1
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Manoukian P, Kuhnen LC, van Laarhoven HWM, Bijlsma MF. Association of epigenetic landscapes with heterogeneity and plasticity in pancreatic cancer. Crit Rev Oncol Hematol 2025; 206:104573. [PMID: 39581245 DOI: 10.1016/j.critrevonc.2024.104573] [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: 07/22/2024] [Revised: 11/13/2024] [Accepted: 11/17/2024] [Indexed: 11/26/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) has a poor prognosis. Due to a lack of clear symptoms, patients often present with advanced disease, with limited clinical intervention options. The high mortality rate of PDAC is, however, also a result of several other factors that include a high degree of heterogeneity and treatment resistant cellular phenotypes. Molecular subtypes of PDAC have been identified that are thought to represent cellular phenotypes at the tissue level. The epigenetic landscape is an important factor that dictates these subtypes. Permissive epigenetic landscapes serve as drivers of molecular heterogeneity and cellular plasticity in developing crypts as well as metaplastic lesions. Drawing parallels with other cancers, we hypothesize that epigenetic permissiveness is a potential driver of cellular plasticity in PDAC. In this review will explore the epigenetic alterations that underlie PDAC cell states and relate them to cellular plasticity from other contexts. In doing so, we aim to highlight epigenomic drivers of PDAC heterogeneity and plasticity and, with that, offer some insight to guide pre-clinical research.
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Affiliation(s)
- Paul Manoukian
- Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory of Experimental Oncology and Radiobiology, Amsterdam, the Netherlands; Cancer Center Amsterdam, Cancer Biology, Amsterdam, the Netherlands.
| | - Leo C Kuhnen
- Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory of Experimental Oncology and Radiobiology, Amsterdam, the Netherlands
| | - Hanneke W M van Laarhoven
- Cancer Center Amsterdam, Cancer Biology, Amsterdam, the Netherlands; Amsterdam UMC location University of Amsterdam, Department of Medical Oncology, Amsterdam, the Netherlands
| | - Maarten F Bijlsma
- Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory of Experimental Oncology and Radiobiology, Amsterdam, the Netherlands; Cancer Center Amsterdam, Cancer Biology, Amsterdam, the Netherlands
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2
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Veghini L, Pasini D, Fang R, Delfino P, Filippini D, Neander C, Vicentini C, Fiorini E, Lupo F, D'Agosto SL, Carbone C, Agostini A, Piro G, Rosa D, Bevere M, Markus P, Behrens D, Luchini C, Lawlor RT, Scarpa A, Biffi G, Cheung PF, Siveke JT, Corbo V. Differential activity of MAPK signalling defines fibroblast subtypes in pancreatic cancer. Nat Commun 2024; 15:10534. [PMID: 39627211 PMCID: PMC11615044 DOI: 10.1038/s41467-024-54975-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 11/26/2024] [Indexed: 12/06/2024] Open
Abstract
Fibroblast heterogeneity is increasingly recognised across cancer conditions. Given their important contribution to disease progression, mapping fibroblasts' heterogeneity is critical to devise effective anti-cancer therapies. Cancer-associated fibroblasts (CAFs) represent the most abundant cell population in pancreatic ductal adenocarcinoma (PDAC). Whether CAF phenotypes are differently specified by PDAC cell lineages remains to be elucidated. Here, we reveal an important role for the MAPK signalling pathway in defining PDAC CAF phenotypes. We show that epithelial MAPK activity promotes the myofibroblastic differentiation of CAFs by sustaining the expression and secretion of TGF-β1. We integrate single-cell profiling of post-perturbation transcriptional responses from mouse models with cellular and spatial profiles of human tissues to define a MAPKhigh CAF (mapCAF) phenotype. We show that this phenotype associates with basal-like tumour cells and reduced frequency of CD8+ T cells. In addition to elevated MAPK activity, this mapCAF phenotype is characterized by TGF-β signalling, hypoxia responsive signatures, and immunoregulatory gene programs. Furthermore, the mapCAF signature is enriched in myofibroblastic CAFs from various cancer conditions and correlates with reduced response to immune checkpoint inhibition in melanoma. Altogether, our data expand our knowledge on CAF phenotype heterogeneity and reveal a potential strategy for targeting myofibroblastic CAFs in vivo.
