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Qin Y, Pu X, Hu D, Yang M. Machine learning-based biomarker screening for acute myeloid leukemia prognosis and therapy from diverse cell-death patterns. Sci Rep 2024; 14:17874. [PMID: 39090256 PMCID: PMC11294352 DOI: 10.1038/s41598-024-68755-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 07/26/2024] [Indexed: 08/04/2024] Open
Abstract
Acute myeloid leukemia (AML) exhibits pronounced heterogeneity and chemotherapy resistance. Aberrant programmed cell death (PCD) implicated in AML pathogenesis suggests PCD-related signatures could serve as biomarkers to predict clinical outcomes and drug response. We utilized 13 PCD pathways, including apoptosis, pyroptosis, ferroptosis, autophagy, necroptosis, cuproptosis, parthanatos, entotic cell death, netotic cell death, lysosome-dependent cell death, alkaliptosis, oxeiptosis, and disulfidptosis to develop predictive models based on 73 machine learning combinations from 10 algorithms. Bulk RNA-sequencing, single-cell RNA-sequencing transcriptomic data, and matched clinicopathological information were obtained from the TCGA-AML, Tyner, and GSE37642-GPL96 cohorts. These datasets were leveraged to construct and validate the models. Additionally, in vitro experiments were conducted to substantiate the bioinformatics findings. The machine learning approach established a 6-gene pan-programmed cell death-related genes index (PPCDI) signature. Validation in two external cohorts showed high PPCDI associated with worse prognosis in AML patients. Incorporating PPCDI with clinical variables, we constructed several robust prognostic nomograms that accurately predicted prognosis of AML patients. Multi-omics analysis integrating bulk and single-cell transcriptomics revealed correlations between PPCDI and immunological features, delineating the immune microenvironment landscape in AML. Patients with high PPCDI exhibited resistance to conventional chemotherapy like doxorubicin but retained sensitivity to dasatinib and methotrexate (FDA-approved drugs for other leukemias), suggesting the potential of PPCDI to guide personalized therapy selection in AML. In summary, we developed a novel PPCDI model through comprehensive analysis of diverse programmed cell death pathways. This PPCDI signature demonstrates great potential in predicting clinical prognosis and drug sensitivity phenotypes in AML patients.
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Affiliation(s)
- Yu Qin
- Department of Hematology, First Affiliated Hospital of Anhui Medical University, 218Jixi Road, Hefei, 230022, Anhui, China
| | - Xuexue Pu
- Department of Critical Care Medicine, First Affiliated Hospital of Anhui Medical University, 218Jixi Road, Hefei, 230022, Anhui, China
| | - Dingtao Hu
- Clinical Cancer Institute, Center for Translational Medicine, Naval Medical University, 800 Xiangyin Road, Shanghai, China
| | - Mingzhen Yang
- Department of Hematology, First Affiliated Hospital of Anhui Medical University, 218Jixi Road, Hefei, 230022, Anhui, China.
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2
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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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3
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Rhodes JD, Goldenring JR, Lee SH. Regulation of metaplasia and dysplasia in the stomach by the stromal microenvironment. Exp Mol Med 2024; 56:1322-1330. [PMID: 38825636 PMCID: PMC11263556 DOI: 10.1038/s12276-024-01240-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: 11/30/2023] [Revised: 03/03/2024] [Accepted: 03/03/2024] [Indexed: 06/04/2024] Open
Abstract
Research on the microenvironment associated with gastric carcinogenesis has focused on cancers of the stomach and often underestimates premalignant stages such as metaplasia and dysplasia. Since epithelial interactions with T cells, macrophages, and type 2 innate lymphoid cells (ILC2s) are indispensable for the formation of precancerous lesions in the stomach, understanding the cellular interactions that promote gastric precancer warrants further investigation. Although various types of immune cells have been shown to play important roles in gastric carcinogenesis, it remains unclear how stromal cells such as fibroblasts influence epithelial transformation in the stomach, especially during precancerous stages. Fibroblasts exist as distinct populations across tissues and perform different functions depending on the expression patterns of cell surface markers and secreted factors. In this review, we provide an overview of known microenvironmental components in the stroma with an emphasis on fibroblast subpopulations and their roles during carcinogenesis in tissues including breast, pancreas, and stomach. Additionally, we offer insights into potential targets of tumor-promoting fibroblasts and identify open areas of research related to fibroblast plasticity and the modulation of gastric carcinogenesis.
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Affiliation(s)
- Jared D Rhodes
- Program in Cancer Biology, Nashville, TN, USA
- Epithelial Biology Center, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - James R Goldenring
- Program in Cancer Biology, Nashville, TN, USA.
- Epithelial Biology Center, Vanderbilt University School of Medicine, Nashville, TN, USA.
- Section of Surgical Sciences, Nashville, TN, USA.
- Department of Cell and Developmental Biology, Nashville, TN, USA.
- Nashville VA Medical Center, Nashville, TN, USA.
| | - Su-Hyung Lee
- Epithelial Biology Center, Vanderbilt University School of Medicine, Nashville, TN, USA.
- Section of Surgical Sciences, Nashville, TN, USA.
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4
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Li X, Mara AB, Musial SC, Kolling FW, Gibbings SL, Gerebtsov N, Jakubzick CV. Coordinated chemokine expression defines macrophage subsets across tissues. Nat Immunol 2024; 25:1110-1122. [PMID: 38698086 PMCID: PMC11565582 DOI: 10.1038/s41590-024-01826-9] [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: 05/18/2023] [Accepted: 03/20/2024] [Indexed: 05/05/2024]
Abstract
Lung-resident macrophages, which include alveolar macrophages and interstitial macrophages (IMs), exhibit a high degree of diversity, generally attributed to different activation states, and often complicated by the influx of monocytes into the pool of tissue-resident macrophages. To gain a deeper insight into the functional diversity of IMs, here we perform comprehensive transcriptional profiling of resident IMs and reveal ten distinct chemokine-expressing IM subsets at steady state and during inflammation. Similar IM subsets that exhibited coordinated chemokine signatures and differentially expressed genes were observed across various tissues and species, indicating conserved specialized functional roles. Other macrophage types shared specific IM chemokine profiles, while also presenting their own unique chemokine signatures. Depletion of CD206hi IMs in Pf4creR26EYFP+DTR and Pf4creR26EYFPCx3cr1DTR mice led to diminished inflammatory cell recruitment, reduced tertiary lymphoid structure formation and fewer germinal center B cells in models of allergen- and infection-driven inflammation. These observations highlight the specialized roles of IMs, defined by their coordinated chemokine production, in regulating immune cell influx and organizing tertiary lymphoid tissue architecture.
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Affiliation(s)
- Xin Li
- Department of Microbiology and Immunology, Dartmouth Geisel School of Medicine, Hanover, NH, USA
| | - Arlind B Mara
- Department of Microbiology and Immunology, Dartmouth Geisel School of Medicine, Hanover, NH, USA
| | - Shawn C Musial
- Department of Microbiology and Immunology, Dartmouth Geisel School of Medicine, Hanover, NH, USA
| | - Fred W Kolling
- Dartmouth Cancer Center, Dartmouth Geisel School of Medicine, Hanover, NH, USA
| | | | - Nikita Gerebtsov
- Lab for Immunoregulation and Mucosal Immunology, VIB-UGent Center for Inflammation Research, Ghent, Belgium
- Department of Internal Medicine and Pediatrics, Ghent University, Ghent, Belgium
| | - Claudia V Jakubzick
- Department of Microbiology and Immunology, Dartmouth Geisel School of Medicine, Hanover, NH, USA.
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5
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Wang Y, Huang Z, Sun M, Huang W, Xia L. ETS transcription factors: Multifaceted players from cancer progression to tumor immunity. Biochim Biophys Acta Rev Cancer 2023; 1878:188872. [PMID: 36841365 DOI: 10.1016/j.bbcan.2023.188872] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 01/18/2023] [Accepted: 01/28/2023] [Indexed: 02/26/2023]
Abstract
The E26 transformation specific (ETS) family comprises 28 transcription factors, the majority of which are involved in tumor initiation and development. Serving as a group of functionally heterogeneous gene regulators, ETS factors possess a structurally conserved DNA-binding domain. As one of the most prominent families of transcription factors that control diverse cellular functions, ETS activation is modulated by multiple intracellular signaling pathways and post-translational modifications. Disturbances in ETS activity often lead to abnormal changes in oncogenicity, including cancer cell survival, growth, proliferation, metastasis, genetic instability, cell metabolism, and tumor immunity. This review systematically addresses the basics and advances in studying ETS factors, from their tumor relevance to clinical translational utility, with a particular focus on elucidating the role of ETS family in tumor immunity, aiming to decipher the vital role and clinical potential of regulation of ETS factors in the cancer field.
