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Deng ZL, Zhou DZ, Cao SJ, Li Q, Zhang JF, Xie H. Development and Validation of an Inflammatory Response-Related Gene Signature for Predicting the Prognosis of Pancreatic Adenocarcinoma. Inflammation 2022; 45:1732-1751. [PMID: 35322324 DOI: 10.1007/s10753-022-01657-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 02/27/2022] [Accepted: 03/01/2022] [Indexed: 11/05/2022]
Abstract
Pancreatic adenocarcinoma (PAAD) is a highly dangerous malignant tumor of the digestive tract, and difficult to diagnose, treat, and predict the prognosis. As we all know, tumor and inflammation can affect each other, and thus the inflammatory response in the microenvironment can be used to affect the prognosis. So far, the prognostic value of inflammatory response-related genes in PAAD is still unclear. Therefore, this study aimed to explore the inflammatory response-related genes for predicting the prognosis of PAAD. In this study, the mRNA expression profiles of PAAD patients and the corresponding clinical characteristics data of PAAD patients were downloaded from the public database. The least absolute shrinkage and selection operator (LASSO) Cox analysis model was used to identify and construct the prognostic gene signature in The Cancer Genome Atlas (TCGA) cohort. The PAAD patients used for verification are from the International Cancer Genome Consortium (ICGC) cohort. The Kaplan-Meier method was used to compare the overall survival (OS) between the high- and low-risk groups. Univariate and multivariate Cox analyses were performed to identify the independent predictors of OS. Gene set enrichment analysis (GSEA) was performed to obtain gene ontology (GO) terms and the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways, and the correlation between gene expression and immune infiltrates was investigated via single sample gene set enrichment analysis (ssGSEA). The GEPIA database was performed to examine prognostic genes in PAAD. LASSO Cox regression analysis was used to construct a model of inflammatory response-related gene signature. Compared with the low-risk group, patients in the high-risk group had significantly lower OS. The receiver operating characteristic curve (ROC) analysis confirmed the signature's predictive capacity. Multivariate Cox analysis showed that risk score is an independent predictor of OS. Functional analysis shows that the immune status between the two risk groups is significantly different, and the cancer-related pathways were abundant in the high-risk group. Moreover, the risk score is significantly related to tumor grade, stage, and immune infiltration types. It was also obtained that the expression level of prognostic genes was significantly correlated with the sensitivity of cancer cells to anti-tumor drugs. In addition, there are significant differences in the expression of PAAD tissues and adjacent non-tumor tissues. The novel signature constructed from five inflammatory response-related genes can be used to predict prognosis and affect the immune status of PAAD. In addition, suppressing these genes may be a treatment option.
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Affiliation(s)
- Zu-Liang Deng
- Department of Radiation Oncology, Affiliated Hospital (Clinical College) of Xiangnan University, Chenzhou, 423000, People's Republic of China
| | - Ding-Zhong Zhou
- Department of Interventional Vascular Surgery, Affiliated Hospital (Clinical College) of Xiangnan University, Chenzhou, 423000, People's Republic of China
| | - Su-Juan Cao
- Department of Oncology, Affiliated Hospital (Clinical College) of Xiangnan University, Chenzhou, 423000, People's Republic of China
| | - Qing Li
- Department of Interventional Vascular Surgery, Affiliated Hospital (Clinical College) of Xiangnan University, Chenzhou, 423000, People's Republic of China
| | - Jian-Fang Zhang
- Department of Physical Examination, Beihu Centers for Disease Control and Prevention, Chenzhou, 423000, People's Republic of China
| | - Hui Xie
- Department of Radiation Oncology, Affiliated Hospital (Clinical College) of Xiangnan University, Chenzhou, 423000, People's Republic of China.
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Kim SM, Rampogu S, Vetrivel P, Kulkarni AM, Ha SE, Kim HH, Lee KW, Kim GS. Transcriptome analysis of sinensetin-treated liver cancer cells guided by biological network analysis. Oncol Lett 2021; 21:355. [PMID: 33747212 PMCID: PMC7968004 DOI: 10.3892/ol.2021.12616] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 02/15/2021] [Indexed: 12/19/2022] Open
Abstract
Hepatocellular carcinoma is recognized as one of the most frequently occurring malignant types of liver cancer globally, making the identification of biomarkers critically important. The aim of the present study was to identify the genes involved in the anticancer effects of flavonoid compounds so that they may be used as targets for cancer treatment. Sinensetin (SIN), an isolated polymethoxyflavone monomer compound, possesses broad antitumor activities in vitro. Therefore, the identification of a transcriptome profile on the condition of cells treated with SIN may aid to better understand the genes involved and its mechanism of action. Genomic profiling studies of cancer are increasing rapidly in order to provide gene expression data that can reveal prognostic biomarkers to combat liver cancer. In the present study, high-throughput RNA sequencing (RNA-seq) was performed to reveal differential gene expression patterns between SIN-treated and SIN-untreated human liver cancer HepG2 cells. A total of 43 genes were identified to be differentially expressed (39 downregulated and 4 upregulated in the SIN-treated group compared with the SIN-untreated group). An extensive network analysis for these 43 genes resulted in the identification of 10 upregulated highly interconnected hub genes that contributed to the progression of cancer. Functional enrichment analysis of these 10 hub genes revealed their involvement in the regulation of apoptotic processes, immune response and tumor necrosis factor production. Additionally, the mRNA expression levels of these 10 genes were evaluated using reverse transcription-quantitative PCR, and the results were consistent with the RNA-seq data. Overall, the results of the present study revealed differentially expressed genes involved in cancer after SIN treatment in HepG2 cells and may help to develop strategies targeting these genes for treating liver cancer.
