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Wang S, Zheng Y, Yang F, Zhu L, Zhu XQ, Wang ZF, Wu XL, Zhou CH, Yan JY, Hu BY, Kong B, Fu DL, Bruns C, Zhao Y, Qin LX, Dong QZ. The molecular biology of pancreatic adenocarcinoma: translational challenges and clinical perspectives. Signal Transduct Target Ther 2021; 6:249. [PMID: 34219130 PMCID: PMC8255319 DOI: 10.1038/s41392-021-00659-4] [Citation(s) in RCA: 139] [Impact Index Per Article: 46.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 04/27/2021] [Accepted: 05/26/2021] [Indexed: 02/06/2023] Open
Abstract
Pancreatic cancer is an increasingly common cause of cancer mortality with a tight correspondence between disease mortality and incidence. Furthermore, it is usually diagnosed at an advanced stage with a very dismal prognosis. Due to the high heterogeneity, metabolic reprogramming, and dense stromal environment associated with pancreatic cancer, patients benefit little from current conventional therapy. Recent insight into the biology and genetics of pancreatic cancer has supported its molecular classification, thus expanding clinical therapeutic options. In this review, we summarize how the biological features of pancreatic cancer and its metabolic reprogramming as well as the tumor microenvironment regulate its development and progression. We further discuss potential biomarkers for pancreatic cancer diagnosis, prediction, and surveillance based on novel liquid biopsies. We also outline recent advances in defining pancreatic cancer subtypes and subtype-specific therapeutic responses and current preclinical therapeutic models. Finally, we discuss prospects and challenges in the clinical development of pancreatic cancer therapeutics.
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Affiliation(s)
- Shun Wang
- Department of General Surgery, Huashan Hospital, Cancer Metastasis Institute, Fudan University, Shanghai, China
| | - Yan Zheng
- Department of General Surgery, Huashan Hospital, Cancer Metastasis Institute, Fudan University, Shanghai, China
| | - Feng Yang
- Department of Pancreatic Surgery, Pancreatic Disease Institute, Huashan Hospital, Fudan University, Shanghai, China
| | - Le Zhu
- Department of General Surgery, Huashan Hospital, Cancer Metastasis Institute, Fudan University, Shanghai, China
| | - Xiao-Qiang Zhu
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Zhe-Fang Wang
- General, Visceral and Cancer Surgery, University Hospital of Cologne, Cologne, Germany
| | - Xiao-Lin Wu
- General, Visceral and Cancer Surgery, University Hospital of Cologne, Cologne, Germany
| | - Cheng-Hui Zhou
- General, Visceral and Cancer Surgery, University Hospital of Cologne, Cologne, Germany
| | - Jia-Yan Yan
- General, Visceral and Cancer Surgery, University Hospital of Cologne, Cologne, Germany
- Department of Biliary-Pancreatic Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Bei-Yuan Hu
- Department of General Surgery, Huashan Hospital, Cancer Metastasis Institute, Fudan University, Shanghai, China
| | - Bo Kong
- Department of Surgery, Klinikum rechts der Isar, School of Medicine, Technical University of Munich (TUM), Munich, Germany
| | - De-Liang Fu
- Department of Pancreatic Surgery, Pancreatic Disease Institute, Huashan Hospital, Fudan University, Shanghai, China
| | - Christiane Bruns
- General, Visceral and Cancer Surgery, University Hospital of Cologne, Cologne, Germany
| | - Yue Zhao
- General, Visceral and Cancer Surgery, University Hospital of Cologne, Cologne, Germany.
| | - Lun-Xiu Qin
- Department of General Surgery, Huashan Hospital, Cancer Metastasis Institute, Fudan University, Shanghai, China.
| | - Qiong-Zhu Dong
- Department of General Surgery, Huashan Hospital, Cancer Metastasis Institute, Fudan University, Shanghai, China.
- Key laboratory of whole-period monitoring and precise intervention of digestive cancer, Shanghai Municipal Health Commission (SMHC), Shanghai, China.
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52
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Milan M, Diaferia GR, Natoli G. Tumor cell heterogeneity and its transcriptional bases in pancreatic cancer: a tale of two cell types and their many variants. EMBO J 2021; 40:e107206. [PMID: 33844319 PMCID: PMC8246061 DOI: 10.15252/embj.2020107206] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 02/05/2021] [Accepted: 02/09/2021] [Indexed: 12/14/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC), one of the most highly lethal tumors, is characterized by complex histology, with a massive fibrotic stroma in which both pseudo-glandular structures and compact nests of abnormally differentiated tumor cells are embedded, in different proportions and with different mutual relationships in space. This complexity and the heterogeneity of the tumor component have hindered the development of a broadly accepted, clinically actionable classification of PDACs, either on a morphological or a molecular basis. Here, we discuss evidence suggesting that such heterogeneity can to a large extent, albeit not exclusively, be traced back to two main classes of PDAC cells that commonly coexist in the same tumor: cells that maintained their ability to differentiate toward endodermal, mucin-producing epithelia and epithelial cells unable to form glandular structures and instead characterized by various levels of squamous differentiation and the expression of mesenchymal lineage genes. The underlying gene regulatory networks and how they are controlled by distinct transcription factors, as well as the practical implications of these two different populations of tumor cells, are discussed.
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Affiliation(s)
- Marta Milan
- Department of Experimental OncologyEuropean Institute of Oncology (IEO) IRCCSMilanItaly
- Present address:
The Francis Crick InstituteLondonUK
| | - Giuseppe R Diaferia
- Department of Experimental OncologyEuropean Institute of Oncology (IEO) IRCCSMilanItaly
| | - Gioacchino Natoli
- Department of Experimental OncologyEuropean Institute of Oncology (IEO) IRCCSMilanItaly
- Humanitas UniversityMilanItaly
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53
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Ai J, Wörmann SM, Görgülü K, Vallespinos M, Zagorac S, Alcala S, Wu N, Kabacaoglu D, Berninger A, Navarro D, Kaya-Aksoy E, Ruess DA, Ciecielski KJ, Kowalska M, Demir IE, Ceyhan GO, Heid I, Braren R, Riemann M, Schreiner S, Hofmann S, Kutschke M, Jastroch M, Slotta-Huspenina J, Muckenhuber A, Schlitter AM, Schmid RM, Steiger K, Diakopoulos KN, Lesina M, Sainz B, Algül H. Bcl3 Couples Cancer Stem Cell Enrichment With Pancreatic Cancer Molecular Subtypes. Gastroenterology 2021; 161:318-332.e9. [PMID: 33819482 DOI: 10.1053/j.gastro.2021.03.051] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 03/23/2021] [Accepted: 03/23/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS The existence of different subtypes of pancreatic ductal adenocarcinoma (PDAC) and their correlation with patient outcome have shifted the emphasis on patient classification for better decision-making algorithms and personalized therapy. The contribution of mechanisms regulating the cancer stem cell (CSC) population in different subtypes remains unknown. METHODS Using RNA-seq, we identified B-cell CLL/lymphoma 3 (BCL3), an atypical nf-κb signaling member, as differing in pancreatic CSCs. To determine the biological consequences of BCL3 silencing in vivo and in vitro, we generated bcl3-deficient preclinical mouse models as well as murine cell lines and correlated our findings with human cell lines, PDX models, and 2 independent patient cohorts. We assessed the correlation of bcl3 expression pattern with clinical parameters and subtypes. RESULTS Bcl3 was significantly down-regulated in human CSCs. Recapitulating this phenotype in preclinical mouse models of PDAC via BCL3 genetic knockout enhanced tumor burden, metastasis, epithelial to mesenchymal transition, and reduced overall survival. Fluorescence-activated cell sorting analyses, together with oxygen consumption, sphere formation, and tumorigenicity assays, all indicated that BCL3 loss resulted in CSC compartment expansion promoting cellular dedifferentiation. Overexpression of BCL3 in human PDXs diminished tumor growth by significantly reducing the CSC population and promoting differentiation. Human PDACs with low BCL3 expression correlated with increased metastasis, and BCL3-negative tumors correlated with lower survival and nonclassical subtypes. CONCLUSIONS We demonstrate that bcl3 impacts pancreatic carcinogenesis by restraining CSC expansion and by curtailing an aggressive and metastatic tumor burden in PDAC across species. Levels of BCL3 expression are a useful stratification marker for predicting subtype characterization in PDAC, thereby allowing for personalized therapeutic approaches.
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Affiliation(s)
- Jiaoyu Ai
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Sonja M Wörmann
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany; Ahmed Cancer Center for Pancreatic Cancer Research, MD Anderson Cancer Center, University of Texas, Houston, Texas, USA
| | - Kıvanç Görgülü
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Mireia Vallespinos
- Department of Biochemistry, Autónoma University of Madrid, School of Medicine, Instituto de Investigaciones Biomédicas "Alberto Sols" CSIC-UAM, Madrid, Spain; Enfermedades Crónicas y Cáncer Area, Instituto Ramón y Cajal de Investigación Sanitaria, Madrid, Spain
| | - Sladjana Zagorac
- Department of Biochemistry, Autónoma University of Madrid, School of Medicine, Instituto de Investigaciones Biomédicas "Alberto Sols" CSIC-UAM, Madrid, Spain; Department of Surgery and Cancer, Division of Cancer, Imperial College London, Imperial Centre for Translational and Experimental Medicine, London, United Kingdom
| | - Sonia Alcala
- Department of Biochemistry, Autónoma University of Madrid, School of Medicine, Instituto de Investigaciones Biomédicas "Alberto Sols" CSIC-UAM, Madrid, Spain; Enfermedades Crónicas y Cáncer Area, Instituto Ramón y Cajal de Investigación Sanitaria, Madrid, Spain
| | - Nan Wu
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Derya Kabacaoglu
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Alexandra Berninger
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Diego Navarro
- Department of Biochemistry, Autónoma University of Madrid, School of Medicine, Instituto de Investigaciones Biomédicas "Alberto Sols" CSIC-UAM, Madrid, Spain; Enfermedades Crónicas y Cáncer Area, Instituto Ramón y Cajal de Investigación Sanitaria, Madrid, Spain
| | - Ezgi Kaya-Aksoy
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Dietrich A Ruess
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany; Department of General and Visceral Surgery, Center for Surgery, Medical Center, University of Freiburg, Freiburg, Germany
| | - Katrin J Ciecielski
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Marlena Kowalska
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Ihsan Ekin Demir
- Chirurgische Klinik und Poliklinik, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Güralp O Ceyhan
- Chirurgische Klinik und Poliklinik, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Irina Heid
- Institute for Diagnostic and Interventional Radiology, Klinikum rechts der Isar der, Technische Universität München, Munich, Germany
| | - Rickmer Braren
- Institute for Diagnostic and Interventional Radiology, Klinikum rechts der Isar der, Technische Universität München, Munich, Germany
| | - Marc Riemann
- Leibniz Institute on Aging, Fritz Lipmann Institute, Jena, Germany
| | - Sabrina Schreiner
- Institute for Virology, Technical University of Munich, Neuherberg, Germany
| | - Samuel Hofmann
- Institute for Virology, Technical University of Munich, Neuherberg, Germany
| | - Maria Kutschke
- Department of Molecular Biosciences, The Wenner-Gren Institute, The Arrhenius Laboratories F3, Stockholm University, Stockholm, Sweden
| | - Martin Jastroch
- Department of Molecular Biosciences, The Wenner-Gren Institute, The Arrhenius Laboratories F3, Stockholm University, Stockholm, Sweden
| | - Julia Slotta-Huspenina
- Institute for Pathology, Technische Universität München, Munich, Germany; MTBio-Biobank of Technische Universität München and University Hospital Klinikum rechts der Isar, Munich, Germany
| | - Alexander Muckenhuber
- Institute for Pathology, Technische Universität München, Munich, Germany; MTBio-Biobank of Technische Universität München and University Hospital Klinikum rechts der Isar, Munich, Germany
| | | | - Roland M Schmid
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Katja Steiger
- Institute for Pathology, Technische Universität München, Munich, Germany
| | - Kalliope N Diakopoulos
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Marina Lesina
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Bruno Sainz
- Department of Biochemistry, Autónoma University of Madrid, School of Medicine, Instituto de Investigaciones Biomédicas "Alberto Sols" CSIC-UAM, Madrid, Spain; Enfermedades Crónicas y Cáncer Area, Instituto Ramón y Cajal de Investigación Sanitaria, Madrid, Spain.
| | - Hana Algül
- Comprehensive Cancer Center Munich at Klinikum rechts der Isar, Technische Universität München, Munich, Germany.
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Kawahara B, Faull KF, Janzen C, Mascharak PK. Carbon Monoxide Inhibits Cytochrome P450 Enzymes CYP3A4/2C8 in Human Breast Cancer Cells, Increasing Sensitivity to Paclitaxel. J Med Chem 2021; 64:8437-8446. [PMID: 34097831 DOI: 10.1021/acs.jmedchem.1c00404] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Paclitaxel (PTX) is a first-line treatment in breast cancer, though resistance develops quickly and frequently. Cytochrome P450 enzymes CYP3A4 and CYP2C8, which metabolically inactivate PTX in hepatic tissue, are overexpressed in malignant breast tissues. CYP3A4 expression correlates with PTX therapy failure and poor outcomes, though no direct evidence of CYP3A4 contributing to PTX sensitivity exists. Because CYP3A4/2C8 is susceptible to carbon monoxide (CO)-mediated inhibition and CO (a gaseous signaling molecule) has previously exhibited drug-sensitizing effects in cancer cells, we hypothesized that CO-mediated inhibition of CYP3A4/2C8 could lead to enhanced drug sensitivity. Using a photo-activated CO-releasing molecule, we have assessed the ability of CO to alter the pharmacokinetics of PTX in breast cancer cells via inhibition of CYP3A4/2C8 and determined that CO does enhance sensitivity of breast cancer cells to PTX. Inhibition of CYP3A4/2C8 by CO could therefore be a promising therapeutic strategy to enhance PTX response in breast cancer.
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Affiliation(s)
- Brian Kawahara
- Department of Chemistry and Biochemistry, University of California, Santa Cruz, Santa Cruz, California 95064, United States
| | - Kym F Faull
- Pasarow Mass Spectrometry Laboratory, Jane and Terry Semel Institute for Neuroscience and Human Behavior and Department of Psychiatry & Biobehavioral Sciences, David Geffen School of Medicine at UCLA, Los Angeles, California 90024, United States
| | - Carla Janzen
- Department of Obstetrics and Gynecology, David Geffen School of Medicine at University of California at Los Angeles, Los Angeles, California 90095, United States
| | - Pradip K Mascharak
- Department of Chemistry and Biochemistry, University of California, Santa Cruz, Santa Cruz, California 95064, United States
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55
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Bispo S, Farias TDJ, de Araujo-Souza PS, Cintra R, Dos Santos HG, Jorge NAN, Castro MAA, Wajnberg G, Scherer NDM, Genta MLND, Carvalho JP, Villa LL, Sichero L, Passetti F. Dysregulation of Transcription Factor Networks Unveils Different Pathways in Human Papillomavirus 16-Positive Squamous Cell Carcinoma and Adenocarcinoma of the Uterine Cervix. Front Oncol 2021; 11:626187. [PMID: 34094909 PMCID: PMC8170088 DOI: 10.3389/fonc.2021.626187] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 02/17/2021] [Indexed: 12/24/2022] Open
Abstract
Squamous cell carcinoma (SCC) and adenocarcinoma (ADC) are the most common histological types of cervical cancer (CC). The worse prognosis of ADC cases highlights the need for better molecular characterization regarding differences between these CC types. RNA-Seq analysis of seven SCC and three ADC human papillomavirus 16-positive samples and the comparison with public data from non-tumoral human papillomavirus-negative cervical tissue samples revealed pathways exclusive to each histological type, such as the epithelial maintenance in SCC and the maturity-onset diabetes of the young (MODY) pathway in ADC. The transcriptional regulatory network analysis of cervical SCC samples unveiled a set of six transcription factor (TF) genes with the potential to positively regulate long non-coding RNA genes DSG1-AS1, CALML3-AS1, IGFL2-AS1, and TINCR. Additional analysis revealed a set of MODY TFs regulated in the sequence predicted to be repressed by miR-96-5p or miR-28-3p in ADC. These microRNAs were previously described to target LINC02381, which was predicted to be positively regulated by two MODY TFs upregulated in cervical ADC. Therefore, we hypothesize LINC02381 might act by decreasing the levels of miR-96-5p and miR-28-3p, promoting the MODY activation in cervical ADC. The novel TF networks here described should be explored for the development of more efficient diagnostic tools.
