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Kuo IY, Liu D, Lai WW, Wang YC, Loh YP. Carboxypeptidase E mRNA: Overexpression predicts recurrence and death in lung adenocarcinoma cancer patients. Cancer Biomark 2021; 33:369-377. [PMID: 34511486 DOI: 10.3233/cbm-210206] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND Effective biomarkers for prediction of recurrence of lung adenocarcinoma cancer (LADC) patients are needed to determine treatment strategies post-surgery to improve outcome. OBJECTIVE This study evaluates the efficacy of carboxypeptidase E (CPE) mRNA including its splice isoforms, CPE-ΔN, as a biomarker for predicting recurrence in adenocarcinoma patients. METHODS RNA was extracted from resected tumors from 86 patients with different stages of non-small cell LADC. cDNA was synthesized and qRT-PCR carried out to determine the copy numbers of CPE/CPE-ΔN mRNA. Patients were followed for 7 years post-tumor resection to determine recurrence and death. RESULTS ROC curve analysis showed the overall AUC for CPE/CPE-ΔN copy number was 0.563 in predicting recurrence and 0.563 in predicting death. Kaplan-Meier survival analysis showed statistical difference (p= 0.018), indicating that patients with high CPE/CPE-ΔN copy numbers had a shorter time of disease-free survival and also shorter time to death (p= 0.035). Subgroup analyses showed that association of disease-free survival time with CPE/CPE-ΔN copy number was stronger among stage I and II LADC patients (p= 0.047). CONCLUSIONS CPE/CPE-ΔN mRNA is a potentially useful biomarker for predicting recurrence and death in LADC patients, especially in identifying patients at high risk of recurrence at early stages I and II.
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Affiliation(s)
- I-Ying Kuo
- Institute of Basic Medical Sciences and Department of Pharmacology, National Cheng Kung University, Tainan, Taiwan
| | - Danping Liu
- Biostatistics and Bioinformatics Branch, Bethesda, MD, USA.,Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Wu-Wei Lai
- Department of Surgery, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yi-Ching Wang
- Institute of Basic Medical Sciences and Department of Pharmacology, National Cheng Kung University, Tainan, Taiwan
| | - Y Peng Loh
- Section on Cellular Neurobiology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, USA
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Wang X, Bera K, Barrera C, Zhou Y, Lu C, Vaidya P, Fu P, Yang M, Schmid RA, Berezowska S, Choi H, Velcheti V, Madabhushi A. A prognostic and predictive computational pathology image signature for added benefit of adjuvant chemotherapy in early stage non-small-cell lung cancer. EBioMedicine 2021; 69:103481. [PMID: 34265509 PMCID: PMC8282972 DOI: 10.1016/j.ebiom.2021.103481] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 06/24/2021] [Accepted: 06/24/2021] [Indexed: 12/02/2022] Open
Abstract
Poster presentation at the USCAP 108th Annual Meeting, March 16–21, 2019.
Background We developed and validated a prognostic and predictive computational pathology risk score (CoRiS) using H&E stained tissue images from patients with early-stage non-small cell lung cancer (ES-NSCLC). Methods 1330 patients with ES-NSCLC were acquired from 3 independent sources and divided into four cohorts D1-4. D1 comprised 100 surgery treated patients and was used to identify prognostic features via an elastic-net Cox model to predict overall and disease-free survival. CoRiS was constructed using the Cox model coefficients for the top features. The prognostic performance of CoRiS was evaluated on D2 (N=331), D3 (N=657) and D4 (N=242). Patients from D2 and D3 which comprised surgery + chemotherapy were used to validate CoRiS as predictive of added benefit to adjuvant chemotherapy (ACT) by comparing survival between different CoRiS defined risk groups. Findings CoRiS was found to be prognostic on univariable analysis, D2 (hazard ratio (HR) = 1.41, adjusted (adj.) P = .01) and D3 (HR = 1.35, adj. P < .001). Multivariable analysis showed CoRiS was independently prognostic, D2 (HR = 1.41, adj. P < .001) and D3 (HR = 1.35, adj. P < .001), after adjusting for clinico-pathologic factors. CoRiS was also able to identify high-risk patients who derived survival benefit from ACT D2 (HR = 0.42, adj. P = .006) and D3 (HR = 0.46, adj. P = .08). Interpretation CoRiS is a tissue non-destructive, quantitative and low-cost tool that could potentially help guide management of ES-NSCLC patients.
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Affiliation(s)
- Xiangxue Wang
- Center for Computational Imaging and Personalized Diagnostics, Case Western Reserve University, OH, USA
| | - Kaustav Bera
- Center for Computational Imaging and Personalized Diagnostics, Case Western Reserve University, OH, USA
| | - Cristian Barrera
- Center for Computational Imaging and Personalized Diagnostics, Case Western Reserve University, OH, USA
| | - Yu Zhou
- Center for Computational Imaging and Personalized Diagnostics, Case Western Reserve University, OH, USA
| | - Cheng Lu
- Center for Computational Imaging and Personalized Diagnostics, Case Western Reserve University, OH, USA
| | - Pranjal Vaidya
- Center for Computational Imaging and Personalized Diagnostics, Case Western Reserve University, OH, USA
| | - Pingfu Fu
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, OH, USA
| | - Michael Yang
- Department of Pathology-Anatomic, University Hospitals, OH, USA
| | | | - Sabina Berezowska
- Institute of Pathology, University of Bern, Bern, Switzerland; Department of Laboratory Medicine and Pathology, Institute of Pathology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Humberto Choi
- Department of Pulmonary and Critical Care Medicine, Respiratory Institute, Cleveland Clinic Foundation, OH, USA
| | | | - Anant Madabhushi
- Center for Computational Imaging and Personalized Diagnostics, Case Western Reserve University, OH, USA; Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, OH, USA.
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Ke H, Wu Y, Wang R, Wu X. Creation of a Prognostic Risk Prediction Model for Lung Adenocarcinoma Based on Gene Expression, Methylation, and Clinical Characteristics. Med Sci Monit 2020; 26:e925833. [PMID: 33021972 PMCID: PMC7549534 DOI: 10.12659/msm.925833] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Background This study aimed to identify important marker genes in lung adenocarcinoma (LACC) and establish a prognostic risk model to predict the risk of LACC in patients. Material/Methods Gene expression and methylation profiles for LACC and clinical information about cases were downloaded from the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) databases, respectively. Differentially expressed genes (DEGs) and differentially methylated genes (DMGs) between cancer and control groups were selected through meta-analysis. Pearson coefficient correlation analysis was performed to identify intersections between DEGs and DMGs and a functional analysis was performed on the genes that were correlated. Marker genes and clinical factors significantly related to prognosis were identified using univariate and multivariate Cox regression analyses. Risk prediction models were then created based on the marker genes and clinical factors. Results In total, 1975 DEGs and 2095 DMGs were identified. After comparison, 16 prognosis-related genes (EFNB2, TSPAN7, INPP5A, VAMP2, CALML5, SNAI2, RHOBTB1, CKB, ATF7IP2, RIMS2, RCBTB2, YBX1, RAB27B, NFATC1, TCEAL4, and SLC16A3) were selected from 265 overlapping genes. Four clinical factors (pathologic N [node], pathologic T [tumor], pathologic stage, and new tumor) were associated with prognosis. The prognostic risk prediction models were constructed and validated with other independent datasets. Conclusions An integrated model that combines clinical factors and gene markers is useful for predicting risk of LACC in patients. The 16 genes that were identified, including EFNB2, TSPAN7, INPP5A, VAMP2, and CALML5, may serve as novel biomarkers for diagnosis of LACC and prediction of disease prognosis.
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Affiliation(s)
- Honggang Ke
- Department of Cardiovascular and Thoracic Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China (mainland)
| | - Yunyu Wu
- Qixiu Campus, Nantong University, Nantong, Jiangsu, China (mainland)
| | - Runjie Wang
- Department of Oncology, Wuxi People's Hospital, Wuxi, Jiangsu, China (mainland)
| | - Xiaohong Wu
- Department of Medical Oncology, Affiliated Hospital of Jiangnan University and Wuxi 4th People's Hospital, Wuxi, Jiangsu, China (mainland)
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Veena VS, George PS, Rajan K, Chandramohan K, Jayasree K, Sujathan K. Immunocytochemistry on Sputum Samples Predicts Prognosis of Lung Cancer. J Cytol 2019; 36:38-43. [PMID: 30745738 PMCID: PMC6343390 DOI: 10.4103/joc.joc_103_17] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Context Despite sputum cytology being accepted as a simple and noninvasive diagnostic method for lung cancer, the clinical usefulness of sputum for evaluation of prognosis is yet to be explored. Validation of some of the markers in sputum for prognosis prediction will be highly useful for selective therapy. Aims This study was aimed to evaluate a reliable panel of immunocytochemical markers for their significance to predict survival. Materials and Methods We have analyzed the expression of p53, p16, galectin-3, and epidermal growth factor receptor (EGFR) proteins in sputum samples processed in a mucolytic agent/cellblock and compared the same with that of the corresponding tissue samples. Results Overexpression of p16 and EGFR was found to have a better survival benefit, whereas positive p53 and galectin-3 expressions had shorter period of survival. Expression patterns of all these four proteins were more or less similar in smears, cellblocks of sputum, and tissue samples except for slight changes in staining intensity which was not found to be statistically significant. No significant difference was found in the association of these proteins with survival pattern between sputum and tissue samples. Conclusion This is the first report of immunocytochemistry of a panel of markers on cells exfoliated in sputum samples which suggests that analysis of immunocytochemical markers in sputum samples can be attempted as a cost-effective and reliable predictor of prognosis and survival. Accumulation of mutated p53, overexpression of galectin-3, and lower expression of p16 and EGFR proteins were found to predict poor prognosis for lung cancer.
