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Lee JJ, Ng KY, Bakhtiar A. Extracellular matrix: unlocking new avenues in cancer treatment. Biomark Res 2025; 13:78. [PMID: 40426238 PMCID: PMC12117852 DOI: 10.1186/s40364-025-00757-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Accepted: 03/05/2025] [Indexed: 05/29/2025] Open
Abstract
The extracellular matrix (ECM) plays a critical role in cancer progression by influencing tumor growth, invasion, and metastasis. This review explores the emerging therapeutic strategies that target the ECM as a novel approach in cancer treatment. By disrupting the structural and biochemical interactions within the tumor microenvironment, ECM-targeted therapies aim to inhibit cancer progression and overcome therapeutic resistance. We examine the current state of ECM research, focusing on key components such as collagen, laminin, fibronectin, periostin, and hyaluronic acid, and their roles in tumor biology. Additionally, we discuss the challenges associated with ECM-targeted therapies, including drug delivery, specificity, and potential side effects, while highlighting recent advancements and future directions. This review underscores the potential of ECM-focused strategies to enhance the efficacy of existing treatments and contribute to more effective cancer therapies.
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Affiliation(s)
- Jia Jing Lee
- School of Pharmacy, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway, 47500, Selangor, Malaysia
| | - Khuen Yen Ng
- School of Pharmacy, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway, 47500, Selangor, Malaysia
| | - Athirah Bakhtiar
- School of Pharmacy, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway, 47500, Selangor, Malaysia.
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2
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Kataki AD, Gupta PG, Cheema U, Nisbet A, Wang Y, Kocher HM, Pérez-Mancera PA, Velliou EG. Mapping Tumor-Stroma-ECM Interactions in Spatially Advanced 3D Models of Pancreatic Cancer. ACS APPLIED MATERIALS & INTERFACES 2025; 17:16708-16724. [PMID: 40052705 PMCID: PMC11931495 DOI: 10.1021/acsami.5c02296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/03/2025] [Revised: 02/19/2025] [Accepted: 02/20/2025] [Indexed: 03/21/2025]
Abstract
Bioengineering-based in vitro tumor models are increasingly important as tools for studying disease progression and therapy response for many cancers, including the deadly pancreatic ductal adenocarcinoma (PDAC) that exhibits a tumor/tissue microenvironment of high cellular/biochemical complexity. Therefore, it is crucial for in vitro models to capture that complexity and to enable investigation of the interplay between cancer cells and factors such as extracellular matrix (ECM) proteins or stroma cells. Using polyurethane (PU) scaffolds, we performed a systematic study on how different ECM protein scaffold coatings impact the long-term cell evolution in scaffolds containing only cancer or only stroma cells (activated stellate and endothelial cells). To investigate potential further changes in those biomarkers due to cancer-stroma interactions, we mapped their expression in dual/zonal scaffolds consisting of a cancer core and a stroma periphery, spatially mimicking the fibrotic/desmoplastic reaction in PDAC. In our single scaffolds, we observed that the protein coating affected the cancer cell spatial aggregation, matrix deposition, and biomarker upregulation in a cell-line-dependent manner. In single stroma scaffolds, different levels of fibrosis/desmoplasia in terms of ECM composition/quantity were generated depending on the ECM coating. When studying the evolution of cancer and stroma cells in our dual/zonal model, biomarkers linked to cell aggressiveness/invasiveness were further upregulated by both cancer and stroma cells as compared to single scaffold models. Collectively, our study advances the understanding of how different ECM proteins impact the long-term cell evolution in PU scaffolds. Our findings show that within our bioengineered models, we can stimulate the cells of the PDAC microenvironment to develop different levels of aggressiveness/invasiveness, as well as different levels of fibrosis. Furthermore, we highlight the importance of considering spatial complexity to map cell invasion. Our work contributes to the design of in vitro models with variable, yet biomimetic, tissue-like properties for studying the tumor microenvironment's role in cancer progression.
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Affiliation(s)
- Anna-Dimitra Kataki
- Centre
for 3D models of Health and Disease, Division of Surgery and Interventional
Science, University College London, London W1W 7TY, U.K.
| | - Priyanka G. Gupta
- Centre
for 3D models of Health and Disease, Division of Surgery and Interventional
Science, University College London, London W1W 7TY, U.K.
