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Li B, Zhu J, Wang Y, Xu Y, Gao Z, Shi H, Nie P, Zhang J, Zhuang Y, Wang Z, Yang G. Radiomics nomogram based on CT radiomics features and clinical factors for prediction of Ki-67 expression and prognosis in clear cell renal cell carcinoma: a two-center study. Cancer Imaging 2024; 24:103. [PMID: 39107799 PMCID: PMC11302839 DOI: 10.1186/s40644-024-00744-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 07/24/2024] [Indexed: 08/10/2024] Open
Abstract
OBJECTIVES To develop and validate a radiomics nomogram combining radiomics features and clinical factors for preoperative evaluation of Ki-67 expression status and prognostic prediction in clear cell renal cell carcinoma (ccRCC). METHODS Two medical centers of 185 ccRCC patients were included, and each of them formed a training group (n = 130) and a validation group (n = 55). The independent predictor of Ki-67 expression status was identified by univariate and multivariate regression, and radiomics features were extracted from the preoperative CT images. The maximum relevance minimum redundancy (mRMR) and the least absolute shrinkage and selection operator algorithm (LASSO) were used to identify the radiomics features that were most relevant for high Ki-67 expression. Subsequently, clinical model, radiomics signature (RS), and radiomics nomogram were established. The performance for prediction of Ki-67 expression status was validated using area under curve (AUC), calibration curve, Delong test, decision curve analysis (DCA). Prognostic prediction was assessed by survival curve and concordance index (C-index). RESULTS Tumour size was the only independent predictor of Ki-67 expression status. Five radiomics features were finally identified to construct the RS (AUC: training group, 0.821; validation group, 0.799). The radiomics nomogram achieved a higher AUC (training group, 0.841; validation group, 0.814) and clinical net benefit. Besides, the radiomics nomogram provided a highest C-index (training group, 0.841; validation group, 0.820) in predicting prognosis for ccRCC patients. CONCLUSIONS The radiomics nomogram can accurately predict the Ki-67 expression status and exhibit a great capacity for prognostic prediction in patients with ccRCC and may provide value for tailoring personalized treatment strategies and facilitating comprehensive clinical monitoring for ccRCC patients.
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Affiliation(s)
- Ben Li
- Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, No. 59, Haier Road, Qingdao, 266061, Shandong, China
- School of Basic Medicine, Qingdao University, Qingdao, Shandong, China
| | - Jie Zhu
- Department of Scientific Research Management and Foreign Affairs, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Yanmei Wang
- GE Healthcare China, Pudong New Town, Shanghai, China
| | - Yuchao Xu
- School of Nuclear Science and Technology, University of South China, Hengyang, Hunan, China
| | - Zhaisong Gao
- Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, No. 59, Haier Road, Qingdao, 266061, Shandong, China
| | - Hailei Shi
- Department of Pathology, The Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266003, Shandong, China
| | - Pei Nie
- Department of Radiology, The Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266003, Shandong, China
| | - Ju Zhang
- Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, No. 59, Haier Road, Qingdao, 266061, Shandong, China
| | - Yuan Zhuang
- Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, No. 59, Haier Road, Qingdao, 266061, Shandong, China
| | - Zhenguang Wang
- Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, No. 59, Haier Road, Qingdao, 266061, Shandong, China.
| | - Guangjie Yang
- Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, No. 59, Haier Road, Qingdao, 266061, Shandong, China.
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Kristiansen G, Schmid M. Application of computer-generated images to train pattern recognition used in semiquantitative immunohistochemistry scoring. APMIS 2021; 130:26-33. [PMID: 34748225 DOI: 10.1111/apm.13188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
This study aimed to clarify whether the pattern recognition involved in scoring proliferation fractions can be trained by abstract computerized images of virtual tissues. Twenty computer-generated images with randomly distributed blue or red dots were scored by 12 probands (all co-workers or collaborators of the Institute of Pathology, University of Bonn). Afterward, the probands underwent a training phase during which they received an immediate feedback on the actual rate of positivity after each image. Finally, the initial testing series was rescored. In a second round with 15 different probands, 20 Ki-67 immunohistochemistry images of tonsil tissue were scored, followed by the same training phase with computer-generated images, before the immunohistochemistry slides were scored again. Paired t-tests were used to compare the differences in mean rates pre- and post-training. Concerning computerized images, untrained probands scored the percentages of positive dots with a mean deviation from the true rates of 8.2%. Following training, the same testing series was scored significantly better with a mean deviation of 4.9% (mean improvement 3.3%, p < 0.001). Scoring real immunohistochemistry slides, the training with computerized images also improved correct estimations, albeit to a lesser degree (mean improvement 1%, p = 0.03). Abstract computerized images of virtual tissues may be a useful tool to train and improve the accuracy of pattern recognition involved in semiquantitative scoring of immunohistochemistry slides. As a side results, this study highlights the value of computer-generated images to verify the performance of image-analysis software.