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Affiliation(s)
- Yufei Wang
- Department of Gastroenterology, Institute of Liver and Gastrointestinal Diseases, Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China
| | - Zhao Huang
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Key Laboratory of Organ Transplantation, Ministry of Education and Ministry of Public Health, Wuhan, Hubei 430030, China
| | - Mengyu Sun
- Department of Gastroenterology, Institute of Liver and Gastrointestinal Diseases, Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China
| | - Wenjie Huang
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Key Laboratory of Organ Transplantation, Ministry of Education and Ministry of Public Health, Wuhan, Hubei 430030, China.
| | - Limin Xia
- Department of Gastroenterology, Institute of Liver and Gastrointestinal Diseases, Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China.
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6
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Lefler JE, MarElia-Bennett CB, Thies KA, Hildreth BE, Sharma SM, Pitarresi JR, Han L, Everett C, Koivisto C, Cuitino MC, Timmers CD, O'Quinn E, Parrish M, Romeo MJ, Linke AJ, Hobbs GA, Leone G, Guttridge DC, Zimmers TA, Lesinski GB, Ostrowski MC. STAT3 in tumor fibroblasts promotes an immunosuppressive microenvironment in pancreatic cancer. Life Sci Alliance 2022; 5:e202201460. [PMID: 35803738 PMCID: PMC9270499 DOI: 10.26508/lsa.202201460] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 06/30/2022] [Accepted: 06/30/2022] [Indexed: 01/21/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is associated with an incredibly dense stroma, which contributes to its recalcitrance to therapy. Cancer-associated fibroblasts (CAFs) are one of the most abundant cell types within the PDAC stroma and have context-dependent regulation of tumor progression in the tumor microenvironment (TME). Therefore, understanding tumor-promoting pathways in CAFs is essential for developing better stromal targeting therapies. Here, we show that disruption of the STAT3 signaling axis via genetic ablation of Stat3 in stromal fibroblasts in a Kras G12D PDAC mouse model not only slows tumor progression and increases survival, but re-shapes the characteristic immune-suppressive TME by decreasing M2 macrophages (F480+CD206+) and increasing CD8+ T cells. Mechanistically, we show that loss of the tumor suppressor PTEN in pancreatic CAFs leads to an increase in STAT3 phosphorylation. In addition, increased STAT3 phosphorylation in pancreatic CAFs promotes secretion of CXCL1. Inhibition of CXCL1 signaling inhibits M2 polarization in vitro. The results provide a potential mechanism by which CAFs promote an immune-suppressive TME and promote tumor progression in a spontaneous model of PDAC.
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Affiliation(s)
- Julia E Lefler
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Catherine B MarElia-Bennett
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Katie A Thies
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Blake E Hildreth
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Sudarshana M Sharma
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Jason R Pitarresi
- Division of Gastroenterology, Department of Medicine and Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Lu Han
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Caroline Everett
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Christopher Koivisto
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Maria C Cuitino
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Cynthia D Timmers
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Elizabeth O'Quinn
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Melodie Parrish
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Martin J Romeo
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Amanda J Linke
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - G Aaron Hobbs
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Gustavo Leone
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Denis C Guttridge
- Department of Pediatrics and Hollings Cancer Center, Medical University of South Carolina, Charleston, SC, USA
| | - Teresa A Zimmers
- Department of Anatomy, Cell Biology, and Physiology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Gregory B Lesinski
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA, USA
| | - Michael C Ostrowski
- Hollings Cancer Center and Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
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7
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Biomarkers in Liquid Biopsies for Prediction of Early Liver Metastases in Pancreatic Cancer. Cancers (Basel) 2022; 14:cancers14194605. [PMID: 36230528 PMCID: PMC9562670 DOI: 10.3390/cancers14194605] [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: 07/29/2022] [Revised: 09/09/2022] [Accepted: 09/21/2022] [Indexed: 11/21/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most aggressive solid malignancies with poor survival rates. Only 20% of the patients are eligible for R0-surgical resection, presenting with early relapses, mainly in the liver. PDAC patients with hepatic metastases have a worse outcome compared to patients with metastases at other sites. Early detection of hepatic spread bears the potential to improve patient outcomes. Thus, this study sought for serum-based perioperative biomarkers allowing discrimination of early (EHMS ≤ 12 months) and late hepatic metastatic spread (LHMS > 12 months). Serum samples from 83 resectable PDAC patients were divided into EHMS and LHMS and analyzed for levels of inflammatory mediators by LEGENDplexTM, which was validated and extended by Olink® analysis. CA19-9 serum levels served as control. Results were correlated with clinicopathological data. While serum CA19-9 levels were comparable, Olink® analysis confirmed distinct differences between both groups. It revealed significantly elevated levels of factors involved in chemotaxis and migration of immune cells, immune activity, and cell growth in serum of LHMS-patients. Overall, Olink® analysis identified a comprehensive biomarker panel in serum of PDAC patients that could provide the basis for predicting LHMS. However, further studies with larger cohorts are required for its clinical translation.
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8
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Yang H, Messina-Pacheco J, Corredor ALG, Gregorieff A, Liu JL, Nehme A, Najafabadi HS, Riazalhosseini Y, Gao B, Gao ZH. An integrated model of acinar to ductal metaplasia-related N7-methyladenosine regulators predicts prognosis and immunotherapy in pancreatic carcinoma based on digital spatial profiling. Front Immunol 2022; 13:961457. [PMID: 35979350 PMCID: PMC9377277 DOI: 10.3389/fimmu.2022.961457] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2022] [Accepted: 06/24/2022] [Indexed: 12/14/2022] Open
Abstract
Acinar-to-ductal metaplasia (ADM) is a recently recognized, yet less well-studied, precursor lesion of pancreatic ductal adenocarcinoma (PDAC) developed in the setting of chronic pancreatitis. Through digital spatial mRNA profiling, we compared ADM and adjacent PDAC tissues from patient samples to unveil the bridging genes during the malignant transformation of pancreatitis. By comparing the bridging genes with the 7-methylguanosine (m7G)-seq dataset, we screened 19 m7G methylation genes for a subsequent large sample analysis. We constructed the “m7G score” model based on the RNA-seq data for pancreatic cancer in The Cancer Genome Atlas (TCGA) database and The Gene Expression Omnibus (GEO) database. Tumors with a high m7G score were characterized by increased immune cell infiltration, increased genomic instability, higher response rate to combined immune checkpoint inhibitors (ICIs), and overall poor survival. These findings indicate that the m7G score is associated with tumor invasiveness, immune cell infiltration, ICI treatment response, and overall patients’ survival. We also identified FN1 and ITGB1 as core genes in the m7Gscore model, which affect immune cell infiltration and genomic instability not only in pancreatic cancer but also in pan-cancer. FN1 and ITGB1 can inhibit immune T cell activition by upregulation of macrophages and neutrophils, thereby leading to immune escape of pancreatic cancer cells and reducing the response rate of ICI treatment.
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Affiliation(s)
- Hao Yang
- Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Julia Messina-Pacheco
- Department of Pathology, McGill University and the Research Institute of McGill University Health Centre, Montreal, QC, Canada
| | - Andrea Liliam Gomez Corredor
- Department of Pathology, McGill University and the Research Institute of McGill University Health Centre, Montreal, QC, Canada
| | - Alex Gregorieff
- Department of Pathology, McGill University and the Research Institute of McGill University Health Centre, Montreal, QC, Canada
| | - Jun-li Liu
- MeDic Program, The Research Institute of McGill University Health Centre, & Division of Endocrinology and Metabolism, Department of Medicine, McGill University, Montreal, QC, Canada
| | - Ali Nehme
- Department of Human Genetics, McGill University, Montreal, QC, Canada
- McGill University Genome Centre, Montreal, QC, Canada
| | - Hamed S. Najafabadi
- Department of Human Genetics, McGill University, Montreal, QC, Canada
- McGill University Genome Centre, Montreal, QC, Canada
| | - Yasser Riazalhosseini
- Department of Human Genetics, McGill University, Montreal, QC, Canada
- McGill University Genome Centre, Montreal, QC, Canada
| | - Bo Gao
- Department of General Surgery, Peking University People’s Hospital, Beijing, China
- *Correspondence: Zu-hua Gao, ; Bo Gao,
| | - Zu-hua Gao
- Department of Pathology and Laboratory Medicine, British Columbia (BC) Cancer Research Center, University of British Columbia, Vancouver, BC, Canada
- *Correspondence: Zu-hua Gao, ; Bo Gao,
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9
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Jiang T, Wei F, Xie K. Clinical significance of pancreatic ductal metaplasia. J Pathol 2022; 257:125-139. [PMID: 35170758 DOI: 10.1002/path.5883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Revised: 02/06/2022] [Accepted: 02/14/2022] [Indexed: 11/08/2022]
Abstract
Pancreatic ductal metaplasia (PDM) is the stepwise replacement of differentiated somatic cells with ductal or ductal-like cells in the pancreas. PDM is usually triggered by cellular and environmental insults. PDM development may involve all cell lineages of the pancreas, and acinar cells with the highest plasticity are the major source of PDM. Pancreatic progenitor cells are also involved as cells of origin or transitional intermediates. PDM is heterogeneous at the histological, cellular, and molecular levels and only certain subsets of PDM develop further into pancreatic intraepithelial neoplasia (PanIN) and then pancreatic ductal adenocarcinoma (PDAC). The formation and evolution of PDM is regulated at the cellular and molecular levels through a complex network of signaling pathways. The key molecular mechanisms that drive PDM formation and its progression into PanIN/PDAC remain unclear, but represent key targets for reversing or inhibiting PDM. Alternatively, PDM could be a source of pancreas regeneration, including both exocrine and endocrine components. Cellular aging and apoptosis are obstacles to PDM-to-PanIN progression or pancreas regeneration. Functional identification of the cellular and molecular events driving senescence and apoptosis in PDM and its progression would help not only to restrict the development of PDM into PanIN/PDAC, but may also facilitate pancreatic regeneration. This review systematically assesses recent advances in the understanding of PDM physiology and pathology, with a focus on its implications for enhancing regeneration and prevention of cancer. © 2022 The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Tingting Jiang
- Center for Pancreatic Cancer Research, The South China University of Technology School of Medicine, Guangzhou, PR China
- Department of Pathology, The South China University of Technology School of Medicine, Guangzhou, PR China
| | - Fang Wei
- Institute of Digestive Diseases Research, The South China University of Technology School of Medicine, Guangzhou, PR China
| | - Keping Xie
- Center for Pancreatic Cancer Research, The South China University of Technology School of Medicine, Guangzhou, PR China
- Department of Pathology, The South China University of Technology School of Medicine, Guangzhou, PR China
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10
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Abstract
Decades of research have concluded that disruptions to Phosphatase and tensin homolog deleted on chromosome 10 (PTEN) have profound effects on cancer progression. However, as our understanding of the tumor stroma has evolved, we can appreciate that disruptions to tumor suppressors such as PTEN should not be studied solely in an epithelial context. Inactivation of PTEN in the stroma is associated with worse outcomes in human cancers, therefore, it is important to understand activities regulated downstream of PTEN in stromal compartments. Studies reviewed herein provide evidence for important mechanistic targets downstream of PTEN signaling in cancer-associated fibroblasts (CAFs), a major component of the tumor stroma. We also discuss the potential clinical implications for these findings.
