1
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Zheng H, Hua Y, Yang S, Liu V, Huang N, Li J, Kleeff J, Liao Q, Liu Q. Epigenetic modification and tumor immunity: Unraveling the interplay with the tumor microenvironment and its therapeutic vulnerability and implications. Cancer Lett 2025; 616:217587. [PMID: 40023391 DOI: 10.1016/j.canlet.2025.217587] [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: 12/18/2024] [Revised: 02/19/2025] [Accepted: 02/22/2025] [Indexed: 03/04/2025]
Abstract
In the ever-evolving arena of molecular biology, epigenetic modifications stand out as crucial determinants in the orchestration of cellular identity, function, and fate. This review analyzes the close relationship between epigenetics and tumor immunity, emphasizing the intricate interplay with the tumor microenvironment (TME). Rooted in the knowledge that the incidence of cancer correlates strongly with the biological and genetic age, we highlight DNA methylation as a cornerstone of the "epigenetic aging" process with close ties to tumorigenesis. The TME, with its diverse cellular and acellular constituents, is an active participant in tumor biology, further complicated by epigenetic alterations. These modifications, from DNA methylation to histone changes, not only shape the TME but are reciprocally influenced by it, reinforcing a cycle that propels malignancy. Through this exploration, we underline the importance of understanding this mutual relationship, as it holds significant implications for tumor growth, heterogeneity, and therapeutic resistance. Ultimately, this review illuminates the potential of harnessing epigenetic insights for innovative cancer therapeutic strategies, pointing towards a promising avenue for future cancer management.
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Affiliation(s)
- Huaijin Zheng
- Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science, and Peking Union Medical College, Beijing, 100730, China
| | - Yuze Hua
- Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science, and Peking Union Medical College, Beijing, 100730, China
| | - Sen Yang
- Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science, and Peking Union Medical College, Beijing, 100730, China
| | - Vincent Liu
- Tsinghua University School of Basic Medical Sciences, Beijing, 100084, China
| | - Nan Huang
- Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science, and Peking Union Medical College, Beijing, 100730, China
| | - Jiayi Li
- Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science, and Peking Union Medical College, Beijing, 100730, China
| | - Jorg Kleeff
- Department of Visceral, Vascular and Endocrine Surgery, Martin-Luther-University Halle-Wittenberg, 06120, Halle (Saale), Germany
| | - Quan Liao
- Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science, and Peking Union Medical College, Beijing, 100730, China.
| | - Qiaofei Liu
- Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science, and Peking Union Medical College, Beijing, 100730, China.
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2
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Fan Z, Xiao Y, Du Y, Zhang Y, Zhou W. Pancreatic cancer subtyping - the keystone of precision treatment. Front Immunol 2025; 16:1563725. [PMID: 40264765 PMCID: PMC12011869 DOI: 10.3389/fimmu.2025.1563725] [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: 03/17/2025] [Indexed: 04/24/2025] Open
Abstract
In recent years, the incidence and mortality rates of pancreatic cancer have been rising, posing a severe threat to human health. Tumor heterogeneity remains a critical barrier to advancing diagnosis and treatment efforts. The lack of specific early symptoms, limited early diagnostic methods, high biological complexity, and restricted therapeutic options contribute to the poor outcomes and prognosis of pancreatic cancer. Therefore, there is an urgent need to explore the different subtypes in-depth and develop personalized therapeutic strategies tailored to each subtype. Increasing evidence highlights the pivotal role of molecular subtyping in treating pancreatic cancer. This review focuses on recent advancements in classifying molecular subtypes and therapeutic approaches, discussed from the perspectives of gene mutations, genomics, transcriptomics, proteomics, metabolomics, and immunomics.
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Affiliation(s)
- Zeyang Fan
- The Second Clinical Medical School, Lanzhou University,
Lanzhou, China
| | - Yao Xiao
- The Second Clinical Medical School, Lanzhou University,
Lanzhou, China
| | - Yan Du
- The Second Clinical Medical School, Lanzhou University,
Lanzhou, China
| | - Yan Zhang
- The Second Clinical Medical School, Lanzhou University,
Lanzhou, China
| | - Wence Zhou
- Department of General Surgery , The Second Hospital of Lanzhou University & The Second Clinical Medical School, Lanzhou University, Lanzhou, China
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3
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Espinet E, Natoli G. Leveraging the tug-of-war with genomic retroelements to enhance immunotherapy of pancreatic cancer. Gut 2025; 74:701-702. [PMID: 39438125 DOI: 10.1136/gutjnl-2024-333702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Accepted: 10/08/2024] [Indexed: 10/25/2024]
Affiliation(s)
- Elisa Espinet
- Pathology and Experimental Therapy, University of Barcelona, L'Hospitalet de Llobregat, Spain
- Oncobell, IDIBELL, Barcelona, Spain
| | - Gioacchino Natoli
- Department of Experimental Oncology, European Institute of Oncology, Milano, Italy
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4
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Handschin C, Shalhoub H, Mazet A, Guyon C, Dusserre N, Boutet-Robinet E, Oliveira H, Guillermet-Guibert J. Biotechnological advances in 3D modeling of cancer initiation. Examples from pancreatic cancer research and beyond. Biofabrication 2025; 17:022008. [PMID: 40018875 DOI: 10.1088/1758-5090/adb51c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Accepted: 02/12/2025] [Indexed: 03/01/2025]
Abstract
In recent years, biofabrication technologies have garnered significant attention within the scientific community for their potential to create advancedin vitrocancer models. While these technologies have been predominantly applied to model advanced stages of cancer, there exists a pressing need to develop pertinent, reproducible, and sensitive 3D models that mimic cancer initiation lesions within their native tissue microenvironment. Such models hold profound relevance for comprehending the intricacies of cancer initiation, to devise novel strategies for early intervention, and/or to conduct sophisticated toxicology assessments of putative carcinogens. Here, we will explain the pivotal factors that must be faithfully recapitulated when constructing these models, with a specific focus on early pancreatic cancer lesions. By synthesizing the current state of research in this field, we will provide insights into recent advances and breakthroughs. Additionally, we will delineate the key technological and biological challenges that necessitate resolution in future endeavors, thereby paving the way for more accurate and insightfulin vitrocancer initiation models.
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Affiliation(s)
- C Handschin
- Université de Bordeaux, Tissue Bioengineering - BioTis, INSERM U1026, Bordeaux, F-33000, France
- INSERM U1026, ART BioPrint, F-33000 Bordeaux, France
| | - H Shalhoub
- CRCT, Université de Toulouse, Inserm, CNRS, Centre de Recherches en Cancérologie de Toulouse, 2 av Hubert Curien, Toulouse, France
- Labex Toucan, 2 av Hubert Curien, Toulouse, France
| | - A Mazet
- Université de Bordeaux, Tissue Bioengineering - BioTis, INSERM U1026, Bordeaux, F-33000, France
- INSERM U1026, ART BioPrint, F-33000 Bordeaux, France
| | - C Guyon
- CRCT, Université de Toulouse, Inserm, CNRS, Centre de Recherches en Cancérologie de Toulouse, 2 av Hubert Curien, Toulouse, France
- Labex Toucan, 2 av Hubert Curien, Toulouse, France
- Toxalim (Research Centre in Food Toxicology), Université de Toulouse, INRAE, ENVT, INP-Purpan, UT3, Toulouse, France
| | - N Dusserre
- Université de Bordeaux, Tissue Bioengineering - BioTis, INSERM U1026, Bordeaux, F-33000, France
- INSERM U1026, ART BioPrint, F-33000 Bordeaux, France
| | - E Boutet-Robinet
- Toxalim (Research Centre in Food Toxicology), Université de Toulouse, INRAE, ENVT, INP-Purpan, UT3, Toulouse, France
| | - H Oliveira
- Université de Bordeaux, Tissue Bioengineering - BioTis, INSERM U1026, Bordeaux, F-33000, France
- INSERM U1026, ART BioPrint, F-33000 Bordeaux, France
| | - J Guillermet-Guibert
- CRCT, Université de Toulouse, Inserm, CNRS, Centre de Recherches en Cancérologie de Toulouse, 2 av Hubert Curien, Toulouse, France
- Labex Toucan, 2 av Hubert Curien, Toulouse, France
- Toxalim (Research Centre in Food Toxicology), Université de Toulouse, INRAE, ENVT, INP-Purpan, UT3, Toulouse, France
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5
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Demir T, Moloney C, Mahalingam D. Threading the Needle: Navigating Novel Immunotherapeutics in Pancreatic Ductal Adenocarcinoma. Cancers (Basel) 2025; 17:715. [PMID: 40075563 PMCID: PMC11898821 DOI: 10.3390/cancers17050715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2025] [Revised: 02/08/2025] [Accepted: 02/17/2025] [Indexed: 03/14/2025] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy with a poor prognosis. Currently, chemotherapy is the only option for most patients with advanced-stage PDAC. Further, conventional immunotherapies and targeted therapies improve survival outcomes only in rare PDAC patient subgroups. To date, combinatory immunotherapeutic strategies to overcome the immune-hostile PDAC tumor microenvironment (TME) have resulted in limited efficacy in clinical studies. However, efforts are ongoing to develop new treatment strategies for patients with PDAC with the evolving knowledge of the TME, molecular characterization, and immune resistance mechanisms. Further, the growing arsenal of various immunotherapeutic agents, including novel classes of immune checkpoint inhibitors and oncolytic, chimeric antigen receptor T cell, and vaccine therapies, reinforces these efforts. This review will focus on the place of immunotherapy and future possible strategies in PDAC.
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Affiliation(s)
| | | | - Devalingam Mahalingam
- Developmental Therapeutics, Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (T.D.); (C.M.)
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6
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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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7
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Zhang S, Deng S, Liu J, Liu S, Chen Z, Liu S, Xue C, Zeng L, Zhao H, Xu Z, Zhao S, Zhou Y, Peng X, Wu X, Bai R, Wu S, Li M, Zheng J, Lin D, Zhang J, Huang X. Targeting MXD1 sensitises pancreatic cancer to trametinib. Gut 2025:gutjnl-2024-333408. [PMID: 39819860 DOI: 10.1136/gutjnl-2024-333408] [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: 07/19/2024] [Accepted: 12/29/2024] [Indexed: 01/19/2025]
Abstract
BACKGROUND The resistance of pancreatic ductal adenocarcinoma (PDAC) to trametinib therapy limits its clinical use. However, the molecular mechanisms underlying trametinib resistance in PDAC remain unclear. OBJECTIVE We aimed to illustrate the mechanisms of resistance to trametinib in PDAC and identify trametinib resistance-associated druggable targets, thus improving the treatment efficacy of trametinib-resistant PDAC. DESIGN We established patient-derived xenograft (PDX) models and primary cell lines to conduct functional experiments. We also applied single-cell RNA sequencing, Assay for Transposase-accessible Chromatin with sequencing and Cleavage Under Targets and Tagmentation sequencing to explore the relevant molecular mechanism. RESULTS We have identified a cancer cell subpopulation featured by hyperactivated viral mimicry response in trametinib-resistant PDXs. We have demonstrated that trametinib treatment of PDAC PDXs induces expression of transcription factor MAX dimerisation protein 1 (MXD1), which acts as a cofactor of histone methyltransferase mixed lineage leukaemia 1 to increased H3K4 trimethylation in transposable element (TE) loci, enhancing chromatin accessibility and thus the transcription of TEs. Mechanistically, enhanced transcription of TEs produces excessive double-stranded RNAs, leading to the activation of viral mimicry response and downstream oncogenic interferon-stimulated genes. Inhibiting MXD1 expression can recover the drug vulnerability of trametinib-resistant PDAC cells to trametinib. CONCLUSIONS Our study has discovered an important mechanism for trametinib resistance and identified MXD1 as a druggable target in treatment of trametinib-resistant PDAC.
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Affiliation(s)
- Shaoping Zhang
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Shuang Deng
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Ji Liu
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Shuang Liu
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Ziming Chen
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Shaoqiu Liu
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Chunling Xue
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Lingxing Zeng
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Hongzhe Zhao
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Zilan Xu
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Sihan Zhao
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Yifan Zhou
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Xinyi Peng
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Xiaoyu Wu
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Ruihong Bai
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Shaojia Wu
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Mei Li
- Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Jian Zheng
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
- Affiliated Cancer Hospital and Institute of Guangzhou Medical University, Guangzhou, China
| | - Dongxin Lin
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
- Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jialiang Zhang
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Xudong Huang
- State Key Laboratory of Oncology in South China and Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
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8
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Klein L, Tu M, Krebs N, Urbach L, Grimm D, Latif MU, Penz F, Blandau A, Wu X, Samuel RD, Küffer S, Wegwitz F, Chan N, Aliar K, Vyas F, Kishore U, Hessmann E, Trumpp A, Espinet E, Papantonis A, Khokha R, Ellenrieder V, Grünwald BT, Singh SK. Spatial tumor immune heterogeneity facilitates subtype co-existence and therapy response in pancreatic cancer. Nat Commun 2025; 16:335. [PMID: 39762215 PMCID: PMC11704331 DOI: 10.1038/s41467-024-55330-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 12/09/2024] [Indexed: 01/11/2025] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) displays a high degree of spatial subtype heterogeneity and co-existence, linked to a diverse microenvironment and worse clinical outcome. However, the underlying mechanisms remain unclear. Here, by combining preclinical models, multi-center clinical, transcriptomic, proteomic, and patient bioimaging data, we identify an interplay between neoplastic intrinsic AP1 transcription factor dichotomy and extrinsic macrophages driving subtype co-existence and an immunosuppressive microenvironment. ATAC-, ChIP-, and RNA-seq analyses reveal that JUNB/AP1- and HDAC-mediated epigenetic programs repress pro-inflammatory signatures in tumor cells, antagonizing cJUN/AP1 signaling, favoring a therapy-responsive classical neoplastic state. This dichotomous regulation is amplified via regional TNF-α+ macrophages, which associates with a reactive phenotype and reduced CD8+ T cell infiltration in patients. Consequently, combined preclinical anti-TNF-α immunotherapy and chemotherapy reduces macrophages and promotes CD3+/CD8+ T cell infiltration in basal-like PDAC, improving survival. Hence, tumor cell-intrinsic epigenetic programs, together with extrinsic microenvironmental cues, facilitate intratumoral subtype heterogeneity and disease progression.
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Affiliation(s)
- Lukas Klein
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Mengyu Tu
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Niklas Krebs
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, Essen, Germany
| | - Laura Urbach
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Daniela Grimm
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Muhammad Umair Latif
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Frederike Penz
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Anna Blandau
- Department of Gynecology and Obstetrics, University Medical Center Göttingen, Göttingen, Germany
| | - Xueyan Wu
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Rebecca Diya Samuel
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Florian Wegwitz
- Department of Gynecology and Obstetrics, University Medical Center Göttingen, Göttingen, Germany
| | - Nathan Chan
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Kazeera Aliar
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Foram Vyas
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Uday Kishore
- Department of Veterinary Medicine and Zayed Center of Health Sciences, United Arab Emirates University, Al Ain, UAE
| | - Elisabeth Hessmann
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
- Clinical Research Unit KFO5002, University Medical Center Göttingen, Göttingen, Germany
- Comprehensive Cancer Center, Lower Saxony, Göttingen and Hannover, Germany
| | - Andreas Trumpp
- Division of Stem Cells and Cancer, DKFZ, Heidelberg, Germany
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany
| | - Elisa Espinet
- Division of Stem Cells and Cancer, DKFZ, Heidelberg, Germany
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany
- Department of Pathology and Experimental Therapy, School of Medicine, University of Barcelona, L'Hospitalet de Llobregat, Barcelona, Spain
- Molecular Mechanisms and Experimental Therapy in Oncology Program (Oncobell), Institut d'Investigació Biomèdica de Bellvitge, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Argyris Papantonis
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
- Clinical Research Unit KFO5002, University Medical Center Göttingen, Göttingen, Germany
- Comprehensive Cancer Center, Lower Saxony, Göttingen and Hannover, Germany
| | - Rama Khokha
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Volker Ellenrieder
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
- Clinical Research Unit KFO5002, University Medical Center Göttingen, Göttingen, Germany
- Comprehensive Cancer Center, Lower Saxony, Göttingen and Hannover, Germany
| | - Barbara T Grünwald
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Department of Urology, West German Cancer Center, University Hospital Essen, Essen, Germany
| | - Shiv K Singh
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany.
- Clinical Research Unit KFO5002, University Medical Center Göttingen, Göttingen, Germany.
- Comprehensive Cancer Center, Lower Saxony, Göttingen and Hannover, Germany.
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9
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Würth R, Donato E, Michel LL, Saini M, Becker L, Cheytan T, Doncevic D, Messmer T, Gutjahr E, Weber R, Klein C, Alborzinia H, Yildiz U, Vogel V, Hlevnjak M, Kozyulina P, Neuberth SJ, Schwerd-Kleine P, Jakab S, Pfarr N, Angeles AK, Laut AK, Karpova D, Falcone M, Hardt O, Theek B, Wagner CV, Becker M, Wagner S, Haselmayr M, Schmitt A, Müller-Tidow C, Riethdorf S, Pantel K, Zapatka M, Sültmann H, Herrmann C, Thewes V, Lichter P, Schneeweiss A, Sprick MR, Trumpp A. Circulating tumor cell plasticity determines breast cancer therapy resistance via neuregulin 1-HER3 signaling. NATURE CANCER 2025; 6:67-85. [PMID: 39753722 PMCID: PMC11779641 DOI: 10.1038/s43018-024-00882-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 11/18/2024] [Indexed: 01/31/2025]
Abstract
Circulating tumor cells (CTCs) drive metastasis, the leading cause of death in individuals with breast cancer. Due to their low abundance in the circulation, robust CTC expansion protocols are urgently needed to effectively study disease progression and therapy responses. Here we present the establishment of long-term CTC-derived organoids from female individuals with metastatic breast cancer. Multiomics analysis of CTC-derived organoids along with preclinical modeling with xenografts identified neuregulin 1 (NRG1)-ERBB2 receptor tyrosine kinase 3 (ERBB3/HER3) signaling as a key pathway required for CTC survival, growth and dissemination. Genome-wide CRISPR activation screens revealed that fibroblast growth factor receptor 1 (FGFR1) signaling serves a compensatory function to the NRG1-HER3 axis and rescues NRG1 deficiency in CTCs. Conversely, NRG1-HER3 activation induced resistance to FGFR1 inhibition, whereas combinatorial blockade impaired CTC growth. The dynamic interplay between NRG1-HER3 and FGFR1 signaling reveals the molecular basis of cancer cell plasticity and clinically relevant strategies to target it. Our CTC organoid platform enables the identification and validation of patient-specific vulnerabilities and represents an innovative tool for precision medicine.
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Affiliation(s)
- Roberto Würth
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany.