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Affiliation(s)
- Lisa Veghini
- Department of Engineering for Innovation Medicine, University of Verona, Verona, Italy
| | - Davide Pasini
- Department of Engineering for Innovation Medicine, University of Verona, Verona, Italy
| | - Rui Fang
- Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK), Partner Site Essen, A Partnership Between German Cancer Research Center (DKFZ) and University Hospital Essen, Essen, Germany
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Pietro Delfino
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
- Department of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Dea Filippini
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Christian Neander
- Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK), Partner Site Essen, A Partnership Between German Cancer Research Center (DKFZ) and University Hospital Essen, Essen, Germany
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Caterina Vicentini
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Elena Fiorini
- Department of Engineering for Innovation Medicine, University of Verona, Verona, Italy
| | - Francesca Lupo
- Department of Engineering for Innovation Medicine, University of Verona, Verona, Italy
| | - Sabrina L D'Agosto
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
- Human Technopole, Milan, Italy
| | - Carmine Carbone
- Department of Medical and Surgical Sciences, Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Antonio Agostini
- Department of Medical and Surgical Sciences, Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Geny Piro
- Department of Medical and Surgical Sciences, Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Diego Rosa
- Department of Engineering for Innovation Medicine, University of Verona, Verona, Italy
| | - Michele Bevere
- ARC-Net Research Centre, University and Hospital Trust of Verona, Verona, Italy
| | - Peter Markus
- Department of General, Visceral, and Trauma Surgery, Elisabeth Hospital Essen, Essen, Germany
| | - Diana Behrens
- EPO-Experimental Pharmacology and Oncology GmbH, Berlin, Germany
| | - Claudio Luchini
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Rita T Lawlor
- Department of Engineering for Innovation Medicine, University of Verona, Verona, Italy
- ARC-Net Research Centre, University and Hospital Trust of Verona, Verona, Italy
| | - Aldo Scarpa
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
- ARC-Net Research Centre, University and Hospital Trust of Verona, Verona, Italy
| | - Giulia Biffi
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Phyllis F Cheung
- Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK), Partner Site Essen, A Partnership Between German Cancer Research Center (DKFZ) and University Hospital Essen, Essen, Germany
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
- Spatiotemporal Tumor Heterogeneity, DKTK, Partner Site Essen, A Partnership Between DKFZ and University Hospital Essen, Essen, Germany
| | - Jens T Siveke
- Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK), Partner Site Essen, A Partnership Between German Cancer Research Center (DKFZ) and University Hospital Essen, Essen, Germany
- Bridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Vincenzo Corbo
- Department of Engineering for Innovation Medicine, University of Verona, Verona, Italy.
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3
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Maia-Silva D, Cunniff PJ, Schier AC, Skopelitis D, Trousdell MC, Moresco P, Gao Y, Kechejian V, He XY, Sahin Y, Wan L, Alpsoy A, Liverpool J, Krainer AR, Egeblad M, Spector DL, Fearon DT, Dos Santos CO, Taatjes DJ, Vakoc CR. Interaction between MED12 and ΔNp63 activates basal identity in pancreatic ductal adenocarcinoma. Nat Genet 2024; 56:1377-1385. [PMID: 38886586 PMCID: PMC11438066 DOI: 10.1038/s41588-024-01790-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 05/07/2024] [Indexed: 06/20/2024]
Abstract
The presence of basal lineage characteristics signifies hyperaggressive human adenocarcinomas of the breast, bladder and pancreas. However, the biochemical mechanisms that maintain this aberrant cell state are poorly understood. Here we performed marker-based genetic screens in search of factors needed to maintain basal identity in pancreatic ductal adenocarcinoma (PDAC). This approach revealed MED12 as a powerful regulator of the basal cell state in this disease. Using biochemical reconstitution and epigenomics, we show that MED12 carries out this function by bridging the transcription factor ΔNp63, a known master regulator of the basal lineage, with the Mediator complex to activate lineage-specific enhancer elements. Consistent with this finding, the growth of basal-like PDAC is hypersensitive to MED12 loss when compared to PDAC cells lacking basal characteristics. Taken together, our genetic screens have revealed a biochemical interaction that sustains basal identity in human cancer, which could serve as a target for tumor lineage-directed therapeutics.
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Affiliation(s)
| | | | - Allison C Schier
- Department of Biochemistry, University of Colorado, Boulder, CO, USA
| | | | | | - Philip Moresco
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Yuan Gao
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | | | - Xue-Yan He
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Yunus Sahin
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Ledong Wan
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Aktan Alpsoy
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | | | | | - Mikala Egeblad
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | | | | | | | - Dylan J Taatjes
- Department of Biochemistry, University of Colorado, Boulder, CO, USA
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4
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Patel AS, Yanai I. A developmental constraint model of cancer cell states and tumor heterogeneity. Cell 2024; 187:2907-2918. [PMID: 38848676 PMCID: PMC11256907 DOI: 10.1016/j.cell.2024.04.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 12/29/2023] [Accepted: 04/24/2024] [Indexed: 06/09/2024]
Abstract
Cancer is a disease that stems from a fundamental liability inherent to multicellular life forms in which an individual cell is capable of reneging on the interests of the collective organism. Although cancer is commonly described as an evolutionary process, a less appreciated aspect of tumorigenesis may be the constraints imposed by the organism's developmental programs. Recent work from single-cell transcriptomic analyses across a range of cancer types has revealed the recurrence, plasticity, and co-option of distinct cellular states among cancer cell populations. Here, we note that across diverse cancer types, the observed cell states are proximate within the developmental hierarchy of the cell of origin. We thus posit a model by which cancer cell states are directly constrained by the organism's "developmental map." According to this model, a population of cancer cells traverses the developmental map, thereby generating a heterogeneous set of states whose interactions underpin emergent tumor behavior.