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Affiliation(s)
- Julia E Lefler
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, United States; Hollings Cancer Center, Medical University of South Carolina, Charleston, SC, United States
| | - Cara Seward
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, United States; Hollings Cancer Center, Medical University of South Carolina, Charleston, SC, United States
| | - Michael C Ostrowski
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, United States; Hollings Cancer Center, Medical University of South Carolina, Charleston, SC, United States.
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11
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Wan PZ, Xu TH, Tian BY, Guo GY, Li XL, Yao L. Machine Learning Reveals Ets2 as a Novel Target for Membranous Nephropathy Treatment and Its Role in Immune Infiltration. Front Med (Lausanne) 2022; 9:813329. [PMID: 35372448 PMCID: PMC8971574 DOI: 10.3389/fmed.2022.813329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 02/08/2022] [Indexed: 11/28/2022] Open
Abstract
Background Membranous nephropathy (MN) is a common pathological phenotype for adult nephrotic syndrome (NS). The occurrence of MN is increasing across China, but diagnostic methods for MN still rely on kidney biopsy and PLA2R and THSD7A detection in plasma and kidney tissue, and there has been no new biomarker for MN discovered since 2014. Immune infiltration status in MN patients suffers from the dearth of associated studies. In the present study, we aimed to find new bio-markers for MN and evaluate the role of immune cells infiltration in MN pathology. Methods We downloaded MN expression profile from the Gene Expression Omnibus database and used R-project to screen differentially expressed genes (DEGs) and performed functional correlation analysis. Least absolute shrinkage and selection operator (LASSO) logistic regression and Radom Forest algorithms were used to screen and verify the bio-markers of MN. Finally, CIBERSORT was used to evaluate the infiltration of immune cells in MN tissues. Results A total of 463 DEGs were screened from the MN tissue in this study. ETS2 was identified as bio-marker for MN. The CIBERSORT results showed that there were statistical differences in monocytes, plasma cells, regulatory T cells, and memory B cells. In addition, ETS2 was positively related to monocytes, M1 phase macrophages, and neutrophils and negatively correlated to plasma cells, CD4+ T memory cells, M2 macrophages, CD8+ T cells, memory B cells, and resting mast cells. Conclusion (1) Machine learning algorithms reveals Ets2 as a novel target for membranous nephropathy patients. (2) Immune infiltration plays an important part in membranous nephropathy. (3) Ets2 expression is related to immune cells infiltration.
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12
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Pécot T, Cuitiño MC, Johnson RH, Timmers C, Leone G. Deep learning tools and modeling to estimate the temporal expression of cell cycle proteins from 2D still images. PLoS Comput Biol 2022; 18:e1009949. [PMID: 35286300 PMCID: PMC8947602 DOI: 10.1371/journal.pcbi.1009949] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 03/24/2022] [Accepted: 02/21/2022] [Indexed: 11/18/2022] Open
Abstract
Automatic characterization of fluorescent labeling in intact mammalian tissues remains a challenge due to the lack of quantifying techniques capable of segregating densely packed nuclei and intricate tissue patterns. Here, we describe a powerful deep learning-based approach that couples remarkably precise nuclear segmentation with quantitation of fluorescent labeling intensity within segmented nuclei, and then apply it to the analysis of cell cycle dependent protein concentration in mouse tissues using 2D fluorescent still images. First, several existing deep learning-based methods were evaluated to accurately segment nuclei using different imaging modalities with a small training dataset. Next, we developed a deep learning-based approach to identify and measure fluorescent labels within segmented nuclei, and created an ImageJ plugin to allow for efficient manual correction of nuclear segmentation and label identification. Lastly, using fluorescence intensity as a readout for protein concentration, a three-step global estimation method was applied to the characterization of the cell cycle dependent expression of E2F proteins in the developing mouse intestine.
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Affiliation(s)
- Thierry Pécot
- Rennes 1 University, SFR Biosit (UMS 3480 - US 018), Rennes, France
- * E-mail:
| | - Maria C. Cuitiño
- Department of Radiation Oncology, Arthur G. James Hospital/Ohio State Comprehensive Cancer Center, Columbus, Ohio, United States of America
| | - Roger H. Johnson
- Cancer Center, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
| | - Cynthia Timmers
- Division of Hematology and Oncology, College of Medicine, Medical University of South Carolina, Charleston, South Carolina, United States of America
| | - Gustavo Leone
- Department of Biochemistry, Cancer Center, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
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13
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Wu Q, Zhang Z, Ji M, Yan T, Jiang Y, Chen Y, Chang J, Zhang J, Tang D, Zhu D, Wei Y. The Establishment and Experimental Verification of an lncRNA-Derived CD8+ T Cell Infiltration ceRNA Network in Colorectal Cancer. Clin Med Insights Oncol 2022; 16:11795549221092218. [PMID: 35479766 PMCID: PMC9036385 DOI: 10.1177/11795549221092218] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 03/17/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Long noncoding RNAs (LncRNA) lead a vital role in colorectal cancer (CRC) development. The infiltrating CD8+ T cell is the main target of immunotherapy. Our study aimed to figure out the potential mechanism of lncRNAs regulating the function of CD8+ T cells in CRC. METHODS We collected bulk RNA-seq, miRNA-seq, and single-cell RNA-seq (scRNA-seq) data from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) database. The cibersort algorithm and correlation analysis were used to estimate the abundance of CD8+ T cells and screened out the most relevant lncRNAs. We used scRNA-seq data to identify the main cell lncRNA expressed. Furthermore, one competing endogenous RNA (ceRNA) network focusing on the potential mechanism of lncRNA-derived CD8+ T cell infiltration was constructed. We established a co-culture system to assess the immunosuppressive function of the lncRNA. And we evaluated the effects of the lncRNA on CD8+ T cell cytotoxicity by flow cytometry, qPCR, and clone formation assay. RESULTS Three CD8+ T cell infiltration-related lncRNAs were identified, and LINC00657 was expressed mainly in tumor cells, negatively associated with CD8+ T cell infiltration. Hsa-miRNA-1224-3p and hsa-miRNA-338-5p and SCD, ETS2, UBE2H, and YY1 were identified to construct the ceRNA network. Immunosuppression-related tumor marker CD155 was proved to be positively correlated with LINC00657 and mRNAs in the ceRNA network. In addition, we proved that LINC00657 could impair the cytotoxicity of CD8+ T cells, and its expression was positively associated with CD155 in vitro. CONCLUSIONS We successfully constructed an lncRNA-derived CD8+ T cell infiltration ceRNA network in CRC. LINC00657 may play a leading role in the CRC immune escape and could be a novel immunotherapy target.