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany.
| | - Elisa Donato
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Laura L Michel
- Gynecologic Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Massimo Saini
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Lisa Becker
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Tasneem Cheytan
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Daria Doncevic
- Department of Bioinformatics, Institute of Pharmacy and Molecular Biotechnology & BioQuant, Heidelberg University, Heidelberg, Germany
| | - Tobias Messmer
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Ewgenija Gutjahr
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Rebecca Weber
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Corinna Klein
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Hamed Alborzinia
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Umut Yildiz
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Vanessa Vogel
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Mario Hlevnjak
- Computational Oncology, Molecular Precision Oncology Program, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Polina Kozyulina
- Computational Oncology, Molecular Precision Oncology Program, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Sarah-Jane Neuberth
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Paul Schwerd-Kleine
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Sevinç Jakab
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Nicole Pfarr
- Institute of Pathology, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Arlou Kristina Angeles
- Division of Cancer Genome Research, German Cancer Research Center, National Center for Tumor Diseases, Heidelberg, Germany
| | - Astrid K Laut
- Division of Cancer Genome Research, German Cancer Research Center, National Center for Tumor Diseases, Heidelberg, Germany
| | - Darja Karpova
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Mattia Falcone
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Olaf Hardt
- Miltenyi Biotec, Bergisch Gladbach, Germany
| | | | - Celina V Wagner
- Gynecologic Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mirjam Becker
- Gynecologic Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sabine Wagner
- Gynecologic Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Martina Haselmayr
- Gynecologic Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anita Schmitt
- Department of Internal Medicine V, University Hospital Heidelberg, Heidelberg, Germany
| | - Carsten Müller-Tidow
- Department of Internal Medicine V, University Hospital Heidelberg, Heidelberg, Germany
| | - Sabine Riethdorf
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Klaus Pantel
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marc Zapatka
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Holger Sültmann
- Division of Cancer Genome Research, German Cancer Research Center, National Center for Tumor Diseases, Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Carl Herrmann
- Department of Bioinformatics, Institute of Pharmacy and Molecular Biotechnology & BioQuant, Heidelberg University, Heidelberg, Germany
| | - Verena Thewes
- Gynecologic Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT) Heidelberg, a partnership between DKFZ and Heidelberg University, Heidelberg, Germany
| | - Peter Lichter
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT) Heidelberg, a partnership between DKFZ and Heidelberg University, Heidelberg, Germany
| | - Andreas Schneeweiss
- Gynecologic Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Martin R Sprick
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany
| | - Andreas Trumpp
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany.
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH)), Heidelberg, Germany.
- German Cancer Consortium (DKTK), Heidelberg, Germany.
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10
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You E, Danaher P, Lu C, Sun S, Zou L, Phillips IE, Rojas AS, Ho NI, Song Y, Raabe MJ, Xu KH, Richieri PM, Li H, Aston N, Porter RL, Patel BK, Nieman LT, Schurman N, Hudson BM, North K, Church SE, Deshpande V, Liss AS, Kim TK, Cui Y, Kim Y, Greenbaum BD, Aryee MJ, Ting DT. Disruption of cellular plasticity by repeat RNAs in human pancreatic cancer. Cell 2024; 187:7232-7247.e23. [PMID: 39383862 PMCID: PMC11645244 DOI: 10.1016/j.cell.2024.09.024] [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: 09/05/2023] [Revised: 07/02/2024] [Accepted: 09/13/2024] [Indexed: 10/11/2024]
Abstract
Aberrant expression of repeat RNAs in pancreatic ductal adenocarcinoma (PDAC) mimics viral-like responses with implications on tumor cell state and the response of the surrounding microenvironment. To better understand the relationship of repeat RNAs in human PDAC, we performed spatial molecular imaging at single-cell resolution in 46 primary tumors, revealing correlations of high repeat RNA expression with alterations in epithelial state in PDAC cells and myofibroblast phenotype in cancer-associated fibroblasts (CAFs). This loss of cellular identity is observed with dosing of extracellular vesicles (EVs) and individual repeat RNAs of PDAC and CAF cell culture models pointing to cell-cell intercommunication of these viral-like elements. Differences in PDAC and CAF responses are driven by distinct innate immune signaling through interferon regulatory factor 3 (IRF3). The cell-context-specific viral-like responses to repeat RNAs provide a mechanism for modulation of cellular plasticity in diverse cell types in the PDAC microenvironment.
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Affiliation(s)
- Eunae You
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | | | - Chenyue Lu
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Department of Data Science, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Siyu Sun
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Luli Zou
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Ildiko E Phillips
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Alexandra S Rojas
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Natalie I Ho
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Yuhui Song
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Michael J Raabe
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Katherine H Xu
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Peter M Richieri
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Hao Li
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Natalie Aston
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Rebecca L Porter
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Bidish K Patel
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | - Linda T Nieman
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA
| | | | | | | | | | - Vikram Deshpande
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Andrew S Liss
- Department of Surgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Tae K Kim
- NanoString Technologies, Seattle, WA 98109, USA
| | - Yi Cui
- NanoString Technologies, Seattle, WA 98109, USA
| | - Youngmi Kim
- NanoString Technologies, Seattle, WA 98109, USA
| | - Benjamin D Greenbaum
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Physiology, Biophysics & Systems Biology, Weill Cornell Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Martin J Aryee
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.
| | - David T Ting
- Mass General Cancer Center, Harvard Medical School, Charlestown, MA 02129, USA; Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.
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11
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Mao J, Zhang Q, Zhuang Y, Zhang Y, Li L, Pan J, Xu L, Ding Y, Wang M, Cong YS. Reactivation of senescence-associated endogenous retroviruses by ATF3 drives interferon signaling in aging. NATURE AGING 2024; 4:1794-1812. [PMID: 39543280 DOI: 10.1038/s43587-024-00745-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 10/11/2024] [Indexed: 11/17/2024]
Abstract
Reactivation of endogenous retroviruses (ERVs) has been proposed to be involved in aging. However, the mechanism of reactivation and contribution to aging and age-associated diseases is largely unexplored. In this study, we identified a subclass of ERVs reactivated in senescent cells (termed senescence-associated ERVs (SA-ERVs)). These SA-ERVs can be bidirectional transcriptionally activated by activating transcription factor 3 (ATF3) to generate double-stranded RNAs (dsRNAs), which activate the RIG-I/MDA5-MAVS signaling pathway and trigger a type I interferon (IFN-I) response in senescent fibroblasts. Consistently, we found a concerted increased expression of ATF3 and SA-ERVs and enhanced IFN-I response in several tissues of healthy aged individuals and patients with Hutchinson-Gilford progeria syndrome. Moreover, we observed an accumulation of dsRNAs derived from SA-ERVs and higher levels of IFNβ in blood of aged individuals. Together, these results reveal a previously unknown mechanism for reactivation of SA-ERVs by ATF3 and illustrate SA-ERVs as an important component and hallmark of aging.
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Affiliation(s)
- Jian Mao
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, Zhejiang Key Laboratory of Medical Epigenetics, Hangzhou Normal University School of Basic Medical Sciences, Hangzhou, China.
| | - Qian Zhang
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, Zhejiang Key Laboratory of Medical Epigenetics, Hangzhou Normal University School of Basic Medical Sciences, Hangzhou, China
| | - Yang Zhuang
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, Zhejiang Key Laboratory of Medical Epigenetics, Hangzhou Normal University School of Basic Medical Sciences, Hangzhou, China
| | - Yinyu Zhang
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, Zhejiang Key Laboratory of Medical Epigenetics, Hangzhou Normal University School of Basic Medical Sciences, Hangzhou, China
| | - Linmeng Li
- Department of Clinical Laboratory, Zhuji People's Hospital of Zhejiang Province, Shaoxing, China
| | - Juan Pan
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, Zhejiang Key Laboratory of Medical Epigenetics, Hangzhou Normal University School of Basic Medical Sciences, Hangzhou, China
| | - Lu Xu
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, Hangzhou Normal University School of Nursing, Hangzhou, China
| | - Yuxuan Ding
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, Zhejiang Key Laboratory of Medical Epigenetics, Hangzhou Normal University School of Basic Medical Sciences, Hangzhou, China
| | - Miao Wang
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, Zhejiang Key Laboratory of Medical Epigenetics, Hangzhou Normal University School of Basic Medical Sciences, Hangzhou, China
| | - Yu-Sheng Cong
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, Zhejiang Key Laboratory of Medical Epigenetics, Hangzhou Normal University School of Basic Medical Sciences, Hangzhou, China.
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12
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Draškovič T, Omahen L, Jerše M, Zidar N, Hauptman N. DNA Methylation Panels for the Differentiation of Lung and Gastric Adenocarcinomas from Other Common Primary Adenocarcinomas. Cancers (Basel) 2024; 16:4000. [PMID: 39682186 DOI: 10.3390/cancers16234000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Revised: 11/21/2024] [Accepted: 11/26/2024] [Indexed: 12/18/2024] Open
Abstract
Background/Objectives: Gastric and lung adenocarcinomas are among the most common adenocarcinomas worldwide. Our research aimed to validate methylation biomarkers that differentiate gastric and lung adenocarcinomas from hepatocellular carcinoma, cholangiocarcinoma, colorectal carcinoma, pancreatic adenocarcinoma and paired healthy tissues. Methods: The study analyzed 178 formalin-fixed, paraffin-embedded tissue samples, including 14 gastric adenocarcinomas, 15 lung adenocarcinomas, 15 hepatocellular carcinomas, 15 cholangiocarcinomas, 15 colorectal carcinomas, 15 pancreatic adenocarcinomas and their paired healthy tissues. Methylation status was determined experimentally by methylation-sensitive high resolution melting. The diagnostic panels were validated on bioinformatics datasets from The Cancer Genome Atlas and Gene Expression Omnibus, comprising 1981 and 773 samples, respectively. Sensitivity, specificity, diagnostic accuracy and predictive values for each cancer type were calculated for the experimental, Gene Expression Omnibus and The Cancer Genome Atlas datasets. Results: The gastric cancer-specific panel showed a sensitivity of 78.6-83.9%, a specificity of 86.6-94.6% and a diagnostic accuracy of 89.9-96.1% to differentiate between all tumors, and a sensitivity of 78.6-83.9%, a specificity of 89.2-96.4% and a diagnostic accuracy of 88-96.1% to differentiate between all tumors and healthy tissues. The lung adenocarcinoma-specific panel showed a sensitivity of 61.1-93.3%, a specificity of 70.3-90.8% and a diagnostic accuracy of 74.2-90.6% to differentiate between all tumors, and a sensitivity of 61.1-93.3%, a specificity of 77.9-93.4% and a diagnostic accuracy of 79.2% to 93.1% to differentiate between all tumors and healthy tissues. Conclusions: This study demonstrates the potential of using diagnostic methylation panels to differentiate gastric and lung adenocarcinomas from other common adenocarcinomas and paired healthy tissues.
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Affiliation(s)
- Tina Draškovič
- Institute of Pathology, Faculty of Medicine, University of Ljubljana, Korytkova 2, 1000 Ljubljana, Slovenia
| | - Lara Omahen
- Institute of Pathology, Faculty of Medicine, University of Ljubljana, Korytkova 2, 1000 Ljubljana, Slovenia
| | - Maja Jerše
- Institute of Pathology, Faculty of Medicine, University of Ljubljana, Korytkova 2, 1000 Ljubljana, Slovenia
| | - Nina Zidar
- Institute of Pathology, Faculty of Medicine, University of Ljubljana, Korytkova 2, 1000 Ljubljana, Slovenia
| | - Nina Hauptman
- Institute of Pathology, Faculty of Medicine, University of Ljubljana, Korytkova 2, 1000 Ljubljana, Slovenia
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13
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Wang H, Canasto-Chibuque C, Kim JH, Hohl M, Leslie C, Reis-Filho JS, Petrini JHJ. Chronic interferon-stimulated gene transcription promotes oncogene-induced breast cancer. Genes Dev 2024; 38:979-997. [PMID: 39455282 DOI: 10.1101/gad.351455.123] [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: 12/18/2023] [Accepted: 10/01/2024] [Indexed: 10/28/2024]
Abstract
The MRE11 complex (comprising MRE11, RAD50, and NBS1) is integral to the maintenance of genome stability. We previously showed that a hypomorphic Mre11 mutant mouse strain (Mre11 ATLD1/ATLD1 ) was highly susceptible to oncogene-induced breast cancer. Here we used a mammary organoid system to examine which MRE11-dependent responses are tumor-suppressive. We found that Mre11 ATLD1/ATLD1 organoids exhibited an elevated interferon-stimulated gene (ISG) signature and sustained changes in chromatin accessibility. This Mre11 ATLD1/ATLD1 phenotype depended on DNA binding of a nuclear innate immune sensor, IFI205. Ablation of Ifi205 in Mre11 ATLD1/ATLD1 organoids restored baseline and oncogene-induced chromatin accessibility patterns to those observed in WT. Implantation of Mre11 ATLD1/ATLD1 organoids and activation of the oncogene led to aggressive metastatic breast cancer. This outcome was reversed in implanted Ifi205 -/- Mre11 ATLD1/ATLD1 organoids. These data reveal a connection between innate immune signaling and tumor development in the mammary epithelium. Given the abundance of aberrant DNA structures that arise in the context of genome instability syndromes, the data further suggest that cancer predisposition in those contexts may be partially attributable to chronic innate immune transcriptional programs.
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Affiliation(s)
- Hexiao Wang
- Molecular Biology Program, Memorial Sloan-Kettering Cancer Center, New York, New York 10065, USA
- Biochemistry, Structural Biology, Cell Biology, Developmental Biology, and Molecular Biology (BCMB) Program, Weill Cornell Graduate School of Medical Sciences, New York, New York 10065, USA
| | - Claudia Canasto-Chibuque
- Molecular Biology Program, Memorial Sloan-Kettering Cancer Center, New York, New York 10065, USA
| | - Jun Hyun Kim
- Molecular Biology Program, Memorial Sloan-Kettering Cancer Center, New York, New York 10065, USA
| | - Marcel Hohl
- Molecular Biology Program, Memorial Sloan-Kettering Cancer Center, New York, New York 10065, USA
| | - Christina Leslie
- Computational and Systems Biology Program, Memorial Sloan-Kettering Cancer Center, New York, New York 10065, USA
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, New York 10065, USA
| | - John H J Petrini
- Molecular Biology Program, Memorial Sloan-Kettering Cancer Center, New York, New York 10065, USA;
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14
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Liu P, Jacques J, Hwang CI. Epigenetic Landscape of DNA Methylation in Pancreatic Ductal Adenocarcinoma. EPIGENOMES 2024; 8:41. [PMID: 39584964 PMCID: PMC11587027 DOI: 10.3390/epigenomes8040041] [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: 08/30/2024] [Revised: 10/17/2024] [Accepted: 11/01/2024] [Indexed: 11/26/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains one of the most lethal malignancies, characterized by its aggressive progression and dismal prognosis. Advances in epigenetic profiling, specifically DNA methylation analysis, have significantly deepened our understanding of PDAC pathogenesis. This review synthesizes findings from recent genome-wide DNA methylation studies, which have delineated a complex DNA methylation landscape differentiating between normal and cancerous pancreatic tissues, as well as across various stages and molecular subtypes of PDAC. These studies identified specific differentially methylated regions (DMRs) that not only enhance our grasp of the epigenetic drivers of PDAC but also offer potential biomarkers for early diagnosis and prognosis, enabling the customization of therapeutic approaches. The review further explores how DNA methylation profiling could facilitate the development of subtype-tailored therapies, potentially improving treatment outcomes based on precise molecular characterizations. Overall, leveraging DNA methylation alterations as functional biomarkers holds promise for advancing our understanding of disease progression and refining PDAC management strategies, which could lead to improved patient outcomes and a deeper comprehension of the disease's underlying biological mechanisms.
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Affiliation(s)
- Peiyi Liu
- Department of Microbiology and Molecular Genetics, College of Biological Sciences, University of California, Davis, Davis, CA 95616, USA; (P.L.); (J.J.)
| | - Juliette Jacques
- Department of Microbiology and Molecular Genetics, College of Biological Sciences, University of California, Davis, Davis, CA 95616, USA; (P.L.); (J.J.)
| | - Chang-Il Hwang
- Department of Microbiology and Molecular Genetics, College of Biological Sciences, University of California, Davis, Davis, CA 95616, USA; (P.L.); (J.J.)
- University of California Davis Comprehensive Cancer Center, University of California, Davis, Sacramento, CA 95817, USA
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15
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Wang X, Yang J, Ren B, Yang G, Liu X, Xiao R, Ren J, Zhou F, You L, Zhao Y. Comprehensive multi-omics profiling identifies novel molecular subtypes of pancreatic ductal adenocarcinoma. Genes Dis 2024; 11:101143. [PMID: 39253579 PMCID: PMC11382047 DOI: 10.1016/j.gendis.2023.101143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 09/04/2023] [Accepted: 09/10/2023] [Indexed: 09/11/2024] Open
Abstract
Pancreatic cancer, a highly fatal malignancy, is predicted to rank as the second leading cause of cancer-related death in the next decade. This highlights the urgent need for new insights into personalized diagnosis and treatment. Although molecular subtypes of pancreatic cancer were well established in genomics and transcriptomics, few known molecular classifications are translated to guide clinical strategies and require a paradigm shift. Notably, chronically developing and continuously improving high-throughput technologies and systems serve as an important driving force to further portray the molecular landscape of pancreatic cancer in terms of epigenomics, proteomics, metabonomics, and metagenomics. Therefore, a more comprehensive understanding of molecular classifications at multiple levels using an integrated multi-omics approach holds great promise to exploit more potential therapeutic options. In this review, we recapitulated the molecular spectrum from different omics levels, discussed various subtypes on multi-omics means to move one step forward towards bench-to-beside translation of pancreatic cancer with clinical impact, and proposed some methodological and scientific challenges in store.
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Affiliation(s)
- Xing Wang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Jinshou Yang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Bo Ren
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Gang Yang
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Xiaohong Liu
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Ruiling Xiao
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Jie Ren
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Feihan Zhou
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Lei You
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
| | - Yupei Zhao
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100023, China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing 100023, China
- National Science and Technology Key Infrastructure on Translational Medicine in Peking Union Medical College Hospital, Beijing 100023, China
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16
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Passang T, Wang S, Zhang H, Zeng F, Hsu PC, Wang W, Li JM, Liu Y, Ravindranathan S, Lesinski GB, Waller EK. VPAC2 Receptor Signaling Promotes Growth and Immunosuppression in Pancreatic Cancer. Cancer Res 2024; 84:2954-2967. [PMID: 38809694 PMCID: PMC11458156 DOI: 10.1158/0008-5472.can-23-3628] [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: 11/17/2023] [Revised: 03/29/2024] [Accepted: 05/20/2024] [Indexed: 05/31/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) harbors a complex tumor microenvironment, and cross-talk among cells in the tumor microenvironment can contribute to drug resistance and relapse. Vasoactive intestinal peptide (VIP) is overexpressed in PDAC, and VIP receptors expressed on T cells are a targetable pathway that sensitizes PDAC to immunotherapy. In this study, we showed that pancreatic cancer cells engage in autocrine VIP signaling through VIP receptor 2 (VPAC2). High coexpression of VIP with VPAC2 correlated with reduced relapse-free survival in patients with PDAC. VPAC2 activation in PDAC cells upregulated Piwi-like RNA-mediated gene silencing 2, which stimulated cancer cell clonogenic growth. In addition, VPAC2 signaling increased expression of TGFβ1 to inhibit T-cell function. Loss of VPAC2 on PDAC cells led to reduced tumor growth and increased sensitivity to anti-PD-1 immunotherapy in mouse models of PDAC. Overall, these findings expand our understanding of the role of VIP/VPAC2 signaling in PDAC and provide the rationale for developing potent VPAC2-specific antagonists for treating patients with PDAC. Significance: Autocrine VIP signaling via VPAC2 promotes cancer cell growth and inhibits T-cell function in pancreatic ductal adenocarcinoma, highlighting its potential as a therapeutic target to improve pancreatic cancer treatment.