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Affiliation(s)
- Seong Min Kim
- Research Institute of Life Science and College of Veterinary Medicine, Gyeongsang National University, Jinju, Gyeongsangnam 52828, Republic of Korea
| | - Shailima Rampogu
- Division of Life Science, Division of Applied Life Science (BK21 Plus), Plant Molecular Biology and Biotechnology Research Center, Research Institute of Natural Science, Gyeongsang National University, Jinju, Gyeongsangnam 52828, Republic of Korea
| | - Preethi Vetrivel
- Research Institute of Life Science and College of Veterinary Medicine, Gyeongsang National University, Jinju, Gyeongsangnam 52828, Republic of Korea
| | - Apoorva M Kulkarni
- Division of Life Science, Division of Applied Life Science (BK21 Plus), Plant Molecular Biology and Biotechnology Research Center, Research Institute of Natural Science, Gyeongsang National University, Jinju, Gyeongsangnam 52828, Republic of Korea
| | - Sang Eun Ha
- Research Institute of Life Science and College of Veterinary Medicine, Gyeongsang National University, Jinju, Gyeongsangnam 52828, Republic of Korea
| | - Hun Hwan Kim
- Research Institute of Life Science and College of Veterinary Medicine, Gyeongsang National University, Jinju, Gyeongsangnam 52828, Republic of Korea
| | - Keun Woo Lee
- Division of Life Science, Division of Applied Life Science (BK21 Plus), Plant Molecular Biology and Biotechnology Research Center, Research Institute of Natural Science, Gyeongsang National University, Jinju, Gyeongsangnam 52828, Republic of Korea
| | - Gon Sup Kim
- Research Institute of Life Science and College of Veterinary Medicine, Gyeongsang National University, Jinju, Gyeongsangnam 52828, Republic of Korea
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Yuan H, Wang X, Shi C, Jin L, Hu J, Zhang A, Li J, Vijayendra N, Doodala V, Weiss S, Tang Y, Weiner LM, Glazer RI. Plac1 Is a Key Regulator of the Inflammatory Response and Immune Tolerance In Mammary Tumorigenesis. Sci Rep 2018; 8:5717. [PMID: 29632317 PMCID: PMC5890253 DOI: 10.1038/s41598-018-24022-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Accepted: 03/22/2018] [Indexed: 01/09/2023] Open
Abstract
Plac1 is an X-linked trophoblast gene expressed at high levels in the placenta, but not in adult somatic tissues other than the testis. Plac1 however is re-expressed in several solid tumors and in most human cancer cell lines. To explore the role of Plac1 in cancer progression, Plac1 was reduced by RNA interference in EO771 mammary carcinoma cells. EO771 "knockdown" (KD) resulted in 50% reduction in proliferation in vitro and impaired tumor growth in syngeneic mice; however, tumor growth in SCID mice was equivalent to tumor cells expressing a non-silencing control RNA, suggesting that Plac1 regulated adaptive immunity. Gene expression profiling of Plac1 KD cells indicated reduction in several inflammatory and immune factors, including Cxcl1, Ccl5, Ly6a/Sca-1, Ly6c and Lif. Treatment of mice engrafted with wild-type EO771 cells with a Cxcr2 antagonist impaired tumor growth, reduced myeloid-derived suppressor cells and regulatory T cells, while increasing macrophages, dendritic cells, NK cells and the penetration of CD8+ T cells into the tumor bed. Cxcl1 KD phenocopied the effects of Plac1 KD on tumor growth, and overexpression of Cxcl1 partially rescued Plac1 KD cells. These results reveal that Plac1 modulates a tolerogenic tumor microenvironment in part by modulating the chemokine axis.
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Affiliation(s)
- Hongyan Yuan
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Xiaoyi Wang
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Chunmei Shi
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Lu Jin
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Jianxia Hu
- Laboratory of Thyroid Diseases, the Affiliated Hospital of Qingdao University, Qingdao, 266003, China
| | - Alston Zhang
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - James Li
- Department of Bioinformatics, Biostatistics and Biomathematics, Georgetown University Medical Center, Washington, DC, 20007, USA
| | - Nairuthya Vijayendra
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Venkata Doodala
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Spencer Weiss
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Yong Tang
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Louis M Weiner
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA
| | - Robert I Glazer
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20007, USA.
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Jelisavac-Cosic S, Sirotkovic-Skerlev M, Kulic A, Jakic-Razumovic J, Kovac Z, Vrbanec D. Prognostic significance of urokinase-type plasminogen activator (uPA) and plasminogen activator inhibitor (PAI-1) in patients with primary invasive ductal breast carcinoma – a 7.5-year follow-up study. TUMORI JOURNAL 2018; 97:532-9. [DOI: 10.1177/030089161109700419] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Aims and background Urokinase-type plasminogen activator (uPA) and plasminogen activator inhibitor (PAI-1) are key molecules in pericellular proteolysis, a process that plays an important role in tumor invasion and metastasis. In the current study we investigated the prognostic significance of uPA and PAI-1 in primary invasive breast cancer. Methods and study design uPA and PAI-1 antigen levels were determined by enzyme-linked immunosorbent assay in cytosols of 177 invasive ductal carcinoma specimens. The prognostic significance of uPA and PAI-1 was assessed for overall survival. The median follow-up time was 90 months. Results In univariate analysis, both uPA (third versus first tertile range of values; P = 0.02; HR = 2.08) and PAI-1 (third versus first tertile; P = 0.0007; HR = 3.1) were significant prognostic markers for overall survival. In multivariate analysis only nodal status (N2 vs N0; P = 0.0001; HR = 3.94) and PAI-1 (third versus first tertile; P = 0.004; HR = 3.05) remained significant independent prognostic factors. Both uPA and PAI-1 were correlated with established prognostic markers including histological grade, tumor size and Nottingham index. Conclusion Our study with a 7.5-year follow-up confirmed the relation between elevated uPA and PAI-1 values and an aggressive course of invasive breast cancer. The prognostic significance of PAI-1 as an independent marker was proved for the overall group of breast cancer patients and the subgroup of node-positive patients.