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Affiliation(s)
- Ayushi S Patel
- Institute for Systems Genetics, NYU Grossman School of Medicine, New York, NY, USA; Department of Biochemistry & Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY, USA; Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
| | - Itai Yanai
- Institute for Systems Genetics, NYU Grossman School of Medicine, New York, NY, USA; Department of Biochemistry & Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY, USA; Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA.
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5
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Abstract
Molecular abnormalities that shape human neoplasms dissociate their phenotypic landscape from that of the healthy counterpart. Through the lens of a microscope, tumour pathology optically captures such aberrations projected onto a tissue slide and has categorized human epithelial neoplasms into distinct histological subtypes based on the diverse morphogenetic and molecular programmes that they manifest. Tumour histology often reflects tumour aggressiveness, patient prognosis and therapeutic vulnerability, and thus has been used as a de facto diagnostic tool and for making clinical decisions. However, it remains elusive how the diverse histological subtypes arise and translate into pleiotropic biological phenotypes. Molecular analysis of clinical tumour tissues and their culture, including patient-derived organoids, and add-back genetic reconstruction of tumorigenic pathways using gene engineering in culture models and rodents further elucidated molecular mechanisms that underlie morphological variations. Such mechanisms include genetic mutations and epigenetic alterations in cellular identity codes that erode hard-wired morphological programmes and histologically digress tumours from the native tissues. Interestingly, tumours acquire the ability to grow independently of the niche-driven stem cell ecosystem along with these morphological alterations, providing a biological rationale for histological diversification during tumorigenesis. This Review comprehensively summarizes our current understanding of such plasticity in the histological and lineage commitment fostered cooperatively by molecular alterations and the tumour environment, and describes basic and clinical implications for future cancer therapy.
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Affiliation(s)
- Masayuki Fujii
- Department of Integrated Medicine and Biochemistry, Keio University School of Medicine, Tokyo, Japan.
| | - Shigeki Sekine
- Division of Pathology and Clinical Laboratories, National Cancer Center Hospital, Tokyo, Japan
| | - Toshiro Sato
- Department of Integrated Medicine and Biochemistry, Keio University School of Medicine, Tokyo, Japan.
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6
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Samanta A, Saha P, Johnson O, Bishayee A, Sinha D. Dysregulation of delta Np63 alpha in squamous cell carcinoma and its therapeutic targeting. Biochim Biophys Acta Rev Cancer 2024; 1879:189034. [PMID: 38040268 DOI: 10.1016/j.bbcan.2023.189034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 11/05/2023] [Accepted: 11/23/2023] [Indexed: 12/03/2023]
Abstract
The gene p63 has two isoforms -a full length transactivated isoform (TA) p63 and an amino-terminally truncated isoform, ∆Np63. DeltaNp63 alpha (∆Np63α) is the predominant splice variant of the isoform, ∆Np63 and is expressed in the basal layer of stratified epithelia. ∆Np63α that is normally essential for the epithelial lineage maintenance may be dysregulated in squamous cell carcinomas (SCCs). The pro-tumorigenic or antitumorigenic role of ∆Np63 is a highly contentious arena. ∆Np63α may act as a double-edged sword. It may either promote tumor progression, epithelial-mesenchymal transition, migration, chemoresistance, and immune-inflammatory responses, or inhibit the aforementioned phenomena depending upon cell type and tumor microenvironment. Several signaling pathways, transforming growth factor-β, Wnt and Notch, as well as epigenetic alterations involving microRNAs, and long noncoding RNAs are regulated by ∆Np63α. This review has attempted to provide an in-depth insight into the role of ∆Np63α in the development of SCCs during different stages of tumor formation and how it may be targeted for therapeutic implications.
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Affiliation(s)
- Anurima Samanta
- Department of Receptor Biology and Tumor Metastasis, Chittaranjan National Cancer Institute, Kolkata 700 026, West Bengal, India
| | - Priyanka Saha
- Department of Receptor Biology and Tumor Metastasis, Chittaranjan National Cancer Institute, Kolkata 700 026, West Bengal, India
| | - Olivia Johnson
- College of Osteopathic Medicine, Lake Erie College of Osteopathic Medicine, Bradenton, FL 34211, USA
| | - Anupam Bishayee
- College of Osteopathic Medicine, Lake Erie College of Osteopathic Medicine, Bradenton, FL 34211, USA.
| | - Dona Sinha
- Department of Receptor Biology and Tumor Metastasis, Chittaranjan National Cancer Institute, Kolkata 700 026, West Bengal, India.