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Affiliation(s)
- Tenzin Passang
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Shuhua Wang
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Hanwen Zhang
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Fanyuan Zeng
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Po-Chih Hsu
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Wenxi Wang
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Jian Ming Li
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Yuan Liu
- Winship Cancer Institute Emory University, Atlanta, GA, USA
| | - Sruthi Ravindranathan
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Gregory B. Lesinski
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
- Winship Cancer Institute Emory University, Atlanta, GA, USA
| | - Edmund K. Waller
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
- Winship Cancer Institute Emory University, Atlanta, GA, USA
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17
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Wang L, Baek S, Prasad G, Wildenthal J, Guo K, Sturgill D, Truongvo T, Char E, Pegoraro G, McKinnon K, Hoskins JW, Amundadottir LT, Arda HE. Predictive Prioritization of Enhancers Associated with Pancreas Disease Risk. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.07.611794. [PMID: 39314336 PMCID: PMC11418953 DOI: 10.1101/2024.09.07.611794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
Genetic and epigenetic variations in regulatory enhancer elements increase susceptibility to a range of pathologies. Despite recent advances, linking enhancer elements to target genes and predicting transcriptional outcomes of enhancer dysfunction remain significant challenges. Using 3D chromatin conformation assays, we generated an extensive enhancer interaction dataset for the human pancreas, encompassing more than 20 donors and five major cell types, including both exocrine and endocrine compartments. We employed a network approach to parse chromatin interactions into enhancer-promoter tree models, facilitating a quantitative, genome-wide analysis of enhancer connectivity. With these tree models, we developed a machine learning algorithm to estimate the impact of enhancer perturbations on cell type-specific gene expression in the human pancreas. Orthogonal to our computational approach, we perturbed enhancer function in primary human pancreas cells using CRISPR interference and quantified the effects at the single-cell level through RNA FISH coupled with high-throughput imaging. Our enhancer tree models enabled the annotation of common germline risk variants associated with pancreas diseases, linking them to putative target genes in specific cell types. For pancreatic ductal adenocarcinoma, we found a stronger enrichment of disease susceptibility variants within acinar cell regulatory elements, despite ductal cells historically being assumed as the primary cell-of-origin. Our integrative approach-combining cell type-specific enhancer-promoter interaction mapping, computational models, and single-cell enhancer perturbation assays-produced a robust resource for studying the genetic basis of pancreas disorders.
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Affiliation(s)
- Li Wang
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Songjoon Baek
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Gauri Prasad
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
- Laboratory of Translational Genomics, Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - John Wildenthal
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Konnie Guo
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - David Sturgill
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Thucnhi Truongvo
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Erin Char
- Laboratory of Translational Genomics, Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Gianluca Pegoraro
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Katherine McKinnon
- Vaccine Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | | | | | - Jason W. Hoskins
- Laboratory of Translational Genomics, Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Laufey T. Amundadottir
- Laboratory of Translational Genomics, Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - H. Efsun Arda
- Laboratory of Receptor Biology and Gene Expression, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
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18
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Baldan J, Camacho-Roda J, Ballester M, Høj K, Kurilla A, Maurer HC, Arcila-Barrera S, Lin X, Pan Z, Castro JL, Mayorca-Guiliani AE, Rift CV, Hasselby J, Bouwens L, Lefebvre V, David CJ, Parnas O, DelGiorno KE, Erler JT, Rooman I, Arnes L. Resolution of Acinar Dedifferentiation Regulates Tissue Remodeling in Pancreatic Injury and Cancer Initiation. Gastroenterology 2024; 167:718-732.e18. [PMID: 38729450 DOI: 10.1053/j.gastro.2024.04.031] [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: 06/26/2023] [Revised: 04/02/2024] [Accepted: 04/29/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND & AIMS Acinar-to-ductal metaplasia (ADM) is crucial in the development of pancreatic ductal adenocarcinoma. However, our understanding of the induction and resolution of ADM remains limited. We conducted comparative transcriptome analyses to identify conserved mechanisms of ADM in mouse and human. METHODS We identified Sox4 among the top up-regulated genes. We validated the analysis by RNA in situ hybridization. We performed experiments in mice with acinar-specific deletion of Sox4 (Ptf1a: CreER; Rosa26-LSL-YFPLSL-YFP; Sox4fl/fl) with and without an activating mutation in Kras (KrasLSL-G12D/+). Mice were given caerulein to induce pancreatitis. We performed phenotypic analysis by immunohistochemistry, tissue decellularization, and single-cell RNA sequencing. RESULTS We demonstrated that Sox4 is reactivated in ADM and pancreatic intraepithelial neoplasias. Contrary to findings in other tissues, Sox4 actually counteracts cellular dedifferentiation and helps maintain tissue homeostasis. Moreover, our investigations unveiled the indispensable role of Sox4 in the specification of mucin-producing cells and tuft-like cells from acinar cells. We identified Sox4-dependent non-cell-autonomous mechanisms regulating the stromal reaction during disease progression. Notably, Sox4-inferred targets are activated upon KRAS inactivation and tumor regression. CONCLUSIONS Our results indicate that our transcriptome analysis can be used to investigate conserved mechanisms of tissue injury. We demonstrate that Sox4 restrains acinar dedifferentiation and is necessary for the specification of acinar-derived metaplastic cells in pancreatic injury and cancer initiation and is activated upon Kras ablation and tumor regression in mice. By uncovering novel potential strategies to promote tissue homeostasis, our findings offer new avenues for preventing the development of pancreatic ductal adenocarcinoma.
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Affiliation(s)
- Jonathan Baldan
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark; Translational Oncology Research Center, Vrije Universiteit Brussel, Brussels, Belgium.
| | - Juan Camacho-Roda
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Marta Ballester
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Kristina Høj
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Anita Kurilla
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - H Carlo Maurer
- Department of Internal Medicine II, Technical University of Munich, Munich, Germany
| | - Sebastian Arcila-Barrera
- The Lautenberg Center for Immunology and Cancer Research, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Xinyi Lin
- Tsinghua University School of Medicine, Beijing, China; Peking University-Tsinghua Center for Life Sciences, Beijing, China
| | - Zhaolong Pan
- Translational Oncology Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Joana Leitão Castro
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | | | - Charlotte Vestrup Rift
- Department of Pathology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Jane Hasselby
- Department of Pathology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Luc Bouwens
- Cell Differentiation Lab, Vrije Universiteit Brussel, Brussels, Belgium
| | - Véronique Lefebvre
- Department of Surgery/Division of Orthopaedic Surgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Charles J David
- Tsinghua University School of Medicine, Beijing, China; Peking University-Tsinghua Center for Life Sciences, Beijing, China
| | - Oren Parnas
- The Lautenberg Center for Immunology and Cancer Research, The Hebrew University of Jerusalem, Jerusalem, Israel
| | | | - Janine Terra Erler
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Ilse Rooman
- Translational Oncology Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Luis Arnes
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark.
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19
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López-Gil JC, García-Silva S, Ruiz-Cañas L, Navarro D, Palencia-Campos A, Giráldez-Trujillo A, Earl J, Dorado J, Gómez-López G, Monfort-Vengut A, Alcalá S, Gaida MM, García-Mulero S, Cabezas-Sáinz P, Batres-Ramos S, Barreto E, Sánchez-Tomero P, Vallespinós M, Ambler L, Lin ML, Aicher A, García García de Paredes A, de la Pinta C, Sanjuanbenito A, Ruz-Caracuel I, Rodríguez-Garrote M, Guerra C, Carrato A, de Cárcer G, Sánchez L, Nombela-Arrieta C, Espinet E, Sanchez-Arevalo Lobo VJ, Heeschen C, Sainz B. The Peptidoglycan Recognition Protein 1 confers immune evasive properties on pancreatic cancer stem cells. Gut 2024; 73:1489-1508. [PMID: 38754953 PMCID: PMC11347225 DOI: 10.1136/gutjnl-2023-330995] [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: 08/25/2023] [Accepted: 04/11/2024] [Indexed: 05/18/2024]
Abstract
OBJECTIVE Pancreatic ductal adenocarcinoma (PDAC) has limited therapeutic options, particularly with immune checkpoint inhibitors. Highly chemoresistant 'stem-like' cells, known as cancer stem cells (CSCs), are implicated in PDAC aggressiveness. Thus, comprehending how this subset of cells evades the immune system is crucial for advancing novel therapies. DESIGN We used the KPC mouse model (LSL-KrasG12D/+; LSL-Trp53R172H/+; Pdx-1-Cre) and primary tumour cell lines to investigate putative CSC populations. Transcriptomic analyses were conducted to pinpoint new genes involved in immune evasion. Overexpressing and knockout cell lines were established with lentiviral vectors. Subsequent in vitro coculture assays, in vivo mouse and zebrafish tumorigenesis studies, and in silico database approaches were performed. RESULTS Using the KPC mouse model, we functionally confirmed a population of cells marked by EpCAM, Sca-1 and CD133 as authentic CSCs and investigated their transcriptional profile. Immune evasion signatures/genes, notably the gene peptidoglycan recognition protein 1 (PGLYRP1), were significantly overexpressed in these CSCs. Modulating PGLYRP1 impacted CSC immune evasion, affecting their resistance to macrophage-mediated and T-cell-mediated killing and their tumourigenesis in immunocompetent mice. Mechanistically, tumour necrosis factor alpha (TNFα)-regulated PGLYRP1 expression interferes with the immune tumour microenvironment (TME) landscape, promoting myeloid cell-derived immunosuppression and activated T-cell death. Importantly, these findings were not only replicated in human models, but clinically, secreted PGLYRP1 levels were significantly elevated in patients with PDAC. CONCLUSIONS This study establishes PGLYRP1 as a novel CSC-associated marker crucial for immune evasion, particularly against macrophage phagocytosis and T-cell killing, presenting it as a promising target for PDAC immunotherapy.
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Affiliation(s)
- Juan Carlos López-Gil
- Cancer Stem Cells and Fibroinflammatory Microenvironment Group, Cancer Department, Instituto de Investigaciones Biomédicas (IIBM) Sols-Morreale CSIC-UAM, Madrid, Spain
- Biomarkers and Personalized Approach to Cancer Group (BIOPAC), Area 3 Cancer, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- Department of Biochemistry, Autónoma University of Madrid (UAM), Madrid, Spain
| | - Susana García-Silva
- Microenvironment and Metastasis Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Laura Ruiz-Cañas
- Cancer Stem Cells and Fibroinflammatory Microenvironment Group, Cancer Department, Instituto de Investigaciones Biomédicas (IIBM) Sols-Morreale CSIC-UAM, Madrid, Spain
- Biomarkers and Personalized Approach to Cancer Group (BIOPAC), Area 3 Cancer, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- Biobanco Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Diego Navarro
- Cancer Stem Cells and Fibroinflammatory Microenvironment Group, Cancer Department, Instituto de Investigaciones Biomédicas (IIBM) Sols-Morreale CSIC-UAM, Madrid, Spain
- Biomarkers and Personalized Approach to Cancer Group (BIOPAC), Area 3 Cancer, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- Department of Biochemistry, Autónoma University of Madrid (UAM), Madrid, Spain
| | - Adrián Palencia-Campos
- Cancer Stem Cells and Fibroinflammatory Microenvironment Group, Cancer Department, Instituto de Investigaciones Biomédicas (IIBM) Sols-Morreale CSIC-UAM, Madrid, Spain
- Biomarkers and Personalized Approach to Cancer Group (BIOPAC), Area 3 Cancer, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Antonio Giráldez-Trujillo
- Grupo de Oncología Cutánea, Servicio de Anatomía Patológica, Hospiral Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain
| | - Julie Earl
- Biomarkers and Personalized Approach to Cancer Group (BIOPAC), Area 3 Cancer, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- Área Cáncer, Centro de Investigación Biomédica en Red (CIBERONC), ISCIII, Madrid, Spain
| | - Jorge Dorado
- Stem Cells and Cancer Group, Clinical Research Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Gonzalo Gómez-López
- Bioinformatics Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Ana Monfort-Vengut
- Cell Cycle and Cancer Biomarkers Laboratory, Cancer Department, Instituto de Investigaciones Biomédicas (IIBM) Sols-Morreale CSIC-UAM, Madrid, Spain
| | - Sonia Alcalá
- Cancer Stem Cells and Fibroinflammatory Microenvironment Group, Cancer Department, Instituto de Investigaciones Biomédicas (IIBM) Sols-Morreale CSIC-UAM, Madrid, Spain
- Department of Biochemistry, Autónoma University of Madrid (UAM), Madrid, Spain
| | - Matthias M Gaida
- Institute of Pathology, JGU-Mainz, University Medical Center Mainz, Mainz, Germany
- TRON, JGU-Mainz, Translational Oncology at the University Medical Center, Mainz, Germany
- Research Center for Immunotherapy, JGU-Mainz, University Medical Center Mainz, Mainz, Germany
| | - Sandra García-Mulero
- Department of Pathology and Experimental Therapy, Universidad de Barcelona Facultad de Medicina y Ciencias de La Salud, Barcelona, Spain
- Molecular Mechanisms and Experimental Therapy in Oncology Program (Oncobell), IDIBELL, Barcelona, Spain
| | - Pablo Cabezas-Sáinz
- Department of Zoology, Genetics and Physical Anthropology, Veterinary Faculty, Universidade de Santiago de Compostela, Lugo, Spain
| | - Sandra Batres-Ramos
- Cancer Stem Cells and Fibroinflammatory Microenvironment Group, Cancer Department, Instituto de Investigaciones Biomédicas (IIBM) Sols-Morreale CSIC-UAM, Madrid, Spain
- Biomarkers and Personalized Approach to Cancer Group (BIOPAC), Area 3 Cancer, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Emma Barreto
- Biomarkers and Personalized Approach to Cancer Group (BIOPAC), Area 3 Cancer, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- Área Cáncer, Centro de Investigación Biomédica en Red (CIBERONC), ISCIII, Madrid, Spain
- School of Medicine and Health Sciences, University of Alcalá, Alcalá de Henares, Spain
| | - Patricia Sánchez-Tomero
- Cancer Stem Cells and Fibroinflammatory Microenvironment Group, Cancer Department, Instituto de Investigaciones Biomédicas (IIBM) Sols-Morreale CSIC-UAM, Madrid, Spain
- Biomarkers and Personalized Approach to Cancer Group (BIOPAC), Area 3 Cancer, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Mireia Vallespinós
- Stem Cells and Cancer Group, Clinical Research Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Leah Ambler
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Meng-Lay Lin
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Alexandra Aicher
- Precision Immunotherapy, Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
| | - Ana García García de Paredes
- Biomarkers and Personalized Approach to Cancer Group (BIOPAC), Area 3 Cancer, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- Gastroenterology and Hepatology, Hospital Universitario Ramon y Cajal, Madrid, Spain
| | | | - Alfonso Sanjuanbenito
- Área Cáncer, Centro de Investigación Biomédica en Red (CIBERONC), ISCIII, Madrid, Spain
- Pancreatic and Biliopancreatic Surgery Unit, Hospital Universitario Ramon y Cajal, Madrid, Spain
| | - Ignacio Ruz-Caracuel
- Área Cáncer, Centro de Investigación Biomédica en Red (CIBERONC), ISCIII, Madrid, Spain
- Ramon y Cajal University Hospital Anatomy Pathology Service, Madrid, Spain
- Molecular Pathology of Cancer Group, Area 3 Cancer, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Mercedes Rodríguez-Garrote
- Biomarkers and Personalized Approach to Cancer Group (BIOPAC), Area 3 Cancer, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- Área Cáncer, Centro de Investigación Biomédica en Red (CIBERONC), ISCIII, Madrid, Spain
- Medical Oncology Service, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Carmen Guerra
- Experimental Oncology Group, Molecular Oncology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Alfredo Carrato
- Área Cáncer, Centro de Investigación Biomédica en Red (CIBERONC), ISCIII, Madrid, Spain
- Medical Oncology Service, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Guillermo de Cárcer
- Cell Cycle and Cancer Biomarkers Laboratory, Cancer Department, Instituto de Investigaciones Biomédicas (IIBM) Sols-Morreale CSIC-UAM, Madrid, Spain
| | - Laura Sánchez
- Department of Zoology, Genetics and Physical Anthropology, Veterinary Faculty, Universidade de Santiago de Compostela, Lugo, Spain
| | - César Nombela-Arrieta
- Department of Medical Oncology and Hematology, University and University Hospital Zurich, Zürich, Switzerland
| | - Elisa Espinet
- Department of Pathology and Experimental Therapy, Universidad de Barcelona Facultad de Medicina y Ciencias de La Salud, Barcelona, Spain
- Molecular Mechanisms and Experimental Therapy in Oncology Program (Oncobell), IDIBELL, Barcelona, Spain
| | - Víctor Javier Sanchez-Arevalo Lobo
- Grupo de Oncología Cutánea, Servicio de Anatomía Patológica, Hospiral Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain
- Grupo de Oncología Molecular, Instituto de Investigaciones Biosanitarias, Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria (UFV), Pozuelo de Alarcón, Spain
| | - Christopher Heeschen
- Pancreatic Cancer Heterogeneity, Candiolo Cancer Institute - FPO - IRCCS, Candiolo (TO), Italy
| | - Bruno Sainz
- Cancer Stem Cells and Fibroinflammatory Microenvironment Group, Cancer Department, Instituto de Investigaciones Biomédicas (IIBM) Sols-Morreale CSIC-UAM, Madrid, Spain
- Biomarkers and Personalized Approach to Cancer Group (BIOPAC), Area 3 Cancer, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
- Área Cáncer, Centro de Investigación Biomédica en Red (CIBERONC), ISCIII, Madrid, Spain
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20
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Hu D, Zhao T, Xu C, Pan X, Zhou Z, Wang S. Epigenetic Modifiers in Cancer Metastasis. Biomolecules 2024; 14:916. [PMID: 39199304 PMCID: PMC11352731 DOI: 10.3390/biom14080916] [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: 06/03/2024] [Revised: 07/18/2024] [Accepted: 07/25/2024] [Indexed: 09/01/2024] Open
Abstract
Metastasis is the primary cause of cancer-related death, with the dissemination and colonization of primary tumor cells at the metastatic site facilitated by various molecules and complex pathways. Understanding the biological mechanisms underlying the metastatic process is critical for the development of effective interventions. Several epigenetic modifications have been identified that play critical roles in regulating cancer metastasis. This review aims to provide a comprehensive summary of recent advances in understanding the role of epigenetic modifiers, including histone modifications, DNA methylation, non-coding RNAs, enhancer reprogramming, chromatin accessibility, and N6-methyladenosine, in metastasis-associated processes, such as epithelial-mesenchymal transition (EMT), cancer cell migration, and invasion. In particular, this review provides a detailed and in-depth description of the role of crosstalk between epigenetic regulators in tumor metastasis. Additionally, we explored the potential and limitations of epigenetics-related target molecules in the diagnosis, treatment, and prognosis of cancer metastasis.
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Affiliation(s)
- Die Hu
- Key Laboratory of Molecular Genetics between Kangda College of Nanjing Medical University and Suzhou Medical College of Soochow University, Suzhou 215123, China;
- Department of Basic Medicine, Kangda College of Nanjing Medical University, Lianyungang 222000, China; (C.X.); (X.P.)
| | - Tianci Zhao
- Key Laboratory of Cell Biology, Ministry of Public Health and Key Laboratory of Medical Cell Biology, Ministry of Education, China Medical University, Shenyang 110122, China;
| | - Chenxing Xu
- Department of Basic Medicine, Kangda College of Nanjing Medical University, Lianyungang 222000, China; (C.X.); (X.P.)
| | - Xinyi Pan
- Department of Basic Medicine, Kangda College of Nanjing Medical University, Lianyungang 222000, China; (C.X.); (X.P.)
| | - Zhengyu Zhou
- Key Laboratory of Molecular Genetics between Kangda College of Nanjing Medical University and Suzhou Medical College of Soochow University, Suzhou 215123, China;
- Laboratory Animal Center, Suzhou Medical College of Soochow University, Suzhou 215123, China
| | - Shengjie Wang
- Key Laboratory of Molecular Genetics between Kangda College of Nanjing Medical University and Suzhou Medical College of Soochow University, Suzhou 215123, China;
- Department of Basic Medicine, Kangda College of Nanjing Medical University, Lianyungang 222000, China; (C.X.); (X.P.)
