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Boyle DP, McCourt CM, Matchett KB, Salto-Tellez M. Molecular and clinicopathological markers of prognosis in breast cancer. Expert Rev Mol Diagn 2013; 13:481-98. [PMID: 23782255 DOI: 10.1586/erm.13.29] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
A vast body of research in breast cancer prognostication has accumulated. Yet despite this, patients within current prognostic categories may have significantly different outcomes. There is a need to more accurately divide those cancer types associated with an excellent prognosis from those requiring more aggressive therapy. Gene expression array studies have revealed the numerous molecular breast cancer subtypes that are associated with differing outcomes. Furthermore, as next generation technologies evolve and further reveal the complexities of breast cancer, it is likely that existing prognostic approaches will become progressively refined. Future prognostication in breast cancer requires a morphomolecular, multifaceted approach involving the assessment of anatomical disease extent and levels of protein, DNA and RNA expression. One of the major challenges in prognostication will be the integration of potential assays into existing clinical systems and identification of appropriate patient subgroups for analysis.
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Affiliation(s)
- David P Boyle
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, 97 Lisburn Road, Belfast BT9 7BL, UK.
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202
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Chen D, Jiang B, Xing J, Liu M, Cui M, Liu Y, Wang Z, Chen L, Yang H, Zhang C, Yao Z, Zhang N, Ji J, Qu H, Su X. Validation of the memorial Sloan-Kettering Cancer Center nomogram to predict disease-specific survival after R0 resection in a Chinese gastric cancer population. PLoS One 2013; 8:e76041. [PMID: 24146811 PMCID: PMC3798309 DOI: 10.1371/journal.pone.0076041] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2013] [Accepted: 08/23/2013] [Indexed: 12/13/2022] Open
Abstract
Background Prediction of disease-specific survival (DSS) for individual patient with gastric cancer after R0 resection remains a clinical concern. Since the clinicopathologic characteristics of gastric cancer vary widely between China and western countries, this study is to evaluate a nomogram from Memorial Sloan-Kettering Cancer Center (MSKCC) for predicting the probability of DSS in patients with gastric cancer from a Chinese cohort. Methods From 1998 to 2007, clinical data of 979 patients with gastric cancer who underwent R0 resection were retrospectively collected from Peking University Cancer Hospital & Institute and used for external validation. The performance of the MSKCC nomogram in our population was assessed using concordance index (C-index) and calibration plot. Results The C-index for the MSKCC predictive nomogram was 0.74 in the Chinese cohort, compared with 0.69 for American Joint Committee on Cancer (AJCC) staging system (P<0.0001). This suggests that the discriminating value of MSKCC nomogram is superior to AJCC staging system for prognostic prediction in the Chinese population. Calibration plots showed that the actual survival of Chinese patients corresponded closely to the MSKCC nonogram-predicted survival probabilities. Moreover, MSKCC nomogram predictions demonstrated the heterogeneity of survival in stage IIA/IIB/IIIA/IIIB disease of the Chinese patients. Conclusion In this study, we externally validated MSKCC nomogram for predicting the probability of 5- and 9-year DSS after R0 resection for gastric cancer in a Chinese population. The MSKCC nomogram performed well with good discrimination and calibration. The MSKCC nomogram improved individualized predictions of survival, and may assist Chinese clinicians and patients in individual follow-up scheduling, and decision making with regard to various treatment options.
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Affiliation(s)
- Donglai Chen
- Center for Bioinformatics, State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing, China
| | - Beihai Jiang
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Minimally Invasive Gastrointestinal Surgery, Peking University Cancer Hospital & Institute, Beijing, China
| | - Jiadi Xing
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Minimally Invasive Gastrointestinal Surgery, Peking University Cancer Hospital & Institute, Beijing, China
| | - Maoxing Liu
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Minimally Invasive Gastrointestinal Surgery, Peking University Cancer Hospital & Institute, Beijing, China
| | - Ming Cui
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Minimally Invasive Gastrointestinal Surgery, Peking University Cancer Hospital & Institute, Beijing, China
| | - Yiqiang Liu
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Pathology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Zaozao Wang
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Minimally Invasive Gastrointestinal Surgery, Peking University Cancer Hospital & Institute, Beijing, China
| | - Lei Chen
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Minimally Invasive Gastrointestinal Surgery, Peking University Cancer Hospital & Institute, Beijing, China
| | - Hong Yang
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Minimally Invasive Gastrointestinal Surgery, Peking University Cancer Hospital & Institute, Beijing, China
| | - Chenghai Zhang
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Minimally Invasive Gastrointestinal Surgery, Peking University Cancer Hospital & Institute, Beijing, China
| | - Zhendan Yao
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Minimally Invasive Gastrointestinal Surgery, Peking University Cancer Hospital & Institute, Beijing, China
| | - Nan Zhang
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Minimally Invasive Gastrointestinal Surgery, Peking University Cancer Hospital & Institute, Beijing, China
| | - Jiafu Ji
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Surgery, Peking University Cancer Hospital & Institute, Beijing, China
| | - Hong Qu
- Center for Bioinformatics, State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing, China
- * E-mail: (HQ); (XS)
| | - Xiangqian Su
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Minimally Invasive Gastrointestinal Surgery, Peking University Cancer Hospital & Institute, Beijing, China
- * E-mail: (HQ); (XS)
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Ali S, Palmer FL, Yu C, DiLorenzo M, Shah JP, Kattan MW, Patel SG, Ganly I. Postoperative nomograms predictive of survival after surgical management of malignant tumors of the major salivary glands. Ann Surg Oncol 2013; 21:637-42. [PMID: 24132626 DOI: 10.1245/s10434-013-3321-y] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2013] [Indexed: 12/21/2022]
Abstract
OBJECTIVES The objective of this study was to create a nomogram predictive of survival in salivary gland cancer. METHODS Clinical, tumor, and treatment characteristics were collected for 301 patients who underwent surgery for salivary gland cancer between 1985 and 2009 at Memorial Sloan Kettering Cancer Centre. Factors predictive of overall survival (OS) and cancer-specific survival (CSS) were determined by univariate analysis. Cox risk regression was used to model OS data. Competing risks regression was used for cancer-specific death. Deaths from other causes were treated as competing risks for cancer-specific death. Predictive nomograms for OS and CSS were then created using stepdown method to select predictors of outcome. RESULTS The median age was 62 (range 9-89) years. There were 156 (52%) males and 145 (48%) females. Five variables predictive for OS (age, clinical T4 stage, histological grade, perineural invasion, and tumor dimension) were used to generate a parsimonious model, and a nomogram was created to predict 10-year survival probability. The concordance index (CI) for this nomogram was 0.809. Five variables predictive for CSS (histological grade, perineural invasion, clinical T4 stage, positive nodal status, and status of margins) were used to generate a second nomogram predicting CSS. This nomogram had a CI of 0.856. Both nomograms were validated internally by assessing discrimination and calibration. CONCLUSIONS We have developed the first nomograms to predict prognosis in an individual patient with salivary gland cancer.
