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Chang CH, Liu F, Militi S, Hester S, Nibhani R, Deng S, Dunford J, Rendek A, Soonawalla Z, Fischer R, Oppermann U, Pauklin S. The pRb/RBL2-E2F1/4-GCN5 axis regulates cancer stem cell formation and G0 phase entry/exit by paracrine mechanisms. Nat Commun 2024; 15:3580. [PMID: 38678032 PMCID: PMC11055877 DOI: 10.1038/s41467-024-47680-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Accepted: 04/09/2024] [Indexed: 04/29/2024] Open
Abstract
The lethality, chemoresistance and metastatic characteristics of cancers are associated with phenotypically plastic cancer stem cells (CSCs). How the non-cell autonomous signalling pathways and cell-autonomous transcriptional machinery orchestrate the stem cell-like characteristics of CSCs is still poorly understood. Here we use a quantitative proteomic approach for identifying secreted proteins of CSCs in pancreatic cancer. We uncover that the cell-autonomous E2F1/4-pRb/RBL2 axis balances non-cell-autonomous signalling in healthy ductal cells but becomes deregulated upon KRAS mutation. E2F1 and E2F4 induce whereas pRb/RBL2 reduce WNT ligand expression (e.g. WNT7A, WNT7B, WNT10A, WNT4) thereby regulating self-renewal, chemoresistance and invasiveness of CSCs in both PDAC and breast cancer, and fibroblast proliferation. Screening for epigenetic enzymes identifies GCN5 as a regulator of CSCs that deposits H3K9ac onto WNT promoters and enhancers. Collectively, paracrine signalling pathways are controlled by the E2F-GCN5-RB axis in diverse cancers and this could be a therapeutic target for eliminating CSCs.
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Affiliation(s)
- Chao-Hui Chang
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - Feng Liu
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - Stefania Militi
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - Svenja Hester
- Target Discovery Institute, Nuffield Department of Medicine, Old Road, University of Oxford, Oxford, OX3 7FZ, UK
| | - Reshma Nibhani
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - Siwei Deng
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - James Dunford
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - Aniko Rendek
- Department of Histopathology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Zahir Soonawalla
- Department of Hepatobiliary and Pancreatic Surgery, Oxford University Hospitals NHS, Oxford, UK
| | - Roman Fischer
- Target Discovery Institute, Nuffield Department of Medicine, Old Road, University of Oxford, Oxford, OX3 7FZ, UK
| | - Udo Oppermann
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK
| | - Siim Pauklin
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Botnar Research Centre, University of Oxford, Old Road, Oxford, OX3 7LD, UK.
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2
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Yeyeodu S, Hanafi D, Webb K, Laurie NA, Kimbro KS. Population-enriched innate immune variants may identify candidate gene targets at the intersection of cancer and cardio-metabolic disease. Front Endocrinol (Lausanne) 2024; 14:1286979. [PMID: 38577257 PMCID: PMC10991756 DOI: 10.3389/fendo.2023.1286979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 12/07/2023] [Indexed: 04/06/2024] Open
Abstract
Both cancer and cardio-metabolic disease disparities exist among specific populations in the US. For example, African Americans experience the highest rates of breast and prostate cancer mortality and the highest incidence of obesity. Native and Hispanic Americans experience the highest rates of liver cancer mortality. At the same time, Pacific Islanders have the highest death rate attributed to type 2 diabetes (T2D), and Asian Americans experience the highest incidence of non-alcoholic fatty liver disease (NAFLD) and cancers induced by infectious agents. Notably, the pathologic progression of both cancer and cardio-metabolic diseases involves innate immunity and mechanisms of inflammation. Innate immunity in individuals is established through genetic inheritance and external stimuli to respond to environmental threats and stresses such as pathogen exposure. Further, individual genomes contain characteristic genetic markers associated with one or more geographic ancestries (ethnic groups), including protective innate immune genetic programming optimized for survival in their corresponding ancestral environment(s). This perspective explores evidence related to our working hypothesis that genetic variations in innate immune genes, particularly those that are commonly found but unevenly distributed between populations, are associated with disparities between populations in both cancer and cardio-metabolic diseases. Identifying conventional and unconventional innate immune genes that fit this profile may provide critical insights into the underlying mechanisms that connect these two families of complex diseases and offer novel targets for precision-based treatment of cancer and/or cardio-metabolic disease.
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Affiliation(s)
- Susan Yeyeodu
- Julius L Chambers Biomedical/Biotechnology Institute (JLC-BBRI), North Carolina Central University, Durham, NC, United States
- Charles River Discovery Services, Morrisville, NC, United States
| | - Donia Hanafi
- Julius L Chambers Biomedical/Biotechnology Institute (JLC-BBRI), North Carolina Central University, Durham, NC, United States
| | - Kenisha Webb
- Department of Microbiology, Biochemistry, and Immunology, Morehouse School of Medicine, Atlanta, GA, United States
| | - Nikia A. Laurie
- Julius L Chambers Biomedical/Biotechnology Institute (JLC-BBRI), North Carolina Central University, Durham, NC, United States
| | - K. Sean Kimbro
- Department of Microbiology, Biochemistry, and Immunology, Morehouse School of Medicine, Atlanta, GA, United States
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3
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Wang L, Saeedi BJ, Mahdi Z, Krasinskas A, Robinson B. Analysis of KRAS Mutations in Gastrointestinal Tract Adenocarcinomas Reveals Site-Specific Mutational Signatures. Mod Pathol 2023; 36:100014. [PMID: 36853786 DOI: 10.1016/j.modpat.2022.100014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 09/13/2022] [Accepted: 09/16/2022] [Indexed: 01/11/2023]
Abstract
Adenocarcinomas of the luminal gastrointestinal tract and pancreatobiliary system often show histologic and immunohistochemical overlap, making delineation of the primary site in a metastatic setting difficult. Previous studies have shown that site-specific missense mutations in the oncogene KRAS could be used in conjunction with immunohistochemistry to differentiate metastatic pancreatic adenocarcinoma from primary lung adenocarcinoma. In this study, we assessed the patterning of KRAS mutations across sites in the gastrointestinal and pancreatobiliary system. By integrating sequencing data from 44 separate studies, we assessed 2523 KRAS mutations in 7382 distinct cases of adenocarcinoma, including those from the esophagus, stomach, ampulla, biliary system, pancreas, and colon. We found that gastrointestinal adenocarcinomas demonstrate a marked regional variation in the frequency of KRAS mutations, with the most frequent KRAS mutation observed in pancreatic adenocarcinoma (up to 94.9%), whereas the frequency is much lower in adenocarcinomas from the esophagus and stomach (5.4% and 8.7%, respectively). Intriguingly, the pattern of missense mutations showed site specificity as well, with c.35G>T (p.G12V) and c.34G>C (p.G12R) mutations enriched in pancreatic primaries and codon 13 and non-codon 12/13 alterations enriched in gastric primaries (specificity of 98.9% and 93.2%, respectively, with a negative predictive value of 93.6% and 92.93% against pancreatic adenocarcinoma). Furthermore, we found that esophageal and gastric adenocarcinomas show an enrichment in transitional mutations, whereas other sites showed an equal distribution. Importantly, the examination of a validation cohort from our own institution revealed similar trends. These findings indicate that, in addition to providing therapeutic and diagnostic information, KRAS mutational analysis may also prove useful in delineating the site of origin in gastrointestinal adenocarcinomas that share morphologic and immunohistochemical overlap. Moreover, transitional mutations are more frequent in esophageal and gastric adenocarcinomas, reiterating the role of chronic inflammation in the pathogenesis of foregut adenocarcinomas.
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Affiliation(s)
- Linyuan Wang
- Department of Pathology and Laboratory Medicine University, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Bejan J Saeedi
- Department of Medicine, University School of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Zaid Mahdi
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia
| | - Alyssa Krasinskas
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia
| | - Brian Robinson
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia.
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4
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Huang CC, Liu CY, Huang CJ, Hsu YC, Lien HH, Wong JU, Tai FC, Ku WH, Hung CF, Lin JT, Huang CS, Chiang HS. Deciphering Genetic Alterations of Taiwanese Patients with Pancreatic Adenocarcinoma through Targeted Sequencing. Int J Mol Sci 2022; 23:1579. [PMID: 35163506 PMCID: PMC8835797 DOI: 10.3390/ijms23031579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2022] [Revised: 01/26/2022] [Accepted: 01/26/2022] [Indexed: 02/01/2023] Open
Abstract
Pancreatic adenocarcinoma (PAC) is the 8th leading cause of cancer-related deaths in Taiwan, and its incidence is increasing. The development of PAC involves successive accumulation of multiple genetic alterations. Understanding the molecular pathogenesis and heterogeneity of PAC may facilitate personalized treatment for PAC and identify therapeutic agents. We performed tumor-only next-generation sequencing (NGS) with targeted panels to explore the molecular changes underlying PAC patients in Taiwan. The Ion Torrent Oncomine Comprehensive Panel (OCP) was used for PAC metastatic lesions, and more PAC samples were sequenced with the Ion AmpliSeq Cancer Hot Spot (CHP) v2 panel. Five formalin-fixed paraffin-embedded (FFPE) metastatic PAC specimens were successfully assayed with OCP, and KRAS was the most prevalent alteration, which might contraindicate the use of anti-EGFR therapy. One PAC patient harbored a FGFR2 p. C382R mutation, which might benefit from FGFR tyrosine kinase inhibitors. An additional 38 samples assayed with CHP v2 showed 100 hotspot variants, collapsing to 54 COSMID IDs. The most frequently mutated genes were TP53, KRAS, and PDGFRA (29, 23, 10 hotspot variants), impacting 11, 23, and 10 PAC patients. Highly pathogenic variants, including COSM22413 (PDGFRA, FATHMM predicted score: 0.88), COSM520, COSM521, and COSM518 (KRAS, FATHMM predicted score: 0.98), were reported. By using NGS with targeted panels, somatic mutations with therapeutic potential were identified. The combination of clinical and genetic information is useful for decision making and precise selection of targeted medicine.
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Affiliation(s)
- Chi-Cheng Huang
- Division of General Surgery, Department of Surgery, Taipei Veterans General Hospital, Taipei 11217, Taiwan;
- Comprehensive Breast Health Center, Taipei Veterans General Hospital, Taipei 11217, Taiwan
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei 100, Taiwan
| | - Chih-Yi Liu
- Department of Pathology, Cathay General Hospital SiJhih, New Taipei 221, Taiwan;
| | - Chi-Jung Huang
- Department of Medical Research, Cathay General Hospital, Taipei 106, Taiwan;
- Department of Biochemistry, National Defense Medical Center, Taipei 114, Taiwan
| | - Yao-Chun Hsu
- Division of Gastroenterology, Department of Internal Medicine, E-da Hospital, Kaohsiung 82445, Taiwan;
| | - Heng-Hui Lien
- Division of General Surgery, Department of Surgery, Cathay General Hospital, Taipei 106, Taiwan; (H.-H.L.); (F.-C.T.)
- School of Medicine, College of Medicine, Fu-Jen Catholic University, New Taipei 242, Taiwan;
| | - Jia-Uei Wong
- Division of General Surgery, Department of Surgery, Fu-Jen Catholic University Hospital, New Taipei 243, Taiwan;
| | - Feng-Chuan Tai
- Division of General Surgery, Department of Surgery, Cathay General Hospital, Taipei 106, Taiwan; (H.-H.L.); (F.-C.T.)
| | - Wen-Hui Ku
- Department of Clinical Pathology and Molecular Medicine, Taipei Institute of Pathology, Taipei 10374, Taiwan;
| | - Chi-Feng Hung
- School of Medicine, College of Medicine, Fu-Jen Catholic University, New Taipei 242, Taiwan;
| | - Jaw-Town Lin
- Digestive Medicine Center, China Medical University Hospital, Taichung 404, Taiwan;
| | - Ching-Shui Huang
- Division of General Surgery, Department of Surgery, Cathay General Hospital, Taipei 106, Taiwan; (H.-H.L.); (F.-C.T.)
- School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Han-Sun Chiang
- School of Medicine, College of Medicine, Fu-Jen Catholic University, New Taipei 242, Taiwan;
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5
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Kim J, Ekstrom T, Yang W, Donahue G, Grygoryev D, Ngo TT, Muschler JL, Morgan T, Zaret KS. Longitudinal Analysis of Human Pancreatic Adenocarcinoma Development Reveals Transient Gene Expression Signatures. Mol Cancer Res 2021; 19:1854-1867. [PMID: 34330844 PMCID: PMC9398181 DOI: 10.1158/1541-7786.mcr-21-0483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 07/17/2021] [Accepted: 07/26/2021] [Indexed: 01/07/2023]
Abstract
Previous transcriptome studies of human pancreatic ductal adenocarcinoma (PDAC) compare non-cancerous pancreatic intraepithelial neoplasias (PanIN) with late-stage PDAC obtained from different patients, thus have limited ability to discern network dynamics that contribute to the disease progression. We demonstrated previously that the 10-22 cell line, an induced pluripotent stem cell-like line reprogrammed from late-stage human PDAC cells, recapitulated the progression from PanINs to PDAC upon transplantation into NOD/LtSz-scid/IL2R-gammanull mice. Herein, we investigated the transition from precursor to PDAC using the isogenic model. We analyzed transcriptomes of genetically tagged 10-22 cells progressing from PanINs to PDAC in mice and validated the results using The Cancer Genome Atlas PDAC dataset, human clinical PanIN and PDAC tissues, and a well-established murine PDAC model. We functionally studied candidate proteins using human normal (H6C7) and cancerous (Miapaca2, Aspc1) pancreatic ductal epithelial cell lines. 10-22 cell-derived PDAC displayed the molecular signature of clinical human PDAC. Expression changes of many genes were transient during PDAC progression. Pathways for extracellular vesicle transport and neuronal cell differentiation were derepressed in the progression of PanINs to PDAC. HMG-box transcription factor 1 (HBP1) and BTB domain and CNC homolog 1 (BACH1) were implicated in regulating dynamically expressed genes during PDAC progression, and their expressions inversely correlated with PDAC patients' prognosis. Ectopic expression of HBP1 increased proliferation and migration of normal and cancerous pancreatic cells, indicating that HBP1 may confer the cell dissemination capacity in early PDAC progression. This unique longitudinal analysis provides insights into networks underlying human PDAC progression and pathogenesis. IMPLICATIONS: Manipulation of HBP1, BACH1, and RUN3 networks during PDAC progression can be harnessed to develop new targets for treating PDAC.
