1
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Liu W, Liu D, Zhang Z. Evaluating prognostic biomarkers for survival outcomes subject to informative censoring. Stat Methods Med Res 2024; 33:1342-1354. [PMID: 38841774 DOI: 10.1177/09622802241259170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2024]
Abstract
Prognostic biomarkers for survival outcomes are widely used in clinical research and practice. Such biomarkers are often evaluated using a C-index as well as quantities based on time-dependent receiver operating characteristic curves. Existing methods for their evaluation generally assume that censoring is uninformative in the sense that the censoring time is independent of the failure time with or without conditioning on the biomarker under evaluation. With focus on the C-index and the area under a particular receiver operating characteristic curve, we describe and compare three estimation methods that account for informative censoring based on observed baseline covariates. Two of them are straightforward extensions of existing plug-in and inverse probability weighting methods for uninformative censoring. By appealing to semiparametric theory, we also develop a doubly robust, locally efficient method that is more robust than the plug-in and inverse probability weighting methods and typically more efficient than the inverse probability weighting method. The methods are evaluated and compared in a simulation study, and applied to real data from studies of breast cancer and heart failure.
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Affiliation(s)
- Wei Liu
- School of Management, Harbin Institute of Technology, Harbin, China
| | - Danping Liu
- Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Zhiwei Zhang
- Biostatistics Innovation Group, Gilead Sciences Inc, Foster City, CA, USA
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2
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Zhan D, Zheng N, Zhao B, Cheng F, Tang Q, Liu X, Wang J, Wang Y, Liua H, Li X, Su J, Zhong X, Bu Q, Cheng Y, Wang Y, Qin J. Expanding individualized therapeutic options via genoproteomics. Cancer Lett 2023; 560:216123. [PMID: 36907503 DOI: 10.1016/j.canlet.2023.216123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 03/08/2023] [Accepted: 03/09/2023] [Indexed: 03/13/2023]
Abstract
Clinical next-generation sequencing (NGS)2 tests have enabled treatment recommendations for cancer patients with driver gene mutations. Targeted therapy options for patients without driver gene mutations are currently unavailable. Herein, we performed NGS and proteomics tests on 169 formalin-fixed paraffin-embedded (FFPE)3 samples of non-small cell lung cancers (NSCLC, 65),4 colorectal cancers (CRC, 61),5 thyroid carcinomas (THCA, 14),6 gastric cancers (GC, 2),7 gastrointestinal stromal tumors (GIST, 11),8 and malignant melanomas (MM, 6).9 Of the 169 samples, NGS detected 14 actionable mutated genes in 73 samples, providing treatment options for 43% of the patients. Proteomics identified 61 actionable clinical drug targets approved by the FDA or undergoing clinical trials in 122 samples, providing treatment options for 72% of the patients. In vivo experiments demonstrated that the Mitogen-Activated Protein Kinase (MEK)10 inhibitor induced the overexpression of MEK1 (Map2k1) to block lung tumor growth in mice. Therefore, protein overexpression is a potentially feasible indicator for guiding targeted therapies. Collectively, our analysis suggests that combining NGS and proteomics (genoproteomics) could expand the targeted treatment options to 85% of cancer patients.
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Affiliation(s)
- Dongdong Zhan
- KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; Beijing Pineal Diagnostics Co., Ltd., Beijing, 102206, China
| | - Nairen Zheng
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China
| | - Beibei Zhao
- KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; KingMed College of Laboratory Medical of Guangzhou Medical University, Guangzhou, 510005, China
| | - Fang Cheng
- KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; Beijing Pineal Diagnostics Co., Ltd., Beijing, 102206, China
| | - Qi Tang
- KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; KingMed College of Laboratory Medical of Guangzhou Medical University, Guangzhou, 510005, China
| | - Xiangqian Liu
- KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; KingMed College of Laboratory Medical of Guangzhou Medical University, Guangzhou, 510005, China
| | - Juanfei Wang
- KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; KingMed College of Laboratory Medical of Guangzhou Medical University, Guangzhou, 510005, China
| | - Yushen Wang
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China
| | - Haibo Liua
- KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; Beijing Pineal Diagnostics Co., Ltd., Beijing, 102206, China
| | - Xinliang Li
- KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; Beijing Pineal Diagnostics Co., Ltd., Beijing, 102206, China
| | - Juming Su
- KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; KingMed College of Laboratory Medical of Guangzhou Medical University, Guangzhou, 510005, China
| | - Xuejun Zhong
- KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; KingMed College of Laboratory Medical of Guangzhou Medical University, Guangzhou, 510005, China
| | - Qing Bu
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Yating Cheng
- KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; KingMed College of Laboratory Medical of Guangzhou Medical University, Guangzhou, 510005, China.
| | - Yi Wang
- KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China.
| | - Jun Qin
- KingMed-Pineal Joint Innovation Laboratory of Clinical Proteomics, Guangzhou KingMed Center for Clinical Laboratory Co., Ltd., Guangzhou, 510009, China; State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China; State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Fudan University, Shanghai, 200433, China.