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Affiliation(s)
- Qi Wu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Engineering Research Center of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
- Cancer Center, Zhongshan Hospital, Shanghai, China
| | - Zhiyuan Zhang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Engineering Research Center of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
- Cancer Center, Zhongshan Hospital, Shanghai, China
| | - Meiling Ji
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Engineering Research Center of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
- Cancer Center, Zhongshan Hospital, Shanghai, China
| | - Tao Yan
- Department of Cardiovascular Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yudong Jiang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Engineering Research Center of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
- Cancer Center, Zhongshan Hospital, Shanghai, China
| | - Yijiao Chen
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Engineering Research Center of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
- Cancer Center, Zhongshan Hospital, Shanghai, China
| | - Jiang Chang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Engineering Research Center of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
- Cancer Center, Zhongshan Hospital, Shanghai, China
| | - Jicheng Zhang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Engineering Research Center of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
- Cancer Center, Zhongshan Hospital, Shanghai, China
| | - Dong Tang
- Department of General Surgery, Institute of General Surgery, Northern Jiangsu People’s Hospital, Clinical Medical College, Yangzhou University, Yangzhou, China
| | - Dexiang Zhu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Engineering Research Center of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
- Cancer Center, Zhongshan Hospital, Shanghai, China
| | - Ye Wei
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Engineering Research Center of Colorectal Cancer Minimally Invasive Technology, Shanghai, China
- Cancer Center, Zhongshan Hospital, Shanghai, China
- Ye Wei, Department of General Surgery, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200030, Shanghai, China.
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14
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Pan J, Ye F, Yu C, Zhu Q, Li J, Zhang Y, Tian H, Yao Y, Zhu M, Shen Y, Zhu F, Wang Y, Zhou X, Guo G, Wu Y. Papillary Thyroid Carcinoma Landscape and Its Immunological Link With Hashimoto Thyroiditis at Single-Cell Resolution. Front Cell Dev Biol 2021; 9:758339. [PMID: 34805166 PMCID: PMC8602800 DOI: 10.3389/fcell.2021.758339] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 10/11/2021] [Indexed: 12/24/2022] Open
Abstract
The tumor microenvironment heterogeneity of papillary thyroid cancer (PTC) is poorly characterized. The relationship between PTC and Hashimoto thyroiditis (HT) is also in doubt. Here, we used single-cell RNA sequencing to map the transcriptome landscape of PTC from eight PTC patients, of which three were concurrent with HT. Predicted copy number variation in epithelial cells and mesenchymal cells revealed the distinct molecular signatures of carcinoma cells. Carcinoma cells demonstrated intertumoral heterogeneity based on BRAF V600E mutation or lymph node metastasis, and some altered genes were identified to be correlated with disease-free survival in The Cancer Genome Atlas datasets. In addition, transcription factor regulons of follicular epithelial cells unveil the different transcription activation state in PTC patients with or without concurrent HT. The immune cells in tumors exhibited distinct transcriptional states, and the presence of tumor-infiltrating B lymphocytes was predominantly linked to concurrent HT origin. Trajectory analysis of B cells and plasma cells suggested their migration potential from HT adjacent tissues to tumor tissues. Furthermore, we revealed diverse ligand–receptor pairs between non-immune cells, infiltrating myeloid cells, and lymphocytes. Our results provided a single-cell landscape of human PTC. These data would deepen the understanding of PTC, as well as the immunological link between PTC and HT.
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Affiliation(s)
- Jun Pan
- Department of Thyroid Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Fang Ye
- Center for Stem Cell and Regenerative Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Chengxuan Yu
- Center for Stem Cell and Regenerative Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qinsheng Zhu
- Department of Thyroid Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Jiaqi Li
- Center for Stem Cell and Regenerative Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yaohui Zhang
- Department of Thyroid Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Hedi Tian
- Department of Thyroid Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Yunjin Yao
- Department of Thyroid Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Minjie Zhu
- Surgical Department, Hangzhou Third Hospital, Hangzhou, China
| | - Yibin Shen
- Department of Thyroid Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Feng Zhu
- Department of Thyroid Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Yingying Wang
- Kidney Disease Center, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Xinhui Zhou
- Department of Gynecology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Guoji Guo
- Center for Stem Cell and Regenerative Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou, China.,Zhejiang Provincial Key Laboratory for Tissue Engineering and Regenerative Medicine, Dr. Li Dak Sum & Yip Yio Chin Center for Stem Cell and Regenerative Medicine, Hangzhou, China.,Institute of Hematology, Zhejiang University, Hangzhou, China.,Stem Cell Institute, Zhejiang University, Hangzhou, China
| | - Yijun Wu
- Department of Thyroid Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
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15
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Singh AK, Haque M, Madarampalli B, Shi Y, Wildman BJ, Basit A, Khuder SA, Prasad B, Hassan Q, Ahmed S, Ouseph MM. Ets-2 Propagates IL-6 Trans-Signaling Mediated Osteoclast-Like Changes in Human Rheumatoid Arthritis Synovial Fibroblast. Front Immunol 2021; 12:746503. [PMID: 34795667 PMCID: PMC8593237 DOI: 10.3389/fimmu.2021.746503] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 10/06/2021] [Indexed: 11/13/2022] Open
Abstract
Rheumatoid arthritis synovial fibroblasts (RASFs) contribute to synovial inflammation and bone destruction by producing a pleiotropic cytokine interleukin-6 (IL-6). However, the molecular mechanisms through which IL-6 propels RASFs to contribute to bone loss are not fully understood. In the present study, we investigated the effect of IL-6 and IL-6 receptor (IL-6/IL-6R)-induced trans-signaling in human RASFs. IL-6 trans-signaling caused a significant increase in tartrate-resistant acid phosphatase (TRAP)-positive staining in RASFs and enhanced pit formation by ~3-fold in the osteogenic surface in vitro. IL-6/IL-6R caused dose-dependent increase in expression and nuclear translocation of transcription factor Ets2, which correlated with the expression of osteoclast-specific signature proteins RANKL, cathepsin B (CTSB), and cathepsin K (CTSK) in RASFs. Chromatin immunoprecipitation (ChIP) analysis of CTSB and CTSK promoters showed direct Ets2 binding and transcriptional activation upon IL-6/IL-6R stimulation. Knockdown of Ets2 significantly inhibited IL-6/IL-6R-induced RANKL, CTSB, and CTSK expression and TRAP staining in RASFs and suppressed markers of RASF invasive phenotype such as Thy1 and podoplanin (PDPN). Mass spectrometry analysis of the secretome identified 113 proteins produced by RASFs uniquely in response to IL-6/IL-6R that bioinformatically predicted its impact on metabolic reprogramming towards an osteoclast-like phenotype. These findings identified the role of Ets2 in IL-6 trans-signaling induced molecular reprogramming of RASFs to osteoclast-like cells and may contribute to RASF heterogeneity.
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Affiliation(s)
- Anil K Singh
- Department of Pharmaceutical Sciences, Washington State University College of Pharmacy, Spokane, WA, United States
| | - Mahamudul Haque
- Department of Pharmaceutical Sciences, Washington State University College of Pharmacy, Spokane, WA, United States
| | - Bhanupriya Madarampalli
- Department of Pharmaceutical Sciences, Washington State University College of Pharmacy, Spokane, WA, United States
| | - Yuanyuan Shi
- Department of Pharmaceutics, University of Washington School of Medicine, Seattle, WA, United States
| | - Benjamin J Wildman
- Department of Oral and Maxillofacial Surgery, School of Dentistry, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Abdul Basit
- Department of Pharmaceutical Sciences, Washington State University College of Pharmacy, Spokane, WA, United States
| | - Sadik A Khuder
- Department of Medicine and Public Health, University of Toledo, Toledo, OH, United States
| | - Bhagwat Prasad
- Department of Pharmaceutical Sciences, Washington State University College of Pharmacy, Spokane, WA, United States
| | - Quamarul Hassan
- Department of Oral and Maxillofacial Surgery, School of Dentistry, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Salahuddin Ahmed
- Department of Pharmaceutical Sciences, Washington State University College of Pharmacy, Spokane, WA, United States.,Division of Rheumatology, University of Washington School of Medicine, Seattle, WA, United States
| | - Madhu M Ouseph
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, United States
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16
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Yin H, Guo R, Zhang H, Liu S, Gong Y, Yuan Y. A Dynamic Transcriptome Map of Different Tissue Microenvironment Cells Identified During Gastric Cancer Development Using Single-Cell RNA Sequencing. Front Immunol 2021; 12:728169. [PMID: 34745098 PMCID: PMC8566821 DOI: 10.3389/fimmu.2021.728169] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 10/06/2021] [Indexed: 12/20/2022] Open
Abstract
Gastric cancer (GC) development trends have identified multiple processes ranging from inflammation to carcinogenesis, however, key pathogenic mechanisms remain unclear. Tissue microenvironment (TME) cells are critical for the progression of malignant tumors. Here, we generated a dynamic transcriptome map of various TME cells during multi-disease stages using single-cell sequencing analysis. We observed a set of key transition markers related to TME cell carcinogenic evolution, and delineated landmark dynamic carcinogenic trajectories of these cells. Of these, macrophages, fibroblasts, and endothelial cells exerted considerable effects toward epithelial cells, suggesting these cells may be key TME factors promoting GC occurrence and development. Our results suggest a phenotypic convergence of different TME cell types toward tumor formation processes in GC. We believe our data would pave the way for early GC detection, diagnosis, and treatment therapies.