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Affiliation(s)
- Safina Ali
- Head and Neck Service, Department of Surgery, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
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204
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The role of adjuvant radiation treatment in older women with early breast cancer. J Geriatr Oncol 2013; 4:402-12. [DOI: 10.1016/j.jgo.2013.05.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2012] [Revised: 03/24/2013] [Accepted: 05/24/2013] [Indexed: 11/20/2022]
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Patient Age and Tumor Size Determine the Cancer Yield of Preoperative Bilateral Breast MRI in Women With Ductal Carcinoma In Situ. AJR Am J Roentgenol 2013; 201:684-91. [DOI: 10.2214/ajr.12.10167] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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206
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Kaur H, Mao S, Shah S, Gorski DH, Krawetz SA, Sloane BF, Mattingly RR. Next-generation sequencing: a powerful tool for the discovery of molecular markers in breast ductal carcinoma in situ. Expert Rev Mol Diagn 2013; 13:151-65. [PMID: 23477556 DOI: 10.1586/erm.13.4] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Mammographic screening leads to frequent biopsies and concomitant overdiagnosis of breast cancer, particularly ductal carcinoma in situ (DCIS). Some DCIS lesions rapidly progress to invasive carcinoma, whereas others remain indolent. Because we cannot yet predict which lesions will not progress, all DCIS is regarded as malignant, and many women are overtreated. Thus, there is a pressing need for a panel of molecular markers in addition to the current clinical and pathological factors to provide prognostic information. Genomic technologies such as microarrays have made major contributions to defining subtypes of breast cancer. Next-generation sequencing (NGS) modalities offer unprecedented depth of expression analysis through revealing transcriptional boundaries, mutations, rare transcripts and alternative splice variants. NGS approaches are just beginning to be applied to DCIS. Here, the authors review the applications and challenges of NGS in discovering novel potential therapeutic targets and candidate biomarkers in the premalignant progression of breast cancer.
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Affiliation(s)
- Hitchintan Kaur
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI 48201, USA
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207
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Van Bockstal M, Lambein K, Gevaert O, De Wever O, Praet M, Cocquyt V, Van den Broecke R, Braems G, Denys H, Libbrecht L. Stromal architecture and periductal decorin are potential prognostic markers for ipsilateral locoregional recurrence in ductal carcinoma in situ of the breast. Histopathology 2013; 63:520-33. [PMID: 23889174 DOI: 10.1111/his.12188] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2013] [Accepted: 05/11/2013] [Indexed: 12/14/2022]
Abstract
AIMS The incidence of ductal carcinoma in situ (DCIS) has increased since the introduction of screening mammography. Recurrence prediction is still not accurate, and could be improved by identifying additional prognostic markers. Periductal stroma actively participates in early breast cancer progression. Therefore, the aim of this study was to explore the prognostic potential of stromal characteristics in DCIS. METHODS AND RESULTS Histopathological features and hormone receptor/HER2 status were analysed in a first cohort of 65 cases of DCIS with a median follow-up of 112 months. Cox regression analysis revealed that myxoid stromal architecture was significantly associated with increased ipsilateral locoregional recurrence (P = 0.015). Next, we performed immunohistochemical screening of nine stromal proteins in a second cohort of 82 DCIS cases, and correlated their expression with stromal architecture. Because reduced stromal decorin expression correlated most strongly with myxoid stroma (P < 0.001), it was selected for further analysis in the first cohort. Patients with reduced periductal decorin expression had a higher risk of recurrence (P = 0.008). Furthermore, HER2 overexpression was significantly associated with invasive but not with in situ recurrence (P = 0.007). CONCLUSIONS Periductal myxoid stroma and reduced periductal decorin expression seem to be prognostic for overall ipsilateral locoregional recurrence in DCIS, whereas HER2 expression might be a more specific biomarker for invasive recurrence.
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Affiliation(s)
- Mieke Van Bockstal
- Department of Pathology, Ghent University and Ghent University Hospital, Ghent, Belgium
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208
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The consequence of undertreatment of patients treated with breast conserving therapy for ductal carcinoma in-situ. Am J Surg 2013; 206:790-7. [PMID: 23866765 DOI: 10.1016/j.amjsurg.2013.03.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2012] [Revised: 02/17/2013] [Accepted: 03/21/2013] [Indexed: 11/20/2022]
Abstract
BACKGROUND The use of clinical features to allocate adjuvant therapy in the treatment of ductal carcinoma in situ with breast-conserving therapy remains controversial. METHODS A review of patients with ductal carcinoma in situ treated with breast-conserving therapy was performed. The recurrence rate was examined in relation to patient age, tumor characteristics, Van Nuys Prognostic Index, and the receipt of prescribed adjuvant therapies. RESULTS Six percent of patients (17 of 294) had developed local recurrences after a median follow-up period of 63 months. Fifty-nine percent of patients (91 of 154) with estrogen receptor-positive tumors did not receive prescribed tamoxifen. Thirty-one percent of patients (45 of 147) with Van Nuys Prognostic Index scores ≥7 did not receive recommended radiation therapy. Receipt of prescribed adjuvant therapy did not result in a decrease in the rate of local recurrence. Patient age was the only factor associated with local recurrence on univariate but not on multivariate analysis (P = .374). CONCLUSIONS A low rate of local recurrence was achieved despite a large number of patients' not receiving prescribed adjuvant therapies.