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Affiliation(s)
- V S Veena
- Division of Pathology, Regional Cancer Centre, Trivandrum, Kerala, India
| | - Preethi Sara George
- Division of Cancer Epidemiology, Regional Cancer Centre, Trivandrum, Kerala, India
| | - K Rajan
- Division of Respiratory Medicine, Medical College, Trivandrum, Kerala, India
| | - K Chandramohan
- Division of Surgical Oncology, Regional Cancer Centre, Trivandrum, Kerala, India
| | - K Jayasree
- Division of Pathology, Regional Cancer Centre, Trivandrum, Kerala, India
| | - K Sujathan
- Division of Cancer Research, Regional Cancer Centre, Trivandrum, Kerala, India
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Liang H, Liu M, Yan X, Zhou Y, Wang W, Wang X, Fu Z, Wang N, Zhang S, Wang Y, Zen K, Zhang CY, Hou D, Li J, Chen X. miR-193a-3p functions as a tumor suppressor in lung cancer by down-regulating ERBB4. J Biol Chem 2015; 290:926-940. [PMID: 25391651 PMCID: PMC4294520 DOI: 10.1074/jbc.m114.621409] [Citation(s) in RCA: 76] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2014] [Revised: 11/10/2014] [Indexed: 12/19/2022] Open
Abstract
ERBB4, one of four ErbB receptor tyrosine kinase family members, plays an important role in the etiology and progression of lung cancer. In this study, we found that the ERBB4 protein levels were consistently up-regulated in lung cancer tissues, whereas the mRNA levels varied randomly, suggesting that a post-transcriptional mechanism was involved in regulating ERBB4 expression. Because microRNAs are powerful post-transcriptional regulators of gene expression, we used bioinformatic analyses to search for microRNAs that can potentially target ERBB4. We identified specific targeting sites for miR-193a-3p in the 3'-UTR of ERBB4. We further identified an inverse correlation between miR-193a-3p levels and ERBB4 protein levels, but not mRNA levels, in lung cancer tissue samples. By overexpressing or knocking down miR-193a-3p in lung cancer cells, we experimentally confirmed that miR-193a-3p directly recognizes the 3'-UTR of the ERBB4 transcript and regulates ERBB4 expression. Furthermore, the biological consequences of the targeting of ERBB4 by miR-193a-3p were examined in vitro via cell proliferation, invasion, and apoptosis assays and in vivo using a mouse xenograft tumor model. We demonstrated that the repression of ERBB4 by miR-193a-3p suppressed proliferation and invasion and promoted apoptosis in lung cancer cells and that miR-193a-3p exerted an anti-tumor effect by negatively regulating ERBB4 in xenograft mice. Taken together, our findings provide the first clues regarding the role of miR-193a-3p as a tumor suppressor in lung cancer through the inhibition of ERBB4 translation.
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Affiliation(s)
- Hongwei Liang
- From the Jiangsu Engineering Research Center for microRNA Biology and Biotechnology, State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093, China
| | - Minghui Liu
- From the Jiangsu Engineering Research Center for microRNA Biology and Biotechnology, State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093, China
| | - Xin Yan
- the Comprehensive Cancer Center of Drum Tower Hospital affiliated with Medical School of Nanjing University and Clinical Cancer Institute of Nanjing University, Nanjing, Jiangsu 210008, China, and
| | - Yong Zhou
- the Department of Thoracic and Cardiovascular surgery, Drum Tower Hospital affiliated with Medical School of Nanjing University, Nanjing, Jiangsu 210008, China
| | - Wengong Wang
- the Department of Thoracic and Cardiovascular surgery, Drum Tower Hospital affiliated with Medical School of Nanjing University, Nanjing, Jiangsu 210008, China
| | - Xueliang Wang
- From the Jiangsu Engineering Research Center for microRNA Biology and Biotechnology, State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093, China
| | - Zheng Fu
- From the Jiangsu Engineering Research Center for microRNA Biology and Biotechnology, State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093, China
| | - Nan Wang
- From the Jiangsu Engineering Research Center for microRNA Biology and Biotechnology, State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093, China
| | - Suyang Zhang
- From the Jiangsu Engineering Research Center for microRNA Biology and Biotechnology, State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093, China
| | - Yanbo Wang
- From the Jiangsu Engineering Research Center for microRNA Biology and Biotechnology, State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093, China
| | - Ke Zen
- From the Jiangsu Engineering Research Center for microRNA Biology and Biotechnology, State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093, China
| | - Chen-Yu Zhang
- From the Jiangsu Engineering Research Center for microRNA Biology and Biotechnology, State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093, China
| | - Dongxia Hou
- From the Jiangsu Engineering Research Center for microRNA Biology and Biotechnology, State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093, China,
| | - Jing Li
- From the Jiangsu Engineering Research Center for microRNA Biology and Biotechnology, State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093, China,
| | - Xi Chen
- From the Jiangsu Engineering Research Center for microRNA Biology and Biotechnology, State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093, China,
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HER2/neu: an increasingly important therapeutic target. Part 2: Distribution of HER2/neu overexpression and gene amplification by organ, tumor site and histology. ACTA ACUST UNITED AC 2014. [DOI: 10.4155/cli.14.62] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Abstract
In non-small-cell lung cancer (NSCLC), the identification of oncogenic driver mutations led to the definition of different clinical entities with different therapeutic opportunities, as demonstrated in patients harboring EGF receptor (EGFR) mutations or anaplastic lymphoma kinase translocations. Human EGFR2 (or HER2) has an established role as a prognostic and predictive factor in breast cancer. Although HER2 deregulation, including overexpression, amplification and mutation, has been described in NSCLC, its role as a therapy biomarker remains undefined. In the last few years, there has been a growing interest on HER2 mutation, with few anecdotal or retrospective studies suggesting a relevant role for this biomarker. This review discusses the prognostic and predictive impact of HER2 deregulation and the clinical implications of anti-HER2 strategies in NSCLC.
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Affiliation(s)
- Lorenza Landi
- Medical Oncology Department, Istituto Toscano Tumori, Ospedale Civile, viale Alfieri 36, 57100 Livorno, Italy
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Gómez AM, Jarabo Sarceda JR, García-Asenjo JAL, Fernandez C, Hernandez S, Sanz J, Fernandez E, Calatayud J, Torres A, Hernando F. Relationship of immunohistochemical biomarker expression and lymph node involvement in patients undergoing surgical treatment of NSCLC with long-term follow-up. Tumour Biol 2014; 35:4551-9. [PMID: 24443268 DOI: 10.1007/s13277-013-1599-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2013] [Accepted: 12/23/2013] [Indexed: 01/28/2023] Open
Abstract
We try to identify the relationship between immunohistochemical marker expression and lymph node involvement in a cohort of 282 patients followed for 5 years after curative resection for NSCLC. In 189 patients (67%), lymph nodes were unaffected while 93 patients (33%) showed nodal involvement. The expression of 15 molecular markers was determined from each patient by tissue-array immunohistochemistry. Univariate analysis indicated significantly higher expression of E-cadherin, γ-catenin, p27, and p53 in patients with lymph node involvement. In those with unaffected nodes, p16 and Rb were expressed. E-cadherin expression was related to a 50% mortality reduction in patients with node involvement (hazard ratio (HR) 0.5; p = 0.017). c-erbB-2 expression was correlated with a 3.4-fold increase in mortality compared to patients without expression of this marker in subjects without node involvement (HR 3.41; p = 0.017). Multivariate analysis identified c-erbB-2 (HR 2.22; p = 0.089) and p27 (HR 1.44; p = 0.019) as prognostics of mortality while Rb (HR 0.74) indicated a good prognosis. The expression of proteins encoded by oncogenes and tumor suppressor genes was different according to lymph node involvement. The increased mortality related to c-erbB-2 expression in patients with unaffected lymph nodes would suggests a need for adjuvant treatment.
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Affiliation(s)
- Ana María Gómez
- Thoracic Surgery Department, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), C/Martin Lagos s/n, 28040, Madrid, Spain
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Anguiano A, Potti A. Genomic signatures individualize therapeutic decisions in non-small-cell lung cancer. Expert Rev Mol Diagn 2014; 7:837-44. [DOI: 10.1586/14737159.7.6.837] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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10
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A phase I study of nelfinavir concurrent with temozolomide and radiotherapy in patients with glioblastoma multiforme. J Neurooncol 2013; 116:365-372. [PMID: 24194293 DOI: 10.1007/s11060-013-1303-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2013] [Accepted: 10/21/2013] [Indexed: 10/26/2022]
Abstract
We conducted a phase I trial to examine the maximally tolerated dose (MTD) of the oral protease inhibitor nelfinavir (NFV) in combination with temozolomide and concurrent radiotherapy in patients with glioblastoma and to gather preliminary data for response. The study was conducted in patients with newly diagnosed glioblastoma after surgical resection. Patients were treated with standard radiotherapy (6,000 cGy to the gross tumor volume), temozolomide (75 mg/m(2) daily) together with daily oral NFV starting 7-10 days prior to chemoradiotherapy continuing for the duration of chemoradiation for 6 weeks. Temozolomide (150-200 mg/m(2)) was resumed 4 weeks after completion of chemoradiotherapy. Two dose levels of NFV were investigated: 625 mg twice daily (bid) and 1,250 mg bid in a cohort escalation design. A total of 21 patients were enrolled. At the maximum tolerated dose, 18 subjects were enrolled to further evaluate toxicity and for preliminary estimate of efficacy for further phase II study. No dose-limiting toxicity was noted at 625 mg bid. At 1,250 mg bid, 3 dose-limiting episodes of hepatotoxicity were noted and one dose-limiting episode of diarrhea. The MTD for this study was 1,250 mg bid. NFV (1,250 mg bid) concurrent with temozolomide and radiotherapy is tolerated in most patients with glioblastoma. At the 1,250 mg bid dose level, patients should be monitored for hepatotoxicity and GI side effects.
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Bauml J, Mick R, Zhang Y, Watt CD, Vachani A, Aggarwal C, Evans T, Langer C. Determinants of survival in advanced non--small-cell lung cancer in the era of targeted therapies. Clin Lung Cancer 2013; 14:581-91. [PMID: 23827517 DOI: 10.1016/j.cllc.2013.05.002] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2013] [Revised: 05/09/2013] [Accepted: 05/14/2013] [Indexed: 11/17/2022]
Abstract
BACKGROUND Molecular profiling of non-small-cell lung cancer (NSCLC) samples has a profound impact on choice of therapy. However, it is less clear whether EGFR and KRAS mutations are prognostic outside of a trial-based treatment paradigm. METHODS We performed a retrospective chart review of 513 patients with NSCLC undergoing EGFR and KRAS mutational analysis at the Hospital of the University of Pennsylvania between May 2008 and November 2011. Survival analysis was based on the 376 patients who received systemic treatment, and their survival was determined from the date of initiation of systemic therapy. RESULTS The median overall survival (OS) was 30.8 months (95% confidence interval [CI], 24.7-36.9). Neither EGFR mutational status (P = .09) nor KRAS mutational status (0.69) was associated with OS. Female sex (P < .001), never smoker status (P = .01), better performance status (PS) (P < .001), lower Charlson Comorbidity Index (P < .001), and lower age-weighted index (P < .001) were associated with prolonged survival. The presence of bone metastases (P = .001) and liver metastases (P = .004) was also associated with a shortened survival. In a multivariable regression that adjusted for stage, we demonstrated that male gender (P = .002), worse Eastern Cooperative Oncology Group PS (P = .01), metastases to bone (P = .03), and higher age-weighted comorbidity index (P = .001) were independent prognostic factors for shorter survival. EGFR mutation status was not prognostic (P = .85). CONCLUSION In our series, EGFR and KRAS do not function as prognostic determinants for NSCLC.
