overall survival in bulk RNA-seq. Deconvolution identified one of the basal populations to be the predominant tumor subtype in nondissociated ST tissues and in vitro tumor cell and patient-derived organoid lines. We discovered a novel enrichment and spatial association of CXCL10+ cancer-associated fibroblasts with basal tumor cells. We identified that besides immune cells, ductal cells also express CXCR3, the receptor for CXCL10, suggesting a relationship between these cell types in the PDAC tumor microenvironment. CONCLUSIONS We show that our scRNA-seq atlas (700,000 cells), integrated with ST data, has increased statistical power and is a powerful resource, allowing for expansion of current subtyping paradigms in PDAC. We uncovered a novel signaling niche marked by CXCL10+ cancer-associated fibroblasts and basal tumor cells that could be explored for future targeted therapies.
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Affiliation(s)
- Ian M. Loveless
- Department of Public Health Sciences, Center for Bioinformatics, Henry Ford Health, Detroit, Michigan
- Medical Imaging and Data Integration Lab, Department of Computational Mathematics, Science, and Engineering, Michigan State University, East Lansing, Michigan
| | - Samantha B. Kemp
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Kailee M. Hartway
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
- Department of Pathology, Wayne State University School of Medicine, Detroit, Michigan
| | - Jacob T. Mitchell
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Yuesong Wu
- Department of Statistics and Probability, Michigan State University, East Lansing, Michigan
| | - Samuel D. Zwernik
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
| | - Daniel James Salas-Escabillas
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
- Department of Cancer Biology, University of Michigan, Ann Arbor, Michigan
| | - Sydney Brender
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
| | - Madison George
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
| | - Yetunde Makinwa
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
| | - Thais Stockdale
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
| | | | - Rohit G. Reddy
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
| | - Daniel W. Long
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
| | - Allison Wombwell
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
| | - Julie M. Clark
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
| | - Albert M. Levin
- Department of Public Health Sciences, Center for Bioinformatics, Henry Ford Health, Detroit, Michigan
| | - David Kwon
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
| | - Ling Huang
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
- Department of Pathology, Wayne State University School of Medicine, Detroit, Michigan
- Department of Oncology, Wayne State University, Detroit, Michigan
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan
| | - Ralph Francescone
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
| | | | - Ben Z. Stanger
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Adam Alessio
- Medical Imaging and Data Integration Lab, Department of Computational Mathematics, Science, and Engineering, Michigan State University, East Lansing, Michigan
- Department of Biomedical Engineering, Michigan State University, East Lansing, Michigan
- Department of Radiology, MSU, Michigan State University, East Lansing, Michigan
| | - Andrew M. Waters
- Department of Surgery, University of Cincinnati, Cincinnati, Ohio
| | - Yuehua Cui
- Department of Statistics and Probability, Michigan State University, East Lansing, Michigan
| | - Elana J. Fertig
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Applied Mathematics and Statistics, Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland
- The Skip Viragh Center for Clinical and Translational Research, Baltimore, Maryland
| | - Luciane T. Kagohara
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Applied Mathematics and Statistics, Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland
| | - Brian Theisen
- Department of Pathology, Henry Ford Health, Detroit, Michigan
| | - Howard C. Crawford
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
- Department of Cancer Biology, University of Michigan, Ann Arbor, Michigan
- Department of Oncology, Wayne State University, Detroit, Michigan
| | - Nina G. Steele
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Henry Ford Hospital, Detroit, Michigan
- Department of Pathology, Wayne State University School of Medicine, Detroit, Michigan
- Department of Oncology, Wayne State University, Detroit, Michigan
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40
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Nussinov R, Yavuz BR, Jang H. Molecular principles underlying aggressive cancers. Signal Transduct Target Ther 2025; 10:42. [PMID: 39956859 PMCID: PMC11830828 DOI: 10.1038/s41392-025-02129-7] [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: 09/19/2024] [Revised: 12/02/2024] [Accepted: 01/07/2025] [Indexed: 02/18/2025] Open
Abstract
Aggressive tumors pose ultra-challenges to drug resistance. Anti-cancer treatments are often unsuccessful, and single-cell technologies to rein drug resistance mechanisms are still fruitless. The National Cancer Institute defines aggressive cancers at the tissue level, describing them as those that spread rapidly, despite severe treatment. At the molecular, foundational level, the quantitative biophysics discipline defines aggressive cancers as harboring a large number of (overexpressed, or mutated) crucial signaling proteins in major proliferation pathways populating their active conformations, primed for their signal transduction roles. This comprehensive review explores highly aggressive cancers on the foundational and cell signaling levels, focusing on the differences between highly aggressive cancers and the more treatable ones. It showcases aggressive tumors as harboring massive, cancer-promoting, catalysis-primed oncogenic proteins, especially through certain overexpression scenarios, as predisposed aggressive tumor candidates. Our examples narrate strong activation of ERK1/2, and other oncogenic proteins, through malfunctioning chromatin and crosslinked signaling, and how they activate multiple proliferation pathways. They show the increased cancer heterogeneity, plasticity, and drug resistance. Our review formulates the principles underlying cancer aggressiveness on the molecular level, discusses scenarios, and describes drug regimen (single drugs and drug combinations) for PDAC, NSCLC, CRC, HCC, breast and prostate cancers, glioblastoma, neuroblastoma, and leukemia as examples. All show overexpression scenarios of master transcription factors, transcription factors with gene fusions, copy number alterations, dysregulation of the epigenetic codes and epithelial-to-mesenchymal transitions in aggressive tumors, as well as high mutation loads of vital upstream signaling regulators, such as EGFR, c-MET, and K-Ras, befitting these principles.
