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Oketch DJA, Giulietti M, Piva F. Copy Number Variations in Pancreatic Cancer: From Biological Significance to Clinical Utility. Int J Mol Sci 2023; 25:391. [PMID: 38203561 PMCID: PMC10779192 DOI: 10.3390/ijms25010391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 12/20/2023] [Accepted: 12/24/2023] [Indexed: 01/12/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the most common type of pancreatic cancer, characterized by high tumor heterogeneity and a poor prognosis. Inter- and intra-tumoral heterogeneity in PDAC is a major obstacle to effective PDAC treatment; therefore, it is highly desirable to explore the tumor heterogeneity and underlying mechanisms for the improvement of PDAC prognosis. Gene copy number variations (CNVs) are increasingly recognized as a common and heritable source of inter-individual variation in genomic sequence. In this review, we outline the origin, main characteristics, and pathological aspects of CNVs. We then describe the occurrence of CNVs in PDAC, including those that have been clearly shown to have a pathogenic role, and further highlight some key examples of their involvement in tumor development and progression. The ability to efficiently identify and analyze CNVs in tumor samples is important to support translational research and foster precision oncology, as copy number variants can be utilized to guide clinical decisions. We provide insights into understanding the CNV landscapes and the role of both somatic and germline CNVs in PDAC, which could lead to significant advances in diagnosis, prognosis, and treatment. Although there has been significant progress in this field, understanding the full contribution of CNVs to the genetic basis of PDAC will require further research, with more accurate CNV assays such as single-cell techniques and larger cohorts than have been performed to date.
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Affiliation(s)
| | - Matteo Giulietti
- Department of Specialistic Clinical and Odontostomatological Sciences, Polytechnic University of Marche, 60131 Ancona, Italy
| | - Francesco Piva
- Department of Specialistic Clinical and Odontostomatological Sciences, Polytechnic University of Marche, 60131 Ancona, Italy
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Genomic Instability of Circulating Tumor DNA as a Prognostic Marker for Pancreatic Cancer Survival: A Prospective Cohort Study. Cancers (Basel) 2021; 13:cancers13215466. [PMID: 34771630 PMCID: PMC8582446 DOI: 10.3390/cancers13215466] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 10/18/2021] [Accepted: 10/27/2021] [Indexed: 12/26/2022] Open
Abstract
Simple Summary This prospective cohort study showed that circulating tumor DNA-genomic instability (ctDNA-GI) I-scores, which was defined as the natural logarithm of the sum of LOESS-normalized Z-scores of sequenced reads in 1 Mb bins, are prognostic of the outcome of either localized or metastatic pancreatic adenocarcinoma. At baseline, 24.1% of patients had high genomic instability with I-score. Multivariable analyses demonstrated I-score was a significant factor for progression-free survival and overall survival. Abstract Genomic instability of circulating tumor DNA (ctDNA) as a prognostic biomarker has not been evaluated in pancreatic cancer. We investigated the role of the genomic instability index of ctDNA in pancreatic ductal adenocarcinoma (PDAC). We prospectively enrolled 315 patients newly diagnosed with resectable (n = 110), locally advanced (n = 78), and metastatic (n = 127) PDAC from March 2015 through January 2020. Low-depth whole-genome cell-free DNA sequencing identified genome-wide copy number alterations using instability score (I-score) to reflect genome-wide instability. Plasma cell-free and matched tumor tissue DNA from 15 patients with resectable pancreatic cancer was sequenced to assess the concordance of chromosomal copy number alteration profiles. Associations of I-score with clinical factors or survival were assessed. Seventy-six patients had high genomic instability with I-score > 7.3 in pre-treatment ctDNA; proportions of high I-score were 5.5%, 5.1%, and 52% in resectable, locally advanced, and metastatic stages, respectively. Correlation coefficients between Z-scores of plasma and tissue DNA at segment resolution were high (r2 = 0.82). Univariable analysis showed the association of I-score with progression-free survival in each stage. Multivariable analyses demonstrated that clinical stage-adjusted I-scores were significant factors for progression-free and overall survival. In these patients, ctDNA genomic I-scores provided prognostic information relevant to progression-free survival in each clinical stage.
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Gutiérrez ML, Muñoz-Bellvís L, Orfao A. Genomic Heterogeneity of Pancreatic Ductal Adenocarcinoma and Its Clinical Impact. Cancers (Basel) 2021; 13:4451. [PMID: 34503261 PMCID: PMC8430663 DOI: 10.3390/cancers13174451] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 08/30/2021] [Accepted: 08/31/2021] [Indexed: 02/07/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the leading causes of cancer death due to limited advances in recent years in early diagnosis and personalized therapy capable of overcoming tumor resistance to chemotherapy. In the last decades, significant advances have been achieved in the identification of recurrent genetic and molecular alterations of PDAC including those involving the KRAS, CDKN2A, SMAD4, and TP53 driver genes. Despite these common genetic traits, PDAC are highly heterogeneous tumors at both the inter- and intra-tumoral genomic level, which might contribute to distinct tumor behavior and response to therapy, with variable patient outcomes. Despite this, genetic and genomic data on PDAC has had a limited impact on the clinical management of patients. Integration of genomic data for classification of PDAC into clinically defined entities-i.e., classical vs. squamous subtypes of PDAC-leading to different treatment approaches has the potential for significantly improving patient outcomes. In this review, we summarize current knowledge about the most relevant genomic subtypes of PDAC including the impact of distinct patterns of intra-tumoral genomic heterogeneity on the classification and clinical and therapeutic management of PDAC.