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Affiliation(s)
- Joshua Bauml
- Abramson Cancer Center, Hospital of the University of Pennsylvania, Philadelphia, PA, USA.
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12
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Prognostic value of K-RAS mutations in patients with non-small cell lung cancer: a systematic review with meta-analysis. Lung Cancer 2013; 81:1-10. [PMID: 23608713 DOI: 10.1016/j.lungcan.2013.03.019] [Citation(s) in RCA: 111] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2013] [Revised: 03/18/2013] [Accepted: 03/23/2013] [Indexed: 11/23/2022]
Abstract
K-RAS gene mutations have been found in 20-30% of non-small cell lung cancer and occur most commonly in adenocarcinoma, however, there was no definitive conclusion about the prognostic role of K-RAS mutations in NSCLC. Herein we performed a systematic review of the literatures with meta-analysis to assess K-RAS mutations' prognostic value in NSCLC. After a methodological assessment, survival data from published studies were aggregated. Combined hazard ratios (HRs) and corresponding 95% confidence intervals (CIs) were calculated in terms of overall survival. 41 trials (6939 patients) were included in the analysis, the overall HR was 1.45 (95% CI: 1.29-1.62), showing that K-RAS mutations have an unfavorable impact on survival of patients with NSCLC. Then a subgroup analysis was performed about ethnicity, the combined HR was 1.97 (95% CI: 1.58-2.44) for Asians, and 1.37 (95% CI: 1.25-1.5) for non-Asians. In subgroup analysis of histology, the HR was 1.39 (95% CI: 1.24-1.55) for adenocarcinoma, suggesting that K-RAS mutations were correlated with shortened survival for adenocarcinoma. When the subgroup analysis was conducted according to disease stage, K-RAS mutations were poor prognostic factors in early stages: stage I (1.81; 95% CI: 1.36-2.39) and stage I-IIIa (1.68; 95% CI: 1.11-2.55), but not in advanced stage (IIIb-IV) (1.3; 95% CI: 0.99-1.71). At last, in subgroup analysis about test methods, all of the four methods: PCR-MSOP (1.73; 95% CI: 1.35-2.2), PCR-DGGE (1.27; 95% CI: 1.01-1.62), PCR-RFLP (1.88; 95% CI: 1.42-2.49) and PCR-seq (1.34; 95% CI: 1.14-1.58) showed statistically significant impact on survival of NSCLC patients. In conclusion, this meta-analysis suggests that K-RAS mutations are associated with a worse overall survival in patients with NSCLC, especially in patients with adenocarcinoma and early stage.
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Lin J, Beer DG. Update on recent prognostic markers in adenocarcinoma. Lung Cancer Manag 2013. [DOI: 10.2217/lmt.13.6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
SUMMARY Biomarkers have evolved from individual markers to gene signatures validated in multi-institutional studies and independent datasets. Multiple gene signatures have been associated with survival, as well as defining outcome following specific adjuvant chemotherapy. The heterogeneity of lung cancer has necessitated the incorporation of multiple genes in mRNA signatures. The use of plasma miRNA profiles in the diagnosis or prognosis of early-stage lung carcinoma also appears promising. However, challenges remain, with questions regarding reproducibility, standardized techniques, cost and differences between gene signatures. Before they can be widely adopted, molecular profiles must be validated in large, prospective trials evaluating the specific patient population for which the profiles are to be utilized.
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Affiliation(s)
- Jules Lin
- Section of Thoracic Surgery, University of Michigan, 1500 East Medical Center Drive, 2120TC/5344, Ann Arbor, MI 48109-5344, USA.
| | - David G Beer
- Section of Thoracic Surgery, University of Michigan, 1500 East Medical Center Drive, 2120TC/5344, Ann Arbor, MI 48109-5344, USA
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Sterlacci W, Fiegl M, Tzankov A. Prognostic and Predictive Value of Cell Cycle Deregulation in Non-Small-Cell Lung Cancer. Pathobiology 2012; 79:175-94. [DOI: 10.1159/000336462] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2011] [Accepted: 01/12/2012] [Indexed: 12/29/2022] Open
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Yeh KT, Wu YH, Lee MC, Wang L, Li CT, Chen CY, Lee H. XPC mRNA level may predict relapse in never-smokers with non-small cell lung cancers. Ann Surg Oncol 2011; 19:734-42. [PMID: 21861227 DOI: 10.1245/s10434-011-1992-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2011] [Indexed: 01/08/2023]
Abstract
BACKGROUND Disease recurrence and distant metastasis are the major causes of death in resected non-small cell lung cancer (NSCLC). The prognostic marker for never-smokers with this disease remains to be identified. To improve patient outcome, establishing an adjacent molecular marker to predict relapse of NSCLC in never-smokers is needed. METHODS Three hundred two lung tumors from NSCLC patients and normal lung tissues from 68 noncancer subjects were enrolled to evaluate XPC (xeroderma pigmentosum group C) mRNA expression by quantitative real-time reverse transcriptase polymerase chain reaction. Receiver operating characteristic curve analysis was used to search for a feasible cutoff point of XPC mRNA levels for predicting recurrence-free survival. Of the 326 patients, 214 were confirmed as only receiving surgical resection. Kaplan-Meier and multivariate Cox regression analysis were used to assess the prognostic value of XPC mRNA level in lung tumors from patients who only received surgical resection. RESULTS Receiver operating characteristic curve analysis indicated 30.28 as a cutoff point, and thus 150 and 64 tumors with low- and high-XPC mRNA expression were categorized in this study population. Low-XPC mRNA appeared with more frequency in never-smokers and in late-stage (stage II-III) disease than smokers and early-stage disease (stage I). Kaplan-Meier analysis indicated that patients with low-XPC mRNA had shorter recurrence-free survival than that found in never-smokers (P = 0.002), but not in smokers (P = 0.296). Cox regression analysis further revealed that low-XPC mRNA may independently predict relapse in lung cancer of never-smokers (hazard ratio 2.34, 95% confidence interval 1.21-4.51, P = 0.011). CONCLUSIONS Low-XPC mRNA may predict relapse in lung cancer patients who are never-smokers.
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Affiliation(s)
- Kun-Tu Yeh
- Department of Pathology, Changhua Christian Hospital, Changhua, Taiwan, ROC
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Lin J, Beer DG. Molecular Predictors of Prognosis in Lung Cancer. Ann Surg Oncol 2011; 19:669-76. [DOI: 10.1245/s10434-011-1967-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2010] [Indexed: 01/04/2023]
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The Role of Human Epidermal Growth Factor Receptor 2 as a Prognostic Factor in Lung Cancer: A Meta-Analysis of Published Data. J Thorac Oncol 2010; 5:1922-32. [PMID: 21155183 DOI: 10.1097/jto.0b013e3181f26266] [Citation(s) in RCA: 110] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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18
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Prognostic Significance and Clinicopathological Associations of COX-2 SNP in Patients with Nonsmall Cell Lung Cancer. JOURNAL OF ONCOLOGY 2009; 2009:139590. [PMID: 20016751 PMCID: PMC2793422 DOI: 10.1155/2009/139590] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/21/2009] [Accepted: 09/04/2009] [Indexed: 11/18/2022]
Abstract
Background. To further improve the screening, diagnosis, and therapy of patients with nonsmall cell lung cancer (NSCLC) additional diagnostic tools are urgently needed. Gene expression of Cyclooxygenase-2 (COX-2) has been linked to prognosis in patients with NSCLC. The role of the COX-2 926G>C Single Nucleotide Polymorphism (SNP) in patients with NSCLC remains unclear. The aim of this study was to investigate the potential of the COX-2 926G>C SNP as a molecular marker in this disease.
Methods. COX-2 926G>C SNP was analyzed in surgically resected tumor tissue of 85 patients with NSCLC using a PCR-based RFLP technique. Results. The COX-2 926G>C SNP genotypes were detected with the following frequencies: GG n = 62 (73%), GC n = 20 (23%), CC n = 3 (4%). There were no associations between COX-2 SNP genotype and histology, grading or gender detectable. COX-2 SNP was significantly associated with tumor stage (P = .032) and lymph node status (P = .016, Chi-square test). With a median followup of 85.9 months, the median survival was 59.7 months. There were no associations seen between the COX-2 SNP genotype and patients prognosis.
Conclusions. The COX-2 926G>C SNP is detectable at a high frequency in patients with NSCLC. The COX-2 926G>C SNP genotype is not a prognostic molecular marker in this disease. However, patients with the GC or CC genotype seem more susceptible to lymph node metastases and higher tumor stage than patients with the GG genotype. The results suggest COX-2 926G>C SNP as a molecular marker for lymph node involvement in this disease.
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Hoffmann A, Kaifi J, Vallböhmer D, Yekebas E, Grimminger P, Leers J, Izbicki J, Hölscher A, Schneider P, Metzger R, Brabender J. Lack of prognostic significance of serum DNA methylation of DAPK, MGMT, and GSTPI in patients with non-small cell lung cancer. J Surg Oncol 2009; 100:414-7. [DOI: 10.1002/jso.21348] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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20
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Prognostic and Predictive Markers of Benefit from Adjuvant Chemotherapy in Early-Stage Non-small Cell Lung Cancer. J Thorac Oncol 2009; 4:891-910. [DOI: 10.1097/jto.0b013e3181a4b8fb] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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21
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Raz DJ, Ray MR, Kim JY, He B, Taron M, Skrzypski M, Segal M, Gandara DR, Rosell R, Jablons DM. A multigene assay is prognostic of survival in patients with early-stage lung adenocarcinoma. Clin Cancer Res 2008; 14:5565-70. [PMID: 18765549 DOI: 10.1158/1078-0432.ccr-08-0544] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Clinical staging does not adequately risk stratify patients with early stage non-small cell lung cancer. We sought to generate a real-time PCR (RT-PCR)-based prognostic model in patients with early stage lung adenocarcinoma, the dominant histology of lung cancer in the United States. EXPERIMENTAL DESIGN We studied gene expression of 61 candidate genes in 107 patients with completely surgically resected lung adenocarcinoma using RT-PCR. We used crossvalidation methods to select and validate a prognostic model based on the expression of a limited number of genes. A risk score was generated based on model coefficients, and survival of patients with high- and low-risk scores were analyzed. RESULTS We generated a four-gene model based on expression of WNT3a, ERBB3, LCK, and RND3. Risk score predicted mortality better than clinical stage or tumor size (adjusted hazard ratio, 6.7; 95% confidence interval, 1.6-28.9; P=0.001). Among 70 patients with stage I disease, 5-year overall survival was 87% among patients with low-risk scores, and 38% among patients with high-risk scores (P=0.0002). Among all patients, 5-year overall survival was 62% and 41%, respectively (P=0.0054). Disease-free survival was also significantly different among low- and high-risk score patients. CONCLUSIONS This multigene assay predicts overall and disease-free survival significantly better than clinical stage and tumor size in patients with early stage lung adenocarcinoma and performs especially well in patients with stage I disease. Prospective clinical trials are needed to determine whether high-risk patients with stage I disease benefit from adjuvant chemotherapy.