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Affiliation(s)
- Honghao Yin
- Tumor Etiology and Screening Department of Cancer Institute and General Surgery, The First Hospital of China Medical University, Shenyang, China.,Key Laboratory of Cancer Etiology and Prevention in Liaoning Education Department, The First Hospital of China Medical University, Shenyang, China.,Key Laboratory of GI Cancer Etiology and Prevention in Liaoning Province, The First Hospital of China Medical University, Shenyang, China
| | - Rui Guo
- Tumor Etiology and Screening Department of Cancer Institute and General Surgery, The First Hospital of China Medical University, Shenyang, China.,Key Laboratory of Cancer Etiology and Prevention in Liaoning Education Department, The First Hospital of China Medical University, Shenyang, China.,Key Laboratory of GI Cancer Etiology and Prevention in Liaoning Province, The First Hospital of China Medical University, Shenyang, China
| | - Huanyu Zhang
- Tumor Etiology and Screening Department of Cancer Institute and General Surgery, The First Hospital of China Medical University, Shenyang, China.,Key Laboratory of Cancer Etiology and Prevention in Liaoning Education Department, The First Hospital of China Medical University, Shenyang, China.,Key Laboratory of GI Cancer Etiology and Prevention in Liaoning Province, The First Hospital of China Medical University, Shenyang, China
| | - Songyi Liu
- Tumor Etiology and Screening Department of Cancer Institute and General Surgery, The First Hospital of China Medical University, Shenyang, China.,Key Laboratory of Cancer Etiology and Prevention in Liaoning Education Department, The First Hospital of China Medical University, Shenyang, China.,Key Laboratory of GI Cancer Etiology and Prevention in Liaoning Province, The First Hospital of China Medical University, Shenyang, China
| | - Yuehua Gong
- Tumor Etiology and Screening Department of Cancer Institute and General Surgery, The First Hospital of China Medical University, Shenyang, China.,Key Laboratory of Cancer Etiology and Prevention in Liaoning Education Department, The First Hospital of China Medical University, Shenyang, China.,Key Laboratory of GI Cancer Etiology and Prevention in Liaoning Province, The First Hospital of China Medical University, Shenyang, China
| | - Yuan Yuan
- Tumor Etiology and Screening Department of Cancer Institute and General Surgery, The First Hospital of China Medical University, Shenyang, China.,Key Laboratory of Cancer Etiology and Prevention in Liaoning Education Department, The First Hospital of China Medical University, Shenyang, China.,Key Laboratory of GI Cancer Etiology and Prevention in Liaoning Province, The First Hospital of China Medical University, Shenyang, China
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17
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Zhang Z, Wang H, Xie X, Chen R, Li J, Ni B, Yu P, Liu Z, Shao G, Xiong Q, Wei Y, Liu B, Feng Z, Zhou X, Zhang C. Long-Residence Pneumonia Vaccine Developed Using PEG-Grafted Hybrid Nanovesicles from Cell Membrane Fusion of Mycoplasma and IFN-γ-Primed Macrophages. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2021; 17:e2101183. [PMID: 34270853 DOI: 10.1002/smll.202101183] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 05/09/2021] [Indexed: 06/13/2023]
Abstract
CD8+ T cell responses play a critical regulatory role in protection against mycoplasma infection-related respiratory diseases. Nanovesicles derived from cell membranes have been shown to induce CD8+ T cell responses. Moreover, the short residence time of mycoplasma membrane-related vaccines in local lymph nodes limits the efficacy of current mycoplasma vaccines. Here, a long-residence pneumonia vaccine is developed using nanovesicles prepared by cell membrane fusion of Mycoplasma hyopneumoniae and interferon-γ (IFN-γ )-primed macrophages, which are grafted with polyethylene glycol to increase residence time in the lymph nodes. Upregulation of intercellular adhesion molecule-1 (ICAM-1) on the membrane of IFN-γ-primed macrophages increases the targeting of the hybrid nanovesicle vaccine to the local lymph nodes, with increased CD8+ T cell activation. A mechanistic study reveals that CD8+ T cell activation is achieved via a pathway involving upregulation of C-C motif chemokine ligand 2/3 expression by E26 transformation-specific sequences, followed by increased immune-stimulatory activity of dendritic cells. In vivo, prophylactic testing reveals that the hybrid nanovesicle vaccine triggers a long-term immune response, as evidenced by a memory CD8+ T cell response against mycoplasma infection. The current study provides a new design strategy for mycoplasma vaccines that involves a hybrid method using biological sources and artificial modification.
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Affiliation(s)
- Zhenzhen Zhang
- Institute of Veterinary Medicine, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, China
| | - Haiyan Wang
- Institute of Veterinary Medicine, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, China
| | - Xing Xie
- Institute of Veterinary Medicine, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, China
| | - Rong Chen
- Institute of Veterinary Medicine, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, China
| | - Jun Li
- Institute of Veterinary Medicine, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, China
| | - Bo Ni
- Institute of Veterinary Medicine, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, China
| | - Pei Yu
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, 210009, China
| | - Zunfeng Liu
- State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Functional Polymer Materials, College of Pharmacy, Nankai University, Tianjin, 300071, China
| | - Guoqing Shao
- Institute of Veterinary Medicine, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, China
| | - Qiyan Xiong
- Institute of Veterinary Medicine, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, China
| | - Yanna Wei
- Institute of Veterinary Medicine, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, China
| | - Beibei Liu
- Institute of Veterinary Medicine, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, China
| | - Zhixin Feng
- Institute of Veterinary Medicine, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, China
| | - Xiang Zhou
- Department of Science, China Pharmaceutical University, Nanjing, 211198, China
| | - Chao Zhang
- School of Traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, 210009, China
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18
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Du W, Pasca di Magliano M, Zhang Y. Therapeutic Potential of Targeting Stromal Crosstalk-Mediated Immune Suppression in Pancreatic Cancer. Front Oncol 2021; 11:682217. [PMID: 34290984 PMCID: PMC8287251 DOI: 10.3389/fonc.2021.682217] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 06/21/2021] [Indexed: 12/19/2022] Open
Abstract
The stroma-rich, immunosuppressive microenvironment is a hallmark of pancreatic ductal adenocarcinoma (PDA). Tumor cells and other cellular components of the tumor microenvironment, such as cancer associated fibroblasts, CD4+ T cells and myeloid cells, are linked by a web of interactions. Their crosstalk not only results in immune evasion of PDA, but also contributes to pancreatic cancer cell plasticity, invasiveness, metastasis, chemo-resistance, immunotherapy-resistance and radiotherapy-resistance. In this review, we characterize several prevalent populations of stromal cells in the PDA microenvironment and describe how the crosstalk among them drives and maintains immune suppression. We also summarize therapeutic approaches to target the stroma. With a better understanding of the complex cellular and molecular networks in PDA, strategies aimed at sensitizing PDA to chemotherapy or immunotherapy through re-programing the tumor microenvironment can be designed, and in turn lead to improved clinical treatment for pancreatic cancer patients.
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Affiliation(s)
- Wenting Du
- Department of Surgery, University of Michigan, Ann Arbor, MI, United States
| | - Marina Pasca di Magliano
- Department of Surgery, University of Michigan, Ann Arbor, MI, United States
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, United States
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, MI, United States
| | - Yaqing Zhang
- Department of Surgery, University of Michigan, Ann Arbor, MI, United States
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, United States
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19
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Charles Jacob HK, Charles Richard JL, Signorelli R, Kashuv T, Lavania S, Vaish U, Boopathy R, Middleton A, Boone MM, Sundaram R, Dudeja V, Saluja AK. Modulation of Early Neutrophil Granulation: The Circulating Tumor Cell-Extravesicular Connection in Pancreatic Ductal Adenocarcinoma. Cancers (Basel) 2021; 13:cancers13112727. [PMID: 34072942 PMCID: PMC8198339 DOI: 10.3390/cancers13112727] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 05/19/2021] [Accepted: 05/24/2021] [Indexed: 12/22/2022] Open
Abstract
Simple Summary Circulating tumor cells (CTCs) found in the blood of pancreatic cancer patients show a worse prognosis to therapy if they are seen in clusters of cells with neutrophils or platelets or with other cell types than when they are seen as singlets. We wanted to investigate if there is a secondary mode of communication between the CTCs and neutrophils that causes them to associate. We describe for the first time an extravesicular (EV) mediated communication between CTCs and neutrophils that modulates early transcriptome changes that can cause neutrophils to partially degranulate and form associations. We also identify the protein cargo carried in such EVs and how when added to naïve neutrophils, they can modulate transcriptomic changes in neutrophils partially disarming them to form clusters rather than undergo specialized cell death, which is characterized by release of condensed chromatin (NETs) and granular contents termed as NETosis. Abstract Tumor cells dissociate from the primary site and enter into systemic circulation (circulating tumor cells, CTCs) either alone or as tumor microemboli (clusters); the latter having an increased predisposition towards forming distal metastases than single CTCs. The formation of clusters is, in part, created by contacts between cell–cell junction proteins and/or cytokine receptor pairs with other cells such as neutrophils, platelets, fibroblasts, etc. In the present study, we provide evidence for an extravesicular (EV) mode of communication between pancreatic cancer CTCs and neutrophils. Our results suggest that the EV proteome of CTCs contain signaling proteins that can modulate degranulation and granule mobilization in neutrophils and, also, contain tissue plasminogen activator and other proteins that can regulate cluster formation. By exposing naïve neutrophils to EVs isolated from CTCs, we further show how these changes are modulated in a dynamic fashion indicating evidence for a deeper EV based remodulatory effect on companion cells in clusters.