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7
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Maia-Silva D, Schier AC, Skopelitis D, Kechejian V, Alpsoy A, Liverpool J, Taatjes DJ, Vakoc CR. Marker-based CRISPR screening reveals a MED12-p63 interaction that activates basal identity in pancreatic ductal adenocarcinoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.24.563848. [PMID: 37961243 PMCID: PMC10634811 DOI: 10.1101/2023.10.24.563848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
The presence of basal lineage characteristics signifies hyper-aggressive human adenocarcinomas of the breast, bladder, and pancreas. However, the biochemical mechanisms that maintain this aberrant cell state are poorly understood. Here we performed marker-based genetic screens in search of factors needed to maintain basal identity in pancreatic ductal adenocarcinoma (PDAC). This approach revealed MED12 as a powerful regulator of the basal cell state in this disease. Using biochemical reconstitution and epigenomics, we show that MED12 carries out this function by bridging the transcription factor p63, a known master regulator of the basal lineage, with the Mediator complex to activate lineage-specific enhancer elements. Consistent with this finding, the growth of basal-like PDAC is hypersensitive to MED12 loss when compared to classical PDAC. Taken together, our comprehensive genetic screens have revealed a biochemical interaction that sustains basal identity in human cancer, which could serve as a target for tumor lineage-directed therapeutics.
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Affiliation(s)
| | | | | | | | - Aktan Alpsoy
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
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8
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Martens S, Coolens K, Olsen C, Lefesvre P, Rooman I. Heterotopia of salivary gland tissue in the pancreas. Diagn Pathol 2023; 18:98. [PMID: 37649044 PMCID: PMC10466737 DOI: 10.1186/s13000-023-01385-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 08/20/2023] [Indexed: 09/01/2023] Open
Abstract
Heterotopia of the salivary gland occurs mainly in the head and neck region of the human body, rarely in regions such as the rectum, but has never been demonstrated in the pancreas. Within a screening effort of pancreatic samples for detecting ΔNp63 expression, we discovered two pancreatic samples from a 35-year-old male showing salivary gland heterotopia. Immunohistochemical stainings were done for markers of healthy and neoplastic salivary glands and showed expression of calponin, CD142 and KRT14 but not of S100p, GFAP or CD117. A PAS-staining and Alcian Blue staining showed the presence of acid mucins. These staining patterns were consistent with non-neoplastic submandibular gland tissue comprised of abundant seromucous glands, basal cells and myoepithelial cells, all features typically absent in the pancreas. Also, no pancreatic islets of Langerhans were detected. We show for the first time that salivary gland heterotopia can occur at the location of the pancreas.
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Affiliation(s)
- Sandrina Martens
- Laboratory of Medical and Molecular Oncology, Vrije Universiteit Brussel (VUB), Brussels, Belgium
- Department of Cardio and Organ Systems, Biomedical Research Institute, Hasselt University, Diepenbeek, Belgium
| | - Katarina Coolens
- Laboratory of Medical and Molecular Oncology, Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Catharina Olsen
- Brussels Interuniversity Genomics High Throughput Core (BRIGHTcore), VUB-ULB, Brussels, Belgium
- Clinical Sciences, Research Group Reproduction and Genetics, Centre for Medical Genetics, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
- Interuniversity Institute of Bioinformatics in Brussels (IB)2, VUB-ULB, Brussels, Belgium
| | | | - Ilse Rooman
- Laboratory of Medical and Molecular Oncology, Vrije Universiteit Brussel (VUB), Brussels, Belgium.
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9
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Gannoun L, De Schrevel C, Belle M, Dauguet N, Achouri Y, Loriot A, Vanderaa C, Cordi S, Dili A, Heremans Y, Rooman I, Leclercq IA, Jacquemin P, Gatto L, Lemaigre FP. Axon guidance genes control hepatic artery development. Development 2023; 150:dev201642. [PMID: 37497580 DOI: 10.1242/dev.201642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 07/19/2023] [Indexed: 07/28/2023]
Abstract
Earlier data on liver development demonstrated that morphogenesis of the bile duct, portal mesenchyme and hepatic artery is interdependent, yet how this interdependency is orchestrated remains unknown. Here, using 2D and 3D imaging, we first describe how portal mesenchymal cells become organised to form hepatic arteries. Next, we examined intercellular signalling active during portal area development and found that axon guidance genes are dynamically expressed in developing bile ducts and portal mesenchyme. Using tissue-specific gene inactivation in mice, we show that the repulsive guidance molecule BMP co-receptor A (RGMA)/neogenin (NEO1) receptor/ligand pair is dispensable for portal area development, but that deficient roundabout 2 (ROBO2)/SLIT2 signalling in the portal mesenchyme causes reduced maturation of the vascular smooth muscle cells that form the tunica media of the hepatic artery. This arterial anomaly does not impact liver function in homeostatic conditions, but is associated with significant tissular damage following partial hepatectomy. In conclusion, our work identifies new players in development of the liver vasculature in health and liver regeneration.
