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Wang Y, Bian Z, Xu L, Du G, Qi Z, Zhang Y, Long J, Li W. The scRNA-sequencing landscape of pancreatic ductal adenocarcinoma revealed distinct cell populations associated with tumor initiation and progression. Genes Dis 2025; 12:101323. [PMID: 40092486 PMCID: PMC11907457 DOI: 10.1016/j.gendis.2024.101323] [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: 10/23/2023] [Revised: 04/09/2024] [Accepted: 04/21/2024] [Indexed: 03/19/2025] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) stands as a formidable malignancy characterized by its profound lethality. The comprehensive analysis of the transcriptional landscape holds immense significance in understanding PDAC development and exploring novel treatment strategies. However, due to the firm consistency of pancreatic cancer samples, the dissociation of single cells and subsequent sequencing can be challenging. Here, we performed single-cell RNA sequencing (scRNA-seq) on 8 PDAC patients with different lymph node metastasis status. We first identified the crucial role of MMP1 in the transition from normal pancreatic cells to cancer cells. The knockdown of MMP1 in pancreatic cancer cell lines decreased the expression of ductal markers such as SOX9 while the overexpression of MMP1 in hTERT-HPNE increased the expression of ductal markers, suggesting its function of maintaining ductal identity. Secondly, we found a S100A2 + tumor subset which fueled lymph node metastasis in PDAC. The knockdown of S100A2 significantly reduced the motility of pancreatic cancer cell lines in both wound healing and transwell migration assays. While overexpression of S100A2 led to increased migratory capability. Moreover, overexpression of S100A2 in KPC1199, a mouse pancreatic cancer cell line, caused a larger tumor burden in a hemi-spleen injection model of liver metastasis. In addition, epithelial-mesenchymal transition-related genes were decreased by S100A2 knockdown revealed by bulk RNA sequencing. We also identified several pivotal contributors to the pro-tumor microenvironment, notably OMD + fibroblast and CCL2 + macrophage. As a result, our study provides valuable insights for early detection of PDAC and promising therapeutic targets for combatting lymph node metastasis.
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Affiliation(s)
- Ying Wang
- Department of Interventional Radiology, Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Zhouliang Bian
- Department of Oncology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201900, China
- Shanghai Institute of Precision Medicine, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200125, China
| | - Lichao Xu
- Department of Interventional Radiology, Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Guangye Du
- Department of Pathology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201900, China
| | - Zihao Qi
- Department of Pancreatic Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
- Shanghai Key Laboratory of Pancreatic Disease, Institute of Pancreatic Disease, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
| | - Yanjie Zhang
- Department of Oncology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201900, China
- Shanghai Institute of Precision Medicine, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200125, China
| | - Jiang Long
- Department of Pancreatic Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
- Shanghai Key Laboratory of Pancreatic Disease, Institute of Pancreatic Disease, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
| | - Wentao Li
- Department of Interventional Radiology, Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
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2
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Bodas C, Felipe I, Chanez B, Lafarga M, Lopez de Maturana E, Martinez de Villarreal J, Del Pozo N, Malumbres M, Vargiu P, Cayuela A, Peset I, Connelly K, Hoskins J, Méndez R, Amundadottir L, Malats N, Ortega S, Real FX. A Common CTRB misfolding variant associated with pancreatic cancer risk causes ER stress and inflammation in mice. Gut 2025:gutjnl-2024-333406. [PMID: 40254337 DOI: 10.1136/gutjnl-2024-333406] [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: 07/23/2024] [Accepted: 03/25/2025] [Indexed: 04/22/2025]
Abstract
BACKGROUND Genome-wide association studies have identified an exon 6 CTRB2 deletion variant proposed to increase pancreatic cancer risk. OBJECTIVE To acquire evidence on its causal role, we developed and analysed a new mouse strain carrying an equivalent variant in Ctrb1, the mouse CTRB2 orthologue. DESIGN We used CRISPR/Cas9 to introduce a 707 bp deletion encompassing Ctrb1 exon 6 (Ctrb1Δexon6 ). This mutation closely mimics the human variant. Mice carrying the mutant allele were profiled at 3 months to assess their phenotype. RESULTS Ctrb1Δexon6 mutant mice express a truncated CTRB1 that accumulates in the endoplasmic reticulum (ER). The pancreas of homozygous mutant mice displays reduced chymotrypsin activity, total protein synthesis and amylase secretion. The histological aspect of the pancreas is inconspicuous but ultrastructural analysis shows evidence of dramatic ER stress and cytoplasmic and nuclear inclusions. Transcriptomic studies of the mutant pancreas reveal downregulation of the acinar programme and increased activity of ER stress-related and inflammatory pathways. Agr2 is one of the most upregulated genes in mutant pancreata. Heterozygous mice have an intermediate phenotype. Ctrb1Δexon6 mutant mice exhibit impaired recovery from acute caerulein-induced pancreatitis. Administration of tauroursodeoxycholic acid or sulindac partially alleviates the phenotype. A transcriptomic signature derived from the mutant pancreata is significantly enriched in normal human pancreas of CTRB2 exon 6 deletion variant carriers from the GTEx cohort. CONCLUSIONS This mouse strain provides evidence that the exon 6 deletion causes ER stress and inflammation and is an excellent model to understand its contribution to pancreatic cancer and identify preventive strategies.
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Affiliation(s)
- Cristina Bodas
- Epithelial Carcinogenesis Group, Molecular Oncology Programme, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
| | - Irene Felipe
- Epithelial Carcinogenesis Group, Molecular Oncology Programme, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
- Spanish National Biomedical Research Centre in Cancer, Madrid, Spain
| | - Brice Chanez
- Epithelial Carcinogenesis Group, Molecular Oncology Programme, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
- Medical Oncology Department, Institut Paoli-Calmettes, Marseille, France
| | | | - Evangelina Lopez de Maturana
- Spanish National Biomedical Research Centre in Cancer, Madrid, Spain
- Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre, Madrid, Spain
| | - Jaime Martinez de Villarreal
- Epithelial Carcinogenesis Group, Molecular Oncology Programme, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
- Spanish National Biomedical Research Centre in Cancer, Madrid, Spain
| | - Natalia Del Pozo
- Epithelial Carcinogenesis Group, Molecular Oncology Programme, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
| | - Marina Malumbres
- Mechanisms of Disease Group, Institut de Recerca Biomèdica, Barcelona, Spain
| | - Pierfrancesco Vargiu
- Genome Editing Core Unit, Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | - Ana Cayuela
- Confocal Microscopy Unit, Centro Nacional de Investigaciones Oncologicas, Madrid, Spain
| | - Isabel Peset
- Confocal Microscopy Unit, Centro Nacional de Investigaciones Oncologicas, Madrid, Spain
| | - Katelyn Connelly
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Gaithersburg, Maryland, USA
| | - Jason Hoskins
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Gaithersburg, Maryland, USA
| | - Raúl Méndez
- Mechanisms of Disease Group, Institut de Recerca Biomèdica, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Laufey Amundadottir
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Gaithersburg, Maryland, USA
| | - Núria Malats
- Spanish National Biomedical Research Centre in Cancer, Madrid, Spain
- Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre, Madrid, Spain
| | - Sagrario Ortega
- Genome Editing Core Unit, Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | - Francisco X Real
- Epithelial Carcinogenesis Group, Molecular Oncology Programme, Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
- Spanish National Biomedical Research Centre in Cancer, Madrid, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
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3
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Salas-Escabillas DJ, Hoffman MT, Brender SM, Moore JS, Wen HJ, Benitz S, Davis ET, Long D, Wombwell AM, Chianis ERD, Allen-Petersen BL, Steele NG, Sears RC, Matsumoto I, DelGiorno KE, Crawford HC. Tuft cells transdifferentiate to neural-like progenitor cells in the progression of pancreatic cancer. Dev Cell 2025; 60:837-852.e3. [PMID: 39721583 DOI: 10.1016/j.devcel.2024.12.003] [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: 04/19/2024] [Revised: 09/13/2024] [Accepted: 12/02/2024] [Indexed: 12/28/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDA) is partly initiated through the transdifferentiation of acinar cells to metaplasia, which progresses to neoplasia and cancer. Tuft cells (TCs) are chemosensory cells not found in the normal pancreas but arise in cancer precursor lesions and diminish during progression to carcinoma. These metaplastic TCs (mTCs) suppress tumor progression through communication with the tumor microenvironment, but their fate during progression is unknown. To determine the fate of mTCs during PDA progression, we created a dual recombinase lineage trace model, wherein a pancreas-specific FlpO was used to induce tumorigenesis, while a tuft-cell specific Pou2f3CreERT/+ driver was used to induce expression of a tdTomato reporter. We found that mTCs in carcinoma transdifferentiate into neural-like progenitor cells (NRPs), a cell type associated with poor survival in patients. Using conditional knockout and overexpression systems, we found that Myc activity in mTCs is necessary and sufficient to induce this tuft-to-neuroendocrine transition (TNT).
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Affiliation(s)
- Daniel J Salas-Escabillas
- Cancer Biology, University of Michigan, Ann Arbor, MI, USA; Department of Surgery, Henry Ford Health, Detroit, MI, USA; Department of Pharmacology and Toxicology, Michigan State University, Lansing, MI, USA
| | - Megan T Hoffman
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Sydney M Brender
- Department of Surgery, Henry Ford Health, Detroit, MI, USA; Department of Pharmacology and Toxicology, Michigan State University, Lansing, MI, USA
| | - Jacee S Moore
- Department of Surgery, Henry Ford Health, Detroit, MI, USA; Department of Pharmacology and Toxicology, Michigan State University, Lansing, MI, USA
| | - Hui-Ju Wen
- Department of Surgery, Henry Ford Health, Detroit, MI, USA; Department of Pharmacology and Toxicology, Michigan State University, Lansing, MI, USA
| | - Simone Benitz
- Department of Surgery, Henry Ford Health, Detroit, MI, USA; Department of Pharmacology and Toxicology, Michigan State University, Lansing, MI, USA
| | - Erick T Davis
- Department of Surgery, Henry Ford Health, Detroit, MI, USA; Department of Pharmacology and Toxicology, Michigan State University, Lansing, MI, USA
| | - Daniel Long
- Department of Surgery, Henry Ford Health, Detroit, MI, USA; Department of Pharmacology and Toxicology, Michigan State University, Lansing, MI, USA
| | - Allison M Wombwell
- Department of Surgery, Henry Ford Health, Detroit, MI, USA; Department of Pharmacology and Toxicology, Michigan State University, Lansing, MI, USA
| | - Ella Rose D Chianis
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | | | - Nina G Steele
- Department of Surgery, Henry Ford Health, Detroit, MI, USA; Department of Pharmacology and Toxicology, Michigan State University, Lansing, MI, USA
| | - Rosalie C Sears
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | | | - Kathleen E DelGiorno
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Howard C Crawford
- Department of Surgery, Henry Ford Health, Detroit, MI, USA; Department of Pharmacology and Toxicology, Michigan State University, Lansing, MI, USA.
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Dahiya S, Arbujas JR, Hajihassani A, Amini S, Wageley M, Gurbuz K, Ma Z, Copeland C, Saleh M, Gittes GK, Koo BK, DelGiorno KE, Esni F. The Stmn1-lineage contributes to acinar regeneration but not to neoplasia upon oncogenic Kras expression. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.18.643944. [PMID: 40166191 PMCID: PMC11957014 DOI: 10.1101/2025.03.18.643944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
BACKGROUND & AIMS The exocrine pancreas has a limited regenerative capacity, but to what extent all acinar cells are involved in this process is unclear. Nevertheless, the heterogenous nature of acinar cells suggests that cells exhibiting higher plasticity might play a more prominent role in acinar regeneration. In that regard, Stmn1 -expressing acinar cells have been identified as potential facultative progenitor-like cells in the adult pancreas. Here, we studied Stmn1-progeny under physiological conditions, during regeneration, and in the context of Kras G12D expression. METHODS We followed the fate of Stmn1-progenies both under baseline conditions, following caerulein-induced acute or chronic pancreatitis, pancreatic duct ligation, and in the context of Kras G12D expression. RESULTS The Stmn1-lineage contributes to baseline acinar cell turnover under physiological conditions. Furthermore, these cells rapidly proliferate and repopulate the acinar compartment in response to acute injury in an ADM-independent manner. Moreover, acinar regeneration during chronic pancreatitis progression is in conjunction with a decline in the proliferative capacity of the Stmn1-lineage. Interestingly, newly generated acinar cells display increased susceptibility to additional injury during recurrent acute pancreatitis (RAP). Finally, given their inability to form ADMs, the Stmn1-lineage fails to form PanINs upon oncogenic Kras expression. CONCLUSIONS Our findings establish the Stmn1-lineage as a pivotal subpopulation for acinar tissue homeostasis and regeneration. The ability of these cells to restore acinar tissue in an ADM-independent manner distinguishes them as a critical regenerative population. This study presents a new paradigm for acinar regeneration and repair in the context of pancreatitis and neoplasia.
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5
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Srinivasan S, Mehra S, Jinka S, Bianchi A, Singh S, Dosch AR, Amirian H, Krishnamoorthy V, Silva IDC, Patel M, Box EW, Garrido V, Totiger TM, Zhou Z, Ban Y, Datta J, VanSaun M, Merchant N, Nagathihalli NS. Activation of CREB drives acinar cells to ductal reprogramming and promotes pancreatic cancer progression in animal models of alcoholic pancreatitis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.01.05.574376. [PMID: 38903082 PMCID: PMC11188065 DOI: 10.1101/2024.01.05.574376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
BACKGROUND & AIMS Alcoholic chronic pancreatitis (ACP) exacerbates pancreatic damage through acinar cell injury, fibroinflammation, and cyclic adenosine monophosphate response element binding protein 1 (CREB) activation, surpassing the damage by alcohol (A) alone or cerulein-induced CP. The molecular cooperativity between CREB and oncogenic Kras G12D/+ (Kras*) in promoting pancreatic cancer progression within the context of ACP remains unclear. METHODS Experimental ACP induction was established in multiple mouse models, with euthanasia during the recovery stage to assess tumor latency. We established CREB deletion (Creb fl/fl ) in Ptf1a CreERTM/+ ;LSL-Kras G12D/+ (KC) genetic mouse models (KCC -/- ). Pancreata from Ptf1a CreERTM/+ , KC, and KCC -/- mice were analyzed using western blotting, phosphokinase array, and quantitative PCR. Single-cell RNA sequencing was performed in ACP-induced KC mice. Lineage tracing of acinar cell explant cultures and analysis of tissue samples from human pancreatic diseases (CP and pancreatic ductal adenocarcinoma [PDAC]) were conducted. RESULTS ACP induction in KC mice impaired the pancreas' repair mechanism. Acinar cell-derived ductal lesions demonstrated prolonged hyperactivated CREB in acinar-to-ductal metaplasia (ADM)/pancreatic intraepithelial neoplasia (PanIN) lesions associated with pancreatitis and in PDAC. Persistent CREB activation reprogrammed acinar cells, increasing profibrotic inflammation. In ACP-induced models, acinar-specific Creb ablation reduced advanced PanIN lesions, hindered tumor progression, and improved acinar cell function. Pharmacological targeting of CREB significantly reduced the primary tumor burden in a PDAC mouse model with ACP. CONCLUSIONS Our findings demonstrate that CREB and Kras* promote irreversible ADM, accelerating pancreatic cancer progression with ACP. Targeting CREB offers a promising strategy to address the clinical need for effective treatments for inflammation-driven pancreatic cancer.
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Affiliation(s)
- Supriya Srinivasan
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Siddharth Mehra
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Sudhakar Jinka
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Anna Bianchi
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Samara Singh
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Austin R Dosch
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Haleh Amirian
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | | | - Iago De Castro Silva
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Manan Patel
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Edmond Worley Box
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Vanessa Garrido
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Tulasigeri M Totiger
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Zhiqun Zhou
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Yuguang Ban
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, Florida
| | - Jashodeep Datta
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, Florida
| | - Michael VanSaun
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, Kansas
| | - Nipun Merchant
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, Florida
| | - Nagaraj S Nagathihalli
- Department of Surgery, University of Miami Miller School of Medicine, Miami, Florida
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, Florida
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6
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Ren X, Teng Y, Xie K, He X, Chen G, Zhang K, Liao Q, Zhang J, Zhou X, Zhu Y, Song W, Lin Y, Zhang Y, Xu Z, Maeshige N, Liang X, Su D, Sun P, Ding Y. REG3A secreted by peritumoral acinar cells enhances pancreatic ductal adenocarcinoma progression via activation of EGFR signaling. Cell Commun Signal 2025; 23:96. [PMID: 39966859 PMCID: PMC11837727 DOI: 10.1186/s12964-025-02103-4] [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: 10/03/2024] [Accepted: 02/10/2025] [Indexed: 02/20/2025] Open
Abstract
BACKGROUND Regenerating family member 3A (REG3A) is involved in the development of multiple malignant tumors, including pancreatic ductal adenocarcinoma (PDAC). However, any role of REG3A in PDAC remains controversial due to its unclear tissue localization or direct receptors, and complex downstream signal transductions. METHODS Morphological analysis and public multi-omics data retrieval were was utilized to elucidate the tissue localization of REG3A in PDAC. To ascertain the pro-oncogenic role of secreted REG3A, experiments were conducted using in vitro PDAC cell lines and in vivo tumor formation assays in nude mice. A battery of investigative techniques, including RNA sequencing, phospho-kinase arrays, western blot analyses, in silico docking simulations, gene truncation strategies, and co-immunoprecipitation, were employed to delve into the downstream signaling transduction pathways induced by REG3A. RESULTS In this study, we confirmed an association between increased serum levels of REG3A and poor prognosis in patients with PDAC. Morphological staining and bioinformatic analysis showed that REG3A was mainly expressed in peritumoral acinar cells that were spatially close to tumor region, while it was almost negative in PDAC tumor cells. Peritumoral REG3A expression levels, but not tumoral REG3A, were highly correlated with PDAC progression. Further in vitro experiments including RNA sequencing and molecular biological assays revealed that secreted REG3A could directly bind to the epidermal growth factor receptor (EGFR), an important pro-oncogene involved in cellular proliferation, and subsequently activate the downstream mitogen-activated protein kinase (MAPK) signals to promote PDAC tumor cell growth. CONCLUSION Taken together, our data indicated that increased expression of REG3A in peritumoral acinar cells acts as a specific event to indicate PDAC progression, and verified EGFR as a possible target of REG3A, providing mechanistic insights into the role of REG3A, the diagnostic method and therapeutic strategy of PDAC.