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Affiliation(s)
- Dan J Raz
- Thoracic Oncology Program, Department of Surgery, University of California, San Francisco, San Francisco, California 94131, USA.
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Anguiano A, Nevins JR, Potti A. Toward the individualization of lung cancer therapy. Cancer 2008; 113:1760-7. [DOI: 10.1002/cncr.23644] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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23
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Petersen RP, D'Amico TA. Molecular and Genetic Markers in Thoracic Surgery. Ann Thorac Surg 2006; 82:2335-6. [PMID: 17131544 DOI: 10.1016/j.athoracsur.2006.06.058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
- Rebecca P Petersen
- Albert Thoracic Oncology Program, Division of Thoracic Surgery, Department of Surgery, Duke University Medical Center, Durham, North Carolina 27710, USA
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Potti A, Mukherjee S, Petersen R, Dressman HK, Bild A, Koontz J, Kratzke R, Watson MA, Kelley M, Ginsburg GS, West M, Harpole DH, Nevins JR. A genomic strategy to refine prognosis in early-stage non-small-cell lung cancer. N Engl J Med 2006; 355:570-80. [PMID: 16899777 DOI: 10.1056/nejmoa060467] [Citation(s) in RCA: 418] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
BACKGROUND Clinical trials have indicated a benefit of adjuvant chemotherapy for patients with stage IB, II, or IIIA--but not stage IA--non-small-cell lung cancer (NSCLC). This classification scheme is probably an imprecise predictor of the prognosis of an individual patient. Indeed, approximately 25 percent of patients with stage IA disease have a recurrence after surgery, suggesting the need to identify patients in this subgroup for more effective therapy. METHODS We identified gene-expression profiles that predicted the risk of recurrence in a cohort of 89 patients with early-stage NSCLC (the lung metagene model). We evaluated the predictor in two independent groups of 25 patients from the American College of Surgeons Oncology Group (ACOSOG) Z0030 study and 84 patients from the Cancer and Leukemia Group B (CALGB) 9761 study. RESULTS The lung metagene model predicted recurrence for individual patients significantly better than did clinical prognostic factors and was consistent across all early stages of NSCLC. Applied to the cohorts from the ACOSOG Z0030 trial and the CALGB 9761 trial, the lung metagene model had an overall predictive accuracy of 72 percent and 79 percent, respectively. The predictor also identified a subgroup of patients with stage IA disease who were at high risk for recurrence and who might be best treated by adjuvant chemotherapy. CONCLUSIONS The lung metagene model provides a potential mechanism to refine the estimation of a patient's risk of disease recurrence and, in principle, to alter decisions regarding the use of adjuvant chemotherapy in early-stage NSCLC.
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Affiliation(s)
- Anil Potti
- Institute for Genome Sciences and Policy, Duke University, Durham, NC 27708, USA
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25
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Chen KY, Lee LN, Yu CJ, Lee YC, Kuo SH, Yang PC. Elevation of telomerase activity positively correlates to poor prognosis of patients with non-small cell lung cancer. Cancer Lett 2006; 240:148-56. [PMID: 16249053 DOI: 10.1016/j.canlet.2005.09.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2005] [Revised: 09/10/2005] [Accepted: 09/12/2005] [Indexed: 01/03/2023]
Abstract
Increased telomerase activity has been found in various types of human malignancies, including lung cancer. However, the correlation between the level of telomerase activity and the clinical characteristics of lung cancer patients remains unclear. The levels of telomerase activity in lung cancer specimens and adjacent non-neoplastic tissues obtained from 68 patients who underwent surgery were measured by using a non-radioactive quantitative method. Clinical and pathologic parameters were evaluated with respect to the level of telomerase activity. Prominent telomerase activity was detected in 58 (85.3%) lung cancer tissues and 21 (30.9%) adjacent non-neoplastic tissues. There was a trend of increase in relative telomerase activity in regard to the advanced pathological stage, and lymph node metastasis. Using Cox regression analysis, we found that every 100 unit of increase in relative telomerase activity was associated with an increase in the hazard ratio of death by 13% after controlling for other variables such as age, gender, and stage (Hazard ratio=1.13; 95% CI: 1.03-1.23, P=0.006). For patients with stage I disease, an increase of every 100unit of relative telomerase activity was associated with an even higher increase of 33% in the hazard ratio of death (Hazard ratio=1.33; 95% CI: 1.07-1.65, P=0.011) and a 16% increase in the hazard of disease recurrence (Hazard ratio=1.16, 95% CI: 1.01-1.33, P=0.032). The level of telomerase activity is positively correlated with the risk of recurrence and mortality of lung cancer. The level of telomerase activity would predict the prognosis of lung cancer patients.
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Affiliation(s)
- Kuan-Yu Chen
- Department of Internal Medicine, National Taiwan University Hospital, 7, Chung-Shan South Road, Taipei 100, Taiwan
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26
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Starr A, Greif J, Vexler A, Ashkenazy-Voghera M, Gladesh V, Rubin C, Kerber G, Marmor S, Lev-Ari S, Inbar M, Yarden Y, Ben-Yosef R. ErbB4 increases the proliferation potential of human lung cancer cells and its blockage can be used as a target for anti-cancer therapy. Int J Cancer 2006; 119:269-74. [PMID: 16463386 DOI: 10.1002/ijc.21818] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Clinical and experimental data suggest that ErbB-4, a member of the epidermal growth factor receptor family, may have a role in cancer progression and response to treatment. We found recently, using a retrospective clinical analysis, that expression of ErbB-4 receptor is correlated with metastatic potential and patient survival in non-small-cell lung cancer (NSCLC). The purpose of this work was to correlate the expression of the ErbB-4 and lung cancer cells growth in vitro and in vivo and to determine the therapeutic potential of a monoclonal antibody to ErbB-4 against lung cancer. For this aim, we ectopically expressed ErbB-4 in a human NSCLC cell line that did not express the ErbB-4 protein. Overexpression of ErbB-4 produced a constitutively activated ErbB-4 receptor. The transfected ErbB-4 positive clones showed an increased cell proliferation in vitro and in vivo in comparison with parental ErbB-4 negative cells and with the cells transfected by neomycin-resistant gene. A monoclonal antibody to ErbB-4 showed both an inhibitory effect on growth rate and an increasing apoptotic rate in the cells expressing ErbB-4. The results of the current study provide evidence that ErbB-4 plays a significant role in human lung cancer and may serve as a molecular target for anticancer therapy.
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Affiliation(s)
- Alex Starr
- Lung and Allergy Institute, Tel-Aviv Sourasky Medical Center and Tel-Aviv University School of Medicine, Tel-Aviv, Israel.
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Shiraki M, Odajima T, Ikeda T, Sasaki A, Satoh M, Yamaguchi A, Noguchi M, Nagai I, Hiratsuka H. Combined expression of p53, cyclin D1 and epidermal growth factor receptor improves estimation of prognosis in curatively resected oral cancer. Mod Pathol 2005; 18:1482-9. [PMID: 16007067 DOI: 10.1038/modpathol.3800455] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
p53, cyclin D1 and epidermal growth factor receptor (EGFR) are molecular markers that regulate the cell cycle or cell growth and play important roles in tumor development and progression. In this study, we examined the impact of immunohistochemical expression of these markers on tumor progression in 140 oral cancers. p53, cyclin D1 and EGFR were expressed in 64 cases (46%), 54 cases (39%) and 54 cases (39%), respectively, but there was no inter-relationship between any two of these markers. In the association of these markers with clinicopathological features, EGFR expression alone was significantly associated with poor differentiation (P=0.0008) and invasive growth pattern (P=0.0003). Any of these markers, including EGFR, had no significant impact on survival. Coexpression of all these markers, however, was significantly associated with invasive growth pattern (P=0.0149) and shortened survival (P=0.0181), and was a significant and independent unfavorable prognostic factor (P=0.0002), along with tumor size (P=0.0040), nodal metastasis (P=0.0137) and growth pattern (P=0.0017) in a multivariate analysis. Simultaneous coexpression of these markers in oral cancers might prove to be a useful indicator for identification of low- or high-risk patients.
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Affiliation(s)
- Masayuki Shiraki
- Department of Oral Surgery, Sapporo Medical University School of Medicine, Sapporo, Japan
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Floyd HS, Farnsworth CL, Kock ND, Mizesko MC, Little JL, Dance ST, Everitt J, Tichelaar J, Whitsett JA, Miller MS. Conditional expression of the mutant Ki-rasG12C allele results in formation of benign lung adenomas: development of a novel mouse lung tumor model. Carcinogenesis 2005; 26:2196-206. [PMID: 16051643 PMCID: PMC1351110 DOI: 10.1093/carcin/bgi190] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
To determine the effects of expression of mutant Ki-ras on lung tumorigenesis, we developed a bitransgenic mouse model that expresses the human Ki-ras(G12C) allele in alveolar type II and/or Clara cells in a tetracycline-inducible, lung-specific manner. Expression of Ki-ras(G12C) caused multiple, small lung tumors over a 12-month time period. Although tumor multiplicity increased upon continued Ki-ras expression, most lung lesions were hyperplasias or well-differentiated adenomas. This is in contrast to the more severe phenotypes observed in other transgenic mouse models in which different mutant Ki-ras alleles were expressed in the lung. Expression of Ki-ras(G12C) was associated with a 2-fold increase in the activation of the Ras and Ral signaling pathways and increased phosphorylation of Ras downstream effectors, including Erk, p90 ribosomal S6 kinase, ribosomal S6 protein, p38 and MAPKAPK-2. In contrast, expression of the transgene had no effect on the activation of the JNK and Akt signaling pathways. Withdrawal of doxycycline for 1 month resulted in almost a complete absence of proliferative pulmonary lesions, suggesting tumor regression in the absence of Ki-ras expression. Mutant Ki-ras(G12C) expression was sufficient for initial lung tumor transformation, required for maintenance of tumor phenotype, and induced transformation of lung epithelial cells by the activation of multiple effector pathways. These results describe a novel mouse lung tumor model demonstrating benign tumor development in the absence of tumor progression, which will provide a new tool for understanding the early stages of lung tumor pathogenesis.