- School
of Life and Health Sciences, Whitelands College, University of Roehampton, London SW15 4JD, U.K.
| | - Umber Cheema
- Centre
for 3D models of Health and Disease, Division of Surgery and Interventional
Science, University College London, London W1W 7TY, U.K.
| | - Andrew Nisbet
- Department
of Medical Physics and Biomedical Engineering, University College London, London WC1E 6BT, U.K.
| | - Yaohe Wang
- Centre
for Cancer Biomarkers and Biotherapeutics, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, U.K.
| | - Hemant M. Kocher
- Centre
for Tumour Biology and Experimental Cancer Medicine, Barts Cancer
Institute, Queen Mary University of London, London EC1M 6BQ, U.K.
| | - Pedro A. Pérez-Mancera
- Department
of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool L69 3GE, U.K.
| | - Eirini G. Velliou
- Centre
for 3D models of Health and Disease, Division of Surgery and Interventional
Science, University College London, London W1W 7TY, U.K.
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Zhang H, Winter P, Wartmann T, Simioni L, Al-Madhi S, Perrakis A, Croner RS, Shi W, Yu Q, Kahlert UD. Unlocking Clinical Insights: Lymphocyte-Specific Protein Tyrosine Kinase Candidates as Promising Therapeutic Targets for Pancreatic Cancer Risk Stratification. Cancer Biother Radiopharm 2025; 40:1-10. [PMID: 38837745 DOI: 10.1089/cbr.2024.0056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2024] Open
Abstract
Background: Uncover the pivotal link between lymphocyte-specific protein tyrosine kinase (Lck)-related genes and clinical risk stratification in pancreatic cancer. Methods: This study identifies shared genes between differentially expressed genes (DEGs) and Lck-related genes in pancreatic cancer using a methodological framework rooted in The Cancer Genome Atlas database. Feature gene selection is accomplished and a signature model is constructed. Statistical significant clinical endpoints such as overall survival (OS), disease-specific survival (DSS), and progression-free interval (PFI) were defined. Results: After performing random survival forest, Lasso regression, and multivariate Cox regression model, 7 trait genes out of 272 Lck-associated DEGs are selected to create a signature model that is independent of other clinical factors and can predict OS and DSS. It appears that high-risk patients have activated the TP53 signaling pathway and the cell cycle signaling pathway. LAMA3 turned out to be the hub gene of the signature with high expression in pancreatic cancer. Patients with increased expression of LAMA3 had a short OS, DSS, and PFI in comparison. The candidate competing endogenous RNA network of LAMA3 turned out to be OPI5-AS1/hsa-miR-186-5p/LAMA3 axis. Conclusions: A characteristic signature of seven Lck-related genes, especially LAMA3, has been shown to be a key factor in clinical risk stratification for pancreatic cancer.
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Affiliation(s)
- Huan Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Wannan Medical College, Wuhu City, China
| | - Paul Winter
- Molecular and Experimental Surgery, University Clinic for General-, Visceral-, Vascular- and Trans-Plantation Surgery, Medical Faculty University Hospital Magdeburg, Otto-von Guericke University, Magdeburg, Germany
| | - Thomas Wartmann
- Molecular and Experimental Surgery, University Clinic for General-, Visceral-, Vascular- and Trans-Plantation Surgery, Medical Faculty University Hospital Magdeburg, Otto-von Guericke University, Magdeburg, Germany
| | - Luca Simioni
- Institute for molecular and clinical immunology, Medical Faculty University Hospital Magdeburg, Otto-von Guericke University, Magdeburg, Germany
| | - Sara Al-Madhi
- Molecular and Experimental Surgery, University Clinic for General-, Visceral-, Vascular- and Trans-Plantation Surgery, Medical Faculty University Hospital Magdeburg, Otto-von Guericke University, Magdeburg, Germany
| | - Aris Perrakis
- Molecular and Experimental Surgery, University Clinic for General-, Visceral-, Vascular- and Trans-Plantation Surgery, Medical Faculty University Hospital Magdeburg, Otto-von Guericke University, Magdeburg, Germany
| | - Roland S Croner
- Molecular and Experimental Surgery, University Clinic for General-, Visceral-, Vascular- and Trans-Plantation Surgery, Medical Faculty University Hospital Magdeburg, Otto-von Guericke University, Magdeburg, Germany
| | - Wenjie Shi
- Molecular and Experimental Surgery, University Clinic for General-, Visceral-, Vascular- and Trans-Plantation Surgery, Medical Faculty University Hospital Magdeburg, Otto-von Guericke University, Magdeburg, Germany
| | - Quan Yu
- Department of Clinical Nutrition, Jinshan Hospital, Fudan University, Shanghai, China
| | - Ulf D Kahlert
- Molecular and Experimental Surgery, University Clinic for General-, Visceral-, Vascular- and Trans-Plantation Surgery, Medical Faculty University Hospital Magdeburg, Otto-von Guericke University, Magdeburg, Germany