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209
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Mackey A, Greenup R, Hwang ES. New Treatment Paradigms for Patients with Ductal Carcinoma In Situ. CURRENT BREAST CANCER REPORTS 2013. [DOI: 10.1007/s12609-013-0109-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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210
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Cutuli B, Lemanski C, Le Blanc-Onfroy M, de Lafontan B, Cohen-Solal-Le-Nir C, Fondrinier É, Mignotte H, Giard S, Charra-Brunaud C, Auvray H, Gonzague-Casabianca L, Quétin P, Fay R. Local recurrence after ductal carcinoma in situ breast conserving treatment. Analysis of 195 cases. Cancer Radiother 2013; 17:196-201. [DOI: 10.1016/j.canrad.2013.01.011] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2012] [Revised: 11/20/2012] [Accepted: 01/09/2013] [Indexed: 10/27/2022]
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211
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Bayraktar S, Arun B, Glück S. Ductal carcinoma in situ: how should we treat it? BREAST CANCER MANAGEMENT 2013. [DOI: 10.2217/bmt.13.13] [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 The observed incidence of ductal carcinoma in situ (DCIS) has increased because of the increasing use of sensitive imaging modalities. While the clinical course of DCIS is quite variable, it is considered a precursor lesion to invasive breast cancer. The current focus of DCIS treatment is on the prevention of progression to invasive disease. However, at present, validated diagnostic tests to predict progression accurately are lacking. Additionally, important clinical questions arise during DCIS management. For example, optimal margins of excision or axillary lymph node sampling have not been addressed in randomized clinical trials. May whole-breast radiation after lumpectomy be omitted in selected patients? What is the role of adjuvant tamoxifen if it does not impact overall survival rates? This review aims to describe the natural history of DCIS and highlights the current therapeutic options and challenges in patient management.
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Affiliation(s)
- Soley Bayraktar
- Department of Medical Oncology, Mercy Cancer Center, Ardmore, OK, USA
| | - Banu Arun
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Stefan Glück
- Department of Medicine, Division of Hematology/Medical Oncology, University of Miami & Sylvester Comprehensive Cancer Center, Miami, FL, USA
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Ihrai T, Georgiou C, Machiavello JC, Chignon-Sicard B, Figl A, Raoust I, Bourgeon Y, Fouche Y, Flipo B. Autologous fat grafting and breast cancer recurrences: Retrospective analysis of a series of 100 procedures in 64 patients. J Plast Surg Hand Surg 2013; 47:273-5. [DOI: 10.3109/2000656x.2012.759583] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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213
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Lazzeroni M, Guerrieri-Gonzaga A, Botteri E, Leonardi MC, Rotmensz N, Serrano D, Varricchio C, Disalvatore D, Del Castillo A, Bassi F, Pagani G, DeCensi A, Viale G, Bonanni B, Pruneri G. Tailoring treatment for ductal intraepithelial neoplasia of the breast according to Ki-67 and molecular phenotype. Br J Cancer 2013; 108:1593-601. [PMID: 23579208 PMCID: PMC3668474 DOI: 10.1038/bjc.2013.147] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Background: The post-surgical management of ductal intraepithelial neoplasia (DIN) of the breast is still a dilemma. Ki-67 labelling index (LI) has been proposed as an independent predictive and prognostic factor in early breast cancer. Methods: The prognostic and predictive roles of Ki-67 LI were evaluated with a multivariable Cox regression model in a cohort of 1171 consecutive patients operated for DIN in a single institution from 1997 to 2007. Results: Radiotherapy (RT) was protective in subjects with DIN with Ki-67 LI ≥14%, whereas no evidence of benefit was seen for Ki-67 LI <14%, irrespective of nuclear grade and presence of necrosis. Notably, the higher the Ki-67 LI, the stronger the effect of RT (P-interaction <0.01). Hormonal therapy (HT) was effective in both Luminal A (adjusted hazard ratio (HR)=0.56 (95% CI, 0.33–0.97)) and Luminal B/Her2neg DIN (HR 0.51 (95% CI, 0.27–0.95)). Conclusion: Our data suggest that Ki-67 LI may be a useful prognostic and predictive adjunct in DIN patients. The Ki-67 LI of 14% could be a potential cutoff for better categorising this population of women at increased risk for breast cancer and in which adjuvant treatment (RT, HT) should be differently addressed, independent of histological grade and presence of necrosis.
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Affiliation(s)
- M Lazzeroni
- Division of Cancer Prevention and Genetics, European Institute of Oncology, Milan, Italy.
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Nomograms predicting response to therapy and outcomes after bladder-preserving trimodality therapy for muscle-invasive bladder cancer. Int J Radiat Oncol Biol Phys 2013; 86:311-6. [PMID: 23474117 DOI: 10.1016/j.ijrobp.2013.01.020] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2012] [Revised: 01/04/2013] [Accepted: 01/14/2013] [Indexed: 11/20/2022]
Abstract
PURPOSE Selective bladder preservation by use of trimodality therapy is an established management strategy for muscle-invasive bladder cancer. Individual disease features have been associated with response to therapy, likelihood of bladder preservation, and disease-free survival. We developed prognostic nomograms to predict the complete response rate, disease-specific survival, and likelihood of remaining free of recurrent bladder cancer or cystectomy. METHODS AND MATERIALS From 1986 to 2009, 325 patients were managed with selective bladder preservation at Massachusetts General Hospital (MGH) and had complete data adequate for nomogram development. Treatment consisted of a transurethral resection of bladder tumor followed by split-course chemoradiation. Patients with a complete response at midtreatment cystoscopic assessment completed radiation, whereas those with a lesser response underwent a prompt cystectomy. Prognostic nomograms were constructed predicting complete response (CR), disease-specific survival (DSS), and bladder-intact disease-free survival (BI-DFS). BI-DFS was defined as the absence of local invasive or regional recurrence, distant metastasis, bladder cancer-related death, or radical cystectomy. RESULTS The final nomograms included information on clinical T stage, presence of hydronephrosis, whether a visibly complete transurethral resection of bladder tumor was performed, age, sex, and tumor grade. The predictive accuracy of these nomograms was assessed. For complete response, the area under the receiving operating characteristic curve was 0.69. The Harrell concordance index was 0.61 for both DSS and BI-DFS. CONCLUSIONS Our nomograms allow individualized estimates of complete response, DSS, and BI-DFS. They may assist patients and clinicians making important treatment decisions.