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Affiliation(s)
- Lila Gannoun
- de Duve Institute, Université Catholique de Louvain, Avenue Hippocrate 75, Brussels 1200, Belgium
| | - Catalina De Schrevel
- de Duve Institute, Université Catholique de Louvain, Avenue Hippocrate 75, Brussels 1200, Belgium
| | - Morgane Belle
- Sorbonne Université, INSERM, CNRS, Institut de la Vision, Department of Development, Rue Moreau 17, Paris 75012, France
| | - Nicolas Dauguet
- Flow cytometry CYTF platform, Université Catholique de Louvain, Brussels 1200, Belgium
| | - Younes Achouri
- Transgene Technology Platform TRSG, Université Catholique de Louvain, Brussels, Avenue Hippocrate 75, Belgium 1200
| | - Axelle Loriot
- de Duve Institute, Université Catholique de Louvain, Avenue Hippocrate 75, Brussels 1200, Belgium
| | - Christophe Vanderaa
- de Duve Institute, Université Catholique de Louvain, Avenue Hippocrate 75, Brussels 1200, Belgium
| | - Sabine Cordi
- de Duve Institute, Université Catholique de Louvain, Avenue Hippocrate 75, Brussels 1200, Belgium
| | - Alexandra Dili
- HPB Surgery Unit, Centre Hospitalier Universitaire UCL Namur, Site Mont-Godinne, Avenue du Dr. Thérasse 1, Yvoir 5530, Belgium
- Laboratory of Hepato-Gastroenterology, Institute of Experimental and Clinical Research, Université Catholique de Louvain, Avenue Mounier 53, Brussels 1200, Belgium
| | - Yves Heremans
- Visual & Spatial Tissue Analysis (VSTA) core facility, Vrije Universiteit Brussel, Laarbeeklaan 103, Brussels 1090, Belgium
| | - Ilse Rooman
- Laboratory of Medical and Molecular Oncology, Vrije Universiteit Brussel, Laarbeeklaan 103, Brussels 1090, Belgium
| | - Isabelle A Leclercq
- Laboratory of Hepato-Gastroenterology, Institute of Experimental and Clinical Research, Université Catholique de Louvain, Avenue Mounier 53, Brussels 1200, Belgium
| | - Patrick Jacquemin
- de Duve Institute, Université Catholique de Louvain, Avenue Hippocrate 75, Brussels 1200, Belgium
| | - Laurent Gatto
- de Duve Institute, Université Catholique de Louvain, Avenue Hippocrate 75, Brussels 1200, Belgium
| | - Frédéric P Lemaigre
- de Duve Institute, Université Catholique de Louvain, Avenue Hippocrate 75, Brussels 1200, Belgium
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10
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Medrano M, Allaoui W, Van Bulck M, Thys S, Makrini-Maleville L, Seuntjens E, De Vos WH, Valjent E, Gaszner B, Van Eeckhaut A, Smolders I, De Bundel D. Neuroanatomical characterization of the Nmu-Cre knock-in mice reveals an interconnected network of unique neuropeptidergic cells. Open Biol 2023; 13:220353. [PMID: 37311538 PMCID: PMC10264104 DOI: 10.1098/rsob.220353] [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: 11/30/2022] [Accepted: 05/10/2023] [Indexed: 06/15/2023] Open
Abstract
Neuromedin U (NMU) is an evolutionary conserved neuropeptide that has been implicated in multiple processes, such as circadian regulation, energy homeostasis, reward processing and stress coping. Although the central expression of NMU has been addressed previously, the lack of specific and sensitive tools has prevented a comprehensive characterization of NMU-expressing neurons in the brain. We have generated a knock-in mouse model constitutively expressing Cre recombinase under the Nmu promoter. We have validated the model using a multi-level approach based on quantitative reverse-transcription polymerase chain reactions, in situ hybridization, a reporter mouse line and an adenoviral vector driving Cre-dependent expression of a fluorescent protein. Using the Nmu-Cre mouse, we performed a complete characterization of NMU expression in adult mouse brain, unveiling a potential midline NMU modulatory circuit with the ventromedial hypothalamic nucleus (VMH) as a key node. Moreover, immunohistochemical analysis suggested that NMU neurons in the VMH mainly constitute a unique population of hypothalamic cells. Taken together, our results suggest that Cre expression in the Nmu-Cre mouse model largely reflects NMU expression in the adult mouse brain, without altering endogenous NMU expression. Thus, the Nmu-Cre mouse model is a powerful and sensitive tool to explore the role of NMU neurons in mice.