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Affiliation(s)
- Xiaojing Ren
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China
| | - Yunfei Teng
- Department of Pathology, Nanjing Medical University, Nanjing, 211166, China
| | - Kunxin Xie
- Key Laboratory of Human Functional Genomics of Jiangsu Province, Department of Biochemistry and Molecular Biology, Nanjing Medical University, Nanjing, 211166, China
| | - Xiao He
- Department of Pathology, Nanjing Medical University, Nanjing, 211166, China
- Department of Pathology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Gang Chen
- Department of Pathology, Nanjing Medical University, Nanjing, 211166, China
- Department of Pathology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Kaini Zhang
- Department of Pathophysiology, Nanjing Medical University, Nanjing, 211166, China
| | - Qingyi Liao
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Jia Zhang
- Key Laboratory of Human Functional Genomics of Jiangsu Province, Department of Biochemistry and Molecular Biology, Nanjing Medical University, Nanjing, 211166, China
| | - Xiaohang Zhou
- Key Laboratory of Human Functional Genomics of Jiangsu Province, Department of Biochemistry and Molecular Biology, Nanjing Medical University, Nanjing, 211166, China
| | - Yating Zhu
- Key Laboratory of Human Functional Genomics of Jiangsu Province, Department of Biochemistry and Molecular Biology, Nanjing Medical University, Nanjing, 211166, China
| | - Wenyu Song
- Key Laboratory of Human Functional Genomics of Jiangsu Province, Department of Biochemistry and Molecular Biology, Nanjing Medical University, Nanjing, 211166, China
| | - Yuege Lin
- Department of Pathology, Nanjing Medical University, Nanjing, 211166, China
| | - Yi Zhang
- Department of Pathology, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, Nanjing Medical University Affiliated Cancer Hospital, Nanjing, 210009, China
| | - Zhijian Xu
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Noriaki Maeshige
- Department of Rehabilitation Science, Kobe University Graduate School of Health Sciences, 7-10-2 Tomogaoka, Kobe, Hyogo, 654-0142, Japan
| | - Xiubin Liang
- Department of Pathophysiology, Nanjing Medical University, Nanjing, 211166, China
| | - Dongming Su
- Department of Pathology, Nanjing Medical University, Nanjing, 211166, China.
| | - Peng Sun
- Key Laboratory of Human Functional Genomics of Jiangsu Province, Department of Biochemistry and Molecular Biology, Nanjing Medical University, Nanjing, 211166, China.
| | - Ying Ding
- Department of Pathology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China.
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7
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García García A, Ferrer Aporta M, Vallejo Palma G, Giráldez Trujillo A, Castillo-González R, Calzón Lozano D, Mora Perdiguero A, Muñoz Velasco R, Colina Castro M, de Simone Benito E, Torres-Ruiz R, Rodriguez-Perales S, Dehairs J, Swinnen JV, Garcia-Cañaveras JC, Lahoz A, Montalvo Quirós S, Del Pozo-Rojas C, Luque Rioja C, Monroy F, Herráez-Aguilar D, Alonso Riaño M, Rodríguez Peralto JL, Sánchez-Arévalo Lobo VJ. Targeting ELOVL6 to disrupt c-MYC driven lipid metabolism in pancreatic cancer enhances chemosensitivity. Nat Commun 2025; 16:1694. [PMID: 39956817 PMCID: PMC11830767 DOI: 10.1038/s41467-025-56894-8] [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: 01/24/2024] [Accepted: 02/05/2025] [Indexed: 02/18/2025] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a lethal cancer with a 12% survival rate, highlighting the need for novel therapies. c-MYC overexpression, driven by upstream mutations and amplifications, reprograms tumor metabolism and promotes proliferation, migration and metastasis. This study identifies ELOVL6, a fatty acid elongase regulated by c-MYC, as a potential therapeutic target. Using PDAC mouse models and cell lines, we show that c-MYC directly upregulates ELOVL6 during tumor progression. Genetic or chemical inhibition of ELOVL6 reduces proliferation and migration by altering fatty acid composition, affecting membrane rigidity, permeability and pinocytosis. These changes increase Abraxane uptake and show a synergistic effect when combined with ELOVL6 inhibition in vitro. In vivo, ELOVL6 interference significantly suppresses tumor growth and improves Abraxane response, prolonging survival. These findings position ELOVL6 as a promising target for improving PDAC treatment outcomes.
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Affiliation(s)
- Ana García García
- Grupo de Oncología Molecular, Instituto de Investigaciones Biosanitarias, Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria (UFV), Pozuelo de Alarcón, 28223, Madrid, Spain
| | - María Ferrer Aporta
- Grupo de Oncología Molecular, Instituto de Investigaciones Biosanitarias, Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria (UFV), Pozuelo de Alarcón, 28223, Madrid, Spain
| | - Germán Vallejo Palma
- Grupo de Oncología Cutánea. Servicio de Anatomía Patológica, Hospital Universitario 12 de Octubre. Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Avenida de Cordoba s/n, 28041, Madrid, Spain
| | - Antonio Giráldez Trujillo
- Grupo de Oncología Cutánea. Servicio de Anatomía Patológica, Hospital Universitario 12 de Octubre. Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Avenida de Cordoba s/n, 28041, Madrid, Spain
| | - Raquel Castillo-González
- Grupo de Oncología Cutánea. Servicio de Anatomía Patológica, Hospital Universitario 12 de Octubre. Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Avenida de Cordoba s/n, 28041, Madrid, Spain
- Universidad Autónoma de Madrid (UAM), 28049, Madrid, Spain
| | - David Calzón Lozano
- Grupo de Oncología Molecular, Instituto de Investigaciones Biosanitarias, Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria (UFV), Pozuelo de Alarcón, 28223, Madrid, Spain
| | - Alberto Mora Perdiguero
- Grupo de Oncología Molecular, Instituto de Investigaciones Biosanitarias, Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria (UFV), Pozuelo de Alarcón, 28223, Madrid, Spain
| | - Raúl Muñoz Velasco
- Grupo de Oncología Molecular, Instituto de Investigaciones Biosanitarias, Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria (UFV), Pozuelo de Alarcón, 28223, Madrid, Spain
| | - Miguel Colina Castro
- Grupo de Oncología Molecular, Instituto de Investigaciones Biosanitarias, Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria (UFV), Pozuelo de Alarcón, 28223, Madrid, Spain
| | - Elena de Simone Benito
- Grupo de Oncología Molecular, Instituto de Investigaciones Biosanitarias, Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria (UFV), Pozuelo de Alarcón, 28223, Madrid, Spain
| | - Raúl Torres-Ruiz
- Molecular Cytogenetics and Genome Editing Unit, Human Cancer Genetics Program, Centro Nacional de Investigaciones Oncológicas (CNIO), 28029, Madrid, Spain
- Division of Hematopoietic Innovative Therapies, Biomedical Innovation Unit, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT), 28040, Madrid, Spain
- Advanced Therapies Unit, Instituto de Investigación Sanitaria Fundación Jiménez Díaz, 28003, Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), 28029, Madrid, Spain
| | - Sandra Rodriguez-Perales
- Molecular Cytogenetics and Genome Editing Unit, Human Cancer Genetics Program, Centro Nacional de Investigaciones Oncológicas (CNIO), 28029, Madrid, Spain
| | - Jonas Dehairs
- Laboratory of Lipid Metabolism and Cancer, Department of Oncology, KU Leuven, 3000, Leuven, Belgium
| | - Johannes V Swinnen
- Laboratory of Lipid Metabolism and Cancer, Department of Oncology, KU Leuven, 3000, Leuven, Belgium
| | - Juan Carlos Garcia-Cañaveras
- Biomarkers and Precision Medicine Unit, Health Research Institute La Fe, Av. Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Agustín Lahoz
- Biomarkers and Precision Medicine Unit, Health Research Institute La Fe, Av. Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Sandra Montalvo Quirós
- Biofísica Computacional y Análisis de Datos Biológicos, Instituto de Investigaciones Biosanitarias, Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria (UFV), Pozuelo de Alarcón, 28223, Madrid, Spain
| | - Carlos Del Pozo-Rojas
- Biofísica Computacional y Análisis de Datos Biológicos, Instituto de Investigaciones Biosanitarias, Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria (UFV), Pozuelo de Alarcón, 28223, Madrid, Spain
| | - Clara Luque Rioja
- Department of Physical Chemistry, Complutense University of Madrid, 28040, Madrid, Spain
- Translational Biophysics, Institute for Biomedical Research Hospital 12 de Octubre, Avenida de Cordoba s/n, 28041, Madrid, Spain
| | - Francisco Monroy
- Department of Physical Chemistry, Complutense University of Madrid, 28040, Madrid, Spain
- Translational Biophysics, Institute for Biomedical Research Hospital 12 de Octubre, Avenida de Cordoba s/n, 28041, Madrid, Spain
| | - Diego Herráez-Aguilar
- Biofísica Computacional y Análisis de Datos Biológicos, Instituto de Investigaciones Biosanitarias, Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria (UFV), Pozuelo de Alarcón, 28223, Madrid, Spain
| | - Marina Alonso Riaño
- Grupo de Oncología Cutánea. Servicio de Anatomía Patológica, Hospital Universitario 12 de Octubre. Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Avenida de Cordoba s/n, 28041, Madrid, Spain
| | - José Luis Rodríguez Peralto
- Grupo de Oncología Cutánea. Servicio de Anatomía Patológica, Hospital Universitario 12 de Octubre. Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Avenida de Cordoba s/n, 28041, Madrid, Spain
| | - Víctor Javier Sánchez-Arévalo Lobo
- Grupo de Oncología Molecular, Instituto de Investigaciones Biosanitarias, Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria (UFV), Pozuelo de Alarcón, 28223, Madrid, Spain.
- Grupo de Oncología Cutánea. Servicio de Anatomía Patológica, Hospital Universitario 12 de Octubre. Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Avenida de Cordoba s/n, 28041, Madrid, Spain.
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8
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Ekstrom TL, Rosok RM, Abdelrahman AM, Parassiadis C, Manjunath M, Dittrich MY, Wang X, Kutschat AP, Kanakan A, Rajput A, Schacherer N, Lukic T, Carlson DM, Thiel J, Kopp W, Stroebel P, Ellenrieder V, Gaedcke J, Dong M, Najafova Z, Truty MJ, Hessmann E, Johnsen SA. Glucocorticoid receptor suppresses GATA6-mediated RNA polymerase II pause release to modulate classical subtype identity in pancreatic cancer. Gut 2025:gutjnl-2024-334374. [PMID: 39884837 DOI: 10.1136/gutjnl-2024-334374] [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: 11/18/2024] [Accepted: 12/23/2024] [Indexed: 02/01/2025]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal cancer with a 5-year survival rate of 12%. It has two major molecular subtypes: classical and basal, regulated by the master transcription factors (MTFs) GATA6 and ΔNp63, respectively. OBJECTIVE This study sought to uncover the transcriptional regulatory mechanisms controlling PDAC subtype identity. DESIGN We integrated primary tumour single-cell RNA-seq, patient-derived xenograft RNA-seq and multispectral imaging to identify MTF-dependent, subtype-specific markers. We created subtype-specific fluorescent reporter systems and conducted drug screenings to find actionable targets. We analysed chromatin accessibility (ATAC-seq), genome-wide occupancy (ChIP-seq) for epigenetic status (H3K27ac), MTFs (GATA6, ΔNp63), RNA polymerase II (Pol II), H3K4me3-anchored chromatin topology (HiChIP) and nascent RNA capture sequencing (PRO-seq). Additionally, we used nuclease-dead Cas9 (dCas9) to manipulate transcriptional regulatory mechanisms. RESULTS Our approach identified glucocorticoid receptor (GR) agonists as agents that suppress the classical transcriptional programme by interacting with GATA6. GATA6 regulates classical-specific transcription through promoter-proximal pause release. Depletion of GATA6 increased Pol II occupancy at GATA6-bound enhancers and transcriptional start sites, stabilising enhancer-promoter interactions. Artificially inducing pausing at GATA6-bound enhancers with dCas9 abrogated target gene expression and induced pausing at both the enhancer and target gene promoter. Conversely, in basal PDAC ΔNp63 promotes Pol II recruitment and stabilises enhancer-promoter interactions. CONCLUSION This study provides new insights into the transcriptional control and role of GR agonists in controlling PDAC molecular subtype identity.
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Affiliation(s)
- Thomas L Ekstrom
- Robert Bosch Center for Tumor Diseases, Stuttgart, Germany
- Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Rochester, MN, USA
| | - Raya M Rosok
- Robert Bosch Center for Tumor Diseases, Stuttgart, Germany
| | | | | | | | | | - Xin Wang
- Department of General, Visceral & Pediatric Surgery, University Medical Center Göttingen, Göttingen, Germany
| | - Ana P Kutschat
- Department of General, Visceral & Pediatric Surgery, University Medical Center Göttingen, Göttingen, Germany
| | - Akshay Kanakan
- Robert Bosch Center for Tumor Diseases, Stuttgart, Germany
| | - Ashish Rajput
- Robert Bosch Center for Tumor Diseases, Stuttgart, Germany
| | | | - Teodora Lukic
- Robert Bosch Center for Tumor Diseases, Stuttgart, Germany
| | - Danielle M Carlson
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Julia Thiel
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology and University of Tübingen, Stuttgart, Germany
| | - Waltraut Kopp
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
- Clinical Research Group 5002, University Medical Center Göttingen, Göttingen, Germany
| | - Philipp Stroebel
- Clinical Research Group 5002, University Medical Center Göttingen, Göttingen, Germany
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Volker Ellenrieder
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
- Clinical Research Group 5002, University Medical Center Göttingen, Göttingen, Germany
| | - Jochen Gaedcke
- Department of General, Visceral & Pediatric Surgery, University Medical Center Göttingen, Göttingen, Germany
- Clinical Research Group 5002, University Medical Center Göttingen, Göttingen, Germany
- Department of General & Visceral Surgery, Karlsruhe Municipal Hospital, Karlsruhe, Germany
| | - Meng Dong
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology and University of Tübingen, Stuttgart, Germany
| | | | - Mark J Truty
- Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Elisabeth Hessmann
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
- Clinical Research Group 5002, University Medical Center Göttingen, Göttingen, Germany
| | - Steven A Johnsen
- Robert Bosch Center for Tumor Diseases, Stuttgart, Germany
- University of Tübingen, Tübingen, Germany
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9
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Trinh VQH, Ankenbauer KE, Torbit SM, Liu J, Batardiere M, Kumar B, Maurer HC, Revetta F, Chen Z, Kruse A, Judd A, Copeland C, Wong J, Ben-Levy O, Jarvis B, Brown M, Brown JW, Das K, Makino Y, Spraggins JM, Lau K, Azadi P, Maitra A, Tan MCB, DelGiorno KE. Mutant GNAS drives a pyloric metaplasia with tumor suppressive glycans in intraductal papillary mucinous neoplasia. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.02.25.581948. [PMID: 38464029 PMCID: PMC10925208 DOI: 10.1101/2024.02.25.581948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
BACKGROUND & AIMS Intraductal Papillary Mucinous Neoplasms (IPMNs) are cystic lesions and bona fide precursors for pancreatic ductal adenocarcinoma (PDAC). Recent studies have shown that pancreatic precancer is characterized by a transcriptomic program similar to gastric metaplasia. The aims of this study were to assay IPMN for pyloric markers, to identify molecular drivers, and to determine a functional role for this program in the pancreas. METHODS Pyloric marker expression was evaluated by RNA-seq and multiplex immunostaining in patient samples. Cell lines and organoids expressing KrasG12D +/- GNASR201C underwent RNA sequencing. A PyScenic-based regulon analysis was performed to identify molecular drivers, and candidates were evaluated by RNA-seq, immunostaining, and small interfering RNA knockdown. Glycosylation profiling was performed to identify GNASR201C-driven changes. Glycan abundance was evaluated in patient samples. RESULTS Pyloric markers were identified in human IPMN. GNASR201C drove expression of this program as well as an indolent phenotype characterized by distinct glycosyltransferase changes. Glycan profiling identified an increase in LacdiNAcs and loss of pro-tumorigenic Lewis antigens. Knockdown of transcription factors Spdef or Creb3l1 or chitinase treatment reduced LacdiNAc deposition and reversed the indolent phenotype. LacdiNAc and 3-sulfoLeA/C abundance discriminated low from high grade patient IPMN. CONCLUSION GNASR201C drives an indolent phenotype in IPMN by amplifying a differentiated, pyloric phenotype through SPDEF/CREB3L1 which is characterized by distinct glycans. Acting as a glycan rheostat, mutant GNAS elevates LacdiNAcs at the expense of pro-tumorigenic acidic Lewis epitopes, inhibiting cancer cell invasion and disease progression. LacdiNAc and 3-Sulfo-LeA/C are mutually exclusive and may serve as markers of disease progression.
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10
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Wang Y, Dede M, Mohanty V, Dou J, Li Z, Chen K. A statistical approach for systematic identification of transition cells from scRNA-seq data. CELL REPORTS METHODS 2024; 4:100913. [PMID: 39644902 PMCID: PMC11704623 DOI: 10.1016/j.crmeth.2024.100913] [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: 04/23/2024] [Revised: 09/01/2024] [Accepted: 11/13/2024] [Indexed: 12/09/2024]
Abstract
Decoding cellular state transitions is crucial for understanding complex biological processes in development and disease. While recent advancements in single-cell RNA sequencing (scRNA-seq) offer insights into cellular trajectories, existing tools primarily study expressional rather than regulatory state shifts. We present CellTran, a statistical approach utilizing paired-gene expression correlations to detect transition cells from scRNA-seq data without explicitly resolving gene regulatory networks. Applying our approach to various contexts, including tissue regeneration, embryonic development, preinvasive lesions, and humoral responses post-vaccination, reveals transition cells and their distinct gene expression profiles. Our study sheds light on the underlying molecular mechanisms driving cellular state transitions, enhancing our ability to identify therapeutic targets for disease interventions.