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3
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Singer CF, Holst F, Steurer S, Burandt EC, Lax SF, Jakesz R, Rudas M, Stöger H, Greil R, Sauter G, Filipits M, Simon R, Gnant M. Estrogen Receptor Alpha Gene Amplification Is an Independent Predictor of Long-Term Outcome in Postmenopausal Patients with Endocrine-Responsive Early Breast Cancer. Clin Cancer Res 2022; 28:4112-4120. [PMID: 35920686 PMCID: PMC9475247 DOI: 10.1158/1078-0432.ccr-21-4328] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 03/07/2022] [Accepted: 07/08/2022] [Indexed: 01/07/2023]
Abstract
PURPOSE Estrogen receptor (ER) expression is a prognostic parameter in breast cancer, and a prerequisite for the use of endocrine therapy. In ER+ early breast cancer, however, no receptor-associated biomarker exists that identifies patients with a particularly favorable outcome. We have investigated the value of ESR1 amplification in predicting the long-term clinical outcome in tamoxifen-treated postmenopausal women with endocrine-responsive breast cancer. EXPERIMENTAL DESIGN 394 patients who had been randomized into the tamoxifen-only arm of the prospective randomized ABCSG-06 trial of adjuvant endocrine therapy with available formalin-fixed, paraffin-embedded tumor tissue were included in this analysis. IHC ERα expression was evaluated both locally and in a central lab using the Allred score, while ESR1 gene amplification was evaluated by FISH analysis using the ESR1/CEP6 ratio indicating focal copy number alterations. RESULTS Focal ESR1 copy-number elevations (amplifications) were detected in 187 of 394 (47%) tumor specimens, and were associated with a favorable outcome: After a median follow-up of 10 years, women with intratumoral focal ESR1 amplification had a significantly longer distant recurrence-free survival [adjusted HR, 0.48; 95% confidence interval (CI), 0.26-0.91; P = 0.02] and breast cancer-specific survival (adjusted HR 0.47; 95% CI, 0.27-0.80; P = 0.01) as compared with women without ESR1 amplification. IHC ERα protein expression, evaluated by Allred score, correlated significantly with focal ESR1 amplification (P < 0.0001; χ2 test), but was not prognostic by itself. CONCLUSIONS Focal ESR1 amplification is an independent and powerful predictor for long-term distant recurrence-free and breast cancer-specific survival in postmenopausal women with endocrine-responsive early-stage breast cancer who received tamoxifen for 5 years.
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Affiliation(s)
- Christian F. Singer
- Department of OB/GYN, Medical University of Vienna, Vienna, Austria.,Corresponding Author: Christian F. Singer, Medical University of Vienna, AKH Wien, Waehringer Guertel 18-20, Vienna 1090, Austria. Phone: 4314-0400-28010, Fax: 4314-0400-23230; E-mail:
| | | | - Frederik Holst
- Department of OB/GYN, Medical University of Vienna, Vienna, Austria.,Department of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Stefan Steurer
- Department of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Eike C. Burandt
- Department of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Sigurd F. Lax
- Department of Pathology, Medical University of Graz, Graz, Austria.,Hospital Graz II, Graz, Austria.,Johannes Kepler University, School of Medicine, Graz, Austria
| | - Raimund Jakesz
- Department of Surgery, Medical University of Vienna, Vienna, Austria
| | - Margaretha Rudas
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | - Herbert Stöger
- Department of Medicine, Medical University of Graz, Graz, Austria
| | - Richard Greil
- Salzburg Cancer Research Institute - Center for Clinical and Immunology Trials and Cancer Cluster Salzburg; IIIrd Medical Department, Paracelsus Medical University Salzburg, Salzburg, Austria
| | | | - Guido Sauter
- Department of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Martin Filipits
- Center for Cancer Research, Medical University of Vienna, Vienna, Austria
| | | | - Ronald Simon
- Department of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Michael Gnant
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
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4
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Zhao X, Yang X, Fu L, Yu K. Associations of Estrogen Receptor, Progesterone Receptor, Human Epidemic Growth Factor Receptor-2 and Ki-67 with Ultrasound Signs and Prognosis of Breast Cancer Patients. Cancer Manag Res 2021; 13:4579-4586. [PMID: 34135634 PMCID: PMC8200160 DOI: 10.2147/cmar.s276422] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 05/10/2021] [Indexed: 01/05/2023] Open
Abstract
Objective The functions of estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor 2 (HER2) and Ki-67 in breast cancer have been explored. This study was carried out to explore ER, PR, HER-2 and Ki-67 expression levels in breast cancer patients and their relationship with ultrasound signs and prognosis. Patients and Methods A total of 274 female primary breast cancer patients received preoperative ultrasound examination. ER, PR, HER-2 and Ki-67 expression levels in breast cancer tissues were detected by immunohistochemical staining after surgery. The correlations of ER, PR, HER-2 and Ki-67 expression with ultrasound signs and prognosis of breast cancer patients were analyzed. Results The positive expression rate of ER, PR and HER-2 and Ki-67 high expression in 274 breast cancer patients was 73.36% (201/274), 59.85% (164/274), 24.09% (66/274) and 66.06% (181/274), respectively. ER-positive expression had association with lymph node metastasis (LNM) and blood flow grading; HER-2-positive expression was associated with LNM, while Ki-67-positive expression was related to the tumor diameter, LNM, and blood flow grading. LNM and Ki-67 high expression were risk factors for OS; PR-positive was a protective factor for OS; TNM stage, tumor diameter, LNM and Ki-67 high expression were risk factors for DFS in breast cancer patients. Conclusion ER, PR, HER-2 and Ki-67 in breast cancer are related to the ultrasound signs and prognosis of breast cancer patients. The joint detection of multiple indicators provides a reference for the individualized treatment of targeted drugs.