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Affiliation(s)
- Ruth Nussinov
- Computational Structural Biology Section, Frederick National Laboratory for Cancer Research, Frederick, MD, 21702, USA.
- Cancer Innovation Laboratory, National Cancer Institute at Frederick, Frederick, MD, 21702, USA.
- Department of Human Molecular Genetics and Biochemistry, Sackler School of Medicine, Tel Aviv University, 69978, Tel Aviv, Israel.
| | - Bengi Ruken Yavuz
- Cancer Innovation Laboratory, National Cancer Institute at Frederick, Frederick, MD, 21702, USA
| | - Hyunbum Jang
- Computational Structural Biology Section, Frederick National Laboratory for Cancer Research, Frederick, MD, 21702, USA
- Cancer Innovation Laboratory, National Cancer Institute at Frederick, Frederick, MD, 21702, USA
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Chen F, Gu X, Qiang G. Comprehensive pan-cancer analysis of HSPG2 as a marker for prognosis. BMC Med Genomics 2025; 18:33. [PMID: 39956899 PMCID: PMC11831783 DOI: 10.1186/s12920-025-02103-w] [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: 10/08/2024] [Accepted: 02/10/2025] [Indexed: 02/18/2025] Open
Abstract
BACKGROUND In recent years, several studies have shown that HSPG2 is associated with the prognosis of specific cancers. The aim of this study was to investigate the prognostic value of HSPG2 in pan-cancer and to analyze its possible mechanisms. METHODS We used The Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression (GTEx) to explore the expression of HSPG2 in 33 tumors and corresponding controls. Univariate Cox regression and Kaplan-Meier survival analysis were applied to detect the effects of HSPG2 on overall survival (OS), disease-specific survival (DSS), and progression-free interval (PFI) in patients with these tumors, and to analyze the relationship between HSPG2 and clinical characteristics. And we further analyzed the relationship between HSPG2 and immune infiltration, DNA methylation and single cell function. And GO and KEGG enrichment analyses were performed using HSPG2 co-expressed genes. Finally, we explored the diagnostic efficacy of HSPG2 for diseases of interest and validated it using qPCR experiment. RESULTS HSPG2 was lowly expressed in 17 cancers and highly expressed in 11 cancers, and was correlated with patient's clinical characteristics in many cancers. Multivariate regression analysis showed that HSPG2 was an independent prognostic factor for DSS, OS, and PFI in bladder urothelial carcinoma (BLCA) and Mesothelioma (MESO). HSPG2 was correlated with DNA methylation, single-cell function, and immune infiltration in a variety of cancers. HSPG2 exhibited a good diagnostic efficacy for BLCA and MESO. qPCR and western blot results showed that HSPG2 expression was increased in mesothelioma compared to normal controls. CONCLUSION These findings suggest that HSPG2 could be considered as a potential diagnostic and prognostic marker for BLCA and MESO.
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Affiliation(s)
- Fangjun Chen
- Department of Thoracic Surgery, China-Japan Friendship Institute of Clinical Medicine, No.2 Yinghua East Street, Chaoyang District, Beijing, 100029, China
| | - Xing Gu
- College of Foreign Languages, Chongqing Medical University, No.1 Yixueyuan Road, Yuzhong District, Chongqing, 400016, China
| | - Guangliang Qiang
- Department of Thoracic Surgery, Peking University Third Hospital, No.49 Huayuan North Road, Haidian District, Beijing, 100191, China.