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Affiliation(s)
- Yuanxin Wang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Merve Dede
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vakul Mohanty
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jinzhuang Dou
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ziyi Li
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ken Chen
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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11
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Makino Y, Rajapakshe KI, Chellakkan Selvanesan B, Okumura T, Date K, Dutta P, Abou-Elkacem L, Sagara A, Min J, Sans M, Yee N, Siemann MJ, Enriquez J, Smith P, Bhattacharya P, Kim M, Dede M, Hart T, Maitra A, Thege FI. Metabolic reprogramming by mutant GNAS creates an actionable dependency in intraductal papillary mucinous neoplasms of the pancreas. Gut 2024; 74:75-88. [PMID: 39277181 PMCID: PMC12014225 DOI: 10.1136/gutjnl-2024-332412] [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: 03/13/2024] [Accepted: 09/04/2024] [Indexed: 09/17/2024]
Abstract
BACKGROUND Oncogenic 'hotspot' mutations of KRAS and GNAS are two major driver alterations in intraductal papillary mucinous neoplasms (IPMNs), which are bona fide precursors to pancreatic ductal adenocarcinoma. We previously reported that pancreas-specific Kras G12D and Gnas R201C co-expression in p48Cre; KrasLSL-G12D; Rosa26LSL-rtTA; Tg (TetO-GnasR201C) mice ('Kras;Gnas' mice) caused development of cystic lesions recapitulating IPMNs. OBJECTIVE We aim to unveil the consequences of mutant Gnas R201C expression on phenotype, transcriptomic profile and genomic dependencies. DESIGN We performed multimodal transcriptional profiling (bulk RNA sequencing, single-cell RNA sequencing and spatial transcriptomics) in the 'Kras;Gnas' autochthonous model and tumour-derived cell lines (Kras;Gnas cells), where Gnas R201C expression is inducible. A genome-wide CRISPR/Cas9 screen was conducted to identify potential vulnerabilities in KrasG12D;GnasR201C co-expressing cells. RESULTS Induction of Gnas R201C-and resulting G(s)alpha signalling-leads to the emergence of a gene signature of gastric (pyloric type) metaplasia in pancreatic neoplastic epithelial cells. CRISPR screening identified the synthetic essentiality of glycolysis-related genes Gpi1 and Slc2a1 in Kras G12D;Gnas R201C co-expressing cells. Real-time metabolic analyses in Kras;Gnas cells and autochthonous Kras;Gnas model confirmed enhanced glycolysis on Gnas R201C induction. Induction of Gnas R201C made Kras G12D expressing cells more dependent on glycolysis for their survival. Protein kinase A-dependent phosphorylation of the glycolytic intermediate enzyme 6-phosphofructo-2-kinase/fructose-2,6-biphosphatase 3 (PFKFB3) was a driver of increased glycolysis on Gnas R201C induction. CONCLUSION Multiple orthogonal approaches demonstrate that Kras G12D and Gnas R201C co-expression results in a gene signature of gastric pyloric metaplasia and glycolytic dependency during IPMN pathogenesis. The observed metabolic reprogramming may provide a potential target for therapeutics and interception of IPMNs.
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Affiliation(s)
- Yuki Makino
- Translational Molecular Pathology, UTMDACC, Houston, Texas, USA
- Sheikh Ahmed Center for Pancreatic Cancer Research, UTMDACC, Houston, Texas, USA
| | - Kimal I Rajapakshe
- Translational Molecular Pathology, UTMDACC, Houston, Texas, USA
- Sheikh Ahmed Center for Pancreatic Cancer Research, UTMDACC, Houston, Texas, USA
| | - Benson Chellakkan Selvanesan
- Translational Molecular Pathology, UTMDACC, Houston, Texas, USA
- Sheikh Ahmed Center for Pancreatic Cancer Research, UTMDACC, Houston, Texas, USA
| | - Takashi Okumura
- Translational Molecular Pathology, UTMDACC, Houston, Texas, USA
- Sheikh Ahmed Center for Pancreatic Cancer Research, UTMDACC, Houston, Texas, USA
| | - Kenjiro Date
- Translational Molecular Pathology, UTMDACC, Houston, Texas, USA
- Sheikh Ahmed Center for Pancreatic Cancer Research, UTMDACC, Houston, Texas, USA
| | | | - Lotfi Abou-Elkacem
- Translational Molecular Pathology, UTMDACC, Houston, Texas, USA
- Sheikh Ahmed Center for Pancreatic Cancer Research, UTMDACC, Houston, Texas, USA
| | - Akiko Sagara
- Translational Molecular Pathology, UTMDACC, Houston, Texas, USA
- Sheikh Ahmed Center for Pancreatic Cancer Research, UTMDACC, Houston, Texas, USA
| | - Jimin Min
- Translational Molecular Pathology, UTMDACC, Houston, Texas, USA
- Sheikh Ahmed Center for Pancreatic Cancer Research, UTMDACC, Houston, Texas, USA
| | - Marta Sans
- Translational Molecular Pathology, UTMDACC, Houston, Texas, USA
- Sheikh Ahmed Center for Pancreatic Cancer Research, UTMDACC, Houston, Texas, USA
| | - Nathaniel Yee
- Translational Molecular Pathology, UTMDACC, Houston, Texas, USA
- Sheikh Ahmed Center for Pancreatic Cancer Research, UTMDACC, Houston, Texas, USA
| | - Megan J Siemann
- Translational Molecular Pathology, UTMDACC, Houston, Texas, USA
- Sheikh Ahmed Center for Pancreatic Cancer Research, UTMDACC, Houston, Texas, USA
| | - Jose Enriquez
- Cancer Systems Imaging, UTMDACC, Houston, Texas, USA
| | | | | | - Michael Kim
- Surgical Oncology, UTMDACC, Houston, Texas, USA
| | - Merve Dede
- Bioinformatics & Computational Biology, UTMDACC, Houston, Texas, USA
| | - Traver Hart
- Bioinformatics & Computational Biology, UTMDACC, Houston, Texas, USA
- Department of Cancer Biology, UTMDACC, Houston, Texas, USA
| | - Anirban Maitra
- Translational Molecular Pathology, UTMDACC, Houston, Texas, USA
- Sheikh Ahmed Center for Pancreatic Cancer Research, UTMDACC, Houston, Texas, USA
| | - Fredrik Ivar Thege
- Translational Molecular Pathology, UTMDACC, Houston, Texas, USA
- Sheikh Ahmed Center for Pancreatic Cancer Research, UTMDACC, Houston, Texas, USA
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12
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Zhou S, Lin N, Yu L, Su X, Liu Z, Yu X, Gao H, Lin S, Zeng Y. Single-cell multi-omics in the study of digestive system cancers. Comput Struct Biotechnol J 2024; 23:431-445. [PMID: 38223343 PMCID: PMC10787224 DOI: 10.1016/j.csbj.2023.12.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 12/07/2023] [Accepted: 12/07/2023] [Indexed: 01/16/2024] Open
Abstract
Digestive system cancers are prevalent diseases with a high mortality rate, posing a significant threat to public health and economic burden. The diagnosis and treatment of digestive system cancer confront conventional cancer problems, such as tumor heterogeneity and drug resistance. Single-cell sequencing (SCS) emerged at times required and has developed from single-cell RNA-seq (scRNA-seq) to the single-cell multi-omics era represented by single-cell spatial transcriptomics (ST). This article comprehensively reviews the advances of single-cell omics technology in the study of digestive system tumors. While analyzing and summarizing the research cases, vital details on the sequencing platform, sample information, sampling method, and key findings are provided. Meanwhile, we summarize the commonly used SCS platforms and their features, as well as the advantages of multi-omics technologies in combination. Finally, the development trends and prospects of the application of single-cell multi-omics technology in digestive system cancer research are prospected.
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Affiliation(s)
- Shuang Zhou
- The Second Clinical Medical School of Fujian Medical University, Quanzhou, Fujian Province, China
- The Clinical Center of Molecular Diagnosis and Therapy, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Nanfei Lin
- The Clinical Center of Molecular Diagnosis and Therapy, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Liying Yu
- The Clinical Center of Molecular Diagnosis and Therapy, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Xiaoshan Su
- Department of Pulmonary and Critical Care Medicine, The Second Affiliated Hospital of Fujian Medical University, Respirology Medicine Centre of Fujian Province, Quanzhou, China
| | - Zhenlong Liu
- Lady Davis Institute for Medical Research, Jewish General Hospital, & Division of Experimental Medicine, Department of Medicine, McGill University, Montreal, QC, Canada
| | - Xiaowan Yu
- Clinical Laboratory, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Hongzhi Gao
- The Clinical Center of Molecular Diagnosis and Therapy, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Shu Lin
- Centre of Neurological and Metabolic Research, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
- Diabetes and Metabolism Division, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, NSW 2010, Australia
| | - Yiming Zeng
- Department of Pulmonary and Critical Care Medicine, The Second Affiliated Hospital of Fujian Medical University, Respirology Medicine Centre of Fujian Province, Quanzhou, China
- Fujian Provincial Key Laboratory of Lung Stem Cells, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
- Jinan Microecological Biomedicine Shandong Laboratory, Jinan, Shandong Province, China
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13
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Zhou R, Tang X, Wang Y. Emerging strategies to investigate the biology of early cancer. Nat Rev Cancer 2024; 24:850-866. [PMID: 39433978 DOI: 10.1038/s41568-024-00754-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/06/2024] [Indexed: 10/23/2024]
Abstract
Early detection and intervention of cancer or precancerous lesions hold great promise to improve patient survival. However, the processes of cancer initiation and the normal-precancer-cancer progression within a non-cancerous tissue context remain poorly understood. This is, in part, due to the scarcity of early-stage clinical samples or suitable models to study early cancer. In this Review, we introduce clinical samples and model systems, such as autochthonous mice and organoid-derived or stem cell-derived models that allow longitudinal analysis of early cancer development. We also present the emerging techniques and computational tools that enhance our understanding of cancer initiation and early progression, including direct imaging, lineage tracing, single-cell and spatial multi-omics, and artificial intelligence models. Together, these models and techniques facilitate a more comprehensive understanding of the poorly characterized early malignant transformation cascade, holding great potential to unveil key drivers and early biomarkers for cancer development. Finally, we discuss how these new insights can potentially be translated into mechanism-based strategies for early cancer detection and prevention.
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Affiliation(s)
- Ran Zhou
- Department of Neurosurgery, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Xiwen Tang
- Department of Neurosurgery, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yuan Wang
- Department of Neurosurgery, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China.
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14
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Li AL, Sugiura K, Nishiwaki N, Suzuki K, Sadeghian D, Zhao J, Maitra A, Falvo D, Chandwani R, Pitarresi JR, Sims PA, Rustgi AK. FRA1 controls acinar cell plasticity during murine Kras G12D-induced pancreatic acinar to ductal metaplasia. Dev Cell 2024; 59:3025-3042.e7. [PMID: 39178842 PMCID: PMC11576252 DOI: 10.1016/j.devcel.2024.07.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 04/17/2024] [Accepted: 07/30/2024] [Indexed: 08/26/2024]
Abstract
Acinar cells have been proposed as a cell-of-origin for pancreatic ductal adenocarcinoma (PDAC) after undergoing acinar-to-ductal metaplasia (ADM). ADM can be triggered by pancreatitis, causing acinar cells to de-differentiate to a ductal-like state. We identify FRA1 (gene name Fosl1) as the most active transcription factor during KrasG12D acute pancreatitis-mediated injury, and we have elucidated a functional role of FRA1 by generating an acinar-specific Fosl1 knockout mouse expressing KrasG12D. Using a gene regulatory network and pseudotime trajectory inferred from single-nuclei ATAC-seq and bulk RNA sequencing (RNA-seq), we hypothesized a regulatory model of the acinar-ADM-pancreatic intraepithelial neoplasia (PanIN) continuum and experimentally validated that Fosl1 knockout mice are delayed in the onset of ADM and neoplastic transformation. Our study also identifies that pro-inflammatory cytokines, such as granulocyte colony stimulating factor (G-CSF), can regulate FRA1 activity to modulate ADM. Our findings identify that FRA1 is a mediator of acinar cell plasticity and is critical for acinar cell de-differentiation and transformation.
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Affiliation(s)
- Alina L Li
- Divison of Digestive and Liver Diseases, Department of Medicine, Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Kensuke Sugiura
- Divison of Digestive and Liver Diseases, Department of Medicine, Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Noriyuki Nishiwaki
- Divison of Digestive and Liver Diseases, Department of Medicine, Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Kensuke Suzuki
- Divison of Digestive and Liver Diseases, Department of Medicine, Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY 10032, USA; Department of General Surgery, Chiba University, Chiba 260-0856, Japan
| | - Dorsay Sadeghian
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Sheikh Ahmed Pancreatic Cancer Research Center, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jun Zhao
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Sheikh Ahmed Pancreatic Cancer Research Center, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Anirban Maitra
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Sheikh Ahmed Pancreatic Cancer Research Center, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - David Falvo
- Department of Surgery and of Cell and Developmental Biology, Meyer Cancer Center, Weill-Cornell Medicine, New York, NY 10065, USA
| | - Rohit Chandwani
- Department of Surgery and of Cell and Developmental Biology, Meyer Cancer Center, Weill-Cornell Medicine, New York, NY 10065, USA
| | - Jason R Pitarresi
- Division of Hematology-Oncology, Department of Medicine, University of Massachusetts Chan School of Medicine, Worchester, MA 01655, USA
| | - Peter A Sims
- Department of Systems Biology, Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Anil K Rustgi
- Divison of Digestive and Liver Diseases, Department of Medicine, Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY 10032, USA.
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15
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Benitz S, Steep A, Nasser MM, Preall J, Mahajan UM, McQuithey H, Loveless I, Davis ET, Wen HJ, Long DW, Metzler T, Zwernik S, Louw M, Rempinski D, Salas-Escabillas DJ, Brender SM, Song L, Huang L, Theisen BK, Zhang Z, Steele NG, Regel I, Bednar F, Crawford HC. ROR2 Regulates Cellular Plasticity in Pancreatic Neoplasia and Adenocarcinoma. Cancer Discov 2024; 14:2162-2182. [PMID: 38975886 PMCID: PMC11528200 DOI: 10.1158/2159-8290.cd-24-0137] [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: 01/25/2024] [Revised: 05/06/2024] [Accepted: 06/20/2024] [Indexed: 07/09/2024]
Abstract
Cellular plasticity is a hallmark of pancreatic ductal adenocarcinoma (PDAC) starting from the conversion of normal cells into precancerous lesions, to the progression of carcinoma subtypes associated with aggressiveness and therapeutic response. We discovered that normal acinar cell differentiation, maintained by the transcription factor PDX1, suppresses a broad gastric cell identity that is maintained in metaplasia, neoplasia, and the classical subtype of PDAC in a mouse and human. We identified the receptor tyrosine kinase ROR2 as marker of a gastric metaplasia-like identity in pancreas neoplasms. Ablation of Ror2 in a mouse model of pancreatic tumorigenesis promoted a switch to a gastric pit cell identity that largely persisted through progression to the classical subtype of PDAC. In both human and mouse pancreatic cancer, ROR2 activity continued to antagonize the gastric pit cell identity, strongly promoting an epithelial to mesenchymal transition, conferring resistance to KRAS inhibition, and vulnerability to AKT inhibition. Significance: We discovered the receptor tyrosine kinase ROR2 as an important regulator of cellular identity in pancreatic precancerous lesions and pancreatic cancer. ROR2 drives an aggressive PDAC phenotype and confers resistance to KRAS inhibitors, suggesting that targeting ROR2 will enhance sensitivity to this new generation of targeted therapies. See related commentary by Marasco and Misale, p. 2018.