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Affiliation(s)
- Harrys Kishore Charles Jacob
- Departments of Surgery, Miller School of Medicine, University of Miami, Miami, FL 33136, USA; (H.K.C.J.); (S.L.); (A.M.); (R.S.); (V.D.)
- Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, FL 33136, USA
| | - John Lalith Charles Richard
- School of Biosciences, Engineering and Technology (SBET), VIT Bhopal University, Madhya Pradesh 466114, India;
| | | | - Tyler Kashuv
- Department of Biochemistry and Molecular Biology, University of Miami, Miami, FL 33146, USA;
| | - Shweta Lavania
- Departments of Surgery, Miller School of Medicine, University of Miami, Miami, FL 33136, USA; (H.K.C.J.); (S.L.); (A.M.); (R.S.); (V.D.)
- Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, FL 33136, USA
| | - Utpreksha Vaish
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL 35233, USA;
| | - Ranjitha Boopathy
- Department of Life Sciences, Shiv Nadar University, Greater Noida 201304, India;
| | - Ashley Middleton
- Departments of Surgery, Miller School of Medicine, University of Miami, Miami, FL 33136, USA; (H.K.C.J.); (S.L.); (A.M.); (R.S.); (V.D.)
- Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, FL 33136, USA
| | | | - Ramakrishnan Sundaram
- Departments of Surgery, Miller School of Medicine, University of Miami, Miami, FL 33136, USA; (H.K.C.J.); (S.L.); (A.M.); (R.S.); (V.D.)
- Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, FL 33136, USA
| | - Vikas Dudeja
- Departments of Surgery, Miller School of Medicine, University of Miami, Miami, FL 33136, USA; (H.K.C.J.); (S.L.); (A.M.); (R.S.); (V.D.)
- Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, FL 33136, USA
- Department of Life Sciences, Shiv Nadar University, Greater Noida 201304, India;
| | - Ashok Kumar Saluja
- Departments of Surgery, Miller School of Medicine, University of Miami, Miami, FL 33136, USA; (H.K.C.J.); (S.L.); (A.M.); (R.S.); (V.D.)
- Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, FL 33136, USA
- Correspondence: ; Tel.: +1-305-243-2703
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20
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Tao X, Xiang H, Pan Y, Shang D, Guo J, Gao G, Xiao GG. Pancreatitis initiated pancreatic ductal adenocarcinoma: Pathophysiology explaining clinical evidence. Pharmacol Res 2021; 168:105595. [PMID: 33823219 DOI: 10.1016/j.phrs.2021.105595] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 03/04/2021] [Accepted: 03/31/2021] [Indexed: 12/15/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly malignant lethal disease due to its asymptomatic at its early lesion of the disease and drug resistance. Target therapy associated with molecular pathways so far seems not to produce reasonable outcomes. Understanding of the molecular mechanisms underlying inflammation-initiated tumorigenesis may be helpful for development of an effective therapy of the disease. A line of studies showed that pancreatic tumorigenesis was resulted from pancreatitis, which was caused synergistically by various pancreatic cells. This review focuses on those players and their possible clinic implications, such as exocrine acinar cells, ductal cells, and various stromal cells, including pancreatic stellate cells (PSCs), macrophages, lymphocytes, neutrophils, mast cells, adipocytes and endothelial cells, working together with each other in an inflammation-mediated microenvironment governed by a myriad of cellular signaling networks towards PDAC.
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Affiliation(s)
- Xufeng Tao
- Department of Pharmacology at School of Chemical Engineering, Dalian University of Technology, Dalian, China
| | - Hong Xiang
- Clinical Laboratory of Integrative Medicine, First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Yue Pan
- Department of Pharmacology at School of Chemical Engineering, Dalian University of Technology, Dalian, China
| | - Dong Shang
- Clinical Laboratory of Integrative Medicine, First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Junchao Guo
- Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Ge Gao
- Department of Laboratory Medicine, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Gary Guishan Xiao
- Department of Pharmacology at School of Chemical Engineering, Dalian University of Technology, Dalian, China; The UCLA Agi Hirshberg Center for Pancreatic Diseases, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States; Functional Genomics and Proteomics Laboratory, Osteoporosis Research Center, Creighton University Medical Center, Omaha, NE, United States.
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21
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Gonda TA, Fang J, Salas M, Do C, Hsu E, Zhukovskaya A, Siegel A, Takahashi R, Lopez-Bujanda ZA, Drake CG, Manji GA, Wang TC, Olive KP, Tycko B. A DNA Hypomethylating Drug Alters the Tumor Microenvironment and Improves the Effectiveness of Immune Checkpoint Inhibitors in a Mouse Model of Pancreatic Cancer. Cancer Res 2020; 80:4754-4767. [PMID: 32816859 DOI: 10.1158/0008-5472.can-20-0285] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2020] [Revised: 06/26/2020] [Accepted: 07/30/2020] [Indexed: 11/16/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a lethal cancer that has proven refractory to immunotherapy. Previously, treatment with the DNA hypomethylating drug decitabine (5-aza-dC; DAC) extended survival in the KPC-Brca1 mouse model of PDAC. Here we investigated the effects of DAC in the original KPC model and tested combination therapy with DAC followed by immune checkpoint inhibitors (ICI). Four protocols were tested: PBS vehicle, DAC, ICI (anti-PD-1 or anti-VISTA), and DAC followed by ICI. For each single-agent and combination treatment, tumor growth was measured by serial ultrasound, tumor-infiltrating lymphoid and myeloid cells were characterized, and overall survival was assessed. Single-agent DAC led to increased CD4+ and CD8+ tumor-infiltrating lymphocytes (TIL), PD1 expression, and tumor necrosis while slowing tumor growth and modestly increasing mouse survival without systemic toxicity. RNA-sequencing of DAC-treated tumors revealed increased expression of Chi3l3 (Ym1), reflecting an increase in a subset of tumor-infiltrating M2-polarized macrophages. While ICI alone had modest effects, DAC followed by either of ICI therapies additively inhibited tumor growth and prolonged mouse survival. The best results were obtained using DAC followed by anti-PD-1, which extended mean survival from 26 to 54 days (P < 0.0001). In summary, low-dose DAC inhibits tumor growth and increases both TILs and a subset of tumor-infiltrating M2-polarized macrophages in the KPC model of PDAC, and DAC followed by anti-PD-1 substantially prolongs survival. Because M2-polarized macrophages are predicted to antagonize antitumor effects, targeting these cells may be important to enhance the efficacy of combination therapy with DAC plus ICI. SIGNIFICANCE: In a pancreatic cancer model, a DNA hypomethylating drug increases tumor-infiltrating effector T cells, increases a subset of M2 macrophages, and significantly prolongs survival in combination with immune checkpoint inhibitors.See related commentary by Nephew, p. 4610.