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Chen SY, Kung HC, Espinoza B, Washington I, Chen K, Mu K, Zlomke H, Loycano M, Wang R, Burns WR, Fu J, Zheng L. Distinct response to IL-1β blockade in liver- and lung-specific metastasis mouse models of pancreatic cancer with heterogeneous tumor microenvironments. Exp Hematol Oncol 2025; 14:13. [PMID: 39948655 PMCID: PMC11823153 DOI: 10.1186/s40164-025-00607-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Accepted: 02/05/2025] [Indexed: 02/16/2025] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is characterized by a heterogeneous tumor microenvironment (TME). The mechanism by which this heterogeneity confers resistance against immunotherapy remains unclear. Interleukin- 1β (IL-1β) is a proinflammatory cytokine that regulates heterogeneous cancer associated fibroblast (CAF) phenotype and promotes an immunosuppressive TME. Anti-IL-1β monoclonal antibody significantly enhanced the anti-tumor activity of anti-PD-1 in a preclinical model of PDAC. However, clinical trials have shown limited activity of the anti-IL-1β and anti-PD-1 combination. Therefore, we hypothesize that anti-tumor immune response to the combination of anti-IL-1β and anti-PD-1 antibodies is context-dependent and would be affected by the TME heterogeneity in PDAC. METHODS Liver- and lung-specific metastasis mouse models of PDAC were used to investigate the antitumor activity of anti-IL-1β and anti-PD-1 antibodies alone or in combination by ultrasound examination and survival analysis. Their effects on the TME heterogeneity were assessed by flow cytometry and single nuclear RNA sequencing. RESULTS The combination of anti-IL-1β and anti-PD-1 antibodies does not slow primary tumor growth but prolongs overall survival and reduces lung metastasis rates in a PDAC orthotopic murine model with lung metastasis tropism. In contrast, combination therapy slows primary tumor growth and prolongs survival, but does not reduce liver metastasis rates in a PDAC murine orthotopic model with liver metastasis tropism. Flow cytometry analysis showed that the combination of anti-IL-1β and anti-PD-1 antibodies restores T cell activation negated by the monotherapies. Mechanistically, in the PDAC model with lung metastasis tropism, but not in the model with liver metastasis tropism, combination treatment reverses an increased trend of immunosuppressive myeloid cells as a result of monotherapy. Single-nuclear RNA sequencing analysis of both organ-specific tumor models demonstrated that anti-IL-1β treatment altered infiltration and function of CAF and immune cells differently. Furthermore, anti-IL-1β treatment modulated cytokine/chemokine ligand-receptor-receptor interactions in the models with different organ-specific metastasis distinctly. CONCLUSION This study reveals the differential responses of organ-specific metastasis mouse models of PDAC with distinct TMEs to anti-IL-1β and anti-PD-1 treatments, suggesting that treatment response is context-dependent and affected by TME heterogeneity.
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Affiliation(s)
- Sophia Y Chen
- Department of Oncology and The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Pancreatic Cancer Precision Medicine Center of Excellence Program, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Heng-Chung Kung
- Department of Oncology and The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Pancreatic Cancer Precision Medicine Center of Excellence Program, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Birginia Espinoza
- Department of Oncology and The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Pancreatic Cancer Precision Medicine Center of Excellence Program, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - India Washington
- Department of Oncology and The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Pancreatic Cancer Precision Medicine Center of Excellence Program, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kai Chen
- Department of Oncology and The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Pancreatic Cancer Precision Medicine Center of Excellence Program, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kaiyi Mu
- Department of Oncology and The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Pancreatic Cancer Precision Medicine Center of Excellence Program, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Haley Zlomke
- Department of Oncology and The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Pancreatic Cancer Precision Medicine Center of Excellence Program, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Michael Loycano
- Department of Oncology and The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Pancreatic Cancer Precision Medicine Center of Excellence Program, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rulin Wang
- Department of Oncology and The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - William R Burns
- Department of Oncology and The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Pancreatic Cancer Precision Medicine Center of Excellence Program, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Juan Fu
- Department of Oncology and The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Pancreatic Cancer Precision Medicine Center of Excellence Program, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lei Zheng
- Department of Oncology and The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Pancreatic Cancer Precision Medicine Center of Excellence Program, The Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Mays Cancer Center, University of Texas, 7979 Wurzbach Road, MC8026, San Antonio, TX, 78229, USA.