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Affiliation(s)
- Saloe Bispo
- Instituto Carlos Chagas, FIOCRUZ, Curitiba, Brazil
| | | | - Patricia Savio de Araujo-Souza
- Department of Immunobiology, Biology Institute, Universidade Federal Fluminense (UFF), Niterói, Brazil.,Laboratory of Immunogenetics and Histocompatibility, Department of Genetics, Universidade Federal do Paraná, Curitiba, Brazil
| | - Ricardo Cintra
- Department of Biochemistry, Instituto de Quimica, Universidade de São Paulo, São Paulo, Brazil
| | | | - Natasha Andressa Nogueira Jorge
- Instituto Oswaldo Cruz, FIOCRUZ, Rio de Janeiro, Brazil.,Bioinformatics Group, Department of Computer Science, Interdisciplinary Center for Bioinformatics, Leipzig University, Leipzig, Germany
| | | | - Gabriel Wajnberg
- Instituto Oswaldo Cruz, FIOCRUZ, Rio de Janeiro, Brazil.,Atlantic Cancer Research Institute, Moncton, NB, Canada
| | - Nicole de Miranda Scherer
- Laboratory of Bioinformatics and Computational Biology, Division of Experimental and Translational Research, Brazilian National Cancer Institute (INCA), Rio de Janeiro, Brazil
| | - Maria Luiza Nogueira Dias Genta
- Discipline of Gynecology, Department of Obstetrics and Gynecology, Instituto do Cancer do Estado de São Paulo, Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Jesus Paula Carvalho
- Discipline of Gynecology, Department of Obstetrics and Gynecology, Instituto do Cancer do Estado de São Paulo, Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Luisa Lina Villa
- Department of Radiology and Oncology, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.,Center for Translational Research in Oncology, Instituto do Cancer do Estado de São Paulo ICESP, Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo FMUSP HC, São Paulo, Brazil
| | - Laura Sichero
- Center for Translational Research in Oncology, Instituto do Cancer do Estado de São Paulo ICESP, Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo FMUSP HC, São Paulo, Brazil
| | - Fabio Passetti
- Instituto Carlos Chagas, FIOCRUZ, Curitiba, Brazil.,Instituto Oswaldo Cruz, FIOCRUZ, Rio de Janeiro, Brazil
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56
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Yang G, Guan W, Cao Z, Guo W, Xiong G, Zhao F, Feng M, Qiu J, Liu Y, Zhang MQ, You L, Zhang T, Zhao Y, Gu J. Integrative Genomic Analysis of Gemcitabine Resistance in Pancreatic Cancer by Patient-derived Xenograft Models. Clin Cancer Res 2021; 27:3383-3396. [PMID: 33674273 DOI: 10.1158/1078-0432.ccr-19-3975] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 12/21/2020] [Accepted: 03/02/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE Gemcitabine is most commonly used for pancreatic cancer. However, the molecular features and mechanisms of the frequently occurring resistance remain unclear. This work aims at exploring the molecular features of gemcitabine resistance and identifying candidate biomarkers and combinatorial targets for the treatment. EXPERIMENTAL DESIGN In this study, we established 66 patient-derived xenografts (PDXs) on the basis of clinical pancreatic cancer specimens and treated them with gemcitabine. We generated multiomics data (including whole-exome sequencing, RNA sequencing, miRNA sequencing, and DNA methylation array) of 15 drug-sensitive and 13 -resistant PDXs before and after the gemcitabine treatment. We performed integrative computational analysis to identify the molecular networks related to gemcitabine intrinsic and acquired resistance. Then, short hairpin RNA-based high-content screening was implemented to validate the function of the deregulated genes. RESULTS The comprehensive multiomics analysis and functional experiment revealed that MRPS5 and GSPT1 had strong effects on cell proliferation, and CD55 and DHTKD1 contributed to gemcitabine resistance in pancreatic cancer cells. Moreover, we found miR-135a-5p was significantly associated with the prognosis of patients with pancreatic cancer and could be a candidate biomarker to predict gemcitabine response. Comparing the molecular features before and after the treatment, we found that PI3K-Akt, p53, and hypoxia-inducible factor-1 pathways were significantly altered in multiple patients, providing candidate target pathways for reducing the acquired resistance. CONCLUSIONS This integrative genomic study systematically investigated the predictive markers and molecular mechanisms of chemoresistance in pancreatic cancer and provides potential therapy targets for overcoming gemcitabine resistance.
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Affiliation(s)
- Gang Yang
- Department of General Surgery, State Key Laboratory of Complex Severe and, Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P.R. China
| | - Wenfang Guan
- MOE Key Laboratory of Bioinformatics, Division of BNRist Bioinformatics, Department of Automation, Tsinghua University, Beijing, P.R. China
| | - Zhe Cao
- Department of General Surgery, State Key Laboratory of Complex Severe and, Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P.R. China
| | - Wenbo Guo
- MOE Key Laboratory of Bioinformatics, Division of BNRist Bioinformatics, Department of Automation, Tsinghua University, Beijing, P.R. China
| | - Guangbing Xiong
- Department of General Surgery, State Key Laboratory of Complex Severe and, Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P.R. China
| | - Fangyu Zhao
- Department of General Surgery, State Key Laboratory of Complex Severe and, Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P.R. China
| | - Mengyu Feng
- Department of General Surgery, State Key Laboratory of Complex Severe and, Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P.R. China
| | - Jiangdong Qiu
- Department of General Surgery, State Key Laboratory of Complex Severe and, Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P.R. China
| | - Yueze Liu
- Department of General Surgery, State Key Laboratory of Complex Severe and, Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P.R. China
| | - Michael Q Zhang
- MOE Key Laboratory of Bioinformatics, Division of BNRist Bioinformatics, Department of Automation, Tsinghua University, Beijing, P.R. China
- Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing, P.R. China
- Department of Biological Sciences, Center for Systems Biology, the University of Texas at Dallas, Richardson, Texas
| | - Lei You
- Department of General Surgery, State Key Laboratory of Complex Severe and, Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P.R. China.
| | - Taiping Zhang
- Department of General Surgery, State Key Laboratory of Complex Severe and, Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P.R. China.
| | - Yupei Zhao
- Department of General Surgery, State Key Laboratory of Complex Severe and, Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P.R. China.
| | - Jin Gu
- MOE Key Laboratory of Bioinformatics, Division of BNRist Bioinformatics, Department of Automation, Tsinghua University, Beijing, P.R. China.
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57
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Profiling of conditionally reprogrammed cell lines for in vitro chemotherapy response prediction of pancreatic cancer. EBioMedicine 2021; 65:103218. [PMID: 33639403 PMCID: PMC7921470 DOI: 10.1016/j.ebiom.2021.103218] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 01/05/2021] [Accepted: 01/07/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The establishment of patient-derived models for pancreatic ductal adenocarcinoma (PDAC) using conventional methods has been fraught with low success rate, mainly because of the small number of tumour cells and dense fibrotic stroma. Here, we sought to establish patient-derived model of PDAC and perform genetic analysis with responses to anticancer drug by using the conditionally reprogrammed cell (CRC) methodology. METHODS We performed in vitro and in vivo tumourigenicity assays and analysed histological characteristics by immunostaining. We investigated genetic profiles including mutation patterns and copy number variations using targeted deep sequencing and copy-number analyses. We assessed the responses of cultured CRCs to the available clinical anticancer drugs based on patient responsiveness. FINDINGS We established a total of 28 CRCs from patients. Of the 28 samples, 27 showed KRAS mutations in codon 12/13 or codon 61. We found that somatic mutations were shared in the primary-CRC pairs and shared mutations included key oncogenic mutations such as KRAS (9 pairs), TP53 (8 pairs), and SMAD4 (3 pairs). Overall, CRCs preserved the genetic characteristics of primary tumours with high concordance, with additional confirmation of low-AF NPM1 mutation in CRC (35 shared mutations out of 36 total, concordance rate=97.2%). CRCs of the responder group were more sensitive to anticancer agents than those of the non-responder group (P < 0.001). INTERPRETATION These results show that a pancreatic cancer cell line model can be efficiently established using the CRC methodology, to better support a personalized therapeutic approach for pancreatic cancer patients. FUNDING 2014R1A1A1006272, HI19C0642-060019, 2019R1A2C2008050, 2020R1A2C209958611, and 2020M3E5E204028211.
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58
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Jiang H, Torphy RJ, Steiger K, Hongo H, Ritchie AJ, Kriegsmann M, Horst D, Umetsu SE, Joseph NM, McGregor K, Pishvaian MJ, Blais EM, Lu B, Li M, Hollingsworth M, Stashko C, Volmar K, Yeh JJ, Weaver VM, Wang ZJ, Tempero MA, Weichert W, Collisson EA. Pancreatic ductal adenocarcinoma progression is restrained by stromal matrix. J Clin Invest 2021; 130:4704-4709. [PMID: 32749238 DOI: 10.1172/jci136760] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 05/29/2020] [Indexed: 12/17/2022] Open
Abstract
Desmoplasia describes the deposition of extensive extracellular matrix and defines primary pancreatic ductal adenocarcinoma (PDA). The acellular component of this stroma has been implicated in PDA pathogenesis and is being targeted therapeutically in clinical trials. By analyzing the stromal content of PDA samples from numerous annotated PDA data sets and correlating stromal content with both anatomic site and clinical outcome, we found PDA metastases in the liver, the primary cause of mortality to have less stroma, have higher tumor cellularity than primary tumors. Experimentally manipulating stromal matrix with an anti-lysyl oxidase like-2 (anti-LOXL2) antibody in syngeneic orthotopic PDA mouse models significantly decreased matrix content, led to lower tissue stiffness, lower contrast retention on computed tomography, and accelerated tumor growth, resulting in diminished overall survival. These studies suggest an important protective role of stroma in PDA and urge caution in clinically deploying stromal depletion strategies.
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Affiliation(s)
- Honglin Jiang
- Division of Hematology and Oncology, Department of Medicine and Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA
| | - Robert J Torphy
- Department of Surgery, University of Colorado, Aurora, Colorado, USA
| | - Katja Steiger
- Institute of Pathology, School of Medicine, Technical University Munich and German Cancer Consortium (DKTK; partner site Munich), Munich, Germany
| | - Henry Hongo
- Division of Hematology and Oncology, Department of Medicine and Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA
| | - Alexa J Ritchie
- Division of Hematology and Oncology, Department of Medicine and Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA
| | - Mark Kriegsmann
- Department of Pathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - David Horst
- Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Sarah E Umetsu
- Department of Pathology, UCSF, San Francisco, California, USA
| | - Nancy M Joseph
- Department of Pathology, UCSF, San Francisco, California, USA
| | | | - Michael J Pishvaian
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Sidney Kimmel Cancer Center, Johns Hopkins University School of Medicine, Washington, DC, USA.,Perthera, Inc, McLean, Virginia, USA
| | | | - Brian Lu
- Bristol-Myers Squibb, Summit, New Jersey, USA
| | - Mingyu Li
- Bristol-Myers Squibb, Summit, New Jersey, USA
| | - Michael Hollingsworth
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Connor Stashko
- Center for Bioengineering and Tissue Regeneration, UCSF, San Francisco, California, USA
| | | | - Jen Jen Yeh
- Lineberger Comprehensive Cancer Center.,Department of Surgery, and.,Department of Pharmacology, University of North Carolina, Chapel Hill, North Carolina, USA. University of North Carolina, Chapel Hill, North Carolina, USA
| | - Valerie M Weaver
- Center for Bioengineering and Tissue Regeneration, UCSF, San Francisco, California, USA
| | - Zhen J Wang
- Department of Radiology and Biomedical Imaging, UCSF, San Francisco, California, USA
| | - Margaret A Tempero
- Division of Hematology and Oncology, Department of Medicine and Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA
| | - Wilko Weichert
- Institute of Pathology, School of Medicine, Technical University Munich and German Cancer Consortium (DKTK; partner site Munich), Munich, Germany
| | - Eric A Collisson
- Division of Hematology and Oncology, Department of Medicine and Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA
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59
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Gu XQ, Tang D, Wan P, Qin T, Yang TH, Wu J, Ji H, Liu JC, Xue F, Tang YJ, Xia Q. Multiple microRNAs regulate tacrolimus metabolism through CYP3A5. Pharmacol Res 2020; 164:105382. [PMID: 33348024 DOI: 10.1016/j.phrs.2020.105382] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Revised: 12/11/2020] [Accepted: 12/11/2020] [Indexed: 01/19/2023]
Abstract
The CYP3A5 gene polymorphism accounts for the majority of inter-individual variability in tacrolimus pharmacokinetics. We found that the basal expression of CYP3A5 in donor grafts also played a significant role in tacrolimus metabolism under the same genetic conditions after pediatric liver transplantation. Thus, we hypothesized that some potential epigenetic factors could affect CYP3A5 expression and contributed to the variability. We used a high-throughput functional screening for miRNAs to identify miRNAs that had the most abundant expression in normal human liver and could regulate tacrolimus metabolism in HepaRG cells and HepLPCs. Four of these miRNAs (miR-29a-3p, miR-99a-5p, miR-532-5p, and miR-26-5p) were selected for testing. We found that these miRNAs inhibited tacrolimus metabolism that was dependent on CYP3A5. Putative miRNAs targeting key drug-metabolizing enzymes and transporters (DMETs) were selected using an in silico prediction algorithm. Luciferase reporter assays and functional studies showed that miR-26b-5p inhibited tacrolimus metabolism by directly regulating CYP3A5, while miR-29a-5p, miR-99a-5p, and miR-532-5p targeted HNF4α, NR1I3, and NR1I2, respectively, in turn regulating the downstream expression of CYP3A5; the corresponding target gene siRNAs markedly abolished the effects caused by miRNA inhibitors. Also, the expression of miR-29a-3p, miR-99a-5p, miR-532-5p, and miR-26b-5p in donor grafts were negatively correlated with tacrolimus C/D following pediatric liver transplantation. Taken together, our findings identify these miRNAs as novel regulators of tacrolimus metabolism.
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Affiliation(s)
- Xiang-Qian Gu
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200127, China
| | - Dan Tang
- Department of Anesthesiology and Critical Care Medicine, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Ping Wan
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200127, China
| | - Tian Qin
- Immunoendocrinology, Division of Medical Biology, Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, EA 11, 9713 GZ, Groningen, The Netherlands
| | - Tai-Hua Yang
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200127, China
| | - Ji Wu
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200127, China
| | - Hao Ji
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200127, China
| | - Jin-Chuan Liu
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200127, China
| | - Feng Xue
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200127, China.
| | - Yuan-Jia Tang
- Shanghai Institute of Rheumatology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
| | - Qiang Xia
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, 200127, China
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60
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Characterization of human pregnane X receptor activators identified from a screening of the Tox21 compound library. Biochem Pharmacol 2020; 184:114368. [PMID: 33333074 DOI: 10.1016/j.bcp.2020.114368] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 12/09/2020] [Accepted: 12/10/2020] [Indexed: 01/28/2023]
Abstract
The pregnane X receptor (PXR; NR1I2) is an important nuclear receptor whose main function is to regulate enzymes within drug metabolism. The main drug metabolizing enzyme regulated by PXR, cytochrome P450 (CYP) 3A4, accounts for the metabolism of nearly 50% of all marketed drugs. Recently, PXR has also been identified as playing a role in energy homeostasis, immune response, and cancer. Due to its interaction with these important roles, alongside its drug-drug interaction function, it is imperative to identify compounds which can modulate PXR. In this study, we screened the Tox21 10,000 compound collection to identify hPXR agonists using a stable hPXR-Luc HepG2 cell line. A pharmacological study in the presence of a PXR antagonist was performed to confirm the activity of the chosen potential hPXR agonists in the same cells. Finally, metabolically competent cell lines - HepaRG and HepaRG-PXR-Knockout (KO) - were used to further confirm the potential PXR activators. We identified a group of structural clusters and singleton compounds which included potentially novel hPXR agonists. Of the 21 selected compounds, 11 potential PXR activators significantly induced CYP3A4 mRNA expression in HepaRG cells. All of these compounds lost their induction when treating HepaRG-PXR-KO cells, confirming their PXR activation. Etomidoline presented as a potentially selective agonist of PXR. In conclusion, the current study has identified 11 compounds as potentially novel or not well-characterized PXR activators. These compounds should further be studied for their potential effects on drug metabolism and drug-drug interactions due to the immense implications of being a PXR agonist.
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61
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Tan DJ, Mitra M, Chiu AM, Coller HA. Intron retention is a robust marker of intertumoral heterogeneity in pancreatic ductal adenocarcinoma. NPJ Genom Med 2020; 5:55. [PMID: 33311498 PMCID: PMC7733475 DOI: 10.1038/s41525-020-00159-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 10/29/2020] [Indexed: 12/15/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is an aggressive cancer with a 5-year survival rate of <8%. Unsupervised clustering of 76 PDAC patients based on intron retention (IR) events resulted in two clusters of tumors (IR-1 and IR-2). While gene expression-based clusters are not predictive of patient outcome in this cohort, the clusters we developed based on intron retention were associated with differences in progression-free interval. IR levels are lower and clinical outcome is worse in IR-1 compared with IR-2. Oncogenes were significantly enriched in the set of 262 differentially retained introns between the two IR clusters. Higher IR levels in IR-2 correlate with higher gene expression, consistent with detention of intron-containing transcripts in the nucleus in IR-2. Out of 258 genes encoding RNA-binding proteins (RBP) that were differentially expressed between IR-1 and IR-2, the motifs for seven RBPs were significantly enriched in the 262-intron set, and the expression of 25 RBPs were highly correlated with retention levels of 139 introns. Network analysis suggested that retention of introns in IR-2 could result from disruption of an RBP protein-protein interaction network previously linked to efficient intron removal. Finally, IR-based clusters developed for the majority of the 20 cancer types surveyed had two clusters with asymmetrical distributions of IR events like PDAC, with one cluster containing mostly intron loss events. Taken together, our findings suggest IR may be an important biomarker for subclassifying tumors.
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Affiliation(s)
- Daniel J Tan
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, CA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Mithun Mitra
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, CA, USA
- Department of Biological Chemistry, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Alec M Chiu
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, CA, USA
| | - Hilary A Coller
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, CA, USA.
- Department of Biological Chemistry, David Geffen School of Medicine, University of California, Los Angeles, CA, USA.
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, CA, USA.
- Molecular Biology Institute, University of California, Los Angeles, CA, USA.