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Affiliation(s)
- Xingjuan Zhao
- Department of Mammary Gland, Shanxi People's Hospital, Taiyuan City, Shanxi Province, 030000, People's Republic of China
| | - Xuan Yang
- Department of Mammary Gland, Shanxi People's Hospital, Taiyuan City, Shanxi Province, 030000, People's Republic of China
| | - Lei Fu
- Department of Surgery, Shanxi Provincial General Team Hospital of the Chinese People's Armed Police Force, Taiyuan City, Shanxi Province, 030000, People's Republic of China
| | - Keda Yu
- Department of Mammary Gland, Fudan University Cancer Hospital, Taiyuan City, Shanxi Province, 030000, People's Republic of China
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5
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Leone JP, Cole BF, Regan MM, Thürlimann B, Coates AS, Rabaglio M, Giobbie-Hurder A, Gelber RD, Ejlertsen B, Harvey VJ, Neven P, Láng I, Bonnefoi H, Wardley A, Goldhirsch A, Di Leo A, Colleoni M, Vaz-Luis I, Lin NU. Clinical behavior of recurrent hormone receptor-positive breast cancer by adjuvant endocrine therapy within the Breast International Group 1-98 clinical trial. Cancer 2020; 127:700-708. [PMID: 33290610 DOI: 10.1002/cncr.33318] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 10/08/2020] [Accepted: 10/13/2020] [Indexed: 11/08/2022]
Abstract
BACKGROUND Endocrine therapy resistance is a major cause of distant recurrence (DR) in hormone receptor-positive breast cancer. This study evaluated differences in survival after DR in patients treated with different adjuvant endocrine therapy regimens in the Breast International Group (BIG) 1-98 trial. METHODS BIG 1-98 compared 5 years of adjuvant treatment among 4 arms: tamoxifen (T), letrozole (L), tamoxifen followed by letrozole (TL), and letrozole followed by tamoxifen (LT). After a median follow-up of 8.1 years, 911 of 8010 patients (T, 302; L, 285; TL, 170; and LT, 154) had DR as the site of first recurrence. Univariate and multivariate Cox analyses were performed to determine features associated with post-DR survival. RESULTS The median follow-up time after DR was 59 months (interquartile range, 29-88 months). Among all patients with DR, 38.1% were 65 years old or older at enrollment, 61.9% had tumors larger than 2 cm, and 69.7% were node positive. Neoadjuvant or adjuvant chemotherapy was administered to 35.6% of the patients. There was no difference in post-DR survival by treatment arm (median survival, 20.8 months for T, 17.9 months for L, 17.3 months for TL, and 20.8 months for LT; P = .21). In multivariate analysis, older patients (hazard ratio [HR], 1.35; 95% confidence interval [CI], 1.15-1.59) and patients with tumors larger than 2 cm (HR, 1.19; 95% CI, 1.00-1.41), 4 or more positive nodes (HR, 1.31; 95% CI, 1.05-1.64), progesterone receptor (PR)-negative tumors (HR, 1.25; 95% CI, 1.02-1.52), or shorter disease-free survival (DFS) had significantly worse post-DR survival. CONCLUSIONS Treatment with adjuvant T, L, or their sequences was not associated with differences in survival after DR. Significant differences in survival were observed by age, primary tumor size, nodal and PR status, and DFS, and this suggests that traditional baseline high-risk features remain prognostic in the metastatic setting.
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Affiliation(s)
- Jose P Leone
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Bernard F Cole
- Department of Mathematics and Statistics, University of Vermont, Burlington, Vermont
| | - Meredith M Regan
- International Breast Cancer Study Group Statistical Center, Division of Biostatistics, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Beat Thürlimann
- Kantonsspital St. Gallen, St. Gallen, Switzerland.,International Breast Cancer Study Group and Swiss Group for Clinical Cancer Research, Bern, Switzerland
| | - Alan S Coates
- International Breast Cancer Study Group and University of Sydney, Sydney, New South Wales, Australia
| | - Manuela Rabaglio
- International Breast Cancer Study Group Coordinating Center, Bern, Switzerland.,Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.,Swiss Group for Clinical Cancer Research, Bern, Switzerland
| | - Anita Giobbie-Hurder
- Division of Biostatistics, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Richard D Gelber
- Division of Biostatistics, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Bent Ejlertsen
- Department of Oncology, Centre for Cancer and Organ Diseases, University of Copenhagen, Copenhagen, Denmark
| | - Vernon J Harvey
- Regional Cancer and Blood Service, Auckland City Hospital, Auckland, New Zealand
| | - Patrick Neven
- Department of Oncology, Universitair Ziekenhuis Leuven, Leuven, Belgium
| | - Istvan Láng
- Oncology Clinic, Istenhegyi Géndiagnosztika Private Health Center, Budapest, Hungary
| | - Herve Bonnefoi
- Department of Medical Oncology, Bergonié Institute, Bordeaux, France
| | - Andrew Wardley
- National Institute for Health Research Manchester Clinical Research Facility at the Christie National Health Service Foundation Trust, Manchester Academic Health Science Centre and Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology Medicine and Health, University of Manchester, Manchester, United Kingdom
| | - Aron Goldhirsch
- International Breast Cancer Study Group and Swiss Group for Clinical Cancer Research, Bern, Switzerland.,European Institute of Oncology, IRCCS, Milan, Italy
| | | | | | - Ines Vaz-Luis
- National Institute of Health and Medical Research Unit 981, Gustave Roussy Institute, Villejuif, France
| | - Nancy U Lin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
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6
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Hu C, Liu Y, Jiang S, Chen H, Xu H, Hu J, Li C, Xia H. The variable association between expression and methylation of estrogen receptors and the survival of patients with different tumors. Clin Transl Med 2020; 10:e49. [PMID: 32536040 PMCID: PMC7403838 DOI: 10.1002/ctm2.49] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 05/11/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Estrogen receptor (ER) is essential in reproductive development and is also the primary driver of breast cancers. Deregulation of ER may also be involved in tumorigenesis of other organs. To understand the role of ER in different tumor types, pan-cancer analysis of estrogen receptor alpha (ESR1) and estrogen receptor beta (ESR2) in various tumors and association with patients' survival were conducted using The Cancer Genome Atlas (TCGA) data. RESULTS Gene methylation level was evaluated by the mean methylation level of CpG sites in the promoter region. The significant different DNA methylation between tumor and healthy tissues was shown in 10 tumor types for ESR1 and eight tumor types for ESR2. The methylation pattern was also varied across different TCGA tumors. The pan-cancer analysis showed significantly different mRNA expression of ESR1 in nine tumor types and ESR2 in four tumor types. Survival analysis showed that the effects of ERs expression on survival are diverse in different tumors. The expression of ERs was associated with tumor molecular subtypes and various clinical characteristics. ER correlated genes were mainly enriched in cancer and immune-related pathways. CONCLUSIONS Our pan-cancer analysis data indicated that ERs might be significantly associated with carcinogenesis and progression of some tumors, which may be potential therapeutic targets and prognosis biomarkers.