- Laboratory Animal Center, Suzhou Medical College of Soochow University, Suzhou 215123, China
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21
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Schäfer TE, Knol LI, Haas FV, Hartley A, Pernickel SCS, Jády A, Finkbeiner MSC, Achberger J, Arelaki S, Modic Ž, Schröer K, Zhang W, Schmidt B, Schuster P, Haferkamp S, Doerner J, Gebauer F, Ackermann M, Kvasnicka HM, Kulkarni A, Bots STF, Kemp V, Hawinkels LJAC, Poetsch AR, Hoeben RC, Ehrhardt A, Marchini A, Ungerechts G, Ball CR, Engeland CE. Biomarker screen for efficacy of oncolytic virotherapy in patient-derived pancreatic cancer cultures. EBioMedicine 2024; 105:105219. [PMID: 38941955 PMCID: PMC11260584 DOI: 10.1016/j.ebiom.2024.105219] [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: 12/04/2022] [Revised: 06/07/2024] [Accepted: 06/11/2024] [Indexed: 06/30/2024] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is a tumour entity with unmet medical need. To assess the therapeutic potential of oncolytic virotherapy (OVT) against PDAC, different oncolytic viruses (OVs) are currently investigated in clinical trials. However, systematic comparisons of these different OVs in terms of efficacy against PDAC and biomarkers predicting therapeutic response are lacking. METHODS We screened fourteen patient-derived PDAC cultures which reflect the intra- and intertumoural heterogeneity of PDAC for their sensitivity to five clinically relevant OVs, namely serotype 5 adenovirus Ad5-hTERT, herpes virus T-VEC, measles vaccine strain MV-NIS, reovirus jin-3, and protoparvovirus H-1PV. Live cell analysis, quantification of viral genome/gene expression, cell viability as well as cytotoxicity assays and titration of viral progeny were conducted. Transcriptome profiling was employed to identify potential predictive biomarkers for response to OV treatment. FINDINGS Patient-derived PDAC cultures showed individual response patterns to OV treatment. Twelve of fourteen cultures were responsive to at least one OV, with no single OV proving superior or inferior across all cultures. Known host factors for distinct viruses were retrieved as potential biomarkers. Compared to the classical molecular subtype, the quasi-mesenchymal or basal-like subtype of PDAC was found to be more sensitive to H-1PV, jin-3, and T-VEC. Generally, expression of viral entry receptors did not correlate with sensitivity to OV treatment, with one exception: Expression of Galectin-1 (LGALS1), a factor involved in H-1PV entry, positively correlated with H-1PV induced cell killing. Rather, cellular pathways controlling immunological, metabolic and proliferative signaling appeared to determine outcome. For instance, high baseline expression of interferon-stimulated genes (ISGs) correlated with relative resistance to oncolytic measles virus, whereas low cyclic GMP-AMP synthase (cGAS) expression was associated with exceptional response. Combination treatment of MV-NIS with a cGAS inhibitor improved tumour cell killing in several PDAC cultures and cells overexpressing cGAS were found to be less sensitive to MV oncolysis. INTERPRETATION Considering the heterogeneity of PDAC and the complexity of biological therapies such as OVs, no single biomarker can explain the spectrum of response patterns. For selection of a particular OV, PDAC molecular subtype, ISG expression as well as activation of distinct signaling and metabolic pathways should be considered. Combination therapies can overcome resistance in specific constellations. Overall, oncolytic virotherapy is a viable treatment option for PDAC, which warrants further development. This study highlights the need for personalised treatment in OVT. By providing all primary data, this study provides a rich source and guidance for ongoing developments. FUNDING German National Science Foundation (Deutsche Forschungsgemeinschaft, DFG), German Cancer Aid (Deutsche Krebshilfe), German National Academic Scholarship Foundation (Studienstiftung des deutschen Volkes), Survival with Pancreatic Cancer Foundation.
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Affiliation(s)
- Theresa E Schäfer
- Clinical Cooperation Unit Virotherapy, German Cancer Research Center (DKFZ), Heidelberg, Germany; Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Lisanne I Knol
- Department for Translational Medical Oncology, National Center for Tumor Diseases Dresden (NCT/UCC), A Partnership Between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
| | - Ferdinand V Haas
- Virology and Microbiology, Center for Biomedical Education and Research (ZBAF), Witten/Herdecke University, Witten, Germany
| | - Anna Hartley
- Laboratory of Oncolytic Virus Immuno-Therapeutics, German Cancer Research Center (DKFZ), Heidelberg, Germany; DNA Vector Laboratory, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sophie C S Pernickel
- Clinical Cooperation Unit Virotherapy, German Cancer Research Center (DKFZ), Heidelberg, Germany; Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Attila Jády
- Department for Translational Medical Oncology, National Center for Tumor Diseases Dresden (NCT/UCC), A Partnership Between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
| | - Maximiliane S C Finkbeiner
- Virology and Microbiology, Center for Biomedical Education and Research (ZBAF), Witten/Herdecke University, Witten, Germany
| | - Johannes Achberger
- Virology and Microbiology, Center for Biomedical Education and Research (ZBAF), Witten/Herdecke University, Witten, Germany; Institute of Immunology, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Stella Arelaki
- German Cancer Research Center (DKFZ) Heidelberg, Translational Functional Cancer Genomics, Germany
| | - Živa Modic
- Clinical Cooperation Unit Virotherapy, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Katrin Schröer
- Virology and Microbiology, Center for Biomedical Education and Research (ZBAF), Witten/Herdecke University, Witten, Germany
| | - Wenli Zhang
- Virology and Microbiology, Center for Biomedical Education and Research (ZBAF), Witten/Herdecke University, Witten, Germany
| | - Barbara Schmidt
- Institute of Clinical Microbiology and Hygiene, University Hospital Regensburg, Regensburg, Germany; Institute of Medical Microbiology and Hygiene, University of Regensburg, Regensburg, Germany
| | - Philipp Schuster
- Institute of Medical Microbiology and Hygiene, University of Regensburg, Regensburg, Germany
| | - Sebastian Haferkamp
- Department of Dermatology, University Hospital Regensburg, Regensburg, Germany
| | - Johannes Doerner
- Department of Surgery, Helios University Hospital Wuppertal, Wuppertal, Germany
| | - Florian Gebauer
- Department of Surgery, Helios University Hospital Wuppertal, Wuppertal, Germany
| | - Maximilian Ackermann
- Institute of Pathology and Molecular Pathology, Helios University Clinic Wuppertal, Witten/Herdecke University, Witten, Germany; Institute of Pathology, RWTH University Clinics University Aachen, Aachen, Germany
| | - Hans-Michael Kvasnicka
- Institute of Pathology and Molecular Pathology, Helios University Clinic Wuppertal, Witten/Herdecke University, Witten, Germany
| | - Amit Kulkarni
- Laboratory of Oncolytic Virus Immuno-Therapeutics, Luxembourg Institute of Health, Luxembourg
| | - Selas T F Bots
- Virus and Cell Biology Lab, Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, the Netherlands
| | - Vera Kemp
- Virus and Cell Biology Lab, Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, the Netherlands
| | - Lukas J A C Hawinkels
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Anna R Poetsch
- Biotechnology Center, Technische Universität Dresden, Dresden, Germany; Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany; Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany; German Cancer Consortium (DKTK), Partner Site Dresden and German Cancer Research Center (DKFZ), Heidelberg, Germany; National Center for Tumor Diseases (NCT), Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rob C Hoeben
- Virus and Cell Biology Lab, Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, the Netherlands
| | - Anja Ehrhardt
- Virology and Microbiology, Center for Biomedical Education and Research (ZBAF), Witten/Herdecke University, Witten, Germany
| | - Antonio Marchini
- Laboratory of Oncolytic Virus Immuno-Therapeutics, German Cancer Research Center (DKFZ), Heidelberg, Germany; Laboratory of Oncolytic Virus Immuno-Therapeutics, Luxembourg Institute of Health, Luxembourg
| | - Guy Ungerechts
- Clinical Cooperation Unit Virotherapy, German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Medical Oncology, University Hospital Heidelberg, Heidelberg, Germany
| | - Claudia R Ball
- Department for Translational Medical Oncology, National Center for Tumor Diseases Dresden (NCT/UCC), A Partnership Between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Germany; Translational Medical Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; German Cancer Research Center (DKFZ) Heidelberg, Translational Functional Cancer Genomics, Germany; German Cancer Consortium (DKTK), Partner Site Dresden, Germany; Faculty of Biology, TUD Dresden University of Technology, Germany
| | - Christine E Engeland
- Clinical Cooperation Unit Virotherapy, German Cancer Research Center (DKFZ), Heidelberg, Germany; Virology and Microbiology, Center for Biomedical Education and Research (ZBAF), Witten/Herdecke University, Witten, Germany; Experimental Hematology and Immunotherapy, Department of Hematology, Hemostaseology, Cellular Therapy and Infectious Diseases, Faculty of Medicine and Leipzig University Hospital, Fraunhofer Institute for Cell Therapy and Immunology (IZI), Leipzig, Germany.
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22
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Fernández Á, Casamitjana J, Holguín-Horcajo A, Coolens K, Mularoni L, Guo L, Hartwig O, Düking T, Vidal N, Strickland LN, Pasquali L, Bailey-Lundberg JM, Rooman I, Wang YJ, Rovira M. A Single-Cell Atlas of the Murine Pancreatic Ductal Tree Identifies Novel Cell Populations With Potential Implications in Pancreas Regeneration and Exocrine Pathogenesis. Gastroenterology 2024:S0016-5085(24)05063-7. [PMID: 38908487 DOI: 10.1053/j.gastro.2024.06.008] [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: 08/24/2023] [Revised: 06/04/2024] [Accepted: 06/07/2024] [Indexed: 06/24/2024]
Abstract
BACKGROUND & AIMS Pancreatic ducts form an intricate network of tubules that secrete bicarbonate and drive acinar secretions into the duodenum. This network is formed by centroacinar cells, terminal, intercalated, intracalated ducts, and the main pancreatic duct. Ductal heterogeneity at the single-cell level has been poorly characterized; therefore, our understanding of the role of ductal cells in pancreas regeneration and exocrine pathogenesis has been hampered by the limited knowledge and unexplained diversity within the ductal network. METHODS We used single cell RNA sequencing to comprehensively characterize mouse ductal heterogeneity at single-cell resolution of the entire ductal epithelium from centroacinar cells to the main duct. Moreover, we used organoid cultures, injury models, and pancreatic tumor samples to interrogate the role of novel ductal populations in pancreas regeneration and exocrine pathogenesis. RESULTS We have identified the coexistence of 15 ductal populations within the healthy pancreas and characterized their organoid formation capacity and endocrine differentiation potential. Cluster isolation and subsequent culturing let us identify ductal cell populations with high organoid formation capacity and endocrine and exocrine differentiation potential in vitro, including a Wnt-responsive population, a ciliated population, and Flrt3+ cells. Moreover, we have characterized the location of these novel ductal populations in healthy pancreas, chronic pancreatitis, and tumor samples. The expression of Wnt-responsive, interferon-responsive, and epithelial-to-mesenchymal transition population markers increases in chronic pancreatitis and tumor samples. CONCLUSIONS In light of our discovery of previously unidentified ductal populations, we unmask potential roles of specific ductal populations in pancreas regeneration and exocrine pathogenesis. Thus, novel lineage-tracing models are needed to investigate ductal-specific populations in vivo.
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Affiliation(s)
- Ángel Fernández
- Department of Physiological Science, School of Medicine, Universitat de Barcelona, L'Hospitalet de Llobregat, Spain; Pancreas Regeneration: Pancreatic Progenitors and Their Niche Group, Regenerative Medicine Program, Instituto de Investigación Biomédica de Bellvitge - IDIBELL, L'Hospitalet de Llobregat, Spain; Program for Advancing the Clinical Translation of Regenerative Medicine of Catalonia, P-CMR[C], L'Hospitalet de Llobregat, Spain; Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Joan Casamitjana
- Department of Physiological Science, School of Medicine, Universitat de Barcelona, L'Hospitalet de Llobregat, Spain; Pancreas Regeneration: Pancreatic Progenitors and Their Niche Group, Regenerative Medicine Program, Instituto de Investigación Biomédica de Bellvitge - IDIBELL, L'Hospitalet de Llobregat, Spain; Program for Advancing the Clinical Translation of Regenerative Medicine of Catalonia, P-CMR[C], L'Hospitalet de Llobregat, Spain
| | - Adrián Holguín-Horcajo
- Department of Physiological Science, School of Medicine, Universitat de Barcelona, L'Hospitalet de Llobregat, Spain; Pancreas Regeneration: Pancreatic Progenitors and Their Niche Group, Regenerative Medicine Program, Instituto de Investigación Biomédica de Bellvitge - IDIBELL, L'Hospitalet de Llobregat, Spain; Program for Advancing the Clinical Translation of Regenerative Medicine of Catalonia, P-CMR[C], L'Hospitalet de Llobregat, Spain
| | - Katarina Coolens
- Vrije Universiteit Brussel, Translational Oncology Research Center, Laboratory for Medical and Molecular Oncology, Brussels, Belgium
| | - Loris Mularoni
- Program for Advancing the Clinical Translation of Regenerative Medicine of Catalonia, P-CMR[C], L'Hospitalet de Llobregat, Spain
| | - Li Guo
- Department of Biomedical Sciences, College of Medicine, Florida State University, Tallahassee, Florida
| | - Olga Hartwig
- Miltenyi Biotec B.V. & Co KG, Bergisch Gladbach, Germany
| | - Tim Düking
- Miltenyi Biotec B.V. & Co KG, Bergisch Gladbach, Germany
| | - Noemi Vidal
- Pathology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Lincoln N Strickland
- Department of Anesthesiology, Critical Care and Pain Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas
| | - Lorenzo Pasquali
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Jennifer M Bailey-Lundberg
- Department of Anesthesiology, Critical Care and Pain Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas
| | - Ilse Rooman
- Vrije Universiteit Brussel, Translational Oncology Research Center, Laboratory for Medical and Molecular Oncology, Brussels, Belgium
| | - Yue J Wang
- Department of Biomedical Sciences, College of Medicine, Florida State University, Tallahassee, Florida
| | - Meritxell Rovira
- Department of Physiological Science, School of Medicine, Universitat de Barcelona, L'Hospitalet de Llobregat, Spain; Pancreas Regeneration: Pancreatic Progenitors and Their Niche Group, Regenerative Medicine Program, Instituto de Investigación Biomédica de Bellvitge - IDIBELL, L'Hospitalet de Llobregat, Spain; Program for Advancing the Clinical Translation of Regenerative Medicine of Catalonia, P-CMR[C], L'Hospitalet de Llobregat, Spain; CIBER de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Barcelona, Spain.
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23
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Choi Y, Choi SA, Koh EJ, Yun I, Park S, Jeon S, Kim Y, Park S, Woo D, Phi JH, Park SH, Kim DS, Kim SH, Choi JW, Lee JW, Jung TY, Bhak J, Lee S, Kim SK. Comprehensive multiomics analysis reveals distinct differences between pediatric choroid plexus papilloma and carcinoma. Acta Neuropathol Commun 2024; 12:93. [PMID: 38867333 PMCID: PMC11167863 DOI: 10.1186/s40478-024-01814-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 06/02/2024] [Indexed: 06/14/2024] Open
Abstract
Choroid plexus tumors (CPTs) are intraventricular tumors derived from the choroid plexus epithelium and occur frequently in children. The aim of this study was to investigate the genomic and epigenomic characteristics of CPT and identify the differences between choroid plexus papilloma (CPP) and choroid plexus carcinoma (CPC). We conducted multiomics analyses of 20 CPT patients including CPP and CPC. Multiomics analysis included whole-genome sequencing, whole-transcriptome sequencing, and methylation sequencing. Mutually exclusive TP53 and EPHA7 point mutations, coupled with the amplification of chromosome 1, were exclusively identified in CPC. In contrast, amplification of chromosome 9 was specific to CPP. Differential gene expression analysis uncovered a significant overexpression of genes related to cell cycle regulation and epithelial-mesenchymal transition pathways in CPC compared to CPP. Overexpression of genes associated with tumor metastasis and progression was observed in the CPC subgroup with leptomeningeal dissemination. Furthermore, methylation profiling unveiled hypomethylation in major repeat regions, including long interspersed nuclear elements, short interspersed nuclear elements, long terminal repeats, and retrotransposons in CPC compared to CPP, implying that the loss of epigenetic silencing of transposable elements may play a role in tumorigenesis of CPC. Finally, the differential expression of AK1, regulated by both genomic and epigenomic factors, emerged as a potential contributing factor to the histological difference of CPP against CPC. Our results suggest pronounced genomic and epigenomic disparities between CPP and CPC, providing insights into the pathogenesis of CPT at the molecular level.
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Affiliation(s)
- Yeonsong Choi
- Department of Biomedical Engineering, College of Information and Biotechnology, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea
- Korean Genomics Center, UNIST, Ulsan, Republic of Korea
| | - Seung Ah Choi
- Division of Pediatric Neurosurgery, Seoul National University Children's Hospital, Seoul, Republic of Korea
- Department of Neurosurgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
- Biomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea
| | - Eun Jung Koh
- Division of Pediatric Neurosurgery, Seoul National University Children's Hospital, Seoul, Republic of Korea
- Department of Neurosurgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ilsun Yun
- Department of Biomedical Engineering, College of Information and Biotechnology, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea
- Korean Genomics Center, UNIST, Ulsan, Republic of Korea
| | - Suhyun Park
- Department of Biomedical Engineering, College of Information and Biotechnology, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea
- Korean Genomics Center, UNIST, Ulsan, Republic of Korea
| | | | | | - Sangbeen Park
- Department of Biomedical Engineering, College of Information and Biotechnology, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea
| | - Donggeon Woo
- Department of Biomedical Engineering, College of Information and Biotechnology, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea
| | - Ji Hoon Phi
- Division of Pediatric Neurosurgery, Seoul National University Children's Hospital, Seoul, Republic of Korea
- Department of Neurosurgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
- Biomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea
- Neuroscience Research Institute, Seoul National University Medical Research Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Sung-Hye Park
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Dong-Seok Kim
- Department of Pediatric Neurosurgery, Severance Children's Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Se Hoon Kim
- Department of Pathology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jung Won Choi
- Department of Neurosurgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Ji Won Lee
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Tae-Young Jung
- Department of Neurosurgery, Chonnam National University Medical School and Hwasun Hospital, Hwasun, Republic of Korea
| | - Jong Bhak
- Department of Biomedical Engineering, College of Information and Biotechnology, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea
- Korean Genomics Center, UNIST, Ulsan, Republic of Korea
- Clinomics Inc., Ulsan, Republic of Korea
| | - Semin Lee
- Department of Biomedical Engineering, College of Information and Biotechnology, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.
- Korean Genomics Center, UNIST, Ulsan, Republic of Korea.
| | - Seung-Ki Kim
- Division of Pediatric Neurosurgery, Seoul National University Children's Hospital, Seoul, Republic of Korea.
- Department of Neurosurgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea.
- Biomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea.
- Neuroscience Research Institute, Seoul National University Medical Research Center, Seoul National University College of Medicine, Seoul, Republic of Korea.
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24
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Lara O, Janssen P, Mambretti M, De Pauw L, Ates G, Mackens L, De Munck J, Walckiers J, Pan Z, Beckers P, Espinet E, Sato H, De Ridder M, Marks DL, Barbé K, Aerts JL, Hermans E, Rooman I, Massie A. Compartmentalized role of xCT in supporting pancreatic tumor growth, inflammation and mood disturbance in mice. Brain Behav Immun 2024; 118:275-286. [PMID: 38447884 DOI: 10.1016/j.bbi.2024.03.001] [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: 07/07/2023] [Revised: 02/05/2024] [Accepted: 03/02/2024] [Indexed: 03/08/2024] Open
Abstract
xCT (Slc7a11), the specific subunit of the cystine/glutamate antiporter system xc-, is present in the brain and on immune cells, where it is known to modulate behavior and inflammatory responses. In a variety of cancers -including pancreatic ductal adenocarcinoma (PDAC)-, xCT is upregulated by tumor cells to support their growth and spread. Therefore, we studied the impact of xCT deletion in pancreatic tumor cells (Panc02) and/or the host (xCT-/- mice) on tumor burden, inflammation, cachexia and mood disturbances. Deletion of xCT in the tumor strongly reduced tumor growth. Targeting xCT in the host and not the tumor resulted only in a partial reduction of tumor burden, while it did attenuate tumor-related systemic inflammation and prevented an increase in immunosuppressive regulatory T cells. The latter effect could be replicated by specific xCT deletion in immune cells. xCT deletion in the host or the tumor differentially modulated neuroinflammation. When mice were grafted with xCT-deleted tumor cells, hypothalamic inflammation was reduced and, accordingly, food intake improved. Tumor bearing xCT-/- mice showed a trend of reduced hippocampal neuroinflammation with less anxiety- and depressive-like behavior. Taken together, targeting xCT may have beneficial effects on pancreatic cancer-related comorbidities, beyond reducing tumor burden. The search for novel and specific xCT inhibitors is warranted as they may represent a holistic therapy in pancreatic cancer.