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Wu S, Hu Y, Sui B. Promotion Mechanisms of Stromal Cell-Mediated Lung Cancer Development Within Tumor Microenvironment. Cancer Manag Res 2025; 17:249-266. [PMID: 39957904 PMCID: PMC11829646 DOI: 10.2147/cmar.s505549] [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: 11/20/2024] [Accepted: 01/19/2025] [Indexed: 02/18/2025] Open
Abstract
Lung cancer, with its high incidence and mortality rates, has garnered significant attention in the medical community. The tumor microenvironment (TME), composed of tumor cells, stromal cells, extracellular matrix, surrounding blood vessels, and other signaling molecules, plays a pivotal role in the development of lung cancer. Stromal cells within the TME hold potential as therapeutic targets for lung cancer treatment. However, the precise and comprehensive mechanisms by which stromal cells contribute to lung cancer progression have not been fully elucidated. This review aims to explore the mechanisms through which stromal cells in the tumor microenvironment promote lung cancer development, with a particular focus on how immune cells, tumor-associated fibroblasts, and endothelial cells contribute to immune suppression, inflammation, and angiogenesis. The goal is to provide new insights and potential strategies for the diagnosis and treatment of lung cancer.
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Affiliation(s)
- Siyu Wu
- Heilongjiang University of Chinese Medicine, Harbin, People’s Republic of China
| | - Yumeng Hu
- Heilongjiang University of Chinese Medicine, Harbin, People’s Republic of China
| | - Bowen Sui
- First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, People’s Republic of China
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Wang Y, Qiu X, Li Q, Qin J, Ye L, Zhang X, Huang X, Wen X, Wang Z, He W, Di Y, Zhou Q. Single-cell and spatial-resolved profiling reveals cancer-associated fibroblast heterogeneity in colorectal cancer metabolic subtypes. J Transl Med 2025; 23:175. [PMID: 39934919 DOI: 10.1186/s12967-025-06103-3] [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: 05/11/2024] [Accepted: 01/08/2025] [Indexed: 02/13/2025] Open
Abstract
BACKGROUND Colorectal cancer (CRC) presents significant treatment challenges due to its high heterogeneity and complex intercellular interactions. Further exploration of CRC subtypes and interactions among tumor-specific clusters will facilitate the development of personalized treatment strategies. METHODS Single-cell RNA sequencing and bulk RNA sequencing datasets were integrated to determine CRC metabolic subtypes by hierarchical clustering. The analysis was further extended to cellchat, pseudotime, immune infiltration, and clinicopathological relevance to explore the characteristics of secreted frizzled related protein 2 (SFRP2) + cancer-associated fibroblast (CAF) clusters, and validated by spatial transcriptomics (ST), in vivo experiments, and multiple immunohistochemistry (mIHC). RESULTS CRC samples were stably classified into three heterogeneous metabolic subtypes, each exhibiting different microenvironment and CAF heterogeneity, particularly in the distribution of SFRP2 + CAF, which was aligned with metabolic activity. SFRP2 + CAF exhibits high extracellular matrix (ECM) activity and is closely involved in cellular communication, not only promoting the malignant progression of cancer cells but also inducing the differentiation of Tregs. Compared to responders of chemotherapy, the proportion of SFRP2 + CAFs is significantly increased in non-responders. Importantly, mIHC and ST analyses confirm that cancer cells with low expression of agmatinase (AGMAT) can recruit SFRP2 + CAFs, and Treg infiltration surrounding SFRP2 + CAFs was observed. AGMAT combined with oxaliplatin showed the best efficacy in vivo, which may be associated with the inhibition of SFRP2 + CAF infiltration. CONCLUSIONS Our study identified and described the potential protumor biological properties of SFRP2 + CAFs, and AGMAT may be a valuable target for disrupting their properties.
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Affiliation(s)
- Youpeng Wang
- Center of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, Guangdong, 510080, China
| | - Xingfeng Qiu
- Department of Gastrointestinal Surgery, School of Medicine, Xiang'an Hospital of Xiamen University, Xiamen University, Xiamen, Fujian, 361000, China
| | - Qinghai Li
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, Guangdong, 510080, China
| | - Jiale Qin
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, Guangdong, 510080, China
| | - Lvlan Ye
- Department of Biochemistry, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong, 510080, China
| | - Xiang Zhang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, Guangdong, 510080, China
| | - Xingxiang Huang
- Department of Gastrointestinal Surgery, School of Medicine, Xiang'an Hospital of Xiamen University, Xiamen University, Xiamen, Fujian, 361000, China
| | - Xiangqiong Wen
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, Guangdong, 510080, China
| | - Ziyang Wang
- Center for Translational Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, 510080, China
| | - Weiling He
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, Guangdong, 510080, China.