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Affiliation(s)
- Jungsun Kim
- Department of Molecular and Medical Genetics, Oregon Health & Science University School of Medicine, Portland, Oregon.,Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University School of Medicine, Portland, Oregon.,Knight Cancer Institute (Cancer Biology Research Program), Oregon Health & Science University School of Medicine, Portland, Oregon.,Corresponding Author: Jungsun Kim, Department of Molecular & Medical Genetics, Cancer Early Detection Advanced Research Center, Knight Cancer Institute. Oregon Health & Science University, Portland, OR 97239. Phone: 503-346-1967; E-mail:
| | - Taelor Ekstrom
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University School of Medicine, Portland, Oregon
| | - Wenli Yang
- Department of Medicine, Institute for Regenerative Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Greg Donahue
- Institute for Regenerative Medicine, Department of Cell and Developmental Biology, Abramson Cancer Center (Tumor Biology Program), University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Dmytro Grygoryev
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University School of Medicine, Portland, Oregon
| | - Thuy T.M. Ngo
- Department of Molecular and Medical Genetics, Oregon Health & Science University School of Medicine, Portland, Oregon.,Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University School of Medicine, Portland, Oregon.,Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon
| | - John L. Muschler
- Knight Cancer Institute (Cancer Biology Research Program), Oregon Health & Science University School of Medicine, Portland, Oregon.,Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon
| | - Terry Morgan
- Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health & Science University School of Medicine, Portland, Oregon.,Department of Pathology, Oregon Health & Science University, Portland, Oregon
| | - Kenneth S. Zaret
- Institute for Regenerative Medicine, Department of Cell and Developmental Biology, Abramson Cancer Center (Tumor Biology Program), University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
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6
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Panitz DY, Berkovich-Ohana A, Mendelsohn A. Age-related functional connectivity along the hippocampal longitudinal axis. Hippocampus 2021; 31:1115-1127. [PMID: 34319631 DOI: 10.1002/hipo.23377] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 07/05/2021] [Accepted: 07/14/2021] [Indexed: 01/13/2023]
Abstract
Accumulated evidence points toward a long-axis functional division of the hippocampus, with its anterior part primarily associated with emotional processes and the posterior with navigation and cognition. It is yet unclear, however, how functional connectivity between areas along the hippocampal longitudinal axis and other brain regions differ, and how they are affected by age. Applying an anatomically driven general linear model-based functional connectivity analysis on a large database of resting-state fMRI data, we demonstrate that independent of age, the posterior hippocampus is functionally connected primarily with sensory and motor areas, the middle hippocampus with the default mode network, and the anterior with limbic and prefrontal regions. Along with an age-related disintegration of intra-hippocampal BOLD signal uniformity, the middle and posterior sub-regions exhibit mostly decreases in their functional connectivity with cortical regions, whereas the anterior hippocampus and ventral striatum appear to become more synchronized with age. These findings indicate that long-axis hippocampal areas are tuned to particular functional networks, which do not age in a unified manner.
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Affiliation(s)
- Daniel Yochai Panitz
- Sagol Department of Neurobiology, University of Haifa, Haifa, Israel.,The Institute of Information Processing and Decision Making (IIPDM), University of Haifa, Haifa, Israel
| | - Aviva Berkovich-Ohana
- Faculty of Education, Department of Learning, Instruction and Teacher Education, and Department of Counseling and Human Development, University of Haifa, Haifa, Israel.,Edmond Safra Brain Research Center, University of Haifa, Haifa, Israel.,The Integrated Brain and Behavior Research Center (IBBRC), University of Haifa, Haifa, Israel
| | - Avi Mendelsohn
- Sagol Department of Neurobiology, University of Haifa, Haifa, Israel.,The Institute of Information Processing and Decision Making (IIPDM), University of Haifa, Haifa, Israel
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7
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Gu Y, Ji Y, Jiang H, Qiu G. Clinical Effect of Driver Mutations of KRAS, CDKN2A/P16, TP53, and SMAD4 in Pancreatic Cancer: A Meta-Analysis. Genet Test Mol Biomarkers 2021; 24:777-788. [PMID: 33347393 DOI: 10.1089/gtmb.2020.0078] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Objective: To evaluate the prognostic value of driver mutations in the KRAS, CDKN2A/P16, TP53, and SMAD4 genes in pancreatic cancer to aid in the design of therapeutic strategies. Search Strategy: A systematic search was conducted using PubMed, MEDLINE, Springer, and Cochrane library to identify eligible studies published between January 1990 and June 2018 that reported an association between driver mutations in these genes and survival data. Inclusion Criteria: Articles which passed the primary screen were further scrutinized for the presence of all the following items: (1) cohort studies or case-control studies, evaluating the relationship between driver mutations and cancer; (2) cancer diagnoses clearly proved; and (3) hazard ratios (HR) and 95% confidence intervals (CIs) were characterized by sufficient information. Data Extraction and Analysis: Selection of included articles, data extraction, and methodological quality assessments were, respectively, conducted by two authors. Results: The meta-analysis was composed of 17 studies on the P53, 8 on SMAD4, 7 on CDKN2A/P16, and 2 on KRAS, containing 3373 samples. Our pooled results demonstrated that the patients with overexpression of the P53 (HR = 1.249, 95% CI = 1.003-1.554, p = 0.047), SMAD4 (HR = 1.397, 95% CI = 1.015-1.922, p = 0.040), CDKN2A/P16 (HR = 0.916, 95% CI = 0.583-1.439, p = 0.704), and KRAS (HR = 1.68, 95% CI = 1.27-2.22, p < 0.001) mutations all had poorer overall survival. Conclusion: This systematic review and meta-analysis supports the use of driver mutations in the P53, SMAD4, and KRAS genes as prognostic markers for pancreatic cancer.
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Affiliation(s)
- Yujun Gu
- Department of Ultrasound Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou City, China
| | - Yayun Ji
- Department of Interventional Ultrasound, Xianyang Central Hospital, Xianyang City, China
| | - Hui Jiang
- Medical Imaging Department, Zhaoqing Medical College, Zhaoqing City, China
| | - Ganbin Qiu
- Medical Imaging Department, Zhaoqing Medical College, Zhaoqing City, China
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8
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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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9
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Zengin ZB, Weipert C, Salgia NJ, Dizman N, Hsu J, Meza L, Chehrazi-Raffle A, Muddasani R, Salgia S, Malhotra J, Chawla N, Philip EJ, Kiedrowski L, Maughan BL, Rathi N, Goel D, Choueiri TK, Agarwal N, Pal SK. Complementary Role of Circulating Tumor DNA Assessment and Tissue Genomic Profiling in Metastatic Renal Cell Carcinoma. Clin Cancer Res 2021; 27:4807-4813. [PMID: 34130999 DOI: 10.1158/1078-0432.ccr-21-0572] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Revised: 04/30/2021] [Accepted: 06/11/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE The role of circulating cell-free tumor DNA (ctDNA) as an adjunct to tissue genomic profiling is poorly defined in metastatic renal cell carcinoma (mRCC). In this study, we aim to validate previous findings related to genomic alteration (GA) frequency in ctDNA and determine the concordance between ctDNA and tissue-based profiling in patients with mRCC. EXPERIMENTAL DESIGN Results of 839 patients with mRCC who had ctDNA assessment with a Clinical Laboratory Improvement Amendments (CLIA)-certified ctDNA assay between November 2016 and December 2019 were collected. Tissue-based genomic profiling was collected when available and concordance analysis between blood- and tissue-based testing was performed. RESULTS ctDNA was assessed in 839 patients (comprising 920 samples) with mRCC. GAs were detected in 661 samples (71.8%). Tissue-based GAs were assessed in 112 patients. Limiting our analyses to a common 73-/74-gene set and excluding samples with no ctDNA detected, a total of 228 mutations were found in tissue and blood. Mutations identified in tissue (34.7%; 42/121) were also identified via ctDNA, whereas 28.2% (42/149) of the mutations identified in liquid were also identified via tissue. Concordance between ctDNA and tissue-based profiling was inversely related to the time elapsed between these assays. CONCLUSIONS This study confirms the feasibility of ctDNA profiling in the largest mRCC cohort to date, with ctDNA identifying multiple actionable alterations. It also demonstrates that ctDNA and tissue-based genomic profiling are complementary, with both platforms identifying unique alterations, and confirms that the frequency of unique alterations increases with greater temporal separation between tests.
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Affiliation(s)
- Zeynep B Zengin
- Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, California
| | | | - Nicholas J Salgia
- Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Nazli Dizman
- Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Joann Hsu
- Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Luis Meza
- Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Alexander Chehrazi-Raffle
- Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Ramya Muddasani
- Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Sabrina Salgia
- Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Jasnoor Malhotra
- Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Neal Chawla
- Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Errol J Philip
- University of California San Francisco (UCSF) School of Medicine, San Francisco, California
| | | | - Benjamin L Maughan
- Department of Medical Oncology, Huntsman Cancer Center, University of Utah, Salt Lake City, Utah
| | - Nityam Rathi
- Department of Medical Oncology, Huntsman Cancer Center, University of Utah, Salt Lake City, Utah
| | - Divyam Goel
- Department of Medical Oncology, Huntsman Cancer Center, University of Utah, Salt Lake City, Utah
| | - Toni K Choueiri
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Neeraj Agarwal
- Department of Medical Oncology, Huntsman Cancer Center, University of Utah, Salt Lake City, Utah.
| | - Sumanta K Pal
- Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, California.
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10
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Kane LE, Mellotte GS, Conlon KC, Ryan BM, Maher SG. Multi-Omic Biomarkers as Potential Tools for the Characterisation of Pancreatic Cystic Lesions and Cancer: Innovative Patient Data Integration. Cancers (Basel) 2021; 13:769. [PMID: 33673153 PMCID: PMC7918773 DOI: 10.3390/cancers13040769] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 01/27/2021] [Accepted: 02/09/2021] [Indexed: 12/12/2022] Open
Abstract
Pancreatic cancer (PC) is regarded as one of the most lethal malignant diseases in the world, with GLOBOCAN 2020 estimates indicating that PC was responsible for almost half a million deaths worldwide in 2020. Pancreatic cystic lesions (PCLs) are fluid-filled structures found within or on the surface of the pancreas, which can either be pre-malignant or have no malignant potential. While some PCLs are found in symptomatic patients, nowadays many PCLs are found incidentally in patients undergoing cross-sectional imaging for other reasons-so called 'incidentalomas'. Current methods of characterising PCLs are imperfect and vary hugely between institutions and countries. As such, there is a profound need for improved diagnostic algorithms. This could facilitate more accurate risk stratification of those PCLs that have malignant potential and reduce unnecessary surveillance. As PC continues to have such a poor prognosis, earlier recognition and risk stratification of PCLs may lead to better treatment protocols. This review will focus on the importance of biomarkers in the context of PCLs and PCand outline how current 'omics'-related work could contribute to the identification of a novel integrated biomarker profile for the risk stratification of patients with PCLs and PC.
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Affiliation(s)
- Laura E. Kane
- Department of Surgery, Trinity St. James’s Cancer Institute, Trinity Translational Medicine Institute, Trinity College Dublin, Dublin D08 W9RT, Ireland;
| | - Gregory S. Mellotte
- Department of Gastroenterology, Tallaght University Hospital, Dublin D24 NR0A, Ireland; (G.S.M.); (B.M.R.)
| | - Kevin C. Conlon
- Discipline of Surgery, School of Medicine, Trinity College Dublin, Dublin D02 PN40, Ireland;
| | - Barbara M. Ryan
- Department of Gastroenterology, Tallaght University Hospital, Dublin D24 NR0A, Ireland; (G.S.M.); (B.M.R.)
| | - Stephen G. Maher
- Department of Surgery, Trinity St. James’s Cancer Institute, Trinity Translational Medicine Institute, Trinity College Dublin, Dublin D08 W9RT, Ireland;
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11
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Lou E. A Ticket to Ride: The Implications of Direct Intercellular Communication via Tunneling Nanotubes in Peritoneal and Other Invasive Malignancies. Front Oncol 2020; 10:559548. [PMID: 33324545 PMCID: PMC7727447 DOI: 10.3389/fonc.2020.559548] [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: 05/06/2020] [Accepted: 10/16/2020] [Indexed: 12/15/2022] Open
Abstract
It is well established that the role of the tumor microenvironment (TME) in cancer progression and therapeutic resistance is crucial, but many of the underlying mechanisms are still being elucidated. Even with better understanding of molecular oncology and identification of genomic drivers of these processes, there has been a relative lag in identifying and appreciating the cellular drivers of both invasion and resistance. Intercellular communication is a vital process that unifies and synchronizes the diverse components of the tumoral infrastructure. Elucidation of the role of extracellular vesicles (EVs) over the past decade has cast a brighter light on this field. And yet even with this advance, in addition to diffusible soluble factor-mediated paracrine and endocrine cell communication as well as EVs, additional niches of intratumoral communication are filled by other modes of intercellular transfer. Tunneling nanotubes (TNTs), tumor microtubes (TMs), and other similar intercellular channels are long filamentous actin-based cellular conduits (in most epithelial cancer cell types, ~15-500 µm in length; 50–1000+ nm in width). They extend and form direct connections between distant cells, serving as conduits for direct intercellular transfer of cell cargo, such as mitochondria, exosomes, and microRNAs; however, many of their functional roles in mediating tumor growth remain unknown. These conduits literally create a physical bridge to create a syncytial network of dispersed cells amidst the intercellular stroma-rich matrix. Emerging evidence suggests that they provide a cellular mechanism for induction and emergence of drug resistance and contribute to increased invasive and metastatic potential. They have been imaged in vitro and also in vivo and ex vivo in tumors from human patients as well as animal models, thus not only proving their existence in the TME, but opening further speculation about their exact role in the dynamic niche of tumor ecosystems. TNT cellular networks are upregulated between cancer and stromal cells under hypoxic and other conditions of physiologic and metabolic stress. Furthermore, they can connect malignant cells to benign cells, including vascular endothelial cells. The field of investigation of TNT-mediated tumor-stromal, and tumor-tumor, cell-cell communication is gaining momentum. The mixture of conditions in the microenvironment exemplified by hypoxia-induced ovarian cancer TNTs playing a crucial role in tumor growth, as just one example, is a potential avenue of investigation that will uncover their role in relation to other known factors, including EVs. If the role of cancer heterocellular signaling via TNTs in the TME is proven to be crucial, then disrupting formation and maintenance of TNTs represents a novel therapeutic approach for ovarian and other similarly invasive peritoneal cancers.
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Affiliation(s)
- Emil Lou
- Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN, United States
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12
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Grunvald MW, Jacobson RA, Kuzel TM, Pappas SG, Masood A. Current Status of Circulating Tumor DNA Liquid Biopsy in Pancreatic Cancer. Int J Mol Sci 2020; 21:E7651. [PMID: 33081107 PMCID: PMC7589736 DOI: 10.3390/ijms21207651] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 10/12/2020] [Accepted: 10/14/2020] [Indexed: 02/06/2023] Open
Abstract
Pancreatic cancer is a challenging disease with a low 5-year survival rate. There are areas for improvement in the tools used for screening, diagnosis, prognosis, treatment selection, and assessing treatment response. Liquid biopsy, particularly cell free DNA liquid biopsy, has shown promise as an adjunct to our standard care for pancreatic cancer patients, but has not yet been universally adopted into regular use by clinicians. In this publication, we aim to review cfDNA liquid biopsy in pancreatic cancer with an emphasis on current techniques, clinical utility, and areas of active investigation. We feel that researchers and clinicians alike should be familiar with this exciting modality as it gains increasing importance in the care of cancer patients.