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62
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Surmounting cancer drug resistance: New insights from the perspective of N6-methyladenosine RNA modification. Drug Resist Updat 2020; 53:100720. [DOI: 10.1016/j.drup.2020.100720] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 08/10/2020] [Accepted: 08/14/2020] [Indexed: 02/07/2023]
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63
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Panzeri V, Manni I, Capone A, Naro C, Sacconi A, Di Agostino S, de Latouliere L, Montori A, Pilozzi E, Piaggio G, Capurso G, Sette C. The RNA-binding protein MEX3A is a prognostic factor and regulator of resistance to gemcitabine in pancreatic ductal adenocarcinoma. Mol Oncol 2020; 15:579-595. [PMID: 33159833 PMCID: PMC7858117 DOI: 10.1002/1878-0261.12847] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 10/16/2020] [Accepted: 11/05/2020] [Indexed: 12/16/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive cancer. Most patients present with advanced disease at diagnosis, which only permits palliative chemotherapeutic treatments. RNA dysregulation is a hallmark of most human cancers, including PDAC. To test the impact of RNA processing dysregulation on PDAC pathology, we performed a bioinformatics analysis to identify RNA-binding proteins (RBPs) associated with prognosis. Among the 12 RBPs associated with progression-free survival, we focused on MEX3A because it was recently shown to mark an intestinal stem cell population that is refractory to chemotherapeutic treatments, a typical feature of PDAC. Increased expression of MEX3A was correlated with higher disease stage in PDAC patients and with tumor development in a mouse model of PDAC. Depletion of MEX3A in PDAC cells enhanced sensitivity to chemotherapeutic treatment with gemcitabine, whereas its expression was increased in PDAC cells selected upon chronic exposure to the drug. RNA-sequencing analyses highlighted hundreds of genes whose expression is sensitive to MEX3A expression, with significant enrichment in cell cycle genes. MEX3A binds to its target mRNAs, like cyclin-dependent kinase 6 (CDK6), and promotes their stability. Accordingly, knockdown of MEX3A caused a significant reduction in PDAC cell proliferation and in progression to the S phase of the cell cycle. These findings uncover a novel role for MEX3A in the acquisition and maintenance of chemoresistance by PDAC cells, suggesting that it may represent a novel therapeutic target for PDAC.
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Affiliation(s)
- Valentina Panzeri
- Department of Science Medical/Chirurgic and Translational Medicine, University of Rome "Sapienza", Italy.,Department of Neuroscience, Section of Human Anatomy, Catholic University of the Sacred Heart, Rome, Italy
| | - Isabella Manni
- UOSD SAFU, Department of Research, Diagnosis and Innovative Technologies, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | | | - Chiara Naro
- Department of Neuroscience, Section of Human Anatomy, Catholic University of the Sacred Heart, Rome, Italy.,IRCCS Fondazione Policlinico Agostino Gemelli, Rome, Italy
| | - Andrea Sacconi
- Clinical Trial Center, Biostatistics and Bioinformatics Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Silvia Di Agostino
- Oncogenomic and Epigenetic Unit, Department of Diagnostic Research and Technological Innovation, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Luisa de Latouliere
- UOSD SAFU, Department of Research, Diagnosis and Innovative Technologies, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Andrea Montori
- Department of Clinical and Molecular Medicine, UOC Anatomia Patologica, Sant' Andrea Hospital, Sapienza University of Rome, Italy
| | - Emanuela Pilozzi
- Department of Clinical and Molecular Medicine, UOC Anatomia Patologica, Sant' Andrea Hospital, Sapienza University of Rome, Italy
| | - Giulia Piaggio
- UOSD SAFU, Department of Research, Diagnosis and Innovative Technologies, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Gabriele Capurso
- PancreatoBiliary Endoscopy and EUS Division, Pancreas Translational and Clinical Research Center, San Raffaele Scientific Institute IRCCS, Milan, Italy
| | - Claudio Sette
- Department of Neuroscience, Section of Human Anatomy, Catholic University of the Sacred Heart, Rome, Italy.,Fondazione Santa Lucia IRCCS, Rome, Italy
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64
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Subramani R, Medel J, Flores K, Perry C, Galvez A, Sandoval M, Rivera S, Pedroza DA, Penner E, Chitti M, Lakshmanaswamy R. Hepatocyte nuclear factor 1 alpha influences pancreatic cancer growth and metastasis. Sci Rep 2020; 10:20225. [PMID: 33214606 PMCID: PMC7678871 DOI: 10.1038/s41598-020-77287-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 10/26/2020] [Indexed: 12/14/2022] Open
Abstract
Hepatocyte nuclear factor 1 homeobox alpha (HNF1α) is a transcription factor involved in endodermal organogenesis and pancreatic precursor cell differentiation and development. Earlier studies have reported a role for HNF1α in pancreatic ductal adenocarcinoma (PDAC) but it is controversial. The mechanism by which it impacts PDAC is yet to be explored in depth. In this study, using the online databases we observed that HNF1α is upregulated in PDAC, which was also confirmed by our immunohistochemical analysis of PDAC tissue microarray. Silencing HNF1α reduced the proliferative, migratory, invasive and colony forming capabilities of pancreatic cancer cells. Key markers involved in these processes (pPI3K, pAKT, pERK, Bcl2, Zeb, Snail, Slug) were significantly changed in response to alterations in HNF1α expression. On the other hand, overexpression of HNF1α did not induce any significant change in the aggressiveness of pancreatic cancer cells. Our results demonstrate that reduced expression of HNF1α leads to inhibition of pancreatic cancer growth and progression, which indicates that it could be a potential oncogene and target for PDAC.
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Affiliation(s)
- Ramadevi Subramani
- Center of Emphasis in Cancer Research, Department of Molecular and Translational Medicine, Texas Tech University Health Sciences Center El Paso, Paul L. Foster School of Medicine, El Paso, TX, 79905, USA. .,Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, 79905, USA.
| | - Joshua Medel
- Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, 79905, USA.,Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Kristina Flores
- Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, 79905, USA
| | - Courtney Perry
- Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, 79905, USA
| | - Adriana Galvez
- Center of Emphasis in Cancer Research, Department of Molecular and Translational Medicine, Texas Tech University Health Sciences Center El Paso, Paul L. Foster School of Medicine, El Paso, TX, 79905, USA
| | - Mayra Sandoval
- Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, 79905, USA
| | - Servando Rivera
- Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, 79905, USA
| | - Diego A Pedroza
- Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, 79905, USA
| | - Elizabeth Penner
- Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, 79905, USA.,Department of Pathology and Laboratory Medicine, McGovern Medical School, UT Health Science Center at Houston, Houston, TX, 77030, USA
| | - Mahika Chitti
- Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, 79905, USA
| | - Rajkumar Lakshmanaswamy
- Center of Emphasis in Cancer Research, Department of Molecular and Translational Medicine, Texas Tech University Health Sciences Center El Paso, Paul L. Foster School of Medicine, El Paso, TX, 79905, USA. .,Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, 79905, USA.
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65
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Lankes K, Hassan Z, Doffo MJ, Schneeweis C, Lier S, Öllinger R, Rad R, Krämer OH, Keller U, Saur D, Reichert M, Schneider G, Wirth M. Targeting the ubiquitin-proteasome system in a pancreatic cancer subtype with hyperactive MYC. Mol Oncol 2020; 14:3048-3064. [PMID: 33099868 PMCID: PMC7718946 DOI: 10.1002/1878-0261.12835] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Revised: 09/11/2020] [Accepted: 10/04/2020] [Indexed: 12/12/2022] Open
Abstract
The myelocytomatosis oncogene (MYC) is an important driver in a subtype of pancreatic ductal adenocarcinoma (PDAC). However, MYC remains a challenging therapeutic target; therefore, identifying druggable synthetic lethal interactions in MYC‐active PDAC may lead to novel precise therapies. First, to identify networks with hyperactive MYC, we profiled transcriptomes of established human cell lines, murine primary PDAC cell lines, and accessed publicly available repositories to analyze transcriptomes of primary human PDAC. Networks active in MYC‐hyperactive subtypes were analyzed by gene set enrichment analysis. Next, we performed an unbiased pharmacological screen to define MYC‐associated vulnerabilities. Hits were validated by analysis of drug response repositories and genetic gain‐ and loss‐of‐function experiments. In these experiments, we discovered that the proteasome inhibitor bortezomib triggers a MYC‐associated vulnerability. In addition, by integrating publicly available data, we found the unfolded protein response as a signature connected to MYC. Furthermore, increased sensitivity of MYC‐hyperactive PDACs to bortezomib was validated in genetically modified PDAC cells. In sum, we provide evidence that perturbing the ubiquitin–proteasome system (UPS) might be an option to target MYC‐hyperactive PDAC cells. Our data provide the rationale to further develop precise targeting of the UPS as a subtype‐specific therapeutic approach.
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Affiliation(s)
- Katharina Lankes
- Klinik und Poliklinik für Innere Medizin II, Technical University of Munich, Munich, Germany
| | - Zonera Hassan
- Klinik und Poliklinik für Innere Medizin II, Technical University of Munich, Munich, Germany
| | - María Josefina Doffo
- Hematology, Oncology and Tumor Immunology, Charité - Universitätsmedizin Campus Benjamin Franklin, Berlin, Germany
| | - Christian Schneeweis
- Klinik und Poliklinik für Innere Medizin II, Technical University of Munich, Munich, Germany
| | - Svenja Lier
- Klinik und Poliklinik für Innere Medizin II, Technical University of Munich, Munich, Germany
| | - Rupert Öllinger
- Institute of Molecular Oncology and Functional Genomics, Technical University Munich, Munich, Germany.,German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Roland Rad
- Institute of Molecular Oncology and Functional Genomics, Technical University Munich, Munich, Germany.,German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Oliver H Krämer
- Department of Toxicology, University Medical Center, Mainz, Germany
| | - Ulrich Keller
- Hematology, Oncology and Tumor Immunology, Charité - Universitätsmedizin Campus Benjamin Franklin, Berlin, Germany.,German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Dieter Saur
- German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany.,Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, Munich, Germany
| | - Maximilian Reichert
- Klinik und Poliklinik für Innere Medizin II, Technical University of Munich, Munich, Germany.,German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Günter Schneider
- Klinik und Poliklinik für Innere Medizin II, Technical University of Munich, Munich, Germany.,German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Matthias Wirth
- Hematology, Oncology and Tumor Immunology, Charité - Universitätsmedizin Campus Benjamin Franklin, Berlin, Germany
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66
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Gao C, Wisniewski L, Liu Y, Staal B, Beddows I, Plenker D, Aldakkak M, Hall J, Barnett D, Gouda MK, Allen P, Drake R, Zureikat A, Huang Y, Evans D, Singhi A, Brand RE, Tuveson DA, Tsai S, Haab BB. Detection of Chemotherapy-resistant Pancreatic Cancer Using a Glycan Biomarker, sTRA. Clin Cancer Res 2020; 27:226-236. [PMID: 33093149 DOI: 10.1158/1078-0432.ccr-20-2475] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 08/17/2020] [Accepted: 10/13/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE A subset of pancreatic ductal adenocarcinomas (PDACs) is highly resistant to systemic chemotherapy, but no markers are available in clinical settings to identify this subset. We hypothesized that a glycan biomarker for PDACs called sialylated tumor-related antigen (sTRA) could be used for this purpose. EXPERIMENTAL DESIGN We tested for differences between PDACs classified by glycan expression in multiple systems: sets of cell lines, organoids, and isogenic cell lines; primary tumors; and blood plasma from human subjects. RESULTS The sTRA-expressing models tended to have stem-like gene expression and the capacity for mesenchymal differentiation, in contrast to the nonexpressing models. The sTRA cell lines also had significantly increased resistance to seven different chemotherapeutics commonly used against pancreatic cancer. Patients with primary tumors that were positive for a gene expression classifier for sTRA received no statistically significant benefit from adjuvant chemotherapy, in contrast to those negative for the signature. In another cohort, based on direct measurements of sTRA in tissue microarrays, the patients who were high in sTRA again had no statistically significant benefit from adjuvant chemotherapy. Furthermore, a blood plasma test for the sTRA glycan identified the PDACs that showed rapid relapse following neoadjuvant chemotherapy. CONCLUSIONS This research demonstrates that a glycan biomarker could have value to detect chemotherapy-resistant PDAC in clinical settings. This capability could aid in the development of stratified treatment plans and facilitate biomarker-guided trials targeting resistant PDAC.
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Affiliation(s)
- ChongFeng Gao
- Center for Cancer and Cell Biology, Van Andel Institute, Grand Rapids, Michigan
| | - Luke Wisniewski
- Center for Cancer and Cell Biology, Van Andel Institute, Grand Rapids, Michigan
| | - Ying Liu
- Center for Cancer and Cell Biology, Van Andel Institute, Grand Rapids, Michigan
| | - Ben Staal
- Center for Cancer and Cell Biology, Van Andel Institute, Grand Rapids, Michigan
| | - Ian Beddows
- Center for Cancer and Cell Biology, Van Andel Institute, Grand Rapids, Michigan
| | - Dennis Plenker
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
| | - Mohammed Aldakkak
- Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Johnathan Hall
- Center for Cancer and Cell Biology, Van Andel Institute, Grand Rapids, Michigan
| | - Daniel Barnett
- Center for Cancer and Cell Biology, Van Andel Institute, Grand Rapids, Michigan
| | - Mirna Kheir Gouda
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
| | - Peter Allen
- Division of Surgical Oncology, Duke University School of Medicine, Durham, North Carolina
| | - Richard Drake
- Cell and Molecular Pharmacology and Experimental Therapeutics, Medical University of South Carolina, Charleston, South Carolina
| | - Amer Zureikat
- Division of Gastrointestinal Surgical Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Ying Huang
- Division of Vaccine and Infectious Disease, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Douglas Evans
- Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Aatur Singhi
- Division of Gastrointestinal Surgical Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Randall E Brand
- Division of Gastrointestinal Surgical Oncology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - David A Tuveson
- Lustgarten Foundation Pancreatic Cancer Research Laboratory, Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
| | - Susan Tsai
- Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Brian B Haab
- Center for Cancer and Cell Biology, Van Andel Institute, Grand Rapids, Michigan.
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67
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Espinet E, Gu Z, Imbusch CD, Giese NA, Büscher M, Safavi M, Weisenburger S, Klein C, Vogel V, Falcone M, Insua-Rodríguez J, Reitberger M, Thiel V, Kossi SO, Muckenhuber A, Sarai K, Lee AYL, Backx E, Zarei S, Gaida MM, Rodríguez-Paredes M, Donato E, Yen HY, Eils R, Schlesner M, Pfarr N, Hackert T, Plass C, Brors B, Steiger K, Weichenhan D, Arda HE, Rooman I, Kopp JL, Strobel O, Weichert W, Sprick MR, Trumpp A. Aggressive PDACs Show Hypomethylation of Repetitive Elements and the Execution of an Intrinsic IFN Program Linked to a Ductal Cell of Origin. Cancer Discov 2020; 11:638-659. [PMID: 33060108 DOI: 10.1158/2159-8290.cd-20-1202] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 09/24/2020] [Accepted: 09/25/2020] [Indexed: 11/16/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is characterized by extensive desmoplasia, which challenges the molecular analyses of bulk tumor samples. Here we FACS-purified epithelial cells from human PDAC and normal pancreas and derived their genome-wide transcriptome and DNA methylome landscapes. Clustering based on DNA methylation revealed two distinct PDAC groups displaying different methylation patterns at regions encoding repeat elements. Methylationlow tumors are characterized by higher expression of endogenous retroviral transcripts and double-stranded RNA sensors, which lead to a cell-intrinsic activation of an interferon signature (IFNsign). This results in a protumorigenic microenvironment and poor patient outcome. Methylationlow/IFNsignhigh and Methylationhigh/IFNsignlow PDAC cells preserve lineage traits, respective of normal ductal or acinar pancreatic cells. Moreover, ductal-derived Kras G12D/Trp53 -/- mouse PDACs show higher expression of IFNsign compared with acinar-derived counterparts. Collectively, our data point to two different origins and etiologies of human PDACs, with the aggressive Methylationlow/IFNsignhigh subtype potentially targetable by agents blocking intrinsic IFN signaling. SIGNIFICANCE: The mutational landscapes of PDAC alone cannot explain the observed interpatient heterogeneity. We identified two PDAC subtypes characterized by differential DNA methylation, preserving traits from normal ductal/acinar cells associated with IFN signaling. Our work suggests that epigenetic traits and the cell of origin contribute to PDAC heterogeneity.This article is highlighted in the In This Issue feature, p. 521.