- Department of Gastrointestinal Surgery, School of Medicine, Xiang'an Hospital of Xiamen University, Xiamen University, Xiamen, Fujian, 361000, China.
| | - Yuqin Di
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, Guangdong, 510080, China.
- Molecular Diagnosis and Gene Testing Center, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, Guangdong, 510080, China.
| | - Qi Zhou
- Center of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan 2nd Road, Guangzhou, Guangdong, 510080, China.
- Department of General Surgery, Hui Ya Hospital of The First Affiliated Hospital, Sun Yat-sen University, Huizhou, Guangdong, 516081, China.
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Kowalewski KM, Adair SJ, Talkington A, Wieder JJ, Pitarresi JR, Perez-Vale K, Chu B, Dolatshahi S, Sears R, Stanger BZ, Bauer TW, Lazzara MJ. Hypoxia-induced histone methylation and NF-κB activation in pancreas cancer fibroblasts promote EMT-supportive growth factor secretion. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.30.635486. [PMID: 39974981 PMCID: PMC11838405 DOI: 10.1101/2025.01.30.635486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
The pancreatic ductal adenocarcinoma (PDAC) tumor microenvironment contains hypoxic tissue subdomains and cancer-associated fibroblasts (CAFs) of multiple subtypes that play tumor-promoting and -restraining roles. Here, we demonstrate that hypoxia promotes an inflammatory-like CAF phenotype and that hypoxic CAFs selectively promote epithelial-mesenchymal transition (EMT) in PDAC cancer cells through growth factor-mediated cell crosstalk. By analyzing patient tumor single-cell transcriptomics and conducting an inhibitor screen, we identified IGF-2 and HGF as specific EMT-inducing growth factors produced by hypoxic CAFs. We further found that reactive oxygen species-activated NF-κB cooperates with hypoxia-dependent histone methylation to promote IGF-2 and HGF expression in hypoxic CAFs. In lineage-traced autochthonous PDAC mouse tumors, hypoxic CAFs resided preferentially near hypoxic, mesenchymal cancer cells. However, in subcutaneous tumors engineered with hypoxia fate-mapped CAFs, once-hypoxic re-oxygenated CAFs lacked a spatial correlation with mesenchymal cancer cells. Thus, hypoxia promotes reversible CAF-malignant cell interactions that drive EMT through druggable signaling pathways. One-sentence summary We show that hypoxic fibroblasts in pancreas cancer leverage histone methylation and ROS-mediated NF-κB activation to produce growth factors that drive epithelial-mesenchymal transition in malignant cells, demonstrating how tumor stromal features cooperate to initiate a signaling process for disease progression.
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Li B, Shi M, Wang Y, Li P, Yin X, Zhang G, Kang X, Wang H, Gao S, Zheng K, Shi X, Xu X, Zhou Y, Jiang H, Jing W, Guo S, Jin G. A practical distribution pattern of α-SMA-positive carcinoma associated fibroblasts indicates poor prognosis of patients with pancreatic ductal adenocarcinoma. Transl Oncol 2025; 52:102282. [PMID: 39808844 PMCID: PMC11782853 DOI: 10.1016/j.tranon.2025.102282] [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: 09/10/2024] [Revised: 12/08/2024] [Accepted: 01/07/2025] [Indexed: 01/16/2025] Open
Abstract
Purpose The present study aimed to clarify the distribution pattern of carcinoma associated fibroblasts (CAFs) across pancreatic ductal adenocarcinoma (PDAC) and its prognostic prediction value. Methods Data of two cohorts were retrospectively collected from consecutive patients who underwent primary pancreatic resection from January 2015 to December 2017. We used tumor specimens to screen out the most suitable markers for the spatial distribution analysis for CAFs subpopulations. We utilized a tissue microarray to assess the spatial intensity of α-SMA expression within the tumor microenvironment. Specifically, we classified CAFs into two types based on their α-SMA spatial expression. Type II CAFs were designated as those located in the juxtatumoural stroma with α-SMA expression that was moderate or higher, and those in the peripheral stroma with α-SMA expression that was less than moderate. All other cases, where the α-SMA expression did not meet these criteria, were categorized as Type I CAFs. Multivariable Cox proportional hazards regression was used to assess risk factors associated with patient outcomes. RNA sequencing data were obtained from bulk tumor samples and isolated CAFs from patients to reveal the distinct pattern and elucidated their fundamental characteristics. Results The α-SMA spatial intensity was the most suitable variable for representative of CAFs spatial characteristics. Patients with Type Ⅰ CAFs were more likely to be allocated into N1 or N2 of the N stage and Ⅱ and Ⅲ of the TNM stage. The spatial distribution pattern of CAFs (Type Ⅰ v.s. Type Ⅱ: HR, 1.568; 95 % CI, 1.053-2.334; P = 0.027) was an independent prognostic factor in the discovery cohort, so as in the validation (Type Ⅰ vs. Type Ⅱ: HR, 2.197; 95 % CI, 1.410-3.422; P = 0.001). RNA sequencing analysis revealed that the differentially expressed genes (DEGs) in Type I CAFs are closely associated with those in corresponding tumor tissues, highlighting the enhanced biological significance of immune-related and oncogenic invasive pathways. Conclusions Our findings that two types of α-SMA-positive CAFs with different spatial patterns present heterogeneously across tissues of PDACs and correlated with patients' outcomes. The spatial location of CAFs may facilitate patients' selection in precision medicine of PDACs.