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Affiliation(s)
| | - Matthias Schmid
- Institute of Medical Biometry, Informatics and Epidemiology (IMBIE), University Hospital Bonn, Bonn, Germany
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Wei DM, Chen WJ, Meng RM, Zhao N, Zhang XY, Liao DY, Chen G. Augmented expression of Ki-67 is correlated with clinicopathological characteristics and prognosis for lung cancer patients: an up-dated systematic review and meta-analysis with 108 studies and 14,732 patients. Respir Res 2018; 19:150. [PMID: 30103737 PMCID: PMC6088431 DOI: 10.1186/s12931-018-0843-7] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Accepted: 07/13/2018] [Indexed: 02/08/2023] Open
Abstract
Background Lung cancer ranks as the leading cause of cancer-related deaths worldwide and we performed this meta-analysis to investigate eligible studies and determine the prognostic effect of Ki-67. Methods In total, 108 studies in 95 articles with 14,732 patients were found to be eligible, of which 96 studies reported on overall survival (OS) and 19 studies reported on disease-free survival (DFS) with relation to Ki-67 expression in lung cancer patients. Results The pooled hazard ratio (HR) indicated that a high Ki-67 level could be a valuable prognostic factor for lung cancer (HR = 1.122 for OS, P < 0.001 and HR = 1.894 for DFS, P < 0.001). Subsequently, the results revealed that a high Ki-67 level was significantly associated with clinical parameters of lung cancer including age (odd ratio, OR = 1.246 for older patients, P = 0.018), gender (OR = 1.874 for males, P < 0.001) and smoking status (OR = 3.087 for smokers, P < 0.001). Additionally, significant positive correlations were found between Ki-67 overexpression and poorer differentiation (OR = 1.993, P = 0.003), larger tumor size (OR = 1.436, P = 0.003), and higher pathologic stages (OR = 1.867 for III-IV, P < 0.001). Furthermore, high expression of Ki-67 was found to be a valuable predictive factor for lymph node metastasis positive (OR = 1.653, P < 0.001) and advanced TNM stages (OR = 1.497 for stage III-IV, P = 0.024). Finally, no publication bias was detected in any of the analyses. Conclusions This study highlights that the high expression of Ki-67 is clinically relevant in terms of the prognostic and clinicopathological characteristics for lung cancer. Nevertheless, more prospective well-designed studies are warranted to validate these findings. Electronic supplementary material The online version of this article (10.1186/s12931-018-0843-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Dan-Ming Wei
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Wen-Jie Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Rong-Mei Meng
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Na Zhao
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Xiang-Yu Zhang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Dan-Yu Liao
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Gang Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
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Fassas ABT, Tricot G. Chromosome 13 Deletion/Hypodiploidy and Prognosis in Multiple Myeloma Patients. Leuk Lymphoma 2009; 45:1083-91. [PMID: 15359986 DOI: 10.1080/10428190310001642710] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The application of high-dose treatment with autologous stem cell transplant(s) has improved survival, when compared to standard treatment, in patients with multiple myeloma. However, this benefit is mostly enjoyed by specific patient subgroups characterized by the absence of high-risk disease features. High-risk features are, first and foremost, the detection of unfavorable cytogenetic abnormalities (chromosome 13 deletion, hypodiploidy and myelodysplastic-type abnormalities in an otherwise typical myeloma karyotype) prior to treatment; elevated serum lactate dehydrogenase and C-reactive protein levels at diagnosis and high beta-2 microglobulin levels prior to transplant also convey poor prognosis, although they account for less variability of the observed outcome than the cytogenetic abnormalities. While high-dose treatment with autologous stem cell transplant(s) can cure a sizable minority of patients with low-risk disease features and significantly prolongs survival in others with similar characteristics, patients with high-risk features are virtually incurable and their survival benefit is much less pronounced. As the tremendous clinical variability of myeloma can now be traced to its underlying genetic abnormalities, routine cytogenetic analysis at diagnosis and relapse are absolutely indicated. Based on this stratification, high-risk patients are excellent candidates for novel therapeutic approaches, such as planned non-myeloablative allogeneic transplants following an autologous transplant.
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Affiliation(s)
- Athanasios B-T Fassas
- Myeloma Institute for Research and Therapy, University of Arkansas for Medical Sciences, 4301 W. Markham St., Little Rock 72205, USA.