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Affiliation(s)
- Olaya Lara
- Laboratory of Neuro-Aging & Viro-Immunotherapy, Center for Neurosciences (C4N), Vrije Universiteit Brussel (VUB), Brussels 1090, Belgium; Laboratory for Medical and Molecular Oncology, Translational Oncology Research Center (TORC), VUB, Brussels 1090, Belgium
| | - Pauline Janssen
- Laboratory of Neuro-Aging & Viro-Immunotherapy, Center for Neurosciences (C4N), Vrije Universiteit Brussel (VUB), Brussels 1090, Belgium; Laboratory for Medical and Molecular Oncology, Translational Oncology Research Center (TORC), VUB, Brussels 1090, Belgium
| | - Marco Mambretti
- Laboratory for Medical and Molecular Oncology, Translational Oncology Research Center (TORC), VUB, Brussels 1090, Belgium
| | - Laura De Pauw
- Laboratory of Neuro-Aging & Viro-Immunotherapy, Center for Neurosciences (C4N), Vrije Universiteit Brussel (VUB), Brussels 1090, Belgium
| | - Gamze Ates
- Laboratory of Neuro-Aging & Viro-Immunotherapy, Center for Neurosciences (C4N), Vrije Universiteit Brussel (VUB), Brussels 1090, Belgium
| | - Liselotte Mackens
- Laboratory of Neuro-Aging & Viro-Immunotherapy, Center for Neurosciences (C4N), Vrije Universiteit Brussel (VUB), Brussels 1090, Belgium
| | - Jolien De Munck
- Laboratory of Neuro-Aging & Viro-Immunotherapy, Center for Neurosciences (C4N), Vrije Universiteit Brussel (VUB), Brussels 1090, Belgium
| | - Jarne Walckiers
- Laboratory of Neuro-Aging & Viro-Immunotherapy, Center for Neurosciences (C4N), Vrije Universiteit Brussel (VUB), Brussels 1090, Belgium
| | - Zhaolong Pan
- Laboratory for Medical and Molecular Oncology, Translational Oncology Research Center (TORC), VUB, Brussels 1090, Belgium
| | - Pauline Beckers
- Institute of Neuroscience, Université catholique de Louvain, Brussels 1200, Belgium
| | - Elisa Espinet
- Pancreatic Cancer Lab, Department of Pathology and Experimental Therapy, School of Medicine, University of Barcelona, L'Hospitalet de Llobregat, Barcelona 08907, Spain; Molecular Mechanisms and Experimental Therapy in Oncology Program, Institut d'Investigació Biomèdica de Bellvitge, L'Hospitalet de Llobregat, Barcelona 08907, Spain
| | - Hideyo Sato
- Department of Medical Technology, Niigata University, Niigata 950-3198, Japan
| | - Mark De Ridder
- Department of Radiotherapy, UZ Brussels, VUB, Brussels 1090, Belgium
| | - Daniel L Marks
- Papé Family Pediatric Research Institute, Oregon Health and Science University, Portland, OR 97239, USA
| | - Kurt Barbé
- The Biostatistics and Medical Informatics Department, VUB, Brussels 1090, Belgium
| | - Joeri L Aerts
- Laboratory of Neuro-Aging & Viro-Immunotherapy, Center for Neurosciences (C4N), Vrije Universiteit Brussel (VUB), Brussels 1090, Belgium
| | - Emmanuel Hermans
- Institute of Neuroscience, Université catholique de Louvain, Brussels 1200, Belgium
| | - Ilse Rooman
- Laboratory for Medical and Molecular Oncology, Translational Oncology Research Center (TORC), VUB, Brussels 1090, Belgium.
| | - Ann Massie
- Laboratory of Neuro-Aging & Viro-Immunotherapy, Center for Neurosciences (C4N), Vrije Universiteit Brussel (VUB), Brussels 1090, Belgium.
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25
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Wang SS, Hall ML, Lee E, Kim SC, Ramesh N, Lee SH, Jang JY, Bold RJ, Ku JL, Hwang CI. Whole-genome bisulfite sequencing identifies stage- and subtype-specific DNA methylation signatures in pancreatic cancer. iScience 2024; 27:109414. [PMID: 38532888 PMCID: PMC10963232 DOI: 10.1016/j.isci.2024.109414] [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: 11/22/2023] [Revised: 02/03/2024] [Accepted: 02/29/2024] [Indexed: 03/28/2024] Open
Abstract
In pancreatic ductal adenocarcinoma (PDAC), no recurrent metastasis-specific mutation has been found, suggesting that epigenetic mechanisms, such as DNA methylation, are the major contributors of late-stage disease progression. Here, we performed the first whole-genome bisulfite sequencing (WGBS) on mouse and human PDAC organoid models to identify stage-specific and molecular subtype-specific DNA methylation signatures. With this approach, we identified thousands of differentially methylated regions (DMRs) that can distinguish between the stages and molecular subtypes of PDAC. Stage-specific DMRs are associated with genes related to nervous system development and cell-cell adhesions, and are enriched in promoters and bivalent enhancers. Subtype-specific DMRs showed hypermethylation of GATA6 foregut endoderm transcriptional networks in the squamous subtype and hypermethylation of EMT transcriptional networks in the progenitor subtype. These results indicate that aberrant DNA methylation contributes to both PDAC progression and subtype differentiation, resulting in significant and reoccurring DNA methylation patterns with diagnostic and prognostic potential.
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Affiliation(s)
- Sarah S. Wang
- Department of Microbiology and Molecular Genetics, College of Biological Sciences, University of California Davis, Davis, CA 95616, USA
| | - Madison L. Hall
- Department of Microbiology and Molecular Genetics, College of Biological Sciences, University of California Davis, Davis, CA 95616, USA
| | - EunJung Lee
- Department of Microbiology and Molecular Genetics, College of Biological Sciences, University of California Davis, Davis, CA 95616, USA
| | - Soon-Chan Kim
- Department of Biomedical Sciences, Korean Cell Line Bank, Laboratory of Cell Biology and Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Neha Ramesh
- Department of Microbiology and Molecular Genetics, College of Biological Sciences, University of California Davis, Davis, CA 95616, USA
| | - Sang Hyub Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea
| | - Jin-Young Jang
- Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Richard J. Bold
- Division of Surgical Oncology, Department of Surgery, University of California, Davis, Sacramento, CA, USA
- University of California Davis Comprehensive Cancer Center, Sacramento, CA, USA
| | - Ja-Lok Ku
- Department of Biomedical Sciences, Korean Cell Line Bank, Laboratory of Cell Biology and Cancer Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Chang-Il Hwang
- Department of Microbiology and Molecular Genetics, College of Biological Sciences, University of California Davis, Davis, CA 95616, USA
- University of California Davis Comprehensive Cancer Center, Sacramento, CA, USA
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26
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Lee M, Ahmad SF, Xu J. Regulation and function of transposable elements in cancer genomes. Cell Mol Life Sci 2024; 81:157. [PMID: 38556602 PMCID: PMC10982106 DOI: 10.1007/s00018-024-05195-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 02/28/2024] [Accepted: 03/01/2024] [Indexed: 04/02/2024]
Abstract
Over half of human genomic DNA is composed of repetitive sequences generated throughout evolution by prolific mobile genetic parasites called transposable elements (TEs). Long disregarded as "junk" or "selfish" DNA, TEs are increasingly recognized as formative elements in genome evolution, wired intimately into the structure and function of the human genome. Advances in sequencing technologies and computational methods have ushered in an era of unprecedented insight into how TE activity impacts human biology in health and disease. Here we discuss the current views on how TEs have shaped the regulatory landscape of the human genome, how TE activity is implicated in human cancers, and how recent findings motivate novel strategies to leverage TE activity for improved cancer therapy. Given the crucial role of methodological advances in TE biology, we pair our conceptual discussions with an in-depth review of the inherent technical challenges in studying repeats, specifically related to structural variation, expression analyses, and chromatin regulation. Lastly, we provide a catalog of existing and emerging assays and bioinformatic software that altogether are enabling the most sophisticated and comprehensive investigations yet into the regulation and function of interspersed repeats in cancer genomes.
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Affiliation(s)
- Michael Lee
- Department of Pediatrics, Children's Medical Center Research Institute, University of Texas Southwestern Medical Center, 6000 Harry Hines Blvd., Dallas, TX, 75390, USA.
| | - Syed Farhan Ahmad
- Department of Pathology, Center of Excellence for Leukemia Studies, St. Jude Children's Research Hospital, 262 Danny Thomas Place - MS 345, Memphis, TN, 38105, USA
| | - Jian Xu
- Department of Pathology, Center of Excellence for Leukemia Studies, St. Jude Children's Research Hospital, 262 Danny Thomas Place - MS 345, Memphis, TN, 38105, USA.
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27
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Cortesi A, Gandolfi F, Arco F, Di Chiaro P, Valli E, Polletti S, Noberini R, Gualdrini F, Attanasio S, Citron F, Ho IL, Shah R, Yen EY, Spinella MC, Ronzoni S, Rodighiero S, Mitro N, Bonaldi T, Ghisletti S, Monticelli S, Viale A, Diaferia GR, Natoli G. Activation of endogenous retroviruses and induction of viral mimicry by MEK1/2 inhibition in pancreatic cancer. SCIENCE ADVANCES 2024; 10:eadk5386. [PMID: 38536927 PMCID: PMC10971493 DOI: 10.1126/sciadv.adk5386] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 02/21/2024] [Indexed: 02/08/2025]
Abstract
While pancreatic ductal adenocarcinomas (PDACs) are addicted to KRAS-activating mutations, inhibitors of downstream KRAS effectors, such as the MEK1/2 kinase inhibitor trametinib, are devoid of therapeutic effects. However, the extensive rewiring of regulatory circuits driven by the attenuation of the KRAS pathway may induce vulnerabilities of therapeutic relevance. An in-depth molecular analysis of the transcriptional and epigenomic alterations occurring in PDAC cells in the initial hours after MEK1/2 inhibition by trametinib unveiled the induction of endogenous retroviruses (ERVs) escaping epigenetic silencing, leading to the production of double-stranded RNAs and the increased expression of interferon (IFN) genes. We tracked ERV activation to the early induction of the transcription factor ELF3, which extensively bound and activated nonsilenced retroelements and synergized with IRF1 (interferon regulatory factor 1) in the activation of IFNs and IFN-stimulated genes. Trametinib-induced viral mimicry in PDAC may be exploited in the rational design of combination therapies in immuno-oncology.
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Affiliation(s)
- Alice Cortesi
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Francesco Gandolfi
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Fabiana Arco
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Pierluigi Di Chiaro
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Emanuele Valli
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Sara Polletti
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Roberta Noberini
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Francesco Gualdrini
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Sergio Attanasio
- Department of Genomic Medicine, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Francesca Citron
- Department of Genomic Medicine, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - I-lin Ho
- Department of Genomic Medicine, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Rutvi Shah
- Department of Genomic Medicine, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Er-Yen Yen
- Department of Genomic Medicine, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Mara Cetty Spinella
- Institute for Research in Biomedicine (IRB), Università della Svizzera Italiana, Bellinzona, Switzerland
| | - Simona Ronzoni
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Simona Rodighiero
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Nico Mitro
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
- DiSFeB, Dipartimento di Scienze Farmacologiche e Biomolecolari “Rodolfo Paoletti,” Università degli Studi di Milano, Milano 20133, Italy
| | - Tiziana Bonaldi
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
- DiSFeB, Dipartimento di Scienze Farmacologiche e Biomolecolari “Rodolfo Paoletti,” Università degli Studi di Milano, Milano 20133, Italy
| | - Serena Ghisletti
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Silvia Monticelli
- Institute for Research in Biomedicine (IRB), Università della Svizzera Italiana, Bellinzona, Switzerland
| | - Andrea Viale
- Department of Genomic Medicine, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA
| | | | - Gioacchino Natoli
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milano, Italy
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28
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Iwata T, Kishikawa T, Seimiya T, Notoya G, Suzuki T, Shibata C, Miyakawa Y, Odawara N, Funato K, Tanaka E, Yamagami M, Sekiba K, Otsuka M, Koike K, Fujishiro M. Satellite double-stranded RNA induces mesenchymal transition in pancreatic cancer by regulating alternative splicing. J Biol Chem 2024; 300:105742. [PMID: 38346537 PMCID: PMC10943486 DOI: 10.1016/j.jbc.2024.105742] [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: 03/24/2023] [Revised: 12/26/2023] [Accepted: 01/29/2024] [Indexed: 03/11/2024] Open
Abstract
Human satellite II (HSATII), composed of tandem repeats in pericentromeric regions, is aberrantly transcribed in epithelial cancers, particularly pancreatic cancer. Dysregulation of repetitive elements in cancer tissues can facilitate incidental dsRNA formation; however, it remains controversial whether dsRNAs play tumor-promoting or tumor-suppressing roles during cancer progression. Therefore, we focused on the double-stranded formation of HSATII RNA and explored its molecular function. The overexpression of double-stranded HSATII (dsHSATII) RNA promoted mesenchymal-like morphological changes and enhanced the invasiveness of pancreatic cancer cells. We identified an RNA-binding protein, spermatid perinuclear RNA-binding protein (STRBP), which preferentially binds to dsHSATII RNA rather than single-stranded HSATII RNA. The mesenchymal transition of dsHSATII-expressing cells was rescued by STRBP overexpression. Mechanistically, STRBP is involved in the alternative splicing of genes associated with epithelial-mesenchymal transition (EMT). We also confirmed that isoform switching of CLSTN1, driven by dsHSATII overexpression or STRBP depletion, induced EMT-like morphological changes. These findings reveal a novel tumor-promoting function of dsHSATII RNA, inducing EMT-like changes and cell invasiveness, thus enhancing our understanding of the biological significance of aberrant expression of satellite arrays in malignant tumors.
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Affiliation(s)
- Takuma Iwata
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Takahiro Kishikawa
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
| | - Takahiro Seimiya
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Genso Notoya
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tatsunori Suzuki
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Chikako Shibata
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Yu Miyakawa
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Nariaki Odawara
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Kazuyoshi Funato
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Eri Tanaka
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Mari Yamagami
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Kazuma Sekiba
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Motoyuki Otsuka
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Kazuhiko Koike
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Mitsuhiro Fujishiro
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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29
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Draškovič T, Hauptman N. Discovery of novel DNA methylation biomarker panels for the diagnosis and differentiation between common adenocarcinomas and their liver metastases. Sci Rep 2024; 14:3095. [PMID: 38326602 PMCID: PMC10850119 DOI: 10.1038/s41598-024-53754-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 02/05/2024] [Indexed: 02/09/2024] Open
Abstract
Differentiation between adenocarcinomas is sometimes challenging. The promising avenue for discovering new biomarkers lies in bioinformatics using DNA methylation analysis. Utilizing a 2853-sample identification dataset and a 782-sample independent verification dataset, we have identified diagnostic DNA methylation biomarkers that are hypermethylated in cancer and differentiate between breast invasive carcinoma, cholangiocarcinoma, colorectal cancer, hepatocellular carcinoma, lung adenocarcinoma, pancreatic adenocarcinoma and stomach adenocarcinoma. The best panels for cancer type exhibit sensitivity of 77.8-95.9%, a specificity of 92.7-97.5% for tumors, a specificity of 91.5-97.7% for tumors and normal tissues and a diagnostic accuracy of 85.3-96.4%. We have shown that the results can be extended from the primary cancers to their liver metastases, as the best panels diagnose and differentiate between pancreatic adenocarcinoma liver metastases and breast invasive carcinoma liver metastases with a sensitivity and specificity of 83.3-100% and a diagnostic accuracy of 86.8-91.9%. Moreover, the panels could detect hypermethylation of selected regions in the cell-free DNA of patients with liver metastases. At the same time, these were unmethylated in the cell-free DNA of healthy donors, confirming their applicability for liquid biopsies.
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Affiliation(s)
- Tina Draškovič
- Faculty of Medicine, Institute of Pathology, University of Ljubljana, Ljubljana, Slovenia
| | - Nina Hauptman
- Faculty of Medicine, Institute of Pathology, University of Ljubljana, Ljubljana, Slovenia.
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30
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Orlacchio A, Muzyka S, Gonda TA. Epigenetic therapeutic strategies in pancreatic cancer. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2024; 383:1-40. [PMID: 38359967 DOI: 10.1016/bs.ircmb.2023.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/17/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal solid malignancies, characterized by its aggressiveness and metastatic potential, with a 5-year survival rate of only 8-11%. Despite significant improvements in PDAC treatment and management, therapeutic alternatives are still limited. One of the main reasons is its high degree of intra- and inter-individual tumor heterogeneity which is established and maintained through a complex network of transcription factors and epigenetic regulators. Epigenetic drugs, have shown promising preclinical results in PDAC and are currently being evaluated in clinical trials both for their ability to sensitize cancer cells to cytotoxic drugs and to counteract the immunosuppressive characteristic of PDAC tumor microenvironment. In this review, we discuss the current status of epigenetic treatment strategies to overcome molecular and cellular PDAC heterogeneity in order to improve response to therapy.
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Affiliation(s)
- Arturo Orlacchio
- Division of Gastroenterology and Hepatology, New York University, New York, NY, United States
| | - Stephen Muzyka
- Division of Gastroenterology and Hepatology, New York University, New York, NY, United States
| | - Tamas A Gonda
- Division of Gastroenterology and Hepatology, New York University, New York, NY, United States.
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31
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Sacdalan DB, Ul Haq S, Lok BH. Plasma Cell-Free Tumor Methylome as a Biomarker in Solid Tumors: Biology and Applications. Curr Oncol 2024; 31:482-500. [PMID: 38248118 PMCID: PMC10814449 DOI: 10.3390/curroncol31010033] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 12/30/2023] [Accepted: 01/10/2024] [Indexed: 01/23/2024] Open
Abstract
DNA methylation is a fundamental mechanism of epigenetic control in cells and its dysregulation is strongly implicated in cancer development. Cancers possess an extensively hypomethylated genome with focal regions of hypermethylation at CPG islands. Due to the highly conserved nature of cancer-specific methylation, its detection in cell-free DNA in plasma using liquid biopsies constitutes an area of interest in biomarker research. The advent of next-generation sequencing and newer computational technologies have allowed for the development of diagnostic and prognostic biomarkers that utilize methylation profiling to diagnose disease and stratify risk. Methylome-based predictive biomarkers can determine the response to anti-cancer therapy. An additional emerging application of these biomarkers is in minimal residual disease monitoring. Several key challenges need to be addressed before cfDNA-based methylation biomarkers become fully integrated into practice. The first relates to the biology and stability of cfDNA. The second concerns the clinical validity and generalizability of methylation-based assays, many of which are cancer type-specific. The third involves their practicability, which is a stumbling block for translating technologies from bench to clinic. Future work on developing pan-cancer assays with their respective validities confirmed using well-designed, prospective clinical trials is crucial in pushing for the greater use of these tools in oncology.