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Affiliation(s)
| | - Maja Sirotkovic-Skerlev
- Department of Pathophysiology, Zagreb University Hospital, Zagreb
- Zagreb University Medical School, Zagreb, Croatia
| | - Ana Kulic
- Department of Pathophysiology, Zagreb University Hospital, Zagreb
| | - Jasminka Jakic-Razumovic
- Department of Pathology, Zagreb University Hospital, Zagreb
- Zagreb University Medical School, Zagreb, Croatia
| | - Zdenko Kovac
- Department of Pathophysiology, Zagreb University Hospital, Zagreb
- Zagreb University Medical School, Zagreb, Croatia
| | - Damir Vrbanec
- Department of Oncology, Zagreb University Hospital, Zagreb
- Zagreb University Medical School, Zagreb, Croatia
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WYGANOWSKA-ŞWIĄTKOWSKA MARZENA, JANKUN JERZY. Plasminogen activation system in oral cancer: Relevance in prognosis and therapy (Review). Int J Oncol 2015; 47:16-24. [DOI: 10.3892/ijo.2015.3021] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Accepted: 05/04/2015] [Indexed: 11/06/2022] Open
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Buta M, Džodić R, Đurišić I, Marković I, Vujasinović T, Markićević M, Nikolić-Vukosavljević D. Potential clinical relevance of uPA and PAI-1 levels in node-negative, postmenopausal breast cancer patients bearing histological grade II tumors with ER/PR expression, during an early follow-up. Tumour Biol 2015; 36:8193-200. [DOI: 10.1007/s13277-015-3573-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Accepted: 05/13/2015] [Indexed: 12/28/2022] Open
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Abstract
OBJECTIVES An overview of molecular tests used in the treatment of breast cancer, organized by stage and clinical condition. DATA SOURCES Systematic review of scientific literature, guideline recommendations, and data published by test manufacturers. CONCLUSION Several molecular tests that analyze expression of cancer-related genes have been validated in clinical trials and are recommended by clinical practice guidelines to inform diagnosis and treatment decisions for personalized interventions. IMPLICATIONS FOR NURSING PRACTICE Molecular testing has become an important part of patient care for those with breast cancer. Oncology nurses must understand this methodology to prescribe tests, interpret the results, and provide guidance to patients.
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Herszényi L, Barabás L, Hritz I, István G, Tulassay Z. Impact of proteolytic enzymes in colorectal cancer development and progression. World J Gastroenterol 2014; 20:13246-13257. [PMID: 25309062 PMCID: PMC4188883 DOI: 10.3748/wjg.v20.i37.13246] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [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: 05/23/2014] [Indexed: 02/06/2023] Open
Abstract
Tumor invasion and metastasis is a highly complicated, multi-step phenomenon. In the complex event of tumor progression, tumor cells interact with basement membrane and extracellular matrix components. Proteolytic enzymes (proteinases) are involved in the degradation of extracellular matrix, but also in cancer invasion and metastasis. The four categories of proteinases (cysteine-, serine-, aspartic-, and metalloproteinases) are named and classified according to the essential catalytic component in their active site. We and others have shown that proteolytic enzymes play a major role not only in colorectal cancer (CRC) invasion and metastasis, but also in malignant transformation of precancerous lesions into cancer. Tissue and serum-plasma antigen concentrations of proteinases might be of great value in identifying patients with poor prognosis in CRC. Our results, in concordance with others indicate the potential tumor marker impact of proteinases for the early diagnosis of CRC. In addition, proteinases may also serve as potential target molecules for therapeutic agents.
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Stewart CE, Sayers I. Urokinase receptor orchestrates the plasminogen system in airway epithelial cell function. Lung 2013; 191:215-25. [PMID: 23408042 DOI: 10.1007/s00408-013-9450-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2012] [Accepted: 01/10/2013] [Indexed: 11/24/2022]
Abstract
PURPOSE The plasminogen system plays many roles in normal epithelial cell function, and components are elevated in diseases, such as cancer and asthma. The relative contribution of each component to epithelial function is unclear. We characterized normal cell function in airway epithelial cells with increased expression of selected pathway components. METHODS BEAS-2B R1 bronchial epithelial cells stably overexpressing membrane urokinase plasminogen activator receptor (muPAR), soluble spliced uPAR (ssuPAR), the ligand (uPA) or inhibitors (PAI1 or PAI2), were characterized for pathway expression. Cell function was examined using proliferation, apoptosis, and scratch wound assays. A549 alveolar epithelial cells overexpressing muPAR were similarly characterized and downstream plasmin activity, MMP-1, and MMP-9 measured. RESULTS Elevated expression of individual components led to changes in the plasminogen system expression profile, indicating coordinated regulation of the pathway. Increased muPAR expression augmented wound healing rate in BEAS-2B R1 and attenuated repair in A549 cells. Elevated expression of other system components had no effect on cell function in BEAS-2B R1 cells. This is the first study to investigate activity of the splice variant ssuPAR, with results suggesting that this variant plays a limited role in epithelial cell function in this model. CONCLUSIONS Our data highlight muPAR as the critical molecule orchestrating effects of the plasminogen system on airway epithelial cell function. These data have implications for diseases, such as cancer and asthma, and suggest uPAR as the key therapeutic target for the pathway in approaches to alter epithelial cell function.