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Affiliation(s)
- María Laura Gutiérrez
- Department of Medicine and Cytometry Service (NUCLEUS), Universidad de Salamanca, 37007 Salamanca, Spain;
- Cancer Research Center (IBMCC-CSIC/USAL), 37007 Salamanca, Spain;
- Institute of Biomedical Research of Salamanca (IBSAL), 37007 Salamanca, Spain
- Biomedical Research Networking Centre Consortium-CIBER-CIBERONC, 28029 Madrid, Spain
| | - Luis Muñoz-Bellvís
- Cancer Research Center (IBMCC-CSIC/USAL), 37007 Salamanca, Spain;
- Institute of Biomedical Research of Salamanca (IBSAL), 37007 Salamanca, Spain
- Biomedical Research Networking Centre Consortium-CIBER-CIBERONC, 28029 Madrid, Spain
- Service of General and Gastrointestinal Surgery, University Hospital of Salamanca, 37007 Salamanca, Spain
| | - Alberto Orfao
- Department of Medicine and Cytometry Service (NUCLEUS), Universidad de Salamanca, 37007 Salamanca, Spain;
- Cancer Research Center (IBMCC-CSIC/USAL), 37007 Salamanca, Spain;
- Institute of Biomedical Research of Salamanca (IBSAL), 37007 Salamanca, Spain
- Biomedical Research Networking Centre Consortium-CIBER-CIBERONC, 28029 Madrid, Spain
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4
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Gemble S, Basto R. CHRONOCRISIS: When Cell Cycle Asynchrony Generates DNA Damage in Polyploid Cells. Bioessays 2020; 42:e2000105. [PMID: 32885500 DOI: 10.1002/bies.202000105] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 07/19/2020] [Indexed: 12/16/2022]
Abstract
Polyploid cells contain multiple copies of all chromosomes. Polyploidization can be developmentally programmed to sustain tissue barrier function or to increase metabolic potential and cell size. Programmed polyploidy is normally associated with terminal differentiation and poor proliferation capacity. Conversely, non-programmed polyploidy can give rise to cells that retain the ability to proliferate. This can fuel rapid genome rearrangements and lead to diseases like cancer. Here, the mechanisms that generate polyploidy are reviewed and the possible challenges upon polyploid cell division are discussed. The discussion is framed around a recent study showing that asynchronous cell cycle progression (an event that is named "chronocrisis") of different nuclei from a polyploid cell can generate DNA damage at mitotic entry. The potential mechanisms explaining how mitosis in non-programmed polyploid cells can generate abnormal karyotypes and genetic instability are highlighted.
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Affiliation(s)
- Simon Gemble
- Biology of Centrosomes and Genetic Instability Lab, Institut Curie, PSL Research University, CNRS UMR144, 12 rue Lhomond, Paris, 75005, France
| | - Renata Basto
- Biology of Centrosomes and Genetic Instability Lab, Institut Curie, PSL Research University, CNRS UMR144, 12 rue Lhomond, Paris, 75005, France
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Lu J, Wei S, Lou J, Yin S, Zhou L, Zhang W, Zheng S. Systematic Analysis of Alternative Splicing Landscape in Pancreatic Adenocarcinoma Reveals Regulatory Network Associated with Tumorigenesis and Immune Response. Med Sci Monit 2020; 26:e925733. [PMID: 32706768 PMCID: PMC7709468 DOI: 10.12659/msm.925733] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is one of the most aggressive gastrointestinal tumors and has an extremely high mortality rate. Recent studies indicate that alternative splicing (AS), a common post-transcriptional process, has important roles in tumor biological behaviors and may provide novel immunotherapeutic targets. This study systematically analyzes AS profiles in PDAC and reveals their potential regulatory effects on cancer immune response. MATERIAL AND METHODS AS event, RNA sequencing, and splicing factor (SF) data were extracted from SpliceSeq, The Cancer Genome Atlas, and SpliceAid2, respectively. Overall survival (OS)-associated AS events and SFs were identified with univariate analysis. The LASSO method and multivariate Cox regression analysis were used to construct predictive signatures for the prediction of patient prognosis. The proportions of immune cells within PDAC samples were evaluated using the CIBERSORT algorithm. The correlations among AS events, SFs, and immune cell proportions were calculated using Spearman correlation analysis. Consensus clustering and immune classification were performed on the PDAC cohort. RESULTS A total of 4812 OS-related AS events from 3341 parent genes were identified, and 8 AS-based predictive models were constructed for PDAC. An OS-related SF-AS regulatory network was constructed. The AS events regulated by ELAVL4 exhibited strong correlations with CD8 T cells and regulatory T cells. In addition, AS-based clusters demonstrated distinct OS outcomes and immune features. CONCLUSIONS AS-based predictive models with high accuracy were constructed to facilitate prognosis prediction and treatment of PDAC. An SF-AS regulatory network was constructed, revealing the potential relationships among SF, AS, and immune response.