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Affiliation(s)
- Tamas A Gonda
- Department of Medicine, Division of Digestive and Liver Diseases, Columbia University Medical Center, New York, New York. .,Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York.,Division of Gastroenterology and Hepatology, Department of Medicine, New York University, New York, New York
| | - Jarwei Fang
- Department of Medicine, Division of Digestive and Liver Diseases, Columbia University Medical Center, New York, New York
| | - Martha Salas
- Division of Genetics & Epigenetics, Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, New Jersey
| | - Catherine Do
- Division of Genetics & Epigenetics, Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, New Jersey
| | - Emily Hsu
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York
| | - Anna Zhukovskaya
- Department of Medicine, Division of Digestive and Liver Diseases, Columbia University Medical Center, New York, New York
| | - Ariel Siegel
- Department of Medicine, Division of Digestive and Liver Diseases, Columbia University Medical Center, New York, New York
| | - Ryota Takahashi
- Department of Medicine, Division of Digestive and Liver Diseases, Columbia University Medical Center, New York, New York.,Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York
| | - Zoila A Lopez-Bujanda
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York.,Graduate Program in Pathobiology, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Charles G Drake
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York
| | - Gulam A Manji
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York
| | - Timothy C Wang
- Department of Medicine, Division of Digestive and Liver Diseases, Columbia University Medical Center, New York, New York.,Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York
| | - Kenneth P Olive
- Department of Medicine, Division of Digestive and Liver Diseases, Columbia University Medical Center, New York, New York.,Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York
| | - Benjamin Tycko
- Division of Gastroenterology and Hepatology, Department of Medicine, New York University, New York, New York. .,John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, New Jersey.,Lombardi Comprehensive Cancer Center, Georgetown University, Washington, D.C
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22
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Mukaida N, Sasaki SI, Baba T. CCL4 Signaling in the Tumor Microenvironment. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1231:23-32. [PMID: 32060843 DOI: 10.1007/978-3-030-36667-4_3] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
CCL4, a CC chemokine, previously known as macrophage inflammatory protein (MIP)-1β, has diverse effects on various types of immune and nonimmune cells by the virtue of its interaction with its specific receptor, CCR5, in collaboration with related but distinct CC chemokines such as CCL3 and CCL5, which can also bind CCR5. Several lines of evidence indicate that CCL4 can promote tumor development and progression by recruiting regulatory T cells and pro-tumorigenic macrophages, and acting on other resident cells present in the tumor microenvironment, such as fibroblasts and endothelial cells, to facilitate their pro-tumorigenic capacities. These observations suggest the potential efficacy of CCR5 antagonists for cancer treatment. On the contrary, under some situations, CCL4 can enhance tumor immunity by recruiting cytolytic lymphocytes and macrophages with phagocytic ability. Thus, presently, the clinical application of CCR5 antagonists warrants more detailed analysis of the role of CCL4 and other CCR5-binding chemokines in the tumor microenvironment.
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Affiliation(s)
- Naofumi Mukaida
- Division of Molecular Bioregulation, Cancer Research Institute, Kanazawa University, Kanazawa, Ishikawa, Japan.
| | - So-Ichiro Sasaki
- Division of Molecular Bioregulation, Cancer Research Institute, Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Tomohisa Baba
- Division of Molecular Bioregulation, Cancer Research Institute, Kanazawa University, Kanazawa, Ishikawa, Japan
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23
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Cuitiño MC, Pécot T, Sun D, Kladney R, Okano-Uchida T, Shinde N, Saeed R, Perez-Castro AJ, Webb A, Liu T, Bae SI, Clijsters L, Selner N, Coppola V, Timmers C, Ostrowski MC, Pagano M, Leone G. Two Distinct E2F Transcriptional Modules Drive Cell Cycles and Differentiation. Cell Rep 2019; 27:3547-3560.e5. [PMID: 31130414 PMCID: PMC6673649 DOI: 10.1016/j.celrep.2019.05.004] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 04/14/2019] [Accepted: 04/30/2019] [Indexed: 02/05/2023] Open
Abstract
Orchestrating cell-cycle-dependent mRNA oscillations is critical to cell proliferation in multicellular organisms. Even though our understanding of cell-cycle-regulated transcription has improved significantly over the last three decades, the mechanisms remain untested in vivo. Unbiased transcriptomic profiling of G0, G1-S, and S-G2-M sorted cells from FUCCI mouse embryos suggested a central role for E2Fs in the control of cell-cycle-dependent gene expression. The analysis of gene expression and E2F-tagged knockin mice with tissue imaging and deep-learning tools suggested that post-transcriptional mechanisms universally coordinate the nuclear accumulation of E2F activators (E2F3A) and canonical (E2F4) and atypical (E2F8) repressors during the cell cycle in vivo. In summary, we mapped the spatiotemporal expression of sentinel E2F activators and canonical and atypical repressors at the single-cell level in vivo and propose that two distinct E2F modules relay the control of gene expression in cells actively cycling (E2F3A-8-4) and exiting the cycle (E2F3A-4) during mammalian development.
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Affiliation(s)
- Maria C Cuitiño
- Department of Biochemistry and Molecular Biology, Hollings Cancer Center, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Thierry Pécot
- Department of Biochemistry and Molecular Biology, Hollings Cancer Center, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Daokun Sun
- Department of Biochemistry and Molecular Biology, Hollings Cancer Center, Medical University of South Carolina, Charleston, SC 29425, USA; Department of Molecular Genetics, Ohio State University, Columbus, OH 43210, USA
| | - Raleigh Kladney
- Department of Molecular Genetics, Ohio State University, Columbus, OH 43210, USA
| | - Takayuki Okano-Uchida
- Department of Biochemistry and Molecular Biology, Hollings Cancer Center, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Neelam Shinde
- Department of Cancer Biology and Genetics, Ohio State University, Columbus, OH 43210, USA
| | - Resham Saeed
- Department of Cancer Biology and Genetics, Ohio State University, Columbus, OH 43210, USA
| | - Antonio J Perez-Castro
- Department of Cancer Biology and Genetics, Ohio State University, Columbus, OH 43210, USA
| | - Amy Webb
- Comprehensive Cancer Center, Ohio State University, Columbus, OH 43210, USA
| | - Tom Liu
- Comprehensive Cancer Center, Ohio State University, Columbus, OH 43210, USA
| | - Soo In Bae
- Department of Molecular Genetics, Ohio State University, Columbus, OH 43210, USA
| | - Linda Clijsters
- Department of Biochemistry and Molecular Pharmacology, Perlmutter Cancer Center, New York University School of Medicine, New York, NY 10016, USA
| | - Nicholas Selner
- Department of Biochemistry and Molecular Biology, Hollings Cancer Center, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Vincenzo Coppola
- Department of Molecular Genetics, Ohio State University, Columbus, OH 43210, USA
| | - Cynthia Timmers
- Department of Biochemistry and Molecular Biology, Hollings Cancer Center, Medical University of South Carolina, Charleston, SC 29425, USA; Comprehensive Cancer Center, Ohio State University, Columbus, OH 43210, USA
| | - Michael C Ostrowski
- Department of Biochemistry and Molecular Biology, Hollings Cancer Center, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Michele Pagano
- Department of Biochemistry and Molecular Pharmacology, Perlmutter Cancer Center, New York University School of Medicine, New York, NY 10016, USA; Howard Hughes Medical Institute, New York University School of Medicine, New York, NY 10016, USA
| | - Gustavo Leone
- Department of Biochemistry and Molecular Biology, Hollings Cancer Center, Medical University of South Carolina, Charleston, SC 29425, USA.
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24
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Pitarresi JR, Liu X, Avendano A, Thies KA, Sizemore GM, Hammer AM, Hildreth BE, Wang DJ, Steck SA, Donohue S, Cuitiño MC, Kladney RD, Mace TA, Chang JJ, Ennis CS, Li H, Reeves RH, Blackshaw S, Zhang J, Yu L, Fernandez SA, Frankel WL, Bloomston M, Rosol TJ, Lesinski GB, Konieczny SF, Guttridge DC, Rustgi AK, Leone G, Song JW, Wu J, Ostrowski MC. Disruption of stromal hedgehog signaling initiates RNF5-mediated proteasomal degradation of PTEN and accelerates pancreatic tumor growth. Life Sci Alliance 2018; 1:e201800190. [PMID: 30456390 PMCID: PMC6238420 DOI: 10.26508/lsa.201800190] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Revised: 10/16/2018] [Accepted: 10/17/2018] [Indexed: 12/21/2022] Open
Abstract
Disrupting paracrine Hedgehog signaling in pancreatic cancer stroma through genetic deletion of fibroblast Smoothened leads to proteasomal degradation of fibroblast PTEN and accelerates tumor growth. The contribution of the tumor microenvironment to pancreatic ductal adenocarcinoma (PDAC) development is currently unclear. We therefore examined the consequences of disrupting paracrine Hedgehog (HH) signaling in PDAC stroma. Herein, we show that ablation of the key HH signaling gene Smoothened (Smo) in stromal fibroblasts led to increased proliferation of pancreatic tumor cells. Furthermore, Smo deletion resulted in proteasomal degradation of the tumor suppressor PTEN and activation of oncogenic protein kinase B (AKT) in fibroblasts. An unbiased proteomic screen identified RNF5 as a novel E3 ubiquitin ligase responsible for degradation of phosphatase and tensin homolog (PTEN) in Smo-null fibroblasts. Ring Finger Protein 5 (Rnf5) knockdown or pharmacological inhibition of glycogen synthase kinase 3β (GSKβ), the kinase that marks PTEN for ubiquitination, rescued PTEN levels and reversed the oncogenic phenotype, identifying a new node of PTEN regulation. In PDAC patients, low stromal PTEN correlated with reduced overall survival. Mechanistically, PTEN loss decreased hydraulic permeability of the extracellular matrix, which was reversed by hyaluronidase treatment. These results define non-cell autonomous tumor-promoting mechanisms activated by disruption of the HH/PTEN axis and identifies new targets for restoring stromal tumor-suppressive functions.