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Affiliation(s)
- Ceri E Stewart
- Division of Therapeutics and Molecular Medicine, University of Nottingham, Nottingham, NG7 2UH, UK
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Klein RM, Bernstein D, Higgins SP, Higgins CE, Higgins PJ. SERPINE1 expression discriminates site-specific metastasis in human melanoma. Exp Dermatol 2012; 21:551-4. [PMID: 22716255 DOI: 10.1111/j.1600-0625.2012.01523.x] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Depth of invasion, a quantifier of vertical growth, is a major cutaneous melanoma staging factor. Stromal penetrance requires pericellular proteolysis regulated by the serine protease and matrix metalloproteinase cascades. The serine protease inhibitor SERPINE1, a poor prognosis biomarker in various cancers, promotes tumor progression likely by titrating the extent and local of plasmin-initiated matrix remodelling. SERPINE1 in human melanoma was assessed using tissue arrays that included primary/metastatic tumors and normal skin. SERPINE1 was basal layer-restricted in the normal epidermis. SERPINE1 immunoreactivity was evident in 27/28 primary (96%) and 24/26 metastatic tumors (92%); cutaneous metastases (80%) had significantly elevated SERPINE1 levels compared with low signals characteristic of lymph node lesions. Moderate SERPINE1 expression was a general finding in primary melanoma, whereas reduced or increased SERPINE1 immunolocalization typified metastatic deposits. The amplitude of SERPINE1 expression may impact melanoma site-specific dissemination, with cutaneous metastases representing a high-SERPINE1 tumor subtype.
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Fumagalli D, Andre F, Piccart-Gebhart MJ, Sotiriou C, Desmedt C. Molecular biology in breast cancer: should molecular classifiers be assessed by conventional tools or by gene expression arrays? Crit Rev Oncol Hematol 2012; 84 Suppl 1:e58-69. [PMID: 22964299 DOI: 10.1016/j.critrevonc.2012.08.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2010] [Revised: 08/07/2012] [Accepted: 08/09/2012] [Indexed: 12/15/2022] Open
Abstract
Breast cancer is a complex disease, with heterogeneous presentations and clinical courses. Standard clinico-pathological parameters, relying on single gene or protein characterization determined with sometimes poorly-reproducible technologies, have shown limitations in the classification of the disease and in the prediction of individual patient outcomes and responses to therapy. Gene-expression profiling has revealed great potential to accurately classify breast cancer and define patient prognosis and prediction to anti-cancer therapy. Nevertheless, the performance of molecular classifiers remains sub-optimal, and both technical and conceptual improvements are needed. It is likely that determining the ideal strategy for tailoring treatment of breast cancer will require a more systematic, structured and multi-dimensional approach than in the past. Besides implementing cutting-edge technologies to detect genetic and epigenetic cancer alterations, the future of breast cancer research will in all probability rely on the innovative and multilevel integration of molecular profiles with clinical parameters of the disease and patient-related factors.
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Affiliation(s)
- Debora Fumagalli
- Breast Cancer Translational Research Unit, Jules Bordet Institute, Universite Libre de Bruxelles, Brussels, Belgium
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Ari F, Napieralski R, Ulukaya E, Dere E, Colling C, Honert K, Krüger A, Kiechle M, Schmitt M. Modulation of protein expression levels and DNA methylation status of breast cancer metastasis genes by anthracycline-based chemotherapy and the demethylating agent decitabine. Cell Biochem Funct 2011; 29:651-9. [DOI: 10.1002/cbf.1801] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2011] [Revised: 06/07/2011] [Accepted: 08/01/2011] [Indexed: 01/13/2023]
Affiliation(s)
- Ferda Ari
- Department of Biology; Faculty of Science and Art; Uludag University; Bursa; Turkey
| | - Rudolf Napieralski
- Department of Obstetrics and Gynecology; Technische Universitaet Muenchen; Klinikum rechts der Isar; Munich; Germany
| | - Engin Ulukaya
- Department of Medical Biochemistry; Medical School of Uludag University; Bursa; Turkey
| | - Egemen Dere
- Department of Biology; Faculty of Science and Art; Uludag University; Bursa; Turkey
| | - Christoph Colling
- Department of Obstetrics and Gynecology; Technische Universitaet Muenchen; Klinikum rechts der Isar; Munich; Germany
| | - Katja Honert
- Institute for Experimental Oncology and Therapy Research; Technische Universitaet Muenchen; Klinikum rechts der Isar; Munich; Germany
| | - Achim Krüger
- Institute for Experimental Oncology and Therapy Research; Technische Universitaet Muenchen; Klinikum rechts der Isar; Munich; Germany
| | - Marion Kiechle
- Department of Obstetrics and Gynecology; Technische Universitaet Muenchen; Klinikum rechts der Isar; Munich; Germany
| | - Manfred Schmitt
- Department of Obstetrics and Gynecology; Technische Universitaet Muenchen; Klinikum rechts der Isar; Munich; Germany
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Schmitt M, Harbeck N, Brünner N, Jänicke F, Meisner C, Mühlenweg B, Jansen H, Dorn J, Nitz U, Kantelhardt EJ, Thomssen C. Cancer therapy trials employing level-of-evidence-1 disease forecast cancer biomarkers uPA and its inhibitor PAI-1. Expert Rev Mol Diagn 2011; 11:617-34. [PMID: 21745015 DOI: 10.1586/erm.11.47] [Citation(s) in RCA: 74] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Clinical research on cancer biomarkers is essential in understanding recent discoveries in cancer biology and heterogeneity of the cancer disease. However, there are only a few examples of clinically useful studies that have identified cancer biomarkers with clinical benefit. Urokinase-type plasminogen activator (uPA) and its inhibitor plasminogen activator inhibitor type 1 (PAI-1) are two of the few tumor tissue-associated cancer biomarkers that have been evaluated successfully and extensively in many preclinical and clinical studies for their clinical utility. Most of the studies have been conducted in early breast cancer to demonstrate the prognostic and predictive value for this malignancy. As a result of these investigations, uPA and PAI-1 have reached the highest level of clinical evidence, level of evidence 1. This article sheds light on the current status of major clinical Phase II and III breast cancer therapy trials (Chemo-N0, NNBC-3 and Plan B), and introduces ongoing clinical trials targeting uPA in advanced cancers of the breast and pancreas, employing synthetic small-size drugs to counteract uPA activity (WX-UK1, Mesupron(®)). The therapeutic effect of a uPA-derived small-size synthetic peptide (Å6) is tested in advanced ovarian cancer patients.