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Rugge M, Fassan M, Clemente R, Rizzardi G, Giacomelli L, Pennelli G, Mescoli C, Segat D, Rea F. Bronchopulmonary Carcinoid: Phenotype and Long-term Outcome in a Single-Institution Series of Italian Patients. Clin Cancer Res 2008; 14:149-54. [DOI: 10.1158/1078-0432.ccr-07-1631] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Maounis NF, Chorti M, Apostolakis E, Ellina E, Blana A, Aggelidou M, Dritsas I, Markidou S. Prognostic impact of Deoxyribonucleic acid (DNA) image analysis cytometry and immunohistochemical expression of Ki67 in surgically resected non-small cell lung cancers. ACTA ACUST UNITED AC 2006; 30:507-14. [PMID: 17113721 DOI: 10.1016/j.cdp.2006.07.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/14/2006] [Indexed: 11/21/2022]
Abstract
BACKGROUND The aim of the present study was to evaluate the prognostic significance of DNA ploidy and Ki67 expression in non-small cell lung carcinoma (NSCLC). METHODS This prospective study included 96 patients with stages I-IIIA NSCLC who underwent surgical excision. DNA image analysis cytometry was applied on imprints. Calculation of the DNA index (DI) and the 5c exceeding rate (5cER) was performed and the histograms were classified as peridiploid, peritetraploid, and x-ploid-multiploid. The Ki67 immunoreactivity was determined according to the avidin-biotin complex immunoperoxidase method. RESULTS DNA histogram classification disclosed 30 peridiploid cases, 15 peritetraploid and 51 x-ploid-multiploid. Forty-eight cases (50%) had 5cER > 5%. The Ki67 immunoreactivity was below 25% in 53 tumors (62.4%) and above 25% in 32 (32.6%). Our results revealed the existence of a statistically significant relationship of DNA ploidy with nodal status (p = 0.042) and grade (p = 0.005). Adenocarcinomas and large cell carcinomas were more frequently encountered in x-ploid-multiploid tumors as compared to squamous cell carcinomas, which were more frequently peridiploid (p = 0.003). 5cER showed statistically significant association with nodal status (p = 0.037). Univariate analysis with respect to survival revealed significant association with stage (p < 0.001), nodal status (p < 0.001), tumor status (p < 0.001), DNA ploidy (p = 0.008) and 5cER (p = 0.0124). Multivariate analysis revealed stage and ploidy status as independent factors: peridiploid tumors were associated with better survival as compared to x-ploid-multiploid tumors (p = 0.022). CONCLUSION Our results suggest that DNA ploidy, as determined by image analysis, provides an independent prognostic parameter for patients with NSCLC and thus, could be used to identify a subset of patients with more aggressive tumors.
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Affiliation(s)
- Nicoletta F Maounis
- Department of Cytology, Sismanoglion General Hospital, 1 Sismanogliou Str., Athens 151 26, Greece.
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Valera V, Yokoyama N, Walter B, Okamoto H, Suda T, Hatakeyama K. Clinical significance of Ki-67 proliferation index in disease progression and prognosis of patients with resected colorectal carcinoma. Br J Surg 2005; 92:1002-7. [PMID: 15931661 DOI: 10.1002/bjs.4858] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
BACKGROUND The prognostic role of proliferation markers in patients with colorectal neoplasia is inconclusive. The aim of this study was to evaluate proliferation markers in patients with colorectal carcinoma, to relate these to standard clinicopathological findings and to investigate their potential role in the prediction of long-term survival. METHODS Archived formalin-fixed, paraffin-embedded tissue samples from a cohort of 106 patients who underwent curative resection for colorectal carcinoma were analysed to determine a Ki-67 (MIB-1)-derived proliferation index (PI) using a double immunostaining technique. The relationship between PI and standard clinicopathological variables was assessed and its association with long-term survival evaluated. RESULTS A significant association was found between PI and tumour (T) status (P = 0.001), lymph node (N) involvement (P = 0.0098), the presence of distant metastases (P < 0.010) and advanced stage of disease (P < 0.001). On multivariate analysis, PI was shown to be an independent prognostic factor for long-term survival (hazard ratio 2.1 (95 per cent confidence interval 1.1 to 4.1); P = 0.032). CONCLUSION Cell proliferation is significantly associated with tumour progression and may be used to identify patients with a predicted adverse outcome after resection of colorectal carcinoma.
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Affiliation(s)
- V Valera
- Department of Surgery, Division of Digestive and General Surgery, Niigata University Graduate School of Medical and Dental Sciences, Niigata City, Japan.
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Vielh P, Spano JP, Grenier J, Le Chevalier T, Soria JC. Molecular prognostic factors in resectable non-small cell lung cancer. Crit Rev Oncol Hematol 2005; 53:193-7. [PMID: 15718145 DOI: 10.1016/j.critrevonc.2004.10.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/29/2004] [Indexed: 12/20/2022] Open
Abstract
Lung cancer retains the leading position in cancer-related deaths in the western countries. Non-small cell lung cancer (NSCLC) comprises more than 80% of lung cancers, and complete surgical resection of primary tumors in early-stage disease is the only potentially curative treatment. One area of intense research on early-stage NSCLC is the identification of molecular markers to complement TNM staging to fully assess the prognosis of patients and to define innovative strategies. Numerous prognostic factors have been identified in patients with early-stage NSCLC that might enable classification of such patients into different subsets corresponding to different risks of recurrence following complete resection. Most of the markers are proteins that can be detected by immunohistochemistry assays based on the antigen-antibody reaction. The present review aims at providing a panorama on classical as well as new prognostic markers. Of special interest are some molecular factors, already or currently tested from a prognostic point of view, that might also become good candidates for predicting treatment efficacy.