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Affiliation(s)
- Simone Benitz
- Department of Surgery, Henry Ford Health, Detroit, Michigan
| | - Alec Steep
- Center of Translational Data Science, University of Chicago, Chicago, Illinois
| | | | - Jonathan Preall
- Cold Spring Harbor Laboratory Cancer Center, Cold Spring Harbor, New York
| | | | | | - Ian Loveless
- Department of Public Health Sciences, Henry Ford Health, Detroit, Michigan
| | - Erick T. Davis
- Department of Surgery, Henry Ford Health, Detroit, Michigan
| | - Hui-Ju Wen
- Department of Surgery, Henry Ford Health, Detroit, Michigan
| | - Daniel W. Long
- Department of Surgery, Henry Ford Health, Detroit, Michigan
| | - Thomas Metzler
- Comparative Experimental Pathology (CEP), Institute of Pathology, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Samuel Zwernik
- Department of Surgery, Henry Ford Health, Detroit, Michigan
| | - Michaela Louw
- Department of Surgery, Henry Ford Health, Detroit, Michigan
| | | | | | | | - Linghao Song
- Center of Translational Data Science, University of Chicago, Chicago, Illinois
| | - Ling Huang
- Department of Surgery, Henry Ford Health, Detroit, Michigan
| | | | - Zhenyu Zhang
- Center of Translational Data Science, University of Chicago, Chicago, Illinois
| | - Nina G. Steele
- Department of Surgery, Henry Ford Health, Detroit, Michigan
- Department of Pathology, Wayne State University, Detroit, Michigan
- Department of Pharmacology and Toxicology, Michigan State University, Lansing, Michigan
- Department of Oncology, Wayne State University, Detroit, Michigan
| | - Ivonne Regel
- Department of Medicine II, University Hospital, LMU Munich, Munich, Germany
| | - Filip Bednar
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Howard C. Crawford
- Department of Surgery, Henry Ford Health, Detroit, Michigan
- Department of Pharmacology and Toxicology, Michigan State University, Lansing, Michigan
- Department of Oncology, Wayne State University, Detroit, Michigan
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16
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Maurin L, Marselli L, Boissel M, Ning L, Boutry R, Fernandes J, Suleiman M, De Luca C, Leloire A, Pascat V, Toussaint B, Amanzougarene S, Derhourhi M, Jörns A, Lenzen S, Pattou F, Kerr-Conte J, Canouil M, Marchetti P, Bonnefond A, Froguel P, Khamis A. PNLIPRP1 Hypermethylation in Exocrine Pancreas Links Type 2 Diabetes and Cholesterol Metabolism. Diabetes 2024; 73:1908-1918. [PMID: 39137110 DOI: 10.2337/db24-0215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 07/31/2024] [Indexed: 08/15/2024]
Abstract
We postulated that type 2 diabetes (T2D) predisposes patients to exocrine pancreatic diseases through (epi)genetic mechanisms. We explored the methylome (using MethylationEPIC arrays) of the exocrine pancreas in 141 donors, assessing the impact of T2D. An epigenome-wide association study of T2D identified hypermethylation in an enhancer of the pancreatic lipase-related protein 1 (PNLIPRP1) gene, associated with decreased PNLIPRP1 expression. PNLIPRP1 null variants (found in 191,000 participants in the UK Biobank) were associated with elevated glycemia and LDL cholesterol. Mendelian randomization using 2.5M SNP Omni arrays in 111 donors revealed that T2D was causal of PNLIPRP1 hypermethylation, which in turn was causal of LDL cholesterol. Additional AR42J rat exocrine cell analyses demonstrated that Pnliprp1 knockdown induced acinar-to-ductal metaplasia, a known prepancreatic cancer state, and increased cholesterol levels, reversible with statin. This (epi)genetic study suggests a role for PNLIPRP1 in human metabolism and exocrine pancreatic function, with potential implications for pancreatic diseases. ARTICLE HIGHLIGHTS
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Affiliation(s)
- Lucas Maurin
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
- Lille University Hospital, University of Lille, Lille, France
| | - Lorella Marselli
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Mathilde Boissel
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
- Lille University Hospital, University of Lille, Lille, France
| | - Lijiao Ning
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
- Lille University Hospital, University of Lille, Lille, France
| | - Raphael Boutry
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
- Lille University Hospital, University of Lille, Lille, France
| | - Justine Fernandes
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
- Lille University Hospital, University of Lille, Lille, France
| | - Mara Suleiman
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Carmela De Luca
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Audrey Leloire
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
- Lille University Hospital, University of Lille, Lille, France
| | - Vincent Pascat
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
- Lille University Hospital, University of Lille, Lille, France
| | - Bénédicte Toussaint
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
- Lille University Hospital, University of Lille, Lille, France
| | - Souhila Amanzougarene
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
- Lille University Hospital, University of Lille, Lille, France
| | - Mehdi Derhourhi
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
- Lille University Hospital, University of Lille, Lille, France
| | - Anne Jörns
- Institute of Clinical Biochemistry, Hannover Medical School, Hannover, Germany
| | - Sigurd Lenzen
- Institute of Clinical Biochemistry, Hannover Medical School, Hannover, Germany
| | - François Pattou
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
| | - Julie Kerr-Conte
- University of Lille, Inserm, Centre Hospitalier Universitaire Lille, Lille Pasteur Institute, U1190, EGID, Lille, France
| | - Mickaël Canouil
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
| | - Piero Marchetti
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Amélie Bonnefond
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
- Lille University Hospital, University of Lille, Lille, France
- Section of Genomics of Common Disease, Department of Metabolism, Imperial College London, London, U.K
| | - Philippe Froguel
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
- Lille University Hospital, University of Lille, Lille, France
- Section of Genomics of Common Disease, Department of Metabolism, Imperial College London, London, U.K
| | - Amna Khamis
- INSERM UMR 1283, CNRS UMR 8199, European Genomic Institute for Diabetes, Institut Pasteur de Lille, Lille, France
- Lille University Hospital, University of Lille, Lille, France
- Section of Genomics of Common Disease, Department of Metabolism, Imperial College London, London, U.K
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17
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Lu B, Qiu R, Wei J, Wang L, Zhang Q, Li M, Zhan X, Chen J, Hsieh IY, Yang C, Zhang J, Sun Z, Zhu Y, Jiang T, Zhu H, Li J, Zhao W. Phase separation of phospho-HDAC6 drives aberrant chromatin architecture in triple-negative breast cancer. NATURE CANCER 2024; 5:1622-1640. [PMID: 39198689 DOI: 10.1038/s43018-024-00816-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Accepted: 07/30/2024] [Indexed: 09/01/2024]
Abstract
How dysregulated liquid-liquid phase separation (LLPS) contributes to the oncogenesis of female triple-negative breast cancer (TNBC) remains unknown. Here we demonstrate that phosphorylated histone deacetylase 6 (phospho-HDAC6) forms LLPS condensates in the nuclei of TNBC cells that are essential for establishing aberrant chromatin architecture. The disordered N-terminal domain and phosphorylated residue of HDAC6 facilitate effective LLPS, whereas nuclear export regions exert a negative dominant effect. Through phase-separation-based screening, we identified Nexturastat A as a specific disruptor of phospho-HDAC6 condensates, which effectively suppresses tumor growth. Mechanistically, importin-β interacts with phospho-HDAC6, promoting its translocation to the nucleus, where 14-3-3θ mediates the condensate formation. Disruption of phospho-HDAC6 LLPS re-established chromatin compartments and topologically associating domain boundaries, leading to disturbed chromatin loops. The phospho-HDAC6-induced aberrant chromatin architecture affects chromatin accessibility, histone acetylation, RNA polymerase II elongation and transcriptional profiles in TNBC. This study demonstrates phospho-HDAC6 LLPS as an emerging mechanism underlying the dysregulation of chromatin architecture in TNBC.
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Affiliation(s)
- Bing Lu
- Medical Research Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Ru Qiu
- Center for Stem Cell Biology and Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
| | - Jiatian Wei
- Center for Stem Cell Biology and Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
| | - Li Wang
- Department of Anesthesiology, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Qinkai Zhang
- Center for Stem Cell Biology and Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
| | - Mingsen Li
- Center for Stem Cell Biology and Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
| | - Xiudan Zhan
- Center for Stem Cell Biology and Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
| | - Jian Chen
- Center for Stem Cell Biology and Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
| | - I-Yun Hsieh
- Shunde Hospital (The First People's Hospital of Shunde), Southern Medical University, Foshan, China
| | - Ciqiu Yang
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Jing Zhang
- Department of Breast and Thyroid Surgery, Guangzhou Women and Children's Medical Center, Guangzhou, China
| | - Zicheng Sun
- Department of Breast and Thyroid Surgery, Guangzhou Women and Children's Medical Center, Guangzhou, China
| | - Yifan Zhu
- Center for Stem Cell Biology and Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
| | - Tao Jiang
- Center for Stem Cell Biology and Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
| | - Han Zhu
- Center for Stem Cell Biology and Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
| | - Jie Li
- Department of Breast and Thyroid Surgery, Guangzhou Women and Children's Medical Center, Guangzhou, China.
- Department of Thyroid Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
| | - Wei Zhao
- Medical Research Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
- Center for Stem Cell Biology and Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China.
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18
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Alnaqbi H, Becker LM, Mousa M, Alshamsi F, Azzam SK, Emini Veseli B, Hymel LA, Alhosani K, Alhusain M, Mazzone M, Alsafar H, Carmeliet P. Immunomodulation by endothelial cells: prospects for cancer therapy. Trends Cancer 2024; 10:1072-1091. [PMID: 39289084 DOI: 10.1016/j.trecan.2024.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 07/26/2024] [Accepted: 08/09/2024] [Indexed: 09/19/2024]
Abstract
Growing evidence highlights the importance of tumor endothelial cells (TECs) in the tumor microenvironment (TME) for promoting tumor growth and evading immune responses. Immunomodulatory endothelial cells (IMECs) represent a distinct plastic phenotype of ECs that exerts the ability to modulate immunity in health and disease. This review discusses our current understanding of IMECs in cancer biology, scrutinizing insights from single-cell reports to compare their characteristics and function dynamics across diverse tumor types, conditions, and species. We investigate possible implications of exploiting IMECs in the context of cancer treatment, particularly examining their influence on the efficacy of existing therapies and the potential to leverage them as targets in optimizing immunotherapeutic strategies.
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Affiliation(s)
- Halima Alnaqbi
- Center for Biotechnology, Khalifa University, Abu Dhabi, United Arab Emirates; Department of Biomedical Engineering and Biotechnology, Khalifa University, Abu Dhabi, United Arab Emirates
| | - Lisa M Becker
- Laboratory of Angiogenesis and Vascular Metabolism, Center for Cancer Biology, VIB, Department of Oncology, University of Leuven, Leuven, Belgium
| | - Mira Mousa
- Center for Biotechnology, Khalifa University, Abu Dhabi, United Arab Emirates; Department of Public Health and Epidemiology, Khalifa University, Abu Dhabi, United Arab Emirates
| | - Fatima Alshamsi
- Center for Biotechnology, Khalifa University, Abu Dhabi, United Arab Emirates; Laboratory of Angiogenesis and Vascular Metabolism, Center for Cancer Biology, VIB, Department of Oncology, University of Leuven, Leuven, Belgium
| | - Sarah K Azzam
- Center for Biotechnology, Khalifa University, Abu Dhabi, United Arab Emirates
| | - Besa Emini Veseli
- Laboratory of Angiogenesis and Vascular Metabolism, Center for Cancer Biology, VIB, Department of Oncology, University of Leuven, Leuven, Belgium
| | - Lauren A Hymel
- Laboratory of Angiogenesis and Vascular Metabolism, Center for Cancer Biology, VIB, Department of Oncology, University of Leuven, Leuven, Belgium
| | - Khalood Alhosani
- Department of Biological Sciences, College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, United Arab Emirates
| | - Marwa Alhusain
- Department of Biological Sciences, College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, United Arab Emirates
| | - Massimiliano Mazzone
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, VIB, Leuven, Belgium; Laboratory of Tumor Inflammation and Angiogenesis, Department of Oncology, KU Leuven, Leuven, Belgium.
| | - Habiba Alsafar
- Center for Biotechnology, Khalifa University, Abu Dhabi, United Arab Emirates; Department of Biomedical Engineering and Biotechnology, Khalifa University, Abu Dhabi, United Arab Emirates
| | - Peter Carmeliet
- Center for Biotechnology, Khalifa University, Abu Dhabi, United Arab Emirates; Laboratory of Angiogenesis and Vascular Metabolism, Center for Cancer Biology, VIB, Department of Oncology, University of Leuven, Leuven, Belgium.
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19
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Zhou Y, Komnick MR, Sepulveda F, Liu G, Nieves-Ortiz E, Meador K, Ndatabaye O, Fatkhullina A, Wu-Woods NJ, Naydenkov PM, Kent J, Christiansen N, Madariaga ML, Witkowski P, Ismagilov RF, Esterházy D. Inducible, but not constitutive, pancreatic REG/Reg isoforms are regulated by intestinal microbiota and pancreatic diseases. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.18.619139. [PMID: 39484594 PMCID: PMC11526982 DOI: 10.1101/2024.10.18.619139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
The REG / Reg gene locus encodes for a conserved family of potent antimicrobial but also pancreatitis-associated proteins. Here we investigated whether REG/Reg family members differ in their baseline expression levels and abilities to be regulated in the pancreas and gut upon perturbations. We found, in human and mouse, pancreas and gut differed in REG / Reg isoform levels and preferences, with duodenum most resembling the pancreas. Pancreatic acinar cells and intestinal enterocytes were the dominant REG producers. Intestinal symbiotic microbes regulated the expression of the same, select Reg members in gut and pancreas. These Reg members had the most STAT3-binding sites close to the transcription start sites and were partially IL-22 dependent. We thus categorized them as "inducible" and others as "constitutive". Indeed, also in models of pancreatic-ductal adenocarcinoma and pancreatitis, only inducible Reg members were upregulated in pancreas. While intestinal Reg expression remained unchanged upon pancreatic perturbation, pancreatitis altered the microbial composition of the duodenum and feces shortly after disease onset. Our study reveals differential usage and regulation of REG / Reg isoforms as a mechanism for tissue-specific innate immunity, highlights the intimate connection of pancreas and duodenum, and implies a gut-to-pancreas communication axis resulting in a coordinated Reg response.
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20
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Zhang J, Xiang L, Sun W, Feng M, Chen Z, Mo H, Ma H, Yang L, Kuang S, Hu Y, Guo J, Li Y, Yuan W. Single cell RNA sequencing provides novel cellular transcriptional profiles and underlying pathogenesis of presbycusis. BMC Med Genomics 2024; 17:237. [PMID: 39350266 PMCID: PMC11441099 DOI: 10.1186/s12920-024-02001-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 08/29/2024] [Indexed: 10/04/2024] Open
Abstract
Age-related hearing loss (ARHL) or presbycusis is associated with irreversible progressive damage in the inner ear, where the sound is transduced into electrical signal; but the detailed mechanism remains unclear. Here, we sought to determine the potential molecular mechanism involved in the pathogeneses of ARHL with bioinformatics methods. A single-cell transcriptome sequencing study was performed on the cochlear samples from young and aged mice. Detection of identified cell type marker allowed us to screen 18 transcriptional clusters, including myeloid cells, epithelial cells, B cells, endothelial cells, fibroblasts, T cells, inner pillar cells, neurons, inner phalangeal cells, and red blood cells. Cell-cell communications were analyzed between young and aged cochlear tissue samples by using the latest integration algorithms Cellchat. A total of 56 differentially expressed genes were screened between the two groups. Functional enrichment analysis showed these genes were mainly involved in immune, oxidative stress, apoptosis, and metabolic processes. The expression levels of crucial genes in cochlear tissues were further verified by immunohistochemistry. Overall, this study provides new theoretical support for the development of clinical therapeutic drugs.
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Affiliation(s)
- Juhong Zhang
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, No.118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, China
| | - Lili Xiang
- Department of Otorhinolaryngology Head and Neck Surgery and Hearing Screening and Diagnosis Center, Jinan Maternity and Child Care Hospital, Jinan, Shandong, China
| | - Wenfang Sun
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, No.118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, China
| | - Menglong Feng
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, No.118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, China
| | - Zhiji Chen
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, No.118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, China
| | - Hailan Mo
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, No.118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, China
| | - Haizhu Ma
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, No.118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, China
| | - Li Yang
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, No.118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, China
| | - Shaojing Kuang
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, No.118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, China
| | - Yaqin Hu
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, No.118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, China
| | - Jialin Guo
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, No.118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, China
| | - Yijun Li
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, No.118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, China
| | - Wei Yuan
- Department of Otorhinolaryngology Head and Neck Surgery, Chongqing General Hospital, No.118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, China.
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21
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Castro-Pando S, Howell RM, Li L, Mascaro M, Faraoni EY, Le Roux O, Romanin D, Tahan V, Riquelme E, Zhang Y, Kolls JK, Allison JP, Lozano G, Moghaddam SJ, McAllister F. Pancreatic Epithelial IL17/IL17RA Signaling Drives B7-H4 Expression to Promote Tumorigenesis. Cancer Immunol Res 2024; 12:1170-1183. [PMID: 38842383 PMCID: PMC11369627 DOI: 10.1158/2326-6066.cir-23-0527] [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: 06/29/2023] [Revised: 02/16/2024] [Accepted: 06/03/2024] [Indexed: 06/07/2024]
Abstract
IL17 is required for the initiation and progression of pancreatic cancer, particularly in the context of inflammation, as previously shown by genetic and pharmacological approaches. However, the cellular compartment and downstream molecular mediators of IL17-mediated pancreatic tumorigenesis have not been fully identified. This study examined the cellular compartment required by generating transgenic animals with IL17 receptor A (IL17RA), which was genetically deleted from either the pancreatic epithelial compartment or the hematopoietic compartment via generation of IL17RA-deficient (IL17-RA-/-) bone marrow chimeras, in the context of embryonically activated or inducible Kras. Deletion of IL17RA from the pancreatic epithelial compartment, but not from hematopoietic compartment, resulted in delayed initiation and progression of premalignant lesions and increased infiltration of CD8+ cytotoxic T cells to the tumor microenvironment. Absence of IL17RA in the pancreatic compartment affected transcriptional profiles of epithelial cells, modulating stemness, and immunological pathways. B7-H4, a known inhibitor of T-cell activation encoded by the gene Vtcn1, was the checkpoint molecule most upregulated via IL17 early during pancreatic tumorigenesis, and its genetic deletion delayed the development of pancreatic premalignant lesions and reduced immunosuppression. Thus, our data reveal that pancreatic epithelial IL17RA promotes pancreatic tumorigenesis by reprogramming the immune pancreatic landscape, which is partially orchestrated by regulation of B7-H4. Our findings provide the foundation of the mechanisms triggered by IL17 to mediate pancreatic tumorigenesis and reveal the avenues for early pancreatic cancer immune interception. See related Spotlight by Lee and Pasca di Magliano, p. 1130.
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Affiliation(s)
- Susana Castro-Pando
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Rian M. Howell
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Le Li
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Marilina Mascaro
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, Texas
- CONICET, Buenos Aires, Argentina.
| | - Erika Y. Faraoni
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Olivereen Le Roux
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - David Romanin
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Virginia Tahan
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Erick Riquelme
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yu Zhang
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jay K. Kolls
- Department of Medicine and Pediatrics, Tulane School of Medicine, New Orleans, Louisiana.
| | - James P. Allison
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Guillermina Lozano
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Seyed J. Moghaddam
- Department of Pulmonary Medicine, University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Florencia McAllister
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Department of Gastrointestinal Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas.