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Affiliation(s)
- Manfred Schmitt
- Clinical Research Unit, Department of Obstetrics and Gynecology (Frauenklinik), Klinikum rechts der Isar of the Technical University of Munich, Ismaninger Strasse 22, D-81675 Munich, Germany.
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Schmitt M, Mengele K, Napieralski R, Magdolen V, Reuning U, Gkazepis A, Sweep F, Brünner N, Foekens J, Harbeck N. Clinical utility of level-of-evidence-1 disease forecast cancer biomarkers uPA and its inhibitor PAI-1. Expert Rev Mol Diagn 2011; 10:1051-67. [PMID: 21080821 DOI: 10.1586/erm.10.71] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The prognostic and/or predictive value of the cancer biomarkers, urokinase-type plasminogen activator (uPA) and its inhibitor (plasminogen activator inhibitor [PAI]-1), determined by ELISA in tumor-tissue extracts, was demonstrated for several cancer types in numerous clinically relevant retrospective or prospective studies, including a multicenter breast cancer therapy trial (Chemo-N0). Consequently, for the first time ever for any cancer biomarker for breast cancer, uPA and PAI-1 have reached the highest level of evidence, level-of-evidence-1. At present, two other breast cancer therapy trials, NNBC-3 and Plan B, also incorporating uPA and PAI-1 as treatment-assignment tools are in effect. Furthermore, small synthetic molecules targeting uPA are currently in Phase II clinical trials in patients afflicted with advanced cancer of the ovary, breast or pancreas.
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Affiliation(s)
- Manfred Schmitt
- Frauenklinik der Technischen Universitaet Muenchen, Germany.
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15
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Sudol M. From Rous sarcoma virus to plasminogen activator, src oncogene and cancer management. Oncogene 2011; 30:3003-10. [PMID: 21383693 DOI: 10.1038/onc.2011.38] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Plasminogen activator (PLAU) is a serine protease that converts plasminogen to plasmin, a general protease, which promotes fibrinolysis and degradation of extracellular matrix. PLAU was reported in 1970s as one of the robustly induced enzymatic activities in Rous sarcoma virus (RSV)-transformed chicken cells. More than three decades later, with the completion of the sequencing of the chicken genome and the subsequent availability of Affymetrix GeneChip genome arrays, several laboratories have surveyed the transcriptional program affected by the RSV transformation. Interestingly, the PLAU gene was shown to be the most highly upregulated transcript. The induction of PLAU was a transformation-dependent process because viruses with deleted Src gene did not induce the transcription of the PLAU gene. Both Src and PLAU genes are associated with and contribute to the complex phenotype of human cancer. Although the activity and structures of these two enzymes are well characterized, the precise molecular function of these gene products in signaling networks is still not fully understood. Yet, the knowledge of their association with cancer is already translated into the clinical setting. Src kinase inhibitors are being tested in clinical trials of cancer therapy, and PLAU gene and its inhibitor have been included as biomarkers with strong prognostic and therapeutic predictive values. This vignette reviews the history of PLAU and Src discovery, and illuminates the complexity of their relationship, but also points to their emerging impact on public health.
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Affiliation(s)
- M Sudol
- Laboratory of Signal Transduction and Proteomic Profiling, Weis Center for Research, Geisinger Clinic, Danville, PA 17822-2608, USA.
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Lende TH, Janssen EA, Gudlaugsson E, Voorhorst F, Smaaland R, van Diest P, Søiland H, Baak JP. In Patients Younger Than Age 55 Years With Lymph Node–Negative Breast Cancer, Proliferation by Mitotic Activity Index Is Prognostically Superior to Adjuvant! J Clin Oncol 2011; 29:852-8. [DOI: 10.1200/jco.2009.25.0407] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
PurposeIn breast cancer, different tools are used for prognostication and adjuvant systemic therapy selection. We compared the accuracy of the online program Adjuvant!, the Norwegian Breast Cancer Group (NBCG) guidelines, and the proliferation factor mitotic activity index (MAI) in patients with lymph node (LN) –negative disease (pN0).Patients and MethodsAdjuvant! and MAI thresholds were set to 90% to 95% breast cancer–specific survival (BCSS) rates. These thresholds were 95% for Adjuvant!, 3 for MAI, and as follows for NBCG: pT1 grade 1 + pT1a-b grade 2 to 3; all pN0M0 and estrogen receptor/progesterone receptor positive versus all others. In 516 patients younger than age 55 years (T1-3N0M0) without adjuvant systemic therapy, univariable and multivariable 10-year BCSS rates were estimated.ResultsMedian follow-up time was 118 months. The concordance between MAI and Adjuvant! or NBCG was fair (κ = 0.35 and κ = 0.29, respectively). Adjuvant!, NBCG, and MAI were all prognostically significant (P ≤ .001). In the univariable analysis, the 10-year BCSS of MAI less than 3 versus ≥ 3 was 95% v 71%, respectively, with a hazard ratio of 7.0. In multivariable analysis, MAI was superior to Adjuvant! and NBCG. The 10-year survival of Adjuvant! ≥ 95% versus less than 95% was 91% v 74%, respectively, but stratification by MAI identified subgroups with different prognosis. Similar results occurred for NBCG and MAI. Adjuvant! and NBCG were not prognostic to each other.ConclusionMAI is superior to Adjuvant! and NBCG in prognostication of patients with LN-negative breast cancer younger than age 55 years.