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Affiliation(s)
- P Vielh
- Institut Gustave Roussy, 39 rue Camille Desmoulins, 94805 Villejuif Cedex, France
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9
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Martin B, Paesmans M, Mascaux C, Berghmans T, Lothaire P, Meert AP, Lafitte JJ, Sculier JP. Ki-67 expression and patients survival in lung cancer: systematic review of the literature with meta-analysis. Br J Cancer 2005; 91:2018-25. [PMID: 15545971 PMCID: PMC2409786 DOI: 10.1038/sj.bjc.6602233] [Citation(s) in RCA: 202] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Among new biological markers that could become useful prognostic factors for lung carcinoma, Ki-67 is a nuclear protein involved in cell proliferation regulation. Some studies have suggested an association between Ki-67 and poor survival in lung cancer patients. In order to clarify this point, we have performed a systematic review of the literature, using the methodology already described by our Group, the European Lung Cancer Working Party. In total, 37 studies, including 3983 patients, were found to be eligible. In total, 49% of the patients were considered as having a tumour positive for the expression of Ki-67 according to the authors cutoff. In all, 29 of the studies dealt with non-small-cell lung carcinoma (NSCLC), one with small-cell carcinoma (SCLC), two with carcinoid tumours and five with any histology. In terms of survival results, Ki-67 was a bad prognosis factor for survival in 15 studies while it was not in 22. As there was no statistical difference in quality scores between the significant and nonsignificant studies evaluable for the meta-analysis, we were allowed to aggregate the survival results. The combined hazard ratio for NSCLC, calculated using a random-effects model was 1.56 (95% CI: 1.30–1.87), showing a worse survival when Ki-67 expression is increased. In conclusion, our meta-analysis shows that the expression of Ki-67 is a factor of poor prognosis for survival in NSCLC.
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Affiliation(s)
- B Martin
- Critical Care Department and Thoracic Oncology, Institut Jules Bordet, Centre des Tumeurs de l'Université Libre de Bruxelles, Brussels, Belgium.
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Wang H, Zhang Z, Li R, Ang KK, Zhang H, Caraway NP, Katz RL, Jiang F. Overexpression of S100A2 protein as a prognostic marker for patients with stage I non small cell lung cancer. Int J Cancer 2005; 116:285-90. [PMID: 15800916 DOI: 10.1002/ijc.21035] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
S100A2, a calcium-binding protein, recently became of major interest because of its differential expression during transformation and metastasis in various tumors. The purpose of this study was to investigate the prognostic significance of S100A2 expression in the early-stage non small lung cancer (NSCLC). Immunohistochemical analysis to determine the percentage of cells staining positive for S100A2 was performed on 11 NSCLC tissue microarray slides containing samples from 113 patients with pathologic stage I NSCLC who had undergone curative surgery. S100A2 was expressed in samples from 79 patients (69.9%). Kaplan-Meier analysis showed that patients whose tumors had positive S100A2 expression had a significantly lower overall survival and disease-specific survival rate at 5 years after surgery than did patients with negative S100A2 expression (p < 0.001 and p < 0.001, respectively). Age at diagnosis, histologic type of cancer, degree of differentiation and smoking history did not have a statistically significant effect on survival. Multivariate analysis confirmed that S100A2 expression is a better predictor for disease-specific survival than were other clinical and histologic variables tested. Our results suggested that the expression of the S100A2 protein in stage I NSCLC indicates poor prognosis and may be used to identify patients with early-stage NSCLC who might benefit from adjuvant treatment.
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Affiliation(s)
- Huijun Wang
- Department of Pathology, University of Texas M.D. Anderson Cancer Center, Houston, TX 77030, USA
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Sardari Nia P, Van Marck E, Van Schil P. The Prospect of Biologic Staging of Non–Small-Cell Lung Cancer. Clin Lung Cancer 2005; 6:217-24. [PMID: 15694013 DOI: 10.3816/clc.2005.n.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The reductionistic approach to cancer research has led to an enormous amount of information and publications regarding the molecular biologic processes that take place in cancer tissue. However, the specific influence of this information on clinical practice has been limited. With the advent of new reductionistic tools like the transcriptomic and proteomic technologies, many would argue that further advances in the field of lung cancer research will be dominated by advances on the technical level. However, we anticipate that the most revolutionary advances will be those at a conceptual level. Medical science has always been reductionistic in essence, reducing and analyzing the composing elements of our complex biologic machinery, overlooking the fact that the interrelation among a set of simple determinants creates a new dimension of characteristics and functions. Problems emerging from a reductionistic approach are heterogeneity and variability. This review addresses the current conceptual problems in the field of lung cancer biology and provides a new conceptual model based on recent publications.