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Affiliation(s)
- Miles W. Grunvald
- Department of Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (M.W.G.); (R.A.J.); (S.G.P.)
| | - Richard A. Jacobson
- Department of Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (M.W.G.); (R.A.J.); (S.G.P.)
| | - Timothy M. Kuzel
- Division of Hematology/Oncology and Cell Therapy, Rush University Medical Center, Chicago, IL 60612, USA;
| | - Sam G. Pappas
- Department of Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (M.W.G.); (R.A.J.); (S.G.P.)
| | - Ashiq Masood
- Division of Hematology/Oncology and Cell Therapy, Rush University Medical Center, Chicago, IL 60612, USA;
- Rush Precision Oncology Program, Rush University Medical Center, Chicago, IL 60612, USA
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13
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Jameson GS, Borazanci E, Babiker HM, Poplin E, Niewiarowska AA, Gordon MS, Barrett MT, Rosenthal A, Stoll-D’Astice A, Crowley J, Shemanski L, Korn RL, Ansaldo K, Lebron L, Ramanathan RK, Von Hoff DD. Response Rate Following Albumin-Bound Paclitaxel Plus Gemcitabine Plus Cisplatin Treatment Among Patients With Advanced Pancreatic Cancer: A Phase 1b/2 Pilot Clinical Trial. JAMA Oncol 2020; 6:125-132. [PMID: 31580386 PMCID: PMC6777241 DOI: 10.1001/jamaoncol.2019.3394] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2019] [Accepted: 06/20/2019] [Indexed: 01/05/2023]
Abstract
Importance Genomes of metastatic pancreatic cancers frequently contain intrachromosomal aberrations, indicating a DNA repair deficiency associated with sensitivity to DNA damaging agents, such as platinum. Objective To determine response rate following treatment with nab-paclitaxel plus gemcitabine plus platinum-based cisplatin for patients with metastatic pancreatic ductal adenocarcinoma (PDA). Design, Setting, and Participants This was a single-arm, open-label, phase 1b/2 clinical trial of nab-paclitaxel plus gemcitabine plus cisplatin treatment in which 25 patients with previously untreated metastatic PDA were enrolled. The trial was conducted from December 2013 to July 2016 at 3 US sites, with the last patient receiving study treatment at the end of October 2016, and the study closing January 2018. Interventions Patients were treated with nab-paclitaxel plus gemcitabine plus various doses of cisplatin, 25 mg/m2, 37.5 mg/m2, and 50 mg/m2, on days 1 and 8 of a 21-day cycle. Main Outcomes and Measures Primary end point was complete response rate as assessed by Response Evaluation Criteria in Solid Tumors, version 1.1 (RECIST), and levels of carbohydrate antigen 19-9 (or in nonexpressers, carbohydrate antigen 125 or carcinoembryonic antigen). Efficacy analysis included evaluable patients (those who received at least 1 dose of study treatment and had at least 1 postbaseline tumor assessment). Results Of 25 patients enrolled in the study, the median (range) age was 65.0 (47.0-79.0) years, 14 (56%) were men, and most (24) were white (96%). The maximum tolerable dose of cisplatin was 25 mg/m2. The most common treatment-related adverse events grade 3 or higher were thrombocytopenia (17 patients [68%]), anemia (8 patients [32%]), and neutropenia (6 patients [24%]). Fatal events occurred for 3 patients (12%); 2 were related to study participation. A median (range) of 8 (1-15) cycles was completed. The RECIST responses in 24 evaluable patients included 2 complete responses (8%), which was below the primary end point of 25%, 15 partial responses (62%), 4 stable disease (17%), and 3 progressive disease (12%), with median overall survival of 16.4 (95% CI, 10.2-25.3) months; 16 patients (64%) were alive at 1 year, 10 (40%) at 2 years, 4 (16%) at 3 years, and 1 (4%) at 4 plus years. Overall survival ranged from 36 to 59 months. Median progression-free survival was 10.1 (95% CI, 6.0-12.5) months. Thus, the overall response rate was 71%, and the disease control rate was 88%. Conclusions and Relevance This triple drug regimen showed substantial clinical activity in this small study. Although the primary end point was not reached, the high overall response rate, disease control rate, and median survival time among patients with advanced PDA treated with this combination are encouraging. The regimen is being studied in patients with PDA in the neoadjuvant setting and in patients with advanced biliary cancers. Trial Registration ClinicalTrials.gov identifier: NCT01893801.
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Affiliation(s)
- Gayle S. Jameson
- HonorHealth Research Institute, Scottsdale, Arizona
- Translational Genomics Research Institute, an Affiliate of City of Hope, Phoenix, Arizona
| | - Erkut Borazanci
- HonorHealth Research Institute, Scottsdale, Arizona
- Translational Genomics Research Institute, an Affiliate of City of Hope, Phoenix, Arizona
| | - Hani M. Babiker
- Translational Genomics Research Institute, an Affiliate of City of Hope, Phoenix, Arizona
- Comprehensive Cancer Center, The University of Arizona, Tucson
| | | | | | | | | | | | | | - John Crowley
- Cancer Research And Biostatistics, Seattle, Washington
| | | | | | | | | | | | - Daniel D. Von Hoff
- HonorHealth Research Institute, Scottsdale, Arizona
- Translational Genomics Research Institute, an Affiliate of City of Hope, Phoenix, Arizona
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14
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Flip the coin: IL-7 and IL-7R in health and disease. Nat Immunol 2019; 20:1584-1593. [PMID: 31745336 DOI: 10.1038/s41590-019-0479-x] [Citation(s) in RCA: 171] [Impact Index Per Article: 34.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Accepted: 07/26/2019] [Indexed: 12/14/2022]
Abstract
The cytokine IL-7 and its receptor, IL-7R, are critical for T cell and, in the mouse, B cell development, as well as differentiation and survival of naive T cells, and generation and maintenance of memory T cells. They are also required for innate lymphoid cell (ILC) development and maintenance, and consequently for generation of lymphoid structures and barrier defense. Here we discuss the central role of IL-7 and IL-7R in the lymphoid system and highlight the impact of their deregulation, placing a particular emphasis on their 'dark side' as promoters of cancer development. We also explore therapeutic implications and opportunities associated with either positive or negative modulation of the IL-7-IL-7R signaling axis.
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15
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Aier I, Semwal R, Dhara A, Sen N, Varadwaj PK. An integrated epigenome and transcriptome analysis identifies PAX2 as a master regulator of drug resistance in high grade pancreatic ductal adenocarcinoma. PLoS One 2019; 14:e0223554. [PMID: 31622355 PMCID: PMC6797122 DOI: 10.1371/journal.pone.0223554] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Accepted: 09/23/2019] [Indexed: 02/07/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is notoriously difficult to treat due to its aggressive, ever resilient nature. A major drawback lies in its tumor grade; a phenomenon observed across various carcinomas, where highly differentiated and undifferentiated tumor grades, termed as low and high grade respectively, are found in the same tumor. One eminent problem due to such heterogeneity is drug resistance in PDAC. This has been implicated to ABC transporter family of proteins that are upregulated in PDAC patients. However, the regulation of these transporters with respect to tumor grade in PDAC is not well understood. To combat these issues, a study was designed to identify novel genes that might regulate drug resistance phenotype and be used as targets. By integrating epigenome with transcriptome data, several genes were identified based around high grade PDAC. Further analysis indicated oncogenic PAX2 transcription factor as a novel regulator of drug resistance in high grade PDAC cell lines. It was observed that silencing of PAX2 resulted in increased susceptibility of high grade PDAC cells to various chemotherapeutic drugs. Mechanistically, the study showed that PAX2 protein can bind and alter transcriptionally; expression of many ABC transporter genes in high grade PDAC cell lines. Overall, the study indicated that PAX2 significantly upregulated ABC family of genes resulting in drug resistance and poor survival in PDAC.
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Affiliation(s)
- Imlimaong Aier
- Department of Bioinformatics & Applied Sciences, Indian Institute of Information Technology—Allahabad, Uttar Pradesh, India
| | - Rahul Semwal
- Department of Information Technology, Indian Institute of Information Technology—Allahabad, Uttar Pradesh, India
| | - Aiindrila Dhara
- Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Trivandrum, Kerala, India
| | - Nirmalya Sen
- Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Trivandrum, Kerala, India
- S.N.Bose Innovation Centre, University Of Kalyani, Nadia, West Bengal, India
| | - Pritish Kumar Varadwaj
- Department of Bioinformatics & Applied Sciences, Indian Institute of Information Technology—Allahabad, Uttar Pradesh, India
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16
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Wang ZX, Deng TX, Ma Z. Identification of a 4-miRNA signature as a potential prognostic biomarker for pancreatic adenocarcinoma. J Cell Biochem 2019; 120:16416-16426. [PMID: 31297864 DOI: 10.1002/jcb.28601] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 01/25/2019] [Accepted: 01/28/2019] [Indexed: 12/26/2022]
Abstract
An microRNA (miRNA) signature to predict the clinical outcome of pancreatic adenocarcinoma (PAAD) is still lacking. In the current study, we aimed at identifying and evaluating a prognostic miRNA signature for patients with PAAD. The miRNA expression profile and the clinical information regarding patients with PAAD were recruited from The Cancer Genome Atlas database. Differentially expressed miRNAs were identified between normal and tumor samples. By means of survival analysis, a 4-miRNA signature for predicting patients' with PAAD overall survival (OS) was constructed. Receiver operating characteristic (ROC) analysis was applied to determine the efficiency of survival prediction. Furthermore, the biological function of the predicted miRNAs was evaluated using a bioinformatics approach. Four (hsa-mir-126, hsa-mir-3613, hsa-mir-424, and hsa-mir-4772) out of 17 differentially expressed miRNAs were associated to the OS of patients with PAAD. Moreover, the area under the curve (AUC) of the constructed 4-miRNA signature associated to patients' with PAAD 2-year survival was 0.789. The multivariate Cox's proportional hazards regression model suggested that this 4-miRNA signature was an independent prognostic factor of other clinical parameters in patients with PAAD. Further pathway enrichment analyses revealed that the miRNAs in the 4-miRNA signature might regulate genes that affect focal adhesion, Wnt signaling pathway, and PI3K-Akt signaling pathway. Thus, these findings indicated that the 4-miRNA signature might be an effective independent prognostic biomarker in the prediction of PAAD patients' survival.
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Affiliation(s)
- Zhi-Xin Wang
- Department of Anatomy, Basic Medical College, Zhengzhou University, Zhengzhou, Henan, China
| | - Tong-Xing Deng
- Department of Anatomy, Luohe Medical College, Luohe, Henan, China
| | - Zhao Ma
- Department of Anatomy, Basic Medical College, Zhengzhou University, Zhengzhou, Henan, China
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17
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Mirza Z, Karim S. Advancements in CRISPR/Cas9 technology-Focusing on cancer therapeutics and beyond. Semin Cell Dev Biol 2019; 96:13-21. [PMID: 31150758 DOI: 10.1016/j.semcdb.2019.05.026] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Revised: 05/22/2019] [Accepted: 05/27/2019] [Indexed: 12/18/2022]
Abstract
"CRISPR" is an abbreviation for Clustered Regularly Interspaced Short Palindromic Repeats, which are a characteristic of the bacterial defense system and Cas9 (or "CRISPR-associated") is a RNA-guided DNA endonuclease or molecular scissor, capable of cutting DNA strands. Both together forms the basis for CRISPR-Cas9 targeted genome editing technology and enables highly specific genomic modifications to an organism's DNA. Recent advent of high-throughput genomics has revolutionizing personalized medicine and enhanced our molecular understanding of human cancers. The development of the CRISPR/Cas9 tool has unveiled advancement of new, simplistic and efficient in vivo model systems in oncology. The usage of CRISPR/Cas9 gene editing systems for curing various cancers promises to be the next great biotechnological breakthrough in medicine. However, urgent attention is needed to assess the functional relevance of novel cancer-associated mutations and translate our molecular knowledge to therapeutics. Herein, we will review the development and applications of the exciting uses of the CRISPR/Cas9 technique for cancer research and therapy with focus on origin, progress, clinical trials, implications, and challenges ahead. Major ethical and safety concerns are perhaps unknown long term consequences of DNA manipulation and irreversibility of this procedure.
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Affiliation(s)
- Zeenat Mirza
- King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia; Department of Medical Lab Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia.
| | - Sajjad Karim
- Department of Medical Lab Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia; Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia
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18
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Lee JW, Stone ML, Porrett PM, Thomas SK, Komar CA, Li JH, Delman D, Graham K, Gladney WL, Hua X, Black TA, Chien AL, Majmundar KS, Thompson JC, Yee SS, O'Hara MH, Aggarwal C, Xin D, Shaked A, Gao M, Liu D, Borad MJ, Ramanathan RK, Carpenter EL, Ji A, de Beer MC, de Beer FC, Webb NR, Beatty GL. Hepatocytes direct the formation of a pro-metastatic niche in the liver. Nature 2019; 567:249-252. [PMID: 30842658 PMCID: PMC6430113 DOI: 10.1038/s41586-019-1004-y] [Citation(s) in RCA: 224] [Impact Index Per Article: 44.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Accepted: 02/12/2019] [Indexed: 12/25/2022]
Abstract
The liver is the most common site of metastatic disease1. Although this metastatic tropism may reflect the mechanical trapping of circulating tumour cells, liver metastasis is also dependent, at least in part, on the formation of a 'pro-metastatic' niche that supports the spread of tumour cells to the liver2,3. The mechanisms that direct the formation of this niche are poorly understood. Here we show that hepatocytes coordinate myeloid cell accumulation and fibrosis within the liver and, in doing so, increase the susceptibility of the liver to metastatic seeding and outgrowth. During early pancreatic tumorigenesis in mice, hepatocytes show activation of signal transducer and activator of transcription 3 (STAT3) signalling and increased production of serum amyloid A1 and A2 (referred to collectively as SAA). Overexpression of SAA by hepatocytes also occurs in patients with pancreatic and colorectal cancers that have metastasized to the liver, and many patients with locally advanced and metastatic disease show increases in circulating SAA. Activation of STAT3 in hepatocytes and the subsequent production of SAA depend on the release of interleukin 6 (IL-6) into the circulation by non-malignant cells. Genetic ablation or blockade of components of IL-6-STAT3-SAA signalling prevents the establishment of a pro-metastatic niche and inhibits liver metastasis. Our data identify an intercellular network underpinned by hepatocytes that forms the basis of a pro-metastatic niche in the liver, and identify new therapeutic targets.
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Affiliation(s)
- Jae W Lee
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Meredith L Stone
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Paige M Porrett
- Division of Transplant Surgery, Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Stacy K Thomas
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Chad A Komar
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Joey H Li
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Devora Delman
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kathleen Graham
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Whitney L Gladney
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Xia Hua
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Taylor A Black
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Austin L Chien
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Krishna S Majmundar
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jeffrey C Thompson
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Stephanie S Yee
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Mark H O'Hara
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Charu Aggarwal
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Dong Xin
- Division of Transplant Surgery, Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Abraham Shaked
- Division of Transplant Surgery, Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Mingming Gao
- Department of Pharmaceutical and Biomedical Sciences, College of Pharmacy, University of Georgia, Athens, GA, USA
| | - Dexi Liu
- Department of Pharmaceutical and Biomedical Sciences, College of Pharmacy, University of Georgia, Athens, GA, USA
| | - Mitesh J Borad
- Mayo Clinic Cancer Center, Mayo Clinic, Phoenix, AZ, USA
| | - Ramesh K Ramanathan
- Mayo Clinic Cancer Center, Mayo Clinic, Phoenix, AZ, USA
- Merck Research Labs, Rahway, NJ, USA
| | - Erica L Carpenter
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ailing Ji
- Department of Internal Medicine, University of Kentucky, Lexington, KY, USA
- Saha Cardiovascular Research Center, University of Kentucky, Lexington, KY, USA
| | - Maria C de Beer
- Saha Cardiovascular Research Center, University of Kentucky, Lexington, KY, USA
- Department of Physiology, University of Kentucky, Lexington, KY, USA
| | - Frederick C de Beer
- Department of Internal Medicine, University of Kentucky, Lexington, KY, USA
- Saha Cardiovascular Research Center, University of Kentucky, Lexington, KY, USA
| | - Nancy R Webb
- Saha Cardiovascular Research Center, University of Kentucky, Lexington, KY, USA
- Department of Pharmacology and Nutritional Sciences, University of Kentucky, Lexington, KY, USA
| | - Gregory L Beatty
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA.