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Affiliation(s)
- Jason R Pitarresi
- Ohio State Biochemistry Graduate Program, The Ohio State University Columbus, Columbus, OH, USA.,Division of Gastroenterology, Department of Medicine and Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Xin Liu
- Ohio State Biochemistry Graduate Program, The Ohio State University Columbus, Columbus, OH, USA.,Department of Surgery, Stanford University, Stanford, CA, USA
| | - Alex Avendano
- Department of Mechanical and Aerospace Engineering and Ohio State Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Katie A Thies
- Hollings Cancer Center and Department of Biochemistry & Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Gina M Sizemore
- Department of Radiation Oncology and Ohio State Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Anisha M Hammer
- Ohio State Biochemistry Graduate Program, The Ohio State University Columbus, Columbus, OH, USA
| | - Blake E Hildreth
- Hollings Cancer Center and Department of Biochemistry & Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - David J Wang
- Hollings Cancer Center and the Darby Children's Research Institute, Medical University of South Carolina, Charleston, SC, USA
| | - Sarah A Steck
- Department of Radiation Oncology and Ohio State Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Sydney Donohue
- Cancer Biology & Genetics Department and Ohio State Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Maria C Cuitiño
- Hollings Cancer Center and Department of Biochemistry & Molecular Biology, Medical University of South Carolina, Charleston, SC, USA.,Ohio State Biochemistry Graduate Program, The Ohio State University Columbus, Columbus, OH, USA
| | - Raleigh D Kladney
- Cancer Biology & Genetics Department and Ohio State Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Thomas A Mace
- Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Jonathan J Chang
- Department of Mechanical and Aerospace Engineering and Ohio State Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Christina S Ennis
- Department of Mechanical and Aerospace Engineering and Ohio State Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Huiqing Li
- Department of Physiology and McKusick-Nathans Institute for Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Roger H Reeves
- Department of Physiology and McKusick-Nathans Institute for Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Seth Blackshaw
- Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jianying Zhang
- Department of Biomedical Informatics' and Center for Biostatistics, The Ohio State University, Columbus, OH, USA
| | - Lianbo Yu
- Department of Biomedical Informatics' and Center for Biostatistics, The Ohio State University, Columbus, OH, USA
| | - Soledad A Fernandez
- Department of Biomedical Informatics' and Center for Biostatistics, The Ohio State University, Columbus, OH, USA
| | - Wendy L Frankel
- Department of Pathology, The Ohio State University, Columbus, OH, USA
| | - Mark Bloomston
- Department of Surgery, The Ohio State University, Columbus, OH, USA
| | - Thomas J Rosol
- Department of Biomedical Sciences, Ohio University, Athens, OH, USA
| | - Gregory B Lesinski
- Department of Hematology & Medical Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Stephen F Konieczny
- Department of Biological Sciences, Purdue Center for Cancer Research and Bindley Bioscience Center, Purdue University, West Lafayette, IN, USA
| | - Denis C Guttridge
- Ohio State Biochemistry Graduate Program, The Ohio State University Columbus, Columbus, OH, USA.,Hollings Cancer Center and the Darby Children's Research Institute, Medical University of South Carolina, Charleston, SC, USA
| | - Anil K Rustgi
- Division of Gastroenterology, Department of Medicine and Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Gustavo Leone
- Hollings Cancer Center and Department of Biochemistry & Molecular Biology, Medical University of South Carolina, Charleston, SC, USA.,Ohio State Biochemistry Graduate Program, The Ohio State University Columbus, Columbus, OH, USA
| | - Jonathan W Song
- Department of Mechanical and Aerospace Engineering and Ohio State Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Jinghai Wu
- Cancer Biology & Genetics Department and Ohio State Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Michael C Ostrowski
- Hollings Cancer Center and Department of Biochemistry & Molecular Biology, Medical University of South Carolina, Charleston, SC, USA.,Ohio State Biochemistry Graduate Program, The Ohio State University Columbus, Columbus, OH, USA
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25
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Fu Y, Liu S, Zeng S, Shen H. The critical roles of activated stellate cells-mediated paracrine signaling, metabolism and onco-immunology in pancreatic ductal adenocarcinoma. Mol Cancer 2018; 17:62. [PMID: 29458370 PMCID: PMC5817854 DOI: 10.1186/s12943-018-0815-z] [Citation(s) in RCA: 91] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 02/12/2018] [Indexed: 01/18/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal malignant diseases worldwide. It is refractory to conventional treatments, and consequently has a documented 5-year survival rate as low as 7%. Increasing evidence indicates that activated pancreatic stellate cells (PSCs), one of the stromal components in tumor microenvironment (TME), play a crucial part in the desmoplasia, carcinogenesis, aggressiveness, metastasis associated with PDAC. Despite the current understanding of PSCs as a "partner in crime" to PDAC, detailed regulatory roles of PSCs and related microenvironment remain obscure. In addition to multiple paracrine signaling pathways, recent research has confirmed that PSCs-mediated tumor microenvironment may influence behaviors of PDAC via diverse mechanisms, such as rewiring metabolic networks, suppressing immune responses. These new activities are closely linked with treatment and prognosis of PDAC. In this review, we discuss the recent advances regarding new functions of activated PSCs, including PSCs-cancer cells interaction, mechanisms involved in immunosuppressive regulation, and metabolic reprogramming. It's clear that these updated experimental or clinical studies of PSCs may provide a promising approach for PDAC treatment in the near future.
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Affiliation(s)
- Yaojie Fu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- Institute of Medical Sciences, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
| | - Shanshan Liu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- Institute of Medical Sciences, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
| | - Shan Zeng
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- Institute of Medical Sciences, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
- Key Laboratory for Molecular Radiation Oncology of Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
| | - Hong Shen
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China.
- Institute of Medical Sciences, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China.
- Key Laboratory for Molecular Radiation Oncology of Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China.
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26
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Abstract
Metaplasia is the replacement of one differentiated somatic cell type with another differentiated somatic cell type in the same tissue. Typically, metaplasia is triggered by environmental stimuli, which may act in concert with the deleterious effects of microorganisms and inflammation. The cell of origin for intestinal metaplasia in the oesophagus and stomach and for pancreatic acinar-ductal metaplasia has been posited through genetic mouse models and lineage tracing but has not been identified in other types of metaplasia, such as squamous metaplasia. A hallmark of metaplasia is a change in cellular identity, and this process can be regulated by transcription factors that initiate and/or maintain cellular identity, perhaps in concert with epigenetic reprogramming. Universally, metaplasia is a precursor to low-grade dysplasia, which can culminate in high-grade dysplasia and carcinoma. Improved clinical screening for and surveillance of metaplasia might lead to better prevention or early detection of dysplasia and cancer.
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Affiliation(s)
- Veronique Giroux
- University of Pennsylvania Perelman School of Medicine, 951 BRB, 421 Curie Boulevard, Philadelphia, Pennsylvania 19104, USA
| | - Anil K Rustgi
- University of Pennsylvania Perelman School of Medicine, 951 BRB, 421 Curie Boulevard, Philadelphia, Pennsylvania 19104, USA
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27
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Sizemore GM, Pitarresi JR, Balakrishnan S, Ostrowski MC. The ETS family of oncogenic transcription factors in solid tumours. Nat Rev Cancer 2017; 17:337-351. [PMID: 28450705 DOI: 10.1038/nrc.2017.20] [Citation(s) in RCA: 220] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Findings over the past decade have identified aberrant activation of the ETS transcription factor family throughout all stages of tumorigenesis. Specifically in solid tumours, gene rearrangement and amplification, feed-forward growth factor signalling loops, formation of gain-of-function co-regulatory complexes and novel cis-acting mutations in ETS target gene promoters can result in increased ETS activity. In turn, pro-oncogenic ETS signalling enhances tumorigenesis through a broad mechanistic toolbox that includes lineage specification and self-renewal, DNA damage and genome instability, epigenetics and metabolism. This Review discusses these different mechanisms of ETS activation and subsequent oncogenic implications, as well as the clinical utility of ETS factors.
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Affiliation(s)
- Gina M Sizemore
- The Comprehensive Cancer Center, The Ohio State University
- Department of Cancer Biology and Genetics, The Ohio State University, 598 Biomedical Research Tower, 460 W. 12th Avenue, Columbus, Ohio 43210, USA
| | - Jason R Pitarresi
- The Comprehensive Cancer Center, The Ohio State University
- Department of Cancer Biology and Genetics, The Ohio State University, 598 Biomedical Research Tower, 460 W. 12th Avenue, Columbus, Ohio 43210, USA
| | - Subhasree Balakrishnan
- The Comprehensive Cancer Center, The Ohio State University
- Department of Cancer Biology and Genetics, The Ohio State University, 598 Biomedical Research Tower, 460 W. 12th Avenue, Columbus, Ohio 43210, USA
| | - Michael C Ostrowski
- The Comprehensive Cancer Center, The Ohio State University
- Department of Cancer Biology and Genetics, The Ohio State University, 598 Biomedical Research Tower, 460 W. 12th Avenue, Columbus, Ohio 43210, USA
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