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A validated web-based nomogram for predicting positive surgical margins following breast-conserving surgery as a preoperative tool for clinical decision-making. Breast 2013; 22:773-9. [PMID: 23462681 DOI: 10.1016/j.breast.2013.01.010] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2012] [Revised: 01/08/2013] [Accepted: 01/19/2013] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND Breast-conserving therapy, consisting of lumpectomy and adjuvant radiotherapy, is considered standard treatment for early-stage breast cancer. One of the most important risk factors of local recurrence is the presence of positive surgical margins following lumpectomy. We aimed to develop and validate a predictive model (nomogram) to predict for positive margins following the first attempt at lumpectomy as a preoperative tool for clinical decision-making. METHODS Patients with clinical T1-2N0-1Mx-0 histology-proven invasive breast carcinoma who underwent BCT throughout the North-East region of The Netherlands between June 2008 and July 2009 were selected from the Netherlands Cancer Registry (n = 1185). Results from multivariate logistic regression analyses served as the basis for development of the nomogram. Nomogram calibration and discrimination were assessed graphically and by calculation of a concordance index, respectively. Nomogram performance was validated on an external independent dataset (n = 331) from the University Medical Center Groningen. RESULTS The final multivariate regression model included clinical, radiological, and pathological variables. Concordance indices were calculated of 0.70 (95% CI: 0.66-0.74) and 0.69 (95% CI: 0.63-0.76) for the modeling and the validation group, respectively. Calibration of the model was considered adequate in both groups. A nomogram was developed as a graphical representation of the model. Moreover, a web-based application (http://www.breastconservation.com) was build to facilitate the use of our nomogram in a clinical setting. CONCLUSION We developed and validated a nomogram that enables estimation of the preoperative risk of positive margins in breast-conserving surgery. Our nomogram provides a valuable tool for identifying high-risk patients who might benefit from preoperative MRI and/or oncoplastic surgery.
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217
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Predicting outcomes in radiation oncology--multifactorial decision support systems. Nat Rev Clin Oncol 2012; 10:27-40. [PMID: 23165123 DOI: 10.1038/nrclinonc.2012.196] [Citation(s) in RCA: 284] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
With the emergence of individualized medicine and the increasing amount and complexity of available medical data, a growing need exists for the development of clinical decision-support systems based on prediction models of treatment outcome. In radiation oncology, these models combine both predictive and prognostic data factors from clinical, imaging, molecular and other sources to achieve the highest accuracy to predict tumour response and follow-up event rates. In this Review, we provide an overview of the factors that are correlated with outcome-including survival, recurrence patterns and toxicity-in radiation oncology and discuss the methodology behind the development of prediction models, which is a multistage process. Even after initial development and clinical introduction, a truly useful predictive model will be continuously re-evaluated on different patient datasets from different regions to ensure its population-specific strength. In the future, validated decision-support systems will be fully integrated in the clinic, with data and knowledge being shared in a standardized, instant and global manner.
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218
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Choi DX, Eaton AA, Olcese C, Patil S, Morrow M, Van Zee KJ. Blurry boundaries: do epithelial borderline lesions of the breast and ductal carcinoma in situ have similar rates of subsequent invasive cancer? Ann Surg Oncol 2012; 20:1302-10. [PMID: 23161115 DOI: 10.1245/s10434-012-2719-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2012] [Indexed: 01/30/2023]
Abstract
BACKGROUND The histology of epithelial "borderline lesions" of the breast, which have features in between atypical ductal hyperplasia (ADH) and ductal carcinoma in situ (DCIS), is well described, but the clinical behavior is not. This study reports subsequent ipsilateral breast events (IBE) in patients with borderline lesions compared with those with DCIS. METHODS Patients undergoing breast-conserving surgery for borderline lesions or DCIS from 1997 to 2010 were identified from a prospective database. IBE was defined as the diagnosis of subsequent ipsilateral DCIS or invasive ductal carcinoma. RESULTS A total of 143 borderline-lesion patients and 2,328 DCIS patients were identified. Median follow-up was 2.9 and 4.4 years, respectively. 7 borderline-lesion and 172 DCIS patients experienced an IBE. 5 year IBE rates were 7.7 % for borderline lesions and 7.2 % for DCIS (p = .80). 5 year invasive IBE rates were 6.5 and 2.8 %, respectively (p = .25). Similarly, when analyses were restricted to patients who did not receive radiotherapy, or endocrine therapy, or both, borderline-lesion and DCIS patients did not demonstrate statistically significant differences in rates of IBE or invasive IBE. CONCLUSIONS When compared with DCIS, borderline lesions do not demonstrate lower rates of IBE or invasive IBE. Despite "borderline" histology, a 5 year IBE rate of 7.7 % and an invasive IBE rate of 6.5 % suggest that the risk of future carcinoma is significant and similar to that of DCIS.
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Affiliation(s)
- Daniel X Choi
- Breast Service, Department of Surgery, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
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Vidali C, Caffo O, Aristei C, Bertoni F, Bonetta A, Guenzi M, Iotti C, Leonardi MC, Mussari S, Neri S, Pietta N. Conservative treatment of breast ductal carcinoma in situ: results of an Italian multi-institutional retrospective study. Radiat Oncol 2012; 7:177. [PMID: 23098066 PMCID: PMC3573934 DOI: 10.1186/1748-717x-7-177] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2012] [Accepted: 10/21/2012] [Indexed: 12/21/2022] Open
Abstract
Background The incidence of ductal carcinoma in situ (DCIS) has increased markedly in recent decades. In the past, mastectomy was the primary treatment for patients with DCIS, but as with invasive cancer, breast-conserving surgery followed by radiation therapy (RT) has become the standard approach. We present the final results of a multi-institutional retrospective study of an Italian Radiation Oncology Group for the study of conservative treatment of DCIS, characterized by a very long period of accrual, from February 1985 to March 2000, and a median follow-up longer than 11 years. Methods A collaborative multi-institutional study was conducted in Italy in 10 Radiation Oncology Departments. A consecutive series of 586 women with DCIS histologically confirmed, treated between February 1985 and March 2000, was retrospectively evaluated. Median age at diagnosis was 55 years (range: 29–84); 32 patients were 40 years old or younger. All women underwent conservative surgery followed by whole breast RT. Irradiation was delivered to the entire breast, for a median total dose of 50 Gy; the tumour bed was boosted in 295 cases (50%) at a median dose of 10 Gy. Results After a median follow-up of 136 months (range: 16–292 months), 59/586 patients (10%) experienced a local recurrence: invasive in 37 cases, intraductal in 20 and not specified in two. Salvage mastectomy was the treatment of choice in 46 recurrent patients; conservative surgery in 10 and it was unknown in three patients. The incidence of local recurrence was significantly higher in women younger than 40 years (31.3%) (p= 0.0009). Five patients developed distant metastases. Furthermore 40 patients developed a contralateral breast cancer and 31 a second primary tumour in a different site. The 10-year actuarial overall survival (OS) was 95.5% and the 10-year actuarial disease-specific survival (DSS) was 99%. Conclusions Our results are consistent with those reported in the literature. In particular it has been defined the importance of young age (40 years or less) as a relevant risk factor for local recurrence. This retrospective multi-institutional Italian study confirms the long term efficacy of breast conserving surgery with RT in women with DCIS.