- Division of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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19
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Lee W, Lee JH, Jun S, Lee JH, Bang D. Selective targeting of KRAS oncogenic alleles by CRISPR/Cas9 inhibits proliferation of cancer cells. Sci Rep 2018; 8:11879. [PMID: 30089886 PMCID: PMC6082849 DOI: 10.1038/s41598-018-30205-2] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Accepted: 07/25/2018] [Indexed: 12/22/2022] Open
Abstract
Mutations within the KRAS oncogene are associated with the proliferation of various cancers. Therapeutic approaches for treating cancers with such mutations have focused on targeting the downstream protein effectors of KRAS. However, to date, no approved treatment has targeted the mutated KRAS oncogene directly. Presently, we used the selectivity of the CRISPR/Cas9 system to directly target mutated KRAS alleles. We designed single-guide RNAs (sgRNAs) to target two specific single-nucleotide missense mutations on KRAS codon-12 located in the seed region adjacent to a protospacer adjacent motif (PAM). Lentiviral transduction of Cas9 and the sgRNAs into cancer cells with respective KRAS mutations resulted in high frequency of indels in the seed region. Indel-associated disruption of the mutant KRAS alleles correlated with reduced viability of the cancer cells. The results indicate that CRISPR-Cas9-mediated genome editing can potentially be used for the treatment of cancer patients, specifically those with oncogenic KRAS mutations.
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Affiliation(s)
- Wookjae Lee
- Department of Chemistry, Yonsei University, Seoul, Korea
| | - Joon Ho Lee
- Department of Chemistry, Yonsei University, Seoul, Korea
| | - Soyeong Jun
- Department of Chemistry, Yonsei University, Seoul, Korea
| | - Ji Hyun Lee
- Department of Clinical Pharmacology and Therapeutics, College of Medicine, Kyung Hee University, Seoul, Korea.
- Department of Biomedical Science and Technology, Kyung Hee Medical Science Research Institute, Kyung Hee University, Seoul, Korea.
| | - Duhee Bang
- Department of Chemistry, Yonsei University, Seoul, Korea.
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20
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Sanyal S, Siriwardena AK, Byers R. Measurement of indicator genes using global complementary DNA (cDNA) amplification, by polyadenylic acid reverse transcriptase polymerase chain reaction (poly A RT-PCR): A feasibility study using paired samples from tissue and ductal juice in patients undergoing pancreatoduodenectomy. Pancreatology 2018; 18:458-462. [PMID: 29574096 DOI: 10.1016/j.pan.2018.03.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Revised: 02/25/2018] [Accepted: 03/19/2018] [Indexed: 12/11/2022]
Abstract
OBJECTIVES The aim of this study is to compare gene expression profiles in RNA isolated from pancreatic ductal juice with the RNA expression profiles of the same genes from matched intra-operative tissue samples from pancreatic tumours. METHODS Intra-operative sampling of pancreatic juice and collection of matched tissue samples was undertaken in patients undergoing pancreatoduodenectomy for clinically suspected pancreatic cancer and a precursor lesion, main-duct intraductal papillary mucinous neoplasm. RNA was isolated and Poly A PCR was used to globally amplify the RNA. Real-time polymerase chain reaction (RT-PCR) was used to measure expression levels of 17 genes selected from microarray studies. Spearman's rank correlation test was used to examine the relationship of gene expression between pancreatic juice and tissue. The study was approved by Regional Ethics Committee. RESULTS Mesothelin (MSLN) showed significant correlation (p < 0.008) in expression levels between paired pancreatic juice and tissue samples in pancreas cancer. In intraductal papillary mucinous neoplasms (IPMN), Matrix Metalloproteinase 7 (MMP7), showed significant correlation (p < 0.01) in the expression levels between paired pancreatic juice and tissue samples. CONCLUSION This study confirms that RNA analysis of paired pancreatic juice and tissue samples and establishment of cDNA using poly A PCR is technically feasible. Application of the technique to non-invasively obtained pancreatic juice during endoscopic assessment of tumours and the use of gene arrays of cancer indicator genes are the next steps in development of this technique.
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Affiliation(s)
- Sudip Sanyal
- Regional Hepato-pancreato-biliary Unit, Manchester Royal Infirmary, Manchester, UK
| | - Ajith K Siriwardena
- Regional Hepato-pancreato-biliary Unit, Manchester Royal Infirmary, Manchester, UK; Faculty of Medicine, University of Manchester, Manchester, UK.
| | - Richard Byers
- Faculty of Medicine, University of Manchester, Manchester, UK; University Department of Histopathology, Manchester Royal Infirmary, Manchester, UK
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21
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Löhr JM, Kordes M, Rutkowski W, Heuchel R, Gustafsson-Liljefors M, Russom A, Nilsson M. Overcoming diagnostic issues in precision treatment of pancreatic cancer. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT 2018. [DOI: 10.1080/23808993.2018.1476061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- J.-Matthias Löhr
- Department of Cancer Medicine, Division for Upper GI, Karolinska University Hospital, Stockholm, Sweden
- CLINTEC, Karolinska Institutet, Science for Life Laboratory, Stockholm, Sweden
| | - Maximilian Kordes
- Department of Cancer Medicine, Division for Upper GI, Karolinska University Hospital, Stockholm, Sweden
- CLINTEC, Karolinska Institutet, Science for Life Laboratory, Stockholm, Sweden
| | - Wiktor Rutkowski
- CLINTEC, Karolinska Institutet, Science for Life Laboratory, Stockholm, Sweden
| | - Rainer Heuchel
- CLINTEC, Karolinska Institutet, Science for Life Laboratory, Stockholm, Sweden
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22
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Ho J, Li X, Zhang L, Liang Y, Hu W, Yau JCW, Chan H, Gin T, Chan MTV, Tse G, Wu WKK. Translational genomics in pancreatic ductal adenocarcinoma: A review with re-analysis of TCGA dataset. Semin Cancer Biol 2018; 55:70-77. [PMID: 29705685 DOI: 10.1016/j.semcancer.2018.04.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2017] [Revised: 04/16/2018] [Accepted: 04/16/2018] [Indexed: 12/19/2022]
Abstract
Malignancy of the pancreas is a leading cause of cancer-related mortality, with the highest case-fatality of all cancers. Nevertheless, the lack of sensitive biomarkers and presence of biological heterogeneity precludes its early detection and effective treatment. The recent introduction of next-generation sequencing allows characterization of multiple driver mutations at genome- and exome-wide levels. Sequencing of DNA and RNA from circulating tumour cells has also opened an exciting era of non-invasive procedures for tumour detection and prognostication. This massively-parallel sequencing technology has uncovered the previously obscure molecular mechanisms, providing clues for better stratification of patients and identification of druggable targets for the disease. Identification of active oncogenic pathways and gene-gene interactions may reveal oncogene addiction and synthetic lethality. Relevant findings can be extrapolated to develop targeted and personalized therapeutic interventions. In addition to known mutational events, the role of chromosomal rearrangements in pancreatic neoplasms is gradually uncovered. Coupled with bioinformatics pipelines and epidemiological analyses, a better framework for risk stratification and prognostication of pancreatic cancer will be possible in the near future. In this review, we discuss how translational genomic studies facilitate our understanding of pathobiology, and development of novel diagnostics and therapeutics for pancreatic ductal adenocarcinoma with emphases on whole genome sequencing, whole exome sequencing, and liquid biopsies. We have also re-analyzed The Cancer Genome Atlas (TCGA) dataset to look for genetic features associated with altered survival in patients with pancreatic ductal adenocarcinoma.
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Affiliation(s)
- Jeffery Ho
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong, China
| | - Xianchun Li
- State Key Laboratory of Digestive Diseases, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong, China; Public Laboratory, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 00060, China
| | - Lin Zhang
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong, China
| | - Yonghao Liang
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong, China
| | - Wei Hu
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong, China
| | - Johnny C W Yau
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong, China
| | - Hung Chan
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong, China
| | - Tony Gin
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong, China
| | - Matthew T V Chan
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong, China.
| | - Gary Tse
- Department of Medicine & Therapeutics, The Chinese University of Hong Kong, Hong Kong, China; State Key Laboratory of Digestive Diseases, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong, China.
| | - William K K Wu
- Department of Anaesthesia and Intensive Care, The Chinese University of Hong Kong, Hong Kong, China; State Key Laboratory of Digestive Diseases, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong, China.
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23
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de Biase D, Visani M, Acquaviva G, Fornelli A, Masetti M, Fabbri C, Pession A, Tallini G. The Role of Next-Generation Sequencing in the Cytologic Diagnosis of Pancreatic Lesions. Arch Pathol Lab Med 2018; 142:458-464. [PMID: 29565213 DOI: 10.5858/arpa.2017-0215-ra] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
CONTEXT - Integration of the analysis of genetic markers with endoscopic ultrasound-guided fine-needle aspiration and cytologic evaluation has increased the accuracy of the preoperative diagnosis of pancreatic lesions. The application of high-throughput gene panel analysis using next-generation sequencing platforms is now offering a great opportunity for further improvements. OBJECTIVE - To review the application of next-generation sequencing to the preoperative diagnosis of pancreatic lesions. DATA SOURCES - For data acquisition, a PubMed search using the terms next-generation sequencing, pancreas, pancreatic lesions, pancreatic tumors, and EUS-FNA was performed covering the years 2000-2017. CONCLUSIONS - KRAS remains the gene most widely studied for preoperative single-gene tests. Next-generation sequencing reliably allows analysis of multiple gene markers starting from limited amounts of DNA. The study of multigene panels has become a very attractive option for the management and preoperative risk stratification of patients with pancreatic cancer.
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Affiliation(s)
| | | | | | | | | | | | | | - Giovanni Tallini
- From the Department of Pharmacy and Biotechnology (Dipartimento di Farmacia e Biotecnologie)-Molecular Diagnostic Unit, Azienda USL di Bologna, University of Bologna, Bologna, Italy (Dr de Biase and Ms Pession); the Department of Medicine (Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale)-Molecular Diagnostic Unit, Azienda USL di Bologna, University of Bologna School of Medicine, Bologna, Italy (Drs Visani and Tallini and Ms Acquaviva); the Unit of Anatomic Pathology, Azienda USL-Maggiore Hospital, Bologna, Italy (Dr Fornelli); and the Units of Surgery (Dr Masetti) and Gastroenterology and Digestive Endoscopy (Dr Fabbri), Azienda USL Bologna Bellaria-Maggiore Hospitals, Bologna, Italy
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24
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Lu M, Zhan X. The crucial role of multiomic approach in cancer research and clinically relevant outcomes. EPMA J 2018; 9:77-102. [PMID: 29515689 PMCID: PMC5833337 DOI: 10.1007/s13167-018-0128-8] [Citation(s) in RCA: 134] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Accepted: 01/29/2018] [Indexed: 02/06/2023]
Abstract
Cancer with heavily economic and social burden is the hot point in the field of medical research. Some remarkable achievements have been made; however, the exact mechanisms of tumor initiation and development remain unclear. Cancer is a complex, whole-body disease that involves multiple abnormalities in the levels of DNA, RNA, protein, metabolite and medical imaging. Biological omics including genomics, transcriptomics, proteomics, metabolomics and radiomics aims to systematically understand carcinogenesis in different biological levels, which is driving the shift of cancer research paradigm from single parameter model to multi-parameter systematical model. The rapid development of various omics technologies is driving one to conveniently get multi-omics data, which accelerates predictive, preventive and personalized medicine (PPPM) practice allowing prediction of response with substantially increased accuracy, stratification of particular patients and eventual personalization of medicine. This review article describes the methodology, advances, and clinically relevant outcomes of different "omics" technologies in cancer research, and especially emphasizes the importance and scientific merit of integrating multi-omics in cancer research and clinically relevant outcomes.
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Affiliation(s)
- Miaolong Lu
- Key Laboratory of Cancer Proteomics of Chinese Ministry of Health, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan 410008 People’s Republic of China
- Hunan Engineering Laboratory for Structural Biology and Drug Design, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan 410008 People’s Republic of China
- State Local Joint Engineering Laboratory for Anticancer Drugs, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan 410008 People’s Republic of China
| | - Xianquan Zhan
- Key Laboratory of Cancer Proteomics of Chinese Ministry of Health, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan 410008 People’s Republic of China
- Hunan Engineering Laboratory for Structural Biology and Drug Design, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan 410008 People’s Republic of China
- State Local Joint Engineering Laboratory for Anticancer Drugs, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, Hunan 410008 People’s Republic of China
- The State Key Laboratory of Medical Genetics, Central South University, 88 Xiangya Road, Changsha, Hunan 410008 People’s Republic of China
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25
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Jiang J, Azevedo-Pouly ACP, Redis RS, Lee EJ, Gusev Y, Allard D, Sutaria DS, Badawi M, Elgamal OA, Lerner MR, Brackett DJ, Calin GA, Schmittgen TD. Globally increased ultraconserved noncoding RNA expression in pancreatic adenocarcinoma. Oncotarget 2018; 7:53165-53177. [PMID: 27363020 PMCID: PMC5288176 DOI: 10.18632/oncotarget.10242] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Accepted: 05/28/2016] [Indexed: 12/29/2022] Open
Abstract
Transcribed ultraconserved regions (T-UCRs) are a class of non-coding RNAs with 100% sequence conservation among human, rat and mouse genomes. T-UCRs are differentially expressed in several cancers, however their expression in pancreatic adenocarcinoma (PDAC) has not been studied. We used a qPCR array to profile all 481 T-UCRs in pancreatic cancer specimens, pancreatic cancer cell lines, during experimental pancreatic desmoplasia and in the pancreases of P48Cre/wt; KrasLSL-G12D/wt mice. Fourteen, 57 and 29% of the detectable T-UCRs were differentially expressed in the cell lines, human tumors and transgenic mouse pancreases, respectively. The vast majority of the differentially expressed T-UCRs had increased expression in the cancer. T-UCRs were monitored using an in vitro model of the desmoplastic reaction. Twenty-five % of the expressed T-UCRs were increased in the HPDE cells cultured on PANC-1 cellular matrix. UC.190, UC.233 and UC.270 were increased in all three human data sets. siRNA knockdown of each of these three T-UCRs reduced the proliferation of MIA PaCa-2 cells up to 60%. The expression pattern among many T-UCRs in the human and mouse pancreases closely correlated with one another, suggesting that groups of T-UCRs are co-activated in PDAC. Successful knockout of the transcription factor EGR1 in PANC-1 cells caused a reduction in the expression of a subset of T-UCRs suggesting that EGR1 may control T-UCR expression in PDAC. We report a global increase in expression of T-UCRs in both human and mouse PDAC. Commonalties in their expression pattern suggest a similar mechanism of transcriptional upregulation for T-UCRs in PDAC.