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Affiliation(s)
- Heather S Floyd
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC 27157, USA
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Nakamura H, Kawasaki N, Taguchi M, Kabasawa K. Association of HER-2 overexpression with prognosis in nonsmall cell lung carcinoma: a metaanalysis. Cancer 2005; 103:1865-73. [PMID: 15770690 DOI: 10.1002/cncr.20957] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Prognostic implications of overexpression of the HER-2 gene in nonsmall cell lung carcinoma (NSCLC) are a matter of controversy. Many conflicting results have been reported from different laboratories. METHODS A metaanalysis of published studies was performed for this quantitative review of the effects of HER-2 overexpression on survival among patients with NSCLC. Of 44 articles initially selected, 20 articles fulfilled eligibility criteria. DerSimonian-Laird random effects analysis was used to estimate the effects of HER-2 overexpression on survival differences (the survival rate among patients without HER-2 overexpression minus the survival rate among patients with HER-2 overexpression) at endpoints of 1 years, 3 years, and 5 years after resection of NSCLC. RESULTS In total, 2579 patients were included in the final analysis. Overall, HER-2 positivity differed according to histologic type and included 38% of patients with adenocarcinoma, 16% of patients with squamous cell carcinoma, and 18% of patients with large cell carcinoma (P < 0.0001). The combined survival differences in patients with NSCLC at 1 year, 3 years, and 5 years, respectively, were 2.7% (95% confidence interval [95% CI], 1.3-6.7%; P = 0.1787), 15.2% (95% CI, 5.8-24.5%; P = 0.0015), and 16.4% (95% CI, 7.9-14.8%; P = 0.0001), suggesting significant poorer survival at 3 years and 5 years among patients with HER-2 overexpression. In patients with adenocarcinoma, the combined survival difference at 5 years was 26.0% (95% CI, 16.0-36.1%; P < 0.0001), suggesting a particularly strong survival impact for HER-2 overexpression. CONCLUSIONS A significant, unfavorable prognostic effect of HER-2 overexpression in NSCLC was evident from the metaanalysis. However, because several studies that found no significant difference were excluded by the current eligibility criteria, caution is needed in interpreting the results.
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Affiliation(s)
- Haruhiko Nakamura
- Department of Chest Surgery, Atami Hospital, International University of Health and Welfare, Shizuoka, Japan.
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Mascaux C, Iannino N, Martin B, Paesmans M, Berghmans T, Dusart M, Haller A, Lothaire P, Meert AP, Noel S, Lafitte JJ, Sculier JP. The role of RAS oncogene in survival of patients with lung cancer: a systematic review of the literature with meta-analysis. Br J Cancer 2005; 92:131-9. [PMID: 15597105 PMCID: PMC2361730 DOI: 10.1038/sj.bjc.6602258] [Citation(s) in RCA: 453] [Impact Index Per Article: 22.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
The proto-oncogene RAS, coding for a 21 kDa protein (p21), is mutated in 20% of lung cancer. However, the literature remains controversial on its prognostic significance for survival in lung cancer. We performed a systematic review of the literature with meta-analysis to assess its possible prognostic value on survival. Published studies on lung cancer assessing prognostic value of RAS mutation or p21 overexpression on survival were identified by an electronic search. After a methodological assessment, we estimated individual hazard ratios (HR) estimating RAS protein alteration or RAS mutation effect on survival and combined them using meta-analytic methods. In total, 53 studies were found eligible, with 10 concerning the same cohorts of patients. Among the 43 remaining studies, the revelation method was immunohistochemistry (IHC) in nine and polymerase chain reaction (PCR) in 34. Results in terms of survival were significantly pejorative, significantly favourable, not significant and not conclusive in 9, 1, 31, 2, respectively. In total, 29 studies were evaluable for meta-analysis but we aggregated only the 28 dealing with non-small-cell lung cancer (NSCLC) and not the only one dealing with small-cell-lung cancer (SCLC). The quality scores were not statistically significantly different between studies with or without significant results in terms of survival, allowing us to perform a quantitative aggregation. The combined HR was 1.35 (95% CI: 1.16–1.56), showing a worse survival for NSCLC with KRAS2 mutations or p21 overexpression and, particularly, in adenocarcinomas (ADC) (HR 1.59; 95% CI 1.26–2.02) and in studies using PCR (HR 1.40; 95% CI 1.18–1.65) but not in studies using IHC (HR 1.08; 95% CI 0.86–1.34). RAS appears to be a pejorative prognostic factor in terms of survival in NSCLC globally, in ADC and when it is studied by PCR.
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Affiliation(s)
- C Mascaux
- Department of Intensive Care and Thoracic Oncology, Institut Jules Bordet, Centre des Tumeurs de l'Université Libre de Bruxelles, Belgium.
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Abstract
Identification of biomarkers is one of the most promising approaches for the detection of early malignant or even premalignant lesions with the chance of diagnosing early stages of non-small cell lung cancer that could be treated curatively. Alterations of chromosomes (3p, 5q, 9p), genes (Rb, C-myc, C-mos, hTERT), proteins (p16, p53, K-ras, hnRNP A2/B1, MCM2, EGFR, erbB-2, erbB-3, erbB-4) and others can be found in lung cancer. Some of these occur at early stages of the disease and few could serve as potential screening markers. The actual literature is reviewed and the relevance of the different biomarkers for early lung cancer detection is discussed.
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Affiliation(s)
- W Hilbe
- Department of General Internal Medicine, Oncology, University Hospital, Anichstrasse 35, A-6020 Innsbruck, Austria.
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Gupta AK, Soto DE, Feldman MD, Goldsmith JD, Mick R, Hahn SM, Machtay M, Muschel RJ, McKenna WG. Signaling pathways in NSCLC as a predictor of outcome and response to therapy. Lung 2004; 182:151-62. [PMID: 15526754 DOI: 10.1007/s00408-004-0310-8] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The 5-year survival rate for patients with stage III non-small cell lung cancer (NSCLC) is 10%. A number of genetic alterations are associated with this disease including mutations and amplifications of EGFR (70%) and Ras (20-30%), both of which are upstream of PI3K. Our previous data show that these regulate tumor radiation sensitivity. Here we ask whether the activation of this pathway has prognostic relevance in NSCLC. Two series of patients were retrospectively analyzed. The first series consisted of 23 Stage III NSCLC patients treated preoperatively with a chemo/radiation protocol. The second consisted of 12 Stage III NSCLC patients treated with chemo/ radiation without surgery who had survived more than 2 years. Expression levels of EGFR and Her-2 were assessed by immunohistochemical staining. PI3K signaling was evaluated by staining for phosphorylated Akt (P-Akt), a downstream target of PI3K. The staining for EGFR, Her-2, and P-Akt were related to outcome in the two groups. Additionally, the importance of PI3K signaling was evaluated in 3 NSCLC cell lines using a pharmacological blockade of PI3K by LY294002. In the first series of patients, 43% were positive for EGFR, 5% for Her-2, and 82.6% for P-Akt. Of the survivors, 25% were positive for EGFR, 0% for Her-2, and 42% for P-Akt. For P-Akt, this difference had a probability calculation of 0.003. The three NSCLC cell lines that we tested were found to have high levels of P-Akt. Pharmacologically inhibiting PI3K led to decreased Akt phosphorylation and radio sensitization of all three cell lines. The finding that NSCLC survivors treated by radiation have lower levels of PI3K and Akt signaling is consistent with the idea that inhibition of Akt leads to radio sensitization. This further suggests that Akt might be a useful target for sensitization of NSCLC to radiation.
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Affiliation(s)
- Anjali K Gupta
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA 19104, USA.
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33
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Schneider S, Yochim J, Brabender J, Uchida K, Danenberg KD, Metzger R, Schneider PM, Salonga D, Hölscher AH, Danenberg PV. Osteopontin but not osteonectin messenger RNA expression is a prognostic marker in curatively resected non-small cell lung cancer. Clin Cancer Res 2004; 10:1588-96. [PMID: 15014008 DOI: 10.1158/1078-0432.ccr-0565-3] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE The purpose of this study was to better define the role of osteopontin (OPN) and osteonectin [also known as secreted protein acidic and rich in cysteine (SPARC)] in lung tumorigenesis by comparing the expressions of these genes in lung tumor tissue and matched normal tissue and by determining the prognostic significance of the gene expressions. EXPERIMENTAL DESIGN Quantitative real-time reverse transcription-PCR was used to analyze OPN and SPARC mRNA expression in normal lung tissue and matching tumor samples from 82 patients with non-small cell lung cancer. Gene expression data for each patient were matched to survival data. RESULTS The overall median mRNA expression level of OPN was about 20-fold higher in tumor tissues than in matching normal lung tissues (P < 0.001), whereas SPARC gene expression was not significantly different in both tissue types. Forty of 82 patients had high (>or=4.1) intratumoral OPN expression, and 15 of 82 patients had high (>or15.5) SPARC expression. High OPN expression in the tumor tissue was associated with inferior survival (P = 0.014), whereas high SPARC expression showed a trend toward longer survival (P = 0.095). The impact of high OPN and low SPARC expression on patient survival was additive (P = 0.001). CONCLUSIONS The large increase in OPN expression in tumors compared with normal tissue and its association with survival suggest a role for OPN in lung tumorigenesis.