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Affiliation(s)
- Mireia Medrano
- Center for Neurosciences, Department of Pharmaceutical Chemistry, Drug Analysis and Drug Information, Research Group Experimental Pharmacology, Vrije Universiteit Brussel, 1090 Brussels, Belgium
| | - Wissal Allaoui
- Center for Neurosciences, Department of Pharmaceutical Chemistry, Drug Analysis and Drug Information, Research Group Experimental Pharmacology, Vrije Universiteit Brussel, 1090 Brussels, Belgium
| | - Mathias Van Bulck
- Laboratory of Medical and Molecular Oncology, Vrije Universiteit Brussel, 1090 Brussels, Belgium
| | - Sofie Thys
- Department of Veterinary Sciences, Laboratory of Cell Biology and Histology and Antwerp Centre for Advanced Microscopy (ACAM), University of Antwerp, 2610 Antwerp, Belgium
| | | | - Eve Seuntjens
- Department of Biology, Laboratory of Developmental Neurobiology, KU Leuven, 3000 Leuven, Belgium
| | - Winnok H. De Vos
- Department of Veterinary Sciences, Laboratory of Cell Biology and Histology and Antwerp Centre for Advanced Microscopy (ACAM), University of Antwerp, 2610 Antwerp, Belgium
- μNEURO Research Centre of Excellence, University of Antwerp, 2610 Antwerp, Belgium
- Antwerp Centre for Advanced Microscopy (ACAM), 2610 Wilrijk, Belgium
| | - Emmanuel Valjent
- IGF, Université de Montpellier, CNRS, Inserm, 34094 Montpellier, France
| | - Bálazs Gaszner
- Medical School, Research Group for Mood Disorders, Department of Anatomy and Centre for Neuroscience, University of Pécs, 7624 Pécs, Hungary
| | - Ann Van Eeckhaut
- Center for Neurosciences, Department of Pharmaceutical Chemistry, Drug Analysis and Drug Information, Research Group Experimental Pharmacology, Vrije Universiteit Brussel, 1090 Brussels, Belgium
| | - Ilse Smolders
- Center for Neurosciences, Department of Pharmaceutical Chemistry, Drug Analysis and Drug Information, Research Group Experimental Pharmacology, Vrije Universiteit Brussel, 1090 Brussels, Belgium
| | - Dimitri De Bundel
- Center for Neurosciences, Department of Pharmaceutical Chemistry, Drug Analysis and Drug Information, Research Group Experimental Pharmacology, Vrije Universiteit Brussel, 1090 Brussels, Belgium
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11
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Wisniewski L, Braak S, Klamer Z, Gao C, Shi C, Allen P, Haab BB. Heterogeneity of Glycan Biomarker Clusters as an Indicator of Recurrence in Pancreatic Cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.05.522607. [PMID: 36711795 PMCID: PMC9881915 DOI: 10.1101/2023.01.05.522607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Outcomes following tumor resection vary dramatically among patients with pancreatic cancer. A challenge in defining predictive biomarkers is to discern within the complex tumor tissue the specific subpopulations and relationships that drive recurrence. Multiplexed immunofluorescence is valuable for such studies when supplied with markers of relevant subpopulations and analysis methods to sort out the intra-tumor relationships that are informative of tumor behavior. We hypothesized that the glycan biomarkers CA19-9 and STRA, which detect separate subpopulations of cancer cells, define intra-tumoral features associated with recurrence. We probed this question using automated signal thresholding and spatial cluster analysis applied to the immunofluorescence images of the STRA and CA19-9 glycan biomarkers in whole-block tumor sections. The tumors (N = 22) displayed extreme diversity between them in the amounts of the glycans and in the levels of spatial clustering, but neither the amounts nor the clusters of the individual and combined glycans associated with recurrence. The combined glycans, however, marked divergent types of spatial clusters, alternatively only STRA, only CA19-9, or both. The co-occurrence of more than one cluster type within a tumor associated significantly with disease recurrence, in contrast to the independent occurrence of each type of cluster. In addition, intra-tumoral regions with heterogeneity in biomarker clusters spatially aligned with pathology-confirmed cancer cells, whereas regions with homogeneous biomarker clusters aligned with various non-cancer cells. Thus, the STRA and CA19-9 glycans are markers of distinct and co-occurring subpopulations of cancer cells that in combination are associated with recurrence. Furthermore, automated signal thresholding and spatial clustering provides a tool for quantifying intra-tumoral subpopulations that are informative of outcome.
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Wisniewski L, Braak S, Klamer Z, Gao C, Shi C, Allen P, Haab BB. Heterogeneity of glycan biomarker clusters as an indicator of recurrence in pancreatic cancer. Front Oncol 2023; 13:1135405. [PMID: 37124496 PMCID: PMC10130372 DOI: 10.3389/fonc.2023.1135405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Accepted: 03/17/2023] [Indexed: 05/02/2023] Open
Abstract
Introduction Outcomes following tumor resection vary dramatically among patients with pancreatic ductal adenocarcinoma (PDAC). A challenge in defining predictive biomarkers is to discern within the complex tumor tissue the specific subpopulations and relationships that drive recurrence. Multiplexed immunofluorescence is valuable for such studies when supplied with markers of relevant subpopulations and analysis methods to sort out the intra-tumor relationships that are informative of tumor behavior. We hypothesized that the glycan biomarkers CA19-9 and STRA, which detect separate subpopulations of cancer cells, define intra-tumoral features associated with recurrence. Methods We probed this question using automated signal thresholding and spatial cluster analysis applied to the immunofluorescence images of the STRA and CA19-9 glycan biomarkers in whole-block sections of PDAC tumors collected from curative resections. Results The tumors (N = 22) displayed extreme diversity between them in the amounts of the glycans and in the levels of spatial clustering, but neither the amounts nor the clusters of the individual and combined glycans associated with recurrence. The combined glycans, however, marked divergent types of spatial clusters, alternatively only STRA, only CA19-9, or both. The co-occurrence of more than one cluster type within a tumor associated significantly with disease recurrence, in contrast to the independent occurrence of each type of cluster. In addition, intra-tumoral regions with heterogeneity in biomarker clusters spatially aligned with pathology-confirmed cancer cells, whereas regions with homogeneous biomarker clusters aligned with various non-cancer cells. Conclusion Thus, the STRA and CA19-9 glycans are markers of distinct and co-occurring subpopulations of cancer cells that in combination are associated with recurrence. Furthermore, automated signal thresholding and spatial clustering provides a tool for quantifying intra-tumoral subpopulations that are informative of outcome.