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Chan ASL, Zhu H, Narita M, Cassidy LD, Young ARJ, Bermejo-Rodriguez C, Janowska AT, Chen HC, Gough S, Oshimori N, Zender L, Aitken SJ, Hoare M, Narita M. Titration of RAS alters senescent state and influences tumour initiation. Nature 2024; 633:678-685. [PMID: 39112713 PMCID: PMC11410659 DOI: 10.1038/s41586-024-07797-z] [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: 04/20/2023] [Accepted: 07/05/2024] [Indexed: 08/17/2024]
Abstract
Oncogenic RAS-induced senescence (OIS) is an autonomous tumour suppressor mechanism associated with premalignancy1,2. Achieving this phenotype typically requires a high level of oncogenic stress, yet the phenotype provoked by lower oncogenic dosage remains unclear. Here we develop oncogenic RAS dose-escalation models in vitro and in vivo, revealing a RAS dose-driven non-linear continuum of downstream phenotypes. In a hepatocyte OIS model in vivo, ectopic expression of NRAS(G12V) does not induce tumours, in part owing to OIS-driven immune clearance3. Single-cell RNA sequencing analyses reveal distinct hepatocyte clusters with typical OIS or progenitor-like features, corresponding to high and intermediate levels of NRAS(G12V), respectively. When titred down, NRAS(G12V)-expressing hepatocytes become immune resistant and develop tumours. Time-series monitoring at single-cell resolution identifies two distinct tumour types: early-onset aggressive undifferentiated and late-onset differentiated hepatocellular carcinoma. The molecular signature of each mouse tumour type is associated with different progenitor features and enriched in distinct human hepatocellular carcinoma subclasses. Our results define the oncogenic dosage-driven OIS spectrum, reconciling the senescence and tumour initiation phenotypes in early tumorigenesis.
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Affiliation(s)
- Adelyne S L Chan
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Haoran Zhu
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Masako Narita
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Liam D Cassidy
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Andrew R J Young
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | | | - Aleksandra T Janowska
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Hung-Chang Chen
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Sarah Gough
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Naoki Oshimori
- Department of Cell, Developmental and Cancer Biology, Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
| | - Lars Zender
- Department of Medical Oncology and Pneumology, University Hospital Tuebingen, Tuebingen, Germany
- German Cancer Research Consortium (DKTK), Partner Site Tübingen, German Cancer Research Center (DKFZ), Heidelberg, Germany
- iFIT Cluster of Excellence EXC 2180 Image Guided and Functionally Instructed Tumor Therapies, University of Tuebingen, Tuebingen, Germany
- Tuebingen Center for Academic Drug Discovery and Development (TüCAD2), Tübingen, Germany
| | - Sarah J Aitken
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
- Medical Research Council Toxicology Unit, University of Cambridge, Cambridge, UK
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Matthew Hoare
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
- Early Cancer Institute, Hutchison Research Centre, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Masashi Narita
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK.
- Tokyo Tech World Research Hub Initiative (WRHI), Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, Japan.
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Li J, Wang D, Tang F, Ling X, Zhang W, Zhang Z. Pan-cancer integrative analyses dissect the remodeling of endothelial cells in human cancers. Natl Sci Rev 2024; 11:nwae231. [PMID: 39345334 PMCID: PMC11429526 DOI: 10.1093/nsr/nwae231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 06/04/2024] [Accepted: 06/23/2024] [Indexed: 10/01/2024] Open
Abstract
Therapeutics targeting tumor endothelial cells (TECs) have been explored for decades, with only suboptimal efficacy achieved, partly due to an insufficient understanding of the TEC heterogeneity across cancer patients. We integrated single-cell RNA-seq data of 575 cancer patients from 19 solid tumor types, comprehensively charting the TEC phenotypic diversities. Our analyses uncovered underappreciated compositional and functional heterogeneity in TECs from a pan-cancer perspective. Two subsets, CXCR4 + tip cells and SELE + veins, represented the prominent angiogenic and proinflammatory phenotypes of TECs, respectively. They exhibited distinct spatial organization patterns, and compared to adjacent non-tumor tissues, tumor tissue showed an increased prevalence of CXCR4 + tip cells, yet with SELE + veins depleted. Such functional and spatial characteristics underlie their differential associations with the response of anti-angiogenic therapies and immunotherapies. Our integrative resources and findings open new avenues to understand and clinically intervene in the tumor vasculature.
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Affiliation(s)
- Jinhu Li
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences, Peking University, Beijing 100871, China
| | - Dongfang Wang
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences, Peking University, Beijing 100871, China
| | - Fei Tang
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences, Peking University, Beijing 100871, China
- Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Xinnan Ling
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences, Peking University, Beijing 100871, China
| | - Wenjie Zhang
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences, Peking University, Beijing 100871, China
| | - Zemin Zhang
- Biomedical Pioneering Innovation Center (BIOPIC), School of Life Sciences, Peking University, Beijing 100871, China
- Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
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24
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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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25
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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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Bodas C, Felipe I, Chanez B, Lafarga M, López de Maturana E, Martínez-de-Villarreal J, Del Pozo N, Malumbres M, Vargiu P, Cayuela A, Peset I, Connelly KE, Hoskins JW, Méndez R, Amundadottir LT, Malats N, Ortega S, Real FX. A common CTRB misfolding variant associated with pancreatic cancer risk causes ER stress and inflammation in mice. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.23.604778. [PMID: 39211105 PMCID: PMC11361044 DOI: 10.1101/2024.07.23.604778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Objective Genome wide association studies have identified an exon 6 CTRB2 deletion variant that associates with increased risk of pancreatic cancer. To acquire evidence on its causal role, we developed a new mouse strain carrying an equivalent variant in Ctrb1 , the mouse orthologue of CTRB2 . Design We used CRISPR/Cas9 to introduce a 707bp deletion in Ctrb1 encompassing exon 6 ( Ctrb1 Δexon6 ). This mutation closely mimics the human deletion variant. Mice carrying the mutant allele were extensively profiled at 3 months to assess their phenotype. Results Ctrb1 Δexon6 mutant mice express a truncated CTRB1 that accumulates in the ER. The pancreas of homozygous mutant mice displays reduced chymotrypsin activity and total protein synthesis. The histological aspect of the pancreas is inconspicuous but ultrastructural analysis shows evidence of dramatic ER stress and cytoplasmic and nuclear inclusions. Transcriptomic analyses of the pancreas of mutant mice reveals acinar program down-regulation and increased activity of ER stress-related and inflammatory pathways. Heterozygous mice have an intermediate phenotype. Agr2 is one of the most up-regulated genes in mutant pancreata. Ctrb1 Δexon6 mice exhibit impaired recovery from acute caerulein-induced pancreatitis. Administration of TUDCA or sulindac partially alleviates the phenotype. A transcriptomic signature derived from the mutant pancreata is significantly enriched in normal human pancreas of CTRB2 exon 6 deletion variant carriers from the GTEx cohort. Conclusions This mouse strain provides formal evidence that the Ctrb1 Δexon6 variant causes ER stress and inflammation in vivo , providing an excellent model to understand its contribution to pancreatic ductal adenocarcinoma development and to identify preventive strategies. SUMMARY BOX What is already known about this subject?: - CTRB2 is one of the most abundant proteins produced by human pancreatic acinar cells. - A common exon 6 deletion variant in CTRB2 has been associated with an increased risk of pancreatic ductal adenocarcinoma. - Misfolding of digestive enzymes is associated with pancreatic pathology.What are the new findings?: - We developed a novel genetic model that recapitulates the human CTRB2 deletion variant in the mouse orthologue, Ctrb1 . - Truncated CTRB1 misfolds and accumulates in the ER; yet, mutant mice display a histologically normal pancreas at 3 months age.- CTRB1 and associated chaperones colocalize in the ER, the cytoplasm, and the nucleus of acinar cells.- Transcriptomics analysis reveals reduced activity of the acinar program and increased activity of pathways involved in ER stress, unfolded protein response, and inflammation.- Mutant mice are sensitized to pancreatic damage and do not recover properly from a mild caerulein-induced pancreatitis.- TUDCA administration partially relieves the ER stress in mutant mice.How might it impact on clinical practice in the foreseeable future?: - The new mouse model provides a tool to identify the mechanisms leading to increased pancreatic cancer risk in CTRB2 exon 6 carriers. - The findings suggest that drugs that cause ER stress relief and/or reduce inflammation might provide preventive opportunities.
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27
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Høj K, Baldan J, Seymour PA, Rift CV, Hasselby JP, Sandelin A, Arnes L. Age-Related Decline in Pancreas Regeneration Is Associated With an Increased Proinflammatory Response to Injury. GASTRO HEP ADVANCES 2024; 3:973-985. [PMID: 39286614 PMCID: PMC11403435 DOI: 10.1016/j.gastha.2024.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 07/03/2024] [Indexed: 09/19/2024]
Abstract
Background and Aims The regenerative capacity of the pancreas diminishes with age. Understanding acinar cell responses to injury and the resolution of regenerative processes is crucial for tissue homeostasis. However, knowledge about the impact of aging on these processes remains limited. Methods To investigate the influence of aging on pancreas regeneration, we established a cohort of young (7-14 weeks) and old (18 months) C57bl/6 mice. Experimental pancreatitis was induced using caerulein, and pancreas samples were collected at various time points after induction, covering acute damage response, inflammation, peak proliferation, and inflammation resolution. Our analysis involved immunohistochemistry, quantitative imaging, and gene expression analyses. Results Our study revealed a significant decline in the regenerative capacity of the pancreas in old mice. Despite similar morphology and transcriptional profiles between the pancreas of young and old mice under homeostasis, the aged pancreas is primed to generate an exacerbated proinflammatory reaction in response to injury. Specifically, we observed notable upregulation of Junb expression in acinar cells and aberrant myofibroblast activation in the aged pancreas. Conclusion The response of acinar cells to injury in the pancreas of aged mice is characterized by an increased susceptibility to inflammation and stromal reactions. Our findings uncover a pre-existing proinflammatory state in aged acinar cells, offering insights into potential strategies to prevent the onset of pancreatic insufficiency and the development of inflammatory conditions. These insights hold implications for preventing conditions such as chronic pancreatitis and pancreatic ductal adenocarcinoma.
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Affiliation(s)
- Kristina Høj
- Biotech Research and Innovation Centre (BRIC), University of Copenhagen, Copenhagen, Denmark
| | - Jonathan Baldan
- Biotech Research and Innovation Centre (BRIC), University of Copenhagen, Copenhagen, Denmark
| | - Philip Allan Seymour
- Biotech Research and Innovation Centre (BRIC), University of Copenhagen, Copenhagen, Denmark
| | - Charlotte Vestrup Rift
- Department of Pathology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Jane Preuss Hasselby
- Department of Pathology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Albin Sandelin
- Biotech Research and Innovation Centre (BRIC), University of Copenhagen, Copenhagen, Denmark
- Department of Biology, University of Copenhagen Copenhagen, Denmark
| | - Luis Arnes
- Biotech Research and Innovation Centre (BRIC), University of Copenhagen, Copenhagen, Denmark
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Cui N, Xu X, Zhou F. Single-cell technologies in psoriasis. Clin Immunol 2024; 264:110242. [PMID: 38750947 DOI: 10.1016/j.clim.2024.110242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 03/30/2024] [Accepted: 05/01/2024] [Indexed: 05/24/2024]
Abstract
Psoriasis is a chronic and recurrent inflammatory skin disorder. The primary manifestation of psoriasis arises from disturbances in the cutaneous immune microenvironment, but the specific functions of the cellular components within this microenvironment remain unknown. Recent advancements in single-cell technologies have enabled the detection of multi-omics at the level of individual cells, including single-cell transcriptome, proteome, and metabolome, which have been successfully applied in studying autoimmune diseases, and other pathologies. These techniques allow the identification of heterogeneous cell clusters and their varying contributions to disease development. Considering the immunological traits of psoriasis, an in-depth exploration of immune cells and their interactions with cutaneous parenchymal cells can markedly advance our comprehension of the mechanisms underlying the onset and recurrence of psoriasis. In this comprehensive review, we present an overview of recent applications of single-cell technologies in psoriasis, aiming to improve our understanding of the underlying mechanisms of this disorder.
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Affiliation(s)
- Niannian Cui
- First School of Clinical Medicine, Anhui Medical University, Hefei 230032, China
| | - Xiaoqing Xu
- Department of Dermatology, the First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230031, China; Institute of Dermatology, Anhui Medical University, Hefei, Anhui 230022, China; The Key Laboratory of Dermatology, Ministry of Education, Anhui Medical University, Hefei, China; Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Hefei, Anhui 230022, China
| | - Fusheng Zhou
- Department of Dermatology, the First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230031, China; Institute of Dermatology, Anhui Medical University, Hefei, Anhui 230022, China; The Key Laboratory of Dermatology, Ministry of Education, Anhui Medical University, Hefei, China; Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Hefei, Anhui 230022, China.
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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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Abstract
All cancers arise from normal cells whose progeny acquire the cancer-initiating mutations and epigenetic modifications leading to frank tumorigenesis. The identity of those "cells-of-origin" has historically been a source of controversy across tumor types, as it has not been possible to witness the dynamic events giving rise to human tumors. Genetically engineered mouse models (GEMMs) of cancer provide an invaluable substitute, enabling researchers to interrogate the competence of various naive cellular compartments to initiate tumors in vivo. Researchers using these models have relied on lineage-specific promoters, knowledge of preneoplastic disease states in humans, and technical advances allowing more precise manipulations of the mouse germline. These approaches have given rise to the emerging view that multiple lineages within a given organ may generate tumors with similar histopathology. Here, we review some of the key studies leading to this conclusion in solid tumors and highlight the biological and clinical ramifications.
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Affiliation(s)
- Jason R Pitarresi
- Division of Hematology and Oncology, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts 01655, USA
- Department of Molecular, Cell, and Cancer Biology, University of Massachusetts Chan Medical School, Worcester, Massachusetts 01655, USA
| | - Ben Z Stanger
- Division of Gastroenterology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania 19104, USA
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31
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Aney KJ, Jeong WJ, Vallejo AF, Burdziak C, Chen E, Wang A, Koak P, Wise K, Jensen K, Pe'er D, Dougan SK, Martelotto L, Nissim S. Novel Approach for Pancreas Transcriptomics Reveals the Cellular Landscape in Homeostasis and Acute Pancreatitis. Gastroenterology 2024; 166:1100-1113. [PMID: 38325760 PMCID: PMC11102849 DOI: 10.1053/j.gastro.2024.01.043] [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: 06/08/2023] [Revised: 01/27/2024] [Accepted: 01/30/2024] [Indexed: 02/09/2024]
Abstract
BACKGROUND & AIMS Acinar cells produce digestive enzymes that impede transcriptomic characterization of the exocrine pancreas. Thus, single-cell RNA-sequencing studies of the pancreas underrepresent acinar cells relative to histological expectations, and a robust approach to capture pancreatic cell responses in disease states is needed. We sought to innovate a method that overcomes these challenges to accelerate study of the pancreas in health and disease. METHODS We leverage FixNCut, a single-cell RNA-sequencing approach in which tissue is reversibly fixed with dithiobis(succinimidyl propionate) before dissociation and single-cell preparation. We apply FixNCut to an established mouse model of acute pancreatitis, validate findings using GeoMx whole transcriptome atlas profiling, and integrate our data with prior studies to compare our method in both mouse and human pancreas datasets. RESULTS FixNCut achieves unprecedented definition of challenging pancreatic cells, including acinar and immune populations in homeostasis and acute pancreatitis, and identifies changes in all major cell types during injury and recovery. We define the acinar transcriptome during homeostasis and acinar-to-ductal metaplasia and establish a unique gene set to measure deviation from normal acinar identity. We characterize pancreatic immune cells, and analysis of T-cell subsets reveals a polarization of the homeostatic pancreas toward type-2 immunity. We report immune responses during acute pancreatitis and recovery, including early neutrophil infiltration, expansion of dendritic cell subsets, and a substantial shift in the transcriptome of macrophages due to both resident macrophage activation and monocyte infiltration. CONCLUSIONS FixNCut preserves pancreatic transcriptomes to uncover novel cell states during homeostasis and following pancreatitis, establishing a broadly applicable approach and reference atlas for study of pancreas biology and disease.
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Affiliation(s)
- Katherine J Aney
- Biological and Biomedical Sciences Program, Harvard Medical School, Boston, Massachusetts; Health Sciences & Technology Program, Harvard-MIT, Boston, Massachusetts; Genetics Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Woo-Jeong Jeong
- Genetics Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | - Cassandra Burdziak
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ethan Chen
- Genetics Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Austin Wang
- Harvard University, Cambridge, Massachusetts
| | - Pal Koak
- Genetics Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Kellie Wise
- Adelaide Centre for Epigenetics (ACE), University of Adelaide, South Australia, Australia; South Australian immunoGENomics Cancer Institute (SAiGENCI), University of Adelaide, South Australia, Australia
| | - Kirk Jensen
- Adelaide Centre for Epigenetics (ACE), University of Adelaide, South Australia, Australia; South Australian immunoGENomics Cancer Institute (SAiGENCI), University of Adelaide, South Australia, Australia; Australian Genome Research Facility, Melbourne, Victoria, Australia
| | - Dana Pe'er
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York; Howard Hughes Medical Institute, Chevy Chase, Maryland
| | - Stephanie K Dougan
- Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Luciano Martelotto
- Adelaide Centre for Epigenetics (ACE), University of Adelaide, South Australia, Australia; South Australian immunoGENomics Cancer Institute (SAiGENCI), University of Adelaide, South Australia, Australia.
| | - Sahar Nissim
- Biological and Biomedical Sciences Program, Harvard Medical School, Boston, Massachusetts; Health Sciences & Technology Program, Harvard-MIT, Boston, Massachusetts; Genetics Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Dana-Farber Cancer Institute, Boston, Massachusetts; Gastroenterology Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
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Tonelli C, Yordanov GN, Hao Y, Deschênes A, Hinds J, Belleau P, Klingbeil O, Brosnan E, Doshi A, Park Y, Hruban RH, Vakoc CR, Dobin A, Preall J, Tuveson DA. A mucus production programme promotes classical pancreatic ductal adenocarcinoma. Gut 2024; 73:941-954. [PMID: 38262672 PMCID: PMC11088527 DOI: 10.1136/gutjnl-2023-329839] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 01/09/2024] [Indexed: 01/25/2024]
Abstract
OBJECTIVE The optimal therapeutic response in cancer patients is highly dependent upon the differentiation state of their tumours. Pancreatic ductal adenocarcinoma (PDA) is a lethal cancer that harbours distinct phenotypic subtypes with preferential sensitivities to standard therapies. This study aimed to investigate intratumour heterogeneity and plasticity of cancer cell states in PDA in order to reveal cell state-specific regulators. DESIGN We analysed single-cell expression profiling of mouse PDAs, revealing intratumour heterogeneity and cell plasticity and identified pathways activated in the different cell states. We performed comparative analysis of murine and human expression states and confirmed their phenotypic diversity in specimens by immunolabeling. We assessed the function of phenotypic regulators using mouse models of PDA, organoids, cell lines and orthotopically grafted tumour models. RESULTS Our expression analysis and immunolabeling analysis show that a mucus production programme regulated by the transcription factor SPDEF is highly active in precancerous lesions and the classical subtype of PDA - the most common differentiation state. SPDEF maintains the classical differentiation and supports PDA transformation in vivo. The SPDEF tumour-promoting function is mediated by its target genes AGR2 and ERN2/IRE1β that regulate mucus production, and inactivation of the SPDEF programme impairs tumour growth and facilitates subtype interconversion from classical towards basal-like differentiation. CONCLUSIONS Our findings expand our understanding of the transcriptional programmes active in precancerous lesions and PDAs of classical differentiation, determine the regulators of mucus production as specific vulnerabilities in these cell states and reveal phenotype switching as a response mechanism to inactivation of differentiation states determinants.