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Affiliation(s)
- Chao Hu
- State Key Laboratory of Reproductive Medicine & Department of Pathology in the School of Basic Medical Sciences & The Affiliated Sir Run Run Hospital & Key Laboratory of Antibody Technique of National Health CommissionNanjing Medical UniversityNanjingChina
| | - Yinhua Liu
- Department of PathologyThe First Affiliated Yijishan Hospital of Wannan Medical College & Key Laboratory of Non‐coding RNA Transformation Research of Anhui Higher Education InstitutesWannan Medical CollegeWuhuChina
| | - Shan Jiang
- Department of OncologyThe First Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Hongjin Chen
- State Key Laboratory of Reproductive Medicine & Department of Pathology in the School of Basic Medical Sciences & The Affiliated Sir Run Run Hospital & Key Laboratory of Antibody Technique of National Health CommissionNanjing Medical UniversityNanjingChina
| | - Haojun Xu
- State Key Laboratory of Reproductive Medicine & Department of Pathology in the School of Basic Medical Sciences & The Affiliated Sir Run Run Hospital & Key Laboratory of Antibody Technique of National Health CommissionNanjing Medical UniversityNanjingChina
| | - Junhong Hu
- Department of General SurgeryHuaihe Hospital of Henan UniversityKaifengChina
| | - Congzhu Li
- Department of Gynecologic OncologyCancer Hospital of Shantou University Medical CollegeShantouGuangdongChina
| | - Hongping Xia
- State Key Laboratory of Reproductive Medicine & Department of Pathology in the School of Basic Medical Sciences & The Affiliated Sir Run Run Hospital & Key Laboratory of Antibody Technique of National Health CommissionNanjing Medical UniversityNanjingChina
- Department of PathologyThe First Affiliated Yijishan Hospital of Wannan Medical College & Key Laboratory of Non‐coding RNA Transformation Research of Anhui Higher Education InstitutesWannan Medical CollegeWuhuChina
- Department of General SurgeryHuaihe Hospital of Henan UniversityKaifengChina
- Department of Gynecologic OncologyCancer Hospital of Shantou University Medical CollegeShantouGuangdongChina
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7
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Allison KH, Hammond MEH, Dowsett M, McKernin SE, Carey LA, Fitzgibbons PL, Hayes DF, Lakhani SR, Chavez-MacGregor M, Perlmutter J, Perou CM, Regan MM, Rimm DL, Symmans WF, Torlakovic EE, Varella L, Viale G, Weisberg TF, McShane LM, Wolff AC. Estrogen and Progesterone Receptor Testing in Breast Cancer: American Society of Clinical Oncology/College of American Pathologists Guideline Update. Arch Pathol Lab Med 2020; 144:545-563. [PMID: 31928354 DOI: 10.5858/arpa.2019-0904-sa] [Citation(s) in RCA: 211] [Impact Index Per Article: 42.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
PURPOSE.— To update key recommendations of the American Society of Clinical Oncology/College of American Pathologists estrogen receptor (ER) and progesterone receptor (PgR) testing in breast cancer guideline. METHODS.— A multidisciplinary international Expert Panel was convened to update the clinical practice guideline recommendations informed by a systematic review of the medical literature. RECOMMENDATIONS.— The Expert Panel continues to recommend ER testing of invasive breast cancers by validated immunohistochemistry as the standard for predicting which patients may benefit from endocrine therapy, and no other assays are recommended for this purpose. Breast cancer samples with 1% to 100% of tumor nuclei positive should be interpreted as ER positive. However, the Expert Panel acknowledges that there are limited data on endocrine therapy benefit for cancers with 1% to 10% of cells staining ER positive. Samples with these results should be reported using a new reporting category, ER Low Positive, with a recommended comment. A sample is considered ER negative if < 1% or 0% of tumor cell nuclei are immunoreactive. Additional strategies recommended to promote optimal performance, interpretation, and reporting of cases with an initial low to no ER staining result include establishing a laboratory-specific standard operating procedure describing additional steps used by the laboratory to confirm/adjudicate results. The status of controls should be reported for cases with 0% to 10% staining. Similar principles apply to PgR testing, which is used primarily for prognostic purposes in the setting of an ER-positive cancer. Testing of ductal carcinoma in situ (DCIS) for ER is recommended to determine potential benefit of endocrine therapies to reduce risk of future breast cancer, while testing DCIS for PgR is considered optional. Additional information can be found at www.asco.org/breast-cancer-guidelines .
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Affiliation(s)
| | | | | | | | | | | | | | - Sunil R Lakhani
- University of Queensland, Brisbane, Queensland, Australia
- Pathology Queensland, Brisbane, Queensland, Australia
| | | | | | | | - Meredith M Regan
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | | | | | - Emina E Torlakovic
- Saskatchewan Health Authority, Saskatoon, Saskatchewan, Canada
- University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | | | - Giuseppe Viale
- IEO, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy
- University of Milan, Milan, Italy
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8
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Allison KH, Hammond MEH, Dowsett M, McKernin SE, Carey LA, Fitzgibbons PL, Hayes DF, Lakhani SR, Chavez-MacGregor M, Perlmutter J, Perou CM, Regan MM, Rimm DL, Symmans WF, Torlakovic EE, Varella L, Viale G, Weisberg TF, McShane LM, Wolff AC. Estrogen and Progesterone Receptor Testing in Breast Cancer: ASCO/CAP Guideline Update. J Clin Oncol 2020; 38:1346-1366. [PMID: 31928404 DOI: 10.1200/jco.19.02309] [Citation(s) in RCA: 797] [Impact Index Per Article: 159.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/03/2019] [Indexed: 12/13/2022] Open
Abstract
PURPOSE To update key recommendations of the American Society of Clinical Oncology/College of American Pathologists estrogen (ER) and progesterone receptor (PgR) testing in breast cancer guideline. METHODS A multidisciplinary international Expert Panel was convened to update the clinical practice guideline recommendations informed by a systematic review of the medical literature. RECOMMENDATIONS The Expert Panel continues to recommend ER testing of invasive breast cancers by validated immunohistochemistry as the standard for predicting which patients may benefit from endocrine therapy, and no other assays are recommended for this purpose. Breast cancer samples with 1% to 100% of tumor nuclei positive should be interpreted as ER positive. However, the Expert Panel acknowledges that there are limited data on endocrine therapy benefit for cancers with 1% to 10% of cells staining ER positive. Samples with these results should be reported using a new reporting category, ER Low Positive, with a recommended comment. A sample is considered ER negative if < 1% or 0% of tumor cell nuclei are immunoreactive. Additional strategies recommended to promote optimal performance, interpretation, and reporting of cases with an initial low to no ER staining result include establishing a laboratory-specific standard operating procedure describing additional steps used by the laboratory to confirm/adjudicate results. The status of controls should be reported for cases with 0% to 10% staining. Similar principles apply to PgR testing, which is used primarily for prognostic purposes in the setting of an ER-positive cancer. Testing of ductal carcinoma in situ (DCIS) for ER is recommended to determine potential benefit of endocrine therapies to reduce risk of future breast cancer, while testing DCIS for PgR is considered optional. Additional information can be found at www.asco.org/breast-cancer-guidelines.