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Affiliation(s)
- Tone Hoel Lende
- From the Stavanger University Hospital, Stavanger; The Gade Institute of the Medical-Odontologic Faculty, University of Bergen, Bergen, Norway; Vrije Universiteit Medical Center, Amsterdam; and University Medical Center, Utrecht, the Netherlands
| | - Emiel A.M. Janssen
- From the Stavanger University Hospital, Stavanger; The Gade Institute of the Medical-Odontologic Faculty, University of Bergen, Bergen, Norway; Vrije Universiteit Medical Center, Amsterdam; and University Medical Center, Utrecht, the Netherlands
| | - Einar Gudlaugsson
- From the Stavanger University Hospital, Stavanger; The Gade Institute of the Medical-Odontologic Faculty, University of Bergen, Bergen, Norway; Vrije Universiteit Medical Center, Amsterdam; and University Medical Center, Utrecht, the Netherlands
| | - Feja Voorhorst
- From the Stavanger University Hospital, Stavanger; The Gade Institute of the Medical-Odontologic Faculty, University of Bergen, Bergen, Norway; Vrije Universiteit Medical Center, Amsterdam; and University Medical Center, Utrecht, the Netherlands
| | - Rune Smaaland
- From the Stavanger University Hospital, Stavanger; The Gade Institute of the Medical-Odontologic Faculty, University of Bergen, Bergen, Norway; Vrije Universiteit Medical Center, Amsterdam; and University Medical Center, Utrecht, the Netherlands
| | - Paul van Diest
- From the Stavanger University Hospital, Stavanger; The Gade Institute of the Medical-Odontologic Faculty, University of Bergen, Bergen, Norway; Vrije Universiteit Medical Center, Amsterdam; and University Medical Center, Utrecht, the Netherlands
| | - Håvard Søiland
- From the Stavanger University Hospital, Stavanger; The Gade Institute of the Medical-Odontologic Faculty, University of Bergen, Bergen, Norway; Vrije Universiteit Medical Center, Amsterdam; and University Medical Center, Utrecht, the Netherlands
| | - Jan P.A. Baak
- From the Stavanger University Hospital, Stavanger; The Gade Institute of the Medical-Odontologic Faculty, University of Bergen, Bergen, Norway; Vrije Universiteit Medical Center, Amsterdam; and University Medical Center, Utrecht, the Netherlands
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Kandenwein JA, Park-Simon TW, Schramm J, Simon M. uPA/PAI-1 expression and uPA promoter methylation in meningiomas. J Neurooncol 2010; 103:533-9. [DOI: 10.1007/s11060-010-0411-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2010] [Accepted: 09/06/2010] [Indexed: 12/31/2022]
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PAI-1 Regulates the Invasive Phenotype in Human Cutaneous Squamous Cell Carcinoma. JOURNAL OF ONCOLOGY 2010; 2009:963209. [PMID: 20204159 PMCID: PMC2829771 DOI: 10.1155/2009/963209] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2009] [Accepted: 11/24/2009] [Indexed: 01/24/2023]
Abstract
The emergence of highly aggressive subtypes of human cutaneous squamous cell carcinoma (SCC) often reflects increased autocrine/paracrine TGF-beta synthesis and epidermal growth factor receptor (EGFR) amplification. Cooperative TGF-beta/EGFR signaling promotes cell migration and induces expression of both proteases and protease inhibitors that regulate stromal remodeling resulting in the acquisition of an invasive phenotype. In one physiologically relevant model of human cutaneous SCC progression, TGF-beta1+EGF stimulation increases the production of several matrix metalloproteinases (MMPs), among the most prominent of which is MMP-10-an MMP known to be elevated in SCC in situ. Activation of stromal plasminogen appears to be critical in triggering downstream MMP activity. Paradoxically, PAI-1, the major physiological inhibitor of plasmin generation, is also upregulated under these conditions and is an early event in progression of incipient epidermal SCC. One testable hypothesis proposes that TGF-beta1+EGF-dependent MMP-10 elevation directs focalized matrix remodeling events that promote epithelial cell plasticity and tissue invasion. Increased PAI-1 expression serves to temporally and spatially modulate plasmin-initiated pericellular proteolysis, further facilitating epithelial invasive potential. Defining the complex signaling and transcriptional mechanisms that maintain this delicate balance is critical to developing targeted therapeutics for the treatment of human cutaneous malignancies.