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Affiliation(s)
- Danielle Benedict Sacdalan
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, 1 King’s College Circle, Medical Sciences Building, Room 2374, Toronto, ON M5S 1A8, Canada
- Radiation Medicine Program, Princess Margaret Cancer Centre, 610 University Ave, Toronto, ON M5G 2C4, Canada
| | - Sami Ul Haq
- Radiation Medicine Program, Princess Margaret Cancer Centre, 610 University Ave, Toronto, ON M5G 2C4, Canada
- Schulich School of Medicine & Dentistry, Western University, 1151 Richmond St, London, ON N6A 5C1, Canada
| | - Benjamin H. Lok
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, 1 King’s College Circle, Medical Sciences Building, Room 2374, Toronto, ON M5S 1A8, Canada
- Radiation Medicine Program, Princess Margaret Cancer Centre, 610 University Ave, Toronto, ON M5G 2C4, Canada
- Department of Medical Biophysics, Temerty Faculty of Medicine, University of Toronto, 101 College Street, Room 15-701, Toronto, ON M5G 1L7, Canada
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32
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Michiels E, Madhloum H, Van Lint S, Messaoudi N, Kunda R, Martens S, Giron P, Olsen C, Lefesvre P, Dusetti N, El Mohajer L, Tomasini R, Hawinkels LJ, Ahsayni F, Nicolle R, Arsenijevic T, Bouchart C, Van Laethem JL, Rooman I. High-resolution and quantitative spatial analysis reveal intra-ductal phenotypic and functional diversification in pancreatic cancer. J Pathol 2024; 262:76-89. [PMID: 37842959 DOI: 10.1002/path.6212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 08/23/2023] [Accepted: 09/02/2023] [Indexed: 10/17/2023]
Abstract
A 'classical' and a 'basal-like' subtype of pancreatic cancer have been reported, with differential expression of GATA6 and different dosages of mutant KRAS. We established in situ detection of KRAS point mutations and mRNA panels for the consensus subtypes aiming to project these findings to paraffin-embedded clinical tumour samples for spatial quantitative analysis. We unveiled that, next to inter-patient and intra-patient inter-ductal heterogeneity, intraductal spatial phenotypes exist with anti-correlating expression levels of GATA6 and KRASG12D . The basal-like mRNA panel better captured the basal-like cell states than widely used protein markers. The panels corroborated the co-existence of the classical and basal-like cell states in a single tumour duct with functional diversification, i.e. proliferation and epithelial-to-mesenchymal transition respectively. Mutant KRASG12D detection ascertained an epithelial origin of vimentin-positive cells in the tumour. Uneven spatial distribution of cancer-associated fibroblasts could recreate similar intra-organoid diversification. This extensive heterogeneity with functional cooperation of plastic tumour cells poses extra challenges to therapeutic approaches. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Ellis Michiels
- Laboratory of Medical & Molecular Oncology (LMMO), Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Hediel Madhloum
- Laboratory of Medical & Molecular Oncology (LMMO), Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Silke Van Lint
- Laboratory of Medical & Molecular Oncology (LMMO), Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Nouredin Messaoudi
- Department of Surgery, Department of Gastroenterology-Hepatology, Department of Advanced Interventional Endoscopy, Universitair Ziekenhuis Brussel (UZB), Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Rastislav Kunda
- Department of Surgery, Department of Gastroenterology-Hepatology, Department of Advanced Interventional Endoscopy, Universitair Ziekenhuis Brussel (UZB), Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Sandrina Martens
- Laboratory of Medical & Molecular Oncology (LMMO), Vrije Universiteit Brussel (VUB), Brussels, Belgium
- Department of Cardio and Organ Systems, Biomedical Research Institute, Hasselt University, Diepenbeek, Belgium
| | - Philippe Giron
- Centre for Medical Genetics, Clinical Sciences, Reproduction and Genetics Research Group, Universitair Ziekenhuis Brussel (UZB), Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Catharina Olsen
- Centre for Medical Genetics, Clinical Sciences, Reproduction and Genetics Research Group, Universitair Ziekenhuis Brussel (UZB), Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Pierre Lefesvre
- Department of Anatomo-Pathology, Universitair Ziekenhuis Brussel (UZB), Brussels, Belgium
| | - Nelson Dusetti
- Cancer Research Center of Marseille (CRCM), INSERM, CNRS, Institut Paoli-Calmettes, Aix-Marseille, Marseille University, Marseille, France
| | - Leila El Mohajer
- Cancer Research Center of Marseille (CRCM), INSERM, CNRS, Institut Paoli-Calmettes, Aix-Marseille, Marseille University, Marseille, France
| | - Richard Tomasini
- Cancer Research Center of Marseille (CRCM), INSERM, CNRS, Institut Paoli-Calmettes, Aix-Marseille, Marseille University, Marseille, France
| | - Lukas Jac Hawinkels
- Department of Gastroenterology and Hepatology, Leiden University Medical Center (LUMC), Leiden, The Netherlands
| | - Farah Ahsayni
- Department of Surgery, Department of Gastroenterology-Hepatology, Department of Advanced Interventional Endoscopy, Universitair Ziekenhuis Brussel (UZB), Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Rémy Nicolle
- Centre de Recherche sur l'inflammation (CRI), INSERM, Paris, France
| | - Tatjana Arsenijevic
- Laboratory of Experimental Gastroenterology, Faculty of Medicine, Université Libre de Bruxelles (ULB), Bruxelles, Belgium
- Department of Gastroenterology, Hepatology and Digestive Oncology, HUB Bordet Erasme Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Christelle Bouchart
- Department of Radiation-Oncology, Université Libre de Bruxelles (ULB), Hospital Universitaire de Bruxelles (HUB) Institut Jules Bordet, Brussels, Belgium
| | - Jean-Luc Van Laethem
- Laboratory of Experimental Gastroenterology, Faculty of Medicine, Université Libre de Bruxelles (ULB), Bruxelles, Belgium
- Department of Gastroenterology, Hepatology and Digestive Oncology, HUB Bordet Erasme Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Ilse Rooman
- Laboratory of Medical & Molecular Oncology (LMMO), Vrije Universiteit Brussel (VUB), Brussels, Belgium
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33
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Krauß L, Schneider C, Hessmann E, Saur D, Schneider G. Epigenetic control of pancreatic cancer metastasis. Cancer Metastasis Rev 2023; 42:1113-1131. [PMID: 37659057 PMCID: PMC10713713 DOI: 10.1007/s10555-023-10132-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 08/10/2023] [Indexed: 09/05/2023]
Abstract
Surgical resection, when combined with chemotherapy, has been shown to significantly improve the survival rate of patients with pancreatic ductal adenocarcinoma (PDAC). However, this treatment option is only feasible for a fraction of patients, as more than 50% of cases are diagnosed with metastasis. The multifaceted process of metastasis is still not fully understood, but recent data suggest that transcriptional and epigenetic plasticity play significant roles. Interfering with epigenetic reprogramming can potentially control the adaptive processes responsible for metastatic progression and therapy resistance, thereby enhancing treatment responses and preventing recurrence. This review will focus on the relevance of histone-modifying enzymes in pancreatic cancer, specifically on their impact on the metastatic cascade. Additionally, it will also provide a brief update on the current clinical developments in epigenetic therapies.
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Affiliation(s)
- Lukas Krauß
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany.
| | - Carolin Schneider
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Elisabeth Hessmann
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, 37075, Göttingen, Germany
- Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, 37075, Göttingen, Germany
- CCC-N (Comprehensive Cancer Center Lower Saxony), 37075, Göttingen, Germany
| | - Dieter Saur
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, 81675, Munich, Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120, Heidelberg, Germany
| | - Günter Schneider
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany.
- CCC-N (Comprehensive Cancer Center Lower Saxony), 37075, Göttingen, Germany.
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34
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Krüger J, Fischer A, Breunig M, Allgöwer C, Schulte L, Merkle J, Mulaw MA, Okeke N, Melzer MK, Morgenstern C, Azoitei N, Seufferlein T, Barth TF, Siebert R, Hohwieler M, Kleger A. DNA methylation-associated allelic inactivation regulates Keratin 19 gene expression during pancreatic development and carcinogenesis. J Pathol 2023; 261:139-155. [PMID: 37555362 DOI: 10.1002/path.6156] [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: 10/17/2022] [Revised: 04/29/2023] [Accepted: 06/09/2023] [Indexed: 08/10/2023]
Abstract
Within the pancreas, Keratin 19 (KRT19) labels the ductal lineage and is a determinant of pancreatic ductal adenocarcinoma (PDAC). To investigate KRT19 expression dynamics, we developed a human pluripotent stem cell (PSC)-based KRT19-mCherry reporter system in different genetic backgrounds to monitor KRT19 expression from its endogenous gene locus. A differentiation protocol to generate mature pancreatic duct-like organoids was applied. While KRT19/mCherry expression became evident at the early endoderm stage, mCherry signal was present in nearly all cells at the pancreatic endoderm (PE) and pancreatic progenitor (PP) stages. Interestingly, despite homogenous KRT19 expression, mCherry positivity dropped to 50% after ductal maturation, indicating a permanent switch from biallelic to monoallelic expression. DNA methylation profiling separated the distinct differentiation intermediates, with site-specific DNA methylation patterns occurring at the KRT19 locus during ductal maturation. Accordingly, the monoallelic switch was partially reverted upon treatment with a DNA-methyltransferase inhibitor. In human PDAC cohorts, high KRT19 levels correlate with low locus methylation and decreased survival. At the same time, activation of oncogenic KRASG12D signalling in our reporter system reversed monoallelic back to biallelic KRT19 expression in pancreatic duct-like organoids. Allelic reactivation was also detected in single-cell transcriptomes of human PDACs, which further revealed a positive correlation between KRT19 and KRAS expression. Accordingly, KRAS mutant PDACs had higher KRT19 mRNA but lower KRT19 gene locus DNA methylation than wildtype counterparts. KRT19 protein was additionally detected in plasma of PDAC patients, with higher concentrations correlating with shorter progression-free survival in gemcitabine/nabPaclitaxel-treated and opposing trends in FOLFIRINOX-treated patients. Apart from being an important pancreatic ductal lineage marker, KRT19 appears tightly controlled via a switch from biallelic to monoallelic expression during ductal lineage entry and is aberrantly expressed after oncogenic KRASG12D expression, indicating a role in PDAC development and malignancy. Soluble KRT19 might serve as a relevant biomarker to stratify treatment. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Jana Krüger
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany
| | - Anja Fischer
- Institute of Human Genetics, Ulm University & Ulm University Hospital, Ulm, Germany
| | - Markus Breunig
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany
| | - Chantal Allgöwer
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany
| | - Lucas Schulte
- Division of Interdisciplinary Pancreatology, Department of Internal Medicine I, Ulm University Hospital, Ulm, Germany
| | | | - Medhanie A Mulaw
- Unit for Single-cell Genomics, Medical Faculty, Ulm University, Ulm, Germany
| | - Nnamdi Okeke
- Institute of Human Genetics, Ulm University & Ulm University Hospital, Ulm, Germany
| | - Michael K Melzer
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany
- Department of Urology, Ulm University Hospital, Ulm, Germany
| | - Clara Morgenstern
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany
| | - Ninel Azoitei
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany
| | - Thomas Seufferlein
- Department of Internal Medicine I, Ulm University Hospital, Ulm, Germany
| | - Thomas Fe Barth
- Department of Pathology, Ulm University Hospital, Ulm, Germany
| | - Reiner Siebert
- Institute of Human Genetics, Ulm University & Ulm University Hospital, Ulm, Germany
| | - Meike Hohwieler
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany
| | - Alexander Kleger
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University Hospital, Ulm, Germany
- Division of Interdisciplinary Pancreatology, Department of Internal Medicine I, Ulm University Hospital, Ulm, Germany
- Organoid Core Facility, Ulm University, Ulm, Germany
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Bararia A, Das A, Mitra S, Banerjee S, Chatterjee A, Sikdar N. Deoxyribonucleic acid methylation driven aberrations in pancreatic cancer-related pathways. World J Gastrointest Oncol 2023; 15:1505-1519. [PMID: 37746645 PMCID: PMC10514732 DOI: 10.4251/wjgo.v15.i9.1505] [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: 04/18/2023] [Revised: 05/29/2023] [Accepted: 08/01/2023] [Indexed: 09/13/2023] Open
Abstract
Pancreatic cancer (PanCa) presents a catastrophic disease with poor overall survival at advanced stages, with immediate requirement of new and effective treatment options. Besides genetic mutations, epigenetic dysregulation of signaling pathway-associated enriched genes are considered as novel therapeutic target. Mechanisms beneath the deoxyribonucleic acid methylation and its utility in developing of epi-drugs in PanCa are under trails. Combinations of epigenetic medicines with conventional cytotoxic treatments or targeted therapy are promising options to improving the dismal response and survival rate of PanCa patients. Recent studies have identified potentially valid pathways that support the prediction that future PanCa clinical trials will include vigorous testing of epigenomic therapies. Epigenetics thus promises to generate a significant amount of new knowledge of biological and medical importance. Our review could identify various components of epigenetic mechanisms known to be involved in the initiation and development of pancreatic ductal adenocarcinoma and related precancerous lesions, and novel pharmacological strategies that target these components could potentially lead to breakthroughs. We aim to highlight the possibilities that exist and the potential therapeutic interventions.
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Affiliation(s)
- Akash Bararia
- Human Genetics Unit, Indian Statistical Institute, Kolkata 700108, India
| | - Amlan Das
- Department of Biochemistry, Royal Global University, Assam 781035, India
| | - Sangeeta Mitra
- Department of Biochemistry and Biophysics, University of Kalyani, West Bengal 741235, India
| | - Sudeep Banerjee
- Department of Gastrointestinal Surgery, Tata Medical Center, Kolkata 700160, India
| | - Aniruddha Chatterjee
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin 9054, New Zealand
- School of Health Sciences and Technology, University of Petroleum and Energy Studies, Dehradun 248007, India
| | - Nilabja Sikdar
- Human Genetics Unit, Indian Statistical Institute, Kolkata 700108, India
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Urbanova M, Cihova M, Buocikova V, Slopovsky J, Dubovan P, Pindak D, Tomas M, García-Bermejo L, Rodríguez-Garrote M, Earl J, Kohl Y, Kataki A, Dusinska M, Sainz B, Smolkova B, Gabelova A. Nanomedicine and epigenetics: New alliances to increase the odds in pancreatic cancer survival. Biomed Pharmacother 2023; 165:115179. [PMID: 37481927 DOI: 10.1016/j.biopha.2023.115179] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 07/04/2023] [Accepted: 07/12/2023] [Indexed: 07/25/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is among the deadliest cancers worldwide, primarily due to its robust desmoplastic stroma and immunosuppressive tumor microenvironment (TME), which facilitate tumor progression and metastasis. In addition, fibrous tissue leads to sparse vasculature, high interstitial fluid pressure, and hypoxia, thereby hindering effective systemic drug delivery and immune cell infiltration. Thus, remodeling the TME to enhance tumor perfusion, increase drug retention, and reverse immunosuppression has become a key therapeutic strategy. In recent years, targeting epigenetic pathways has emerged as a promising approach to overcome tumor immunosuppression and cancer progression. Moreover, the progress in nanotechnology has provided new opportunities for enhancing the efficacy of conventional and epigenetic drugs. Nano-based drug delivery systems (NDDSs) offer several advantages, including improved drug pharmacokinetics, enhanced tumor penetration, and reduced systemic toxicity. Smart NDDSs enable precise targeting of stromal components and augment the effectiveness of immunotherapy through multiple drug delivery options. This review offers an overview of the latest nano-based approaches developed to achieve superior therapeutic efficacy and overcome drug resistance. We specifically focus on the TME and epigenetic-targeted therapies in the context of PDAC, discussing the advantages and limitations of current strategies while highlighting promising new developments. By emphasizing the immense potential of NDDSs in improving therapeutic outcomes in PDAC, our review paves the way for future research in this rapidly evolving field.
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Affiliation(s)
- Maria Urbanova
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Dubravska Cesta 9, 845 05 Bratislava, Slovakia
| | - Marina Cihova
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Dubravska Cesta 9, 845 05 Bratislava, Slovakia
| | - Verona Buocikova
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Dubravska Cesta 9, 845 05 Bratislava, Slovakia
| | - Jan Slopovsky
- 2nd Department of Oncology, National Cancer Institute, Klenova 1, 833 10 Bratislava, Slovakia; Faculty of Medicine, Comenius University, Spitalska 24, 813 72 Bratislava, Slovakia
| | - Peter Dubovan
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Dubravska Cesta 9, 845 05 Bratislava, Slovakia; Department of Surgical Oncology, National CancerInstitute in Bratislava, Klenova 1, 833 10 Bratislava, Slovakia; Faculty of Medicine, Slovak Medical University in Bratislava, Limbová12, 833 03 Bratislava
| | - Daniel Pindak
- Department of Surgical Oncology, National CancerInstitute in Bratislava, Klenova 1, 833 10 Bratislava, Slovakia; Faculty of Medicine, Slovak Medical University in Bratislava, Limbová12, 833 03 Bratislava
| | - Miroslav Tomas
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Dubravska Cesta 9, 845 05 Bratislava, Slovakia; Department of Surgical Oncology, National CancerInstitute in Bratislava, Klenova 1, 833 10 Bratislava, Slovakia; Faculty of Medicine, Slovak Medical University in Bratislava, Limbová12, 833 03 Bratislava
| | - Laura García-Bermejo
- Biomarkers and Therapeutic Targets Group, Area4, Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9100, 28034 Madrid, Spain
| | - Mercedes Rodríguez-Garrote
- Molecular Epidemiology and Predictive Tumor Markers Group, Area 3, Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9100, 28034 Madrid, Spain; CIBERONC, Madrid, Spain
| | - Julie Earl
- Molecular Epidemiology and Predictive Tumor Markers Group, Area 3, Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9100, 28034 Madrid, Spain; CIBERONC, Madrid, Spain
| | - Yvonne Kohl
- Department Bioprocessing & Bioanalytics, Fraunhofer Institute for Biomedical Engineering IBMT, 66280 Sulzbach, Germany
| | - Agapi Kataki
- 1st Department of Propaedeutic Surgery, National and Kapodistrian University of Athens, Vasilissis Sofias 114, 11527 Athens, Greece
| | - Maria Dusinska
- Health Effects Laboratory, Department of Environmental Chemistry, NILU-Norwegian Institute for Air Research, Instituttveien 18, 2002 Kjeller, Norway
| | - Bruno Sainz
- CIBERONC, Madrid, Spain; Instituto de Investigaciones Biomédicas"Alberto Sols" (IIBM), CSIC-UAM, 28029 Madrid, Spain; Biomarkers and Personalized Approach to Cancer (BIOPAC) Group, Area 3, Ramón y Cajal Health Research Institute (IRYCIS), 28034 Madrid, Spain
| | - Bozena Smolkova
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Dubravska Cesta 9, 845 05 Bratislava, Slovakia
| | - Alena Gabelova
- Department of Nanobiology, Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Dubravska Cesta 9, 84505 Bratislava, Slovakia..
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Zheng Y, Ziman B, Ho AS, Sinha UK, Xu LY, Li EM, Koeffler HP, Berman BP, Lin DC. Comprehensive analyses of partially methylated domains and differentially methylated regions in esophageal cancer reveal both cell-type- and cancer-specific epigenetic regulation. Genome Biol 2023; 24:193. [PMID: 37620896 PMCID: PMC10463844 DOI: 10.1186/s13059-023-03035-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 08/10/2023] [Indexed: 08/26/2023] Open
Abstract
BACKGROUND As one of the most common malignancies, esophageal cancer has two subtypes, squamous cell carcinoma and adenocarcinoma, arising from distinct cells-of-origin. Distinguishing cell-type-specific molecular features from cancer-specific characteristics is challenging. RESULTS We analyze whole-genome bisulfite sequencing data on 45 esophageal tumor and nonmalignant samples from both subtypes. We develop a novel sequence-aware method to identify large partially methylated domains (PMDs), revealing profound heterogeneity at both methylation level and genomic distribution of PMDs across tumor samples. We identify subtype-specific PMDs that are associated with repressive transcription, chromatin B compartments and high somatic mutation rate. While genomic locations of these PMDs are pre-established in normal cells, the degree of loss is significantly higher in tumors. We find that cell-type-specific deposition of H3K36me2 may underlie genomic distribution of PMDs. At a smaller genomic scale, both cell-type- and cancer-specific differentially methylated regions (DMRs) are identified for each subtype. Using binding motif analysis within these DMRs, we show that a cell-type-specific transcription factor HNF4A maintains the binding sites that it generates in normal cells, while establishing new binding sites cooperatively with novel partners such as FOSL1 in esophageal adenocarcinoma. Finally, leveraging pan-tissue single-cell and pan-cancer epigenomic datasets, we demonstrate that a substantial fraction of cell-type-specific PMDs and DMRs identified here in esophageal cancer are actually markers that co-occur in other cancers originating from related cell types. CONCLUSIONS These findings advance our understanding of DNA methylation dynamics at various genomic scales in normal and malignant states, providing novel mechanistic insights into cell-type- and cancer-specific epigenetic regulations.