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Affiliation(s)
- Claudia Tonelli
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, USA
| | | | - Yuan Hao
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, USA
| | - Astrid Deschênes
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, USA
| | - Juliene Hinds
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, USA
| | - Pascal Belleau
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, USA
| | - Olaf Klingbeil
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, USA
| | - Erin Brosnan
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, USA
| | - Abhishek Doshi
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, USA
| | - Youngkyu Park
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, USA
| | - Ralph H Hruban
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | - Alexander Dobin
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, USA
| | - Jonathan Preall
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, USA
| | - David A Tuveson
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, USA
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor, New York, USA
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Sunita Prajapati K, Gupta S, Chaudhri S, Kumar S. Role of ONECUT family transcription factors in cancer and other diseases. Exp Cell Res 2024; 438:114035. [PMID: 38593917 DOI: 10.1016/j.yexcr.2024.114035] [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: 10/05/2023] [Revised: 04/04/2024] [Accepted: 04/06/2024] [Indexed: 04/11/2024]
Abstract
Members of ONECUT transcription factor play an essential role in several developmental processes, however, the atypical expression of ONECUT proteins lead to numerous diseases, including cancer. ONECUT family proteins promote cell proliferation, progression, invasion, metastasis, angiogenesis, and stemness. This family of proteins interacts with other proteins such as KLF4, TGF-β, VEGFA, PRC2, SMAD3 and alters their expression involved in the regulation of various signaling pathways including Jak/Stat3, Akt/Erk, TGF-β, Smad2/3, and HIF-1α. Furthermore, ONECUT proteins are proposed as predictive biomarkers for pancreatic and gastric cancers. The present review summarizes the involvement of ONECUT family proteins in the development and progression of various human cancers and other diseases.
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Affiliation(s)
- Kumari Sunita Prajapati
- Molecular Signaling & Drug Discovery Laboratory, Department of Biochemistry, Central University of Punjab, Guddha, Bathinda, 151401, Punjab, India
| | - Sanjay Gupta
- Department of Urology, Case Western Reserve University, School of Medicine, Cleveland, OH, 44106, USA
| | - Smriti Chaudhri
- Molecular Signaling & Drug Discovery Laboratory, Department of Biochemistry, Central University of Punjab, Guddha, Bathinda, 151401, Punjab, India
| | - Shashank Kumar
- Molecular Signaling & Drug Discovery Laboratory, Department of Biochemistry, Central University of Punjab, Guddha, Bathinda, 151401, Punjab, India.
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Parte S, Kaur AB, Nimmakayala RK, Ogunleye AO, Chirravuri R, Vengoji R, Leon F, Nallasamy P, Rauth S, Alsafwani ZW, Lele S, Cox JL, Bhat I, Singh S, Batra SK, Ponnusamy MP. Cancer-Associated Fibroblast Induces Acinar-to-Ductal Cell Transdifferentiation and Pancreatic Cancer Initiation Via LAMA5/ITGA4 Axis. Gastroenterology 2024; 166:842-858.e5. [PMID: 38154529 PMCID: PMC11694316 DOI: 10.1053/j.gastro.2023.12.018] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 12/09/2023] [Accepted: 12/19/2023] [Indexed: 12/30/2023]
Abstract
BACKGROUND & AIMS Pancreatic ductal adenocarcinoma (PDAC) is characterized by desmoplastic stroma surrounding most tumors. Activated stromal fibroblasts, namely cancer-associated fibroblasts (CAFs), play a major role in PDAC progression. We analyzed whether CAFs influence acinar cells and impact PDAC initiation, that is, acinar-to-ductal metaplasia (ADM). ADM connection with PDAC pathophysiology is indicated, but not yet established. We hypothesized that CAF secretome might play a significant role in ADM in PDAC initiation. METHODS Mouse and human acinar cell organoids, acinar cells cocultured with CAFs and exposed to CAF-conditioned media, acinar cell explants, and CAF cocultures were examined by means of quantitative reverse transcription polymerase chain reaction, RNA sequencing, immunoblotting, and confocal microscopy. Data from liquid chromatography with tandem mass spectrometry analysis of CAF-conditioned medium and RNA sequencing data of acinar cells post-conditioned medium exposure were integrated using bioinformatics tools to identify the molecular mechanism for CAF-induced ADM. Using confocal microscopy, immunoblotting, and quantitative reverse transcription polymerase chain reaction analysis, we validated the depletion of a key signaling axis in the cell line, acinar explant coculture, and mouse cancer-associated fibroblasts (mCAFs). RESULTS A close association of acino-ductal markers (Ulex europaeus agglutinin 1, amylase, cytokeratin-19) and mCAFs (α-smooth muscle actin) in LSL-KrasG12D/+; LSL-Trp53R172H/+; Pdx1Cre (KPC) and LSL-KrasG12D/+; Pdx1Cre (KC) autochthonous progression tumor tissue was observed. Caerulein treatment-induced mCAFs increased cytokeratin-19 and decreased amylase in wild-type and KC pancreas. Likewise, acinar-mCAF cocultures revealed the induction of ductal transdifferentiation in cell line, acinar-organoid, and explant coculture formats in WT and KC mice pancreas. Proteomic and transcriptomic data integration revealed a novel laminin α5/integrinα4/stat3 axis responsible for CAF-mediated acinar-to-ductal cell transdifferentiation. CONCLUSIONS Results collectively suggest the first evidence for CAF-influenced acino-ductal phenotypic switchover, thus highlighting the tumor microenvironment role in pancreatic carcinogenesis inception.
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Affiliation(s)
- Seema Parte
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska
| | - Annant B Kaur
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska
| | - Rama Krishna Nimmakayala
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska
| | - Ayoola O Ogunleye
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska
| | - Ramakanth Chirravuri
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska
| | - Raghupathy Vengoji
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska
| | - Frank Leon
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska
| | - Palanisamy Nallasamy
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska
| | - Sanchita Rauth
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska
| | - Zahraa Wajih Alsafwani
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska
| | - Subodh Lele
- Department of Pathology and Microbiology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska
| | - Jesse L Cox
- Department of Pathology and Microbiology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska
| | - Ishfaq Bhat
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Nebraska Medical Center at Omaha, Omaha, Nebraksa
| | - Shailender Singh
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Nebraska Medical Center at Omaha, Omaha, Nebraksa
| | - Surinder K Batra
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska; Fred and Pamela Buffett Cancer Center, Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center at Omaha, Omaha, Nebraska.
| | - Moorthy P Ponnusamy
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center at Omaha, Omaha, Nebraska; Fred and Pamela Buffett Cancer Center, Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center at Omaha, Omaha, Nebraska.
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Salas-Escabillas DJ, Hoffman MT, Moore JS, Brender SM, Wen HJ, Benitz S, Davis ET, Long D, Wombwell AM, Steele NG, Sears RC, Matsumoto I, DelGiorno KE, Crawford HC. Tuft cells transdifferentiate to neural-like progenitor cells in the progression of pancreatic cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.12.579982. [PMID: 38405804 PMCID: PMC10888969 DOI: 10.1101/2024.02.12.579982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDA) is partly initiated through the transdifferentiation of acinar cells to metaplastic ducts that act as precursors of neoplasia and cancer. Tuft cells are solitary chemosensory cells not found in the normal pancreas but arise in metaplasia and neoplasia, diminishing as neoplastic lesions progress to carcinoma. Metaplastic tuft cells (mTCs) function to suppress tumor progression through communication with the tumor microenvironment, but their fate during progression is unknown. To determine the fate of mTCs during PDA progression, we have created a lineage tracing model that uses a tamoxifen-inducible tuft-cell specific Pou2f3CreERT/+ driver to induce transgene expression, including the lineage tracer tdTomato or the oncogene Myc. mTC lineage trace models of pancreatic neoplasia and carcinoma were used to follow mTC fate. We found that mTCs, in the carcinoma model, transdifferentiate into neural-like progenitor cells (NRPs), a cell type associated with poor survival in PDA patients. Using conditional knock-out and overexpression systems, we found that Myc activity in mTCs is necessary and sufficient to induce this Tuft-to-Neuroendocrine-Transition (TNT).
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Affiliation(s)
- Daniel J. Salas-Escabillas
- Cancer Biology, University of Michigan, Ann Arbor, MI
- Department of Surgery, Henry Ford Health, Detroit, MI
| | - Megan T. Hoffman
- Department of Immunology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | | | | | - Hui-Ju Wen
- Department of Surgery, Henry Ford Health, Detroit, MI
| | - Simone Benitz
- Department of Surgery, Henry Ford Health, Detroit, MI
| | | | - Dan Long
- Department of Surgery, Henry Ford Health, Detroit, MI
| | | | | | - Rosalie C. Sears
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR
| | | | - Kathleen E. DelGiorno
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN
| | - Howard C. Crawford
- Department of Surgery, Henry Ford Health, Detroit, MI
- Cancer Biology Program, Wayne State University, Detroit, MI
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36
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Li F, Wang Z, Cao Y, Pei B, Luo X, Liu J, Ge P, Luo Y, Ma S, Chen H. Intestinal Mucosal Immune Barrier: A Powerful Firewall Against Severe Acute Pancreatitis-Associated Acute Lung Injury via the Gut-Lung Axis. J Inflamm Res 2024; 17:2173-2193. [PMID: 38617383 PMCID: PMC11016262 DOI: 10.2147/jir.s448819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 03/20/2024] [Indexed: 04/16/2024] Open
Abstract
The pathogenesis of severe acute pancreatitis-associated acute lung injury (SAP-ALI), which is the leading cause of mortality among hospitalized patients in the intensive care unit, remains incompletely elucidated. The intestinal mucosal immune barrier is a crucial component of the intestinal epithelial barrier, and its aberrant activation contributes to the induction of sustained pro-inflammatory immune responses, paradoxical intercellular communication, and bacterial translocation. In this review, we firstly provide a comprehensive overview of the composition of the intestinal mucosal immune barrier and its pivotal roles in the pathogenesis of SAP-ALI. Secondly, the mechanisms of its crosstalk with gut microbiota, which is called gut-lung axis, and its effect on SAP-ALI were summarized. Finally, a number of drugs that could enhance the intestinal mucosal immune barrier and exhibit potential anti-SAP-ALI activities were presented, including probiotics, glutamine, enteral nutrition, and traditional Chinese medicine (TCM). The aim is to offer a theoretical framework based on the perspective of the intestinal mucosal immune barrier to protect against SAP-ALI.
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Affiliation(s)
- Fan Li
- Department of General Surgery, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Laboratory of Integrative Medicine, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
| | - Zhengjian Wang
- Department of Hepatobiliary Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, People’s Republic of China
| | - Yinan Cao
- Department of General Surgery, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Laboratory of Integrative Medicine, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
| | - Boliang Pei
- Department of General Surgery, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Laboratory of Integrative Medicine, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
| | - Xinyu Luo
- Department of General Surgery, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Laboratory of Integrative Medicine, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
| | - Jin Liu
- Department of General Surgery, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Laboratory of Integrative Medicine, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
| | - Peng Ge
- Department of General Surgery, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Laboratory of Integrative Medicine, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
| | - Yalan Luo
- Department of General Surgery, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Laboratory of Integrative Medicine, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
| | - Shurong Ma
- Department of General Surgery, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Laboratory of Integrative Medicine, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
| | - Hailong Chen
- Department of General Surgery, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
- Laboratory of Integrative Medicine, the First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116011, People’s Republic of China
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Zhang Z, Liu S, Wang Z, Wang S, Jiang L, Wang X, Li J, Shen L. Influential upregulation of KCNE4: Propelling cancer associated fibroblasts-driven colorectal cancer progression. Cancer Cell Int 2024; 24:103. [PMID: 38462626 PMCID: PMC10926681 DOI: 10.1186/s12935-024-03274-9] [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: 09/06/2023] [Accepted: 02/15/2024] [Indexed: 03/12/2024] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is a malignancy of remarkable heterogeneity and heightened morbidity. Cancer associated fibroblasts (CAFs) are abundant in CRC tissues and are essential for CRC growth. Here, we aimed to develop a CAF-related classifier for predicting the prognosis of CRC and identify critical pro-tumorigenic genes in CAFs. METHOD The mRNA expression and clinical information of CRC samples were sourced from two comprehensive databases, The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO). Using a weighted gene co-expression network analysis (WGCNA) approach, CAF-related genes were identified and a CAF risk signature was developed through the application of univariate analysis and the least absolute shrinkage and selection operator (LASSO) Cox regression model. EdU cell proliferation assay, and transwell assay were performed to detect the oncogenic role of KCNE4 in CAFs. RESULTS We constructed a prognostic CAF model consisting of two genes (SFRP2 and KCNE4). CRC patients were classified into low- and high-CAF-risk groups using the median CAF risk score, and patients in the high-CAF-risk group had worse prognosis. Meanwhile, a higher risk score for CAFs was associated with greater stromal and CAF infiltrations, as well as higher expression of CAF markers. Furthermore, TIDE analysis indicated that patients with a high CAF risk score are less responsive to immunotherapy. Our further experiments had confirmed the strong correlation between KCNE4 and the malignant phenotypes of CAFs. Moreover, we had shown that KCNE4 could actively promote tumor-promoting phenotypes in CAFs, indicating its critical role in cancer progression. CONCLUSION The two-gene prognostic CAF signature was constructed and could be reliable for predicting prognosis for CRC patients. Moreover, KCNE4 may be a promising strategy for the development of novel anti-cancer therapeutics specifically directed against CAFs.
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Affiliation(s)
- Zizhen Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital & Institute, Beijing, 100142, China.
| | - Shengde Liu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Zhenghang Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Shuo Wang
- Key Laboratory of Colorectal Cancer Diagnosis and Treatment Research, Department of Gastroenterological Surgery, Peking University People's Hospital, Beijing, 100044, China
| | - Lei Jiang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Xicheng Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Jian Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital & Institute, Beijing, 100142, China.
| | - Lin Shen
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital & Institute, Beijing, 100142, China.
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Zhong L, Wang F, Liu D, Kuang W, Ji N, Li J, Zeng X, Li T, Dan H, Chen Q. Single-cell transcriptomics dissects premalignant progression in proliferative verrucous leukoplakia. Oral Dis 2024; 30:172-186. [PMID: 35950708 DOI: 10.1111/odi.14347] [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: 02/20/2022] [Revised: 07/19/2022] [Accepted: 08/05/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Proliferative verrucous leukoplakia (PVL) is characterized by a spectrum of clinicopathological features and a high risk of malignant transformation. In this study, we aimed to delineate the dynamic changes in molecular signature during PVL progression and identify the potential cell subtypes that play a key role in the premalignant evolution of PVL. METHODS We performed single-cell RNA sequencing on three biopsy samples from a large PVL lesion. These samples exhibited a histopathological continuum of PVL progression. RESULTS By analyzing the transcriptome profiles of 27,611 cells from these samples, we identified ten major cell lineages and revealed that cellular remodeling occurred during the progression of PVL lesions, including epithelial, stromal, and immune cells. Epithelial cells are shifted to tumorigenic states and secretory patterns at the premalignant stage. Immune cells showed growing immunosuppressive phenotypes during PVL progression. Remarkably, two novel cell subtypes INSR+ endothelial cells and ASPN+ fibroblasts, were discovered and may play vital roles in microenvironment remodeling, such as angiogenesis and stromal fibrosis, which are closely involved in malignant transformation. CONCLUSION Our work is the first to depict the cellular landscape of PVL and speculate that disease progression may be driven by functional remodeling of multiple cell subtypes.