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Affiliation(s)
- Jiahua Lu
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland).,NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou, Zhejiang, China (mainland).,Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, Research Unit of Collaborative Diagnosis and Treatment for Hepatobiliary and Pancreatic Cancer, Chinese Academy of Medical Sciences (2019RU019), Hangzhou, Zhejiang, China (mainland).,Key Laboratory of Organ Transplantation, Research Center for Diagnosis and Treatment of Hepatobiliary Diseases, Hangzhou, Zhejiang, China (mainland)
| | - Shenyu Wei
- First Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China (mainland)
| | - Jianying Lou
- Department of Hepato-Pancreato-Biliary Surgery, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China (mainland)
| | - Shengyong Yin
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland).,NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou, Zhejiang, China (mainland).,Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, Research Unit of Collaborative Diagnosis and Treatment for Hepatobiliary and Pancreatic Cancer, Chinese Academy of Medical Sciences (2019RU019), Hangzhou, Zhejiang, China (mainland).,Key Laboratory of Organ Transplantation, Research Center for Diagnosis and Treatment of Hepatobiliary Diseases, Hangzhou, Zhejiang, China (mainland)
| | - Lin Zhou
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland).,NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou, Zhejiang, China (mainland).,Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, Research Unit of Collaborative Diagnosis and Treatment for Hepatobiliary and Pancreatic Cancer, Chinese Academy of Medical Sciences (2019RU019), Hangzhou, Zhejiang, China (mainland).,Key Laboratory of Organ Transplantation, Research Center for Diagnosis and Treatment of Hepatobiliary Diseases, Hangzhou, Zhejiang, China (mainland)
| | - Wu Zhang
- Shulan (Hangzhou) Hospital, Hangzhou, Zhejiang, China (mainland).,School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland)
| | - Shusen Zheng
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China (mainland).,NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou, Zhejiang, China (mainland).,Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, Research Unit of Collaborative Diagnosis and Treatment for Hepatobiliary and Pancreatic Cancer, Chinese Academy of Medical Sciences (2019RU019), Hangzhou, Zhejiang, China (mainland).,Key Laboratory of Organ Transplantation, Research Center for Diagnosis and Treatment of Hepatobiliary Diseases, Hangzhou, Zhejiang, China (mainland)
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Zhang LQ, Yang HQ, Yang SQ, Wang Y, Chen XJ, Lu HS, Zhao LP. CNDP2 Acts as an Activator for Human Ovarian Cancer Growth and Metastasis via the PI3K/AKT Pathway. Technol Cancer Res Treat 2020; 18:1533033819874773. [PMID: 31537175 PMCID: PMC6755628 DOI: 10.1177/1533033819874773] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Introduction: The mechanism of tumorigenesis and metastasis of ovarian cancer has not yet been
elucidated. This study aimed to investigate the role and molecular mechanism of
cytosolic nonspecific dipeptidase 2 in tumorigenesis and metastasis. Methods: Cytosolic nonspecific dipeptidase 2 expression in human ovarian cancer tissues and cell
lines was assessed with methyl thiazolyl tetrazolium (MTT), clone formation, and
transwell assays performed to evaluate the ability of ovarian cancer cells to
proliferate and migrate. Nude mice tumor formation experiments were also performed by
subcutaneously injecting cells with stable cytosolic nonspecific dipeptidase 2 knockdown
and control SKOV3 cells into BALB/c female nude mice to detect changes in PI3K/AKT
pathway-related proteins by Western blotting. Results: Cytosolic nonspecific dipeptidase 2 was highly expressed in human ovarian cancer
tissues, with its expression associated with pathological data, including ovarian cancer
metastasis. A cytosolic nonspecific dipeptidase 2 stable knockdown or ectopic expression
ovarian cancer cell model was established and demonstrated that cytosolic nonspecific
dipeptidase 2 could promote the proliferation of ovarian cancer cells. Transwell cell
migration and invasion assays confirmed that cytosolic nonspecific dipeptidase 2
enhanced cell metastasis in ovarian cancer. Furthermore, in vivo
xenograft experiments demonstrated that cytosolic nonspecific dipeptidase 2 can promote
the development and progression of ovarian cancer, increasing the expression of
phosphorylated PI3K and AKT. Conclusions: Cytosolic nonspecific dipeptidase 2 promotes the occurrence and development of ovarian
cancer through the PI3K/AKT signaling pathway.
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Affiliation(s)
- Li Q Zhang
- Department of Gynecology, Taizhou Central Hospital, Taizhou, China
| | - Hua Q Yang
- Department of Gynecology, Taizhou Central Hospital, Taizhou, China
| | - Su Q Yang
- Department of Gynecology, Taizhou Central Hospital, Taizhou, China
| | - Ying Wang
- Department of Gynecology, Taizhou Central Hospital, Taizhou, China
| | - Xian J Chen
- Department of Clinical Laboratory, Taizhou Central Hospital, Taizhou, China
| | - Hong S Lu
- Department of Pathology, Taizhou Central Hospital, Taizhou, China
| | - Ling P Zhao
- Department of Gynecology, Taizhou Central Hospital, Taizhou, China
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7
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Kong L, Liu P, Zheng M, Xue B, Liang K, Tan X. Multi-omics analysis based on integrated genomics, epigenomics and transcriptomics in pancreatic cancer. Epigenomics 2020; 12:507-524. [PMID: 32048534 DOI: 10.2217/epi-2019-0374] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Aim: Integrated analysis of genomics, epigenomics, transcriptomics and clinical information contributes to identify specific molecular subgroups and find novel biomarkers for pancreatic cancer. Materials & methods: The DNA copy number variation, the simple nucleotide variation, methylation and mRNA data of pancreatic cancer patients were obtained from The Cancer Genome Atlas. Four molecular subgroups (iC1, iC2, iC3 and iC4) of pancreatic cancer were identified by integrating analysis. Results: The iC1 subgroup harbors better prognosis, higher immune score, lesser DNA copy number variation mutations and better genomic stability compared with iC2, iC3 and iC4 subgroups. Three new genes (GRAP2, ICAM3 and A2ML1) correlated with prognosis were identified. Conclusion: Integrated multi-omics analysis provides fresh insight into molecular classification of pancreatic cancer, which may help discover new prognostic biomarkers and reveal the underlying mechanism of pancreatic cancer.
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Affiliation(s)
- Lingming Kong
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, Liaoning 110004, China
| | - Peng Liu
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, Liaoning 110004, China
| | - Mingjun Zheng
- Department of Obstetrics & Gynecology, University Hospital, LMU Munich, Marchioninistr. 15, 81377 Munich, Germany
| | - Busheng Xue
- Department of Pediatrics, Children's Cancer Research Center, Kinderklinik München Schwabing, School of Medicine, Technical University of Munich, Munich 80804, Germany
| | - Keke Liang
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, Liaoning 110004, China
| | - Xiaodong Tan
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, Liaoning 110004, China
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8
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El Hassouni B, Sarkisjan D, Vos JC, Giovannetti E, Peters GJ. Targeting the Ribosome Biogenesis Key Molecule Fibrillarin to Avoid Chemoresistance. Curr Med Chem 2019; 26:6020-6032. [PMID: 30501594 DOI: 10.2174/0929867326666181203133332] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Revised: 11/07/2018] [Accepted: 11/07/2018] [Indexed: 12/22/2022]
Abstract
Background:
Inherent or acquired chemo resistance in cancer patients has been a perpetual
limitation in cancer treatment. Expanding knowledge on essential cellular processes opens a new
window for therapeutic targeting. Ribosome biogenesis is a process that shows potential due to its
fundamental role in cell development and contribution to tumorigenesis as a result of its upregulation.