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Affiliation(s)
- Bo Li
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China; Department of Hepatobiliary Pancreatic Surgery, Naval Medical Center, Naval Medical University (Second Military Medical University), 338 West Huaihai Road, Shanghai, 200052, China
| | - Meilong Shi
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China
| | - Yang Wang
- Department of Pathology, Shanghai Fourth People's Hospital, Tongji University School of Medicine, 1279 Sanmen Road, Shanghai 200434, China
| | - Penghao Li
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China
| | - Xiaoyi Yin
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China
| | - Guoxiao Zhang
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China
| | - Xiaochao Kang
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China
| | - Huan Wang
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China
| | - Suizhi Gao
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China
| | - Kailian Zheng
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China
| | - Xiaohan Shi
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China
| | - Xiongfei Xu
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China
| | - Yukun Zhou
- Department of Hepatobiliary Pancreatic Surgery, Naval Medical Center, Naval Medical University (Second Military Medical University), 338 West Huaihai Road, Shanghai, 200052, China
| | - Hui Jiang
- Department of Pathology, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China
| | - Wei Jing
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China.
| | - Shiwei Guo
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China.
| | - Gang Jin
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital, Naval Medical University (Second Military Medical University), 168 Changhai Road, Shanghai 200433, China.
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Desai SA, Patel VP, Bhosle KP, Nagare SD, Thombare KC. The tumor microenvironment: shaping cancer progression and treatment response. J Chemother 2025; 37:15-44. [PMID: 38179655 DOI: 10.1080/1120009x.2023.2300224] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 12/15/2023] [Accepted: 12/21/2023] [Indexed: 01/06/2024]
Abstract
The tumor microenvironment (TME) plays a crucial role in cancer progression and treatment response. It comprises a complex network of stromal cells, immune cells, extracellular matrix, and blood vessels, all of which interact with cancer cells and influence tumor behaviour. This review article provides an in-depth examination of the TME, focusing on stromal cells, blood vessels, signaling molecules, and ECM, along with commonly available therapeutic compounds that target these components. Moreover, we explore the TME as a novel strategy for discovering new anti-tumor drugs. The dynamic and adaptive nature of the TME offers opportunities for targeting specific cellular interactions and signaling pathways. We discuss emerging approaches, such as combination therapies that simultaneously target cancer cells and modulate the TME. Finally, we address the challenges and future prospects in targeting the TME. Overcoming drug resistance, improving drug delivery, and identifying new therapeutic targets within the TME are among the challenges discussed. We also highlight the potential of personalized medicine and the integration of emerging technologies, such as immunotherapy and nanotechnology, in TME-targeted therapies. This comprehensive review provides insights into the TME and its therapeutic implications. Understanding the TME's complexity and targeting its components offer promising avenues for the development of novel anti-tumor therapies and improved patient outcomes.