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Affiliation(s)
- Jinmai Jiang
- College of Pharmacy, University of Florida, Gainesville, FL, USA
| | - Ana Clara P Azevedo-Pouly
- College of Pharmacy, Ohio State University, Columbus, OH, USA.,Present address: Department of Molecular Biology University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Roxana S Redis
- University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Eun Joo Lee
- College of Pharmacy, Ohio State University, Columbus, OH, USA.,Present address: College of Pharmacy and Wonkwang Oriental Medicines Research Institute, Wonkwang University, Republic of Korea
| | - Yuriy Gusev
- Lombardi Cancer Center, Georgetown University, Washington, DC, USA
| | | | | | - Mohamed Badawi
- College of Pharmacy, Ohio State University, Columbus, OH, USA
| | - Ola A Elgamal
- College of Pharmacy, Ohio State University, Columbus, OH, USA
| | - Megan R Lerner
- Veterans Affairs Medical Center, Oklahoma City, OK, USA.,Department of Surgery, University of Oklahoma Health Science Center, Oklahoma City, OK, USA
| | - Daniel J Brackett
- Veterans Affairs Medical Center, Oklahoma City, OK, USA.,Department of Surgery, University of Oklahoma Health Science Center, Oklahoma City, OK, USA
| | - George A Calin
- University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
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26
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Guan Z, Lan H, Chen X, Jiang X, Wang X, Jin K. Individualized drug screening based on next generation sequencing and patient derived xenograft model for pancreatic cancer with bone metastasis. Mol Med Rep 2017; 16:4784-4790. [PMID: 28849200 PMCID: PMC5647100 DOI: 10.3892/mmr.2017.7213] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Accepted: 08/01/2017] [Indexed: 12/30/2022] Open
Abstract
The efficacy of traditional chemoradiotherapies for pancreatic cancer remains limited, and no effective targeted therapies or screening tests are currently available. Therefore more individualized drug screening is warranted for the clinical treatment of pancreatic cancer. A patient‑derived xenograft (PDX) model of pancreatic cancer bone metastasis was established, and next‑generation sequencing (NGS) was used to investigate the molecular characteristics of the cancer and screen for potential drugs. Immunohistochemical analysis was performed to validate that the PDX retained the molecular characteristics from the patient. Using NGS technology, 13 pancreatic‑cancer‑associated polymorphisms/mutations were identified out of 416 genes sequenced. Based on the sequencing results and associated literatures, AZD6244, a highly selective inhibitor against mitogen‑activated protein kinase kinase 1 (MEK1), was chosen as a potential therapy. AZD6244, a highly selective MEK1 inhibitor, was evaluated as effective for the pancreatic cancer PDX model, and thus may provide potential efficacy in the clinical treatment of the patient with pancreatic cancer investigated in the present study. The feasibility of the novel NGS‑PDX based drug‑screening pattern was demonstrated, and has a potential to improve individua-lized treatment for cancer.
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Affiliation(s)
- Zhonghai Guan
- Department of Gastrointestinal Surgery, Shaoxing People's Hospital, Shaoxing Hospital of Zhejiang University, Shaoxing, Zhejiang 312000, P.R. China
| | - Huanrong Lan
- Department of Breast and Thyroid Surgery, Shaoxing People's Hospital, Shaoxing Hospital of Zhejiang University, Shaoxing, Zhejiang 312000, P.R. China
| | - Xiangheng Chen
- Department of Minimally Invasive Surgery, The 2nd Xiangya Hospital of Central South University, Chansha, Hunan 421001, P.R. China
| | - Xiaoxia Jiang
- Department of Surgical Oncology, The 1st Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, P.R. China
| | - Xuanwei Wang
- Department of Orthopedics, The 1st Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, P.R. China
| | - Ketao Jin
- Department of Gastrointestinal Surgery, Shaoxing People's Hospital, Shaoxing Hospital of Zhejiang University, Shaoxing, Zhejiang 312000, P.R. China
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27
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A data mining approach for identifying pathway-gene biomarkers for predicting clinical outcome: A case study of erlotinib and sorafenib. PLoS One 2017; 12:e0181991. [PMID: 28792525 PMCID: PMC5549706 DOI: 10.1371/journal.pone.0181991] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Accepted: 07/10/2017] [Indexed: 12/28/2022] Open
Abstract
A novel data mining procedure is proposed for identifying potential pathway-gene biomarkers from preclinical drug sensitivity data for predicting clinical responses to erlotinib or sorafenib. The analysis applies linear ridge regression modeling to generate a small (N~1000) set of baseline gene expressions that jointly yield quality predictions of preclinical drug sensitivity data and clinical responses. Standard clustering of the pathway-gene combinations from gene set enrichment analysis of this initial gene set, according to their shared appearance in molecular function pathways, yields a reduced (N~300) set of potential pathway-gene biomarkers. A modified method for quantifying pathway fitness is used to determine smaller numbers of over and under expressed genes that correspond with favorable and unfavorable clinical responses. Detailed literature-based evidence is provided in support of the roles of these under and over expressed genes in compound efficacy. RandomForest analysis of potential pathway-gene biomarkers finds average treatment prediction errors of 10% and 22%, respectively, for patients receiving erlotinib or sorafenib that had a favorable clinical response. Higher errors were found for both compounds when predicting an unfavorable clinical response. Collectively these results suggest complementary roles for biomarker genes and biomarker pathways when predicting clinical responses from preclinical data.
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28
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Bianconi D, Heller G, Spies D, Herac M, Gleiss A, Liebmann-Reindl S, Unseld M, Kieler M, Scheithauer W, Streubel B, Zielinski CC, Prager GW. Biochemical and genetic predictors of overall survival in patients with metastatic pancreatic cancer treated with capecitabine and nab-paclitaxel. Sci Rep 2017; 7:4851. [PMID: 28687745 PMCID: PMC5501799 DOI: 10.1038/s41598-017-04743-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Accepted: 05/30/2017] [Indexed: 12/18/2022] Open
Abstract
Pancreatic cancer is a dismal disease with a mortality rate almost similar to its incidence rate. To date, there are neither validated predictive nor prognostic biomarkers for this lethal disease. Thus, the aim of the present study was to retrospectively investigate the capability of biochemical parameters and molecular profiles to predict survival of patients with metastatic pancreatic ductal adenocarcinoma (mPDAC) who participated in a phase II clinical trial to test the safety and efficacy of the combination treatment of capecitabine plus nab-paclitaxel. Herein, we investigated the association of 18 biochemical parameters obtained from routine diagnosis and the clinical outcome of the 30 patients enrolled in the clinical trial. Furthermore, we analysed formalin-fixed paraffin-embedded (FFPE) tumour tissue to identify molecular biomarkers via RNA seq and the Illumina TruSeq Amplicon Cancer panel which covers 48 hotspot genes. Our analysis identified SERPINB7 as a novel transcript and a DNA mutation signature that might predict a poor outcome of disease. Moreover, we identified the bilirubin basal level as an independent predictive factor for overall survival in our study cohort.
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Affiliation(s)
- Daniela Bianconi
- Department of Medicine I, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Gerwin Heller
- Department of Medicine I, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Daniel Spies
- Swiss Federal Institute of Technology Zurich, Department of Biology, Institute of Molecular Health Sciences, Otto-Stern Weg 7, 8093, Zurich, Switzerland.,Life Science Zurich Graduate School, Molecular Life Science Program, Institute of Molecular Life Science, University of Zurich, Winterthurerstrasse 190, Zurich, 8057, Switzerland, Austria
| | - Merima Herac
- Clinical Institute of Pathology, Medical University of Vienna, Vienna, Austria
| | - Andreas Gleiss
- Center for Medical Statistics, Informatics, and Intelligent Systems, Medical University of Vienna, Vienna, Austria
| | | | - Matthias Unseld
- Department of Medicine I, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Markus Kieler
- Department of Medicine I, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Werner Scheithauer
- Department of Medicine I, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Berthold Streubel
- Clinical Institute of Pathology, Medical University of Vienna, Vienna, Austria
| | - Christoph C Zielinski
- Department of Medicine I, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Gerald W Prager
- Department of Medicine I, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria.
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29
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Kyrochristos ID, Glantzounis GK, Ziogas DE, Gizas I, Schizas D, Lykoudis EG, Felekouras E, Machairas A, Katsios C, Liakakos T, Cho WC, Roukos DH. From Clinical Standards to Translating Next-Generation Sequencing Research into Patient Care Improvement for Hepatobiliary and Pancreatic Cancers. Int J Mol Sci 2017; 18:E180. [PMID: 28106782 PMCID: PMC5297812 DOI: 10.3390/ijms18010180] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2016] [Revised: 12/19/2016] [Accepted: 12/27/2016] [Indexed: 02/06/2023] Open
Abstract
Hepatobiliary and pancreatic (HBP) cancers are associated with high cancer-related death rates. Surgery aiming for complete tumor resection (R0) remains the cornerstone of the treatment for HBP cancers. The current progress in the adjuvant treatment is quite slow, with gemcitabine chemotherapy available only for pancreatic ductal adenocarcinoma (PDA). In the advanced and metastatic setting, only two targeted drugs have been approved by the Food & Drug Administration (FDA), which are sorafenib for hepatocellular carcinoma and erlotinib for PDA. It is a pity that multiple Phase III randomized control trials testing the efficacy of targeted agents have negative results. Failure in the development of effective drugs probably reflects the poor understanding of genome-wide alterations and molecular mechanisms orchestrating therapeutic resistance and recurrence. In the post-ENCODE (Encyclopedia of DNA Elements) era, cancer is referred to as a highly heterogeneous and systemic disease of the genome. The unprecedented potential of next-generation sequencing (NGS) technologies to accurately identify genetic and genomic variations has attracted major research and clinical interest. The applications of NGS include targeted NGS with potential clinical implications, while whole-exome and whole-genome sequencing focus on the discovery of both novel cancer driver genes and therapeutic targets. These advances dictate new designs for clinical trials to validate biomarkers and drugs. This review discusses the findings of available NGS studies on HBP cancers and the limitations of genome sequencing analysis to translate genome-based biomarkers and drugs into patient care in the clinic.
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Affiliation(s)
- Ioannis D Kyrochristos
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece.
- Department of Surgery, Ioannina University Hospital, 45110 Ioannina, Greece.
| | | | - Demosthenes E Ziogas
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece.
- Department of Surgery, 'G. Hatzikosta' General Hospital, 45001 Ioannina, Greece.
| | | | - Dimitrios Schizas
- 1st Department of Surgery, Laikon General Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece.
| | - Efstathios G Lykoudis
- Department of Plastic Surgery, Ioannina University School of Medicine, 45110 Ioannina, Greece.
| | - Evangelos Felekouras
- 1st Department of Surgery, Laikon General Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece.
| | - Anastasios Machairas
- Third Department of Surgery, Attikon General Hospital, Medical School, National and Kapodistrian University of Athens, 12462 Athens, Greece.
| | - Christos Katsios
- Department of Surgery, Ioannina University Hospital, 45110 Ioannina, Greece.
| | - Theodoros Liakakos
- 1st Department of Surgery, Laikon General Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece.
| | - William C Cho
- Department of Clinical Oncology, Queen Elizabeth Hospital, Kowloon, Hong Kong, China.
| | - Dimitrios H Roukos
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece.
- Department of Surgery, Ioannina University Hospital, 45110 Ioannina, Greece.
- Biomedical Research Foundation of the Academy of Athens (BRFAA), 11527 Athens, Greece.
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30
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Ady J, Thayanithy V, Mojica K, Wong P, Carson J, Rao P, Fong Y, Lou E. Tunneling nanotubes: an alternate route for propagation of the bystander effect following oncolytic viral infection. MOLECULAR THERAPY-ONCOLYTICS 2016; 3:16029. [PMID: 27933314 PMCID: PMC5142513 DOI: 10.1038/mto.2016.29] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Revised: 09/21/2016] [Accepted: 09/22/2016] [Indexed: 12/31/2022]
Abstract
Tunneling nanotubes (TNTs) are ultrafine, filamentous actin-based cytoplasmic extensions which form spontaneously to connect cells at short and long-range distances. We have previously described long-range intercellular communication via TNTs connecting mesothelioma cells in vitro and demonstrated TNTs in intact tumors from patients with mesothelioma. Here, we investigate the ability of TNTs to mediate a viral thymidine kinase based bystander effect after oncolytic viral infection and administration of the nucleoside analog ganciclovir. Using confocal microscopy we assessed the ability of TNTs to propagate enhanced green fluorescent protein (eGFP), which is encoded by the herpes simplex virus NV1066, from infected to uninfected recipient cells. Using time-lapse imaging, we observed eGFP expressed in infected cells being transferred via TNTs to noninfected cells; additionally, increasing fluorescent activity in recipient cells indicated cell-to-cell transmission of the eGFP-expressing NV1066 virus had also occurred. TNTs mediated cell death as a form of direct cell-to-cell transfer following viral thymidine kinase mediated activation of ganciclovir, inducing a unique long-range form of the bystander effect through transmission of activated ganciclovir to nonvirus-infected cells. Thus, we provide proof-of-principle demonstration of a previously unknown and alternative mechanism for inducing apoptosis in noninfected recipient cells. The conceptual advance of this work is that TNTs can be harnessed for delivery of oncolytic viruses and of viral thymidine kinase activated drugs to amplify the bystander effect between cancer cells over long distances in stroma-rich tumor microenvironments.