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Affiliation(s)
- Elisa Espinet
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany. .,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Zuguang Gu
- Bioinformatics and Omics Data Analytics, DKFZ, Heidelberg, Germany.,Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany
| | - Charles D Imbusch
- Division of Applied Bioinformatics, DKFZ and NCT, Heidelberg, Germany
| | - Nathalia A Giese
- Department of General and Visceral Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Magdalena Büscher
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Mariam Safavi
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Silke Weisenburger
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Corinna Klein
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany
| | - Vanessa Vogel
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany
| | - Mattia Falcone
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Jacob Insua-Rodríguez
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Manuel Reitberger
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Vera Thiel
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Steffi O Kossi
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany
| | | | - Karnjit Sarai
- Department of Cellular and Physiological Sciences, Life Science Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Alex Y L Lee
- Department of Cellular and Physiological Sciences, Life Science Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Elyne Backx
- Laboratory of Molecular and Medical Oncology, Vrije Universiteit Brussel, Brussels, Belgium
| | - Soheila Zarei
- Department of Cellular and Physiological Sciences, Life Science Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Matthias M Gaida
- Institute of Pathology, University Hospital of Heidelberg, Heidelberg, Germany.,Institute of Pathology, University Medical Center JGU Mainz, Mainz, Germany
| | | | - Elisa Donato
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Hsi-Yu Yen
- Institute of Pathology, Technical University of Munich, Munich, Germany
| | - Roland Eils
- Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany.,Digital Health Centre, Berlin Institute of Health and Charité Universitätsmedizin Berlin, Berlin, Germany.,Health Data Science Unit, University Hospital and University of Heidelberg, Heidelberg, Germany
| | | | - Nicole Pfarr
- Institute of Pathology, Technical University of Munich, Munich, Germany
| | - Thilo Hackert
- Department of General and Visceral Surgery, University Hospital Heidelberg, Heidelberg, Germany
| | | | - Benedikt Brors
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Division of Applied Bioinformatics, DKFZ and NCT, Heidelberg, Germany
| | - Katja Steiger
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Institute of Pathology, Technical University of Munich, Munich, Germany
| | - Dieter Weichenhan
- Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany
| | - H Efsun Arda
- Laboratory of Receptor Biology and Gene Expression, Center of Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Ilse Rooman
- Laboratory of Molecular and Medical Oncology, Vrije Universiteit Brussel, Brussels, Belgium
| | - Janel L Kopp
- Department of Cellular and Physiological Sciences, Life Science Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Oliver Strobel
- Department of General and Visceral Surgery, University Hospital Heidelberg, Heidelberg, Germany.,National Center of Tumor Diseases, NCT, Heidelberg, Germany
| | - Wilko Weichert
- German Cancer Consortium (DKTK), Heidelberg, Germany.,Institute of Pathology, Technical University of Munich, Munich, Germany
| | - Martin R Sprick
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
| | - Andreas Trumpp
- HI-STEM-Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany. .,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
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68
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Wang Z, Dong J, Zhao Q, Ying Y, Zhang L, Zou J, Zhao S, Wang J, Zhao Y, Jiang S. Gold nanoparticle‑mediated delivery of paclitaxel and nucleic acids for cancer therapy (Review). Mol Med Rep 2020; 22:4475-4484. [PMID: 33173972 PMCID: PMC7646735 DOI: 10.3892/mmr.2020.11580] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2020] [Accepted: 09/18/2020] [Indexed: 12/16/2022] Open
Abstract
Paclitaxel is a potent antineoplastic agent, but poor solubility and resistance have limited its use. Gold nanoparticles (AuNPs) are widely studied as drug carriers because they can be engineered to prevent drug insolubility, carry nucleic acid payloads for gene therapy, target specific tumor cell lines, modulate drug release and amplify photothermal therapy. Consequently, the conjugation of paclitaxel with AuNPs to improve antiproliferative and pro‑apoptotic potency may enable improved clinical outcomes. There are currently a number of different AuNPs under development, including simple drug or nucleic acid carriers and targeted AuNPs that are designed to deliver therapeutic payloads to specific cells. The current study reviewed previous research on AuNPs and the development of AuNP‑based paclitaxel delivery.
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Affiliation(s)
- Zhiguang Wang
- Frontier Institute of Science and Technology, State Key Laboratory for Mechanical Behavior of Materials, Xi'an Jiaotong University, Xi'an, Shaanxi 710054, P.R. China
| | - Jianyu Dong
- Breast Center, Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Qiaojiajie Zhao
- Institute of Hematological Research, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi 710000, P.R. China
| | - Ying Ying
- Jiangxi Province Key Laboratory of Tumor Pathogens and Molecular Pathology and Department of Pathophysiology, School of Basic Medical Sciences, Nanchang University Medical College, Nanchang, Jiangxi 330006, P.R. China
| | - Lijie Zhang
- Institute of Hematological Research, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi 710000, P.R. China
| | - Junrong Zou
- Institute of Urology, The First Affiliated Hospital of Gan'nan Medical University, Ganzhou, Jiangxi 341001, P.R. China
| | - Shuqi Zhao
- Institute of Hematological Research, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi 710000, P.R. China
| | - Jiuju Wang
- Institute of Hematological Research, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi 710000, P.R. China
| | - Yuan Zhao
- Institute of Hematological Research, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi 710000, P.R. China
| | - Shanshan Jiang
- Institute of Hematological Research, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi 710000, P.R. China
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69
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Mao Q, Wang L, Liang Y, Dong G, Xia W, Hu J, Xu L, Jiang F. CYP3A5 suppresses metastasis of lung adenocarcinoma through ATOH8/Smad1 axis. Am J Cancer Res 2020; 10:3194-3211. [PMID: 33163265 PMCID: PMC7642649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Accepted: 08/03/2020] [Indexed: 06/11/2023] Open
Abstract
Cytochrome P450 3A5 (CYP3A5) maintains primary roles in toxic metabolism, catalyzes redox reaction, and contributes to chemotherapeutic resistance. However, the mechanism of CYP3A5 in carcinogenesis remains largely undefined. Here, we investigated a novel role of CYP3A5 inhibiting the metastasis in lung adenocarcinoma (LUAD) via ATOH8/Smad1 axis. We found that CYP3A5 was generally down-regulated in LUAD by RT-PCR, western blot and immunohistochmeistry (IHC) in tissues and cell lines. Low expression of CYP3A5 was significantly associated with poor prognosis of LUAD patients. Functionally, ectopic expression of CYP3A5 could substantially inhibit the migration and invasion in vitro. Consistently, up-regulation of CYP3A5 dramatically suppressed metastatic ability in vivo. Mechanistically, high-throughput phosphorylation chip indicated that CYP3A5 significantly decreased the phosphorylation of Smad1, resulting in suppression of metastasis. Furthermore, bioinformatics analysis and co-immunoprecipitation (Co-IP) experiments uncovered that CYP3A5 interacted with ATOH8, and the interaction, in turn, mediated in-activation in the Smad1 pathway. The combined IHC panel, including CYP3A5 and phosphorylation of Smad1, exhibited a better prognostic value for LUAD patients than any of these components individually. Taken together, CYP3A5 repressed activation of Smad1 to inhibit LUAD metastasis via interacting with ATOH8, indicating a novel potential mechanism of CYP3A5 in LUAD progression.
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Affiliation(s)
- Qixing Mao
- Department of Thoracic Surgery, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, Nanjing Medical University Affiliated Cancer HospitalNanjing 210009, P. R. China
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer HospitalNanjing 210009, P. R. China
| | - Lin Wang
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer HospitalNanjing 210009, P. R. China
- Department of Oncology, Department of Geriatric Lung Cancer Laboratory, The Affiliated Geriatric Hospital of Nanjing Medical UniversityNanjing 210009, P. R. China
| | - Yingkuan Liang
- Department of Thoracic Surgery, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, Nanjing Medical University Affiliated Cancer HospitalNanjing 210009, P. R. China
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer HospitalNanjing 210009, P. R. China
| | - Gaochao Dong
- Department of Thoracic Surgery, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, Nanjing Medical University Affiliated Cancer HospitalNanjing 210009, P. R. China
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer HospitalNanjing 210009, P. R. China
| | - Wenjie Xia
- Department of Thoracic Surgery, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, Nanjing Medical University Affiliated Cancer HospitalNanjing 210009, P. R. China
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer HospitalNanjing 210009, P. R. China
| | - Jianzhong Hu
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount SinaiNew York, New York, USA
| | - Lin Xu
- Department of Thoracic Surgery, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, Nanjing Medical University Affiliated Cancer HospitalNanjing 210009, P. R. China
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer HospitalNanjing 210009, P. R. China
| | - Feng Jiang
- Department of Thoracic Surgery, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, Nanjing Medical University Affiliated Cancer HospitalNanjing 210009, P. R. China
- Jiangsu Key Laboratory of Molecular and Translational Cancer Research, Nanjing Medical University Affiliated Cancer HospitalNanjing 210009, P. R. China
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70
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Assenat E, Mineur L, Mollevi C, Lopez-Crapez E, Lombard-Bohas C, Samalin E, Portales F, Walter T, de Forges H, Dupuy M, Boissière-Michot F, Ho-Pun-Cheung A, Ychou M, Mazard T. Phase II study evaluating the association of gemcitabine, trastuzumab and erlotinib as first-line treatment in patients with metastatic pancreatic adenocarcinoma (GATE 1). Int J Cancer 2020; 148:682-691. [PMID: 33405269 DOI: 10.1002/ijc.33225] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 06/30/2020] [Accepted: 07/02/2020] [Indexed: 12/26/2022]
Abstract
In a previous phase II study (THERAPY), cetuximab and trastuzumab combination, as second-line after progression with gemcitabine, showed disease stabilization in 27% of 33 patients with pancreatic carcinoma. In the present phase II multicenter study, we assessed the efficacy and tolerance of gemcitabine, trastuzumab plus erlotinib as first-line treatment of metastatic pancreatic cancer. The primary endpoint was disease control rate (DCR, RECIST v.1); secondary endpoints were progression-free (PFS), overall (OS) survival and toxicity (NCI-CTCAE v3.0). Ancillary study addressed the predictive value of both EGFR/HER2 expression and KRAS mutational status. Sixty-three patients from four centers were included (62 evaluable for toxicity, 59 for efficacy), median age was 62 years (35-77), 59.7% men. The median treatment duration was 16.1 weeks (2.1-61). Eleven patients (19%) reported a partial tumor response, and 33 (56%) disease stabilization. DCR was 74.6% (95%CI: 61.8-85.0; 44/59 patients). After a median follow-up of 23.3 months (0.6-23.6), median PFS was 3.5 months (95%CI: 2.4-3.8) and median OS 7.9 months (95%CI: 5.1-10.2). PFS was significantly longer in patients with grade ≥ 2 cutaneous toxicities vs patients with grade 0-1 toxicities (HR = 0.55, 95%CI: 0.33-0.92, P = .020). Expression of EGFR and HER2 was correlated with PFS and OS in multivariate analysis; HER2 expression was correlated with the tumor response. Main severe toxicities were neutropenia (32%), cutaneous rash (37%) and thrombosis/embolisms (35.5%). This triplet combination is effective in terms of disease control, PFS and OS, and acceptable for safety. A larger study to investigate this combination compared to the standard regimen should be discussed.
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Affiliation(s)
- Eric Assenat
- Medical Oncology Department, Institut du Cancer de Montpellier (ICM), Univ. Montpellier, Montpellier, France.,Centre Hospitalier Régional Universitaire (CHU) de Montpellier, Univ. Montpellier, Montpellier, France
| | - Laurent Mineur
- Unité de Cancérologie Digestive Oncologie Radiothérapie, Institut Sainte Catherine, Avignon, France
| | - Caroline Mollevi
- Biometrics Unit, Institut du Cancer de Montpellier (ICM), University of Montpellier, Montpellier, France
| | - Evelyne Lopez-Crapez
- Translational Research Unit, Institut Régional du Cancer de Montpellier (ICM), University of Montpellier, Montpellier, France
| | | | - Emmanuelle Samalin
- Medical Oncology Department, Institut du Cancer de Montpellier (ICM), Univ. Montpellier, Montpellier, France
| | - Fabienne Portales
- Medical Oncology Department, Institut du Cancer de Montpellier (ICM), Univ. Montpellier, Montpellier, France
| | | | - Hélène de Forges
- Clinical Research and Innovation Department, Institut du Cancer de Montpellier (ICM), University of Montpellier, Montpellier, France
| | - Marie Dupuy
- Centre Hospitalier Régional Universitaire (CHU) de Montpellier, Univ. Montpellier, Montpellier, France
| | - Florence Boissière-Michot
- Translational Research Unit, Institut Régional du Cancer de Montpellier (ICM), University of Montpellier, Montpellier, France
| | - Alexandre Ho-Pun-Cheung
- Translational Research Unit, Institut Régional du Cancer de Montpellier (ICM), University of Montpellier, Montpellier, France
| | - Marc Ychou
- Medical Oncology Department, Institut du Cancer de Montpellier (ICM), Univ. Montpellier, Montpellier, France
| | - Thibaut Mazard
- Medical Oncology Department, Institut du Cancer de Montpellier (ICM), Univ. Montpellier, Montpellier, France
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71
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CDK4/6 Inhibitors in Breast Cancer Treatment: Potential Interactions with Drug, Gene, and Pathophysiological Conditions. Int J Mol Sci 2020; 21:ijms21176350. [PMID: 32883002 PMCID: PMC7504705 DOI: 10.3390/ijms21176350] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 08/11/2020] [Accepted: 08/26/2020] [Indexed: 12/14/2022] Open
Abstract
Palbociclib, ribociclib, and abemaciclib belong to the third generation of cyclin-dependent kinases inhibitors (CDKis), an established therapeutic class for advanced and metastatic breast cancer. Interindividual variability in the therapeutic response of CDKis has been reported and some individuals may experience increased and unexpected toxicity. This narrative review aims at identifying the factors potentially concurring at this variability for driving the most appropriate and tailored use of CDKis in the clinic. Specifically, concomitant medications, pharmacogenetic profile, and pathophysiological conditions could influence absorption, distribution, metabolism, and elimination pharmacokinetics. A personalized therapeutic approach taking into consideration all factors potentially contributing to an altered pharmacokinetic/pharmacodynamic profile could better drive safe and effective clinical use.
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72
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Dantes Z, Yen HY, Pfarr N, Winter C, Steiger K, Muckenhuber A, Hennig A, Lange S, Engleitner T, Öllinger R, Maresch R, Orben F, Heid I, Kaissis G, Shi K, Topping G, Stögbauer F, Wirth M, Peschke K, Papargyriou A, Rezaee-Oghazi M, Feldmann K, Schäfer AP, Ranjan R, Lubeseder-Martellato C, Stange DE, Welsch T, Martignoni M, Ceyhan GO, Friess H, Herner A, Liotta L, Treiber M, von Figura G, Abdelhafez M, Klare P, Schlag C, Algül H, Siveke J, Braren R, Weirich G, Weichert W, Saur D, Rad R, Schmid RM, Schneider G, Reichert M. Implementing cell-free DNA of pancreatic cancer patient-derived organoids for personalized oncology. JCI Insight 2020; 5:137809. [PMID: 32614802 DOI: 10.1172/jci.insight.137809] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Accepted: 06/24/2020] [Indexed: 01/05/2023] Open
Abstract
One of the major challenges in using pancreatic cancer patient-derived organoids (PDOs) in precision oncology is the time from biopsy to functional characterization. This is particularly true for endoscopic ultrasound-guided fine-needle aspiration biopsies, typically resulting in specimens with limited tumor cell yield. Here, we tested conditioned media of individual PDOs for cell-free DNA to detect driver mutations already early on during the expansion process to accelerate the genetic characterization of PDOs as well as subsequent functional testing. Importantly, genetic alterations detected in the PDO supernatant, collected as early as 72 hours after biopsy, recapitulate the mutational profile of the primary tumor, indicating suitability of this approach to subject PDOs to drug testing in a reduced time frame. In addition, we demonstrated that this workflow was practicable, even in patients for whom the amount of tumor material was not sufficient for molecular characterization by established means. Together, our findings demonstrate that generating PDOs from very limited biopsy material permits molecular profiling and drug testing. With our approach, this can be achieved in a rapid and feasible fashion with broad implications in clinical practice.
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Affiliation(s)
- Zahra Dantes
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Hsi-Yu Yen
- Institute of Pathology.,Comparative Experimental Pathology, and
| | | | - Christof Winter
- Institute of Clinical Chemistry and Pathobiochemistry, Technical University of Munich, Munich, Germany.,German Cancer Consortium (DKTK), partner site Munich, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Katja Steiger
- Institute of Pathology.,Comparative Experimental Pathology, and
| | | | - Alexander Hennig
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, Medical Faculty, Technical University of Dresden, Dresden, Germany
| | - Sebastian Lange
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Thomas Engleitner
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Rupert Öllinger
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Roman Maresch
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Felix Orben
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | | | | | - Kuangyu Shi
- Department of Nuclear Medicine, Technical University of Munich, Munich, Germany
| | - Geoffrey Topping
- Department of Nuclear Medicine, Technical University of Munich, Munich, Germany
| | | | - Matthias Wirth
- Medical Department, Division of Hematology and Oncology at Campus Benjamin Franklin, Charité, Berlin, Germany
| | - Katja Peschke
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | | | | | - Karin Feldmann
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Arlett Pg Schäfer
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Raphela Ranjan
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | | | - Daniel E Stange
- German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, Medical Faculty, Technical University of Dresden, Dresden, Germany.,DKTK, partner site Dresden, Germany
| | - Thilo Welsch
- German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, Medical Faculty, Technical University of Dresden, Dresden, Germany.,DKTK, partner site Dresden, Germany
| | - Marc Martignoni
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Güralp O Ceyhan
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Helmut Friess
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Alexander Herner
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Lucia Liotta
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Matthias Treiber
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Guido von Figura
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | | | - Peter Klare
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Christoph Schlag
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Hana Algül
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Jens Siveke
- German Cancer Research Center (DKFZ), Heidelberg, Germany.,Institute for Developmental Cancer Therapeutics, West German Cancer Center, University Hospital Essen, Essen, Germany.,Division of Solid Tumor Translational Oncology, DKTK, partner site Essen, Germany
| | - Rickmer Braren
- German Cancer Consortium (DKTK), partner site Munich, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, Medical Faculty, Technical University of Dresden, Dresden, Germany
| | | | - Wilko Weichert
- Institute of Pathology.,German Cancer Consortium (DKTK), partner site Munich, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Dieter Saur
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar.,German Cancer Consortium (DKTK), partner site Munich, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Roland Rad
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar.,German Cancer Consortium (DKTK), partner site Munich, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Roland M Schmid
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar
| | - Günter Schneider
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar.,German Cancer Consortium (DKTK), partner site Munich, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Maximilian Reichert
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar.,German Cancer Consortium (DKTK), partner site Munich, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
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73
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Biederstädt A, Hassan Z, Schneeweis C, Schick M, Schneider L, Muckenhuber A, Hong Y, Siegers G, Nilsson L, Wirth M, Dantes Z, Steiger K, Schunck K, Langston S, Lenhof HP, Coluccio A, Orben F, Slawska J, Scherger A, Saur D, Müller S, Rad R, Weichert W, Nilsson J, Reichert M, Schneider G, Keller U. SUMO pathway inhibition targets an aggressive pancreatic cancer subtype. Gut 2020; 69:1472-1482. [PMID: 32001555 PMCID: PMC7398468 DOI: 10.1136/gutjnl-2018-317856] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Revised: 12/20/2019] [Accepted: 12/22/2019] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Pancreatic ductal adenocarcinoma (PDAC) still carries a dismal prognosis with an overall 5-year survival rate of 9%. Conventional combination chemotherapies are a clear advance in the treatment of PDAC; however, subtypes of the disease exist, which exhibit extensive resistance to such therapies. Genomic MYC amplifications represent a distinct subset of PDAC with an aggressive tumour biology. It is clear that hyperactivation of MYC generates dependencies that can be exploited therapeutically. The aim of the study was to find and to target MYC-associated dependencies. DESIGN We analysed human PDAC gene expression datasets. Results were corroborated by the analysis of the small ubiquitin-like modifier (SUMO) pathway in a large PDAC cohort using immunohistochemistry. A SUMO inhibitor was used and characterised using human and murine two-dimensional, organoid and in vivo models of PDAC. RESULTS We observed that MYC is connected to the SUMOylation machinery in PDAC. Components of the SUMO pathway characterise a PDAC subtype with a dismal prognosis and we provide evidence that hyperactivation of MYC is connected to an increased sensitivity to pharmacological SUMO inhibition. CONCLUSION SUMO inhibitor-based therapies should be further developed for an aggressive PDAC subtype.