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Affiliation(s)
- Liang Zhong
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Fei Wang
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Dan Liu
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Wenjing Kuang
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Ning Ji
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Jing Li
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Xin Zeng
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Taiwen Li
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Hongxia Dan
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Qianming Chen
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, Chinese Academy of Medical Sciences Research Unit of Oral Carcinogenesis and Management, West China Hospital of Stomatology, Sichuan University, Chengdu, China
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Yun HY. Leucine rich repeat LGI family member 3: Integrative analyses support its prognostic association with pancreatic adenocarcinoma. Medicine (Baltimore) 2024; 103:e37183. [PMID: 38394487 PMCID: PMC11309673 DOI: 10.1097/md.0000000000037183] [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: 09/12/2023] [Accepted: 01/17/2024] [Indexed: 02/25/2024] Open
Abstract
Leucine rich repeat LGI family member 3 (LGI3) is a member of the LGI protein family. Previous studies of our group have reported that LGI3 is expressed in adipose tissue, skin and brain, and serves as a multifunctional cytokine. LGI3 may also be involved in cytokine networks in various cancers. This study aimed to analyze differentially expressed genes in pancreatic adenocarcinoma (PAC) tissues and PAC cohort data in order to evaluate the prognostic role of LGI3. The expression microarray and the PAC cohort data were analyzed by bioinformatic methods for differential expression, protein-protein interactions, functional enrichment and pathway analyses, gene co-expression network analysis, and prognostic association analysis. Results showed that LGI3 expression was significantly reduced in PAC tissues. Nineteen upregulated genes and 31 downregulated genes in PAC tissues were identified as LGI3-regulated genes. Protein-protein interaction network analysis demonstrated that 92% (46/50) of the LGI3-regulated genes that were altered in PACs belonged to a protein-protein interaction network cluster. Functional enrichment and gene co-expression network analyses demonstrated that these genes in the network cluster were associated with various processes including inflammatory and immune responses, metabolic processes, cell differentiation, and angiogenesis. PAC cohort analyses revealed that low expression levels of LGI3 were significantly associated with poor PAC prognosis. Analysis of favorable or unfavorable prognostic gene products in PAC showed that 93 LGI3-regulated genes were differentially associated with PAC prognosis. LGI3 expression was correlated with the tumor-infiltration levels of various immune cells. Taken together, these results suggested that LGI3 may be a potential prognostic marker of PAC.
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Affiliation(s)
- Hye-Young Yun
- Department of Biochemistry, Chung-Ang University, College of Medicine, Seoul, Republic of Korea
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Xu Y, Nipper MH, Dominguez AA, Ye Z, Akanuma N, Lopez K, Deng JJ, Arenas D, Sanchez A, Sharkey FE, Court CM, Singhi AD, Wang H, Fernandez-Zapico ME, Sun LZ, Zheng S, Chen Y, Liu J, Wang P. Reconstitution of human PDAC using primary cells reveals oncogenic transcriptomic features at tumor onset. Nat Commun 2024; 15:818. [PMID: 38280869 PMCID: PMC10821902 DOI: 10.1038/s41467-024-45097-2] [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: 03/29/2023] [Accepted: 01/15/2024] [Indexed: 01/29/2024] Open
Abstract
Animal studies have demonstrated the ability of pancreatic acinar cells to transform into pancreatic ductal adenocarcinoma (PDAC). However, the tumorigenic potential of human pancreatic acinar cells remains under debate. To address this gap in knowledge, we expand sorted human acinar cells as 3D organoids and genetically modify them through introduction of common PDAC mutations. The acinar organoids undergo dramatic transcriptional alterations but maintain a recognizable DNA methylation signature. The transcriptomes of acinar organoids are similar to those of disease-specific cell populations. Oncogenic KRAS alone do not transform acinar organoids. However, acinar organoids can form PDAC in vivo after acquiring the four most common driver mutations of this disease. Similarly, sorted ductal cells carrying these genetic mutations can also form PDAC, thus experimentally proving that PDACs can originate from both human acinar and ductal cells. RNA-seq analysis reveal the transcriptional shift from normal acinar cells towards PDACs with enhanced proliferation, metabolic rewiring, down-regulation of MHC molecules, and alterations in the coagulation and complement cascade. By comparing PDAC-like cells with normal pancreas and PDAC samples, we identify a group of genes with elevated expression during early transformation which represent potential early diagnostic biomarkers.
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Affiliation(s)
- Yi Xu
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Michael H Nipper
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Angel A Dominguez
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Zhenqing Ye
- Greehey Children's Cancer Research Institute, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
- Department of Population Health Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Naoki Akanuma
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Kevin Lopez
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Janice J Deng
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Destiny Arenas
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Ava Sanchez
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Francis E Sharkey
- Department of Pathology and Laboratory Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Colin M Court
- Division of Surgical Oncology and Endocrine Surgery, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Aatur D Singhi
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, 15213, USA
| | - Huamin Wang
- Department of Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Martin E Fernandez-Zapico
- Schulze Center for Novel Therapeutics, Division of Oncology Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Lu-Zhe Sun
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Siyuan Zheng
- Greehey Children's Cancer Research Institute, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
- Department of Population Health Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Yidong Chen
- Greehey Children's Cancer Research Institute, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
- Department of Population Health Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Jun Liu
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA.
| | - Pei Wang
- Department of Cell Systems & Anatomy, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA.
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Benitz S, Steep A, Nasser M, Preall J, Mahajan UM, McQuithey H, Loveless I, Davis ET, Wen HJ, Long DW, Metzler T, Zwernik S, Louw M, Rempinski D, Salas-Escabillas D, Brender S, Song L, Huang L, Zhang Z, Steele NG, Regel I, Bednar F, Crawford HC. ROR2 regulates cellular plasticity in pancreatic neoplasia and adenocarcinoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.12.13.571566. [PMID: 38168289 PMCID: PMC10760092 DOI: 10.1101/2023.12.13.571566] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Cellular plasticity is a hallmark of pancreatic ductal adenocarcinoma (PDAC) starting from the conversion of normal cells into precancerous lesions to the progression of carcinoma subtypes associated with aggressiveness and therapeutic response. We discovered that normal acinar cell differentiation, maintained by the transcription factor Pdx1, suppresses a broad gastric cell identity that is maintained in metaplasia, neoplasia, and the classical subtype of PDAC in mouse and human. We have identified the receptor tyrosine kinase Ror2 as marker of a gastric metaplasia (SPEM)-like identity in the pancreas. Ablation of Ror2 in a mouse model of pancreatic tumorigenesis promoted a switch to a gastric pit cell identity that largely persisted through progression to the classical subtype of PDAC. In both human and mouse pancreatic cancer, ROR2 activity continued to antagonize the gastric pit cell identity, strongly promoting an epithelial to mesenchymal transition, conferring resistance to KRAS inhibition, and vulnerability to AKT inhibition.
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Affiliation(s)
- Simone Benitz
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, USA
| | - Alec Steep
- Center of Translational Data Science, University of Chicago, Chicago, Illinois, USA
| | - Malak Nasser
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, USA
| | - Jonathan Preall
- Cold Spring Harbor Laboratory Cancer Center, Cold Spring Harbor, New York, USA
| | - Ujjwal M. Mahajan
- Department of Medicine II, University Hospital, LMU Munich, Munich, Germany
| | - Holly McQuithey
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, USA
| | - Ian Loveless
- Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan, USA
| | - Erick T. Davis
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, USA
| | - Hui-Ju Wen
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, USA
| | - Daniel W. Long
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, USA
| | - Thomas Metzler
- Comparative Experimental Pathology (CEP), Institute of Pathology, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Samuel Zwernik
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, USA
| | - Michaela Louw
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, USA
| | - Donald Rempinski
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, USA
| | | | - Sydney Brender
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, USA
| | - Linghao Song
- Center of Translational Data Science, University of Chicago, Chicago, Illinois, USA
| | - Ling Huang
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, USA
| | - Zhenyu Zhang
- Center of Translational Data Science, University of Chicago, Chicago, Illinois, USA
| | - Nina G. Steele
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, USA
- Department of Pathology, Wayne State University, Detroit, Michigan, USA
- Department of Pharmacology and Toxicology, Michigan State University, Lansing, Michigan, USA
- Department of Oncology, Wayne State University, Detroit, Michigan, USA
| | - Ivonne Regel
- Department of Medicine II, University Hospital, LMU Munich, Munich, Germany
| | - Filip Bednar
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, USA
| | - Howard C. Crawford
- Department of Surgery, Henry Ford Health System, Detroit, Michigan, USA
- Department of Pharmacology and Toxicology, Michigan State University, Lansing, Michigan, USA
- Department of Oncology, Wayne State University, Detroit, Michigan, USA
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Kong F, Pan Y, Wu D. Activation and Regulation of Pancreatic Stellate Cells in Chronic Pancreatic Fibrosis: A Potential Therapeutic Approach for Chronic Pancreatitis. Biomedicines 2024; 12:108. [PMID: 38255213 PMCID: PMC10813475 DOI: 10.3390/biomedicines12010108] [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: 11/19/2023] [Revised: 12/16/2023] [Accepted: 12/28/2023] [Indexed: 01/24/2024] Open
Abstract
In the complex progression of fibrosis in chronic pancreatitis, pancreatic stellate cells (PSCs) emerge as central figures. These cells, initially in a dormant state characterized by the storage of vitamin A lipid droplets within the chronic pancreatitis microenvironment, undergo a profound transformation into an activated state, typified by the secretion of an abundant extracellular matrix, including α-smooth muscle actin (α-SMA). This review delves into the myriad factors that trigger PSC activation within the context of chronic pancreatitis. These factors encompass alcohol, cigarette smoke, hyperglycemia, mechanical stress, acinar cell injury, and inflammatory cells, with a focus on elucidating their underlying mechanisms. Additionally, we explore the regulatory factors that play significant roles during PSC activation, such as TGF-β, CTGF, IL-10, PDGF, among others. The investigation into these regulatory factors and pathways involved in PSC activation holds promise in identifying potential therapeutic targets for ameliorating fibrosis in chronic pancreatitis. We provide a summary of recent research findings pertaining to the modulation of PSC activation, covering essential genes and innovative regulatory mediators designed to counteract PSC activation. We anticipate that this research will stimulate further insights into PSC activation and the mechanisms of pancreatic fibrosis, ultimately leading to the discovery of groundbreaking therapies targeting cellular and molecular responses within these processes.
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Affiliation(s)
- Fanyi Kong
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China; (F.K.); (Y.P.)
| | - Yingyu Pan
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China; (F.K.); (Y.P.)
| | - Dong Wu
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China; (F.K.); (Y.P.)
- Clinical Epidemiology Unit, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
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Ge F, Zeng C, Wang J, Liu X, Zheng C, Zhang H, Yang L, Yang B, Zhu H, He Q. Cancer-associated fibroblasts drive early pancreatic cancer cell invasion via the SOX4/MMP11 signalling axis. Biochim Biophys Acta Mol Basis Dis 2024; 1870:166852. [PMID: 37633471 DOI: 10.1016/j.bbadis.2023.166852] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 08/07/2023] [Accepted: 08/18/2023] [Indexed: 08/28/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is characterized by abundant cancer-associated fibroblasts (CAFs), early perineural invasion (PNI) and microvascular invasion (MVI). However, the differentiation trajectories and underlying molecular mechanisms of CAFs in PDAC early invasion have not been fully elucidated. In this study, we integrated and reanalysed single-cell data from the National Geoscience Data Centre (NGDC) database and confirmed that myofibroblast-like CAFs (myCAFs) mediated epithelial-mesenchymal transformation (EMT) and enhanced the invasion abilities of PDAC cells by secreting regulators of angiogenesis and metastasis. Furthermore, we constructed a differentiation trajectory of CAFs and revealed that reprogramming from iCAFs to myCAFs was associated with poor prognosis. Mechanistically, SOX4 was aberrantly activated in myCAFs, which promoted the secretion of MMP11 and eventually induced early cancer cell invasion. Together, our results provide a comprehensive transcriptomic overview of PDAC patients with early invasion and reveal the intercellular crosstalk between myCAFs and cancer cells, which suggests potential targets for early invasion PDAC therapy.
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Affiliation(s)
- Fujing Ge
- Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
| | - Chenming Zeng
- College of Agriculture & Biotechnology, Zhejiang University, Hangzhou, China; Innovation Institute for Artificial Intelligence in Medicine, Zhejiang University, Hangzhou, China
| | - Jiaer Wang
- Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
| | - Xiangning Liu
- Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
| | - Churun Zheng
- Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
| | - Hongyu Zhang
- Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
| | - Liu Yang
- Key Laboratory of Tumor Molecular Diagnosis and Individualized Medicine of Zhejiang Province, Zhejiang Provincial People's Hospital, Hangzhou, China
| | - Bo Yang
- Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
| | - Hong Zhu
- Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China.
| | - Qiaojun He
- Zhejiang Province Key Laboratory of Anti-Cancer Drug Research, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China; Cancer Center, Zhejiang University, Hangzhou, China
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Harazi A, Yakovlev L, Ilouz N, Selke P, Horstkorte R, Fellig Y, Lahat O, Lifschytz T, Abudi N, Abramovitch R, Argov Z, Mitrani-Rosenbaum S. Induced Muscle and Liver Absence of Gne in Postnatal Mice Does Not Result in Structural or Functional Muscle Impairment. J Neuromuscul Dis 2024; 11:905-917. [PMID: 38875046 PMCID: PMC11380236 DOI: 10.3233/jnd-240056] [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] [Accepted: 05/20/2024] [Indexed: 06/16/2024]
Abstract
Background GNE Myopathy is a unique recessive neuromuscular disorder characterized by adult-onset, slowly progressive distal and proximal muscle weakness, caused by mutations in the GNE gene which is a key enzyme in the biosynthesis of sialic acid. To date, the precise pathophysiology of the disease is not well understood and no reliable animal model is available. Gne KO is embryonically lethal in mice. Objective To gain insights into GNE function in muscle, we have generated an inducible muscle Gne KO mouse. To minimize the contribution of the liver to the availability of sialic acid to muscle via the serum, we have also induced combined Gne KO in liver and muscle. Methods A mouse carrying loxp sequences flanking Gne exon3 was generated by Crispr/Cas9 and bred with a human skeletal actin (HSA) promoter driven CreERT mouse. Gne muscle knock out was induced by tamoxifen injection of the resulting homozygote GneloxpEx3loxp/HSA Cre mouse. Liver Gne KO was induced by systemic injection of AAV8 vectors carrying the Cre gene driven by the hepatic specific promoter of the thyroxine binding globulin gene. Results Characterization of these mice for a 12 months period showed no significant changes in their general behaviour, motor performance, muscle mass and structure in spite of a dramatic reduction in sialic acid content in both muscle and liver. Conclusions We conclude that post weaning lack of Gne and sialic acid in muscle and liver have no pathologic effect in adult mice. These findings could reflect a strong interspecies versatility, but also raise questions about the loss of function hypothesis in Gne Myopathy. If these findings apply to humans they have a major impact on therapeutic strategies.
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Affiliation(s)
- Avi Harazi
- Goldyne Savad Institute of Gene Therapy, Hadassah Medical Center, The Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Lena Yakovlev
- Goldyne Savad Institute of Gene Therapy, Hadassah Medical Center, The Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Nili Ilouz
- Goldyne Savad Institute of Gene Therapy, Hadassah Medical Center, The Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Philipp Selke
- Institute for Physiological Chemistry, Medical Faculty, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Rudiger Horstkorte
- Institute for Physiological Chemistry, Medical Faculty, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Yakov Fellig
- Department of Pathology, Hadassah Medical Center, The Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Olga Lahat
- Goldyne Savad Institute of Gene Therapy, Hadassah Medical Center, The Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Tzuri Lifschytz
- Biological Psychiatry Laboratory and Hadassah BrainLabs Center for Psychedelic Research, Hadassah Medical Center, Hebrew University, Jerusalem, Israel
| | - Nathalie Abudi
- Goldyne Savad Institute of Gene Therapy, Hadassah Medical Center, The Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Wohl Institute for Translational Medicine, Hadassah Medical Center, Jerusalem, Israel
| | - Rinat Abramovitch
- Goldyne Savad Institute of Gene Therapy, Hadassah Medical Center, The Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Wohl Institute for Translational Medicine, Hadassah Medical Center, Jerusalem, Israel
| | - Zohar Argov
- Department of Neurology, Hadassah Medical Center, The Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Stella Mitrani-Rosenbaum
- Goldyne Savad Institute of Gene Therapy, Hadassah Medical Center, The Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
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45
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Falvo DJ, Grimont A, Zumbo P, Fall WB, Yang JL, Osterhoudt A, Pan G, Rendeiro AF, Meng Y, Wilkinson JE, Dündar F, Elemento O, Yantiss RK, Hissong E, Koche R, Betel D, Chandwani R. A reversible epigenetic memory of inflammatory injury controls lineage plasticity and tumor initiation in the mouse pancreas. Dev Cell 2023; 58:2959-2973.e7. [PMID: 38056453 PMCID: PMC10843773 DOI: 10.1016/j.devcel.2023.11.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 07/14/2023] [Accepted: 11/10/2023] [Indexed: 12/08/2023]
Abstract
Inflammation is essential to the disruption of tissue homeostasis and can destabilize the identity of lineage-committed epithelial cells. Here, we employ lineage-traced mouse models, single-cell transcriptomic and chromatin analyses, and CUT&TAG to identify an epigenetic memory of inflammatory injury in the pancreatic acinar cell compartment. Despite resolution of pancreatitis, our data show that acinar cells fail to return to their molecular baseline, with retention of elevated chromatin accessibility and H3K4me1 at metaplasia genes, such that memory represents an incomplete cell fate decision. In vivo, we find this epigenetic memory controls lineage plasticity, with diminished metaplasia in response to a second insult but increased tumorigenesis with an oncogenic Kras mutation. The lowered threshold for oncogenic transformation, in turn, can be restored by blockade of MAPK signaling. Together, we define the chromatin dynamics, molecular encoding, and recall of a prolonged epigenetic memory of inflammatory injury that impacts future responses but remains reversible.