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Affiliation(s)
- Cristiana Vidali
- S.C. Radioterapia Oncologica, Azienda Ospedaliero-Universitaria Ospedali Riuniti, Via Pietà 19, 34139, Trieste, Italy.
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Yi M, Meric-Bernstam F, Kuerer HM, Mittendorf EA, Bedrosian I, Lucci A, Hwang RF, Crow JR, Luo S, Hunt KK. Reply to K.J. Van Zee et al. J Clin Oncol 2012. [DOI: 10.1200/jco.2012.43.9406] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Min Yi
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Henry M. Kuerer
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Anthony Lucci
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Rosa F. Hwang
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jaime R. Crow
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Sheng Luo
- School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX
| | - Kelly K. Hunt
- The University of Texas MD Anderson Cancer Center, Houston, TX
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Albert JM, Liu DD, Shen Y, Pan IW, Shih YCT, Hoffman KE, Buchholz TA, Giordano SH, Smith BD. Nomogram to predict the benefit of radiation for older patients with breast cancer treated with conservative surgery. J Clin Oncol 2012; 30:2837-43. [PMID: 22734034 PMCID: PMC3410401 DOI: 10.1200/jco.2011.41.0076] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2011] [Accepted: 03/07/2012] [Indexed: 01/21/2023] Open
Abstract
PURPOSE The role of radiation therapy (RT) after conservative surgery (CS) remains controversial for older patients with breast cancer. Guidelines based on recent clinical trials have suggested that RT may be omitted in selected patients with favorable disease. However, it is not known whether this recommendation should extend to other older women. Accordingly, we developed a nomogram to predict the likelihood of long-term breast preservation with and without RT. METHODS We used Surveillance, Epidemiology, and End Results-Medicare data to identify 16,092 women age 66 to 79 years treated with CS between 1992 and 2002, using claims to identify receipt of RT and subsequent mastectomy. Time to mastectomy was estimated using the Kaplan-Meier method. Cox proportional hazards models determined the effect of covariates on mastectomy-free survival (MFS). A nomogram was developed to predict 5- and 10-year MFS, given associated risk factors, and bootstrap validation was performed. RESULTS With a median follow-up of 7.2 years, the overall 5- and 10-year MFS rates were 98.1% (95% CI, 97.8% to 98.3%) and 95.4% (95% CI, 94.9% to 95.8%), respectively. In multivariate analysis, age, race, tumor size, estrogen receptor status, and receipt of RT were predictive of time to mastectomy and were incorporated into the nomogram. Nodal status was also included given a significant interaction with RT. The resulting nomogram demonstrated good accuracy in predicting MFS, with a bootstrap-corrected concordance index of 0.66. CONCLUSION This clinically useful tool predicts 5- and 10-year MFS among older women with early breast cancer using readily available clinicopathologic factors and can aid individualized clinical decision making by estimating predicted benefit from RT.
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Affiliation(s)
- Jeffrey M. Albert
- Jeffrey M. Albert, Diane D. Liu, Yu Shen, Karen E. Hoffman, Thomas A. Buchholz, Sharon H. Giordano, and Benjamin D. Smith, The University of Texas MD Anderson Cancer Center, Houston, TX; and I-Wen Pan and Ya-Chen Tina Shih, The University of Chicago, Chicago, IL
| | - Diane D. Liu
- Jeffrey M. Albert, Diane D. Liu, Yu Shen, Karen E. Hoffman, Thomas A. Buchholz, Sharon H. Giordano, and Benjamin D. Smith, The University of Texas MD Anderson Cancer Center, Houston, TX; and I-Wen Pan and Ya-Chen Tina Shih, The University of Chicago, Chicago, IL
| | - Yu Shen
- Jeffrey M. Albert, Diane D. Liu, Yu Shen, Karen E. Hoffman, Thomas A. Buchholz, Sharon H. Giordano, and Benjamin D. Smith, The University of Texas MD Anderson Cancer Center, Houston, TX; and I-Wen Pan and Ya-Chen Tina Shih, The University of Chicago, Chicago, IL
| | - I-Wen Pan
- Jeffrey M. Albert, Diane D. Liu, Yu Shen, Karen E. Hoffman, Thomas A. Buchholz, Sharon H. Giordano, and Benjamin D. Smith, The University of Texas MD Anderson Cancer Center, Houston, TX; and I-Wen Pan and Ya-Chen Tina Shih, The University of Chicago, Chicago, IL
| | - Ya-Chen Tina Shih
- Jeffrey M. Albert, Diane D. Liu, Yu Shen, Karen E. Hoffman, Thomas A. Buchholz, Sharon H. Giordano, and Benjamin D. Smith, The University of Texas MD Anderson Cancer Center, Houston, TX; and I-Wen Pan and Ya-Chen Tina Shih, The University of Chicago, Chicago, IL
| | - Karen E. Hoffman
- Jeffrey M. Albert, Diane D. Liu, Yu Shen, Karen E. Hoffman, Thomas A. Buchholz, Sharon H. Giordano, and Benjamin D. Smith, The University of Texas MD Anderson Cancer Center, Houston, TX; and I-Wen Pan and Ya-Chen Tina Shih, The University of Chicago, Chicago, IL
| | - Thomas A. Buchholz
- Jeffrey M. Albert, Diane D. Liu, Yu Shen, Karen E. Hoffman, Thomas A. Buchholz, Sharon H. Giordano, and Benjamin D. Smith, The University of Texas MD Anderson Cancer Center, Houston, TX; and I-Wen Pan and Ya-Chen Tina Shih, The University of Chicago, Chicago, IL
| | - Sharon H. Giordano
- Jeffrey M. Albert, Diane D. Liu, Yu Shen, Karen E. Hoffman, Thomas A. Buchholz, Sharon H. Giordano, and Benjamin D. Smith, The University of Texas MD Anderson Cancer Center, Houston, TX; and I-Wen Pan and Ya-Chen Tina Shih, The University of Chicago, Chicago, IL
| | - Benjamin D. Smith
- Jeffrey M. Albert, Diane D. Liu, Yu Shen, Karen E. Hoffman, Thomas A. Buchholz, Sharon H. Giordano, and Benjamin D. Smith, The University of Texas MD Anderson Cancer Center, Houston, TX; and I-Wen Pan and Ya-Chen Tina Shih, The University of Chicago, Chicago, IL
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Wazer DE. Measuring the Value of Radiotherapy in Older Women With Breast Cancer. J Clin Oncol 2012; 30:2809-11. [DOI: 10.1200/jco.2012.42.7245] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- David E. Wazer
- Tufts Medical Center, Tufts University School of Medicine, Boston, MA; and Rhode Island Hospital, Alpert Medical School of Brown University, Providence, RI
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223
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Van Zee KJ, Patil S. Validation of a nomogram for predicting risk of local recurrence for ductal carcinoma in situ. J Clin Oncol 2012; 30:3143-4; author reply 3144-5. [PMID: 22826276 DOI: 10.1200/jco.2012.43.9067] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Abstract
Ductal carcinoma in situ (DCIS) of the breast represents a complex, heterogeneous pathologic condition in which malignant epithelial cells are confined within the ducts of the breast without evidence of invasion. The increased use of screening mammography has led to a significant shift in the diagnosis of DCIS, accounting for approximately 27% of all newly diagnosed cases of breast cancer in 2011, with an overall increase in incidence. As the incidence of DCIS increases, the treatment options continue to evolve. Consistent pathologic evaluation is crucial in optimizing treatment recommendations. Surgical treatment options include breast-conserving surgery (BCS) and mastectomy. Postoperative radiation therapy in combination with breast-conserving surgery is considered the standard of care with demonstrated decrease in local recurrence with the addition of radiation therapy. The role of endocrine therapy is currently being evaluated. The optimization of diagnostic imaging, treatment with regard to pathological risk assessment, and the role of partial breast irradiation continue to evolve.