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Affiliation(s)
- Sylke Schneider
- Department of Molecular Biology, University of Southern California Keck School of Medicine, Los Angeles, California 90033, USA
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Miyazono F, Metzger R, Warnecke-Eberz U, Baldus SE, Brabender J, Bollschweiler E, Doerfler W, Mueller RP, Dienes HP, Aikou T, Hoelscher AH, Schneider PM. Quantitative c-erbB-2 but not c-erbB-1 mRNA expression is a promising marker to predict minor histopathologic response to neoadjuvant radiochemotherapy in oesophageal cancer. Br J Cancer 2004; 91:666-72. [PMID: 15213712 PMCID: PMC2364782 DOI: 10.1038/sj.bjc.6601976] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
We examined the potential of quantitative epidermal growth factor receptor (EGFR, synonym: c-erbB-1) and c-erbB-2 (synonym: HER2/neu) mRNA expression to predict minor or major histopathologic response to neoadjuvant radiochemotherapy (cis-platinum, 5-FU, 36 Gy), followed by radical surgical resection, in patients with oesophageal cancer. Tissue samples were collected by endoscopic biopsy prior to treatment. RNA was isolated from biopsies and quantitative real-time reverse transcriptase–polymerase chain reaction assays were performed to determine c-erbB-1 and c-erbB-2 mRNA expression. Relative expression (tumour/paired normal tissue ratio standardised for β-actin) was calculated for EGFR and c-erbB-2 mRNA. Expression levels were correlated with the objective histopathologic response in resected specimens. Histomorphologic regression was defined as major response when resected specimens contained less than 10% of residual vital tumour cells, or in case a pathologically complete response was achieved. Expression of c-erbB-1 mRNA was not associated with the degree of histomorphological response. In contrast, the relative expression levels of c-erbB-2 mRNA >1 were not associated with major histopathologic responses (sensitivity 41.6%, specificity 100%), and 10 out of 36 (28%) patients could be unequivocally identified, whose tumours did not respond well to the delivered neoadjuvant radiochemotherapy (P<0.01). Quantitative expression levels of c-erbB-2, but not c-erbB-1 mRNA, in pretreatment biopsies appear to predict minor histopathologic response to our neoadjuvant radiochemotherapy protocol. This test could be used to prevent expensive, noneffective and potentially harmful therapies in approximately one-fourth of our patients, and leads to a more individualised type of combined modality treatment.
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Affiliation(s)
- F Miyazono
- Department of Visceral and Vascular Surgery, University of Cologne, Joseph-Stelzmann-Strasse 9, 50931 Cologne, Germany
- First Department of Surgery, Kagoshima University School of Medicine, Kagoshima, 8-35-1 Sakuragaoka, 890-8520 Kagoshima, Japan
| | - R Metzger
- Department of Visceral and Vascular Surgery, University of Cologne, Joseph-Stelzmann-Strasse 9, 50931 Cologne, Germany
| | - U Warnecke-Eberz
- Department of Visceral and Vascular Surgery, University of Cologne, Joseph-Stelzmann-Strasse 9, 50931 Cologne, Germany
| | - S E Baldus
- Institute of Pathology, University of Cologne, Joseph-Stelzmann-Strasse 9, 50931 Cologne, Germany
| | - J Brabender
- Department of Visceral and Vascular Surgery, University of Cologne, Joseph-Stelzmann-Strasse 9, 50931 Cologne, Germany
| | - E Bollschweiler
- Department of Visceral and Vascular Surgery, University of Cologne, Joseph-Stelzmann-Strasse 9, 50931 Cologne, Germany
| | - W Doerfler
- Institute of Genetics, University of Cologne, Joseph-Stelzmann-Strasse 9, 50931 Cologne, Germany
| | - R P Mueller
- Department of Radiation Oncology, University of Cologne, Joseph-Stelzmann-Strasse 9, 50931 Cologne, Germany
| | - H P Dienes
- Institute of Pathology, University of Cologne, Joseph-Stelzmann-Strasse 9, 50931 Cologne, Germany
| | - T Aikou
- First Department of Surgery, Kagoshima University School of Medicine, Kagoshima, 8-35-1 Sakuragaoka, 890-8520 Kagoshima, Japan
| | - A H Hoelscher
- Department of Visceral and Vascular Surgery, University of Cologne, Joseph-Stelzmann-Strasse 9, 50931 Cologne, Germany
| | - P M Schneider
- Department of Visceral and Vascular Surgery, University of Cologne, Joseph-Stelzmann-Strasse 9, 50931 Cologne, Germany
- Department of Visceral and Vascular Surgery, University of Cologne, Joseph-Stelzmann-Strasse 9, 50931 Cologne, Germany. E-mail:
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Mende Y, Schneider PM, Baldus SE, Doerfler W. PCR-screening of human esophageal and bronchial cancers reveals absence of adenoviral DNA sequences. Virus Res 2004; 104:81-5. [PMID: 15177895 DOI: 10.1016/j.virusres.2004.02.039] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2003] [Revised: 02/25/2004] [Accepted: 02/25/2004] [Indexed: 11/29/2022]
Abstract
A number of human esophageal (3) and bronchial (10) cancers have been characterized clinically and by their histopathology. These tumors have been investigated for the persistence of human adenoviral DNA sequences. The polymerase chain reaction (PCR) and Southern transfer hybridization (SBH) techniques have been applied. All analyses have consistently yielded negative results. These findings are discussed in the light of comparisons to the Ad12 hamster tumor system in which tumor cell or transformed cell revertants can lose the integrated Ad12 DNA sequences, but retain the oncogenic phenotype, when reinjected into hamsters. Ad12-transformed cells and Ad12-induced tumor cells have previously been shown to exhibit altered cellular methylation and transcription patterns. In one of the revertants, which has lost all Ad12 DNA sequences, changes in cellular DNA methylation patterns are also maintained. Since in the hamster tumor system the loss of Ad12 DNA sequences is still compatible with the oncogenic phenotype, the possibility exists that human tumors, though themselves devoid of viral DNA sequences, could have had cells as precursors which originally carried integrated adenoviral DNA sequences.
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Affiliation(s)
- Ylva Mende
- Institute of Genetics, University of Cologne, Weyertal 121, D-50931 Köln, Germany
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Abstract
Research over the past decade has led to an increased understanding of the pathophysiology of lung cancer. The HER2/neu receptor is a member of the ErbB family of signaling-transduction receptors and appears to play a major role in the development of lung cancer as well as many other solid tumors. HER2/neu is overexpressed in 16% to 57% of patients with non-small cell lung cancer (NSCLC) and studies have shown that HER2/neu overexpression imparts a poor prognosis in both resected and advanced NSCLC, as it does in breast cancer. Trastuzumab, a humanized monoclonal antibody that recognizes the HER2/neu protein receptor, has been approved by the US Food and Drug Administration for patients with HER2/neu-positive metastatic breast cancer. In NSCLC preclinical studies, marked synergistic growth inhibition occurred when standard cytotoxic chemotherapy was combined with trastuzumab in HER2/neu-expressing cell lines. In the clinical setting, trastuzumab has proven safe and feasible in combination with cytotoxic chemotherapy in both single-institution and multi-institutional cooperative group studies. Unlike the experience in advanced breast cancer, cardiac toxicity is a marginal concern in this population. However, to date, clinical studies with trastuzumab in patients with NSCLC have not shown a demonstrable advantage for the majority of patients.
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Affiliation(s)
- Fred R Hirsch
- University of Colorado Cancer Center, Department of Medical Oncology/Pathology, Denver 80262, USA
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Pelosi G, Del Curto B, Dell'Orto P, Pasini F, Veronesi G, Spaggiari L, Maisonneuve P, Iannucci A, Terzi A, Lonardoni A, Viale G. Lack of prognostic implications of HER-2/neu abnormalities in 345 stage I nonsmall cell carcinomas (NSCLC) and 207 stage I-III neuroendocrine tumours (NET) of the lung. Int J Cancer 2004; 113:101-8. [PMID: 15386424 DOI: 10.1002/ijc.20542] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
HER-2/neu oncogene activation by either gene amplification and/or protein overexpression has been documented in several human malignancies. Irrespective of protein overexpression, HER-2/neu gene amplification is rare in lung cancer and studies on its prevalence and clinicopathological implications in early stage non-small cell lung cancer (NCSLC) and neuroendocrine tumours (NET) of the lung are lacking. We evaluated HER-2/neu abnormalities in 345 Stage I NSCLC and 207 Stage I-III NET of the lung of all the diverse histological types, by using immunohistochemistry and fluorescent in situ hybridization in selected cases. Overall, HER-2/neu immunoreactivity was detected in 23% of 345 NSCLC and in 7% of 207 NET. Gene amplification was seen in only 7 (7.4%) of the immunoreactive tumours, with high-level amplification (HER-2/neu gene to chromosome 17 ratio > 4.0) in 3 adenocarcinomas, 1 squamous-cell carcinoma and 1 large-cell neuroendocrine carcinoma (LCNEC), and low-level amplification (HER-2/neu gene to chromosome 17 ratio from 2.0 to 4.0) in 1 squamous-cell carcinoma and 1 LCNEC. None of tested carcinoids and SCLC showed gene amplification. All but 1 gene amplified case exhibited 2+ or 3+ membrane labeling. No relationship was found between gene amplification or protein overexpression and patients' survival or other clinicopathological variables. HER-2/neu gene amplification and protein overexpression are not closely correlated in lung carcinomas and do not bear any prognostic implication. Among neuroendocrine tumours, LCNEC show a slightly higher prevalence of either HER-2/neu gene amplification or protein overexpression.
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MESH Headings
- Adenocarcinoma/genetics
- Adolescent
- Adult
- Aged
- Aged, 80 and over
- Carcinoma, Neuroendocrine/genetics
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/pathology
- Carcinoma, Squamous Cell/genetics
- Chromosome Aberrations
- Chromosomes, Human, Pair 17
- Female
- Gene Amplification
- Gene Expression Regulation, Neoplastic
- Genes, erbB-2
- Humans
- Immunohistochemistry
- In Situ Hybridization, Fluorescence
- Lung Neoplasms/genetics
- Lung Neoplasms/pathology
- Male
- Middle Aged
- Neoplasm Staging
- Predictive Value of Tests
- Prognosis
- Receptor, ErbB-2/metabolism
- Retrospective Studies
- Up-Regulation
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Affiliation(s)
- Giuseppe Pelosi
- Division of Pathology and Laboratory Medicine, European Institute of Oncology and University of Milan School of Medicine, Milan, Italy.
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38
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Affiliation(s)
- Guido Sauter
- Institut of Pathology, University of Basel, Schoenbeinstrasse 40, CH-4031 Basel, Switzerland.
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Korst RJ, Crystal RG. Active, specific immunotherapy for lung cancer: hurdles and strategies using genetic modification. Ann Thorac Surg 2003; 76:1319-26. [PMID: 14530047 DOI: 10.1016/s0003-4975(03)00651-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Active immunotherapy for lung cancer has been a challenge because of the poor antigenic characterization of these tumors and their ability to escape the immune response. However, knowledge of the mechanisms of anti-tumor immunity has expanded significantly over the past decade, leading to the development of more novel, specific strategies for augmenting the immune response. Genetic manipulation of tumor cells, immune cells, or both, may help overcome some of the previously encountered difficulties of immunotherapy. Laboratory and clinical investigations are currently ongoing to evaluate the feasibility and potential benefit of these novel approaches.