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Affiliation(s)
- Justin Ady
- Department of Surgery, Memorial Sloan-Kettering Cancer Center , New York, New York, USA
| | - Venugopal Thayanithy
- Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota , Minneapolis, Minnesota, USA
| | - Kelly Mojica
- Department of Surgery, Memorial Sloan-Kettering Cancer Center , New York, New York, USA
| | - Phillip Wong
- Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota , Minneapolis, Minnesota, USA
| | - Joshua Carson
- Department of Surgery, Memorial Sloan-Kettering Cancer Center , New York, New York, USA
| | - Prassanna Rao
- Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota , Minneapolis, Minnesota, USA
| | - Yuman Fong
- Department of Surgery, Memorial Sloan-Kettering Cancer Center , New York, New York, USA
| | - Emil Lou
- Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota , Minneapolis, Minnesota, USA
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31
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Kameta E, Sugimori K, Kaneko T, Ishii T, Miwa H, Sato T, Ishii Y, Sue S, Sasaki T, Yamashita Y, Shibata W, Matsumoto N, Maeda S. Diagnosis of pancreatic lesions collected by endoscopic ultrasound-guided fine-needle aspiration using next-generation sequencing. Oncol Lett 2016; 12:3875-3881. [PMID: 27895743 PMCID: PMC5104195 DOI: 10.3892/ol.2016.5168] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2015] [Accepted: 08/10/2016] [Indexed: 12/25/2022] Open
Abstract
Endoscopic ultrasound-guided fine-needle aspiration (EUF-FNA) has improved the diagnosis of pancreatic lesions. Next-generation sequencing (NGS) facilitates the production of millions of sequences concurrently. Therefore, in the current study, to improve the detectability of oncogenic mutations in pancreatic lesions, an NGS system was used to diagnose EUS-FNA samples. A total of 38 patients with clinically diagnosed EUS-FNA specimens were analyzed; 27 patients had pancreatic ductal adenocarcinoma (PDAC) and 11 had non-PDAC lesions. DNA samples were isolated and sequenced by NGS using an Ion Personal Genome Machine system. The Cancer Hotspot Panel v2, which includes 50 cancer-related genes and 2,790 COSMIC mutations, was used. A >2% mutation frequency was defined as positive. KRAS mutations were detected in 26 of 27 PDAC aspirates (96%) and 0 of 11 non-PDAC lesions (0%). The G12, G13, and Q61 KRAS mutations were found in 25, 0, and 1 of the 27 PDAC samples, respectively. Mutations were confirmed by TaqMan® polymerase chain reaction analysis. TP53 mutations were detected in 12 of 27 PDAC aspirates (44%). SMAD4 was observed in 3 PDAC lesions and cyclin-dependent kinase inhibitor 2A in 4 PDAC lesions. Therefore, the current study was successfully able to develop an NGS assay with high clinical sensitivity for EUS-FNA samples.
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Affiliation(s)
- Eri Kameta
- Department of Gastroenterology, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan
| | - Kazuya Sugimori
- Gastroenterological Centre, Yokohama City University Medical Centre, Yokohama 232-0024, Japan
| | - Takashi Kaneko
- Gastroenterological Centre, Yokohama City University Medical Centre, Yokohama 232-0024, Japan
| | - Tomohiro Ishii
- Gastroenterological Centre, Yokohama City University Medical Centre, Yokohama 232-0024, Japan
| | - Haruo Miwa
- Department of Gastroenterology, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan
| | - Takeshi Sato
- Department of Gastroenterology, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan
| | - Yasuaki Ishii
- Department of Gastroenterology, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan
| | - Soichiro Sue
- Department of Gastroenterology, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan
| | - Tomohiko Sasaki
- Department of Gastroenterology, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan
| | - Yuki Yamashita
- Department of Gastroenterology, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan
| | - Wataru Shibata
- Department of Gastroenterology, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan; Advanced Medical Research Center, Yokohama City University, Yokohama 236-0004, Japan
| | - Naomichi Matsumoto
- Department of Human Genetics, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan
| | - Shin Maeda
- Department of Gastroenterology, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan
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Wang Y, Li Z, Zheng S, Zhou Y, Zhao L, Ye H, Zhao X, Gao W, Fu Z, Zhou Q, Liu Y, Chen R. Expression profile of long non-coding RNAs in pancreatic cancer and their clinical significance as biomarkers. Oncotarget 2016; 6:35684-98. [PMID: 26447755 PMCID: PMC4742134 DOI: 10.18632/oncotarget.5533] [Citation(s) in RCA: 75] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Accepted: 09/21/2015] [Indexed: 12/30/2022] Open
Abstract
Long non-coding RNAs (lncRNAs) have shown great potential as powerful and non-invasive tumor markers. However, little is known about their value as biomarkers in pancreatic cancer (PC). We applied an Arraystar Human LncRNA Microarray which targeting 7419 lncRNAs to determine the lncRNA expression profile in PC and to screen the potential biomarkers. The most increased lncRNAs in PC tissues were HOTTIP-005, XLOC_006390, and RP11-567G11.1. Increased HOTTIP-005 and RP11-567G11.1 expression were poor prognostic factors for patients with PC (n = 144, p < 0.0001). The expression patterns of HOTTIP splice variants in PC were also detected. HOTTIP-005 and HOTTIP-001 were the first and second most increased HOTTIP splice variants, respectively. Plasma HDRF and RDRF (HOTTIP-005 and RP11-567G11.1 derived RNA fragments in plasma/serum) were present in stable form. Their levels were significantly increased in the patients with PC as compared to the healthy controls (n = 127 and 122 respectively, p < 0.0001) and the high levels were derived from PC. HDRF and RDRF levels are promising indicators for distinguishing patients with PC from those without PC. This study identified HOTTIP-005 and RP11-567G11.1 and their plasma fragments with the potential to be used as prognostic and diagnostic biomarkers of PC. Further large-scale prospective studies are needed to confirm our findings.
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Affiliation(s)
- Yingxue Wang
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Hepatopancreatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China 510120
| | - Zhihua Li
- Department of Medical Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China 510120
| | - Shangyou Zheng
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Hepatopancreatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China 510120
| | - Yu Zhou
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Hepatopancreatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China 510120
| | - Lei Zhao
- Department of Radiation Oncology, Sun Yat-Sen University Cancer Center, Guangzhou, China 510060
| | - Huilin Ye
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Hepatopancreatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China 510120
| | - Xiaohui Zhao
- Department of Radiation Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China 510120
| | - Wenchao Gao
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Hepatopancreatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China 510120
| | - Zhiqiang Fu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Hepatopancreatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China 510120
| | - Quanbo Zhou
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Hepatopancreatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China 510120
| | - Yimin Liu
- Department of Radiation Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China 510120
| | - Rufu Chen
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Hepatopancreatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China 510120
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Gutiérrez ML, Corchete L, Teodosio C, Sarasquete ME, del Mar Abad M, Iglesias M, Esteban C, Sayagues JM, Orfao A, Muñoz-Bellvis L. Identification and characterization of the gene expression profiles for protein coding and non-coding RNAs of pancreatic ductal adenocarcinomas. Oncotarget 2016; 6:19070-86. [PMID: 26053098 PMCID: PMC4662476 DOI: 10.18632/oncotarget.4233] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2015] [Accepted: 05/13/2015] [Indexed: 12/13/2022] Open
Abstract
Significant advances have been achieved in recent years in the identification of the genetic and the molecular alterations of pancreatic ductal adenocarcinoma (PDAC). Despite this, at present the understanding of the precise mechanisms involved in the development and malignant transformation of PDAC remain relatively limited. Here, we evaluated for the first time, the molecular heterogeneity of PDAC tumors, through simultaneous assessment of the gene expression profile (GEP) for both coding and non-coding genes of tumor samples from 27 consecutive PDAC patients. Overall, we identified a common GEP for all PDAC tumors, characterized by an increased expression of genes involved in PDAC cell proliferation, local invasion and metastatic capacity, together with a significant alteration of the early steps of the cellular immune response. At the same time, we confirm and extend on previous observations about the genetic complexity of PDAC tumors as revealed by the demonstration of two clearly distinct and unique GEPs (e.g. epithelial-like vs. mesenchymal-like) reflecting the alteration of different signaling pathways involved in the oncogenesis and progression of these tumors. Our results also highlight the potential role of the immune system microenvironment in these tumors, with potential diagnostic and therapeutic implications.
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Affiliation(s)
- María Laura Gutiérrez
- Cytometry Service-NUCLEUS, Department of Medicine, Cancer Research Center (IBMCC-CSIC/USAL) and IBSAL (University of Salamanca), Salamanca, Spain
| | - Luis Corchete
- Cancer Research Center and Service of Hematology (University Hospital of Salamanca), Salamanca, Spain
| | - Cristina Teodosio
- Cytometry Service-NUCLEUS, Department of Medicine, Cancer Research Center (IBMCC-CSIC/USAL) and IBSAL (University of Salamanca), Salamanca, Spain
| | - María Eugenia Sarasquete
- Cancer Research Center and Service of Hematology (University Hospital of Salamanca), Salamanca, Spain
| | - María del Mar Abad
- Department of Pathology (University Hospital of Salamanca), Salamanca, Spain
| | - Manuel Iglesias
- Service of General and Gastrointestinal Surgery and IBSAL (University Hospital of Salamanca), Salamanca, Spain
| | - Carmen Esteban
- Service of General and Gastrointestinal Surgery and IBSAL (University Hospital of Salamanca), Salamanca, Spain
| | - José María Sayagues
- Cytometry Service-NUCLEUS, Department of Medicine, Cancer Research Center (IBMCC-CSIC/USAL) and IBSAL (University of Salamanca), Salamanca, Spain
| | - Alberto Orfao
- Cytometry Service-NUCLEUS, Department of Medicine, Cancer Research Center (IBMCC-CSIC/USAL) and IBSAL (University of Salamanca), Salamanca, Spain
| | - Luis Muñoz-Bellvis
- Service of General and Gastrointestinal Surgery and IBSAL (University Hospital of Salamanca), Salamanca, Spain
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34
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Crawley AS, O'Kennedy RJ. The need for effective pancreatic cancer detection and management: a biomarker-based strategy. Expert Rev Mol Diagn 2016; 15:1339-53. [PMID: 26394703 DOI: 10.1586/14737159.2015.1083862] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Pancreatic cancer (Pa) is generally a very aggressive disease, with few effective approaches available for early diagnosis or therapy. These factors, combined with the aggressiveness and chemoresistance of Pa, results in a bleak outcome post-diagnosis. Cancer-related biomarkers have established capabilities for diagnosis, prognosis and screening and can be exploited to aid in earlier less-invasive diagnosis and optimization of targeted therapies. Pa has only one US FDA-approved biomarker, CA19-9, which has significant limitations. Hence, it is vital that novel biomarkers are identified and validated to diagnose, treat, control and monitor Pa. This review focuses on existing and potential Pa-associated markers and discusses how they may be applied in cohort for improved management of Pa.
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Affiliation(s)
- Aoife S Crawley
- a 1 School of Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Richard J O'Kennedy
- a 1 School of Biotechnology, Dublin City University, Dublin 9, Ireland.,b 2 Biomedical Diagnostics Institute, National Centre for Sensor Research, Dublin City University, Dublin 9, Ireland
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35
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Caceres G, Puskas JA, Magliocco AM. Circulating Tumor Cells: A Window Into Tumor Development and Therapeutic Effectiveness. Cancer Control 2016; 22:167-76. [PMID: 26068761 DOI: 10.1177/107327481502200207] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Circulating tumor cells (CTCs) are an important diagnostic tool for understanding the metastatic process and the development of cancer. METHODS This review covers the background, relevance, and potential limitations of CTCs as a measurement of cancer progression and how information derived from CTCs may affect treatment efficacy. It also highlights the difficulties of characterizing these rare cells due to the limited cell surface molecules unique to CTCs and each particular type of cancer. RESULTS The analysis of cancer in real time, through the measure of the number of CTCs in a " liquid" biopsy specimen, gives us the ability to monitor the therapeutic efficacy of treatments and possibly the metastatic potential of a tumor. CONCLUSIONS Through novel and innovative techniques yielding encouraging results, including microfluidic techniques, isolating and molecularly analyzing CTCs are becoming a reality. CTCs hold promise for understanding how tumors work and potentially aiding in their demise.
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Affiliation(s)
- Gisela Caceres
- Department of Anatomic Pathology, Moffitt Cancer Center, Tampa, FL 33612, USA.
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36
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Molecular landscape of pancreatic cancer: implications for current clinical trials. Oncotarget 2016; 6:4553-61. [PMID: 25714017 PMCID: PMC4467098 DOI: 10.18632/oncotarget.2972] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Accepted: 12/17/2014] [Indexed: 12/18/2022] Open
Abstract
Despite recent improvements, overall survival for advanced adenocarcinoma of the pancreas continues to be poor. In comparison to other tumor types that have enjoyed marked survival benefit by targeting aberrant cell signaling pathways, standard of care treatment for pancreatic cancer is limited to conventional cytotoxic chemotherapy. Multiple pathway aberrations have been documented in pancreatic cancer. A review of the COSMIC database reveals that most pancreatic cancers contain somatic mutations, with the five most frequent being KRAS, TP53, CDKN2A, SMAD4, and ARID1A, and multiple other abnormalities seen including, but not limited to, mutations in STK11/LKB1, FBXW7, PIK3CA, and BRAF. In the era of tumor profiling, these aberrations may provide an opportunity for new therapeutic approaches. Yet, searching clinicaltrials.gov for recent drug intervention trials for pancreatic adenocarcinoma, remarkably few (10 of 116 (8.6%)) new study protocols registered in the last three years included a molecular/biomarker stratification strategy. Enhanced efforts to target subsets of patients with pancreatic cancer in order to optimize therapy benefit are warranted.
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37
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Xie J, Lu X, Wu X, Lin X, Zhang C, Huang X, Chang Z, Wang X, Wen C, Tang X, Shi M, Zhan Q, Chen H, Deng X, Peng C, Li H, Fang Y, Shao Y, Shen B. Capture-based next-generation sequencing reveals multiple actionable mutations in cancer patients failed in traditional testing. Mol Genet Genomic Med 2016; 4:262-72. [PMID: 27247954 PMCID: PMC4867560 DOI: 10.1002/mgg3.201] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Revised: 12/10/2015] [Accepted: 12/12/2015] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Targeted therapies including monoclonal antibodies and small molecule inhibitors have dramatically changed the treatment of cancer over past 10 years. Their therapeutic advantages are more tumor specific and with less side effects. For precisely tailoring available targeted therapies to each individual or a subset of cancer patients, next-generation sequencing (NGS) has been utilized as a promising diagnosis tool with its advantages of accuracy, sensitivity, and high throughput. METHODS We developed and validated a NGS-based cancer genomic diagnosis targeting 115 prognosis and therapeutics relevant genes on multiple specimen including blood, tumor tissue, and body fluid from 10 patients with different cancer types. The sequencing data was then analyzed by the clinical-applicable analytical pipelines developed in house. RESULTS We have assessed analytical sensitivity, specificity, and accuracy of the NGS-based molecular diagnosis. Also, our developed analytical pipelines were capable of detecting base substitutions, indels, and gene copy number variations (CNVs). For instance, several actionable mutations of EGFR,PIK3CA,TP53, and KRAS have been detected for indicating drug susceptibility and resistance in the cases of lung cancer. CONCLUSION Our study has shown that NGS-based molecular diagnosis is more sensitive and comprehensive to detect genomic alterations in cancer, and supports a direct clinical use for guiding targeted therapy.