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Affiliation(s)
| | | | | | | | | | | | | | - Sunil R Lakhani
- University of Queensland, Brisbane, Queensland, Australia
- Pathology Queensland, Brisbane, Queensland, Australia
| | | | | | | | - Meredith M Regan
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | | | | | - Emina E Torlakovic
- Saskatchewan Health Authority, Saskatoon, Saskatchewan, Canada
- University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | | | - Giuseppe Viale
- IEO, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy
- University of Milan, Milan, Italy
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9
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Prognostic and predictive importance of the estrogen receptor coactivator AIB1 in a randomized trial comparing adjuvant letrozole and tamoxifen therapy in postmenopausal breast cancer: the Danish cohort of BIG 1-98. Breast Cancer Res Treat 2017; 166:481-490. [PMID: 28766132 PMCID: PMC5668343 DOI: 10.1007/s10549-017-4416-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Accepted: 07/24/2017] [Indexed: 01/21/2023]
Abstract
PURPOSE To evaluate the estrogen receptor coactivator amplified in breast cancer 1 (AIB1) as a prognostic marker, as well as a predictive marker for response to adjuvant tamoxifen and/or aromatase inhibitors, in early estrogen receptor-positive breast cancer. METHOD AIB1 was analyzed with immunohistochemistry in tissue microarrays of the Danish subcohort (N = 1396) of the International Breast Cancer Study Group's trial BIG 1-98 (randomization between adjuvant tamoxifen versus letrozole versus the sequence of the two drugs). RESULTS Forty-six percent of the tumors had a high AIB1 expression. In line with previous studies, AIB1 correlated to a more aggressive tumor-phenotype (HER2 amplification and a high malignancy grade). High AIB1 also correlated to higher estrogen receptor expression (80-100 vs. 1-79%), and ductal histological type. High AIB1 expression was associated with a poor disease-free survival (univariable: hazard ratio 1.35, 95% confidence interval 1.12-1.63. Multivariable: hazard ratio 1.29, 95% confidence interval 1.06-1.58) and overall survival (univariable: hazard ratio 1.34, 95% confidence interval 1.07-1.68. Multivariable: hazard ratio 1.25, 95% confidence interval 0.99-1.60). HER2 did not seem to modify the prognostic effect of AIB1. No difference in treatment effect between tamoxifen and letrozole in relation to AIB1 was found. CONCLUSIONS In a subset of the large international randomized trial BIG 1-98, we confirm AIB1 to be a strong prognostic factor in early breast cancer. Hence, although tumor AIB1 expression does not seem to be useful for the choice of tamoxifen versus an aromatase inhibitor in postmenopausal endocrine-responsive breast cancer, AIB1 is an interesting target for new anti-cancer therapies and further investigations of this biomarker is warranted.
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Tabarestani S, Ghaderian SMH, Rezvani H. Detection of Gene Amplification by Multiplex Ligation-Dependent Probe Amplification in Comparison with In Situ Hybridization and Immunohistochemistry. Asian Pac J Cancer Prev 2016; 16:7997-8002. [PMID: 26625832 DOI: 10.7314/apjcp.2015.16.17.7997] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Gene amplification is an important mechanism in the development and progression of cancer. Currently, gene amplification status is generally determined by in situ hybridization (ISH). Multiplex ligation-dependent probe amplification (MLPA) is a PCR-based method that allows copy number detection of up to 50 nucleic acid sequences in one reaction. The aim of the present study was to compare results for HER2, CCND1, MYC and ESR1 gene amplification detected by MLPA with fluorescent in situ hybridization (FISH) and chromogenic in situ hybridization (CISH) as clinically approved methods. Tissue samples of 170 invasive breast cancers were collected. All were ER positive. Tissue samples had previously been tested for HER2 using immunohistochemistry. Amplification of the selected genes were assessed using MLPA, FISH and CISH and results were compared. HER2 MLPA and ISH results were also compared with HER2 immunohistochemistry (IHC) which detects protein overexpression. Amplification of HER2, CCND1, MYC and ESR1 by MLPA were found in 9%, 19%, 20% and 2% of samples, respectively. Amplification of HER2, CCND1, MYC and ESR1 by FISH was noted in 7%, 16%, 16% and 1% of samples, respectively. A high level of concordance was found between MLPA/ FISH (HER2: 88%, CCND1: 88%, MYC: 86%, ESR1: 92%) and MLPA/ CISH (HER2: 84%). Of all IHC 3+ cases, 91% were amplified by MLPA. In IHC 2+ group, 31% were MLPA amplified. In IHC 1+ group, 2% were MLPA amplified. None of the IHC 0 cases were amplified by MLPA. Our results indicate that there is a good correlation between MLPA, IHC and ISH results. Therefore, MLPA can serve as an alternative to ISH for detection of gene amplification.