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Voronkova MA, Johnson B, Gandhi N, Koomen JM, Patrick M, Shanthi Bhupathi S, Wu VM, Elliott A, Vanderwalde A, Halmos B, Hazlehurst LA. ERO1A levels are a prognostic indicator in EGFR mutated non small cell lung cancer. NPJ Precis Oncol 2024; 8:250. [PMID: 39496753 PMCID: PMC11535241 DOI: 10.1038/s41698-024-00736-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 10/14/2024] [Indexed: 11/06/2024] Open
Abstract
We have identified endoplasmic reticulum oxidoreductase 1 alpha (ERO1A) as a poor prognostic indicator in epidermal growth factor receptor (EGFR)-mutated non-small cell lung cancer (EGFRMUT-NSCLC). In addition, comparison of high versus low ERO1A expression among cohorts of EGFRMUT-NSCLC primary samples revealed that ERO1A expression correlated with increased expression of proteins that regulate secretion. Using the CPTAC proteomic data set in lung adenocarcinoma we found that high ERO1A protein expression correlated with both extracellular matrix and matrix modifying enzymes. In this report, we found that ablating ERO1A expression was a determinant of clonogenicity, tumor sphere formation, spheroid growth and growth in vivo, as well as response to Osimertinib. We validated that ERO1A-knockout EGFRMUT-LUAD cell lines demonstrated a reduction in secretion of both laminin gamma 2 (LAMC2) and the collagen modifying enzyme lysyl oxidase-like 2 (LOXL2). Our work supports the role of ERO1A in modulating the tumor microenvironment that is likely to contribute to tumor progression.
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Affiliation(s)
- M A Voronkova
- West Virginia University Cancer Institute, Morgantown, WV, USA
| | - B Johnson
- West Virginia University Cancer Institute, Morgantown, WV, USA
| | - N Gandhi
- Caris Life Sciences, Phoenix, AZ, USA
| | - J M Koomen
- Molecular Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - M Patrick
- Penn State Cancer Institute, Penn State College of Medicine, Hershey, PA, USA
| | | | - V M Wu
- West Virginia University Cancer Institute, Morgantown, WV, USA
| | - A Elliott
- Caris Life Sciences, Phoenix, AZ, USA
| | | | - B Halmos
- Montefiore Einstein Comprehensive Cancer Center, Bronx, NY, USA
| | - L A Hazlehurst
- West Virginia University Cancer Institute, Morgantown, WV, USA.
- Department of Pharmaceutical Sciences, West Virginia University, Morgantown, WV, USA.
- Department of Medical Oncology, West Virginia University School of Medicine, Morgantown, WV, USA.
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Lai YW, Liu ZW, Lin MH, Yang CC, Chu CY, Chung CH, Lin CW. Melatonin increases Olaparib sensitivity and suppresses cancer-associated fibroblast infiltration via suppressing the LAMB3-CXCL2 axis in TNBC. Pharmacol Res 2024; 209:107429. [PMID: 39306019 DOI: 10.1016/j.phrs.2024.107429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 09/18/2024] [Accepted: 09/18/2024] [Indexed: 09/28/2024]
Abstract
Triple-negative breast cancer (TNBC) is the most malignant breast cancer subtype, characterized with high aggressiveness and a high recurrence rate. Olaparib is the first US Food and Drug Administration-approved poly(ADP ribose) polymerase (PARP) inhibitor (PARPi) to treat breast cancer patients with a germline BRCA1 or BRCA2 mutation. However, resistance to Olaparib treatment restricts the therapeutic effects, and thus novel therapeutics are urgently required. In the present study, we identified that the combination of melatonin and Olaparib synergistically enhanced the sensitivity of TNBC cells. Moreover, melatonin exerted promising antitumor activities in Olaparib-resistant cells, implying the potential for its clinical application. An RNA-sequencing analysis revealed that melatonin treatment downregulated laminin subunit beta 3 (LAMB3) expression. Genetic ablation of LAMB3 significantly increased Olaparib sensitivity, and subsequently suppressed proliferation, epithelial-to-mesenchymal transition (EMT)-related gene expressions, and aggressiveness of breast cancer cells. Accordingly, LAMB3 expression was positively correlated with C-X-C motif chemokine ligand 2 (CXCL2), and they collaboratively promoted cancer-associated fibroblast (CAF) infiltration. An in vivo study demonstrated that combined treatment with melatonin and Olaparib showed enhanced inhibitory efficacy against tumor growth, LAMB3 expression, CXCL2 levels, and CAF infiltration compared to single treatment groups, and combined treatment with melatonin and Olaparib significantly ameliorated the immunosuppressive tumor microenvironment. These findings illustrate a promising therapeutic strategy using melatonin to overcome Olaparib resistance and activate antitumor immunity via attenuating the LAMB3-CXCL2 axis in breast cancer patients.