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225
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Long-Term Outcome in Patients With Ductal Carcinoma In Situ Treated With Breast-Conserving Therapy: Implications for Optimal Follow-up Strategies. Int J Radiat Oncol Biol Phys 2012; 83:e305-12. [DOI: 10.1016/j.ijrobp.2011.12.092] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2011] [Revised: 12/28/2011] [Accepted: 12/29/2011] [Indexed: 11/19/2022]
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Memorial sloan-kettering cancer center: two decades of experience with ductal carcinoma in situ of the breast. Int J Surg Oncol 2012; 2012:723916. [PMID: 22685640 PMCID: PMC3366206 DOI: 10.1155/2012/723916] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2012] [Accepted: 02/13/2012] [Indexed: 12/20/2022] Open
Abstract
Researchers at Memorial Sloan-Kettering Cancer Center have investigated many aspects of their experience with ductal carcinoma in situ of the breast over the past 20 years. This paper summarizes the most clinically relevant findings.
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227
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Romestaing P. Cancers canalaires in situ de moins de 5mm : pas de radiothérapie postopératoire. ACTA ACUST UNITED AC 2012; 40:387-9. [DOI: 10.1016/j.gyobfe.2012.04.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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228
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Alvarado R, Lari SA, Roses RE, Smith BD, Yang W, Mittendorf EA, Arun BK, Lucci A, Babiera GV, Wagner JL, Caudle AS, Meric-Bernstam F, Hwang RF, Bedrosian I, Hunt KK, Kuerer HM. Biology, treatment, and outcome in very young and older women with DCIS. Ann Surg Oncol 2012; 19:3777-84. [PMID: 22622473 DOI: 10.1245/s10434-012-2413-4] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2012] [Indexed: 01/02/2023]
Abstract
BACKGROUND This study examines a modern cohort of women with ductal carcinoma-in-situ (DCIS) in order to identify potential differences in clinical presentation, treatments, and outcome based on age. METHODS From 1996 to 2009, a total of 2037 patients with pure DCIS were treated. Clinical presentation, pathologic factors, type of surgery and adjuvant therapy, and local recurrence rates among age groups were compared and analyzed. Median follow-up was 5.2 years. RESULTS There were 132 patients (6.5 %) aged <40, 1,690 (83 %) aged 40-70, and 215 (10.5 %) aged >70. Younger patients (<40) were significantly more likely to have a family history of breast cancer, present with clinical symptoms, undergo mastectomy with immediate reconstruction, and have a contralateral prophylactic mastectomy (P < 0.05). Older patients (>70) were significantly less likely to use adjuvant radiotherapy and tamoxifen (P < 0.05). No significant differences were found in DCIS size, estrogen receptor status, necrosis, or contralateral breast cancer based on age. Among women <40, 29.3 % had evidence of multicentric disease versus 17.7 and 13.3 % in the women aged 40-70 and those >70, respectively (P = 0.004). On multivariate analysis, younger age (<40), larger-size DCIS (≥1.5 cm), and no use of radiotherapy were significant independent predictors of locoregional recurrence. The 5 year rates of local recurrence were 10.1 % in women <40 compared with 3.2 % in older women (P = 0.005). CONCLUSIONS Younger patients with DCIS more often have multicentric disease, present with clinical findings, and opt for or require mastectomy with immediate reconstruction. Conservative surgery is only appropriate for younger patients if adjuvant radiotherapy is delivered.
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Affiliation(s)
- Rosalinda Alvarado
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Orsaria P, Granai AV, Venditti D, Petrella G, Buonomo O. Investigational Paradigms in Downscoring and Upscoring DCIS: Surgical Management Review. Int J Surg Oncol 2012; 2012:560493. [PMID: 22666571 PMCID: PMC3362033 DOI: 10.1155/2012/560493] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2012] [Accepted: 03/14/2012] [Indexed: 11/21/2022] Open
Abstract
Counseling patients with DCIS in a rational manner can be extremely difficult when the range of treatment criteria results in diverse and confusing clinical recommendations. Surgeons need tools that quantify measurable prognostic factors to be used in conjunction with clinical experience for the complex decision-making process. Combination of statistically significant tumor recurrence predictors and lesion parameters obtained after initial excision suggests that patients with DCIS can be stratified into specific subsets allowing a scientifically based discussion. The goal is to choose the treatment regimen that will significantly benefit each patient group without subjecting the patients to unnecessary risks. Exploring the effectiveness of complete excision may offer a starting place in a new way of reasoning and conceiving surgical modalities in terms of "downscoring" or "upscoring" patient risk, perhaps changing clinical approach. Reexcison may lower the specific subsets' score and improve local recurrence-free survival also by revealing a larger tumor size, a higher nuclear grade, or an involved margin and so suggesting the best management. It seems, that the key could be identifying significant relapse predictive factors, according to validated risk investigation models, whose value is modifiable by the surgical approach which avails of different diagnostic and therapeutic potentials to be optimal. Certainly DCIS clinical question cannot have a single curative mode due to heterogeneity of pathological lesions and histologic classification.