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Appledorn DM, Dao KHT, O'Reilly S, Maher VM, McCormick JJ. Rac1 and Cdc42 are regulators of HRasV12-transformation and angiogenic factors in human fibroblasts. BMC Cancer 2010; 10:13. [PMID: 20067638 PMCID: PMC2826294 DOI: 10.1186/1471-2407-10-13] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2009] [Accepted: 01/12/2010] [Indexed: 01/12/2023] Open
Abstract
Background The activities of Rac1 and Cdc42 are essential for HRas-induced transformation of rodent fibroblasts. What is more, expression of constitutively activated mutants of Rac1 and/or Cdc42 is sufficient for their malignant transformation. The role for these two Rho GTPases in HRas-mediated transformation of human fibroblasts has not been studied. Here we evaluated the contribution of Rac1 and Cdc42 to maintaining HRas-induced transformation of human fibroblasts, and determined the ability of constitutively activated mutants of Rac1 or Cdc42 to induce malignant transformation of a human fibroblast cell strain. Methods Under the control of a tetracycline regulatable promoter, dominant negative mutants of Rac1 and Cdc42 were expressed in a human HRas-transformed, tumor derived fibroblast cell line. These cells were used to determine the roles of Rac1 and/or Cdc42 proteins in maintaining HRas-induced transformed phenotypes. Similarly, constitutively active mutants were expressed in a non-transformed human fibroblast cell strain to evaluate their potential to induce malignant transformation. Affymetrix GeneChip arrays were used for transcriptome analyses, and observed expression differences were subsequently validated using protein assays. Results Expression of dominant negative Rac1 and/or Cdc42 significantly altered transformed phenotypes of HRas malignantly transformed human fibroblasts. In contrast, expression of constitutively active mutants of Rac1 or Cdc42 was not sufficient to induce malignant transformation. Microarray analysis revealed that the expression of 29 genes was dependent on Rac1 and Cdc42, many of which are known to play a role in cancer. The dependence of two such genes, uPA and VEGF was further validated in both normoxic and hypoxic conditions. Conclusion(s) The results presented here indicate that expression of both Rac1 and Cdc42 is necessary for maintaining several transformed phenotypes in oncogenic HRas transformed human cells, including their ability to form tumors in athymic mice. Our data also indicate that expression of either activated Rac1 or Cdc42 alone is not sufficient for malignant transformation of human fibroblasts, although each is required for specific transformed phenotypes. Furthermore, our study elucidates that the expression of several highly significant cancer related genes require the activities of Rac1 and/or Cdc42 which may also play a critical role in cellular transformation.
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Affiliation(s)
- Daniel M Appledorn
- Carcinogenesis Laboratory, Michigan State University, East Lansing, Michigan, 48824-1302, USA
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Abstract
In this review we summarize the evidence for a role for hypoxic response in the biology of metastasis, with a particular emphasis on the metastasis of breast cancer and the function of the hypoxia inducible factor (HIF).
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Affiliation(s)
- Helene Rundqvist
- Molecular Biology Section, Division of Biological Sciences, University of California, San Diego, CA 92093, USA
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21
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Schmitt M, Mengele K, Gkazepis A, Napieralski R, Magdolen V, Reuning U, Harbeck N. Assessment of Urokinase-Type Plasminogen Activator and Its Inhibitor PAI-1 in Breast Cancer Tissue: Historical Aspects and Future Prospects. ACTA ACUST UNITED AC 2008; 3:3-10. [PMID: 20824007 DOI: 10.1159/000151737] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Manfred Schmitt
- Clinical Research Unit, Department of Obstetrics and Gynecology Klinikum rechts der Isar, Technical University of Munich, Germany
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Herszényi L, István G, Cardin R, De Paoli M, Plebani M, Tulassay Z, Farinati F. Serum cathepsin B and plasma urokinase-type plasminogen activator levels in gastrointestinal tract cancers. Eur J Cancer Prev 2008; 17:438-445. [PMID: 18714186 DOI: 10.1097/cej.0b013e328305a130] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Cathepsin B (CATB) and urokinase-type plasminogen activator (UPA) play an important part in cancer invasion and metastasis. The behavior of CATB and UPA has not been evaluated in the same experimental setting in different gastrointestinal tumors and in precancerous lesions. Serum CATB and plasma UPA levels were determined by enzyme-linked immunoadsorbent assay and their sensitivity, specificity, and diagnostic accuracy have been calculated in patients with colorectal (n=72), gastric (n=30), hepatocellular (n=28), and pancreatic cancer (n=15) as well as in gastric epithelial dysplasia (n=25), colorectal adenomas (n=30), and tumor-free control patients (n=44). Serum CATB and plasma UPA antigen concentrations were significantly higher in patients with cancer than in controls. When all tumors were considered, the sensitivity, specificity, and diagnostic accuracy of CATB (89, 86, and 89%) were higher than that of UPA (76, 70, and 74%). CATB demonstrated in all types of tumors a better diagnostic accuracy than UPA. The positive predictive values of CATB (95%) and UPA (89%) may suggest their use in the evaluation of patients with a suspicion of malignancy. CATB and UPA were significantly higher in patients with gastric epithelial dysplasia and colorectal adenomas than in controls. Antigen levels of CATB and UPA were significantly correlated in both cancers and precancerous lesions. At the time of clinical presentation, serum CATB and plasma UPA antigen levels are sensitive indicators of gastrointestinal malignancies. Determination of serum CATB and plasma UPA levels may be useful to identify patients at a higher risk for progression to cancer, who could be subjected to a more strict follow-up protocol.
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Affiliation(s)
- László Herszényi
- Department of Medicine, Clinical Gastroenterology Research Unit, Hungarian Academy of Science, Semmelweis University, Budapest, Hungary.