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Affiliation(s)
- Alexander Biederstädt
- Medical Clinic and Policlinic III, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Zonera Hassan
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Christian Schneeweis
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Markus Schick
- Department of Hematology, Oncology and Tumor Immunology, Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Lara Schneider
- Center for Bioinformatics, Saarland Informatics Campus, Saarland University, Saarbrücken, Germany,Saarbrücken Graduate School of Computer Science, Saarland Informatics Campus, Saarland University, Saarbrücken, Germany
| | | | - Yingfen Hong
- Medical Clinic and Policlinic III, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Gerrit Siegers
- Medical Clinic and Policlinic III, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Lisa Nilsson
- Department of Surgery, Sahlgrenska Cancer Center, Gothenburg University, Gothenburg, Sweden
| | - Matthias Wirth
- Department of Hematology, Oncology and Tumor Immunology, Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Zahra Dantes
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Katja Steiger
- Institute of Pathology, Technical University Munich, München, Germany,German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Kathrin Schunck
- Goethe University, Medical School, Institute of Biochemistry II, Frankfurt, Germany
| | - Steve Langston
- Oncology Drug Discovery Unit, Takeda Pharmaceuticals International Co, Cambridge, Massachusetts, USA
| | - H-P Lenhof
- Center for Bioinformatics, Saarland Informatics Campus, Saarland University, Saarbrücken, Germany
| | - Andrea Coluccio
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany,Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, München, Germany
| | - Felix Orben
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Jolanta Slawska
- Medical Clinic and Policlinic III, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Anna Scherger
- Medical Clinic and Policlinic III, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Dieter Saur
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany,Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, München, Germany
| | - Stefan Müller
- Goethe University, Medical School, Institute of Biochemistry II, Frankfurt, Germany
| | - Roland Rad
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany,Institute of Molecular Oncology and Functional Genomics, Technical University Munich, München, Germany
| | - Wilko Weichert
- Institute of Pathology, Technical University Munich, München, Germany,German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Jonas Nilsson
- Department of Surgery, Sahlgrenska Cancer Center, Gothenburg University, Gothenburg, Sweden
| | - Maximilian Reichert
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany,German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Günter Schneider
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany .,German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Ulrich Keller
- Department of Hematology, Oncology and Tumor Immunology, Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, Berlin, Germany .,German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
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74
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Ingelman-Sundberg M, Lauschke VM. Can CYP Inhibition Overcome Chemotherapy Resistance? Trends Pharmacol Sci 2020; 41:503-506. [DOI: 10.1016/j.tips.2020.05.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Accepted: 05/31/2020] [Indexed: 12/15/2022]
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75
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Ding LY, Hou YC, Kuo IY, Hsu TY, Tsai TC, Chang HW, Hsu WY, Tsao CC, Tian CC, Wang PS, Wang HC, Lee CT, Wang YC, Lin SH, Hughes MW, Chuang WJ, Lu PJ, Shan YS, Huang PH. Epigenetic silencing of AATK in acinar to ductal metaplasia in murine model of pancreatic cancer. Clin Epigenetics 2020; 12:87. [PMID: 32552862 PMCID: PMC7301993 DOI: 10.1186/s13148-020-00878-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 05/31/2020] [Indexed: 02/07/2023] Open
Abstract
Background Cancer subtype switching, which involves unclear cancer cell origin, cell fate decision, and transdifferentiation of cells within a confined tumor microenvironment, remains a major problem in pancreatic cancer (PDA). Results By analyzing PDA subtypes in The Cancer Genome Atlas, we identified that epigenetic silencing of apoptosis-associated tyrosine kinase (AATK) inversely was correlated with mRNA expression and was enriched in the quasi-mesenchymal cancer subtype. By comparing early mouse pancreatic lesions, the non-invasive regions showed AATK co-expression in cells with acinar-to-ductal metaplasia, nuclear VAV1 localization, and cell cycle suppression; but the invasive lesions conversely revealed diminished AATK expression in those with poorly differentiated histology, cytosolic VAV1 localization, and co-expression of p63 and HNF1α. Transiently activated AATK initiates acinar differentiation into a ductal cell fate to establish apical-basal polarization in acinar-to-ductal metaplasia. Silenced AATK and ectopically expressed p63 and HNF1α allow the proliferation of ductal PanINs in mice. Conclusion Epigenetic silencing of AATK regulates the cellular transdifferentiation, proliferation, and cell cycle progression in converting PDA-subtypes.
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Affiliation(s)
- Li-Yun Ding
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, Tainan, Taiwan.,Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ya-Chin Hou
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - I-Ying Kuo
- Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ting-Yi Hsu
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Tsung-Ching Tsai
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Hsiu-Wei Chang
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Wei-Yu Hsu
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chih-Chieh Tsao
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chung-Chen Tian
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Po-Shun Wang
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Hao-Chen Wang
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chung-Ta Lee
- Department of Pathology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yi-Ching Wang
- Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Sheng-Hsiang Lin
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan.,Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan.,Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Michael W Hughes
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan.,International Center for Wound Repair & Regeneration, National Cheng Kung University, Tainan, Taiwan
| | - Woei-Jer Chuang
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, Tainan, Taiwan.,Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Pei-Jung Lu
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yan-Shen Shan
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan. .,Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
| | - Po-Hsien Huang
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, Tainan, Taiwan. .,Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
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76
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Wang Z, Hausmann S, Lyu R, Li TM, Lofgren SM, Flores NM, Fuentes ME, Caporicci M, Yang Z, Meiners MJ, Cheek MA, Howard SA, Zhang L, Elias JE, Kim MP, Maitra A, Wang H, Bassik MC, Keogh MC, Sage J, Gozani O, Mazur PK. SETD5-Coordinated Chromatin Reprogramming Regulates Adaptive Resistance to Targeted Pancreatic Cancer Therapy. Cancer Cell 2020; 37:834-849.e13. [PMID: 32442403 PMCID: PMC8187079 DOI: 10.1016/j.ccell.2020.04.014] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 03/11/2020] [Accepted: 04/22/2020] [Indexed: 12/18/2022]
Abstract
Molecular mechanisms underlying adaptive targeted therapy resistance in pancreatic ductal adenocarcinoma (PDAC) are poorly understood. Here, we identify SETD5 as a major driver of PDAC resistance to MEK1/2 inhibition (MEKi). SETD5 is induced by MEKi resistance and its deletion restores refractory PDAC vulnerability to MEKi therapy in mouse models and patient-derived xenografts. SETD5 lacks histone methyltransferase activity but scaffolds a co-repressor complex, including HDAC3 and G9a. Gene silencing by the SETD5 complex regulates known drug resistance pathways to reprogram cellular responses to MEKi. Pharmacological co-targeting of MEK1/2, HDAC3, and G9a sustains PDAC tumor growth inhibition in vivo. Our work uncovers SETD5 as a key mediator of acquired MEKi therapy resistance in PDAC and suggests a context for advancing MEKi use in the clinic.
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Affiliation(s)
- Zhentian Wang
- Department of Biology, Stanford University, Stanford, CA 94305, USA
| | - Simone Hausmann
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Ruitu Lyu
- Department of Chemistry, The University of Chicago, Chicago, IL 60637, USA
| | - Tie-Mei Li
- Department of Biology, Stanford University, Stanford, CA 94305, USA
| | - Shane M Lofgren
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Natasha M Flores
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Mary E Fuentes
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Marcello Caporicci
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Ze Yang
- Department of Biology, Stanford University, Stanford, CA 94305, USA
| | | | | | | | | | | | - Michael P Kim
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Anirban Maitra
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Huamin Wang
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Michael Cory Bassik
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA
| | | | - Julien Sage
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Or Gozani
- Department of Biology, Stanford University, Stanford, CA 94305, USA.
| | - Pawel K Mazur
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
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77
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Ehlen L, Arndt J, Treue D, Bischoff P, Loch FN, Hahn EM, Kotsch K, Klauschen F, Beyer K, Margonis GA, Kreis ME, Kamphues C. Novel methods for in vitro modeling of pancreatic cancer reveal important aspects for successful primary cell culture. BMC Cancer 2020; 20:417. [PMID: 32404074 PMCID: PMC7222463 DOI: 10.1186/s12885-020-06929-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 05/05/2020] [Indexed: 01/05/2023] Open
Abstract
Background Pancreatic cancer remains a fatal disease. Experimental systems are needed for personalized treatment strategies, drug testing and to further understand tumor biology. Cell cultures can serve as an excellent preclinical platform, but their generation remains challenging. Methods Tumor cells from surgically removed pancreatic ductal adenocarcinoma (PDAC) specimens were cultured under novel protocols. Cellular growth and composition were analyzed and culture conditions were continuously optimized. Characterization of cell cultures and primary tumors was performed via hematoxylin and eosin (HE) and immunofluorescence (IF) staining. Results Protocols for two- and three-dimensional PDAC primary cell cultures could successfully be established. Primary cell culture depended on dissociation techniques, growth factor supplementation and extracellular matrix components containing Matrigel being crucial for the transformation to three-dimensional PDAC organoids. The generated cultures showed to be highly resemblant to established PDAC primary cell cultures. HE and IF staining for cell culture and corresponding primary tumor characterization could successfully be performed. Conclusions The work presented herein shows novel and effective methods to successfully establish primary PDAC cell cultures in a distinct time frame. Factors contributing to cell growth and differentiation could be identified with important implications for further primary cell culture protocols. The established protocols might serve as novel tools in personalized tumor therapy.
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Affiliation(s)
- L Ehlen
- Department of General, Visceral and Vascular Surgery, Charité - Universitätsmedizin Berlin, Berlin, Germany.
| | - J Arndt
- Department of General, Visceral and Vascular Surgery, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - D Treue
- Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - P Bischoff
- Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - F N Loch
- Department of General, Visceral and Vascular Surgery, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - E M Hahn
- Department of General, Visceral and Vascular Surgery, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - K Kotsch
- Department of General, Visceral and Vascular Surgery, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - F Klauschen
- Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - K Beyer
- Department of General, Visceral and Vascular Surgery, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - G A Margonis
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, USA
| | - M E Kreis
- Department of General, Visceral and Vascular Surgery, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - C Kamphues
- Department of General, Visceral and Vascular Surgery, Charité - Universitätsmedizin Berlin, Berlin, Germany
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78
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Bozza M, Green EW, Espinet E, De Roia A, Klein C, Vogel V, Offringa R, Williams JA, Sprick M, Harbottle RP. Novel Non-integrating DNA Nano-S/MAR Vectors Restore Gene Function in Isogenic Patient-Derived Pancreatic Tumor Models. MOLECULAR THERAPY-METHODS & CLINICAL DEVELOPMENT 2020; 17:957-968. [PMID: 32420409 PMCID: PMC7218229 DOI: 10.1016/j.omtm.2020.04.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 04/22/2020] [Indexed: 12/22/2022]
Abstract
We describe herein non-integrating minimally sized nano-S/MAR DNA vectors, which can be used to genetically modify dividing cells in place of integrating vectors. They represent a unique genetic tool, which avoids vector-mediated damage. Previous work has shown that DNA vectors comprising a mammalian S/MAR element can provide persistent mitotic stability over hundreds of cell divisions, resisting epigenetic silencing and thereby allowing sustained transgene expression. The composition of the original S/MAR vectors does present some inherent limitations that can provoke cellular toxicity. Herein, we present a new system, the nano-S/MAR, which drives higher transgene expression and has improved efficiency of establishment, due to the minimal impact on cellular processes and perturbation of the endogenous transcriptome. We show that these features enable the hitherto challenging genetic modification of patient-derived cells to stably restore the tumor suppressor gene SMAD4 to a patient-derived SMAD4 knockout pancreatic cancer line. Nano-S/MAR modification does not alter the molecular or phenotypic integrity of the patient-derived cells in cell culture and xenograft mouse models. In conclusion, we show that these DNA vectors can be used to persistently modify a range of cells, providing sustained transgene expression while avoiding the risks of insertional mutagenesis and other vector-mediated toxicity.
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Affiliation(s)
- Matthias Bozza
- DNA Vector Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 242, 69120 Heidelberg, Germany
| | - Edward W Green
- Neuroimmunology and Brain Tumor Immunology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Elisa Espinet
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Alice De Roia
- DNA Vector Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 242, 69120 Heidelberg, Germany
| | - Corinna Klein
- Stem Cells and Metastasis, Hi-Stem Heidelberg, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Vanessa Vogel
- Stem Cells and Metastasis, Hi-Stem Heidelberg, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Rienk Offringa
- Molecular Oncology of Gastrointestinal Tumors, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | | | - Martin Sprick
- Stem Cells and Metastasis, Hi-Stem Heidelberg, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Richard P Harbottle
- DNA Vector Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 242, 69120 Heidelberg, Germany
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79
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Fan Z, Fan K, Deng S, Gong Y, Qian Y, Huang Q, Yang C, Cheng H, Jin K, Luo G, Liu C, Yu X. HNF-1a promotes pancreatic cancer growth and apoptosis resistance via its target gene PKLR. Acta Biochim Biophys Sin (Shanghai) 2020; 52:241-250. [PMID: 32072180 DOI: 10.1093/abbs/gmz169] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2019] [Revised: 10/17/2019] [Accepted: 12/26/2019] [Indexed: 12/14/2022] Open
Abstract
Pancreatic ductal adenocarcinoma is one of the deadliest malignant tumors, and many genes play important roles in its development. The hepatocyte nuclear factor-1a (HNF-1a) gene encodes HNF-1a, which is a transcriptional activator. HNF-1a regulates the tissue-specific expression of multiple genes, especially in pancreatic islet cells and in the liver. However, the role of the HNF-1a gene in the development of pancreatic cancer is still unclear. Here, we used immunohistochemical staining and real-time PCR to analyze HNF-1a expression in pancreatic cancer tissue. Stable cell lines with HNF-1a knockdown or overexpression were established to analyze the role of HNF-1a in pancreatic cancer cell proliferation and apoptosis by colony formation assay and flow cytometry. We also analyzed the L-type pyruvate kinase (PKLR) promoter sequence to identify the regulatory effect of HNF-1a on PKLR transcription and confirmed the HNF-1a binding site in the PKLR promoter via a chromatin immunoprecipitation assay. HNF-1a was found to be overexpressed in pancreatic cancer and promoted proliferation while inhibiting apoptosis in pancreatic cancer cells. PKLR was identified as the downstream target gene of HNF-1a and binding of HNF-1a at two sites in PKLR (-1931/-1926 and -966/-961) regulated PKLR transcription. In conclusion, HNF-1a is overexpressed in pancreatic cancer, and the transcription factor HNF-1a can promote pancreatic cancer growth and apoptosis resistance via its target gene PKLR.
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Affiliation(s)
- Zhiyao Fan
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai 200032, China, and
- Pancreatic Cancer Institute, Fudan University, Shanghai 200032 China
| | - Kun Fan
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai 200032, China, and
- Pancreatic Cancer Institute, Fudan University, Shanghai 200032 China
| | - Shengming Deng
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai 200032, China, and
- Pancreatic Cancer Institute, Fudan University, Shanghai 200032 China
| | - Yitao Gong
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai 200032, China, and
- Pancreatic Cancer Institute, Fudan University, Shanghai 200032 China
| | - Yunzhen Qian
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai 200032, China, and
- Pancreatic Cancer Institute, Fudan University, Shanghai 200032 China
| | - Qiuyi Huang
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai 200032, China, and
- Pancreatic Cancer Institute, Fudan University, Shanghai 200032 China
| | - Chao Yang
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai 200032, China, and
- Pancreatic Cancer Institute, Fudan University, Shanghai 200032 China
| | - He Cheng
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai 200032, China, and
- Pancreatic Cancer Institute, Fudan University, Shanghai 200032 China
| | - Kaizhou Jin
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai 200032, China, and
- Pancreatic Cancer Institute, Fudan University, Shanghai 200032 China
| | - Guopei Luo
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai 200032, China, and
- Pancreatic Cancer Institute, Fudan University, Shanghai 200032 China
| | - Chen Liu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai 200032, China, and
- Pancreatic Cancer Institute, Fudan University, Shanghai 200032 China
| | - Xianjun Yu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai 200032, China, and
- Pancreatic Cancer Institute, Fudan University, Shanghai 200032 China
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80
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Wang P, Zhang C, Li W, Zhai B, Jiang X, Reddy S, Jiang H, Sun X. Identification of a robust functional subpathway signature for pancreatic ductal adenocarcinoma by comprehensive and integrated analyses. Cell Commun Signal 2020; 18:34. [PMID: 32122386 PMCID: PMC7053133 DOI: 10.1186/s12964-020-0522-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 01/29/2020] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal malignancy and its mortality continues to rise globally. Because of its high heterogeneity and complex molecular landscapes, published gene signatures have demonstrated low specificity and robustness. Functional signatures containing a group of genes involved in similar biological functions may display a more robust performance. METHODS The present study was designed to excavate potential functional signatures for PDAC by analyzing maximal number of datasets extracted from available databases with a recently developed method of FAIME (Functional Analysis of Individual Microarray Expression) in a comprehensive and integrated way. RESULTS Eleven PDAC datasets were extracted from GEO, ICGC and TCGA databases. By systemically analyzing these datasets, we identified a robust functional signature of subpathway (path:00982_1), which belongs to the drug metabolism-cytochrome P450 pathway. The signature has displayed a more powerful and robust capacity in predicting prognosis, drug response and chemotherapeutic efficacy for PDAC, particularly for the classical subtype, in comparison with published gene signatures and clinically used TNM staging system. This signature was verified by meta-analyses and validated in available cell line and clinical datasets with chemotherapeutic efficacy. CONCLUSION The present study has identified a novel functional PDAC signature, which has the potential to improve the current systems for predicting the prognosis and monitoring drug response, and to serve a linkage to therapeutic options for combating PDAC. However, the involvement of path:00982_1 subpathway in the metabolism of anti-PDAC chemotherapeutic drugs, particularly its biological interpretation, requires a further investigation. Video Abstract.