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Affiliation(s)
- Peyman Sardari Nia
- Department of Thoracic and Vascular Surgery University Hospital of Antwerp, Edegem, Belgium
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Fonseca R, Debes-Marun CS, Picken EB, Dewald GW, Bryant SC, Winkler JM, Blood E, Oken MM, Santana-Dávila R, González-Paz N, Kyle RA, Gertz MA, Dispenzieri A, Lacy MQ, Greipp PR. The recurrent IgH translocations are highly associated with nonhyperdiploid variant multiple myeloma. Blood 2003; 102:2562-7. [PMID: 12805059 DOI: 10.1182/blood-2003-02-0493] [Citation(s) in RCA: 206] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Aneuploid is ubiquitous in multiple myeloma (MM), and 4 cytogenetic subcategories are recognized: hypodiploid (associated with a shorter survival), pseudodiploid, hyperdiploid, and near-tetraploid MM. The hypodiploid, pseudodiploid, and near-tetraploid karyotypes can be referred to as the nonhyperdiploid MM. Immunoglobulin heavy-chain (IgH) translocations are seen in 60% of patients. We studied the relation between aneuploidy and IgH translocations in MM. Eighty patients with MM and abnormal metaphases were studied by means of interphase fluorescent in situ hybridization (FISH) to detect IgH translocations. We also studied a second cohort of 199 patients (Eastern Cooperative Oncology Group [ECOG]) for IgH translocations, chromosome 13 monosomy/deletions (Delta13), and ploidy by DNA content. Mayo Clinic patients with abnormal karyotypes and FISH-detected IgH translocation were more likely to be nonhyperdiploid (89% versus 39%, P <.0001). Remarkably, 88% of tested patients with hypodiploidy (16 of 18) and 90% of tested patients with tetraploidy (9 of 10) had an IgH translocation. ECOG patients with IgH translocations were more likely to have nonhyperdiploid MM by DNA content (68% versus 21%, P <.001). This association was seen predominantly in patients with recurrent chromosome partners to the IgH translocation (11q13, 4p16, and 16q23). The classification of MM into hyperdiploidy and nonhyperdiploidy is dictated largely by the recurrent (primary) IgH translocations in the latter.
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Affiliation(s)
- Rafael Fonseca
- Mayo Clinic Division of Hematology, The Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
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Rigau V, Molina TJ, Chaffaud C, Huchon G, Audouin J, Chevret S, Bréchot JM. Blood vessel invasion in resected non small cell lung carcinomas is predictive of metastatic occurrence. Lung Cancer 2002; 38:169-76. [PMID: 12399129 DOI: 10.1016/s0169-5002(02)00213-1] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Prognosis of patients with non small cell lung cancer (NSCLC) remains difficult to assess, even after adjustment for pathological stage. Prognostic value of numerous biological markers has been evaluated, with conflicting results. Data of 86 patients with NSCLC treated by surgery were collected with clinical characteristics, histopathological data including tumor differentiation and status of blood and lymphatic vessel invasion and evaluation by immunohistochemistry of Rb, Bcl-2 and Ki-67 expression. Prognostic values for overall survival (OS) and event-free survival (EFS) were analyzed by the log tank test and the multivariable Cox model. Using univariable analyses, pT, pN, poor differentiation or large cell subtype were associated with a poor OS, while lymphatic and/or blood vessel invasion were associated with a short EFS. None of the molecular markers had a significant prognostic value for either outcome. In multivariable analyses, only stage remained of prognostic value for OS. Interestingly, the presence of blood vascular invasion in the tumor was significantly predictive for subsequent metastatic occurrence in stages I and II. This feature might, therefore, be relevant for administration of adjuvant therapy in completely resected NSCLC.
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Affiliation(s)
- V Rigau
- Service d'Anatomie et de Cytologie Pathologiques, Hôtel-Dieu, 1 place du Parvis Notre-Dame, 75181 Paris Cedex 04, France
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Fassas ABT, Spencer T, Sawyer J, Zangari M, Lee CK, Anaissie E, Muwalla F, Morris C, Barlogie B, Tricot G. Both hypodiploidy and deletion of chromosome 13 independently confer poor prognosis in multiple myeloma. Br J Haematol 2002; 118:1041-7. [PMID: 12199783 DOI: 10.1046/j.1365-2141.2002.03757.x] [Citation(s) in RCA: 128] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Complete or partial deletion of chromosome 13 or translocations involving 13q (delta13) by conventional cytogenetic analysis confers a poor prognosis in multiple myeloma (MM) patients, even with timely application of tandem autologous transplants. It was recently suggested that the prognostic significance of delta13 is related to its frequent association with hypodiploidy but by itself does not have a poor prognostic significance. We therefore analysed our experience in 1475 consecutive MM patients in whom we intended treatment with tandem transplants after a melphalan-based conditioning regimen. Patients with abnormal cytogenetic analysis were grouped into hypodiploid/hypotetraploid, pseudodiploid and hyperdiploid groups, according to their modal chromosome number. Their event-free and overall survival were compared with those of patients with a normalkaryotype. Both hypodiploidy and delta13 were found to independently confer poor prognosis in MM patients. Furthermore, these parameters in combination with easily obtained pretransplant levels of beta-2 microglobulin and albumin define three groups of MM patients with clearly distinct outcomes.