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Affiliation(s)
- Robert J Korst
- Division of Thoracic Surgery, Department of Cardiothoracic Surgery, Weill Medical College of Cornell University, New York, New York10021, USA.
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40
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Chen G, Gharib TG, Wang H, Huang CC, Kuick R, Thomas DG, Shedden KA, Misek DE, Taylor JMG, Giordano TJ, Kardia SLR, Iannettoni MD, Yee J, Hogg PJ, Orringer MB, Hanash SM, Beer DG. Protein profiles associated with survival in lung adenocarcinoma. Proc Natl Acad Sci U S A 2003; 100:13537-42. [PMID: 14573703 PMCID: PMC263849 DOI: 10.1073/pnas.2233850100] [Citation(s) in RCA: 205] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2003] [Indexed: 11/18/2022] Open
Abstract
Morphologic assessment of lung tumors is informative but insufficient to adequately predict patient outcome. We previously identified transcriptional profiles that predict patient survival, and here we identify proteins associated with patient survival in lung adenocarcinoma. A total of 682 individual protein spots were quantified in 90 lung adenocarcinomas by using quantitative two-dimensional polyacrylamide gel electrophoresis analysis. A leave-one-out cross-validation procedure using the top 20 survival-associated proteins identified by Cox modeling indicated that protein profiles as a whole can predict survival in stage I tumor patients (P = 0.01). Thirty-three of 46 survival-associated proteins were identified by using mass spectrometry. Expression of 12 candidate proteins was confirmed as tumor-derived with immunohistochemical analysis and tissue microarrays. Oligonucleotide microarray results from both the same tumors and from an independent study showed mRNAs associated with survival for 11 of 27 encoded genes. Combined analysis of protein and mRNA data revealed 11 components of the glycolysis pathway as associated with poor survival. Among these candidates, phosphoglycerate kinase 1 was associated with survival in the protein study, in both mRNA studies and in an independent validation set of 117 adenocarcinomas and squamous lung tumors using tissue microarrays. Elevated levels of phosphoglycerate kinase 1 in the serum were also significantly correlated with poor outcome in a validation set of 107 patients with lung adenocarcinomas using ELISA analysis. These studies identify new prognostic biomarkers and indicate that protein expression profiles can predict the outcome of patients with early-stage lung cancer.
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Affiliation(s)
- Guoan Chen
- Department of Surgery, University of Michigan, Ann Arbor, MI 48109, USA
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41
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Hilbe W, Dirnhofer S, Oberwasserlechner F, Eisterer W, Ammann K, Schmid T, Hilbe G, Thaler J, Wöll E. Immunohistochemical typing of non-small cell lung cancer on cryostat sections: correlation with clinical parameters and prognosis. J Clin Pathol 2003; 56:736-41. [PMID: 14514775 PMCID: PMC1770084 DOI: 10.1136/jcp.56.10.736] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
AIMS To investigate the immunohistochemical expression of a panel of biologically relevant markers in patients with non-small cell lung cancer using fresh frozen specimens and to test their prognostic relevance for identification of patients at risk. METHODS Seventy nine tumour infiltrated lung cancer specimens and 66 adjacent histologically tumour free tissues were analysed; 11 postmortem specimens from patients who did not suffer from a malignant disease served as a control group. Cryostat sections were stained with monoclonal antibodies against epidermal growth factor receptor (EGFR), c-erbB-2, c-erbB-3, CD82, Ki-67, p120, p53, bcl-2, and CD31. RESULTS At least one of the tested markers was raised above the defined cut off point in 75 of the tumours. In 55, three to six factors were increased. EGFR was raised in 32, c-erbB-2 in 29, c-erbB-3 in 46, p53 in 29, bcl-2 in 26, Ki-67 in 36, p120 in 46, and CD31 in 29. None of the tested parameters was significant in univariate survival analysis. In a second step, three variables were combined (c-erbB3, p53, and microvessel density), and cases with increased expression of two or three parameters proved to have a significantly lower survival probability than those expressing none or only one factor. In the tumour free group only 10 showed raised marker expression. CONCLUSION Characterisation of tumour cells in surgical specimens with immunohistological markers could help identify those patients at risk for early cancer death who could possibly profit from adjuvant treatment after curative tumour resection.
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Affiliation(s)
- W Hilbe
- Department of Internal Medicine, Innsbruck University Hospital, Anichstrasse 35, A-6020 Innsbruck, Austria.
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42
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Meert AP, Martin B, Paesmans M, Berghmans T, Mascaux C, Verdebout JM, Delmotte P, Lafitte JJ, Sculier JP. The role of HER-2/neu expression on the survival of patients with lung cancer: a systematic review of the literature. Br J Cancer 2003; 89:959-65. [PMID: 12966408 PMCID: PMC2376951 DOI: 10.1038/sj.bjc.6601252] [Citation(s) in RCA: 78] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
C-erbB-2 prognostic value for survival in patients with lung cancer remains controversial. We performed a systematic review of the literature to clarify its impact. Studies were identified by an electronic search in order to aggregate the survival results, after a methodological assessment using the scale of the European Lung Cancer Working Party. To be eligible, a study had to deal with c-erbB-2 assessment in lung cancer patients and to analyse survival according to c-erbB-2 expression. In total, 30 studies were eligible: 24 studies dealt with non-small-cell lung carcinoma (NSCLC), five with adenocarcinoma and one study dealt with small-cell carcinoma. In all, 31% of the patients were positive for c-erbB-2. According to c-erbB-2 expression, 13 studies were 'negative' (significant detrimental effect on survival), one 'positive' (significant survival improvement) and 16 not significant. Significant studies had a better subscore relative to analysis and results report than nonsignificant studies. In total, 86% of the significant studies and only 56% of the nonsignificant studies were evaluable for the meta-analysis. This suggests a possible bias in our aggregated results. For NSCLC, the hazard ratio was 1.55 (95% CI: 1.29-1.86) in favour of tumours that do not express c-erbB-2. In conclusion, the overexpression of c-erbB-2 might be a factor of poor prognosis for survival in NSCLC, but there is a potential bias in favour of the significant studies with an overestimation risk of the magnitude of the true effect of c-erbB-2 overexpression.
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Affiliation(s)
- A-P Meert
- Fonds National de la Recherche Scientifique, Bruxelles, Belgium.
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43
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Chen G, Wang H, Gharib TG, Huang CC, Thomas DG, Shedden KA, Kuick R, Taylor JMG, Kardia SLR, Misek DE, Giordano TJ, Iannettoni MD, Orringer MB, Hanash SM, Beer DG. Overexpression of oncoprotein 18 correlates with poor differentiation in lung adenocarcinomas. Mol Cell Proteomics 2003; 2:107-16. [PMID: 12644570 DOI: 10.1074/mcp.m200055-mcp200] [Citation(s) in RCA: 70] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
We examined the expression of oncoprotein 18 (Op18) in 93 lung adenocarcinomas and 10 uninvolved lung samples using quantitative two-dimensional PAGE analysis with confirmation by mass spectrometry and two-dimensional Western blot analysis. mRNA expression was examined using oligonucleotide microarrays, and the cellular localization of the Op18 protein was examined using immunohistochemical analysis of tissue microarrays. Three phosphorylated forms and one unphosphorylated form of the Op18 protein were identified and found to be overexpressed in lung adenocarcinomas as compared with normal lung. The percentage of phosphorylated to total Op18 protein isoforms increased from 3.2% in normal lung to 7.9% in lung tumors. Both the phosphorylated and unphosphorylated Op18 proteins were significantly increased in poorly differentiated tumors as compared with moderately or well differentiated lung adenocarcinomas (p<0.03), suggesting that up-regulated expression of Op18 reflects a poor differentiation status and higher cell proliferation rates. This was further verified in A549 and SKLU1 lung adenocarcinoma cell lines by examining Op18 levels and phosphorylation status following treatment that altered either cell proliferation or differentiation. The increased expression of Op18 protein was significantly correlated with its mRNA level indicating that increased transcription likely underlies elevated expression of Op18. The overexpression of Op18 proteins in poorly differentiated lung adenocarcinomas and the elevated expression of the phosphorylated forms of Op18 may offer a new target for drug- or gene-directed therapy and may have potential utility as a tumor marker.
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Affiliation(s)
- Guoan Chen
- Department of Surgery, The University of Michigan, Ann Arbor, Michigan 48109, USA
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Brundage MD, Davies D, Mackillop WJ. Prognostic factors in non-small cell lung cancer: a decade of progress. Chest 2002; 122:1037-57. [PMID: 12226051 DOI: 10.1378/chest.122.3.1037] [Citation(s) in RCA: 432] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
STUDY OBJECTIVES To provide a systematic overview of the literature investigating patient and tumor factors that are predictive of survival for patients with non-small cell lung cancer (NSCLC), and to analyze patterns in the design of these studies in order to highlight problematic aspects of their design and to advocate for appropriate directions of future studies. DESIGN A systematic search of the MEDLINE database and a synthesis of the identified literature. MEASUREMENTS AND RESULTS The database search (January 1990 to July 2001) was carried out combining the MeSH terms prognosis and carcinoma, nonsmall cell lung. Eight hundred eighty-seven articles met the search criteria. These studies identified 169 prognostic factors relating either to the tumor or the host. One hundred seventy-six studies reported multivariate analyses. Concerning 153 studies reporting a multivariate analysis of prognostic factors in patients with early-stage NSCLC, the median number of patients enrolled per study was 120 (range, 31 to 1,281 patients). The median number of factors reported to be significant in univariate analyses was 4 (range, 2 to 14 factors). The median number of factors reported to be significant in multivariate analyses per study was 2 (range, 0 to 6 factors). The median number of studies examining each prognostic factor was 1 (range, 1 to 105 studies). Only 6% of studies addressed clinical outcomes other than patient survival. CONCLUSIONS While the breadth of prognostic factors studied in the literature is extensive, the scope of factors evaluated in individual studies is inappropriately narrow. Individual studies are typically statistically underpowered and are remarkably heterogeneous with regard to their conclusions. Larger studies with clinically relevant modeling are required to address the usefulness of newly available prognostic factors in defining the management of patients with NSCLC.
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Affiliation(s)
- Michael D Brundage
- Department of Oncology, Radiation Oncology Research Unit, Queen's University, Kingston, ON, Canada.