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Affiliation(s)
- David J Falvo
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA; Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, New York, NY 10065, USA
| | - Adrien Grimont
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA; Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, New York, NY 10065, USA
| | - Paul Zumbo
- Institute for Computational Biomedicine, Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY 10065, USA; Applied Bioinformatics Core, Weill Cornell Medicine, New York, NY 10065, USA
| | - William B Fall
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA; Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, New York, NY 10065, USA
| | - Julie L Yang
- Center for Epigenetics Research, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Alexa Osterhoudt
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA; Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, New York, NY 10065, USA
| | - Grace Pan
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA; Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, New York, NY 10065, USA
| | - Andre F Rendeiro
- Institute for Computational Biomedicine, Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY 10065, USA; Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10065, USA
| | - Yinuo Meng
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA; Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, New York, NY 10065, USA
| | - John E Wilkinson
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Friederike Dündar
- Institute for Computational Biomedicine, Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY 10065, USA; Applied Bioinformatics Core, Weill Cornell Medicine, New York, NY 10065, USA
| | - Olivier Elemento
- Institute for Computational Biomedicine, Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY 10065, USA; Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY 10065, USA
| | - Rhonda K Yantiss
- Department of Pathology, Weill Cornell Medicine, New York, NY 10065, USA
| | - Erika Hissong
- Department of Pathology, Weill Cornell Medicine, New York, NY 10065, USA
| | - Richard Koche
- Center for Epigenetics Research, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Doron Betel
- Institute for Computational Biomedicine, Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, New York, NY 10065, USA; Applied Bioinformatics Core, Weill Cornell Medicine, New York, NY 10065, USA; Division of Hematology and Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY 10065, USA
| | - Rohit Chandwani
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA; Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, New York, NY 10065, USA; Department of Cell and Developmental Biology, Weill Cornell Medicine, New York, NY 10065, USA.
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46
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Zang L, Zhang B, Zhou Y, Zhang F, Tian X, Tian Z, Chen D, Miao Q. Machine learning algorithm integrates bulk and single-cell transcriptome sequencing to reveal immune-related personalized therapy prediction features for pancreatic cancer. Aging (Albany NY) 2023; 15:14109-14140. [PMID: 38095640 PMCID: PMC10756117 DOI: 10.18632/aging.205293] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 11/03/2023] [Indexed: 12/21/2023]
Abstract
Pancreatic cancer (PC) is a digestive malignancy with worse overall survival. Tumor immune environment (TIME) alters the progression and proliferation of various solid tumors. Hence, we aimed to detect the TIME-related classifier to facilitate the personalized treatment of PC. Based on the 1612 immune-related genes (IRGs), we classified patients into Immune_rich and Immune_desert subgroups via consensus clustering. Patients in distinct subtypes exhibited a difference in sensitivity to immune checkpoint blockers (ICB). Next, the immune-related signature (IRS) model was established based on 8 IRGs (SYT12, TNNT1, TRIM46, SMPD3, ANLN, AFF3, CXCL9 and RP1L1) and validated its predictive efficiency in multiple cohorts. RT-qPCR experiments demonstrated the differential expression of 8 IRGs between tumor and normal cell lines. Patients who gained lower IRS score tended to be more sensitive to chemotherapy and immunotherapy, and obtained better overall survival compared to those with higher IRS scores. Moreover, scRNA-seq analysis revealed that fibroblast and ductal cells might affect malignant tumor cells via MIF-(CD74+CD44) and SPP1-CD44 axis. Eventually, we identified eight therapeutic targets and one agent for IRS high patients. Our study screened out the specific regulation pattern of TIME in PC, and shed light on the precise treatment of PC.
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Affiliation(s)
- Longjun Zang
- Department of General Surgery, Taiyuan Central Hospital, Taiyuan 030009, Shanxi, P.R. China
| | - Baoming Zhang
- Department of General Surgery, Taiyuan Central Hospital, Taiyuan 030009, Shanxi, P.R. China
| | - Yanling Zhou
- University of Shanghai for Science and Technology, Shanghai 200093, P.R. China
| | - Fusheng Zhang
- Department of General Surgery, Peking University First Hospital, Beijing 100034, P.R. China
| | - Xiaodong Tian
- Department of General Surgery, Peking University First Hospital, Beijing 100034, P.R. China
| | - Zhongming Tian
- Department of General Surgery, Taiyuan Central Hospital, Taiyuan 030009, Shanxi, P.R. China
| | - Dongjie Chen
- Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, P.R. China
- Research Institute of Pancreatic Diseases, Shanghai Key Laboratory of Translational Research for Pancreatic Neoplasms, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, P.R. China
- State Key Laboratory of Oncogenes and Related Genes, Institute of Translational Medicine, Shanghai Jiao Tong University, Shanghai 200025, P.R. China
| | - Qingwang Miao
- Department of General Surgery, Taiyuan Central Hospital, Taiyuan 030009, Shanxi, P.R. China
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47
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Dang HX, Saha D, Jayasinghe R, Zhao S, Coonrod E, Mudd J, Goedegebuure S, Fields R, Ding L, Maher C. Single-cell transcriptomics reveals long noncoding RNAs associated with tumor biology and the microenvironment in pancreatic cancer. NAR Cancer 2023; 5:zcad055. [PMID: 38023733 PMCID: PMC10664695 DOI: 10.1093/narcan/zcad055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 10/31/2023] [Accepted: 11/09/2023] [Indexed: 12/01/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is highly heterogeneous and lethal. Long noncoding RNAs (lncRNAs) are an important class of genes regulating tumorigenesis and progression. Prior bulk transcriptomic studies in PDAC have revealed the dysregulation of lncRNAs but lack single-cell resolution to distinguish lncRNAs in tumor-intrinsic biology and the tumor microenvironment (TME). We analyzed single-cell transcriptome data from 73 multiregion samples in 21 PDAC patients to evaluate lncRNAs associated with intratumoral heterogeneity and the TME in PDAC. We found 111 cell-specific lncRNAs that reflected tumor, immune and stromal cell contributions, associated with outcomes, and validated across orthogonal datasets. Single-cell analysis of tumor cells revealed lncRNAs associated with TP53 mutations and FOLFIRINOX treatment that were obscured in bulk tumor analysis. Lastly, tumor subcluster analysis revealed widespread intratumor heterogeneity and intratumoral lncRNAs associated with cancer hallmarks and tumor processes such as angiogenesis, epithelial-mesenchymal transition, metabolism and immune signaling. Intratumoral subclusters and lncRNAs were validated across six datasets and showed clinically relevant associations with patient outcomes. Our study provides the first comprehensive assessment of the lncRNA landscape in PDAC using single-cell transcriptomic data and can serve as a resource, PDACLncDB (accessible at https://www.maherlab.com/pdaclncdb-overview), to guide future functional studies.
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Affiliation(s)
- Ha X Dang
- Department of Internal Medicine, Washington University in St Louis, St Louis, MO 63110, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO 63110, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO 63108, USA
| | - Debanjan Saha
- Department of Internal Medicine, Washington University in St Louis, St Louis, MO 63110, USA
- MD–PhD Program, Washington University in St Louis, St Louis, MO 63110, USA
| | - Reyka Jayasinghe
- Department of Internal Medicine, Washington University in St Louis, St Louis, MO 63110, USA
| | - Sidi Zhao
- Department of Internal Medicine, Washington University in St Louis, St Louis, MO 63110, USA
| | - Emily Coonrod
- Department of Internal Medicine, Washington University in St Louis, St Louis, MO 63110, USA
| | - Jacqueline Mudd
- Department of Surgery, Washington University in St Louis, St Louis, MO 63110, USA
| | - S Peter Goedegebuure
- Department of Surgery, Washington University in St Louis, St Louis, MO 63110, USA
| | - Ryan Fields
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO 63110, USA
- Department of Surgery, Washington University in St Louis, St Louis, MO 63110, USA
| | - Li Ding
- Department of Internal Medicine, Washington University in St Louis, St Louis, MO 63110, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO 63110, USA
| | - Christopher A Maher
- Department of Internal Medicine, Washington University in St Louis, St Louis, MO 63110, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO 63110, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO 63108, USA
- Department of Biomedical Engineering, Washington University in St Louis, St Louis, MO 63130, USA
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48
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Wong J, Trinh VQ, Jyotsana N, Baig JF, Revetta F, Shi C, Means AL, DelGiorno KE, Tan M. Differential spatial distribution of HNF4α isoforms during dysplastic progression of intraductal papillary mucinous neoplasms of the pancreas. Sci Rep 2023; 13:20088. [PMID: 37974020 PMCID: PMC10654504 DOI: 10.1038/s41598-023-47238-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 11/10/2023] [Indexed: 11/19/2023] Open
Abstract
Hepatocyte Nuclear Factor 4-alpha (HNF4α) comprises a nuclear receptor superfamily of ligand-dependent transcription factors that yields twelve isoforms in humans, classified into promoters P1 or P2-associated groups with specific functions. Alterations in HNF4α isoforms have been associated with tumorigenesis. However, the distribution of its isoforms during progression from dysplasia to malignancy has not been studied, nor has it yet been studied in intraductal papillary mucinous neoplasms, where both malignant and pre-malignant forms are routinely clinically identified. We examined the expression patterns of pan-promoter, P1-specific, and P2-specific isoform groups in normal pancreatic components and IPMNs. Pan-promoter, P1 and P2 nuclear expression were weakly positive in normal pancreatic components. Nuclear expression for all isoform groups was increased in low-grade IPMN, high-grade IPMN, and well-differentiated invasive adenocarcinoma. Poorly differentiated invasive components in IPMNs showed loss of all forms of HNF4α. Pan-promoter, and P1-specific HNF4α expression showed shifts in subnuclear and sub-anatomical distribution in IPMN, whereas P2 expression was consistently nuclear. Tumor cells with high-grade dysplasia at the basal interface with the stroma showed reduced expression of P1, while P2 was equally expressed in both components. Additional functional studies are warranted to further explore the mechanisms underlying the spatial and differential distribution of HNF4α isoforms in IPMNs.
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Affiliation(s)
- Jahg Wong
- Department of Pathology, University of Montreal, Montreal, QC, Canada
| | - Vincent Q Trinh
- Department of Pathology, University of Montreal, Montreal, QC, Canada
- Institute for Research in Immunology and Cancer of the University of Montreal, Montreal, QC, Canada
- Centre Hospitalier de l'Université de Montréal Research Center, Montreal, QC, Canada
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Nidhi Jyotsana
- Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA
| | - Jumanah F Baig
- Department of Pathology, University of Montreal, Montreal, QC, Canada
- Institute for Research in Immunology and Cancer of the University of Montreal, Montreal, QC, Canada
| | - Frank Revetta
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Chanjuan Shi
- Department of Pathology, Duke University School of Medicine, Durham, NC, USA
| | - Anna L Means
- Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA
- Division of Surgical Oncology and Endocrine Surgery, Vanderbilt University Medical Center, 1211 Medical Center Drive, Nashville, TN, 37232, USA
- Vanderbilt Ingram Cancer Center, Nashville, TN, USA
| | - Kathleen E DelGiorno
- Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA
- Vanderbilt Ingram Cancer Center, Nashville, TN, USA
- Vanderbilt Digestive Disease Research Center, Nashville, TN, USA
| | - Marcus Tan
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA.
- Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA.
- Division of Surgical Oncology and Endocrine Surgery, Vanderbilt University Medical Center, 1211 Medical Center Drive, Nashville, TN, 37232, USA.
- Vanderbilt Ingram Cancer Center, Nashville, TN, USA.
- Vanderbilt Digestive Disease Research Center, Nashville, TN, USA.
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49
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Terekhanova NV, Karpova A, Liang WW, Strzalkowski A, Chen S, Li Y, Southard-Smith AN, Iglesia MD, Wendl MC, Jayasinghe RG, Liu J, Song Y, Cao S, Houston A, Liu X, Wyczalkowski MA, Lu RJH, Caravan W, Shinkle A, Naser Al Deen N, Herndon JM, Mudd J, Ma C, Sarkar H, Sato K, Ibrahim OM, Mo CK, Chasnoff SE, Porta-Pardo E, Held JM, Pachynski R, Schwarz JK, Gillanders WE, Kim AH, Vij R, DiPersio JF, Puram SV, Chheda MG, Fuh KC, DeNardo DG, Fields RC, Chen F, Raphael BJ, Ding L. Epigenetic regulation during cancer transitions across 11 tumour types. Nature 2023; 623:432-441. [PMID: 37914932 PMCID: PMC10632147 DOI: 10.1038/s41586-023-06682-5] [Citation(s) in RCA: 52] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Accepted: 09/27/2023] [Indexed: 11/03/2023]
Abstract
Chromatin accessibility is essential in regulating gene expression and cellular identity, and alterations in accessibility have been implicated in driving cancer initiation, progression and metastasis1-4. Although the genetic contributions to oncogenic transitions have been investigated, epigenetic drivers remain less understood. Here we constructed a pan-cancer epigenetic and transcriptomic atlas using single-nucleus chromatin accessibility data (using single-nucleus assay for transposase-accessible chromatin) from 225 samples and matched single-cell or single-nucleus RNA-sequencing expression data from 206 samples. With over 1 million cells from each platform analysed through the enrichment of accessible chromatin regions, transcription factor motifs and regulons, we identified epigenetic drivers associated with cancer transitions. Some epigenetic drivers appeared in multiple cancers (for example, regulatory regions of ABCC1 and VEGFA; GATA6 and FOX-family motifs), whereas others were cancer specific (for example, regulatory regions of FGF19, ASAP2 and EN1, and the PBX3 motif). Among epigenetically altered pathways, TP53, hypoxia and TNF signalling were linked to cancer initiation, whereas oestrogen response, epithelial-mesenchymal transition and apical junction were tied to metastatic transition. Furthermore, we revealed a marked correlation between enhancer accessibility and gene expression and uncovered cooperation between epigenetic and genetic drivers. This atlas provides a foundation for further investigation of epigenetic dynamics in cancer transitions.
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Affiliation(s)
- Nadezhda V Terekhanova
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Alla Karpova
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Wen-Wei Liang
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | | | - Siqi Chen
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Yize Li
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Austin N Southard-Smith
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Michael D Iglesia
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Michael C Wendl
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Reyka G Jayasinghe
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Jingxian Liu
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Yizhe Song
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Song Cao
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Andrew Houston
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Xiuting Liu
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
| | - Matthew A Wyczalkowski
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Rita Jui-Hsien Lu
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Wagma Caravan
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Andrew Shinkle
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
| | - Nataly Naser Al Deen
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - John M Herndon
- Department of Surgery, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - Jacqueline Mudd
- Department of Surgery, Washington University in St Louis, St Louis, MO, USA
| | - Cong Ma
- Department of Computer Science, Princeton University, Princeton, NJ, USA
| | - Hirak Sarkar
- Department of Computer Science, Princeton University, Princeton, NJ, USA
| | - Kazuhito Sato
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Omar M Ibrahim
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Chia-Kuei Mo
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Sara E Chasnoff
- Department of Surgery, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - Eduard Porta-Pardo
- Josep Carreras Leukaemia Research Institute, Barcelona, Spain
- Barcelona Supercomputing Center, Barcelona, Spain
| | - Jason M Held
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - Russell Pachynski
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - Julie K Schwarz
- Department of Radiation Oncology, Washington University in St Louis, St Louis, MO, USA
| | - William E Gillanders
- Department of Surgery, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - Albert H Kim
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
- Department of Neurological Surgery, Washington University in St Louis, St Louis, MO, USA
| | - Ravi Vij
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - John F DiPersio
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - Sidharth V Puram
- Department of Otolaryngology-Head & Neck Surgery, Washington University in St Louis, St Louis, MO, USA
| | - Milan G Chheda
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - Katherine C Fuh
- Department of Obstetrics and Gynecology, University of California, San Francisco, San Francisco, CA, USA
- Department of Obstetrics and Gynecology, Washington University in St Louis, St Louis, MO, USA
| | - David G DeNardo
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - Ryan C Fields
- Department of Surgery, Washington University in St Louis, St Louis, MO, USA.
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA.
| | - Feng Chen
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA.
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA.
| | - Benjamin J Raphael
- Department of Computer Science, Princeton University, Princeton, NJ, USA.
| | - Li Ding
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA.
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA.
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA.
- Department of Genetics, Washington University in St Louis, St Louis, MO, USA.
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50
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Du H, Si G, Si J, Song X, Si F. Single-cell RNA sequencing analysis revealed malignant ductal cell heterogeneity and prognosis signatures in pancreatic cancer. Clin Res Hepatol Gastroenterol 2023; 47:102200. [PMID: 37643692 DOI: 10.1016/j.clinre.2023.102200] [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: 02/16/2023] [Revised: 08/02/2023] [Accepted: 08/23/2023] [Indexed: 08/31/2023]
Abstract
Pancreatic cancer (PAC) remains one of the most lethal malignant neoplasms, which is diagnosed at an advanced stage and thus lose the chance for curative resection. Here, we further probed PAC with a comprehensive multi-omics approach. Using single-cell RNA sequencing, we provided an integrated analysis of ductal cell subpopulations over the Leiden algorithm to identify two mian subcluster: S100A6 + cells and FXYD2 + cells. The gene set enrichment analysis results show that the two subtypes focused on different pathways related to tumor development. Furthermore, we integrated bulk and single-cell RNA sequencing datasets to generate and validate the prognostic signatures of the overall survival (OS) in PAC patients and S100A6 + cells were significantly enriched in high-risk groups which had a poor prognosis. Collectively, this research expands our understanding of ductal cell and provides a new reliable prognosis signature in PAC.
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Affiliation(s)
- Haiyang Du
- Traditional Chinese Medicine (Zhong Jing) school, Henan University of Chinese Medicine, Zhengzhou 450046, China; Henan Key Laboratory of TCM Syndrome and Prescription Signaling, Henan International Joint Laboratory of TCM Syndrome and Prescription Signaling, Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou 450046, China
| | - Gao Si
- Department of Orthopedic, The Third Hospital of Peking University, Beijing 100029, China
| | - Jiqing Si
- Henan Hospital of TCM, The Second Affiliated Hospital of Henan University of traditional Chinese Medicine, Zhengzhou 450046, China
| | - Xuejie Song
- Traditional Chinese Medicine (Zhong Jing) school, Henan University of Chinese Medicine, Zhengzhou 450046, China; Henan Key Laboratory of TCM Syndrome and Prescription Signaling, Henan International Joint Laboratory of TCM Syndrome and Prescription Signaling, Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou 450046, China
| | - Fuchun Si
- Traditional Chinese Medicine (Zhong Jing) school, Henan University of Chinese Medicine, Zhengzhou 450046, China; Henan Key Laboratory of TCM Syndrome and Prescription Signaling, Henan International Joint Laboratory of TCM Syndrome and Prescription Signaling, Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou 450046, China.
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