Inhibiting components of ribosome biogenesis has been explored and has shown interesting
results. Yet, an important key component, methyltransferase Fibrillarin (FBL), which influences
both the abundance and composition of ribosomes, has not been exploited thus far.
Methods:
In this literature review, we describe relevant aspects of ribosome biogenesis in cancer to
emphasize the potential of FBL as a therapeutic target, in order to lower the genotoxic effects of
anti-cancer treatment.
Results:
Remarkably, the amplification of the 19q13 cytogenetic band, including the gene coding
for FBL, correlated to cell viability and resistance in pancreatic cells as well as to a trend toward a
shorter survival in pancreatic cancer patients.
:
Targeting ribosome biogenesis, more specifically compared to the secondary effects of chemotherapeutics
such as 5-fluorouracil or oxaliplatin, has been achieved by compound CX-5461. The cell
dependent activity of this Pol I inhibitor has been reported in ovarian cancer, melanoma and leukemia
models with active or mutated p53 status, presenting a promising mechanism to evade p53 resistance.
Conclusion:
Targeting critical ribosome biogenesis components in order to decrease the genotoxic
activity in cancer cell looks promising. Hence, we believe that targeting key protein rRNA methyltransferase
FBL shows great potential, due to its pivotal role in ribosome biogenesis, its correlation
to an improved survival rate at low expression in breast cancer patients and its association with p53.
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Affiliation(s)
- Btissame El Hassouni
- Department of Medical Oncology, VU University Medical Center- Cancer Center Amsterdam, De Boelelaan 1118, 1081 HV Amsterdam, Netherlands
| | - Dzjemma Sarkisjan
- Department of Medical Oncology, VU University Medical Center- Cancer Center Amsterdam, De Boelelaan 1118, 1081 HV Amsterdam, Netherlands
| | - J. Chris Vos
- AIMMS-Division of Molecular Toxicology, Department of Chemistry and Pharmaceutical Sciences, VU University Amsterdam, O
- 2 building, De Boelelaan 1108, 1081 HZ Amsterdam, Netherlands
| | - Elisa Giovannetti
- Department of Medical Oncology, VU University Medical Center- Cancer Center Amsterdam, De Boelelaan 1118, 1081 HV Amsterdam, Netherlands
| | - Godefridus J. Peters
- Department of Medical Oncology, VU University Medical Center- Cancer Center Amsterdam, De Boelelaan 1118, 1081 HV Amsterdam, Netherlands
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Andreyeva EN, Ogienko AA, Dubatolova TD, Oshchepkova AL, Kozhevnikova EN, Ivankin AV, Pavlova GA, Kopyl SA, Pindyurin AV. A toolset to study functions of Cytosolic non-specific dipeptidase 2 (CNDP2) using Drosophila as a model organism. BMC Genet 2019; 20:31. [PMID: 30885138 PMCID: PMC6421639 DOI: 10.1186/s12863-019-0726-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Background Expression of the CNDP2 gene is frequently up- or down-regulated in different types of human cancers. However, how the product of this gene is involved in cell growth and proliferation is poorly understood. Moreover, our knowledge of the functions of the CNDP2 orthologs in well-established model organisms is scarce. In particular, the function of the D. melanogaster ortholog of CNDP2, encoded by the CG17337 gene (hereafter referred to as dCNDP2), is still unknown. Results This study was aimed at developing a set of genetic and molecular tools to study the roles of dCNDP2. We generated a dCNDP2 null mutation (hereafter ∆dCNDP2) using CRISPR/Cas9-mediated homologous recombination (HR) and found that the ∆dCNDP2 mutants are homozygous viable, morphologically normal and fertile. We also generated transgenic fly lines expressing eGFP-tagged and non-tagged dCNDP2 protein, all under the control of the UAS promoter, as well as polyclonal antibodies specific to dCNDP2. Using these tools, we demonstrate that only one of the two predicted dCNDP2 isoforms is expressed throughout the different tissues tested. dCNDP2 was detected in both the cytoplasm and the nucleus, and was found to be associated with multiple sites in the salivary gland polytene chromosomes. Conclusions The dCNDP2 gene is not essential for fly viability under standard laboratory conditions. The subcellular localization pattern of dCNDP2 suggests that this protein might have roles in both the cytoplasm and the nucleus. The genetic and molecular tools developed in this study will allow further functional characterization of the conserved CNDP2 protein using D. melanogaster as a model system. Electronic supplementary material The online version of this article (10.1186/s12863-019-0726-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Evgeniya N Andreyeva
- Institute of Molecular and Cellular Biology, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
| | - Anna A Ogienko
- Institute of Molecular and Cellular Biology, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.,Novosibirsk State University, Novosibirsk, 630090, Russia
| | - Tatiana D Dubatolova
- Institute of Molecular and Cellular Biology, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia
| | - Anastasiya L Oshchepkova
- Institute of Molecular and Cellular Biology, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.,Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia
| | - Elena N Kozhevnikova
- Institute of Molecular and Cellular Biology, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia
| | - Anton V Ivankin
- Institute of Molecular and Cellular Biology, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia
| | - Gera A Pavlova
- Institute of Molecular and Cellular Biology, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia
| | - Sergei A Kopyl
- Institute of Molecular and Cellular Biology, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia
| | - Alexey V Pindyurin
- Institute of Molecular and Cellular Biology, Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia. .,Novosibirsk State University, Novosibirsk, 630090, Russia.