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Affiliation(s)
- Sanaz Tabarestani
- Cancer Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran E-mail :
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Holst F. Estrogen receptor alpha gene amplification in breast cancer: 25 years of debate. World J Clin Oncol 2016; 7:160-173. [PMID: 27081639 PMCID: PMC4826962 DOI: 10.5306/wjco.v7.i2.160] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Revised: 01/05/2016] [Accepted: 02/16/2016] [Indexed: 02/06/2023] Open
Abstract
Twenty-five years ago, Nembrot and colleagues reported amplification of the estrogen receptor alpha gene (ESR1) in breast cancer, initiating a broad and still ongoing scientific debate on the prevalence and clinical significance of this genetic aberration, which affects one of the most important genes in breast cancer. Since then, a multitude of studies on this topic has been published, covering a wide range of divergent results and arguments. The reported prevalence of this alteration in breast cancer ranges from 0% to 75%, suggesting that ESR1 copy number analysis is hampered by technical and interpreter issues. To date, two major issues related to ESR1 amplification remain to be conclusively addressed: (1) The extent to which abundant amounts of messenger RNA can mimic amplification in standard fluorescence in situ hybridization assays in the analysis of strongly expressed genes like ESR1, and (2) the clinical relevance of ESR1 amplification: Such relevance is strongly disputed, with data showing predictive value for response as well as for resistance of the cancer to anti-estrogen therapies, or for subsequent development of cancers in the case of precursor lesions that display amplification of ESR1. This review provides a comprehensive summary of the various views on ESR1 amplification, and highlights explanations for the contradictions and conflicting data that could inform future ESR1 research.
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Chen JR, Hsieh TY, Chen HY, Yeh KY, Chen KS, ChangChien YC, Pintye M, Chang LC, Hwang CC, Chien HP, Hsu YC. Absence of estrogen receptor alpha (ESR1) gene amplification in a series of breast cancers in Taiwan. Virchows Arch 2014; 464:689-99. [PMID: 24756215 DOI: 10.1007/s00428-014-1576-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2014] [Revised: 03/18/2014] [Accepted: 03/21/2014] [Indexed: 11/28/2022]
Abstract
Immunohistochemical expression of ERα, encoded by the ESR1 (estrogen receptor 1) gene located at 6q25.1, is the most important determinant of responsiveness to endocrine therapy in breast cancer. The prevalence and significance of ESR1 amplification in breast cancer remain controversial. We set out to assess ESR1 status and its relevance in breast cancer in Taiwan. We tested tissue samples from 311 invasive carcinomas in a tissue microarray for ESR1 status by fluorescent in situ hybridization (FISH) and chromogenic in situ hybridization (CISH). In order to examine its association with ERα and ESR1 status, HER2 status was determined by FISH. Of the carcinomas, 58.8 % (183/311) was ERα positive. None of the carcinomas showed amplification of ESR1 by either method, whereas 24.1 % (75/311) of the carcinomas harbored HER2 amplification. Of the carcinomas, 9.6 % (26/301) showed ESR1 gain (1.3 ≤ ratio ESR1/chromosome 6 < 2) by FISH and 10 % (24/299) by CISH. FISH and CISH results showed a good correlation (κ-coefficient = 0.786). ESR1 gain by FISH and CISH was significantly associated with high-grade (P = 0.0294 and 0.0417, respectively) but not with ERα expression, HER2 status, or overall survival. ERα positivity was significantly associated with better overall survival (P = 0.039). HER2 amplification was significantly related with poor overall survival (P = 0.002). Our data confirm that in breast cancer, HER2 amplification is a frequent genetic aberration and a negative prognostic factor, and show that ESR1 amplification is not a key genetic abnormality in the tumorigenesis of breast cancer in Taiwan.
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Affiliation(s)
- Jim-Ray Chen
- Department of Pathology, Keelung Chang Gung Memorial Hospital, 222 Maijin Road, Keelung, 204, Taiwan,
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Tabarestani S, Ghaderian SMH, Rezvani H, Mirfakhraie R, Ebrahimi A, Attarian H, Rafat J, Ghadyani M, Alavi HA, Kamalian N, Rakhsha A, Azargashb E. Prognostic and predictive value of copy number alterations in invasive breast cancer as determined by multiplex ligation-dependent probe amplification. Cell Oncol (Dordr) 2014; 37:107-18. [PMID: 24573687 DOI: 10.1007/s13402-013-0165-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/17/2013] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Breast cancer is a leading cause of morbidity and mortality in women worldwide. About 70 % of breast cancers are estrogen receptor (ER) positive. Blocking estrogen action by tamoxifen has been the treatment of choice in ER positive breast cancers for more than 30 years. In the past, several studies have revealed associations between gene copy number alterations and responsiveness to tamoxifen therapy, but so far no single gene copy number alteration could completely explain the response variation observed between individual breast cancer patients. Here, we set out to perform a simultaneous analysis of copy number alterations of several genes involved in the prognosis and response to therapy by multiplex ligation-dependent probe amplification (MLPA). METHODS A case-control study was designed encompassing 170 non-metastatic ER positive breast cancer patients (case group = 85, control group = 85). All patients in the control group had received standard adjuvant tamoxifen treatment for 5 years without any evidence of recurrence. Patients in the case group had experienced early recurrences while receiving tamoxifen treatment. 76 % of the patients of the case group and 73 % of the patients of the control group had received anthracycline-based adjuvant chemotherapy. Gene copy number alterations detected by MLPA in both groups were compared. RESULTS Amplification of CCND1 (OR = 3.13; 95 % CI = 1.35 to 7.26; p = 0.006) and TOP2A (OR = 3.05; 95 % CI = 1.13 to 8.24; p = 0.022) were significantly more prevalent in the case group, compared to the control group. In a multivariate analysis CCND1 (p = 0.01) and TOP2A (p = 0.041) amplifications remained significant predictors of recurrence. CONCLUSIONS Our results indicate that CCND1 amplification may serve as a useful biomarker for hormone responsiveness, and that TOP2A amplification may serve as a useful prognostic biomarker.