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Affiliation(s)
- Yueyuan Zheng
- Clinical Big Data Research Center, Scientific Research Center, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, 518107, People's Republic of China
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, USA
| | - Benjamin Ziman
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, USA
- Center for Craniofacial Molecular Biology, Herman Ostrow School of Dentistry, and Norris Comprehensive Cancer Center, University of Southern California, 2250 Alcazar Street - CSA 207D, Los Angeles, CA, 90033, USA
| | - Allen S Ho
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, Samuel Oschin Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Uttam K Sinha
- Department of Otolaryngology, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Li-Yan Xu
- The Key Laboratory of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Guangdong, China
| | - En-Min Li
- The Key Laboratory of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Guangdong, China
| | - H Phillip Koeffler
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, USA
| | - Benjamin P Berman
- Department of Developmental Biology and Cancer Research, Institute for Medical Research Israel-Canada, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel.
| | - De-Chen Lin
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, USA.
- Center for Craniofacial Molecular Biology, Herman Ostrow School of Dentistry, and Norris Comprehensive Cancer Center, University of Southern California, 2250 Alcazar Street - CSA 207D, Los Angeles, CA, 90033, USA.
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Karamitopoulou E, Wenning AS, Acharjee A, Zlobec I, Aeschbacher P, Perren A, Gloor B. Spatially restricted tumour-associated and host-associated immune drivers correlate with the recurrence sites of pancreatic cancer. Gut 2023; 72:1523-1533. [PMID: 36792355 DOI: 10.1136/gutjnl-2022-329371] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 02/06/2023] [Indexed: 02/17/2023]
Abstract
OBJECTIVE Most patients with pancreatic ductal adenocarcinoma (PDAC) will experience recurrence after resection. Here, we investigate spatially organised immune determinants of PDAC recurrence. DESIGN PDACs (n=284; discovery cohort) were classified according to recurrence site as liver (n=93/33%), lung (n=49/17%), local (n=31/11%), peritoneal (n=38/13%) and no-recurrence (n=73/26%). Spatial compartments were identified by fluorescent imaging as: pancytokeratin (PanCK)+CD45- (tumour cells); CD45+PanCK- (leucocytes) and PanCK-CD45- (stromal cells), followed by transcriptomic (72 genes) and proteomic analysis (51 proteins) for immune pathway targets. Results from next-generation sequencing (n=194) were integrated. Finally, 10 tumours from each group underwent immunophenotypic analysis by multiplex immunofluorescence. A validation cohort (n=109) was examined in parallel. RESULTS No-recurrent PDACs show high immunogenicity, adaptive immune responses and are rich in pro-inflammatory chemokines, granzyme B and alpha-smooth muscle actin+ fibroblasts. PDACs with liver and/or peritoneal recurrences display low immunogenicity, stemness phenotype and innate immune responses, whereas those with peritoneal metastases are additionally rich in FAP+ fibroblasts. PDACs with local and/or lung recurrences display interferon-gamma signalling and mixed adaptive and innate immune responses, but with different leading immune cell population. Tumours with local recurrences overexpress dendritic cell markers whereas those with lung recurrences neutrophilic markers. Except the exclusive presence of RNF43 mutations in the no-recurrence group, no genetic differences were seen. The no-recurrence group exhibited the best, whereas liver and peritoneal recurrences the poorest prognosis. CONCLUSIONS Our findings demonstrate distinct inflammatory/stromal responses in each recurrence group, which might affect dissemination patterns and patient outcomes. These findings may help to inform personalised adjuvant/neoadjuvant and surveillance strategies in PDAC, including immunotherapeutic modalities.
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Affiliation(s)
- Eva Karamitopoulou
- Institute for Tissue Medicine and Pathology, University of Bern, Bern, Switzerland
| | - Anna Silvia Wenning
- Department of Visceral Surgery, Insel University Hospital, University of Bern, Bern, Switzerland
| | - Animesh Acharjee
- University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
| | - Inti Zlobec
- Institute for Tissue Medicine and Pathology, University of Bern, Bern, Switzerland
| | - Pauline Aeschbacher
- Department of Visceral Surgery, Insel University Hospital, University of Bern, Bern, Switzerland
| | - Aurel Perren
- Institute for Tissue Medicine and Pathology, University of Bern, Bern, Switzerland
| | - Beat Gloor
- Department of Visceral Surgery, Insel University Hospital, University of Bern, Bern, Switzerland
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Qin T, Li S, Henry LE, Chou E, Cavalcante RG, Garb BF, D'Silva NJ, Rozek LS, Sartor MA. Whole-genome CpG-resolution DNA Methylation Profiling of HNSCC Reveals Distinct Mechanisms of Carcinogenesis for Fine-scale HPV+ Cancer Subtypes. CANCER RESEARCH COMMUNICATIONS 2023; 3:1701-1715. [PMID: 37654626 PMCID: PMC10467604 DOI: 10.1158/2767-9764.crc-23-0009] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 05/24/2023] [Accepted: 07/28/2023] [Indexed: 09/02/2023]
Abstract
DNA methylation is a vital early step in carcinogenesis. Most findings of aberrant DNA methylation in head and neck squamous cell carcinomas (HNSCC) are array based with limited coverage and resolution, and mainly explored by human papillomavirus (HPV) status, ignoring the high heterogeneity of this disease. In this study, we performed whole-genome bisulfite sequencing on a well-studied HNSCC cohort (n = 36) and investigated the methylation changes between fine-scaled HNSCC subtypes in relation to genomic instability, repetitive elements, gene expression, and key carcinogenic pathways. The previously observed hypermethylation phenotype in HPV-positive (HPV+) tumors compared with HPV-negative tumors was robustly present in the immune-strong (IMU) HPV+ subtype but absent in the highly keratinized (KRT) HPV+ subtype. Methylation levels of IMU tumors were significantly higher in repetitive elements, and methylation showed a significant correlation with genomic stability, consistent with the IMU subtype having more genomic stability and better prognosis. Expression quantitative trait methylation (cis-eQTM) analysis revealed extensive functionally-relevant differences, and differential methylation pathway analysis recapitulated gene expression pathway differences between subtypes. Consistent with their characteristics, KRT and HPV-negative tumors had high regulatory potential for multiple regulators of keratinocyte differentiation, which positively correlated with an expression-based keratinization score. Together, our findings revealed distinct mechanisms of carcinogenesis between subtypes in HPV+ HNSCC and uncovered previously ignored epigenomic differences and clinical implications, illustrating the importance of fine-scale subtype analysis in cancer. Significance This study revealed that the previously observed hypermethylation of HPV(+) HNSCC is due solely to the IMU subtype, illustrating the importance of fine-scale subtype analysis in such a heterogeneous disease. Particularly, IMU has significantly higher methylation of transposable elements, which can be tested as a prognosis biomarker in future translational studies.
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Affiliation(s)
- Tingting Qin
- Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan
| | - Shiting Li
- Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan
| | - Leanne E. Henry
- Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan
| | - Elysia Chou
- Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan
| | - Raymond G. Cavalcante
- Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan
| | - Bailey F. Garb
- Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan
| | - Nisha J. D'Silva
- Department of Periodontics and Oral Medicine, School of Dentistry, University of Michigan, Ann Arbor, Michigan
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Laura S. Rozek
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Maureen A. Sartor
- Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan
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40
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Zezulin AU, Yen D, Ye D, Howell ED, Bresciani E, Diemer J, Ren JG, Ahmad MH, Castilla LH, Touw IP, Minn AJ, Tong W, Liu PP, Tan K, Yu W, Speck NA. RUNX1 is required in granulocyte-monocyte progenitors to attenuate inflammatory cytokine production by neutrophils. Genes Dev 2023; 37:605-620. [PMID: 37536952 PMCID: PMC10499021 DOI: 10.1101/gad.350418.123] [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: 01/09/2023] [Accepted: 07/07/2023] [Indexed: 08/05/2023]
Abstract
The transcription factor RUNX1 is mutated in familial platelet disorder with associated myeloid malignancy (FPDMM) and in sporadic myelodysplastic syndrome and leukemia. RUNX1 was shown to regulate inflammation in multiple cell types. Here we show that RUNX1 is required in granulocyte-monocyte progenitors (GMPs) to epigenetically repress two inflammatory signaling pathways in neutrophils: Toll-like receptor 4 (TLR4) and type I interferon (IFN) signaling. RUNX1 loss in GMPs augments neutrophils' inflammatory response to the TLR4 ligand lipopolysaccharide through increased expression of the TLR4 coreceptor CD14. RUNX1 binds Cd14 and other genes encoding proteins in the TLR4 and type I IFN signaling pathways whose chromatin accessibility increases when RUNX1 is deleted. Transcription factor footprints for the effectors of type I IFN signaling-the signal transducer and activator of transcription (STAT1::STAT2) and interferon regulatory factors (IRFs)-were enriched in chromatin that gained accessibility in both GMPs and neutrophils when RUNX1 was lost. STAT1::STAT2 and IRF motifs were also enriched in the chromatin of retrotransposons that were derepressed in RUNX1-deficient GMPs and neutrophils. We conclude that a major direct effect of RUNX1 loss in GMPs is the derepression of type I IFN and TLR4 signaling, resulting in a state of fixed maladaptive innate immunity.
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Affiliation(s)
- Alexandra U Zezulin
- Department of Cell and Developmental Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Daniel Yen
- Department of Cell and Developmental Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Darwin Ye
- Department of Radiation Oncology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Elizabeth D Howell
- Department of Cell and Developmental Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Erica Bresciani
- Oncogenesis and Development Section, Division of Intramural Research, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Jamie Diemer
- Oncogenesis and Development Section, Division of Intramural Research, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Jian-Gang Ren
- Department of Pediatrics, Children's Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Mohd Hafiz Ahmad
- Department of Molecular, Cell, and Cancer Biology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Lucio H Castilla
- Department of Molecular, Cell, and Cancer Biology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Ivo P Touw
- Department of Hematology, Erasmus Medical College, Rotterdam 3015CN, the Netherlands
| | - Andy J Minn
- Department of Radiation Oncology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Wei Tong
- Department of Pediatrics, Children's Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - P Paul Liu
- Oncogenesis and Development Section, Division of Intramural Research, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Kai Tan
- Department of Pediatrics, Children's Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
- Division of Oncology and Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA
| | - Wenbao Yu
- Department of Pediatrics, Children's Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA;
- Division of Oncology and Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA
| | - Nancy A Speck
- Department of Cell and Developmental Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA;
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Abstract
Our defenses against infection rely on the ability of the immune system to distinguish invading pathogens from self. This task is exceptionally challenging, if not seemingly impossible, in the case of retroviruses that have integrated almost seamlessly into the host. This review examines the limits of innate and adaptive immune responses elicited by endogenous retroviruses and other retroelements, the targets of immune recognition, and the consequences for host health and disease. Contrary to theoretical expectation, endogenous retroelements retain substantial immunogenicity, which manifests most profoundly when their epigenetic repression is compromised, contributing to autoinflammatory and autoimmune disease and age-related inflammation. Nevertheless, recent evidence suggests that regulated immune reactivity to endogenous retroelements is integral to immune system development and function, underpinning cancer immunosurveillance, resistance to infection, and responses to the microbiota. Elucidation of the interaction points with endogenous retroelements will therefore deepen our understanding of immune system function and contribution to disease.
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Affiliation(s)
- George Kassiotis
- Retroviral Immunology Laboratory, The Francis Crick Institute, London, United Kingdom;
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, United Kingdom
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42
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Halbrook CJ, Lyssiotis CA, Pasca di Magliano M, Maitra A. Pancreatic cancer: Advances and challenges. Cell 2023; 186:1729-1754. [PMID: 37059070 PMCID: PMC10182830 DOI: 10.1016/j.cell.2023.02.014] [Citation(s) in RCA: 479] [Impact Index Per Article: 239.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 01/17/2023] [Accepted: 02/08/2023] [Indexed: 04/16/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains one of the deadliest cancers. Significant efforts have largely defined major genetic factors driving PDAC pathogenesis and progression. Pancreatic tumors are characterized by a complex microenvironment that orchestrates metabolic alterations and supports a milieu of interactions among various cell types within this niche. In this review, we highlight the foundational studies that have driven our understanding of these processes. We further discuss the recent technological advances that continue to expand our understanding of PDAC complexity. We posit that the clinical translation of these research endeavors will enhance the currently dismal survival rate of this recalcitrant disease.
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Affiliation(s)
- Christopher J Halbrook
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA 92697, USA; Institute for Immunology, University of California, Irvine, Irvine, CA 92697, USA; Chao Family Comprehensive Cancer Center, University of California, Irvine, Orange, CA 92868, USA.
| | - Costas A Lyssiotis
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, MI 48109, USA; Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI 48109, USA; Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA.
| | - Marina Pasca di Magliano
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA; Department of Surgery, University of Michigan, Ann Arbor, MI 48109, USA; Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, MI 48109, USA.
| | - Anirban Maitra
- Department of Translational Molecular Pathology, Sheikh Ahmed Center for Pancreatic Cancer Research, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
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Liffers ST, Godfrey L, Frohn L, Haeberle L, Yavas A, Vesce R, Goering W, Opitz FV, Stoecklein N, Knoefel WT, Schlitter AM, Klöppel G, Espinet E, Trumpp A, Siveke JT, Esposito I. Molecular heterogeneity and commonalities in pancreatic cancer precursors with gastric and intestinal phenotype. Gut 2023; 72:522-534. [PMID: 35944927 PMCID: PMC9933174 DOI: 10.1136/gutjnl-2021-326550] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 07/31/2022] [Indexed: 12/16/2022]
Abstract
OBJECTIVE Due to the limited number of modifiable risk factors, secondary prevention strategies based on early diagnosis represent the preferred route to improve the prognosis of pancreatic ductal adenocarcinoma (PDAC). Here, we provide a comparative morphogenetic analysis of PDAC precursors aiming at dissecting the process of carcinogenesis and tackling the heterogeneity of preinvasive lesions. DESIGN Targeted and whole-genome low-coverage sequencing, genome-wide methylation and transcriptome analyses were applied on a final collective of 122 morphologically well-characterised low-grade and high-grade PDAC precursors, including intestinal and gastric intraductal papillary mucinous neoplasms (IPMN) and pancreatic intraepithelial neoplasias (PanIN). RESULTS Epigenetic regulation of mucin genes determines the phenotype of PDAC precursors. PanIN and gastric IPMN display a ductal molecular profile and numerous similarly regulated pathways, including the Notch pathway, but can be distinguished by recurrent deletions and differential methylation and, in part, by the expression of mucin-like 3. Intestinal IPMN are clearly distinct lesions at the molecular level with a more instable genotype and are possibly related to a different ductal cell compartment. CONCLUSIONS PDAC precursors with gastric and intestinal phenotype are heterogeneous in terms of morphology, genetic and epigenetic profile. This heterogeneity is related to a different cell identity and, possibly, to a different aetiology.
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Affiliation(s)
- Sven-Thorsten Liffers
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, Essen, Germany
- Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, partner site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Laura Godfrey
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, Essen, Germany
- Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, partner site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Lisa Frohn
- Institute of Pathology, Heinrich-Heine University and University Hospital of Dusseldorf, Dusseldorf, Germany
| | - Lena Haeberle
- Institute of Pathology, Heinrich-Heine University and University Hospital of Dusseldorf, Dusseldorf, Germany
| | - Aslihan Yavas
- Institute of Pathology, Heinrich-Heine University and University Hospital of Dusseldorf, Dusseldorf, Germany
| | - Rita Vesce
- Institute of Pathology, Heinrich-Heine University and University Hospital of Dusseldorf, Dusseldorf, Germany
| | - Wolfgang Goering
- Institute of Pathology, Heinrich-Heine University and University Hospital of Dusseldorf, Dusseldorf, Germany
| | - Friederike V Opitz
- Institute of Pathology, Heinrich-Heine University and University Hospital of Dusseldorf, Dusseldorf, Germany
| | - Nickolas Stoecklein
- Department of General, Visceral and Pediatric Surgery, Heinrich-Heine-University and University Hospital of Dusseldorf, Dusseldorf, Germany
| | - Wolfram Trudo Knoefel
- Department of General, Visceral and Pediatric Surgery, Heinrich-Heine-University and University Hospital of Dusseldorf, Dusseldorf, Germany
| | | | - Guenter Klöppel
- Institute of Pathology, Technische Universitaet Muenchen, Munich, Germany
| | - Elisa Espinet
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine GmbH, Heidelberg, Germany
- Division of Stem Cells and Cancer, German Cancer Research Centre and DKFZ-ZMBH Alliance, Heidelberg, Germany
- German Cancer Consortium, (DKTK), Heidelberg, Germany
| | - Andreas Trumpp
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine GmbH, Heidelberg, Germany
- Division of Stem Cells and Cancer, German Cancer Research Centre and DKFZ-ZMBH Alliance, Heidelberg, Germany
- German Cancer Consortium, (DKTK), Heidelberg, Germany
| | - Jens T Siveke
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, Essen, Germany
- Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK, partner site Essen) and German Cancer Research Center, DKFZ, Heidelberg, Germany
| | - Irene Esposito
- Institute of Pathology, Heinrich-Heine University and University Hospital of Dusseldorf, Dusseldorf, Germany
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Zezulin AU, Ye D, Howell E, Yen D, Bresciani E, Diemer J, Ren JG, Ahmad MH, Castilla LH, Touw IP, Minn AJ, Tong W, Liu PP, Tan K, Yu W, Speck NA. RUNX1 is required in granulocyte-monocyte progenitors to attenuate inflammatory cytokine production by neutrophils. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.27.525911. [PMID: 36747636 PMCID: PMC9900925 DOI: 10.1101/2023.01.27.525911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
The transcription factor RUNX1 is mutated in familial platelet disorder with associated myeloid malignancies (FPDMM) and in sporadic myelodysplastic syndrome and leukemia. RUNX1 regulates inflammation in multiple cell types. Here we show that RUNX1 is required in granulocyte-monocyte progenitors (GMPs) to restrict the inflammatory response of neutrophils to toll-like receptor 4 (TLR4) signaling. Loss of RUNX1 in GMPs increased the TLR4 coreceptor CD14 on neutrophils, which contributed to neutrophils’ increased inflammatory cytokine production in response to the TLR4 ligand lipopolysaccharide. RUNX1 loss increased the chromatin accessibility of retrotransposons in GMPs and neutrophils and induced a type I interferon signature characterized by enriched footprints for signal transducer and activator of transcription (STAT1::STAT2) and interferon regulatory factors (IRF) in opened chromatin, and increased expression of interferon-stimulated genes. The overproduction of inflammatory cytokines by neutrophils was reversed by inhibitors of type I IFN signaling. We conclude that RUNX1 restrains the chromatin accessibility of retrotransposons in GMPs and neutrophils, and that loss of RUNX1 increases proinflammatory cytokine production by elevating tonic type I interferon signaling.