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Genomic Variations in Pancreatic Cancer and Potential Opportunities for Development of New Approaches for Diagnosis and Treatment. Int J Mol Sci 2017; 18:ijms18061201. [PMID: 28587243 PMCID: PMC5486024 DOI: 10.3390/ijms18061201] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Revised: 04/30/2017] [Accepted: 05/26/2017] [Indexed: 02/07/2023] Open
Abstract
Human pancreatic cancer has a very poor prognosis with an overall five-year survival rate of less than 5% and an average median survival time of six months. This is largely due to metastatic disease, which is already present in the majority of patients when diagnosed. Although our understanding of the molecular events underlying multi-step carcinogenesis in pancreatic cancer has steadily increased, translation into more effective therapeutic approaches has been inefficient in recent decades. Therefore, it is imperative that novel and targeted approaches are designed to facilitate the early detection and treatment of pancreatic cancer. Presently, there are numerous ongoing studies investigating the types of genomic variations in pancreatic cancer and their impact on tumor initiation and growth, as well as prognosis. This has led to the development of therapeutics to target these genetic variations for clinical benefit. Thus far, there have been minimal clinical successes directly targeting these genomic alterations; however research is ongoing to ultimately discover an innovative approach to tackle this devastating disease. This review will discuss the genomic variations in pancreatic cancer, and the resulting potential diagnostic and therapeutic implications.
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11
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Alterations in Tumor DNA Are Related to Short Postoperative Survival in Patients Resected for Pancreatic Carcinoma Aimed at Cure. Pancreas 2016; 45:900-7. [PMID: 26684859 DOI: 10.1097/mpa.0000000000000566] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVES Pancreatic ductal adenocarcinomas (PDACs) are found in more than 85% of patients with pancreatic cancer and with 5-year survival of less than 10%. Effective treatment may be radical surgery, which is hampered by rapid relapse. Therefore, our aim was to compare DNA sequence alterations in patients with short and long survival to evaluate if confirmed DNA alterations predict short postoperative survival. METHODS DNA was extracted from tumor tissue from 59 PDAC patients, analyzed for KRAS mutations, and hybridized to 180 K CGH + SNP microarrays and 450 K methylation arrays. Analyses were based on postoperative survival where less than 12 months was considered to be short survival and more than 18 months was considered long survival. RESULTS Ninety-three percent of the patients had KRAS mutations in tumor DNA. Great heterogeneity of whole genome DNA sequence alterations were observed among chromosomes within the patient materials. Specific DNA sequence alterations did not directly predict postoperative survival, although short survivors had significantly more and larger DNA amplifications (P < 0.006). Amplifications on chromosome 11 and 21 and deletions on chromosome 2 predicted short postoperative survival (P < 0.03). DNA methylation was not related to survival. CONCLUSIONS Highly variable genetic differences among DNA regions in PDAC tumors were demonstrated. Postoperative short survival was related to tumor sequence DNA alterations on chromosome 2, 11, and 21.
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N-lactoyl-amino acids are ubiquitous metabolites that originate from CNDP2-mediated reverse proteolysis of lactate and amino acids. Proc Natl Acad Sci U S A 2015; 112:6601-6. [PMID: 25964343 DOI: 10.1073/pnas.1424638112] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Despite technological advances in metabolomics, large parts of the human metabolome are still unexplored. In an untargeted metabolomics screen aiming to identify substrates of the orphan transporter ATP-binding cassette subfamily C member 5 (ABCC5), we identified a class of mammalian metabolites, N-lactoyl-amino acids. Using parallel protein fractionation in conjunction with shotgun proteomics on fractions containing N-lactoyl-Phe-forming activity, we unexpectedly found that a protease, cytosolic nonspecific dipeptidase 2 (CNDP2), catalyzes their formation. N-lactoyl-amino acids are ubiquitous pseudodipeptides of lactic acid and amino acids that are rapidly formed by reverse proteolysis, a process previously considered to be negligible in vivo. The plasma levels of these metabolites strongly correlate with plasma levels of lactate and amino acid, as shown by increased levels after physical exercise and in patients with phenylketonuria who suffer from elevated Phe levels. Our approach to identify unknown metabolites and their biosynthesis has general applicability in the further exploration of the human metabolome.
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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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Xue C, Zhang Z, Yu H, Yu M, Yuan K, Yang T, Miao M, Shi H. Up-regulation of CNDP2 facilitates the proliferation of colon cancer. BMC Gastroenterol 2014; 14:96. [PMID: 24885395 PMCID: PMC4035726 DOI: 10.1186/1471-230x-14-96] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2013] [Accepted: 05/14/2014] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Cytosolic nonspecific dipetidase (CN2) belongs to the family of M20 metallopeptidases. It was stated in previous articles that higher expression levels of CN2 were observed in renal cell carcinoma and breast cancer. Our study explored the correlation between CN2 and colon carcinogenesis. METHODS We analysed the relationship between 183 patients clinicopathological characteristics and its CN2 expression. To detect the levels of CN2 in colon cancer cell lines and colon cancer tissues by western blot. To verify cell proliferation in colon cancer cells with knockdown of CNDP2 and explore the causes of these phenomena. RESULTS The expression levels of CN2 in clinical colon tumors and colon cancer cell lines were significantly higher than that in normal colon mucosa and colon cell lines. The difference in CN2 levels was associated with tumor location (right- and left-sided colon cancer), but there was no significant association with age, gender, tumor size, tumor grade, tumor stage or serum carcinoembryonic antigen (CEA). Knockdown of CNDP2 inhibited cell proliferation, blocked cell cycle progression and retarded carcinogenesis in an animal model. The signaling pathway through which knockdown of CNDP2 inhibited cell proliferation and tumorigenesis involved in EGFR, cyclin B1 and cyclin E. CONCLUSIONS Knockdown of CNDP2 can inhibit the proliferation of colon cancer in vitro and retarded carcinogenesis in vivo.