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Affiliation(s)
- Sanaz Tabarestani
- Department of Medical Genetics, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Moelans CB, Holst F, Hellwinkel O, Simon R, van Diest PJ. ESR1 amplification in breast cancer by optimized RNase FISH: frequent but low-level and heterogeneous. PLoS One 2013; 8:e84189. [PMID: 24367641 PMCID: PMC3867473 DOI: 10.1371/journal.pone.0084189] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2013] [Accepted: 11/13/2013] [Indexed: 01/09/2023] Open
Abstract
Prevalence of ESR1 amplification in breast cancer is highly disputed and discrepancies have been related to different technical protocols and different scoring approaches. In addition, pre-mRNA artifacts have been proposed to influence outcome of ESR1 FISH analysis. We analyzed ESR1 gene copy number status combining an improved RNase FISH protocol with multiplex ligation-dependent probe amplification (MLPA) after laser microdissection. FISH showed a high prevalence of ESR1 gains and amplifications despite RNase treatment but MLPA did not confirm ESR1 copy number increases detected by FISH in more than half of cases. We suggest that the combination of the ESR1-specific intra-tumor heterogeneity and low-level copy number increase accounts for these discrepancies.
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Affiliation(s)
- Cathy B. Moelans
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Frederik Holst
- Section of Gynecology and Obstetrics, Department of Clinical Science, Haukeland University Hospital, Bergen, Norway
- Department of Pathology, University Medical Center Hamburg Eppendorf, Hamburg, Germany
| | - Olaf Hellwinkel
- Department of Legal Medicine, University Medical Center Hamburg Eppendorf, Hamburg, Germany
| | - Ronald Simon
- Department of Pathology, University Medical Center Hamburg Eppendorf, Hamburg, Germany
| | - Paul J. van Diest
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
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Li S, Shen D, Shao J, Crowder R, Liu W, Prat A, He X, Liu S, Hoog J, Lu C, Ding L, Griffith OL, Miller C, Larson D, Fulton RS, Harrison M, Mooney T, McMichael JF, Luo J, Tao Y, Goncalves R, Schlosberg C, Hiken JF, Saied L, Sanchez C, Giuntoli T, Bumb C, Cooper C, Kitchens RT, Lin A, Phommaly C, Davies SR, Zhang J, Kavuri MS, McEachern D, Dong YY, Ma C, Pluard T, Naughton M, Bose R, Suresh R, McDowell R, Michel L, Aft R, Gillanders W, DeSchryver K, Wilson RK, Wang S, Mills GB, Gonzalez-Angulo A, Edwards JR, Maher C, Perou CM, Mardis ER, Ellis MJ. Endocrine-therapy-resistant ESR1 variants revealed by genomic characterization of breast-cancer-derived xenografts. Cell Rep 2013; 4:1116-30. [PMID: 24055055 DOI: 10.1016/j.celrep.2013.08.022] [Citation(s) in RCA: 500] [Impact Index Per Article: 41.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2013] [Revised: 07/16/2013] [Accepted: 08/09/2013] [Indexed: 01/01/2023] Open
Abstract
To characterize patient-derived xenografts (PDXs) for functional studies, we made whole-genome comparisons with originating breast cancers representative of the major intrinsic subtypes. Structural and copy number aberrations were found to be retained with high fidelity. However, at the single-nucleotide level, variable numbers of PDX-specific somatic events were documented, although they were only rarely functionally significant. Variant allele frequencies were often preserved in the PDXs, demonstrating that clonal representation can be transplantable. Estrogen-receptor-positive PDXs were associated with ESR1 ligand-binding-domain mutations, gene amplification, or an ESR1/YAP1 translocation. These events produced different endocrine-therapy-response phenotypes in human, cell line, and PDX endocrine-response studies. Hence, deeply sequenced PDX models are an important resource for the search for genome-forward treatment options and capture endocrine-drug-resistance etiologies that are not observed in standard cell lines. The originating tumor genome provides a benchmark for assessing genetic drift and clonal representation after transplantation.
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Affiliation(s)
- Shunqiang Li
- Section of Breast Oncology, Division of Oncology, Department of Internal Medicine, Washington University in St. Louis, St. Louis, MO 63110, USA; Siteman Cancer Center Breast Cancer Program, Washington University in St. Louis, St. Louis, MO 63110, USA
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Markiewicz A, Wełnicka-Jaśkiewicz M, Skokowski J, Jaśkiewicz J, Szade J, Jassem J, Żaczek AJ. Prognostic significance of ESR1 amplification and ESR1 PvuII, CYP2C19*2, UGT2B15*2 polymorphisms in breast cancer patients. PLoS One 2013; 8:e72219. [PMID: 23951298 PMCID: PMC3738574 DOI: 10.1371/journal.pone.0072219] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2013] [Accepted: 07/07/2013] [Indexed: 12/02/2022] Open
Abstract
Introduction Amplification of the ESR1 gene, coding for estrogen receptor alpha, was shown to predict responsiveness to tamoxifen, however its prognostic impact in breast cancer patients has not been thoroughly investigated. Other factors that could contribute to responsiveness to tamoxifen treatment are polymorphisms in ESR1 gene and genes involved in tamoxifen metabolism. The aim of this study was to assess the prognostic role of ESR1 gene dosage in a consecutive group of breast cancer patients and to correlate this feature with clinico-pathological factors. Additionally, ESR1 PvuII, CYP2C19*2 and UGT2B15*2 polymorphisms were analyzed in the tamoxifen-treated subgroup of patients. Materials and Methods Primary tumor samples from 281 stage I-III consecutive breast cancer patients were analyzed for ESR1 gene dosage using real-time PCR with locked nucleic acids hydrolysis probes. In the tamoxifen-treated subgroup of patients, ESR1 PvuII, CYP2C19*2 and UGT2B15*2 polymorphism in leukocytes genomic DNA were analyzed. Results were correlated with clinico-pathological factors and with disease-free survival (DFS) and overall survival (OS). Results ESR1 amplification (with a cut-off level of 2.0) was found in 12% of the entire group of breast cancer patients, and in 18% of the ER-negative subgroup. This feature was associated with decreased DFS both in the entire group (P=0.007) and in the ER-negative subgroup (P=0.03), but not in the tamoxifen-treated patients. Patients with ESR1 PvuII wt/wt genotype and at least one UGT2B15 wt allele had a worse DFS (P=0.03) and showed a trend towards decreased Os (P=0.08) in comparison to patients with ESR1 PvuII wt/vt or vt/vt genotype and UGT2B15 *2/*2 genotype. Conclusions ESR1 amplification can occur in ER-negative tumors and may carry poor prognosis. In the tamoxifen-treated subgroup, poor prognosis was related to the combined presence of ESR1 PvuII wt/wt and UGT2B15wt/wt or wt/*2 genotype.