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Affiliation(s)
- Sharav A Desai
- Department of Pharmaceutical Biotechnology, Sanjivani College of Pharmaceutical Education & Research, Kopargaon, India
| | - Vipul P Patel
- Department of Pharmaceutical Biotechnology, Sanjivani College of Pharmaceutical Education & Research, Kopargaon, India
| | - Kunal P Bhosle
- Department of Pharmaceutical Biotechnology, Sanjivani College of Pharmaceutical Education & Research, Kopargaon, India
| | - Sandip D Nagare
- Department of Pharmaceutical Biotechnology, Sanjivani College of Pharmaceutical Education & Research, Kopargaon, India
| | - Kirti C Thombare
- Department of Pharmaceutical Biotechnology, Sanjivani College of Pharmaceutical Education & Research, Kopargaon, India
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Cheng PSW, Zaccaria M, Biffi G. Functional heterogeneity of fibroblasts in primary tumors and metastases. Trends Cancer 2025; 11:135-153. [PMID: 39674792 DOI: 10.1016/j.trecan.2024.11.005] [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: 08/29/2024] [Revised: 10/29/2024] [Accepted: 11/18/2024] [Indexed: 12/16/2024]
Abstract
Cancer-associated fibroblasts (CAFs) are abundant components of the tumor microenvironment (TME) of most solid malignancies and have emerged as key regulators of cancer progression and therapy response. Although recent technological advances have uncovered substantial CAF molecular heterogeneity at the single-cell level, defining functional roles for most described CAF populations remains challenging. With the aim of bridging CAF molecular and functional heterogeneity, this review focuses on recently identified functional interactions of CAF subtypes with malignant cells, immune cells, and other stromal cells in primary tumors and metastases. Dissecting the heterogeneous functional crosstalk of specific CAF populations with other components is starting to uncover candidate combinatorial strategies for therapeutically targeting the TME and cancer progression.
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Affiliation(s)
- Priscilla S W Cheng
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, CB2 0RE, UK
| | - Marta Zaccaria
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, CB2 0RE, UK
| | - Giulia Biffi
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, CB2 0RE, UK.
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Xu J, Pham MD, Corbo V, Ponz-Sarvise M, Oni T, Öhlund D, Hwang CI. Advancing pancreatic cancer research and therapeutics: the transformative role of organoid technology. Exp Mol Med 2025; 57:50-58. [PMID: 39814914 PMCID: PMC11799150 DOI: 10.1038/s12276-024-01378-w] [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: 08/12/2024] [Revised: 10/11/2024] [Accepted: 10/14/2024] [Indexed: 01/18/2025] Open
Abstract
Research on pancreatic cancer has transformed with the advent of organoid technology, providing a better platform that closely mimics cancer biology in vivo. This review highlights the critical advancements facilitated by pancreatic organoid models in understanding disease progression, evaluating therapeutic responses, and identifying biomarkers. These three-dimensional cultures enable the proper recapitulation of the cellular architecture and genetic makeup of the original tumors, providing insights into the complex molecular and cellular dynamics at various stages of pancreatic ductal adenocarcinoma (PDAC). We explore the applications of pancreatic organoids in dissecting the tumor microenvironment (TME); elucidating cancer progression, metastasis, and drug resistance mechanisms; and personalizing therapeutic strategies. By overcoming the limitations of traditional 2D cultures and animal models, the use of pancreatic organoids has significantly accelerated translational research, which is promising for improving diagnostic and therapeutic approaches in clinical settings, ultimately aiming to improve the outcomes of patients with pancreatic cancer.
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Affiliation(s)
- Jihao Xu
- Department of Microbiology and Molecular Genetics, University of California, Davis, Davis, CA, 95616, USA
| | - Minh Duc Pham
- Department of Microbiology and Molecular Genetics, University of California, Davis, Davis, CA, 95616, USA
| | - Vincenzo Corbo
- Department of Engineering for Innovation Medicine, University of Verona, Verona, Italy
| | - Mariano Ponz-Sarvise
- Department of Medical Oncology and Program in Solid Tumors, Cima-Universidad de Navarra, Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Pamplona, Spain
| | - Tobiloba Oni
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | - Daniel Öhlund
- Umeå University, Department of Diagnostics and Intervention, and Wallenberg Centre for Molecular Medicine at Umeå University, Umeå, Sweden
| | - Chang-Il Hwang
- Department of Microbiology and Molecular Genetics, University of California, Davis, Davis, CA, 95616, USA.
- University of California Davis Comprehensive Cancer Center, Sacramento, CA, 95817, USA.