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Affiliation(s)
| | | | | | | | | | | | - Mingyong Miao
- Department of Surgery, The First Affiliated Hospital, Sun Yat-sen University, 58 Zhongshan II Road, Guangzhou, Guangdong 510080, China.
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Zhang Z, Miao L, Xin X, Zhang J, Yang S, Miao M, Kong X, Jiao B. Underexpressed CNDP2 participates in gastric cancer growth inhibition through activating the MAPK signaling pathway. Mol Med 2014; 20:17-28. [PMID: 24395568 DOI: 10.2119/molmed.2013.00102] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2013] [Accepted: 12/17/2013] [Indexed: 12/27/2022] Open
Abstract
Increasing evidence suggests that cytosolic non-specific dipeptidase 2 (CNDP2) appears to do more than just perform an enzymatic activity; it is functionally important in cancers as well. Here, we show that the expression of CNDP2 is commonly down-regulated in gastric cancer tissues. The ectopic expression of CNDP2 resulted in significant inhibition of cell proliferation, induction of cell apoptosis and cell cycle arrest, and suppressed gastric tumor growth in nude mice. We further revealed that the reintroduction of CNDP2 transcriptionally upregulated p38 and activated c-Jun NH2-terminal kinase (JNK), whereas the loss of CNDP2 increased the phosphorylation of extracellular signal-related kinase (ERK). These results suggest that CNDP2 acts as a functional tumor suppressor in gastric cancer via activation of the mitogen-activated protein kinase (MAPK) pathway.
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Affiliation(s)
- Zhenwei Zhang
- Department of Biochemistry and Molecular Biology, Second Military Medical University, Shanghai, China Key Laboratory of Liver Disease, Center of Infectious Diseases, Guangzhou 458 Hospital, Guangzhou, China
| | - Lei Miao
- Department of Pharmacology, School of Pharmacy and Institute of Biomedical Sciences, Fudan University, Shanghai, China
| | - Xiaoming Xin
- Department of Pharmacology, School of Pharmacy and Institute of Biomedical Sciences, Fudan University, Shanghai, China Department of Pharmacology, Taishan Medical University, Shandong Province, China
| | - Jianpeng Zhang
- Department of Biochemistry and Molecular Biology, Second Military Medical University, Shanghai, China
| | - Shengsheng Yang
- Department of Biochemistry and Molecular Biology, Second Military Medical University, Shanghai, China
| | - Mingyong Miao
- Department of Biochemistry and Molecular Biology, Second Military Medical University, Shanghai, China
| | - Xiangping Kong
- Key Laboratory of Liver Disease, Center of Infectious Diseases, Guangzhou 458 Hospital, Guangzhou, China
| | - Binghua Jiao
- Department of Biochemistry and Molecular Biology, Second Military Medical University, Shanghai, China
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Li L, Zhang Z, Wang C, Miao L, Zhang J, Wang J, Jiao B, Zhao S. Quantitative proteomics approach to screening of potential diagnostic and therapeutic targets for laryngeal carcinoma. PLoS One 2014; 9:e90181. [PMID: 24587265 PMCID: PMC3937387 DOI: 10.1371/journal.pone.0090181] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2013] [Accepted: 01/28/2014] [Indexed: 12/31/2022] Open
Abstract
To discover candidate biomarkers for diagnosis and detection of human laryngeal carcinoma and explore possible mechanisms of this cancer carcinogenesis, two-dimensional strong cation-exchange/reversed-phase nano-scale liquid chromatography/mass spectrometry analysis was used to identify differentially expressed proteins between the laryngeal carcinoma tissue and the adjacent normal tissue. As a result, 281 proteins with significant difference in expression were identified, and four differential proteins, Profilin-1 (PFN1), Nucleolin (NCL), Cytosolic non-specific dipeptidase (CNDP2) and Mimecan (OGN) with different subcellular localization were selectively validated. Semiquantitative RT-PCR and Western blotting were performed to detect the expression of the four proteins employing a large collection of human laryngeal carcinoma tissues, and the results validated the differentially expressed proteins identified by the proteomics. Furthermore, we knocked down PFN1 in immortalized human laryngeal squamous cell line Hep-2 cells and then the proliferation and metastasis of these transfected cells were measured. The results showed that PFN1 silencing inhibited the proliferation and affected the migration ability of Hep-2 cells, providing some new insights into the pathogenesis of PFN1 in laryngeal carcinoma. Altogether, our present data first time show that PFN1, NCL, CNDP2 and OGN are novel potential biomarkers for diagnosis and therapeutic targets for laryngeal carcinoma, and PFN1 is involved in the metastasis of laryngeal carcinoma.