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Affiliation(s)
- Athanasios B-T Fassas
- Myeloma Institute for Research and Therapy, University of Arkansas for Medical Sciences, Little Rock, AR 72205, 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: 453] [Impact Index Per Article: 20.6] [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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Abstract
This article updates our previous review of Ki67 published in Histopathology 10 years ago. In this period the numbers of papers published featuring this antibody has increased 10-fold from 338 to 3489 indicating the considerable enthusiasm with which this antibody has been studied. This review attempts to provide an update on the characterization of the Ki67 protein, its function and its use as a prognostic or diagnostic tool.
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Affiliation(s)
- D C Brown
- Department of Histopathology, Whittington Hospital, London, UK
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17
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Choma D, Daurès JP, Quantin X, Pujol JL. Aneuploidy and prognosis of non-small-cell lung cancer: a meta-analysis of published data. Br J Cancer 2001; 85:14-22. [PMID: 11437396 PMCID: PMC2363907 DOI: 10.1054/bjoc.2001.1892] [Citation(s) in RCA: 66] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
In lung cancer, DNA content abnormalities have been described as a heterogeneous spectrum of impaired tumour cell DNA histogram patterns. They are merged into the common term of aneuploidy and probably reflect a high genotypic instability. In non-small-cell lung cancer, the negative effect of aneuploidy has been a subject of controversy inasmuch as studies aimed at determining the survival-DNA content relationship have reported conflicting results. We made a meta-analysis of published studies aimed at determining the prognostic effect of aneuploidy in surgically resected non-small-cell lung cancer. 35 trials have been identified in the literature. A comprehensive collection of data has been constructed taking into account the following parameters: quality of specimen, DNA content assessment method, aneuploidy definition, histology and stage grouping, quality of surgical resection and demographic characteristics of the analysed population. Among the 4033 assessable patients, 2626 suffered from non-small-cell lung cancer with aneuploid DNA content (overall frequency of aneuploidy: 0.65; 95% CI: (0.64-0.67)). The DerSimonian and Laird method was used to estimate the size effects and the Peto and Yusuf method was used in order to generate the odds ratios (OR) of reduction in risk of death for patients affected by a nearly diploid (non-aneuploid) non-small-cell lung cancer. Survivals following surgical resection, from 1 to 5 years, were chosen as the end-points of our meta-analysis. Patients suffering from a nearly diploid tumour benefited from a significant reduction in risk of death at 1, 2, 3 and 4 years with respective OR: 0.51, 0.51, 0.45 and 0.67 (P< 10(-4)for each end-point). 5 years after resection, the reduction of death was of lesser magnitude: OR: 0.87 (P = 0.08). The test for overall statistical heterogeneity was conventionally significant (P< 0.01) for all 5 end-points, however. None of the recorded characteristics of the studies could explain this phenomenon precluding a subset analysis. Therefore, the DerSimonian and Laird method was applied inasmuch as this method allows a correction for heterogeneity. This method demonstrated an increase in survival at 1, 2, 3, 4 and 5 years for patients with diploid tumours with respective size effects of 0.11, 0.15, 0.20, 0.20 and 0.21 (value taking into account the correction for heterogeneity;P< 10(-4)for each end-point). Patients who benefit from a surgical resection for non-small-cell lung cancer with aneuploid DNA content prove to have a higher risk of death. This negative prognostic factor decreases the probability of survival by 11% at one year, a negative effect deteriorating up to 21% at 5 years following surgery.
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Affiliation(s)
- D Choma
- Thoracic Oncology Unit, Centre Hospitalier Universitaire de Montpellier, Hôpital Arnaud de Villeneuve, Montpellier Cedex, 34295, France
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18
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Puglisi F, Aprile G, Bruckbauer M, Barbone F, Damante G, Guerra S, Beltrami CA, Di Loreto C. Combined analysis of MIB-1 and thyroid transcription factor-1 predicts survival in non-small cell lung carcinomas. Cancer Lett 2001; 162:97-103. [PMID: 11121867 DOI: 10.1016/s0304-3835(00)00625-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The prognostic value of combined immunohistochemical analysis for the thyroid transcription factor-1 (TTF-1) and the proliferation marker MIB-1 was assessed in a consecutive series of non-small cell lung carcinomas (NSCLC). Tumor immunoreactivity for TTF-1 and MIB-1 was classified in three groups (-,+,++) and in two groups (-,+), respectively. Comparison across groups for TTF-1 reactivity showed significantly different survival curves (P=0.04). In particular, the best prognosis was associated with a TTF-1 negative pattern, whereas the TTF-1 '++' cases showed the worst prognosis. A trend towards better prognosis was observed for MIB-1 negative cases (P=0.09). Multivariate analysis confirmed independent prognostic significance of TTF-1 (P=0.002), MIB-1 (P=0.01) and pStage (P=0.04). Accordingly, analysing TTF-1 and MIB-1 together, a better prediction of survival was obtained (P=0.02), with the poorest prognosis for the 'TTF-1++/MIB-1+' cases.