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Tost J, Ak-Aksoy S, Campa D, Corradi C, Farinella R, Ibáñez-Costa A, Dubrot J, Earl J, Melian EB, Kataki A, Kolnikova G, Madjarov G, Chaushevska M, Strnadel J, Tanić M, Tomas M, Dubovan P, Urbanova M, Buocikova V, Smolkova B. Leveraging epigenetic alterations in pancreatic ductal adenocarcinoma for clinical applications. Semin Cancer Biol 2025; 109:101-124. [PMID: 39863139 DOI: 10.1016/j.semcancer.2025.01.003] [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: 10/01/2024] [Revised: 01/10/2025] [Accepted: 01/13/2025] [Indexed: 01/27/2025]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive malignancy characterized by late detection and poor prognosis. Recent research highlights the pivotal role of epigenetic alterations in driving PDAC development and progression. These changes, in conjunction with genetic mutations, contribute to the intricate molecular landscape of the disease. Specific modifications in DNA methylation, histone marks, and non-coding RNAs are emerging as robust predictors of disease progression and patient survival, offering the potential for more precise prognostic tools compared to conventional clinical staging. Moreover, the detection of epigenetic alterations in blood and other non-invasive samples holds promise for earlier diagnosis and improved management of PDAC. This review comprehensively summarises current epigenetic research in PDAC and identifies persisting challenges. These include the complex nature of epigenetic profiles, tumour heterogeneity, limited access to early-stage samples, and the need for highly sensitive liquid biopsy technologies. Addressing these challenges requires the standardisation of methodologies, integration of multi-omics data, and leveraging advanced computational tools such as machine learning and artificial intelligence. While resource-intensive, these efforts are essential for unravelling the functional consequences of epigenetic changes and translating this knowledge into clinical applications. By overcoming these hurdles, epigenetic research has the potential to revolutionise the management of PDAC and improve patient outcomes.
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Affiliation(s)
- Jorg Tost
- Centre National de Recherche en Génomique Humaine, CEA - Institut de Biologie François Jacob, University Paris - Saclay, Evry, France.
| | - Secil Ak-Aksoy
- Bursa Uludag University Faculty of Medicine, Medical Microbiology, Bursa 16059, Turkey.
| | - Daniele Campa
- Department of Biology, University of Pisa, via Derna 1, Pisa 56126, Italy.
| | - Chiara Corradi
- Department of Biology, University of Pisa, via Derna 1, Pisa 56126, Italy.
| | - Riccardo Farinella
- Department of Biology, University of Pisa, via Derna 1, Pisa 56126, Italy.
| | - Alejandro Ibáñez-Costa
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Department of Cell Biology, Physiology, and Immunology, University of Cordoba, Reina Sofia University Hospital, Edificio IMIBIC, Avenida Men´endez Pidal s/n, Cordoba 14004, Spain.
| | - Juan Dubrot
- Solid Tumors Program, Cima Universidad de Navarra, Cancer Center Clínica Universidad de Navarra (CCUN), Pamplona, Spain.
| | - Julie Earl
- Biomarkers and Personalized Approach to Cancer (BIOPAC) Group, Ramón y Cajal Institute for Health Research (IRYCIS), Ctra Colmenar Viejo Km 9.100, CIBERONC, Madrid 28034, Spain.
| | - Emma Barreto Melian
- Biomarkers and Personalized Approach to Cancer (BIOPAC) Group, Ramón y Cajal Institute for Health Research (IRYCIS), Ctra Colmenar Viejo Km 9.100, CIBERONC, Madrid 28034, Spain
| | - Agapi Kataki
- A' Department of Propaedeutic Surgery, National and Kapodistrian University of Athens, Vas. Sofias 114, Athens 11527, Greece.
| | - Georgina Kolnikova
- Department of Pathology, National Cancer Institute in Bratislava, Klenova 1, Bratislava 83310, Slovakia.
| | - Gjorgji Madjarov
- Ss. Cyril and Methodius University - Faculty of Computer Science and Engineering, Rudjer Boshkovikj 16, Skopje 1000, Macedonia.
| | - Marija Chaushevska
- Ss. Cyril and Methodius University - Faculty of Computer Science and Engineering, Rudjer Boshkovikj 16, Skopje 1000, Macedonia; gMendel ApS, Fruebjergvej 3, Copenhagen 2100, Denmark.
| | - Jan Strnadel
- Biomedical Centre Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin 036 01, Slovakia.
| | - Miljana Tanić
- Experimental Oncology Department, Institute for Oncology and Radiology of Serbia, Serbia; UCL Cancer Institute, University College London, London WC1E 6DD, UK.
| | - Miroslav Tomas
- Department of Surgical Oncology, National Cancer Institute in Bratislava and Slovak Medical University in Bratislava, Klenova 1, Bratislava 83310, Slovakia.
| | - Peter Dubovan
- Department of Surgical Oncology, National Cancer Institute in Bratislava and Slovak Medical University in Bratislava, Klenova 1, Bratislava 83310, Slovakia.
| | - Maria Urbanova
- Biomedical Research Center, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava 84505, Slovakia.
| | - Verona Buocikova
- Biomedical Research Center, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava 84505, Slovakia.
| | - Bozena Smolkova
- Biomedical Research Center, Slovak Academy of Sciences, Dubravska Cesta 9, Bratislava 84505, Slovakia.
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