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Enukashvily NI, Ponomartsev NV, Ketkar A, Suezov R, Chubar AV, Prjibelski AD, Shafranskaya DD, Elmshäuser S, Keber CU, Stefanova VN, Akopov AL, Klingmüller U, Pfefferle PI, Stiewe T, Lauth M, Brichkina AI. Pericentromeric satellite lncRNAs are induced in cancer-associated fibroblasts and regulate their functions in lung tumorigenesis. Cell Death Dis 2023; 14:19. [PMID: 36635266 PMCID: PMC9837065 DOI: 10.1038/s41419-023-05553-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 12/21/2022] [Accepted: 01/03/2023] [Indexed: 01/14/2023]
Abstract
The abnormal tumor microenvironment (TME) often dictates the therapeutic response of cancer to chemo- and immuno-therapy. Aberrant expression of pericentromeric satellite repeats has been reported for epithelial cancers, including lung cancer. However, the transcription of tandemly repetitive elements in stromal cells of the TME has been unappreciated, limiting the optimal use of satellite transcripts as biomarkers or anti-cancer targets. We found that transcription of pericentromeric satellite DNA (satDNA) in mouse and human lung adenocarcinoma was observed in cancer-associated fibroblasts (CAFs). In vivo, lung fibroblasts expressed pericentromeric satellite repeats HS2/HS3 specifically in tumors. In vitro, transcription of satDNA was induced in lung fibroblasts in response to TGFβ, IL1α, matrix stiffness, direct contact with tumor cells and treatment with chemotherapeutic drugs. Single-cell transcriptome analysis of human lung adenocarcinoma confirmed that CAFs were the cell type with the highest number of satellite transcripts. Human HS2/HS3 pericentromeric transcripts were detected in the nucleus, cytoplasm, extracellularly and co-localized with extracellular vesicles in situ in human biopsies and activated fibroblasts in vitro. The transcripts were transmitted into recipient cells and entered their nuclei. Knock-down of satellite transcripts in human lung fibroblasts attenuated cellular senescence and blocked the formation of an inflammatory CAFs phenotype which resulted in the inhibition of their pro-tumorigenic functions. In sum, our data suggest that satellite long non-coding (lnc) RNAs are induced in CAFs, regulate expression of inflammatory genes and can be secreted from the cells, which potentially might present a new element of cell-cell communication in the TME.
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Affiliation(s)
| | - Nikita V Ponomartsev
- Institute of Cytology, Russian Academy of Sciences, 194064, St.-Petersburg, Russia
- Institute of Molecular and Cell Biology, A*STAR, 138673, Singapore, Singapore
| | - Avanee Ketkar
- Philipps University of Marburg, Department of Gastroenterology, Center for Tumor- and Immune Biology, 35043, Marburg, Germany
- Philipps University of Marburg, Institute of Molecular Oncology, 35043, Marburg, Germany
- Member of the German Center for Lung Research (DZL), Philipps University of Marburg, Marburg, Germany
| | - Roman Suezov
- Philipps University of Marburg, Department of Gastroenterology, Center for Tumor- and Immune Biology, 35043, Marburg, Germany
- Member of the German Center for Lung Research (DZL), Philipps University of Marburg, Marburg, Germany
| | - Anna V Chubar
- Institute of Cytology, Russian Academy of Sciences, 194064, St.-Petersburg, Russia
| | - Andrey D Prjibelski
- Center for Algorithmic Biotechnology, St.-Petersburg State University, 199034, St.-Petersburg, Russia
| | - Daria D Shafranskaya
- Center for Algorithmic Biotechnology, St.-Petersburg State University, 199034, St.-Petersburg, Russia
| | - Sabrina Elmshäuser
- Philipps University of Marburg, Institute of Molecular Oncology, 35043, Marburg, Germany
- Member of the German Center for Lung Research (DZL), Philipps University of Marburg, Marburg, Germany
| | - Corinna U Keber
- Member of the German Center for Lung Research (DZL), Philipps University of Marburg, Marburg, Germany
- Philipps University of Marburg, Institute of Pathology, 35043, Marburg, Germany
| | - Vera N Stefanova
- Institute of Cytology, Russian Academy of Sciences, 194064, St.-Petersburg, Russia
| | - Andrey L Akopov
- Pavlov First State Medical University, 197022, St.-Petersburg, Russia
| | - Ursula Klingmüller
- Member of the German Center for Lung Research (DZL), Philipps University of Marburg, Marburg, Germany
- German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Petra I Pfefferle
- Member of the German Center for Lung Research (DZL), Philipps University of Marburg, Marburg, Germany
- Philipps University of Marburg, Comprehensive Biobank Marburg CBBMR, 35043, Marburg, Germany
| | - Thorsten Stiewe
- Philipps University of Marburg, Institute of Molecular Oncology, 35043, Marburg, Germany
- Member of the German Center for Lung Research (DZL), Philipps University of Marburg, Marburg, Germany
| | - Matthias Lauth
- Philipps University of Marburg, Department of Gastroenterology, Center for Tumor- and Immune Biology, 35043, Marburg, Germany
| | - Anna I Brichkina
- Philipps University of Marburg, Department of Gastroenterology, Center for Tumor- and Immune Biology, 35043, Marburg, Germany.
- Philipps University of Marburg, Institute of Molecular Oncology, 35043, Marburg, Germany.
- Member of the German Center for Lung Research (DZL), Philipps University of Marburg, Marburg, Germany.
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Alfarano G, Audano M, Di Chiaro P, Balestrieri C, Milan M, Polletti S, Spaggiari P, Zerbi A, Diaferia GR, Mitro N, Natoli G. Interferon regulatory factor 1 (IRF1) controls the metabolic programmes of low-grade pancreatic cancer cells. Gut 2023; 72:109-128. [PMID: 35568393 DOI: 10.1136/gutjnl-2021-325811] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 04/29/2022] [Indexed: 02/04/2023]
Abstract
OBJECTIVE Pancreatic ductal adenocarcinomas (PDACs) include heterogeneous mixtures of low-grade cells forming pseudoglandular structures and compact nests of high-grade cells organised in non-glandular patterns. We previously reported that low-grade PDAC cells display high expression of interferon regulatory factor 1 (IRF1), a pivotal transcription factor of the interferon (IFN) system, suggesting grade-specific, cell-intrinsic activation of IFN responses. Here, we set out to determine the molecular bases and the functional impact of the activation of IFN-regulated responses in human PDACs. DESIGN We first confirmed the correlation between glandular differentiation and molecular subtypes of PDAC on the one hand, and the expression of IRF1 and IFN-stimulated genes on the other. We next used unbiased omics approaches to systematically analyse basal and IFN-regulated responses in low-grade and high-grade PDAC cells, as well as the impact of IRF1 on gene expression programmes and metabolic profiles of PDAC cells. RESULTS High-level expression of IRF1 in low-grade PDAC cells was controlled by endodermal lineage-determining transcription factors. IRF1-regulated gene expression equipped low-grade PDAC cells with distinctive properties related to antigen presentation and processing as well as responsiveness to IFN stimulation. Notably, IRF1 also controlled the characteristic metabolic profile of low-grade PDAC cells, suppressing both mitochondrial respiration and fatty acid synthesis, which may in part explain its growth-inhibiting activity. CONCLUSION IRF1 links endodermal differentiation to the expression of genes controlling antigen presentation and processing as well as to the specification of the metabolic profile characteristic of classical PDAC cells.
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Affiliation(s)
- Gabriele Alfarano
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Matteo Audano
- Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di Milano, Milan, Italy
| | - Pierluigi Di Chiaro
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Chiara Balestrieri
- Center for Omics Sciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Marta Milan
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Sara Polletti
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Paola Spaggiari
- Department of Pathology, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Alessandro Zerbi
- Pancreatic Surgery Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
- Humanitas University, Pieve Emanuele (Milano), Italy
| | | | - Nico Mitro
- Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di Milano, Milan, Italy
| | - Gioacchino Natoli
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
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47
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Cheon H, Wang Y, Wightman SM, Jackson MW, Stark GR. How cancer cells make and respond to interferon-I. Trends Cancer 2023; 9:83-92. [PMID: 36216730 PMCID: PMC9797472 DOI: 10.1016/j.trecan.2022.09.003] [Citation(s) in RCA: 76] [Impact Index Per Article: 38.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 09/06/2022] [Accepted: 09/12/2022] [Indexed: 11/07/2022]
Abstract
Acute exposure of cancer cells to high concentrations of type I interferon (IFN-I) drives growth arrest and apoptosis, whereas chronic exposure to low concentrations provides important prosurvival advantages. Tyrosine-phosphorylated IFN-stimulated gene (ISG) factor 3 (ISGF3) drives acute deleterious responses to IFN-I, whereas unphosphorylated (U-)ISGF3, lacking tyrosine phosphorylation, drives essential constitutive prosurvival mechanisms. Surprisingly, programmed cell death-ligand 1 (PD-L1), often expressed on the surfaces of tumor cells and well recognized for its importance in inactivating cytotoxic T cells, also has important cell-intrinsic protumor activities, including dampening acute responses to cytotoxic high levels of IFN-I and sustaining the expression of the low levels that benefit tumors. More thorough understanding of the newly recognized complex roles of IFN-I in cancer may lead to the identification of novel therapeutic strategies.
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Affiliation(s)
- HyeonJoo Cheon
- Department of Oncology, Wayne State University School of Medicine, Karmanos Cancer Institute, Detroit, MI, USA
| | - Yuxin Wang
- Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Samantha M. Wightman
- Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Mark W. Jackson
- Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - George R. Stark
- Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA,Correspondence: (G.R. Stark)
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48
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Corry SM, McCorry AM, Lannagan TR, Leonard NA, Fisher NC, Byrne RM, Tsantoulis P, Cortes-Lavaud X, Amirkhah R, Redmond KL, McCooey AJ, Malla SB, Rogan E, Sakhnevych S, Gillespie MA, White M, Richman SD, Jackstadt RF, Campbell AD, Maguire S, McDade SS, Longley DB, Loughrey MB, Coleman HG, Kerr EM, Tejpar S, Maughan T, Leedham SJ, Small DM, Ryan AE, Sansom OJ, Lawler M, Dunne PD. Activation of innate-adaptive immune machinery by poly(I:C) exposes a therapeutic vulnerability to prevent relapse in stroma-rich colon cancer. Gut 2022; 71:2502-2517. [PMID: 35477539 PMCID: PMC9664095 DOI: 10.1136/gutjnl-2021-326183] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 03/12/2022] [Indexed: 12/08/2022]
Abstract
OBJECTIVE Stroma-rich tumours represent a poor prognostic subtype in stage II/III colon cancer (CC), with high relapse rates and limited response to standard adjuvant chemotherapy. DESIGN To address the lack of efficacious therapeutic options for patients with stroma-rich CC, we stratified our human tumour cohorts according to stromal content, enabling identification of the biology underpinning relapse and potential therapeutic vulnerabilities specifically within stroma-rich tumours that could be exploited clinically. Following human tumour-based discovery and independent clinical validation, we use a series of in vitro and stroma-rich in vivo models to test and validate the therapeutic potential of elevating the biology associated with reduced relapse in human tumours. RESULTS By performing our analyses specifically within the stroma-rich/high-fibroblast (HiFi) subtype of CC, we identify and validate the clinical value of a HiFi-specific prognostic signature (HPS), which stratifies tumours based on STAT1-related signalling (High-HPS v Low-HPS=HR 0.093, CI 0.019 to 0.466). Using in silico, in vitro and in vivo models, we demonstrate that the HPS is associated with antigen processing and presentation within discrete immune lineages in stroma-rich CC, downstream of double-stranded RNA and viral response signalling. Treatment with the TLR3 agonist poly(I:C) elevated the HPS signalling and antigen processing phenotype across in vitro and in vivo models. In an in vivo model of stroma-rich CC, poly(I:C) treatment significantly increased systemic cytotoxic T cell activity (p<0.05) and reduced liver metastases (p<0.0002). CONCLUSION This study reveals new biological insight that offers a novel therapeutic option to reduce relapse rates in patients with the worst prognosis CC.
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Affiliation(s)
- Shania M Corry
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Amy Mb McCorry
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | | | - Niamh A Leonard
- Lambe Institute for Translational Research, College of Medicine Nursing and Health Sciences, National University of Ireland, Galway, Ireland
- Discipline of Pharmacology & Therapeutics, School of Medicine, National University of Ireland, Galway, Ireland
| | - Natalie C Fisher
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Ryan M Byrne
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | | | | | - Raheleh Amirkhah
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Keara L Redmond
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Aoife J McCooey
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Sudhir B Malla
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Emily Rogan
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Svetlana Sakhnevych
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Michael A Gillespie
- Cancer Research UK, Beatson Institute for Cancer Research, Glasgow, UK
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Mark White
- Cancer Research UK, Beatson Institute for Cancer Research, Glasgow, UK
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Susan D Richman
- Leeds Institute of Medical Research, University of Leeds, Leeds, UK
| | - Rene-Filip Jackstadt
- Cancer Research UK, Beatson Institute for Cancer Research, Glasgow, UK
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH) and Cancer Progression and Metastasis Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Andrew D Campbell
- Cancer Research UK, Beatson Institute for Cancer Research, Glasgow, UK
| | - Sarah Maguire
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Simon S McDade
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Daniel B Longley
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Maurice B Loughrey
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
- Cellular Pathology, Belfast Health and Social Care Trust, Belfast, UK
- Centre for Public Health, Queens University Belfast, Belfast, UK
| | - Helen G Coleman
- Centre for Public Health, Queens University Belfast, Belfast, UK
| | - Emma M Kerr
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Sabine Tejpar
- Digestive Oncology Unit, University Ospital Gasthuisberg, Leuven, Belgium
| | | | - Simon J Leedham
- Wellcome Trust Centre Human Genetics, University of Oxford, Oxford, UK
| | - Donna M Small
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Aideen E Ryan
- Lambe Institute for Translational Research, College of Medicine Nursing and Health Sciences, National University of Ireland, Galway, Ireland
- Discipline of Pharmacology & Therapeutics, School of Medicine, National University of Ireland, Galway, Ireland
| | - Owen J Sansom
- Cancer Research UK, Beatson Institute for Cancer Research, Glasgow, UK
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Mark Lawler
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
| | - Philip D Dunne
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
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Dumetier B, Sauter C, Hajmirza A, Pernon B, Aucagne R, Fournier C, Row C, Guidez F, Rossi C, Lepage C, Delva L, Callanan MB. Repeat Element Activation-Driven Inflammation: Role of NFκB and Implications in Normal Development and Cancer? Biomedicines 2022; 10:biomedicines10123101. [PMID: 36551854 PMCID: PMC9775655 DOI: 10.3390/biomedicines10123101] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 11/14/2022] [Accepted: 11/23/2022] [Indexed: 12/04/2022] Open
Abstract
The human genome is composed of unique DNA sequences that encode proteins and unique sequence noncoding RNAs that are essential for normal development and cellular differentiation. The human genome also contains over 50% of genome sequences that are repeat in nature (tandem and interspersed repeats) that are now known to contribute dynamically to genetic diversity in populations, to be transcriptionally active under certain physiological conditions, and to be aberrantly active in disease states including cancer, where consequences are pleiotropic with impact on cancer cell phenotypes and on the tumor immune microenvironment. Repeat element-derived RNAs play unique roles in exogenous and endogenous cell signaling under normal and disease conditions. A key component of repeat element-derived transcript-dependent signaling occurs via triggering of innate immune receptor signaling that then feeds forward to inflammatory responses through interferon and NFκB signaling. It has recently been shown that cancer cells display abnormal transcriptional activity of repeat elements and that this is linked to either aggressive disease and treatment failure or to improved prognosis/treatment response, depending on cell context and the amplitude of the so-called 'viral mimicry' response that is engaged. 'Viral mimicry' refers to a cellular state of active antiviral response triggered by endogenous nucleic acids often derived from aberrantly transcribed endogenous retrotransposons and other repeat elements. In this paper, the literature regarding transcriptional activation of repeat elements and engagement of inflammatory signaling in normal (focusing on hematopoiesis) and cancer is reviewed with an emphasis on the role of innate immune receptor signaling, in particular by dsRNA receptors of the RIG-1 like receptor family and interferons/NFκB. How repeat element-derived RNA reprograms cell identity through RNA-guided chromatin state modulation is also discussed.
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Affiliation(s)
- Baptiste Dumetier
- Faculty of Medicine, INSERM1231, University of Burgundy, 21000 Dijon, France
- Correspondence: (B.D.); (M.B.C.)
| | - Camille Sauter
- Faculty of Medicine, INSERM1231, University of Burgundy, 21000 Dijon, France
| | - Azadeh Hajmirza
- Institute for Research in Immunology and Cancer, Montreal, QC H3C 3J7, Canada
| | - Baptiste Pernon
- Faculty of Medicine, INSERM1231, University of Burgundy, 21000 Dijon, France
| | - Romain Aucagne
- Faculty of Medicine, INSERM1231, University of Burgundy, 21000 Dijon, France
- Unit for Innovation in Genetics and Epigenetics in Oncology, Dijon University Hospital, 21000 Dijon, France
- CRIGEN, Crispr-Functional Genomics, Dijon University Hospital and University of Burgundy, 21000 Dijon, France
| | - Cyril Fournier
- Faculty of Medicine, INSERM1231, University of Burgundy, 21000 Dijon, France
- Unit for Innovation in Genetics and Epigenetics in Oncology, Dijon University Hospital, 21000 Dijon, France
| | - Céline Row
- Faculty of Medicine, INSERM1231, University of Burgundy, 21000 Dijon, France
- Unit for Innovation in Genetics and Epigenetics in Oncology, Dijon University Hospital, 21000 Dijon, France
| | - Fabien Guidez
- Faculty of Medicine, INSERM1231, University of Burgundy, 21000 Dijon, France
| | - Cédric Rossi
- School of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Côme Lepage
- Faculty of Medicine, INSERM1231, University of Burgundy, 21000 Dijon, France
| | - Laurent Delva
- Faculty of Medicine, INSERM1231, University of Burgundy, 21000 Dijon, France
| | - Mary B. Callanan
- Faculty of Medicine, INSERM1231, University of Burgundy, 21000 Dijon, France
- Unit for Innovation in Genetics and Epigenetics in Oncology, Dijon University Hospital, 21000 Dijon, France
- CRIGEN, Crispr-Functional Genomics, Dijon University Hospital and University of Burgundy, 21000 Dijon, France
- Correspondence: (B.D.); (M.B.C.)
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50
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Espinet E, Klein L, Puré E, Singh SK. Mechanisms of PDAC subtype heterogeneity and therapy response. Trends Cancer 2022; 8:1060-1071. [PMID: 36117109 DOI: 10.1016/j.trecan.2022.08.005] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 08/11/2022] [Accepted: 08/22/2022] [Indexed: 12/24/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is clinically challenging due to late diagnosis and resistance to therapy. Two major PDAC subtypes have been defined based on malignant epithelial cell gene expression profiles; the basal-like/squamous subtype is associated with a worse prognosis and therapeutic resistance as opposed to the classical subtype. Subtype specification is not binary, consistent with plasticity of malignant cell phenotype. PDAC heterogeneity and plasticity reflect partly malignant cell-intrinsic transcriptional and epigenetic regulation. However, the stromal and immune compartments of the tumor microenvironment (TME) also determine disease progression and therapy response. It is evident that integration of intrinsic and extrinsic factors can dictate subtype heterogeneity, and thus, delineating the pathways involved can help to reprogram PDAC towards a classical/druggable subtype.
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Affiliation(s)
- Elisa Espinet
- Department of Pathology and Experimental Therapy, School of Medicine, University of Barcelona (UB), L'Hospitalet de Llobregat, Barcelona, Spain; Molecular Mechanisms and Experimental Therapy in Oncology Program (Oncobell), Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Lukas Klein
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Germany
| | - Ellen Puré
- Department of Biomedical Sciences, University of Pennsylvania, Philadelphia, PA, USA
| | - Shiv K Singh
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Germany; Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, Göttingen, Germany.
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