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Affiliation(s)
- Luke Wisniewski
- Department of Cell Biology, Van Andel Institute, Grand Rapids, MI, United States
| | - Samuel Braak
- Department of Cell Biology, Van Andel Institute, Grand Rapids, MI, United States
| | - Zachary Klamer
- Department of Cell Biology, Van Andel Institute, Grand Rapids, MI, United States
| | - ChongFeng Gao
- Department of Cell Biology, Van Andel Institute, Grand Rapids, MI, United States
| | - Chanjuan Shi
- Department of Pathology, Duke University School of Medicine, Durham, NC, United States
| | - Peter Allen
- Department of Surgery, Duke University School of Medicine, Durham, NC, United States
| | - Brian B. Haab
- Department of Cell Biology, Van Andel Institute, Grand Rapids, MI, United States
- *Correspondence: Brian B. Haab,
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A Novel Three-Dimensional Imaging System Based on Polysaccharide Staining for Accurate Histopathological Diagnosis of Inflammatory Bowel Diseases. Cell Mol Gastroenterol Hepatol 2022; 14:905-924. [PMID: 35835392 PMCID: PMC9500441 DOI: 10.1016/j.jcmgh.2022.07.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 07/04/2022] [Accepted: 07/05/2022] [Indexed: 12/10/2022]
Abstract
BACKGROUND & AIMS Tissue-clearing and three-dimensional (3D) imaging techniques aid clinical histopathological evaluation; however, further methodological developments are required before use in clinical practice. METHODS We sought to develop a novel fluorescence staining method based on the classical periodic acid-Schiff stain. We further attempted to develop a 3D imaging system based on this staining method and evaluated whether the system can be used for quantitative 3D pathological evaluation and deep learning-based automatic diagnosis of inflammatory bowel diseases. RESULTS We successfully developed a novel periodic acid-FAM hydrazide (PAFhy) staining method for 3D imaging when combined with a tissue-clearing technique (PAFhy-3D). This strategy enabled clear and detailed imaging of the 3D architectures of crypts in human colorectal mucosa. PAFhy-3D imaging also revealed abnormal architectural changes in crypts in ulcerative colitis tissues and identified the distributions of neutrophils in cryptitis and crypt abscesses. PAFhy-3D revealed novel pathological findings including spiral staircase-like crypts specific to inflammatory bowel diseases. Quantitative analysis of crypts based on 3D morphologic changes enabled differential diagnosis of ulcerative colitis, Crohn's disease, and non-inflammatory bowel disease; such discrimination could not be achieved by pathologists. Furthermore, a deep learning-based system using PAFhy-3D images was used to distinguish these diseases The accuracies were excellent (macro-average area under the curve = 0.94; F1 scores = 0.875 for ulcerative colitis, 0.717 for Crohn's disease, and 0.819 for non-inflammatory bowel disease). CONCLUSIONS PAFhy staining and PAFhy-3D imaging are promising approaches for next-generation experimental and clinical histopathology.
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Casamitjana J, Espinet E, Rovira M. Pancreatic Organoids for Regenerative Medicine and Cancer Research. Front Cell Dev Biol 2022; 10:886153. [PMID: 35592251 PMCID: PMC9110799 DOI: 10.3389/fcell.2022.886153] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 04/06/2022] [Indexed: 11/16/2022] Open
Abstract
In recent years, the development of ex vivo organoid cultures has gained substantial attention as a model to study regenerative medicine and diseases in several tissues. Diabetes and pancreatic ductal adenocarcinoma (PDAC) are the two major devastating diseases affecting the pancreas. Suitable models for regenerative medicine in diabetes and to accurately study PDAC biology and treatment response are essential in the pancreatic field. Pancreatic organoids can be generated from healthy pancreas or pancreatic tumors and constitute an important translational bridge between in vitro and in vivo models. Here, we review the rapidly emerging field of pancreatic organoids and summarize the current applications of the technology to tissue regeneration, disease modelling, and drug screening.