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Affiliation(s)
- Li Li
- Department of Otolaryngology-Head and Neck Surgery, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Zhenwei Zhang
- Department of Biochemistry and Molecular Biology, Second Military Medical University, Shanghai, China
- Key Laboratory of Liver Disease, Center of Infectious Diseases, Guangzhou 458 Hospital, Guangzhou, China
| | - Chengyu Wang
- Department of Otolaryngology-Head and Neck Surgery, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Lei Miao
- Department of Pharmacology, School of Pharmacy and Institute of Biomedical Sciences, Fudan University, Shanghai, China
| | - Jianpeng Zhang
- Department of Biochemistry and Molecular Biology, Second Military Medical University, Shanghai, China
- * E-mail: (BJ); (SZ); (JZ)
| | - Jiasen Wang
- Department of Otolaryngology-Head and Neck Surgery, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Binghua Jiao
- Department of Biochemistry and Molecular Biology, Second Military Medical University, Shanghai, China
- * E-mail: (BJ); (SZ); (JZ)
| | - Shuwei Zhao
- Department of Otolaryngology-Head and Neck Surgery, Changzheng Hospital, Second Military Medical University, Shanghai, China
- * E-mail: (BJ); (SZ); (JZ)
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Giovannetti E, Wang Q, Avan A, Funel N, Lagerweij T, Lee JH, Caretti V, van der Velde A, Boggi U, Wang Y, Vasile E, Peters GJ, Wurdinger T, Giaccone G. Role of CYB5A in pancreatic cancer prognosis and autophagy modulation. J Natl Cancer Inst 2013; 106:djt346. [PMID: 24301457 DOI: 10.1093/jnci/djt346] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Loss of 18q22.3 is a prognostic marker in pancreatic ductal adenocarcinoma (PDAC). This study investigated genes encoded by this cytoband. METHODS We studied mRNA/protein expression in radically resected (n = 130) and metastatic patients (n = 50). The role of CYB5A was tested in 11 PDAC cell lines and five primary cultures through retrovirus-mediated upregulation and small interfering RNA using wound-healing, invasion, annexin-V, electron microscopy, and autophagic assays, as well as autophagy genes and kinases arrays. CYB5A+ orthotopic models (n = 6 mice/group) were monitored by Firefly and Gaussia-luciferase bioluminescence, magnetic resonance imaging, and high-frequency ultrasound. Data were analyzed by t test, Fisher exact-test, log-rank test and Cox proportional hazards models. All statistical tests were two-sided. RESULTS Both resected and metastatic patients with low mRNA or protein expression of CYB5A had statistically significantly shorter survival (eg, median = 16.7 months, 95% confidence interval [CI] = 13.5 to 19.9; vs median = 24.8 months, 95% CI = 12.8 to 36.9; P = .02, two-sided log-rank test; n = 82 radically resected PDACs), and multivariable analyses confirmed prognostic relevance. Moreover, we characterized a novel function to CYB5A, autophagy induction, concomitant with reduced proliferation and migration/invasion of PDAC cells. Network analysis of proautophagic pathways suggested CYB5A interaction with TRAF6, which was confirmed by TRAF6 downregulation after CYB5A reconstitution (-69% in SU.86.86-CYB5A+; P = .005, two-sided t test). CYB5A silencing had opposite effects, restoring TRAF6 expression and wound healing. In vivo studies showed that CYB5A induced autophagy while inhibiting tumor growth/metastasis and increasing survival (median = 57 days, 95% CI = 52 to 61; vs median = 44 days, 95% CI = 21 to 57; P = .03, two-sided log-rank test). CONCLUSIONS These results define CYB5A as a novel prognostic factor for PDAC that exerts its tumor-suppressor function through autophagy induction and TRAF6 modulation.
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Affiliation(s)
- Elisa Giovannetti
- Affiliations of authors: Department of Medical Oncology (EG, AA, GJP) and Department of Neurosurgery (TL, VC, TW), VU University Medical Center, and Centre for Integrative Bioinformatics (AvdV), VU University, Amsterdam, the Netherlands; Department of Ricerca Traslazionale e delle Nuove Tecnologie in Medicina e Chirurgia, University of Pisa, Pisa, Italy (NF, UB, EV); Department of Neurology, Stanford University, Stanford, CA (VC); Department of Neurology, Massachusetts General Hospital and Neuroscience Program, Harvard Medical School, Boston, MA (TW); Medical Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD (QW, J-HL, YW, GG)
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Chen JQ, Lee JH, Herrmann MA, Park KS, Heldman MR, Goldsmith PK, Wang Y, Giaccone G. Capillary isoelectric-focusing immunoassays to study dynamic oncoprotein phosphorylation and drug response to targeted therapies in non-small cell lung cancer. Mol Cancer Ther 2013; 12:2601-13. [PMID: 23979919 PMCID: PMC3823739 DOI: 10.1158/1535-7163.mct-13-0074] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Developing proteomic biomarkers is valuable for evaluating therapeutic effects of drugs and generating better treatment strategies. However, conventional protein analysis is often challenging due to inadequate sample size of clinical specimens, lack of assay reproducibility, accuracy, and sensitivity. A novel capillary isoelectricfocusing (IEF) immunoassay system (NanoPro) was used to study the dynamic phosphorylation status of signaling molecules in non-small cell lung cancer (NSCLC) cells treated with EGFR tyrosine kinase and MEK inhibitors. NanoPro showed the same dynamic ERK phosphorylation as Western blotting with good assay reproducibility using 1,000 times less protein. The IEF separation in NanoPro system enables multiple protein phosphorylation isoforms to be resolved and detected simultaneously. With NanoPro, we identified a specific on-target mitogen-activated protein/extracellular signal-regulated kinase (MEK) response pattern to MEK inhibitor PD325901, which was not detectable by Western blot analysis. We also revealed a MEK2 signal that may be associated with NSCLC cell sensitivity to the EGF receptor inhibitor erlotinib, and distinguished erlotinib-sensitive cells from intrinsic as well as acquired resistant cells to erlotinib. Moreover, NanoPro could differentiate human ERK1 isoforms from the mouse isoforms based on their isoelectric point differences and showed that erlotinib effectively inhibited ERK phosphorylation in targeted human xenograft cancer cells but not in surrounding mouse stromal cells. With 8 μg of tumor aspirates, we precisely quantified the response of 18 signaling molecules to erlotinib and MEK1 inhibitor treatments in an NSCLC patient. NanoPro's higher sensitivity, better resolution of protein phosphorylation status, and reduced tissue requirement warrant NanoPro's investigation for future drug development and evaluation of drug effects of targeted therapies.