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Affiliation(s)
- Aleksandra Markiewicz
- Department of Medical Biotechnology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, Gdańsk, Poland
- PostgraduateSchool of Molecular Medicine, Medical University of Warsaw, Warsaw, Poland
| | | | - Jarosław Skokowski
- Bank of Frozen Tissues and Genetic Specimens, Department of Medical Laboratory Diagnostics, Medical University of Gdańsk, Gdańsk, Poland
- Department of Surgical Oncology, Medical University of Gdańsk, Gdańsk, Poland
| | - Janusz Jaśkiewicz
- Department of Surgical Oncology, Medical University of Gdańsk, Gdańsk, Poland
| | - Jolanta Szade
- Department of Pathology, Medical University of Gdańsk, Gdańsk, Poland
| | - Jacek Jassem
- Department of Oncology and Radiotherapy, Medical University of Gdańsk, Gdańsk, Poland
| | - Anna J. Żaczek
- Department of Medical Biotechnology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, Gdańsk, Poland
- * E-mail:
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Mihály Z, Kormos M, Lánczky A, Dank M, Budczies J, Szász MA, Győrffy B. A meta-analysis of gene expression-based biomarkers predicting outcome after tamoxifen treatment in breast cancer. Breast Cancer Res Treat 2013; 140:219-32. [PMID: 23836010 DOI: 10.1007/s10549-013-2622-y] [Citation(s) in RCA: 149] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2013] [Accepted: 06/21/2013] [Indexed: 12/20/2022]
Abstract
To date, three molecular markers (ER, PR, and CYP2D6) have been used in clinical setting to predict the benefit of the anti-estrogen tamoxifen therapy. Our aim was to validate new biomarker candidates predicting response to tamoxifen treatment in breast cancer by evaluating these in a meta-analysis of available transcriptomic datasets with known treatment and follow-up. Biomarker candidates were identified in Pubmed and in the 2007-2012 ASCO and 2011-2012 SABCS abstracts. Breast cancer microarray datasets of endocrine therapy-treated patients were downloaded from GEO and EGA and RNAseq datasets from TCGA. Of the biomarker candidates, only those identified or already validated in a clinical cohort were included. Relapse-free survival (RFS) up to 5 years was used as endpoint in a ROC analysis in the GEO and RNAseq datasets. In the EGA dataset, Kaplan-Meier analysis was performed for overall survival. Statistical significance was set at p < 0.005. The transcriptomic datasets included 665 GEO-based and 1,208 EGA-based patient samples. All together 68 biomarker candidates were identified. Of these, the best performing genes were PGR (AUC = 0.64, p = 2.3E-07), MAPT (AUC = 0.62, p = 7.8E-05), and SLC7A5 (AUC = 0.62, p = 9.2E-05). Further genes significantly correlated to RFS include FOS, TP53, BTG2, HOXB7, DRG1, CXCL10, and TPM4. In the RNAseq dataset, only ERBB2, EDF1, and MAPK1 reached statistical significance. We evaluated tamoxifen-resistance genes in three independent platforms and identified PGR, MAPT, and SLC7A5 as the most promising prognostic biomarkers in tamoxifen treated patients.
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Affiliation(s)
- Zsuzsanna Mihály
- 1st Department of Pediatrics, Semmelweis University, Budapest, Hungary
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Current World Literature. Curr Opin Obstet Gynecol 2013; 25:81-9. [DOI: 10.1097/gco.0b013e32835cc6b6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Laenkholm AV, Knoop A, Ejlertsen B, Rudbeck T, Jensen MB, Müller S, Lykkesfeldt AE, Rasmussen BB, Nielsen KV. ESR1 gene status correlates with estrogen receptor protein levels measured by ligand binding assay and immunohistochemistry. Mol Oncol 2012; 6:428-36. [PMID: 22626971 DOI: 10.1016/j.molonc.2012.04.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2012] [Accepted: 04/30/2012] [Indexed: 01/13/2023] Open
Abstract
The Estrogen Receptor (ER) is an established predictive marker for the selection of adjuvant endocrine treatment in early breast cancer. During the 1990s Immunohistochemistry (IHC) replaced cytosol based assays for determination of ER status. This study examined the association between ER protein level determined by two different methods and ESR1 gene copy number. From 289 primary high-risk breast cancer patients, randomized in the Danish Breast Cancer Cooperative Group (DBCG) 77C trial, results from cytosolic ER levels were available from ligand binding assays. Archival tumor tissue was retrieved from 257 patients. ESR1/CEN-6 ratio was analyzed successfully by Fluorescence In Situ Hybridization (FISH) in 220 (86%) patients. ESR1 amplification (ESR1/CEN-6 ≥ 2.00) was observed in 23% of the patients and ESR1 deletion (ESR1/CEN-6 < 0.80) was observed in 32%. Further, we identified ESR1 gain (ratio ESR1/CEN-6 from 1.30 to 1.99) in 19% of the patients. A positive correlation of ESR1 FISH with both ER-cytosol and ER IHC was found (p < 0.0001). Amplification and gain of the ESR1 gene are associated with higher ER protein content measured by ligand binding assay and a more intense nuclear staining by IHC compared to tumors with normal ESR1 gene status. Major variations in ER measured by ligand binding assay and IHC are observed within all ESR1 copy number subgroups and other mechanisms than gene copy number seem to contribute to the ER protein content in the tumors.
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Holst F, Moelans CB, Filipits M, Singer CF, Simon R, van Diest PJ. On the evidence for ESR1 amplification in breast cancer. Nat Rev Cancer 2012; 12:149. [PMID: 22270954 DOI: 10.1038/nrc3093-c3] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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