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Affiliation(s)
- Ping Wang
- The Hepatosplenic Surgery Center, the First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China.,Department of Interventional Radiology, the Third Affiliated Hospital of Harbin Medical University, Harbin, 150086, China
| | - Chunlong Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Weidong Li
- The Hepatosplenic Surgery Center, the First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China.,Department of General Surgery, the Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Bo Zhai
- The Hepatosplenic Surgery Center, the First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China.,Department of General Surgery, the Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Xian Jiang
- The Hepatosplenic Surgery Center, the First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Shiva Reddy
- Department of Molecular Medicine & Pathology, Faculty of Medical and Health Sciences, the University of Auckland, Auckland, 1142, New Zealand
| | - Hongchi Jiang
- The Hepatosplenic Surgery Center, the First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Xueying Sun
- The Hepatosplenic Surgery Center, the First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China.
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81
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Yao W, Maitra A, Ying H. Recent insights into the biology of pancreatic cancer. EBioMedicine 2020; 53:102655. [PMID: 32139179 PMCID: PMC7118569 DOI: 10.1016/j.ebiom.2020.102655] [Citation(s) in RCA: 82] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2019] [Revised: 12/16/2019] [Accepted: 01/21/2020] [Indexed: 12/18/2022] Open
Abstract
Pancreatic cancer (PDAC) is one of the deadliest types of human cancers, owing to late stage at presentation and pervasive therapeutic resistance. The extensive tumour heterogeneity, as well as substantial crosstalk between the neoplastic epithelium and components within the microenvironment are the defining features of PDAC biology that dictate the dismal natural history. Recent advances in genomic and molecular profiling have informed on the genetic makeup and evolutionary patterns of tumour progression, leading to treatment breakthroughs in minor subsets of patients with specific tumour mutational profiles. The nature and function of tumour heterogeneity, including stromal heterogeneity, in PDAC development and therapeutic resistance, are increasingly being elucidated. Deep insight has been gained regarding the metabolic and immunological deregulation, which further sheds light on the complex biology and the observed treatment recalcitrance. Here we will summarize these recent achievements and offer our perspective on the path forward.
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Affiliation(s)
- Wantong Yao
- Department of Translational Molecular Pathology, Houston, TX, USA
| | - Anirban Maitra
- Department of Translational Molecular Pathology, Houston, TX, USA; Sheikh Ahmed Center for Pancreatic Cancer Research, Houston, TX, USA
| | - Haoqiang Ying
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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82
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Wright WC, Chenge J, Wang J, Girvan HM, Yang L, Chai SC, Huber AD, Wu J, Oladimeji PO, Munro AW, Chen T. Clobetasol Propionate Is a Heme-Mediated Selective Inhibitor of Human Cytochrome P450 3A5. J Med Chem 2020; 63:1415-1433. [PMID: 31965799 PMCID: PMC7087482 DOI: 10.1021/acs.jmedchem.9b02067] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The human cytochrome P450 (CYP) enzymes CYP3A4 and CYP3A5 metabolize most drugs and have high similarities in their structure and substrate preference. Whereas CYP3A4 is predominantly expressed in the liver, CYP3A5 is upregulated in cancer, contributing to drug resistance. Selective inhibitors of CYP3A5 are, therefore, critical to validating it as a therapeutic target. Here we report clobetasol propionate (clobetasol) as a potent and selective CYP3A5 inhibitor identified by high-throughput screening using enzymatic and cell-based assays. Molecular dynamics simulations suggest a close proximity of clobetasol to the heme in CYP3A5 but not in CYP3A4. UV-visible spectroscopy and electron paramagnetic resonance analyses confirmed the formation of an inhibitory type I heme-clobetasol complex in CYP3A5 but not in CYP3A4, thus explaining the CYP3A5 selectivity of clobetasol. Our results provide a structural basis for selective CYP3A5 inhibition, along with mechanistic insights, and highlight clobetasol as an important chemical tool for target validation.
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Affiliation(s)
- William C. Wright
- Department of Chemical Biology and Therapeutics, St. Jude
Children’s Research Hospital, Memphis, Tennessee 38105-3678, USA
- Integrated Biomedical Sciences Program, University of
Tennessee Health Science Center, Memphis, Tennessee 38163, USA
| | - Jude Chenge
- Department of Chemical Biology and Therapeutics, St. Jude
Children’s Research Hospital, Memphis, Tennessee 38105-3678, USA
| | - Jingheng Wang
- Department of Chemical Biology and Therapeutics, St. Jude
Children’s Research Hospital, Memphis, Tennessee 38105-3678, USA
| | - Hazel M. Girvan
- Manchester Institute of Biotechnology, School of Natural
Sciences, Department of Chemistry, The University of Manchester, Manchester, M1 7DN,
UK
| | - Lei Yang
- Department of Chemical Biology and Therapeutics, St. Jude
Children’s Research Hospital, Memphis, Tennessee 38105-3678, USA
| | - Sergio C. Chai
- Department of Chemical Biology and Therapeutics, St. Jude
Children’s Research Hospital, Memphis, Tennessee 38105-3678, USA
| | - Andrew D. Huber
- Department of Chemical Biology and Therapeutics, St. Jude
Children’s Research Hospital, Memphis, Tennessee 38105-3678, USA
| | - Jing Wu
- Department of Chemical Biology and Therapeutics, St. Jude
Children’s Research Hospital, Memphis, Tennessee 38105-3678, USA
| | - Peter O. Oladimeji
- Department of Chemical Biology and Therapeutics, St. Jude
Children’s Research Hospital, Memphis, Tennessee 38105-3678, USA
| | - Andrew W. Munro
- Manchester Institute of Biotechnology, School of Natural
Sciences, Department of Chemistry, The University of Manchester, Manchester, M1 7DN,
UK
| | - Taosheng Chen
- Department of Chemical Biology and Therapeutics, St. Jude
Children’s Research Hospital, Memphis, Tennessee 38105-3678, USA
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83
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Law HCH, Lagundžin D, Clement EJ, Qiao F, Wagner ZS, Krieger KL, Costanzo-Garvey D, Caffrey TC, Grem JL, DiMaio DJ, Grandgenett PM, Cook LM, Fisher KW, Yu F, Hollingsworth MA, Woods NT. The Proteomic Landscape of Pancreatic Ductal Adenocarcinoma Liver Metastases Identifies Molecular Subtypes and Associations with Clinical Response. Clin Cancer Res 2019; 26:1065-1076. [PMID: 31848187 DOI: 10.1158/1078-0432.ccr-19-1496] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 10/19/2019] [Accepted: 12/11/2019] [Indexed: 12/16/2022]
Abstract
PURPOSE Pancreatic ductal adenocarcinoma (PDAC) is a highly metastatic disease that can be separated into distinct subtypes based on molecular signatures. Identifying PDAC subtype-specific therapeutic vulnerabilities is necessary to develop precision medicine approaches to treat PDAC. EXPERIMENTAL DESIGN A total of 56 PDAC liver metastases were obtained from the UNMC Rapid Autopsy Program and analyzed with quantitative proteomics. PDAC subtypes were identified by principal component analysis based on protein expression profiling. Proteomic subtypes were further characterized by the associated clinical information, including but not limited to survival analysis, drug treatment response, and smoking and drinking status. RESULTS Over 3,960 proteins were identified and used to delineate four distinct PDAC microenvironment subtypes: (i) metabolic; (ii) progenitor-like; (iii) proliferative; and (iv) inflammatory. PDAC risk factors of alcohol and tobacco consumption correlate with subtype classifications. Enhanced survival is observed in FOLFIRINOX treated metabolic and progenitor-like subtypes compared with the proliferative and inflammatory subtypes. In addition, TYMP, PDCD6IP, ERAP1, and STMN showed significant association with patient survival in a subtype-specific manner. Gemcitabine-induced alterations in the proteome identify proteins, such as serine hydroxymethyltransferase 1, associated with drug resistance. CONCLUSIONS These data demonstrate that proteomic analysis of clinical PDAC liver metastases can identify molecular signatures unique to disease subtypes and point to opportunities for therapeutic development to improve the treatment of PDAC.
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Affiliation(s)
- Henry C-H Law
- Eppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska
| | - Dragana Lagundžin
- Eppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska
| | - Emalie J Clement
- Eppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska
| | - Fangfang Qiao
- Eppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska
| | - Zachary S Wagner
- Eppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska
| | - Kimiko L Krieger
- Eppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska
| | - Diane Costanzo-Garvey
- Department of Pathology and Microbiology, College of Medicine, University of Nebraska Medical Center, Omaha Nebraska
| | - Thomas C Caffrey
- Eppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska
| | - Jean L Grem
- Internal Medicine, Division of Hematology Oncology, University of Nebraska Medical Center, Omaha Nebraska
| | - Dominick J DiMaio
- Department of Pathology and Microbiology, College of Medicine, University of Nebraska Medical Center, Omaha Nebraska
| | - Paul M Grandgenett
- Eppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska
| | - Leah M Cook
- Department of Pathology and Microbiology, College of Medicine, University of Nebraska Medical Center, Omaha Nebraska
| | - Kurt W Fisher
- Department of Pathology and Microbiology, College of Medicine, University of Nebraska Medical Center, Omaha Nebraska
| | - Fang Yu
- Department of Biostatistics, College of Public Health, University of Nebraska Medical Center, Omaha Nebraska
| | - Michael A Hollingsworth
- Eppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska
| | - Nicholas T Woods
- Eppley Institute for Research in Cancer, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska.
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84
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Wright WC, Chenge J, Chen T. Structural Perspectives of the CYP3A Family and Their Small Molecule Modulators in Drug Metabolism. LIVER RESEARCH 2019; 3:132-142. [PMID: 32789028 PMCID: PMC7418881 DOI: 10.1016/j.livres.2019.08.001] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Cytochrome P450 enzymes function to catalyze a wide range of reactions, many of which are critically important for drug response. Members of the human cytochrome P450 3A (CYP3A) family are particularly important in drug clearance, and they collectively metabolize more than half of all currently prescribed medications. The ability of these enzymes to bind a large and structurally diverse set of compounds increases the chances of their modulating or facilitating drug metabolism in unfavorable ways. Emerging evidence suggests that individual enzymes in the CYP3A family play discrete and important roles in catalysis and disease progression. Here we review the similarities and differences among CYP3A enzymes with regard to substrate recognition, metabolism, modulation by small molecules, and biological consequence, highlighting some of those with clinical significance. We also present structural perspectives to further characterize the basis of these comparisons.
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Affiliation(s)
- William C. Wright
- Department of Chemical Biology and Therapeutics, St. Jude Children’s Research Hospital, Memphis, Tennessee 38105, USA
- Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, Tennessee 38163, USA
| | - Jude Chenge
- Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, Tennessee 38163, USA
| | - Taosheng Chen
- Department of Chemical Biology and Therapeutics, St. Jude Children’s Research Hospital, Memphis, Tennessee 38105, USA
- Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, Tennessee 38163, USA
- Corresponding author: Taosheng Chen, Department of Chemical Biology and Therapeutics, MS 1000, St. Jude Children’s Research Hospital, 262 Danny Thomas Place, Memphis, TN 38105, USA. Tel: (901) 595-5937; Fax: (901) 595-5715;
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85
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Chai SC, Wright WC, Chen T. Strategies for developing pregnane X receptor antagonists: Implications from metabolism to cancer. Med Res Rev 2019; 40:1061-1083. [PMID: 31782213 DOI: 10.1002/med.21648] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 10/24/2019] [Accepted: 11/19/2019] [Indexed: 12/11/2022]
Abstract
Pregnane X receptor (PXR) is a ligand-activated nuclear receptor (NR) that was originally identified as a master regulator of xenobiotic detoxification. It regulates the expression of drug-metabolizing enzymes and transporters to control the degradation and excretion of endobiotics and xenobiotics, including therapeutic agents. The metabolism and disposition of drugs might compromise their efficacy and possibly cause drug toxicity and/or drug resistance. Because many drugs can promiscuously bind and activate PXR, PXR antagonists might have therapeutic value in preventing and overcoming drug-induced PXR-mediated drug toxicity and drug resistance. Furthermore, PXR is now known to have broader cellular functions, including the regulation of cell proliferation, and glucose and lipid metabolism. Thus, PXR might be involved in human diseases such as cancer and metabolic diseases. The importance of PXR antagonists is discussed in the context of the role of PXR in xenobiotic sensing and other disease-related pathways. This review focuses on the development of PXR antagonists, which has been hampered by the promiscuity of PXR ligand binding. However, substantial progress has been made in recent years, suggesting that it is feasible to develop selective PXR antagonists. We discuss the current status, challenges, and strategies in developing selective PXR antagonists. The strategies are based on the molecular mechanisms of antagonism in related NRs that can be applied to the design of PXR antagonists, primarily driven by structural information.
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Affiliation(s)
- Sergio C Chai
- Department of Chemical Biology and Therapeutics, St Jude Children's Research Hospital, Memphis, Tennessee
| | - William C Wright
- Department of Chemical Biology and Therapeutics, St Jude Children's Research Hospital, Memphis, Tennessee.,Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Taosheng Chen
- Department of Chemical Biology and Therapeutics, St Jude Children's Research Hospital, Memphis, Tennessee.,Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, Tennessee
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86
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A dual functional probe for assessing human CYP450 3A5 and 3A enzymes bioactivities. Future Med Chem 2019; 11:2891-2903. [PMID: 31702381 DOI: 10.4155/fmc-2019-0173] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Aim: CYP3A5 plays a vital role in the drug metabolism, it displays varied expression levels among individuals and is easily influenced by genetic polymorphisms and some diseases. Methodology & results: A dual function probe isobutyryl-11-keto-β-boswellic acid (IKBA) was developed; it possessed a high selectivity toward CYP3A5 and CYP3A enzymes for its two individual metabolites, respectively. The probe has the high accuracy and wide applicability in measuring the real activity of CYP3A5. Finally, IKBA was successfully used for the evaluation of the activity of CYP3A5 and CYP3A enzymes in various bio samples. Conclusion: IKBA could serve as a useful tool for exploring the physiology and pathology functions of CYP3A5 and give some useful guidance for the rational use of clinical drugs.
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87
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Lauschke VM, Nordling Å, Zhou Y, Fontalva S, Barragan I, Ingelman-Sundberg M. CYP3A5 is unlikely to mediate anticancer drug resistance in hepatocellular carcinoma. Pharmacogenomics 2019; 20:1085-1092. [DOI: 10.2217/pgs-2019-0094] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Recently, it was published that CYP3A5 contributes to chemotherapeutic drug resistance in a wide range of solid tumors, including hepatocellular carcinoma. However, CYP3A5 is highly polymorphic and 90% of Caucasians are homozygous for the loss-of-function allele CYP3A5*3. Here, we evaluate the relationship between CYP3A5 genotype and expression level of both CYP3A5 transcripts and protein in biopsies from 19 pairs of liver tumors and corresponding peritumoral tissue. We find that CYP3A5 transcript levels are reduced compared with peritumoral controls. Moreover, we do not detect CYP3A5 protein in homozygous CYP3A5*3 carriers and no relative increase of CYP3A5 in tumoral tissue of CYP3A5*1 carriers. We conclude that anticancer drug resistance is unlikely to be caused by increased CYP3A5 expression.