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45
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Wu JT. C-erbB2 oncoprotein and its soluble ectodomain: a new potential tumor marker for prognosis early detection and monitoring patients undergoing Herceptin treatment. Clin Chim Acta 2002; 322:11-9. [PMID: 12104076 DOI: 10.1016/s0009-8981(02)00134-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
c-erbB-2 oncoprotein (or p185) coded by c-erbB-2 oncogene can be extracted with detergent from cell membrane of breast tissue and breast tumor cell line. The ectodomain of p185 can be cleaved proteolytically from the transmembrane receptor and released into solution. In blood circulation, only the ectodomain can be found, whereas only p185 exists in the extracts of tissue and cell line. p185 can also be quantified in the fine-needle aspirate biopsies and the concentration of p185 from the biopsies of malignant breast tissue is much higher than that of the normal and benign tissue. Measuring the ectodomain of the c-erbB-2 oncoprotein not only is useful to identify breast cancer patient who will benefit from Herceptin treatment but also can be used to monitor patients during the treatment. Overexpression of p185 and the elevation of circulating ectodomain is usually associated with poor prognosis. Overexpression of p185 in breast cancer patients with positive estrogen receptor identifies a subgroup of patients who will not respond to the endocrine therapy. Activation of p185 appears to be an early event in tumorigenesis for some cancers. It is possible that the ectodomain could be used as an early tumor marker detecting benign disease.
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Affiliation(s)
- James T Wu
- Department of Pathology and ARUP, University of Utah Health Sciences Center, Salt Lake City, UT 84132, USA.
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46
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Beer DG, Kardia SLR, Huang CC, Giordano TJ, Levin AM, Misek DE, Lin L, Chen G, Gharib TG, Thomas DG, Lizyness ML, Kuick R, Hayasaka S, Taylor JMG, Iannettoni MD, Orringer MB, Hanash S. Gene-expression profiles predict survival of patients with lung adenocarcinoma. Nat Med 2002; 8:816-24. [PMID: 12118244 DOI: 10.1038/nm733] [Citation(s) in RCA: 1346] [Impact Index Per Article: 58.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Histopathology is insufficient to predict disease progression and clinical outcome in lung adenocarcinoma. Here we show that gene-expression profiles based on microarray analysis can be used to predict patient survival in early-stage lung adenocarcinomas. Genes most related to survival were identified with univariate Cox analysis. Using either two equivalent but independent training and testing sets, or 'leave-one-out' cross-validation analysis with all tumors, a risk index based on the top 50 genes identified low-risk and high-risk stage I lung adenocarcinomas, which differed significantly with respect to survival. This risk index was then validated using an independent sample of lung adenocarcinomas that predicted high- and low-risk groups. This index included genes not previously associated with survival. The identification of a set of genes that predict survival in early-stage lung adenocarcinoma allows delineation of a high-risk group that may benefit from adjuvant therapy.
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Affiliation(s)
- David G Beer
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, USA.
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Hirsch FR, Helfrich B, Franklin WA, Varella-Garcia M, Chan DC, Bunn PA. Preclinical studies of gemcitabine and trastuzumab in breast and lung cancer cell lines. Clin Breast Cancer 2002; 3 Suppl 1:12-6. [PMID: 12057039 DOI: 10.3816/cbc.2002.s.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Overexpression of the HER2/neu oncogene and receptor protein has been reported in 20%-30% of patients with breast cancer and is associated with a poor prognosis. HER2/neu expression in breast cancer patients assessed by fluorescence in situ hybridization or immunohistochemistry is a predictor for response to trastuzumab, a humanized monoclonal antibody against the HER2/neu cell-surface protein. Data regarding HER2/neu expression in lung cancer are more limited, and there is little information regarding HER2/neu expression and response to trastuzumab alone or in combination with chemotherapeutic agents. Gemcitabine is an active agent against non-small-cell lung cancer (NSCLC) and has demonstrated activity in breast cancer as well. In vitro modified tetrazolium salt growth assays were performed to determine whether the combination of trastuzumab/gemcitabine produced synergistic or additive effects on breast and lung cancer cell lines. The effects of trastuzumab alone, gemcitabine alone, and the trastuzumab/gemcitabine combination was evaluated on 4 NSCLC cell lines, 1 small-cell lung cancer (SCLC) cell line, and 2 breast cancer cell lines. HER2/neu surface protein expression was assessed by fluorescence flow cytometry and immunohistochemistry. Fluorescence in situ hybridization analysis was used to study gene expression. Trastuzumab treatment alone resulted in growth inhibition in all cell lines expressing HER2/neu and the inhibitive effect correlated with the level of cell surface HER2/neu protein expression. Treatment with gemcitabine alone resulted in growth inhibition in both breast and NSCLC cell lines. A synergistic growth inhibition effect was seen with the trastuzumab/ gemcitabine combination as indicated by combination index values < 1. The degree of synergy observed did not directly correlate with the level of surface protein expression, as synergy was seen even in cancer cell lines expressing low levels of HER2/neu. No treatment effect was seen in the SCLC cell line, which did not express HER2/neu. These preclinical studies indicate a need to study the clinical synergistic effects of the gemcitabine/trastuzumab combination in breast cancer and NSCLC patients whose tumors overexpress HER2/ neu.
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MESH Headings
- Antibodies, Monoclonal/pharmacology
- Antibodies, Monoclonal/therapeutic use
- Antibodies, Monoclonal, Humanized
- Antimetabolites, Antineoplastic/pharmacology
- Antimetabolites, Antineoplastic/therapeutic use
- Antineoplastic Combined Chemotherapy Protocols/pharmacology
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Breast Neoplasms/drug therapy
- Breast Neoplasms/metabolism
- Carcinoma, Non-Small-Cell Lung/drug therapy
- Carcinoma, Non-Small-Cell Lung/metabolism
- Carcinoma, Small Cell/drug therapy
- Carcinoma, Small Cell/metabolism
- Deoxycytidine/analogs & derivatives
- Deoxycytidine/pharmacology
- Deoxycytidine/therapeutic use
- Drug Evaluation, Preclinical
- Drug Synergism
- Female
- Gene Expression Regulation, Neoplastic
- Genes, erbB-2/genetics
- Humans
- Lung Neoplasms/drug therapy
- Lung Neoplasms/metabolism
- Ribonucleotide Reductases/antagonists & inhibitors
- Trastuzumab
- Tumor Cells, Cultured/drug effects
- Gemcitabine
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Affiliation(s)
- Fred R Hirsch
- Department of Medicine, University of Colorado Cancer Center and the University of Colorado Health Sciences Center, Denver 80262, USA
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48
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Bozzetti C, Nizzoli R, Guazzi A, Franciosi V, Cattelani L, Crafa P, Naldi N, Cascinu S. Biological parameters on computed tomography guided fine needle aspiration biopsy from peripheral primary non-small cell lung cancer. Lung Cancer 2002; 35:243-7. [PMID: 11844597 DOI: 10.1016/s0169-5002(01)00423-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Computed tomography (CT) guided fine needle aspiration biopsy (CT-guided FNAB) represents the procedure of choice for diagnosing peripheral primary lung cancer before surgery. The aim of the present study was to assess the reliability of the immunocytochemical evaluation of biological parameters and DNA flow cytometry on cellular material obtained from non-small cell lung cancer (NSCLC) patients by CT-guided FNAB. Thirty consecutive CT-guided FNABs obtained from NSCLC patients were submitted both to the immunocytochemical evaluation of p53, Ki67, bcl-2 and to flow cytometric DNA analysis. p53, Ki67 and bcl-2 were assessable in 60% (18/30), 53% (16/30) and 48% (10/21) of the cases, respectively. Flow cytometric DNA analysis was performed in 19 out of the 30 cases and 74% (14/19) of the histograms were evaluable. Cytofluorimetric S-phase fraction (SPF), was obtained in 57% (8/14) of the cases. The results of the current study suggest that CT-guided FNAB from primary NSCLC patients may represent an effective practice for the evaluation of biologic parameters and could be useful as a preoperative procedure. The role of neoadjuvant chemotherapy in operable NSCLC is still under debate. We suppose that in the future the presurgical characterization of NSCLC could suggest the opportunity of a neoadjuvant systemic treatment aimed to improve the clinical outcome. Moreover, in locally advanced or metastatic NSCLC immunocytochemistry could help to predict the response to chemotherapy and/or radiotherapy, avoiding ineffective treatments and supporting the development of more rational therapies.
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Affiliation(s)
- Cecilia Bozzetti
- Divisione di Oncologia Medica, Azienda Ospedaliera di Parma, Via Gramsci 14, 43100 Parma, Italy.
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49
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Brabender J, Park J, Metzger R, Schneider PM, Lord RV, Hölscher AH, Danenberg KD, Danenberg PV. Prognostic significance of cyclooxygenase 2 mRNA expression in non-small cell lung cancer. Ann Surg 2002; 235:440-3. [PMID: 11882767 PMCID: PMC1422451 DOI: 10.1097/00000658-200203000-00017] [Citation(s) in RCA: 98] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To investigate cyclooxygenase-2 (COX-2) mRNA expression in curatively resected non-small cell lung cancer (NSCLC) and to determine its association with prognosis. SUMMARY BACKGROUND DATA Lung cancer is one of the most common malignancies in the world. Despite improvements in the diagnosis and treatment of NSCLC, the 5-year survival rate remains less than 15%. Identification of prognostic predictors based on molecular alterations could lead to additional diagnostic tools and eventually to more effective therapeutic options. Overexpression of COX-2 has been reported in several human malignancies, including lung cancer, but the prognostic importance of this overexpression has not been elucidated. METHODS COX-2 mRNA expression was analyzed using a quantitative real-time polymerase chain reaction (Taqman) method in surgically resected tumor specimens from 89 patients with curatively resected NSCLC. RESULTS COX-2 mRNA was detectable in all 89 (100%) tumor tissues. High COX-2 expression in tumors was significantly associated with inferior survival. Multivariate analysis showed that high COX-2 expression is an independent predictor of worse survival in patients with NSCLC. CONCLUSIONS High COX-2 mRNA expression is an important biomarker for biologically aggressive disease in NSCLC and might be helpful in identifying patients who would benefit from additional therapies for controlling their disease.
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Affiliation(s)
- Jan Brabender
- Department of Molecular Biology, University of Southern California Keck School of Medicine, Los Angeles, California, USA.
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50
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Abstract
The International System for Staging Lung Cancer has been validated as a prognostic index and questioned regarding the implications of factors that require further study. As technology for evaluating the anatomic extent of disease is increasingly refined, the accuracy of clinical staging is greatly improved and provides a major benefit for individualized treatment selection. Advancing knowledge of the origin and development of lung tumors presents the challenge of appropriate integration of this body of science into clinical practice.
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Affiliation(s)
- Clifton F Mountain
- Department of Cardiothoracic Surgery, University of California at San Diego, San Diego, California, USA.
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