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Affiliation(s)
- Jin-Qiu Chen
- Corresponding Author: Giuseppe Giaccone, Georgetown University, 3970 Reservoir Road NW, Washington, DC.
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Avan A, Caretti V, Funel N, Galvani E, Maftouh M, Honeywell RJ, Lagerweij T, Van Tellingen O, Campani D, Fuchs D, Verheul HM, Schuurhuis GJ, Boggi U, Peters GJ, Würdinger T, Giovannetti E. Crizotinib inhibits metabolic inactivation of gemcitabine in c-Met-driven pancreatic carcinoma. Cancer Res 2013; 73:6745-56. [PMID: 24085787 DOI: 10.1158/0008-5472.can-13-0837] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains a major unsolved health problem. Most drugs that pass preclinical tests fail in these patients, emphasizing the need of improved preclinical models to test novel anticancer strategies. Here, we developed four orthotopic mouse models using primary human PDAC cells genetically engineered to express firefly- and Gaussia luciferase, simplifying the ability to monitor tumor growth and metastasis longitudinally in individual animals with MRI and high-frequency ultrasound. In these models, we conducted detailed histopathologic and immunohistochemical analyses on paraffin-embedded pancreatic tissues and metastatic lesions in liver, lungs, and lymph nodes. Genetic characteristics were compared with the originator tumor and primary tumor cells using array-based comparative genomic hybridization, using frozen specimens obtained by laser microdissection. Notably, the orthotopic human xenografts in these models recapitulated the phenotype of human PDACs, including hypovascular and hypoxic areas. Pursuing genomic and immunohistochemical evidence revealed an increased copy number and overexpression of c-Met in one of the models; we examined the preclinical efficacy of c-Met inhibitors in vitro and in vivo. In particular, we found that crizotinib decreased tumor dimension, prolonged survival, and increased blood and tissue concentrations of gemcitabine, synergizing with a cytidine deaminase-mediated mechanism of action. Together, these more readily imaged orthotopic PDAC models displayed genetic, histopathologic, and metastatic features similar to their human tumors of origin. Moreover, their use pointed to c-Met as a candidate therapeutic target in PDAC and highlighted crizotinib and gemcitabine as a synergistic combination of drugs warranting clinical evaluation for PDAC treatment.
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Affiliation(s)
- Amir Avan
- Authors' Affiliations: Departments of Medical Oncology, Hematology, Neurosurgery and Pediatric Oncology/Hematology, Neuro-oncology Research Group, VU University Medical Center; Diagnostic Oncology Division, Netherlands Cancer Institute; VisualSonics, Amsterdam, the Netherlands; Departments of Neurology and Pediatrics, Stanford University School of Medicine, Stanford, California; Division of Surgical Pathology, Division of General and Transplant Surgery, University of Pisa, Pisa, Italy; and Molecular Neurogenetics Unit, Department of Neurology, Massachusetts General Hospital and Neuroscience Program, Harvard Medical School, Boston, Massachusetts
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Giovannetti E, van der Velde A, Funel N, Vasile E, Perrone V, Leon LG, De Lio N, Avan A, Caponi S, Pollina LE, Gallá V, Sudo H, Falcone A, Campani D, Boggi U, Peters GJ. High-throughput microRNA (miRNAs) arrays unravel the prognostic role of MiR-211 in pancreatic cancer. PLoS One 2012; 7:e49145. [PMID: 23155457 PMCID: PMC3498320 DOI: 10.1371/journal.pone.0049145] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2012] [Accepted: 10/04/2012] [Indexed: 12/11/2022] Open
Abstract
Background Only a subset of radically resected pancreatic ductal adenocarcinoma (PDAC) patients benefit from chemotherapy, and identification of prognostic factors is warranted. Recently miRNAs emerged as diagnostic biomarkers and innovative therapeutic targets, while high-throughput arrays are opening new opportunities to evaluate whether they can predict clinical outcome. The present study evaluated whether comprehensive miRNA expression profiling correlated with overall survival (OS) in resected PDAC patients. Methodology/Principal Findings High-resolution miRNA profiles were obtained with the Toray's 3D-Gene™-miRNA-chip, detecting more than 1200 human miRNAs. RNA was successfully isolated from paraffin-embedded primary tumors of 19 out of 26 stage-pT3N1 homogeneously treated patients (adjuvant gemcitabine 1000 mg/m2/day, days-1/8/15, every 28days), carefully selected according to their outcome (OS<12 (N = 13) vs. OS>30 months (N = 6), i.e. short/long-OS). Highly stringent statistics included t-test, distance matrix with Spearman-ranked correlation, and iterative approaches. Unsupervised hierarchical analysis revealed that PDACs clustered according to their short/long-OS classification, while the feature selection algorithm RELIEF identified the top 4 discriminating miRNAs between the two groups. These miRNAs target more than 1500 transcripts, including 169 targeted by two or more. MiR-211 emerged as the best discriminating miRNA, with significantly higher expression in long- vs. short-OS patients. The expression of this miRNA was subsequently assessed by quantitative-PCR in an independent cohort of laser-microdissected PDACs from 60 resected patients treated with the same gemcitabine regimen. Patients with low miR-211 expression according to median value had a significantly shorter median OS (14.8, 95%CI = 13.1–16.5, vs. 25.7 months, 95%CI = 16.2–35.1, log-rank-P = 0.004). Multivariate analysis demonstrated that low miR-211 expression was an independent factor of poor prognosis (hazard ratio 2.3, P = 0.03) after adjusting for all the factors influencing outcome. Conclusions/Significance Through comprehensive microarray analysis and PCR validation we identified miR-211 as a prognostic factor in resected PDAC. These results prompt further prospective studies and research on the biological role of miR-211 in PDAC.
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Affiliation(s)
- Elisa Giovannetti
- Department of Medical Oncology, VU University Medical Center, Amsterdam, The Netherlands.
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