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Affiliation(s)
- F Puglisi
- Department of Clinical Oncology, University of Udine, Piazzale SM Misericordia, 33100, Udine, Italy.
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19
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Gorgoulis VG, Zacharatos P, Kotsinas A, Mariatos G, Liloglou T, Vogiatzi T, Foukas P, Rassidakis G, Garinis G, Ioannides T, Zoumpourlis V, Bramis J, Michail PO, Asimacopoulos PJ, Field JK, Kittas C. Altered Expression of the Cell Cycle Regulatory Molecules pRb, p53 and MDM2 Exert a Synergetic Effect on Tumor Growth and Chromosomal Instability in Non-small Cell Lung Carcinomas (NSCLCs). Mol Med 2000. [DOI: 10.1007/bf03402115] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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El-Naggar AK, Dinh M, Tucker SL, Swanson D, Steck K, Vielh P. Numerical chromosomal changes in DNA hypodiploid solid tumors: restricted loss and gain of certain chromosomes. CYTOMETRY 1999; 37:107-12. [PMID: 10486522 DOI: 10.1002/(sici)1097-0320(19991001)37:2<107::aid-cyto3>3.0.co;2-o] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND DNA hypodiploidy is a unique and rare finding associated with aggressive behavior in solid tumors. Identifying the chromosomal changes underlying this feature may provide important information on the development and progression of these neoplasms. METHODS Fluorescence in situ hybridization analysis using alpha-satellite probes for nine autosomes and the two sex chromosomes was performed on interphase cells from 27 solid tumors which had been shown to be DNA hypodiploid by flow cytometry. The chromosomal abnormalities were correlated with the DNA index and tumor subtypes. RESULTS The data show mutually exclusive loss of certain chromosomes and compensatory gain of other chromosomes in different tumors. The net loss was slightly more than the net gain for the chromosomes tested. Polysomy of chromosome 7 and monosomy of chromosomes 17, X and loss Y were found in most tumors. Significant differential loss of chromosomes 6,10, and 12 among DNA hypodiploid breast, kidney and lung carcinomas was noted. CONCLUSIONS Our study shows (i) gain of chromosome 7 and loss chromosome 17 in most DNA hypodiploid tumors, (ii) specific chromosomal loss was noted in breast and renal cell carcinomas, and (iii) that different mechanisms for DNA hypodiploid and hyperdiploid development may exist.
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Affiliation(s)
- A K El-Naggar
- Department of Pathology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas 77030, USA.
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Sato G, Saijo Y, Uchiyama B, Kumano N, Sugawara S, Fujimura S, Sato M, Sagawa M, Ohkuda K, Koike K, Minami Y, Satoh K, Nukiwa T. Prognostic value of nucleolar protein p120 in patients with resected lung adenocarcinoma. J Clin Oncol 1999; 17:2721-7. [PMID: 10561346 DOI: 10.1200/jco.1999.17.9.2721] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE In this study we investigated the prognostic significance of proliferation-associated nucleolar protein p120 in primary resected lung adenocarcinoma because it reflects tumor growth fractions in vitro. PATIENTS AND METHODS Expression levels of p120 in tumors were assessed by immunohistochemistry in 74 patients who underwent radical resection. With clinical follow-up data, the prognostic significance of p120 calculated by labeling indices was evaluated using the Cox proportional hazards model. RESULTS p120 protein was clearly detected in nucleoli of adenocarcinoma cells. Its expression levels widely varied in each sample from 8.5% to 67. 2%, with a mean +/- SD of 35.2% +/- 15.1%. No significant correlation was found between expression levels of p120 and clinicopathologic factors. However, the expression levels of p120 were negatively correlated with the tumor doubling time calculated with retrospective chest roentgenograms. Using a cutoff value of 35% in the labeling index of p120, patients with high expression of p120 experienced early recurrence and shorter survival compared with those who had low expression of p120. Multivariate analysis showed that p120 served as an independent, as well as the strongest, prognostic factor for resected lung adenocarcinoma. CONCLUSION This report provides the first evidence that expression levels of p120 in tumor tissues can be used as an independent and powerful prognostic marker for resected lung adenocarcinoma.