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Affiliation(s)
- Jing Xie
- Research Institute of Pancreatic DiseaseRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Department of PathologyRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Xiongxiong Lu
- Research Institute of Pancreatic DiseaseRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Pancreatic Disease CentreRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Xue Wu
- Department of Research and Development Geneseeq Technology Inc. Toronto Ontario Canada
| | - Xiaoyi Lin
- Department of Laboratory Medicine Ruijin Hospital School of Medicine Shanghai Jiao Tong University Shanghai China
| | - Chao Zhang
- Department of Research and Development Geneseeq Technology Inc. Toronto Ontario Canada
| | - Xiaofang Huang
- Department of Research and Development Geneseeq Technology Inc. Toronto Ontario Canada
| | - Zhili Chang
- Department of Research and Development Geneseeq Technology Inc. Toronto Ontario Canada
| | - Xinjing Wang
- Research Institute of Pancreatic DiseaseRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Pancreatic Disease CentreRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Shanghai Institute of Digestive SurgeryRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Chenlei Wen
- Research Institute of Pancreatic DiseaseRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Pancreatic Disease CentreRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Shanghai Institute of Digestive SurgeryRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Xiaomei Tang
- Research Institute of Pancreatic DiseaseRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Pancreatic Disease CentreRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Shanghai Institute of Digestive SurgeryRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Minmin Shi
- Research Institute of Pancreatic DiseaseRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Pancreatic Disease CentreRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Shanghai Institute of Digestive SurgeryRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Qian Zhan
- Research Institute of Pancreatic DiseaseRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Pancreatic Disease CentreRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Hao Chen
- Research Institute of Pancreatic DiseaseRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Pancreatic Disease CentreRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Shanghai Institute of Digestive SurgeryRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Xiaxing Deng
- Research Institute of Pancreatic DiseaseRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Pancreatic Disease CentreRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Shanghai Institute of Digestive SurgeryRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Chenghong Peng
- Research Institute of Pancreatic DiseaseRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Pancreatic Disease CentreRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Shanghai Institute of Digestive SurgeryRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Hongwei Li
- Pancreatic Disease Centre Ruijin Hospital School of Medicine Shanghai Jiao Tong University Shanghai China
| | - Yuan Fang
- Research Institute of Pancreatic DiseaseRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Pancreatic Disease CentreRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Shanghai Institute of Digestive SurgeryRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Yang Shao
- Department of Research and DevelopmentGeneseeq Technology Inc.TorontoOntarioCanada; Department of Medical BiophysicsUniversity of TorontoTorontoOntarioCanada
| | - Baiyong Shen
- Research Institute of Pancreatic DiseaseRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Pancreatic Disease CentreRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina; Shanghai Institute of Digestive SurgeryRuijin HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
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Murphy SJ, Hart SN, Halling GC, Johnson SH, Smadbeck JB, Drucker T, Lima JF, Rohakhtar FR, Harris FR, Kosari F, Subramanian S, Petersen GM, Wiltshire TD, Kipp BR, Truty MJ, McWilliams RR, Couch FJ, Vasmatzis G. Integrated Genomic Analysis of Pancreatic Ductal Adenocarcinomas Reveals Genomic Rearrangement Events as Significant Drivers of Disease. Cancer Res 2015; 76:749-61. [PMID: 26676757 DOI: 10.1158/0008-5472.can-15-2198] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Accepted: 11/20/2015] [Indexed: 02/07/2023]
Abstract
Many somatic mutations have been detected in pancreatic ductal adenocarcinoma (PDAC), leading to the identification of some key drivers of disease progression, but the involvement of large genomic rearrangements has often been overlooked. In this study, we performed mate pair sequencing (MPseq) on genomic DNA from 24 PDAC tumors, including 15 laser-captured microdissected PDAC and 9 patient-derived xenografts, to identify genome-wide rearrangements. Large genomic rearrangements with intragenic breakpoints altering key regulatory genes involved in PDAC progression were detected in all tumors. SMAD4, ZNF521, and FHIT were among the most frequently hit genes. Conversely, commonly reported genes with copy number gains, including MYC and GATA6, were frequently observed in the absence of direct intragenic breakpoints, suggesting a requirement for sustaining oncogenic function during PDAC progression. Integration of data from MPseq, exome sequencing, and transcriptome analysis of primary PDAC cases identified limited overlap in genes affected by both rearrangements and point mutations. However, significant overlap was observed in major PDAC-associated signaling pathways, with all PDAC exhibiting reduced SMAD4 expression, reduced SMAD-dependent TGFβ signaling, and increased WNT and Hedgehog signaling. The frequent loss of SMAD4 and FHIT due to genomic rearrangements strongly implicates these genes as key drivers of PDAC, thus highlighting the strengths of an integrated genomic and transcriptomic approach for identifying mechanisms underlying disease initiation and progression.
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Affiliation(s)
- Stephen J Murphy
- Department of Biomarker Discovery, Center for Individualized Medicine, Rochester, Minnesota. Department of Molecular Medicine, Mayo Clinic, Rochester, Minnesota
| | - Steven N Hart
- Health Sciences Research, Mayo Clinic, Rochester, Minnesota
| | - Geoffrey C Halling
- Department of Biomarker Discovery, Center for Individualized Medicine, Rochester, Minnesota. Department of Molecular Medicine, Mayo Clinic, Rochester, Minnesota
| | - Sarah H Johnson
- Department of Biomarker Discovery, Center for Individualized Medicine, Rochester, Minnesota. Department of Molecular Medicine, Mayo Clinic, Rochester, Minnesota
| | - James B Smadbeck
- Department of Biomarker Discovery, Center for Individualized Medicine, Rochester, Minnesota. Department of Molecular Medicine, Mayo Clinic, Rochester, Minnesota
| | - Travis Drucker
- Department of Biomarker Discovery, Center for Individualized Medicine, Rochester, Minnesota
| | - Joema Felipe Lima
- Department of Biomarker Discovery, Center for Individualized Medicine, Rochester, Minnesota
| | | | - Faye R Harris
- Department of Biomarker Discovery, Center for Individualized Medicine, Rochester, Minnesota. Department of Molecular Medicine, Mayo Clinic, Rochester, Minnesota
| | - Farhad Kosari
- Department of Biomarker Discovery, Center for Individualized Medicine, Rochester, Minnesota. Department of Molecular Medicine, Mayo Clinic, Rochester, Minnesota
| | | | | | - Timothy D Wiltshire
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Benjamin R Kipp
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Mark J Truty
- Department of Surgery, Mayo Clinic, Rochester, Minnesota
| | | | - Fergus J Couch
- Health Sciences Research, Mayo Clinic, Rochester, Minnesota. Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota.
| | - George Vasmatzis
- Department of Biomarker Discovery, Center for Individualized Medicine, Rochester, Minnesota. Department of Molecular Medicine, Mayo Clinic, Rochester, Minnesota.
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He J, Ahuja N. Personalized Approaches to Gastrointestinal Cancers: Importance of Integrating Genomic Information to Guide Therapy. Surg Clin North Am 2015; 95:1081-94. [PMID: 26315525 DOI: 10.1016/j.suc.2015.05.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Cancers are characterized by complex tumor heterogeneity driven by subclones with differential genotypes and phenotypes, which then drives cancer behavior. As genomic strategies become feasible on smaller samples such as biopsies, coupled with decreasing costs of these approaches, clinicians will increasingly use genomic information to drive therapeutic decision making. Early applications of such personalized approaches are discussed. Genetic testing of high-risk family members may identify patients with germline mutations who can have prophylactic surgeries as a cancer prevention strategy. This article discusses examples of successful targeted therapy. Clinical trials need to incorporate genetic testing to stratify patients into different groups.
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Affiliation(s)
- Jin He
- Department of Surgery, The Johns Hopkins University School of Medicine, 600 North Wolfe Street, Blalock 1202, Baltimore, MD 21287, USA
| | - Nita Ahuja
- Department of Surgery, The Johns Hopkins University School of Medicine, 600 North Wolfe Street, Blalock 685, Baltimore, MD 21287, USA.
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Zota VE, Magliocco AM. Molecular Technologies in the Clinical Diagnostic Laboratory. Cancer Control 2015; 22:142-51. [PMID: 26068758 DOI: 10.1177/107327481502200204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND New technologies for molecular analysis are increasing our ability to diagnose cancer. METHODS Several molecular analysis technologies are reviewed and their use in the clinical laboratory is discussed. RESULTS Select key technologies, including polymerase chain reaction and next-generation sequencing, are helping transform our ability to analyze cancer specimens. As these technological advances become more and more incorporated into routine diagnostic testing, our classification systems are likely to be impacted and our approach to treatment transformed. The routine use of such technology also brings challenges for analysis and reimbursement. CONCLUSION These advances in technology will change the way we diagnose, monitor, and treat patients with cancer.
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Affiliation(s)
- Victor E Zota
- Department of Anatomic Pathology, Moffitt Cancer Center, Tampa, FL 33612, USA.
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Abstract
Cancer is caused by the accumulation of inherited and/or acquired alterations in specific genes. The recent decline in the cost of DNA sequencing has allowed tumor sequencing to be conducted on a large scale, which, in turn, has led to an unprecedented understanding of the genetic events that drive neoplasia. This understanding, when integrated with meticulous histologic analyses and with clinical findings, has direct clinical implications. The recent sequencing of all of the major types of cystic and noncystic neoplasms of the pancreas has revealed opportunities for molecular diagnoses and for personalized treatment. This review summarizes the results from these recent studies focusing on the clinical relevance of genomic data.
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Maftouh M, Avan A, Funel N, Frampton AE, Fiuji H, Pelliccioni S, Castellano L, Galla V, Peters GJ, Giovannetti E. miR-211 modulates gemcitabine activity through downregulation of ribonucleotide reductase and inhibits the invasive behavior of pancreatic cancer cells. NUCLEOSIDES NUCLEOTIDES & NUCLEIC ACIDS 2015; 33:384-93. [PMID: 24940696 DOI: 10.1080/15257770.2014.891741] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Only a subset of radically-resected pancreatic ductal adenocarcinoma (PDAC) patients benefit from gemcitabine-based chemotherapy, thus the identification of novel prognostic factors is essential. In a high-throughput, microRNA (miRNA) array, miR-211 emerged as the best discriminating miRNA, with high expression associated with long survival. Here, we further explored the biological role of miRNA-211 in gemcitabine activity in the human PDAC cells (SUIT-2) subclones SUIT2-007 and SUIT2-028. Our results showed that miR-211 was expressed differentially in PDAC cells characterized by differential metastatic capability. In particular, S2-028 with lower metastatic ability had a higher expression of miR-211, compared to the S2-007 with higher metastatic capacity. Enforced expression of miR-211 via pre-miR-211 significantly reduced cell migration and invasion (e.g., 40% reduction of invasion of SUIT2 cells, compared to control; p<.05). Moreover, we demonstrated that induction of the miR-211 expression in the cells increased the sensitivity to gemcitabine and reduced the expression of its target ribonucleotide reductase subunit 2 (RRM2). In conclusion, miR-211 functional analyses suggested the role of RRM2 as a target of miR-211 in the modulation of gemcitabine sensitivity. Moreover, inhibition of cell migration and invasion might explain the less aggressive behavior of pancreatic cancer cells with higher expression levels of miR-211.
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Affiliation(s)
- Mina Maftouh
- a Department of Medical Oncology , VU University Medical Center , Amsterdam , Amsterdam , The Netherlands
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Goecks J, El-Rayes BF, Maithel SK, Khoury HJ, Taylor J, Rossi MR. Open pipelines for integrated tumor genome profiles reveal differences between pancreatic cancer tumors and cell lines. Cancer Med 2015; 4:392-403. [PMID: 25594743 PMCID: PMC4380965 DOI: 10.1002/cam4.360] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2014] [Revised: 07/22/2014] [Accepted: 08/21/2014] [Indexed: 01/06/2023] Open
Abstract
We describe open, reproducible pipelines that create an integrated genomic profile of a cancer and use the profile to find mutations associated with disease and potentially useful drugs. These pipelines analyze high-throughput cancer exome and transcriptome sequence data together with public databases to find relevant mutations and drugs. The three pipelines that we have developed are: (1) an exome analysis pipeline, which uses whole or targeted tumor exome sequence data to produce a list of putative variants (no matched normal data are needed); (2) a transcriptome analysis pipeline that processes whole tumor transcriptome sequence (RNA-seq) data to compute gene expression and find potential gene fusions; and (3) an integrated variant analysis pipeline that uses the tumor variants from the exome pipeline and tumor gene expression from the transcriptome pipeline to identify deleterious and druggable mutations in all genes and in highly expressed genes. These pipelines are integrated into the popular Web platform Galaxy at http://usegalaxy.org/cancer to make them accessible and reproducible, thereby providing an approach for doing standardized, distributed analyses in clinical studies. We have used our pipeline to identify similarities and differences between pancreatic adenocarcinoma cancer cell lines and primary tumors.
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Affiliation(s)
- Jeremy Goecks
- Computational Biology Institute, George Washington University, Ashburn, Virginia, 20147
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Szelinger S, Malenica I, Corneveaux JJ, Siniard AL, Kurdoglu AA, Ramsey KM, Schrauwen I, Trent JM, Narayanan V, Huentelman MJ, Craig DW. Characterization of X chromosome inactivation using integrated analysis of whole-exome and mRNA sequencing. PLoS One 2014; 9:e113036. [PMID: 25503791 PMCID: PMC4264736 DOI: 10.1371/journal.pone.0113036] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Accepted: 09/23/2014] [Indexed: 12/30/2022] Open
Abstract
In females, X chromosome inactivation (XCI) is an epigenetic, gene dosage compensatory mechanism by inactivation of one copy of X in cells. Random XCI of one of the parental chromosomes results in an approximately equal proportion of cells expressing alleles from either the maternally or paternally inherited active X, and is defined by the XCI ratio. Skewed XCI ratio is suggestive of non-random inactivation, which can play an important role in X-linked genetic conditions. Current methods rely on indirect, semi-quantitative DNA methylation-based assay to estimate XCI ratio. Here we report a direct approach to estimate XCI ratio by integrated, family-trio based whole-exome and mRNA sequencing using phase-by-transmission of alleles coupled with allele-specific expression analysis. We applied this method to in silico data and to a clinical patient with mild cognitive impairment but no clear diagnosis or understanding molecular mechanism underlying the phenotype. Simulation showed that phased and unphased heterozygous allele expression can be used to estimate XCI ratio. Segregation analysis of the patient's exome uncovered a de novo, interstitial, 1.7 Mb deletion on Xp22.31 that originated on the paternally inherited X and previously been associated with heterogeneous, neurological phenotype. Phased, allelic expression data suggested an 83∶20 moderately skewed XCI that favored the expression of the maternally inherited, cytogenetically normal X and suggested that the deleterious affect of the de novo event on the paternal copy may be offset by skewed XCI that favors expression of the wild-type X. This study shows the utility of integrated sequencing approach in XCI ratio estimation.