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Herszényi L, Farinati F, Cardin R, István G, Molnár LD, Hritz I, De Paoli M, Plebani M, Tulassay Z. Tumor marker utility and prognostic relevance of cathepsin B, cathepsin L, urokinase-type plasminogen activator, plasminogen activator inhibitor type-1, CEA and CA 19-9 in colorectal cancer. BMC Cancer 2008; 8:194. [PMID: 18616803 PMCID: PMC2474636 DOI: 10.1186/1471-2407-8-194] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2008] [Accepted: 07/10/2008] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Cathepsin B and L (CATB, CATL), urokinase-type plasminogen activator (uPA) and its inhibitor PAI-1 play an important role in colorectal cancer invasion. The tumor marker utility and prognostic relevance of these proteases have not been evaluated in the same experimental setting and compared with that of CEA and CA-19-9. METHODS Protease, CEA and CA 19-9 serum or plasma levels were determined in 56 patients with colorectal cancer, 25 patients with ulcerative colitis, 26 patients with colorectal adenomas and 35 tumor-free control patients. Protease, CEA, CA 19-9 levels have been determined by ELISA and electrochemiluminescence immunoassay, respectively; their sensitivity, specificity, diagnostic accuracy have been calculated and correlated with clinicopathological staging. RESULTS The protease antigen levels were significantly higher in colorectal cancer compared with other groups. Sensitivity of PAI-1 (94%), CATB (82%), uPA (69%), CATL (41%) were higher than those of CEA or CA 19-9 (30% and 18%, respectively). PAI-1, CATB and uPA demonstrated a better accuracy than CEA or CA 19-9. A combination of PAI-1 with CATB or uPA exhibited the highest sensitivity value (98%). High CATB, PAI-1, CEA and CA 19-9 levels correlated with advanced Dukes stages. CATB (P = 0.0004), CATL (P = 0.02), PAI-1 (P = 0.01) and CA 19-9 (P = 0.004) had a significant prognostic impact. PAI-1 (P = 0.001), CATB (P = 0.04) and CA 19-9 (P = 0.02) proved as independent prognostic variables. CONCLUSION At the time of clinical detection proteases are more sensitive indicators for colorectal cancer than the commonly used tumor markers. Determinations of CATB, CATL and PAI-1 have a major prognostic impact in patients with colorectal cancer.
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Affiliation(s)
- László Herszényi
- 2nd Department of Medicine, Semmelweis University, Budapest Hungarian Academy of Science, Clinical Gastroenterology Research Unit, Budapest, Hungary
| | - Fabio Farinati
- Department of Surgical & Gastroenterological Sciences (Gastroenterology Unit), University of Padova, Padova, Italy
| | - Romilda Cardin
- Department of Surgical & Gastroenterological Sciences (Gastroenterology Unit), University of Padova, Padova, Italy
| | - Gábor István
- 2nd Department of Surgery, Semmelweis University, Budapest, Hungary
| | - László D Molnár
- University of Technology and Economics; SocioMed Ltd., Budapest, Hungary
| | - István Hritz
- 2nd Department of Medicine, Semmelweis University, Budapest Hungarian Academy of Science, Clinical Gastroenterology Research Unit, Budapest, Hungary
| | - Massimo De Paoli
- Department of Central Laboratory, University of Padova, Padova, Italy
| | - Mario Plebani
- Department of Central Laboratory, University of Padova, Padova, Italy
| | - Zsolt Tulassay
- 2nd Department of Medicine, Semmelweis University, Budapest Hungarian Academy of Science, Clinical Gastroenterology Research Unit, Budapest, Hungary
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Autocrine induction of invasion and metastasis by tumor-associated trypsin inhibitor in human colon cancer cells. Oncogene 2008; 27:4024-33. [DOI: 10.1038/onc.2008.42] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Safely promoting breast-conserving surgery and preventing early relapses with an aromatase inhibitor. Surg Oncol 2008; 17:113-28. [PMID: 18178077 DOI: 10.1016/j.suronc.2007.11.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2007] [Revised: 11/01/2007] [Accepted: 11/26/2007] [Indexed: 11/24/2022]
Abstract
Neoadjuvant therapy improves patient outcomes substantially by increasing the rate of breast-conserving surgery. Following primary surgery, women with hormone-sensitive early breast cancer remain at risk for loco-regional and systemic recurrence. The most common relapse event, distant metastases, is associated with the poorest outcomes. As a neoadjuvant therapy, anastrozole, letrozole, and exemestane have been investigated in phase 3 studies and have shown efficacy in this setting. All three aromatase inhibitors (AIs) significantly improved the rate of breast-conserving surgery. As initial adjuvant therapy, the third-generation AIs anastrozole and letrozole more effectively reduce recurrence risk compared with tamoxifen following surgery, especially in the first 2 years, when the risk is greatest. Tamoxifen, once the standard initial therapy, is associated with improved disease-free survival but may be more effective at reducing loco-regional recurrence than distant metastases. Initial adjuvant letrozole therapy has also shown a pronounced reduction in the risk of distant metastases early on in the course of therapy. If AIs are not used upfront, sequential use of exemestane or anastrozole following tamoxifen provides greater protection against relapse than continuing on tamoxifen. Side effects associated with estrogen deprivation of AIs are less serious than those of tamoxifen and are easily managed. Various molecular markers are under study as surrogates to predict response to neoadjuvant therapy, which may in turn predict responsiveness to adjuvant therapy. Surgeons treating breast cancer patients and prescribing endocrine therapy should be aware of all treatment strategies, including neoadjuvant and adjuvant hormonal therapy, and inform their patients of the benefits and the potential side effects. Early and long-term-risk reduction with AI treatment should be discussed with patients, as should the management of common AI-associated adverse events.
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Evaluating Medical Decision Making Heuristics and Other Business Heuristics with Neural Networks. ACTA ACUST UNITED AC 2008. [DOI: 10.1007/978-3-540-76829-6_10] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2023]
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