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Affiliation(s)
- G Sato
- Departments of Respiratory Oncology & Molecular Medicine and Thoracic Surgery, Institute of Development, Aging, and Cancer, Tohoku University, Sendai, Japan
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22
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Kawana H, Tamaru J, Tanaka T, Hirai A, Saito Y, Kitagawa M, Mikata A, Harigaya K, Kuriyama T. Role of p27Kip1 and cyclin-dependent kinase 2 in the proliferation of non-small cell lung cancer. THE AMERICAN JOURNAL OF PATHOLOGY 1998; 153:505-13. [PMID: 9708810 PMCID: PMC1852977 DOI: 10.1016/s0002-9440(10)65593-9] [Citation(s) in RCA: 68] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/08/1998] [Indexed: 11/20/2022]
Abstract
The cell cycle is governed by a family of cyclin-dependent kinases (Cdks). Cdk2 forms a functional complex with cyclin E and plays a pivotal role in the regulation of G1/S transition. Cdk2 activity is negatively regulated by interactions with inhibitors. p27Kip1, one of the most potent inhibitors of Cdk2, was recently identified as a powerful negative prognostic marker in non-small cell lung cancer as well as in colorectal and breast cancer. In the present study, the expression of p27 and Ki-67 antigen in nonneoplastic and cancerous lung tissues was determined by immunohistochemistry. After establishing that the antibody-measured p27 labeling index was a good reflection of the level of p27 expression measured by Western blotting, we show that p27 labeling index is decreased in cancerous lung tissues, compared with nonneoplastic lung tissues, and exhibits a significant inverse relation to the proliferation marker Ki-67 antigen, detected with monoclonal antibody MIB-1. Consistent with these data, all cancerous lung tissues showed enhanced degradation activity of p27 compared with nonneoplastic lung tissues and, in addition, increased levels of the phosphorylated form of Cdk2, as determined with Western blot analysis. The H1 histone kinase activity associated with Cdk2 was also increased in non-small cell lung cancers. Statistical analysis showed that proliferative activity as measured by MIB-1 labeling index was highly correlated with Cdk2 activity (r = 0.767, P < 0.0015). These results suggest that p27 and Cdk2 may play an important role in the proliferation of non-small cell cancer.
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Affiliation(s)
- H Kawana
- First Department of Pathology, Chiba University School of Medicine, Japan
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Allal AS, Alonso-Pentzke L, Remadi S. Apparent lack of prognostic value of MIB-1 index in anal carcinomas treated by radiotherapy. Br J Cancer 1998; 77:1333-6. [PMID: 9579842 PMCID: PMC2150158 DOI: 10.1038/bjc.1998.222] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
This study was conducted to investigate the influence of Mib-1 index on outcome in 55 patients with T1-4 anal carcinomas treated radically by radiotherapy (RT) alone (24) or by concomitant chemo-radiotherapy (31). Median follow-up for surviving patients was 94 months (range 17-179 months). Tissue materials were obtained from pretreatment biopsies. A modified immunoperoxidase technique consisting of microwave heating of routinely processed material was employed using the Mib-1 antibody (Immunotech, 1:50). The median Mib-1 index for all patients was 53% (range 18-96%). Subgroups of patients with high vs low Mib-1 indices (separated by the median value) had statistically similar outcomes regarding 5-year overall survival (64% vs 65% P = 0.7), locoregional control (77% vs 69%, P = 0.5) and disease-free survival (73% vs 66%, P = 0.5). Moreover, no significant association was found between mean Mib-1 indices and various clinicopathological parameters studied (age, sex, circumferential tumour extent, T-stage, N-stage and histological type). In conclusion, Mib-1 index failed to predict the outcome of patients with anal carcinomas treated conservatively by radiotherapy with or without chemotherapy. It is noteworthy that the median Mib-1 index observed in anal carcinomas in this study was among the highest yet reported for cancers of epithelial origin.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Antibodies, Monoclonal
- Antigens, Nuclear
- Anus Neoplasms/metabolism
- Anus Neoplasms/pathology
- Anus Neoplasms/radiotherapy
- Carcinoma, Squamous Cell/metabolism
- Carcinoma, Squamous Cell/pathology
- Carcinoma, Squamous Cell/radiotherapy
- Carcinoma, Transitional Cell/metabolism
- Carcinoma, Transitional Cell/pathology
- Carcinoma, Transitional Cell/radiotherapy
- Chemotherapy, Adjuvant
- Disease-Free Survival
- Female
- Follow-Up Studies
- Humans
- Immunoenzyme Techniques
- Ki-67 Antigen/metabolism
- Male
- Middle Aged
- Mitotic Index
- Nuclear Proteins/metabolism
- Prognosis
- Radiotherapy, Adjuvant
- Retrospective Studies
- Treatment Outcome
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Affiliation(s)
- A S Allal
- Division of Radiation Oncology, University Hospital of Geneva, Switzerland
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