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Affiliation(s)
- Yi-Wen Lai
- Graduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei, Taiwan; Department of Biochemistry and Molecular Cell Biology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Zei-Wei Liu
- Department of Biochemistry and Molecular Cell Biology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Mei-Hsiang Lin
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Ching-Chieh Yang
- Department of Radiation Oncology, Chi Mei Medical Center, Tainan, Taiwan; Department of Pharmacy, Chia-Nan University of Pharmacy and Science, Tainan, Taiwan; School of Medicine, College of Medicine, National Sun Yat-sen University, Kaohsiung, Taiwan
| | - Cheng-Ying Chu
- CRISPR Gene Targeting Core Lab, Taipei Medical University, Taipei, Taiwan
| | - Chu-Hung Chung
- Graduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei, Taiwan; Department of Biochemistry and Molecular Cell Biology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Cheng-Wei Lin
- Graduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei, Taiwan; Department of Biochemistry and Molecular Cell Biology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; Department of Biomedical Science and Environmental Biology, Kaohsiung Medical University, Kaohsiung, Taiwan.
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6
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Song Y, Wang L, Ren Y, Zhou X, Tan J. Identification of LINC02454-related key pathways and genes in papillary thyroid cancer by weighted gene coexpression network analysis (WGCNA). Thyroid Res 2024; 17:17. [PMID: 39218967 PMCID: PMC11367880 DOI: 10.1186/s13044-024-00205-8] [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: 07/27/2023] [Accepted: 06/19/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Our previous study demonstrated that long intergenic noncoding RNA 02454 (LINC02454) may act as an oncogene to promote the proliferation and inhibit the apoptosis of papillary thyroid cancer (PTC) cells. This study was designed to investigate the mechanisms whereby LINC02454 is related to PTC tumorigenesis. METHODS Thyroid cancer RNA sequence data were obtained from The Cancer Genome Atlas (TCGA) database. Weighted gene coexpression network analysis (WGCNA) was applied to identify modules closely associated with PTC. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis was used to identify the key pathways, and the maximal clique centrality (MCC) topological method was used to identify the hub genes. The Gene Expression Profiling Interactive Analysis (GEPIA) database was used to compare expression levels of key genes between PTC samples and normal samples and explore the prognostic value of key genes. The key genes were further validated with GEO dataset. RESULTS The top 5000 variable genes were investigated, followed by an analysis of 8 modules, and the turquoise module was the most positively correlated with the clinical stage of PTC. KEGG pathway analysis found the top two pathways of the ECM - receptor interaction and MAPK signaling pathway. In addition, five key genes (FN1, LAMB3, ITGA3, SDC4, and IL1RAP) were identified through the MCC algorithm and KEGG analysis. The expression levels of the five key genes were significantly upregulated in thyroid cancer in both TCGA and GEO datasets, and of these five genes, FN1 and ITGA3 were associated with poor disease-free prognosis. CONCLUSIONS Our study identified five key genes and two key pathways associated with LINC02454, which might shed light on the underlying mechanism of LINC02454 action in PTC.
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Affiliation(s)
- Yingjian Song
- Department of Respiratory and Critical Care Medicine, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Lin Wang
- Department of General Practice, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, 6 Beijing Road West, Huaian, 223300, Jiangsu, China
| | - Yi Ren
- Department of Breast and Thyroid Surgery, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Xilei Zhou
- Department of Radiation Oncology, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huai'an, Jiangsu, China
| | - Juan Tan
- Department of General Practice, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, 6 Beijing Road West, Huaian, 223300, Jiangsu, China.