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Affiliation(s)
- Volker M Lauschke
- Department of Physiology & Pharmacology, Karolinska Institutet, Biomedicum 5B, SE-171 77 Stockholm, Sweden
| | - Åsa Nordling
- Department of Physiology & Pharmacology, Karolinska Institutet, Biomedicum 5B, SE-171 77 Stockholm, Sweden
| | - Yitian Zhou
- Department of Physiology & Pharmacology, Karolinska Institutet, Biomedicum 5B, SE-171 77 Stockholm, Sweden
| | - Sara Fontalva
- Medical Oncology Service, Hospitales Universitarios Regional y Virgen de la Victoria, Institute of Biomedical Research in Malaga, University of Málaga, Málaga, Spain
| | - Isabel Barragan
- Department of Physiology & Pharmacology, Karolinska Institutet, Biomedicum 5B, SE-171 77 Stockholm, Sweden
- Medical Oncology Service, Hospitales Universitarios Regional y Virgen de la Victoria, Institute of Biomedical Research in Malaga, University of Málaga, Málaga, Spain
| | - Magnus Ingelman-Sundberg
- Department of Physiology & Pharmacology, Karolinska Institutet, Biomedicum 5B, SE-171 77 Stockholm, Sweden
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88
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Martens S, Lefesvre P, Nicolle R, Biankin AV, Puleo F, Van Laethem JL, Rooman I. Different shades of pancreatic ductal adenocarcinoma, different paths towards precision therapeutic applications. Ann Oncol 2019; 30:1428-1436. [PMID: 31161208 DOI: 10.1093/annonc/mdz181] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/09/2023] Open
Abstract
BACKGROUND Different histological and molecular subtypes of pancreatic ductal adenocarcinoma (PDAC), with different molecular composition and survival statistics, have recently been recognised. MATERIALS AND METHODS This review describes the currently available studies regarding molecular and histological subtypes in PDAC. Studies from major cohorts such as International Cancer Genome Consortium as well as smaller cohorts are reviewed. We discuss where the described subtypes overlap, where the discrepancies are and which paths forward could be taken regarding diagnosis, ontogeny and therapy. RESULTS Four molecular subtypes with strong overlap among the different studies can be found, next to a list of mixed findings. Two of the four subtypes (epithelial classical and mesenchymal basal-like) were represented in every study and were often discriminated in other solid tumours as well. These two subtypes differ substantially in prognosis. One biomarker has been discovered, only discriminating these two subtypes, and insights into subtype-specific therapeutic vulnerabilities are scarce. CONCLUSION Subtypes can be reproducibly detected in cohorts of PDAC patients and two of them directly relate with prognosis. A consensus on the subtypes is warranted. Further discovery and validation studies are needed to identify strong biomarkers, to comprehend subtype ontogeny and to define strategies for precision medicine.
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Affiliation(s)
- S Martens
- Laboratory of Medical and Molecular Oncology, Vrije Universiteit Brussel, Brussels
| | - P Lefesvre
- Department of Pathology, UZ Brussel, Brussels, Belgium
| | - R Nicolle
- Programme Cartes d'Identité des Tumeurs (CIT), Ligue Nationale Contre Le Cancer, Paris, France
| | - A V Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK
| | - F Puleo
- Medical Oncology Department, Institut Jules Bordet; Laboratory of Experimental Gastroenterology
| | - J L Van Laethem
- Laboratory of Experimental Gastroenterology; Department of Gastroenterology and Digestive Oncology, Hospital Erasme, Université Libre de Bruxelles, Brussels, Belgium.
| | - I Rooman
- Laboratory of Medical and Molecular Oncology, Vrije Universiteit Brussel, Brussels.
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89
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Yamaguchi T, Ikehara S, Akimoto Y, Nakanishi H, Kume M, Yamamoto K, Ohara O, Ikehara Y. TGF-β signaling promotes tube-structure-forming growth in pancreatic duct adenocarcinoma. Sci Rep 2019; 9:11247. [PMID: 31375695 PMCID: PMC6677751 DOI: 10.1038/s41598-019-47101-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Accepted: 07/09/2019] [Indexed: 12/13/2022] Open
Abstract
Tube-forming growth is an essential histological feature of pancreatic duct adenocarcinoma (PDAC) and of the pancreatic duct epithelium; nevertheless, the nature of the signals that start to form the tubular structures remains unknown. Here, we showed the clonal growth of PDAC cell lines in a three-dimensional (3D) culture experiment that modeled the clonal growth of PDAC. At the beginning of this study, we isolated the sphere- and tube-forming clones from established mouse pancreatic cancer cell lines via limiting dilution culture using collagen gel. Compared with cells in spherical structures, the cells in the formed tubes exhibited a lower CK19 expression in 3D culture and in the tumor that grew in the abdominal cavity of nude mice. Conversely, the expression of the transforming growth factor β (TGF-β)-signaling target mRNAs was higher in the formed tube vs the spherical structures, suggesting that TGF-β signaling is more active in the tube-forming process than the sphere-forming process. Treatment of sphere-forming clones with TGF-β1 induced tube-forming growth, upregulated the TGF-β-signaling target mRNAs, and yielded electron microscopic findings of a fading epithelial phenotype. In contrast, the elimination of TGF-β-signaling activation by treatment with inhibitors diminished the tube-forming growth and suppressed the expression of the TGF-β-signaling target mRNAs. Moreover, upregulation of the Fn1, Mmp2, and Snai1 mRNAs, which are hallmarks of tube-forming growth in PDAC, was demonstrated in a mouse model of carcinogenesis showing rapid progression because of the aggressive invasion of tube-forming cancer. Our study suggests that the tube-forming growth of PDAC relies on the activation of TGF-β signaling and highlights the importance of the formation of tube structures.
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Affiliation(s)
- Takashi Yamaguchi
- Department of Molecular and Tumor Pathology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan.,Biotechnology Research Institute for Drug Discovery, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, 305-8565, Japan
| | - Sanae Ikehara
- Department of Molecular and Tumor Pathology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan.,Biotechnology Research Institute for Drug Discovery, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, 305-8565, Japan
| | - Yoshihiro Akimoto
- Department of Anatomy, Kyorin University School of Medicine, Mitaka, 181-8611, Japan
| | - Hayao Nakanishi
- Laboratory of Pathology and Clinical Research, Aichi Cancer Center Aichi Hospital, Okazaki, 444-0011, Japan
| | - Masahiko Kume
- Department of Integrated Biosciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, 277-8562, Chiba, Japan
| | - Kazuo Yamamoto
- Department of Integrated Biosciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, 277-8562, Chiba, Japan
| | - Osamu Ohara
- Department of Applied Genomics, Kazusa DNA Research Institute, Kisarazu, 292-0818, Japan
| | - Yuzuru Ikehara
- Department of Molecular and Tumor Pathology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan. .,Biotechnology Research Institute for Drug Discovery, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, 305-8565, Japan.
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90
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Brunetti O, Luchini C, Argentiero A, Tommasi S, Mangia A, Aprile G, Marchetti P, Vasile E, Casadei Gardini A, Scartozzi M, Barni S, Delfanti S, De Vita F, Di Costanzo F, Milella M, Cella CA, Berardi R, Cataldo I, Santini D, Doglioni C, Maiello E, Lawlor RT, Mazzaferro V, Lonardi S, Giuliante F, Brandi G, Scarpa A, Cascinu S, Silvestris N. The Italian Rare Pancreatic Exocrine Cancer Initiative. TUMORI JOURNAL 2019; 105:353-358. [PMID: 30967031 DOI: 10.1177/0300891619839461] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
INTRODUCTION Exocrine pancreatic cancers include common type pancreatic ductal adenocarcinoma and cystic neoplasms, which account for 85% and 10% of cases, respectively. The remaining 5% are rare histotypes, comprising adenosquamous carcinoma, acinar cell carcinoma, signet ring cell carcinoma, medullary carcinoma, pancreatoblastoma, hepatoid carcinoma, undifferentiated carcinoma and its variant with osteoclast-like giant cells, solid pseudopapillary carcinoma, and carcinosarcoma. Due to their low incidence, little knowledge is available on their clinical and molecular features as well as on treatment choices. The national initiative presented here aims at the molecular characterization of series of rare histotypes for which therapeutic and follow-up data are available. METHODS A nationwide Italian Rare Pancreatic Cancer (IRaPaCa) task force whose first initiative is a multicentric retrospective study involving 21 Italian cancer centers to retrieve histologic material and clinical and treatment data of at least 100 patients with rare exocrine pancreatic cancers has been created. After histologic revision by a panel of expert pathologists, DNA and RNA from paraffin tissues will be investigated by next-generation sequencing using molecular pathway-oriented and immune-oriented mutational and expression profiling panels constructed availing of the information from the International Cancer Genome Consortium. Bioinformatic analysis of data will drive validation studies by immunohistochemistry and in situ hybridization, as well as nanostring assays. CONCLUSIONS We expect to gather novel data on rare pancreatic cancer types that will be useful to inform the design of therapeutic choices.
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Affiliation(s)
- Oronzo Brunetti
- 1 Medical Oncology Unit, IRCCS Cancer Institute "Giovanni Paolo II" of Bari, Bari, Italy
| | - Claudio Luchini
- 2 Department of Diagnostics and Public Health, Section of Pathology, University of Verona, Verona, Italy
| | - Antonella Argentiero
- 1 Medical Oncology Unit, IRCCS Cancer Institute "Giovanni Paolo II" of Bari, Bari, Italy
| | - Stefania Tommasi
- 3 Molecular Diagnostics and Pharmacogenetics Unit, IRCCS Istituto Tumori "Giovanni Paolo II", Bari, Italy
| | - Anita Mangia
- 4 Functional Biomorphology Laboratory, IRCCS-Istituto Tumori, Bari, Italy
| | - Giuseppe Aprile
- 5 Medical Oncology Unit, Hospital of Vicenza, Vicenza, Italy
| | - Paolo Marchetti
- 6 Medical Oncology Unit, Sant'Andrea Hospital, University of Rome La Sapienza, Rome, Italy
| | - Enrico Vasile
- 7 Medical Oncology Unit, University Hospital of Pisa, Pisa, Italy
| | - Andrea Casadei Gardini
- 8 Medical Oncology Unit, Scientific Institute of Romagna for the Study and Treatment of Cancer (IRST), Meldola, Italy
| | - Mario Scartozzi
- 9 Medical Oncology Unit, University of Cagliari, Cagliari, Italy
| | - Sandro Barni
- 10 Medical Oncology Unit, ASST Bergamo Ovest, Treviglio, Italy
| | - Sara Delfanti
- 11 Medical Oncology Unit, IRCCS Foundation Polyclinic San Matteo, Pavia, Italy
| | - Fernando De Vita
- 12 Medical Oncology Unit, II University of Naples, Naples, Italy
| | | | - Michele Milella
- 14 Medical Oncology Unit, "Regina Elena" National Cancer Institute, Rome, Italy
| | - Chiara Alessandra Cella
- 15 Gastrointestinal Medical Oncology and Neuroendocrine Tumors, European Institute of Oncology (IEO), Milan, Italy
| | - Rossana Berardi
- 16 Medical Oncology Unit, Polytechnic University of the Marche, "Ospedali Riuniti Ancona," Ancona, Italy
| | - Ivana Cataldo
- 17 Department of Pathology and Diagnostics, University of Verona Hospital Trust, Policlinico GB Rossi, Verona, Italy
| | - Daniele Santini
- 18 Medical Oncology Unit, University Campus Biomedico, Rome, Italy
| | - Claudio Doglioni
- 19 Department of Medical Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Evaristo Maiello
- 20 Medical Oncology Unit, IRCCS "Casa Sollievo della Sofferenza" Foundation, San Giovanni Rotondo, Italy
| | - Rita T Lawlor
- 21 Arc-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy
| | - Vincenzo Mazzaferro
- 22 Hepato-Biliary-Pancreatic Surgery, University of Milan, Istituto Nazionale Tumori, Fondazione IRCCS, Milan, Italy
| | - Sara Lonardi
- 23 Medical Oncology Unit, IRCCS Veneto Institute of Oncology (IOV), Padua, Italy
| | - Felice Giuliante
- 24 Hepatobiliary Surgery Unit, IRCCS A. Gemelli Polyclinic Foundation, Catholic University of the Sacred Heart, Rome, Italy
| | - Giovanni Brandi
- 25 Oncology Unit, Department of Experimental, Diagnostic and Specialty Medicine, Sant'Orsola-Malpighi Hospital, University of Bologna, Bologna, Italy
| | - Aldo Scarpa
- 2 Department of Diagnostics and Public Health, Section of Pathology, University of Verona, Verona, Italy
- 21 Arc-Net Centre for Applied Research on Cancer, University and Hospital Trust of Verona, Verona, Italy
| | - Stefano Cascinu
- 26 Medical Oncology Unit, Modena Cancer Center, University Hospital of Modena, Modena, Italy
| | - Nicola Silvestris
- 1 Medical Oncology Unit, IRCCS Cancer Institute "Giovanni Paolo II" of Bari, Bari, Italy
- 27 Scientific Direction, IRCCS Cancer Institute "Giovanni Paolo II" of Bari, Bari, Italy
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91
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Bian B, Juiz NA, Gayet O, Bigonnet M, Brandone N, Roques J, Cros J, Wang N, Dusetti N, Iovanna J. Pancreatic Cancer Organoids for Determining Sensitivity to Bromodomain and Extra-Terminal Inhibitors (BETi). Front Oncol 2019; 9:475. [PMID: 31231611 PMCID: PMC6560163 DOI: 10.3389/fonc.2019.00475] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Accepted: 05/17/2019] [Indexed: 12/11/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a heterogeneous disease, therefore stratification of patients is essential to predict their responses to therapies and to choose the best treatment. PDAC-derived organoids were produced from PDTX and Endoscopic Ultrasound-Guided Fine-Needle Aspiration (EUS-FNA) biopsies. A signature based on 16 genes targets of the c-MYC oncogene was applied to classify samples into two sub-groups with distinctive phenotypes named MYC-high and MYC-low. The analysis of 9 PDTXs and the corresponding derived organoids revealed that this signature which was previously designed from PDTX is transferable to the organoid model. Primary organoids from 24 PDAC patients were treated with NHWD-870 or JQ1, two inhibitors of c-MYC transcription. Notably, the comparison of their effect between the two sub-groups showed that both compounds are more efficient in MYC-high than in MYC-low samples, being NHWD-870 the more potent treatment. In conclusion, this study shows that the molecular signatures could be applied to organoids obtained directly from PDAC patients to predict the treatment response and could help to take the more appropriate therapeutic decision for each patient in a clinical timeframe.
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Affiliation(s)
- Benjamin Bian
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM U1068, CNRS UMR 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, France
| | - Natalia Anahi Juiz
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM U1068, CNRS UMR 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, France
| | - Odile Gayet
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM U1068, CNRS UMR 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, France
| | - Martin Bigonnet
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM U1068, CNRS UMR 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, France
| | - Nicolas Brandone
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM U1068, CNRS UMR 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, France
| | - Julie Roques
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM U1068, CNRS UMR 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, France
| | - Jérôme Cros
- Pathology Department, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, UMR 1149, Inflammation Research Center, INSERM - Paris Diderot University, Paris, France
| | - Nenghui Wang
- Ningbo Wenda Pharma Technology Ltd., Zhejiang, China
| | - Nelson Dusetti
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM U1068, CNRS UMR 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, France
| | - Juan Iovanna
- Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM U1068, CNRS UMR 7258, Aix-Marseille Université and Institut Paoli-Calmettes, Parc Scientifique et Technologique de Luminy, Marseille, France
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92
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Lu Y, Xu D, Peng J, Luo Z, Chen C, Chen Y, Chen H, Zheng M, Yin P, Wang Z. HNF1A inhibition induces the resistance of pancreatic cancer cells to gemcitabine by targeting ABCB1. EBioMedicine 2019; 44:403-418. [PMID: 31103629 PMCID: PMC6606897 DOI: 10.1016/j.ebiom.2019.05.013] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2018] [Revised: 05/04/2019] [Accepted: 05/06/2019] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is an aggressive disease with poor prognosis, and gemcitabine-based chemotherapy remains an effective option for the majority of PDAC patients. Hepatocyte nuclear factor 1α (HNF1A) is a tumor-suppressor in PDAC, but its role in gemcitabine chemoresistance of PDAC has not been clarified. METHODS The function of HNF1A in gemcitabine was detected by overexpression and knockdown of HNF1A in vitro and in vitro. The regulatory network between HNF1A and ABCB1 was further demonstrated by luciferase assays, deletion/mutation reporter construct assays and CHIP assays. FINDINGS Here, we found that HNF1A expression is significantly associated with gemcitabine sensitivity in PDAC cell lines. Moreover, we identified that HNF1A overexpression enhanced gemcitabine sensitivity of PDAC both in vitro and in vitro, while inhibition of HNF1A had the opposite effect. Furthermore, by inhibiting and overexpressing HNF1A, we revealed that HNF1A regulates the expression of MDR genes (ABCB1 and ABCC1) in PDAC cells. Mechanistically, we demonstrated that HNF1A regulates ABCB1 expression through binding to its specific promoter region and suppressing its transcription levels. Finally, the survival analyses revealed the clinical value of HNF1A in stratification of gemcitabine sensitive pancreatic cancer patients. INTERPRETATION Our study paved the road for finding novel treatment combinations using conventional cytotoxic agents with functional restoration of the HNF1A protein, individualized treatment through HNF1A staining and improvement of the prognosis of PDAC patients. FUND: National Natural Science Foundations of China and National Natural Science Foundation of Guangdong Province.
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Affiliation(s)
- Yanan Lu
- Department of Anesthesiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China.
| | - Dongni Xu
- Department of Anesthesiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Jintao Peng
- Reproductive Medicine Research Center, the Sixth Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong Province, China
| | - Zhaofan Luo
- Department of Clinical Laboratory, Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong Province, China
| | - Chujie Chen
- Department of Urology, Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong Province, China
| | - Yuqing Chen
- Department of Anesthesiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Huimou Chen
- Department of Respiratory Medical Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
| | - Minghui Zheng
- Department of Clinical Laboratory, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China.
| | - Peihong Yin
- Department of Nephrology, Zhongshan City People's Hospital, Zhongshan, Guangdong Province, China.
| | - Zhi Wang
- Department of Anesthesiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China.