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Affiliation(s)
- Joan Casamitjana
- Department of Physiological Science, School of Medicine, University of Barcelona (UB), L'Hospitalet de Llobregat, Barcelona, Spain
- Pancreas Regeneration: Pancreatic Progenitors and Their Niche Group, Regenerative Medicine Program, Institut D’Investigació Biomèdica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
- Program for Advancing the Clinical Translation of Regenerative Medicine of Catalonia (P-CMR[C]), L’Hospitalet de Llobregat, Barcelona, Spain
| | - 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
| | - Meritxell Rovira
- Department of Physiological Science, School of Medicine, University of Barcelona (UB), L'Hospitalet de Llobregat, Barcelona, Spain
- Pancreas Regeneration: Pancreatic Progenitors and Their Niche Group, Regenerative Medicine Program, Institut D’Investigació Biomèdica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
- Program for Advancing the Clinical Translation of Regenerative Medicine of Catalonia (P-CMR[C]), L’Hospitalet de Llobregat, Barcelona, Spain
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Backx E, Coolens K, Van den Bossche JL, Houbracken I, Espinet E, Rooman I. On the Origin of Pancreatic Cancer: Molecular Tumor Subtypes in Perspective of Exocrine Cell Plasticity. Cell Mol Gastroenterol Hepatol 2021; 13:1243-1253. [PMID: 34875393 PMCID: PMC8881661 DOI: 10.1016/j.jcmgh.2021.11.010] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 11/30/2021] [Accepted: 11/30/2021] [Indexed: 12/12/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a devastating type of cancer. While many studies have shed light into the pathobiology of PDAC, the nature of PDAC's cell of origin remains under debate. Studies in adult pancreatic tissue have unveiled a remarkable exocrine cell plasticity including transitional states, mostly exemplified by acinar to ductal cell metaplasia, but also with recent evidence hinting at duct to basal cell transitions. Single-cell RNA sequencing has further revealed intrapopulation heterogeneity among acinar and duct cells. Transcriptomic and epigenomic relationships between these exocrine cell differentiation states and PDAC molecular subtypes have started to emerge, suggesting different ontogenies for different tumor subtypes. This review sheds light on these diverse aspects with particular focus on studies with human cells. Understanding the "masked ball" of exocrine cells at origin of PDAC and leaving behind the binary acinar vs duct cell classification may significantly advance our insights in PDAC biology.
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Affiliation(s)
- Elyne Backx
- Laboratory of Medical and Molecular Oncology, Oncology Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Katarina Coolens
- Laboratory of Medical and Molecular Oncology, Oncology Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Jan-Lars Van den Bossche
- Laboratory of Medical and Molecular Oncology, Oncology Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Isabelle Houbracken
- Laboratory of Medical and Molecular Oncology, Oncology Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Elisa Espinet
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine, Heidelberg, Germany; Division of Stem Cells and Cancer, German Cancer Research Center, Heidelberg, Germany
| | - Ilse Rooman
- Laboratory of Medical and Molecular Oncology, Oncology Research Center, Vrije Universiteit Brussel, Brussels, Belgium.
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Malinova A, Veghini L, Real FX, Corbo V. Cell Lineage Infidelity in PDAC Progression and Therapy Resistance. Front Cell Dev Biol 2021; 9:795251. [PMID: 34926472 PMCID: PMC8675127 DOI: 10.3389/fcell.2021.795251] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 11/15/2021] [Indexed: 12/23/2022] Open
Abstract
Infidelity to cell fate occurs when differentiated cells lose their original identity and either revert to a more multipotent state or transdifferentiate into a different cell type, either within the same embryonic lineage or in an entirely different one. Whilst in certain circumstances, such as in wound repair, this process is beneficial, it can be hijacked by cancer cells to drive disease initiation and progression. Cell phenotype switching has been shown to also serve as a mechanism of drug resistance in some epithelial cancers. In pancreatic ductal adenocarcinoma (PDAC), the role of lineage infidelity and phenotype switching is still unclear. Two consensus molecular subtypes of PDAC have been proposed that mainly reflect the existence of cell lineages with different degrees of fidelity to pancreatic endodermal precursors. Indeed, the classical subtype of PDAC is characterised by the expression of endodermal lineage specifying transcription factors, while the more aggressive basal-like/squamous subtype is defined by epigenetic downregulation of endodermal genes and alterations in chromatin modifiers. Here, we summarise the current knowledge of mechanisms (genetic and epigenetic) of cell fate switching in PDAC and discuss how pancreatic organoids might help increase our understanding of both cell-intrinsic and cell-extrinsic factors governing lineage infidelity during the distinct phases of PDAC evolution.
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Affiliation(s)
- Antonia Malinova
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Lisa Veghini
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Francisco X. Real
- Epithelial Carcinogenesis Group, Spanish National Cancer Research Centre, Madrid, Spain
- CIBERONC, Madrid, Spain
- Department de Ciències Experimentals i de la Salut, Universitat Pompeu Fabra, Barcelona, Spain
| | - Vincenzo Corbo
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
- ARC-Net Research Centre, University of Verona, Verona, Italy
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Benitz S, Crawford H. Discovery of the pancreatic basal cell: a new candidate for an adult stem cell emerges. Gut 2021; 71:gutjnl-2021-325694. [PMID: 34732543 DOI: 10.1136/gutjnl-2021-325694] [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: 09/03/2021] [Accepted: 10/22/2021] [Indexed: 12/08/2022]
Affiliation(s)
- Simone Benitz
- Surgery, Henry Ford Health System, Detroit, Michigan, USA
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