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Yu F, Zeng G, Yang L, Zhou H, Wang Y. LAMB3: Central role and clinical significance in neoplastic and non-neoplastic diseases. Biomed Pharmacother 2024; 178:117233. [PMID: 39111076 DOI: 10.1016/j.biopha.2024.117233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Revised: 07/18/2024] [Accepted: 07/30/2024] [Indexed: 08/25/2024] Open
Abstract
Recently, topics related to targeted gene therapy and diagnosis have become increasingly important in disease research. The progression of many diseases is associated with specific gene signaling pathways. Therefore, the identification of precise gene targets in various diseases is crucial for the development of effective treatments. Laminin subunit beta 3 (LAMB3), a component of laminin 5, functions as an adhesive protein in the extracellular matrix and plays a vital role in regulating cell proliferation, migration, and cell cycle in certain diseases. Previous studies have indicated that LAMB3 is highly expressed in numerous tumorous and non-tumorous conditions, including renal fibrosis; squamous cell carcinoma of the skin, thyroid, lung, pancreatic, ovarian, colorectalr, gastric, breast, cervical, nasopharyngeal, bladder, prostate cancers; and cholangiocarcinoma. Conversely, it is underexpressed in other conditions, such as hepatocellular carcinoma, epidermolysis bullosa, and amelogenesis imperfecta. Consequently, LAMB3 may serve as a molecular diagnostic and therapeutic target for various diseases through its involvement in critical gene signaling pathways. This paper reviews the research status of LAMB3 and its role in related diseases.
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Affiliation(s)
- Fangqiu Yu
- Urological Department, First Hospital of Jilin University, Changchun, Jilin Province 130021, China
| | - Guoqiang Zeng
- Urological Department, First Hospital of Jilin University, Changchun, Jilin Province 130021, China
| | - Lei Yang
- Urological Department, First Hospital of Jilin University, Changchun, Jilin Province 130021, China
| | - Honglan Zhou
- Urological Department, First Hospital of Jilin University, Changchun, Jilin Province 130021, China
| | - Yuantao Wang
- Urological Department, First Hospital of Jilin University, Changchun, Jilin Province 130021, China.
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Lee DU, Han BS, Jung KH, Hong SS. Tumor Stroma as a Therapeutic Target for Pancreatic Ductal Adenocarcinoma. Biomol Ther (Seoul) 2024; 32:281-290. [PMID: 38590092 PMCID: PMC11063484 DOI: 10.4062/biomolther.2024.029] [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: 02/20/2024] [Revised: 03/20/2024] [Accepted: 03/21/2024] [Indexed: 04/10/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) has a poor prognosis owing to its desmoplastic stroma. Therefore, therapeutic strategies targeting this tumor stroma should be developed. In this study, we describe the heterogeneity of cancer-associated fibroblasts (CAFs) and their diverse roles in the progression, immune evasion, and resistance to treatment of PDAC. We subclassified the spatial distribution and functional activity of CAFs to highlight their effects on prognosis and drug delivery. Extracellular matrix components such as collagen and hyaluronan are described for their roles in tumor behavior and treatment outcomes, implying their potential as therapeutic targets. We also discussed the roles of extracellular matrix (ECM) including matrix metalloproteinases and tissue inhibitors in PDAC progression. Finally, we explored the role of the adaptive and innate immune systems in shaping the PDAC microenvironment and potential therapeutic strategies, with a focus on immune cell subsets, cytokines, and immunosuppressive mechanisms. These insights provide a comprehensive understanding of PDAC and pave the way for the development of prognostic markers and therapeutic interventions.
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Affiliation(s)
- Dae Ui Lee
- Department of Medicine, College of Medicine, Inha University, Incheon 22332, Republic of Korea
| | - Beom Seok Han
- Program in Biomedical Science & Engineering, The Graduate School, Inha University, Incheon 22212, Republic of Korea
| | - Kyung Hee Jung
- Department of Medicine, College of Medicine, Inha University, Incheon 22332, Republic of Korea
| | - Soon-Sun Hong
- Department of Medicine, College of Medicine, Inha University, Incheon 22332, Republic of Korea
- Program in Biomedical Science & Engineering, The Graduate School, Inha University, Incheon 22212, Republic of Korea
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