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93
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CFTR Expression Analysis for Subtyping of Human Pancreatic Cancer Organoids. Stem Cells Int 2019; 2019:1024614. [PMID: 31191661 PMCID: PMC6525827 DOI: 10.1155/2019/1024614] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2018] [Revised: 02/26/2019] [Accepted: 03/06/2019] [Indexed: 01/05/2023] Open
Abstract
Background Organoid cultures of human pancreatic ductal adenocarcinoma (PDAC) have become a promising tool for tumor subtyping and individualized chemosensitivity testing. PDACs have recently been grouped into different molecular subtypes with clinical impact based on cytokeratin-81 (KRT81) and hepatocyte nuclear factor 1A (HNF1A). However, a suitable antibody for HNF1A is currently unavailable. The present study is aimed at establishing subtyping in PDAC organoids using an alternative marker. Methods A PDAC organoid biobank was generated from human primary tumor samples containing 22 lines. Immunofluorescence staining was established and done for 10 organoid lines for cystic fibrosis transmembrane conductance regulator (CFTR) and KRT81. Quantitative real-time PCR (qPCR) was performed for CFTR and HNF1A. A chemotherapeutic drug response analysis was done using gemcitabine, 5-FU, oxaliplatin, and irinotecan. Results A biobank of patient-derived PDAC organoids was established. The efficiency was 71% (22/31) with 68% for surgical resections and 83% for fine needle aspirations. Organoids could be categorized into the established quasimesenchymal, exocrine-like, and classical subtypes based on KRT81 and CFTR immunoreactivity. CFTR protein expression was confirmed on the transcript level. CFTR and HNF1A transcript expression levels positively correlated (n = 10; r = 0.927; p = 0.001). PDAC subtypes of the primary tumors and the corresponding organoid lines were identical for most of the cases analyzed (6/7). Treatment with chemotherapeutic drugs revealed tendencies but no significant differences regarding drug responses. Conclusions Human PDAC organoids can be classified into known subtypes based on KRT81 and CFTR immunoreactivity. CFTR and HNF1A mRNA levels correlated well. Furthermore, subtype-specific immunoreactivity matched well between PDAC organoids and the respective primary tumor tissue. Subtyping of human PDACs using CFTR might constitute an alternative to HNF1A and should be further investigated.
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94
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Abstract
Cancers that appear morphologically similar often have dramatically different clinical features, respond variably to therapy and have a range of outcomes. Compelling evidence now demonstrates that differences in the molecular pathology of otherwise indistinguishable cancers substantially impact the clinical characteristics of the disease. Molecular subtypes now guide preclinical and clinical therapeutic development and treatment in many cancer types. The ability to predict optimal therapeutic strategies ahead of treatment improves overall patient outcomes, minimizing treatment-related morbidity and cost. Although clinical decision making based on histopathological criteria underpinned by robust data is well established in many cancer types, subtypes of pancreatic cancer do not currently inform treatment decisions. However, accumulating molecular data are defining subgroups in pancreatic cancer with distinct biology and potential subtype-specific therapeutic vulnerabilities, providing the opportunity to define a de novo clinically applicable molecular taxonomy. This Review summarizes current knowledge concerning the molecular subtyping of pancreatic cancer and explores future strategies for using a molecular taxonomy to guide therapeutic development and ultimately routine therapy with the overall goal of improving outcomes for this disease.
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Affiliation(s)
| | - Peter Bailey
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, Scotland, UK
| | - David K Chang
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, Scotland, UK
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK
| | - Andrew V Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, Scotland, UK.
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, UK.
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, Australia.
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95
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Abstract
Chemotherapy is an important part of multimodality pancreatic cancer treatment. After curative resection, adjuvant chemotherapy can significantly improve disease free survival and overall survival. The current standard of care is six months adjuvant chemotherapy with modified folinic acid, 5-fluorouracil, irinotecan and oxaliplatin (mFOLFIRINOX) in patients fit enough for this protocol, otherwise six months of gemcitabine and capecitabine based on the European Study Group for Pancreatic Cancer (ESPAC)-4 study. In patients with metastatic disease, combination chemotherapy according to the FOLFIRINOX protocol or with gemcitabine plus nab-paclitaxel is an important improvement to gemcitabine monotherapy that was the standard for many years. Patients not fit for combination chemotherapy however may still benefit from gemcitabine. Patients with good performance status may benefit from second-line chemotherapy. Chemoradiation has long been used in locally advanced pancreatic cancer but is now tempered following the LAP07 study. This trial showed no difference in overall survival in those patients with stable disease after four months of gemcitabine (with or without erlotinib) randomized to either continuation of gemcitabine therapy or chemoradiation (54Gy with capecitabine). As an alternative to radiation, other forms local therapies including radiofrequency ablation, irreversible electroporation, high-intensity focused ultrasound, microwave ablation and local anti-KRAS therapy (using siG12D-LODER) are currently under investigation. Given the systemic nature of pancreas cancer from an early stage, the success of any local approach other than complete surgical resection (with adjuvant systemic therapy) is likely to be very limited. In patients with locally advanced, irresectable cancer, chemotherapy may offer the chance for secondary resection with a survival similar to patients with primary resectable disease. Downstaging regimens need to be evaluated in prospective randomized trials in order to make firm recommendations. Selection of patient groups for specific therapy including cytotoxics is becoming a reality using assays based on drug cellular transport and metabolism, and molecular signatures. Going forward, high throughput screening of different chemotherapy agents using molecular signatures based on patients' derived organoids holds considerable promise.
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96
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Weichert W, Sprick MR, Siveke JT. Still a hopeless case for personalized oncology? Pancreatic cancer revisited. Oncoscience 2019; 6:285-286. [PMID: 30800713 PMCID: PMC6382256 DOI: 10.18632/oncoscience.464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Accepted: 06/15/2018] [Indexed: 11/25/2022] Open
Affiliation(s)
- Wilko Weichert
- Member of the German Cancer Consortium (DKTK), Institute of Pathology, Technical University Munich, 81675 Munich, Germany
| | - Martin R Sprick
- Member of the German Cancer Consortium (DKTK), Institute of Pathology, Technical University Munich, 81675 Munich, Germany
| | - Jens T Siveke
- Member of the German Cancer Consortium (DKTK), Institute of Pathology, Technical University Munich, 81675 Munich, Germany
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97
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Buck E, Sprick M, Gaida MM, Grüllich C, Weber TF, Herpel E, Bruckner T, Koschny R. Tumor response to irinotecan is associated with CYP3A5 expression in colorectal cancer. Oncol Lett 2019; 17:3890-3898. [PMID: 30881507 PMCID: PMC6403523 DOI: 10.3892/ol.2019.10043] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Accepted: 01/31/2019] [Indexed: 12/14/2022] Open
Abstract
Recently, a tumor-autonomous cytochrome P450 (CYP)-3A5-mediated resistance to cancer therapy has been demonstrated in pancreatic ductal adenocarcinoma. Expression of CYP3A5, which is involved in the degradation of irinotecan, has also been reported in colorectal cancer (CRC). The aim of the present study was to analyze CYP3A5 expression in the normal colon, colon adenoma, CRC and normal tissues, as well as to examine whether CYP3A5 expression in CRC has an impact on tumor response to irinotecan treatment. Immunohistochemistry was used to assess 85 tissue samples from 65 patients with CRC, along with 15 samples of normal colon and 45 samples of colon adenoma (including tubular, tubulovillous, and sessile serrated adenomas), and a tissue microarray (TMA) comprised of 26 different normal tissue types. Expression of CYP3A5 was evaluated with a semi-quantitative score. Tumor response to irinotecan therapy was assessed according to the Response Evaluation Criteria in Solid Tumors (RECIST) 1.1 guidelines. In normal tissues, CYP3A5 was expressed in epithelial cells of the colon, gallbladder, kidney, liver, small intestine, stomach, thyroid gland and tonsil, as well as in nerves. Expression in colon mucosa was heterogeneous, with only weak staining in the minority of specimens. CYP3A5 exhibited markedly higher expression in adenomas compared with normal colon tissues. A statistically significant inverse correlation was identified between CYP3A5 expression in CRC tissues and tumor response to irinotecan therapy. Irinotecan treatment itself did not alter CYP3A5 expression in CRC tissues. As CYP3A5 is involved in the degradation of irinotecan, the significantly higher intratumoral expression of CYP3A5 in patients with CRC who do not respond to irinotecan-based chemotherapy may indicate a causal role of CYP3A5 in tumor resistance.
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Affiliation(s)
- Emanuel Buck
- Department of Gastroenterology, University Hospital Heidelberg, D-69120 Heidelberg, Germany
| | - Martin Sprick
- HI-STEM gGmbH/German Cancer Research Center Heidelberg (MRS), D-69120 Heidelberg, Germany
| | - Matthias M Gaida
- Department of Pathology, National Center for Tumor Diseases, University Hospital Heidelberg, D-69120 Heidelberg, Germany
| | - Carsten Grüllich
- Department of Medical Oncology, National Center for Tumor Diseases, University Hospital Heidelberg, D-69120 Heidelberg, Germany
| | - Tim Frederik Weber
- Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, D-69120 Heidelberg, Germany
| | - Esther Herpel
- Department of Pathology, National Center for Tumor Diseases, University Hospital Heidelberg, D-69120 Heidelberg, Germany
| | - Thomas Bruckner
- Institute for Medical Biometry and Informatics, University of Heidelberg, D-69120 Heidelberg, Germany
| | - Ronald Koschny
- Department of Gastroenterology, University Hospital Heidelberg, D-69120 Heidelberg, Germany
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98
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Görgülü K, Diakopoulos KN, Ai J, Schoeps B, Kabacaoglu D, Karpathaki AF, Ciecielski KJ, Kaya-Aksoy E, Ruess DA, Berninger A, Kowalska M, Stevanovic M, Wörmann SM, Wartmann T, Zhao Y, Halangk W, Voronina S, Tepikin A, Schlitter AM, Steiger K, Artati A, Adamski J, Aichler M, Walch A, Jastroch M, Hartleben G, Mantzoros CS, Weichert W, Schmid RM, Herzig S, Krüger A, Sainz B, Lesina M, Algül H. Levels of the Autophagy-Related 5 Protein Affect Progression and Metastasis of Pancreatic Tumors in Mice. Gastroenterology 2019; 156:203-217.e20. [PMID: 30296435 DOI: 10.1053/j.gastro.2018.09.053] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2017] [Revised: 09/27/2018] [Accepted: 09/28/2018] [Indexed: 12/13/2022]
Abstract
BACKGROUND AND AIMS Cells in pancreatic ductal adenocarcinoma (PDAC) undergo autophagy, but its effects vary with tumor stage and genetic factors. We investigated the consequences of varying levels of the autophagy related 5 (Atg5) protein on pancreatic tumor formation and progression. METHODS We generated mice that express oncogenic Kras in primary pancreatic cancer cells and have homozygous disruption of Atg5 (A5;Kras) or heterozygous disruption of Atg5 (A5+/-;Kras), and compared them with mice with only oncogenic Kras (controls). Pancreata were analyzed by histology and immunohistochemistry. Primary tumor cells were isolated and used to perform transcriptome, metabolome, intracellular calcium, extracellular cathepsin activity, and cell migration and invasion analyses. The cells were injected into wild-type littermates, and orthotopic tumor growth and metastasis were monitored. Atg5 was knocked down in pancreatic cancer cell lines using small hairpin RNAs; cell migration and invasion were measured, and cells were injected into wild-type littermates. PDAC samples were obtained from independent cohorts of patients and protein levels were measured on immunoblot and immunohistochemistry; we tested the correlation of protein levels with metastasis and patient survival times. RESULTS A5+/-;Kras mice, with reduced Atg5 levels, developed more tumors and metastases, than control mice, whereas A5;Kras mice did not develop any tumors. Cultured A5+/-;Kras primary tumor cells were resistant to induction and inhibition of autophagy, had altered mitochondrial morphology, compromised mitochondrial function, changes in intracellular Ca2+ oscillations, and increased activity of extracellular cathepsin L and D. The tumors that formed in A5+/-;Kras mice contained greater numbers of type 2 macrophages than control mice, and primary A5+/-;Kras tumor cells had up-regulated expression of cytokines that regulate macrophage chemoattraction and differentiation into M2 macrophage. Knockdown of Atg5 in pancreatic cancer cell lines increased their migratory and invasive capabilities, and formation of metastases following injection into mice. In human PDAC samples, lower levels of ATG5 associated with tumor metastasis and shorter survival time. CONCLUSIONS In mice that express oncogenic Kras in pancreatic cells, heterozygous disruption of Atg5 and reduced protein levels promotes tumor development, whereas homozygous disruption of Atg5 blocks tumorigenesis. Therapeutic strategies to alter autophagy in PDAC should consider the effects of ATG5 levels to avoid the expansion of resistant and highly aggressive cells.
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Affiliation(s)
- Kivanc Görgülü
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Kalliope N Diakopoulos
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Jiaoyu Ai
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Benjamin Schoeps
- Institute of Molecular Immunology and Experimental Oncology, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Derya Kabacaoglu
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Angeliki-Faidra Karpathaki
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Katrin J Ciecielski
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Ezgi Kaya-Aksoy
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Dietrich A Ruess
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Alexandra Berninger
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Marlena Kowalska
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Marija Stevanovic
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Sonja M Wörmann
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Thomas Wartmann
- Klinik für Chirurgie Bereich Experimentelle Operative Medizin, Universitätsklinikum Magdeburg, Magdeburg, Germany
| | - Yue Zhao
- Klinik für Chirurgie Bereich Experimentelle Operative Medizin, Universitätsklinikum Magdeburg, Magdeburg, Germany
| | - Walter Halangk
- Klinik für Chirurgie Bereich Experimentelle Operative Medizin, Universitätsklinikum Magdeburg, Magdeburg, Germany
| | - Svetlana Voronina
- Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - Alexey Tepikin
- Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - Anna Melissa Schlitter
- Institute of Pathology, Technische Universität München, Munich, Germany and German Cancer Consortium, Munich, Germany
| | - Katja Steiger
- Institute of Pathology, Technische Universität München, Munich, Germany and German Cancer Consortium, Munich, Germany; Comparative Experimental Pathology, Institute of Pathology, Technische Universität München, Munich, Germany
| | - Anna Artati
- Institute of Experimental Genetics, Genome Analysis Centre, Helmholtz Zentrum München, Neuherberg, Germany
| | - Jerzy Adamski
- Institute of Experimental Genetics, Genome Analysis Centre, Helmholtz Zentrum München, Neuherberg, Germany; Institute for Diabetes and Cancer, German Center for Diabetes Research, Neuherberg, Germany; Lehrstuhl für Experimentelle Genetik, Technische Universität München, Freising-Weihenstephan, Germany
| | - Michaela Aichler
- Research Unit Analytical Pathology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Axel Walch
- Research Unit Analytical Pathology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Martin Jastroch
- Helmholtz Diabetes Center and German Diabetes Center, Helmholtz Zentrum München, Neuherberg, Germany
| | - Götz Hartleben
- Institute for Diabetes and Cancer, German Center for Diabetes Research, Neuherberg, Germany
| | - Christos S Mantzoros
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Centre, Harvard Medical School, Boston, Massachusetts
| | - Wilko Weichert
- Institute of Pathology, Technische Universität München, Munich, Germany and German Cancer Consortium, Munich, Germany
| | - Roland M Schmid
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Stephan Herzig
- Institute for Diabetes and Cancer, German Center for Diabetes Research, Neuherberg, Germany
| | - Achim Krüger
- Institute of Molecular Immunology and Experimental Oncology, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Bruno Sainz
- Department of Biochemistry, School of Medicine, Autónoma University of Madrid, Madrid, Spain
| | - Marina Lesina
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany.
| | - Hana Algül
- Klinik und Poliklinik für Innere Medizin II, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany.
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99
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Oladimeji PO, Wright WC, Wu J, Chen T. RNA interference screen identifies NAA10 as a regulator of PXR transcription. Biochem Pharmacol 2018; 160:92-109. [PMID: 30566892 DOI: 10.1016/j.bcp.2018.12.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Accepted: 12/14/2018] [Indexed: 01/22/2023]
Abstract
The pregnane X receptor (PXR) is a principal xenobiotic receptor crucial in the detection, detoxification, and clearance of toxic substances from the body. PXR plays a vital role in the metabolism and disposition of drugs, and elevated PXR levels contribute to cancer drug resistance. Therefore, to modulate PXR activity and mitigate drug resistance, it is imperative to fully understand its regulation. To this end, we screened a transcription factor siRNA library in pancreatic cancer cells that express high levels of PXR. Through a comprehensive deconvolution process, we identified N-alpha-acetyltransferase 10 (NAA10) as a factor in the transcriptional machinery regulating PXR transcription. Because no one single factor has 100% operational control of PXR transcriptional regulation, our results together with other previous findings suggest that the transcriptional regulation of PXR is complex and that multiple factors contribute to the process including NAA10.
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Affiliation(s)
- Peter O Oladimeji
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105, United States
| | - William C Wright
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105, United States; Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN 38163, United States
| | - Jing Wu
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105, United States
| | - Taosheng Chen
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105, United States; Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN 38163, United States.
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100
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Camolotto SA, Belova VK, Snyder EL. The role of lineage specifiers in pancreatic ductal adenocarcinoma. J Gastrointest Oncol 2018; 9:1005-1013. [PMID: 30603119 DOI: 10.21037/jgo.2018.05.04] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Over the last decade, multiple genomics studies have led to the identification of discrete molecular subtypes of pancreatic ductal adenocarcinoma. A general theme has emerged that most pancreatic ductal adenocarcinoma (PDAC) can be grouped into two major subtypes based on cancer cell autonomous properties: classical/pancreatic progenitor and basal-like/squamous. The classical/progenitor subtype expresses higher levels of lineage specifiers that regulate endodermal differentiation than the basal-like/squamous subtype. The basal-like/squamous subtype confers a worse prognosis, raising the possibility that loss of these lineage specifiers might enhance the malignant potential of PDAC. Here, we discuss several of these differentially expressed lineage specifiers and examine the evidence that they might play a functional role in PDAC biology.
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Affiliation(s)
| | - Veronika K Belova
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Eric L Snyder
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.,Department of Pathology, University of Utah, Salt Lake City, UT, USA
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