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Affiliation(s)
- P. Orsaria
- Division of Surgical Oncology, Department of Surgery, Tor Vergata University Hospital, 00133 Rome, Italy
| | - A. V. Granai
- Division of Surgical Oncology, Department of Surgery, Tor Vergata University Hospital, 00133 Rome, Italy
| | - D. Venditti
- Division of Surgical Oncology, Department of Surgery, Tor Vergata University Hospital, 00133 Rome, Italy
| | - G. Petrella
- Division of Surgical Oncology, Department of Surgery, Tor Vergata University Hospital, 00133 Rome, Italy
| | - O. Buonomo
- Division of Surgical Oncology, Department of Surgery, Tor Vergata University Hospital, 00133 Rome, Italy
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230
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Morrow M, Katz SJ. Margins in ductal carcinoma in situ: is bigger really better? J Natl Cancer Inst 2012; 104:494-5. [PMID: 22440679 DOI: 10.1093/jnci/djs165] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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231
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Solin LJ. Selecting Individualized Treatment for Patients With Ductal Carcinoma in Situ of the Breast: The Search Continues. J Clin Oncol 2012; 30:577-9. [DOI: 10.1200/jco.2011.39.6929] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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232
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Punglia RS, Burstein HJ, Weeks JC. Radiation therapy for ductal carcinoma in situ: a decision analysis. Cancer 2012; 118:603-11. [PMID: 21720992 PMCID: PMC3189439 DOI: 10.1002/cncr.26293] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2011] [Revised: 04/05/2011] [Accepted: 04/25/2011] [Indexed: 11/10/2022]
Abstract
BACKGROUND The benefit of adding radiation therapy after excision of ductal carcinoma in situ (DCIS) is widely debated. Randomized clinical trials are underpowered to delineate long-term outcomes after radiation. METHODS The authors of this report constructed a Markov decision model to simulate the clinical course of DCIS in a woman aged 60 years who received treatment with either of 2 breast-conserving strategies: excision alone or excision plus radiation therapy. Sensitivity analyses were used to study the influence of risk of local recurrence, likelihood of invasive disease at recurrence, surgical choice at recurrence, and patient age at diagnosis on treatment outcomes. RESULTS The addition of radiation therapy was associated with slight improvements in invasive disease-free and overall survival. However, radiation therapy decreased the chance of having both breasts intact over a patient's lifetime. Radiation therapy improved survival by 2.1 months for women who were diagnosed with DCIS at age 60 years but decreased the chance of having both breasts by 8.6% relative to excision alone. The differences in outcomes between the treatment strategies became smaller with increasing age at diagnosis. Sensitivity analyses revealed a greater benefit for radiation with an increased likelihood of invasive recurrence. The decrement in breast preservation with radiation therapy was mitigated by an increased likelihood of mastectomy at the time of recurrence or new breast cancer diagnosis. CONCLUSIONS The current analysis quantified the benefits of radiation after excision of DCIS but also revealed that radiation therapy may increase the likelihood of eventual mastectomy. Therefore, the authors concluded that patient age and preferences should be considered when making the decision to add or forgo radiation for DCIS.
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MESH Headings
- Aged
- Breast Neoplasms/mortality
- Breast Neoplasms/radiotherapy
- Breast Neoplasms/surgery
- Carcinoma, Ductal, Breast/mortality
- Carcinoma, Ductal, Breast/radiotherapy
- Carcinoma, Ductal, Breast/surgery
- Carcinoma, Intraductal, Noninfiltrating/mortality
- Carcinoma, Intraductal, Noninfiltrating/radiotherapy
- Carcinoma, Intraductal, Noninfiltrating/surgery
- Combined Modality Therapy
- Decision Support Techniques
- Disease-Free Survival
- Female
- Follow-Up Studies
- Humans
- Markov Chains
- Mastectomy
- Middle Aged
- Neoplasm Recurrence, Local/mortality
- Neoplasm Recurrence, Local/radiotherapy
- Neoplasm Recurrence, Local/surgery
- Radiotherapy, Adjuvant
- Survival Rate
- Treatment Outcome
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Affiliation(s)
- Rinaa S Punglia
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA.
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233
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Yi M, Meric-Bernstam F, Kuerer HM, Mittendorf EA, Bedrosian I, Lucci A, Hwang RF, Crow JR, Luo S, Hunt KK. Evaluation of a breast cancer nomogram for predicting risk of ipsilateral breast tumor recurrences in patients with ductal carcinoma in situ after local excision. J Clin Oncol 2012; 30:600-7. [PMID: 22253459 DOI: 10.1200/jco.2011.36.4976] [Citation(s) in RCA: 101] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
PURPOSE Prediction of patients at highest risk for ipsilateral breast tumor recurrence (IBTR) after local excision of ductal carcinoma in situ (DCIS) remains a clinical concern. The aim of our study was to evaluate a published nomogram from Memorial Sloan-Kettering Cancer Center to predict for risk of IBTR in patients with DCIS from our institution. PATIENTS AND METHODS We retrospectively identified 794 patients with a diagnosis of DCIS who had undergone local excision from 1990 through 2007 at the MD Anderson Cancer Center (MDACC). Clinicopathologic factors and the performance of the Memorial Sloan-Kettering Cancer Center nomogram for prediction of IBTR were assessed for 734 patients who had complete data. RESULTS There was a marked difference with respect to tumor grade, prevalence of necrosis, initial presentation, final margins, and receipt of endocrine therapy between the two cohorts. The biggest difference was that more patients received radiation in the MDACC cohort (75% at MDACC v 49% at MSKCC; P < .001). Follow-up time in the MDACC cohort was longer than in the MSKCC cohort (median 7.1 years v 5.6 years), and the recurrence rate was lower in the MDACC cohort (7.9% v 11%). The median 5-year probability of recurrence was 5%, and the median 10-year probability of recurrence was 7%. The nomogram for prediction of 5- and 10-year IBTR probabilities demonstrated imperfect calibration and discrimination, with a concordance index of 0.63. CONCLUSION Predictive models for IBTR in patients with DCIS who were treated with local excision are imperfect. Our current ability to accurately predict recurrence on the basis of clinical parameters alone is limited.