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Affiliation(s)
- Szabolcs Szelinger
- Center for Rare Childhood Disorders, The Translational Genomics Research Institute, Phoenix, Arizona, United States of America
- Molecular and Cellular Biology Interdisciplinary Graduate Program, College of Liberal Arts and Sciences, Arizona State University, Tempe, Arizona, United States of America
| | - Ivana Malenica
- Center for Rare Childhood Disorders, The Translational Genomics Research Institute, Phoenix, Arizona, United States of America
| | - Jason J. Corneveaux
- Center for Rare Childhood Disorders, The Translational Genomics Research Institute, Phoenix, Arizona, United States of America
| | - Ashley L. Siniard
- Center for Rare Childhood Disorders, The Translational Genomics Research Institute, Phoenix, Arizona, United States of America
| | - Ahmet A. Kurdoglu
- Center for Rare Childhood Disorders, The Translational Genomics Research Institute, Phoenix, Arizona, United States of America
| | - Keri M. Ramsey
- Center for Rare Childhood Disorders, The Translational Genomics Research Institute, Phoenix, Arizona, United States of America
| | - Isabelle Schrauwen
- Center for Rare Childhood Disorders, The Translational Genomics Research Institute, Phoenix, Arizona, United States of America
- Department of Medical Genetics, University of Antwerp, Antwerp, Belgium
| | - Jeffrey M. Trent
- Genetic Basis of Human Disease Division, The Translational Genomics Research Institute, Phoenix, Arizona, United States of America
| | - Vinodh Narayanan
- Center for Rare Childhood Disorders, The Translational Genomics Research Institute, Phoenix, Arizona, United States of America
- Neurology Research, Barrow Neurological Institute, Phoenix, Arizona, United States of America
| | - Matthew J. Huentelman
- Center for Rare Childhood Disorders, The Translational Genomics Research Institute, Phoenix, Arizona, United States of America
| | - David W. Craig
- Center for Rare Childhood Disorders, The Translational Genomics Research Institute, Phoenix, Arizona, United States of America
- * E-mail:
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Molecular characterization of patient-derived human pancreatic tumor xenograft models for preclinical and translational development of cancer therapeutics. Neoplasia 2014; 15:1138-50. [PMID: 24204193 DOI: 10.1593/neo.13922] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2013] [Revised: 08/01/2013] [Accepted: 08/07/2013] [Indexed: 12/16/2022] Open
Abstract
Preclinical evaluation of novel cancer agents requires models that accurately reflect the biology and molecular characteristics of human tumors. Molecular profiles of eight pancreatic ductal adenocarcinoma patient tumors were compared to corresponding passages of xenografts obtained by grafting tumor fragments into immunocompromised mice. Molecular characterization was performed by copy number analysis, gene expression and microRNA microarrays, mutation analysis, short tandem repeat (STR) profiling, and immunohistochemistry. Xenografts were found to be highly representative of their respective tumors, with a high degree of genetic stability observed by STR profiling and mutation analysis. Copy number variation (CNV) profiles of early and late xenograft passages were similar, with recurrent losses on chromosomes 1p, 3p, 4q, 6, 8p, 9, 10, 11q, 12p, 15q, 17, 18, 20p, and 21 and gains on 1q, 5p, 8q, 11q, 12q, 13q, 19q, and 20q. Pearson correlations of gene expression profiles of tumors and xenograft passages were above 0.88 for all models. Gene expression patterns between early and late passage xenografts were highly stable for each individual model. Changes observed in xenograft passages largely corresponded to human stromal compartment genes and inflammatory processes. While some differences exist between the primary tumors and corresponding xenografts, the molecular profiles remain stable after extensive passaging. Evidence for stability in molecular characteristics after several rounds of passaging lends confidence to clinical relevance and allows for expansion of models to generate the requisite number of animals required for cohorts used in drug screening and development studies.
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Ormanns S, Siveke JT, Heinemann V, Haas M, Sipos B, Schlitter AM, Esposito I, Jung A, Laubender RP, Kruger S, Vehling-Kaiser U, Winkelmann C, Fischer von Weikersthal L, Clemens MR, Gauler TC, Märten A, Geissler M, Greten TF, Kirchner T, Boeck S. pERK, pAKT and p53 as tissue biomarkers in erlotinib-treated patients with advanced pancreatic cancer: a translational subgroup analysis from AIO-PK0104. BMC Cancer 2014; 14:624. [PMID: 25164437 PMCID: PMC4152581 DOI: 10.1186/1471-2407-14-624] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2014] [Accepted: 08/19/2014] [Indexed: 01/05/2023] Open
Abstract
Background The role of pERK, pAKT and p53 as biomarkers in patients with advanced pancreatic cancer has not yet been defined. Methods Within the phase III study AIO-PK0104 281 patients with advanced pancreatic cancer received an erlotinib-based 1st-line regimen. Archival tissue from 153 patients was available for central immunohistochemistry staining for pERK, pAKT and p53. Within a subgroup analysis, biomarker data were correlated with efficacy endpoints and skin rash using a Cox regression model. Results Fifty-five out of 153 patients were classified as pERKlow and 98 patients as pERKhigh; median overall survival (OS) was 6.2 months and 5.7 months, respectively (HR 1.29, p = 0.16). When analysing pERK as continuous variable, the pERK score was significantly associated with OS (HR 1.06, 95% CI 1.0-1.12, p = 0.05). Twenty-one of 35 patients were pAKTlow and 14/35 pAKThigh with a corresponding median OS of 6.4 months and 6.8 months, respectively (HR 1.03, p = 0.93). Four out of 50 patients had a complete loss of p53 expression, 20 patients a regular expression and 26 patients had tumors with p53 overexpression. The p53 status had no impact on OS (p = 0.91); however, a significant improvement in progression-free survival (PFS) (6.0 vs 1.8 months, HR 0.24, p = 0.02) and a higher rate of skin rash (84% vs 25%, p = 0.02) was observed for patients with a regular p53 expression compared to patients with a complete loss of p53. Conclusion pERK expression may have an impact on OS in erlotinib-treated patients with advanced pancreatic cancer; p53 should be further investigated for its potential role as a predictive marker for PFS and skin rash. Trial registration NCT00440167 (registration date: February 22, 2007). Electronic supplementary material The online version of this article (doi:10.1186/1471-2407-14-624) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Stefan Boeck
- Department of Internal Medicine III and Comprehensive Cancer Center, Klinikum Grosshadern, Ludwig-Maximilians-University of Munich, München, Germany.
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Gutiérrez ML, Muñoz-Bellvis L, Sarasquete ME, Hernández-Mejía DG, Abad MDM, Bengoechea O, Corchete L, González-González M, García-García J, Gonzalez M, Mota I, Orfao A, Sayagues JM. Altered interphase fluorescence in situ hybridization profiles of chromosomes 4, 8q24, and 9q34 in pancreatic ductal adenocarcinoma are associated with a poorer patient outcome. J Mol Diagn 2014; 16:648-59. [PMID: 25157969 DOI: 10.1016/j.jmoldx.2014.06.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2014] [Revised: 05/21/2014] [Accepted: 06/24/2014] [Indexed: 02/09/2023] Open
Abstract
Most patients with pancreatic ductal adenocarcinoma (PDAC) die within 6 months of diagnosis. However, 20% to 25% patients undergoing total tumor resection remain alive and disease-free 5 years after diagnostic surgery. Few studies on tumor markers have predicted patient prognosis and/or survival. We evaluated the effect of tumor cytogenetic copy number changes detected by interphase fluorescence in situ hybridization on overall survival (OS) of 55 PDAC patients. The prognostic value of copy number changes showing an effect on OS was validated in an external cohort of 44 surgically resected PDAC patients by comparative genomic hybridization arrays, and the genes coded in altered chromosomes with prognostic value were identified by high-density single-nucleotide polymorphism arrays in 20 cases. Copy number changes of chromosomes 4 and 9q34 with gains of 8q24 were independently associated with shorter OS. On the basis of these three chromosomal alterations, a score is proposed that identifies patients with significantly different (P < 0.001) 5-year OS rates: 60% ± 20%, 16% ± 8%, and 0% ± 0%, respectively. Our results show an association between tumor cytogenetics and OS of PDAC patients and provide the basis for further prognostic stratification of patients undergoing complete tumor resection. Further studies to identify specific genes coded in these chromosomes and their functional consequences are necessary to understand the clinical effect of these changes.
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Affiliation(s)
- María L Gutiérrez
- Cytometry General Service-NUCLEUS, Department of Medicine and Cancer Center Research and Institute of Molecular Biology and Cellular Oncology, Institute of Biomedical Research of Salamanca, University of Salamanca, Salamanca, Spain
| | - Luis Muñoz-Bellvis
- Department of General and Digestive Surgery, University Hospital of Salamanca, Salamanca, Spain
| | - María E Sarasquete
- Hematology Service, Institute of Biomedical Research of Salamanca, University Hospital of Salamanca, Cancer Center Research and Institute of Molecular Biology and Cellular Oncology, Salamanca, Spain
| | - David G Hernández-Mejía
- Cytometry General Service-NUCLEUS, Department of Medicine and Cancer Center Research and Institute of Molecular Biology and Cellular Oncology, Institute of Biomedical Research of Salamanca, University of Salamanca, Salamanca, Spain
| | - María del Mar Abad
- Department of Pathology, University Hospital of Salamanca, Salamanca, Spain
| | - Oscar Bengoechea
- Department of Pathology, University Hospital of Salamanca, Salamanca, Spain
| | - Luis Corchete
- Hematology Service, Institute of Biomedical Research of Salamanca, University Hospital of Salamanca, Cancer Center Research and Institute of Molecular Biology and Cellular Oncology, Salamanca, Spain
| | - María González-González
- Cytometry General Service-NUCLEUS, Department of Medicine and Cancer Center Research and Institute of Molecular Biology and Cellular Oncology, Institute of Biomedical Research of Salamanca, University of Salamanca, Salamanca, Spain
| | - Jacinto García-García
- Department of General and Digestive Surgery, University Hospital of Salamanca, Salamanca, Spain
| | - Marcos Gonzalez
- Hematology Service, Institute of Biomedical Research of Salamanca, University Hospital of Salamanca, Cancer Center Research and Institute of Molecular Biology and Cellular Oncology, Salamanca, Spain
| | - Ines Mota
- Cytometry General Service-NUCLEUS, Department of Medicine and Cancer Center Research and Institute of Molecular Biology and Cellular Oncology, Institute of Biomedical Research of Salamanca, University of Salamanca, Salamanca, Spain
| | - Alberto Orfao
- Cytometry General Service-NUCLEUS, Department of Medicine and Cancer Center Research and Institute of Molecular Biology and Cellular Oncology, Institute of Biomedical Research of Salamanca, University of Salamanca, Salamanca, Spain.
| | - José M Sayagues
- Cytometry General Service-NUCLEUS, Department of Medicine and Cancer Center Research and Institute of Molecular Biology and Cellular Oncology, Institute of Biomedical Research of Salamanca, University of Salamanca, Salamanca, Spain
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Kruger S, Haas M, Ormanns S, Bächmann S, Siveke JT, Kirchner T, Heinemann V, Boeck S. Translational research in pancreatic ductal adenocarcinoma: current evidence and future concepts. World J Gastroenterol 2014; 20:10769-77. [PMID: 25152580 PMCID: PMC4138457 DOI: 10.3748/wjg.v20.i31.10769] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2013] [Revised: 01/26/2014] [Accepted: 04/08/2014] [Indexed: 02/06/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDA) is one of the major causes for cancer death worldwide. Treatment of metastatic disease remains challenging as only certain patients benefit from advances made with the intensified chemotherapy regimen folinic acid, irinotecan and oxaliplatin, the epidermal growth factor receptor inhibitor erlotinib or the recently FDA-approved nab-paclitaxel. Up to date, no established approach for prediction of treatment response or specific treatment allocation exists. Translational research was able to identify a number of potential biomarkers that might help to improve the dismal prognosis of PDA by facilitating upfront treatment allocation. This topic highlight is focused on current evidence on potential biomarkers for tumor biology, prognosis and prediction of treatment efficacy.
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Shanmugam V, Ramanathan RK, Lavender NA, Sinari S, Chadha M, Liang WS, Kurdoglu A, Izatt T, Christoforides A, Benson H, Phillips L, Baker A, Murray C, Hostetter G, Von Hoff DD, Craig DW, Carpten JD. Whole genome sequencing reveals potential targets for therapy in patients with refractory KRAS mutated metastatic colorectal cancer. BMC Med Genomics 2014; 7:36. [PMID: 24943349 PMCID: PMC4074842 DOI: 10.1186/1755-8794-7-36] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2013] [Accepted: 05/29/2014] [Indexed: 02/08/2023] Open
Abstract
Background The outcome of patients with metastatic colorectal carcinoma (mCRC) following first line therapy is poor, with median survival of less than one year. The purpose of this study was to identify candidate therapeutically targetable somatic events in mCRC patient samples by whole genome sequencing (WGS), so as to obtain targeted treatment strategies for individual patients. Methods Four patients were recruited, all of whom had received > 2 prior therapy regimens. Percutaneous needle biopsies of metastases were performed with whole blood collection for the extraction of constitutional DNA. One tumor was not included in this study as the quality of tumor tissue was not sufficient for further analysis. WGS was performed using Illumina paired end chemistry on HiSeq2000 sequencing systems, which yielded coverage of greater than 30X for all samples. NGS data were processed and analyzed to detect somatic genomic alterations including point mutations, indels, copy number alterations, translocations and rearrangements. Results All 3 tumor samples had KRAS mutations, while 2 tumors contained mutations in the APC gene and the PIK3CA gene. Although we did not identify a TCF7L2-VTI1A translocation, we did detect a TCF7L2 mutation in one tumor. Among the other interesting mutated genes was INPPL1, an important gene involved in PI3 kinase signaling. Functional studies demonstrated that inhibition of INPPL1 reduced growth of CRC cells, suggesting that INPPL1 may promote growth in CRC. Conclusions Our study further supports potential molecularly defined therapeutic contexts that might provide insights into treatment strategies for refractory mCRC. New insights into the role of INPPL1 in colon tumor cell growth have also been identified. Continued development of appropriate targeted agents towards specific events may be warranted to help improve outcomes in CRC.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - John D Carpten
- Translational Genomics Research Institute (TGen), 445 N Fifth Street, Phoenix, AZ 85004, USA.
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50
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Ansari D, Aronsson L, Sasor A, Welinder C, Rezeli M, Marko-Varga G, Andersson R. The role of quantitative mass spectrometry in the discovery of pancreatic cancer biomarkers for translational science. J Transl Med 2014; 12:87. [PMID: 24708694 PMCID: PMC3998064 DOI: 10.1186/1479-5876-12-87] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Accepted: 03/13/2014] [Indexed: 02/06/2023] Open
Abstract
In the post-genomic era, it has become evident that genetic changes alone are not sufficient to understand most disease processes including pancreatic cancer. Genome sequencing has revealed a complex set of genetic alterations in pancreatic cancer such as point mutations, chromosomal losses, gene amplifications and telomere shortening that drive cancerous growth through specific signaling pathways. Proteome-based approaches are important complements to genomic data and provide crucial information of the target driver molecules and their post-translational modifications. By applying quantitative mass spectrometry, this is an alternative way to identify biomarkers for early diagnosis and personalized medicine. We review the current quantitative mass spectrometric technologies and analyses that have been developed and applied in the last decade in the context of pancreatic cancer. Examples of candidate biomarkers that have been identified from these pancreas studies include among others, asporin, CD9, CXC chemokine ligand 7, fibronectin 1, galectin-1, gelsolin, intercellular adhesion molecule 1, insulin-like growth factor binding protein 2, metalloproteinase inhibitor 1, stromal cell derived factor 4, and transforming growth factor beta-induced protein. Many of these proteins are involved in various steps in pancreatic tumor progression including cell proliferation, adhesion, migration, invasion, metastasis, immune response and angiogenesis. These new protein candidates may provide essential information for the development of protein diagnostics and targeted therapies. We further argue that new strategies must be advanced and established for the integration of proteomic, transcriptomic and genomic data, in order to enhance biomarker translation. Large scale studies with meta data processing will pave the way for novel and unexpected correlations within pancreatic cancer, that will benefit the patient, with targeted treatment.
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Affiliation(s)
| | | | | | | | | | | | - Roland Andersson
- Department of Surgery, Clinical Sciences Lund, Lund University, and Skåne University Hospital, SE-221 85 Lund, Sweden.
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