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Affiliation(s)
- Min Yi
- Department of Surgical Oncology, Unit 1484, The University of Texas MD Anderson Cancer Center, 1400 Pressler St, Houston, TX 77030, USA
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Nomogram to predict ipsilateral breast relapse based on pathology review from the EORTC 22881-10882 boost versus no boost trial. Radiother Oncol 2011; 100:101-7. [PMID: 21821304 DOI: 10.1016/j.radonc.2011.07.004] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2011] [Revised: 07/07/2011] [Accepted: 07/07/2011] [Indexed: 11/23/2022]
Abstract
BACKGROUND AND PURPOSE The EORTC 22881-10882 trial showed that for patients treated with breast conserving therapy (BCT), a 16Gy boost dose significantly improved local control, but increased the risk of breast fibrosis. A model to estimate the risk of ipsilateral breast relapse (IBR) already exists, but now a model has been developed which takes boost treatment into account and is based on centrally reviewed pathology. MATERIALS AND METHODS A Cox model was developed based on central pathology review data and clinical data of 1603 patients from the EORTC 22881-10882 trial with a median follow-up of 11.5years. From a predefined set of variables, predictors with a maximal effect on 10-year IBR rate >4% were retained in the model. Bootstrap re-sampling was used to assess model calibration and discrimination. The results are presented in the form of a nomogram. RESULTS Apart from young age and no boost, presence of DCIS adjacent to the invasive tumor was associated with increased risk of IBR (HR 1.96, p=0.001). Patients with high grade invasive tumors were younger than patients with low/intermediate grade (p<0.0001). The nomogram includes histologic grade, DCIS, tumor diameter, age, tamoxifen, chemotherapy, and boost with a concordance probability estimate of 0.68. CONCLUSIONS The nomogram for predicting IBR 10years after BCT includes seven factors, with young age, presence of DCIS and boost treatment as the most dominant factors. The nomogram estimates IBR and confirms the importance of a boost dose. Combined with a model to predict fibrosis published previously, the nomogram presented here may assist in decision making for individual patients.
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235
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Ipsilateral Breast Tumor Recurrence After Breast-Conserving Surgery for Ductal Carcinoma in Situ. Ann Surg 2011. [DOI: 10.1097/sla.0b013e31821c7da4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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236
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Wang SY, Shamliyan T, Virnig BA, Kane R. Tumor characteristics as predictors of local recurrence after treatment of ductal carcinoma in situ: a meta-analysis. Breast Cancer Res Treat 2011; 127:1-14. [PMID: 21327465 DOI: 10.1007/s10549-011-1387-4] [Citation(s) in RCA: 117] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2010] [Accepted: 02/01/2011] [Indexed: 12/18/2022]
Abstract
While ductal carcinoma in situ (DCIS) is seldom life threatening, the management of DCIS remains a dilemma for patients and their physicians. Aggressive treatment reduces the risk of ipsilateral breast tumor recurrence (IBTR), but has never been proven to improve survival. There is interest in identifying the prognostic factors for determining low-risk DCIS patients, but a comprehensive review of high-quality evidence on tumor characteristics in predicting local recurrence has never been carried out. We examined the following tumor characteristics: biomarkers, comedonecrosis, focality, surgical margin, method of detection, tumor grade, and tumor size. For this systematic review we restricted the analyses to the results of subgroup analyses from randomized controlled trials (RCTs) and multivariate analyses from RCTs and observational studies. We identified 44 eligible articles. The pooled random-effects risk estimates for IBTR are comedonecrosis 1.71(95% CI, 1.36-2.16), focality 1.95(95% CI, 1.59-2.40), margin 2.25(95% CI, 1.77-2.86), method of detection 1.35(95% CI, 1.12-1.62), tumor grade 1.81(95% CI, 1.53-2.13), and tumor size 1.63(95% CI, 1.30-2.06). Limited evidence indicated that women whose DCIS is ER-negative, PR-negative, or HER2/neu receptor positive have an IBTR higher than those whose DCIS is ER-positive, PR-positive, and HER2/neu receptor negative. A variety of tumor characteristics are significant predictors for IBTR. These results are important for both clinicians and patients to interpret the risk of local recurrence and to decide on a course of treatment.
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Affiliation(s)
- Shi-Yi Wang
- Department of Health Policy and Management, University of Minnesota School of Public Health, 420 Delaware Street S.E. MMC 729, Minneapolis, MN 55455, USA.
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Ballehaninna UK, Chamberlain RS. Inclusion of Tumor Biology Molecular Markers to Improve the Ductal Carcinoma In Situ Ipsilateral Breast Tumor Recurrence Nomogram Predictability. J Clin Oncol 2011; 29:e97-8; author reply e99. [DOI: 10.1200/jco.2010.32.6850] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Van Zee KJ, Rudloff U. Reply to U.K. Ballehaninna et al. J Clin Oncol 2011. [DOI: 10.1200/jco.2010.32.7627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | - Udo Rudloff
- Memorial Sloan-Kettering Cancer Center, New York, NY
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Affiliation(s)
| | - Udo Rudloff
- Memorial Sloan-Kettering Cancer Center, New York, NY
| | - Edi Brogi
- Memorial Sloan-Kettering Cancer Center, New York, NY
| | - Sujata Patil
- Memorial Sloan-Kettering Cancer Center, New York, NY
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240
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Mazouni C, Delaloge S, Rimareix F, Garbay JR. Nomogram for risk of relapse after breast-conserving surgery in ductal carcinoma in situ. J Clin Oncol 2010; 29:e44; author reply e45-6. [PMID: 21135281 DOI: 10.1200/jco.2010.32.3717] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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241
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Scaranelo AM, Lord B, Eiada R, Hofer SO. Imaging approaches and findings in the reconstructed breast: a pictorial essay. Can Assoc Radiol J 2010; 62:60-72. [PMID: 21067890 DOI: 10.1016/j.carj.2010.09.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2010] [Revised: 09/15/2010] [Accepted: 09/16/2010] [Indexed: 11/17/2022] Open
Abstract
Advances in breast imaging over the last 15 years have improved early breast cancer detection and management. After treatment for breast cancer, many women choose to have reconstructive surgery. In addition, with the availability of widespread genetic screening for breast cancer, an increasing number of women are choosing prophylactic mastectomies and subsequent breast reconstruction. The purpose of this pictorial essay is to present the spectrum of imaging findings in the reconstructed breast.
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Affiliation(s)
- Anabel M Scaranelo
- Breast Imaging Division, Joint Department of Medical Imaging, University of Health Network Mount Sinai Hospital and Women's College Hospital, University of Toronto, Toronto, Ontario, Canada.
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