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Cheung YC, Kuo WL, Lee LY, Tang YC. A case report of breast cancer in silicone-injected breasts diagnosed by an emerging technique of contrast-enhanced mammography-guided biopsy. Front Oncol 2022; 12:884576. [PMID: 35936726 PMCID: PMC9354718 DOI: 10.3389/fonc.2022.884576] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 06/30/2022] [Indexed: 02/02/2023] Open
Abstract
BackgroundBreast cancer in silicone-injected breasts is often obscured in conventional mammography and sonography. Contrast-enhanced magnetic resonance imaging (CE-MRI) is an optimal modality for cancer detection. This case report demonstrates the use of contrast-enhanced spectral mammography (CESM) and CESM-guided biopsy (CESM-Bx) to diagnose breast cancer in silicone-injected breasts. However, there is no relevant report in the literature.Case PresentationA 59-year-old woman who received a liquid silicone injection for breast augmentation 30 years ago was transferred to our hospital for a CE-MRI-guided biopsy due to a suspicion of cancer in her right breast. The CE-MRI showed a 3.1-cm irregular enhanced mass and a 1.1-cm circumscribe mass in the upper outer quadrant of the right breast. Unfortunately, the CE-MRI-guided biopsy had to wait for 1 month due to a busy schedule. The CESM revealed two masses that were consistent with CE-MRI findings. CESM-Bx was performed, and the patient was diagnosed with invasive lobular carcinoma with an irregular mass and fibroadenoma of the circumscribed mass. The patient underwent substantial surgery.ConclusionsCESM-Bx is a simple emerging technique that can be used feasibly to obtain tissue proof on the concerned enhanced lesion on CESM. In such cases of silicone-injected breasts, the CESM-Bx can be used as an alternative to MRI-guided biopsy for cancer diagnosis.
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Affiliation(s)
- Yun-Chung Cheung
- Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital, Medical College of Chang Gung University, Taoyuan, Taiwan
- *Correspondence: Yun-Chung Cheung,
| | - Wen-Lin Kuo
- Division of Breast Surgery, Department of Surgery, Chang Gung Memorial Hospital, Medical College of Chang Gung University, Taoyuan, Taiwan
| | - Li-Yu Lee
- Department of Pathology, Chang Gung Memorial Hospital, Medical College of Chang Gung University, Taoyuan, Taiwan
| | - Ya-Chun Tang
- Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital, Medical College of Chang Gung University, Taoyuan, Taiwan
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Chen SC, Yu CC, Chang HK, Lin YC, Lo YF, Shen SC, Kuo WL, Tsai HP, Chou HH, Chu CH, Shen WC, Wu RC, Ueng SH, Huang YT. Discrepancy of Breast and Axillary Pathologic Complete Response and Outcomes in Different Subtypes of Node-positive Breast Cancer after Neoadjuvant Chemotherapy. J Cancer 2021; 12:5365-5374. [PMID: 34335953 PMCID: PMC8317533 DOI: 10.7150/jca.62830] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 06/24/2021] [Indexed: 11/05/2022] Open
Abstract
Few studies have analyzed the discrepancy between breast pathologic complete response (B-pCR) and axillary node pCR (N-pCR) rates and their impact on survival outcomes in different intrinsic subtypes of early breast cancer after neoadjuvant chemotherapy (NAC). We retrospectively reviewed B-pCR, N-pCR, and total (breast and axillary node) pCR (T-pCR) after NAC to assess the discrepancy and outcomes between 2005 and 2017. A total of 968 patients diagnosed with cT1-4c, N1-2, and M0 breast cancer were enrolled in the study. The median age was 49 years and the median follow-up time was 45 months. Of these patients, 213 achieved T-pCR, 31 achieved B-pCR with axillary node pathologic non-complete response (N-non pCR), 245 achieved N-pCR with breast pathologic non-complete response (B-non pCR), and 479 achieved total (breast and axillary node) pathologic non-complete response (T-non pCR) after NAC. The highest B-pCR and N-pCR rates were found in the hormone receptor-negative, human epidermal growth factor receptor 2-positive HR(-)HER2(+) subtype, while the lowest B-pCR rate was found in the HR(+)HER2(-) subtype. The N-pCR rate was correlated to the B-pCR rate (P<0.001), but was higher than the B-pCR rate in all subtypes. The 5-year overall survival (OS) rates for patients with T-pCR, B-pCR, and N-pCR were 91.2%, 91.7%, and 91.9%, respectively. For non-pCR, non-pCR, and non-pCR, the 5-year OS rates were 73.6%, 78.9%, and 74.7%, respectively (P<0.0001). B-non pCR patients had a lower risk of recurrence than T-non pCR or N-non-pCR patients, although there were no differences in OS among them. In conclusion, the N-pCR rate was higher than the B-pCR rate after NAC in all intrinsic subtypes, and N-non pCR or T-non pCR patients had the worst outcomes.
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Affiliation(s)
- Shin-Cheh Chen
- Department of General Surgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Chi-Chang Yu
- Department of General Surgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Hsien-Kun Chang
- Department of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Yung-Chang Lin
- Department of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Yung-Feng Lo
- Department of General Surgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Shih-Che Shen
- Department of General Surgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Wen-Lin Kuo
- Department of General Surgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Hsiu-Pei Tsai
- Department of General Surgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Hsu-Huan Chou
- Department of General Surgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Chia-Hui Chu
- Department of General Surgery, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Wen-Chi Shen
- Department of Hematology-Oncology, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Ren-Chin Wu
- Department of Pathology, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Shir-Hwa Ueng
- Department of Pathology, Chang Gung Memorial Hospital at Linkou, Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Yi-Ting Huang
- Department of Radiation Oncology, Chang Gung Memorial Hospital at Linkou, Chang Gung University Medical College, Taoyuan, Taiwan
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Abstract
BACKGROUND Contrast-enhanced spectral mammogram (CESM) is a modern technique providing additional information to detect or diagnose breast cancers. INTRODUCTION We present a rare ACC of the breast on CESM. METHODS A 49-year-old woman with surgicopathological proved ACC was reported with tumor features on CESM, sonography and contrast-enhanced magnetic resonance imaging (CE-MRI). RESULTS Sonography revealed a 1.4 cm × 1.2 cm × 1 cm circumscribe round mass in the upper outer quadrant of the left breast that was diagnosed with fibroadenoma. The mammogram did not show any discernible mass, however, the recombined subtracted images displayed a circumscribe mass with thin rim enhancement and enhanced internal patches that were resembling CE-MRI. Finally, the mass was proved to ACC. CONCLUSION CESM facilitates the detection of isodense cancer and provides the enhanced features for differential diagnosis. Resembling CE-MRI, CESM displayed rim enhancement and internal enhanced patches as diagnostic clues for this case of ACC.
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Affiliation(s)
- Yun-Chung Cheung
- Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkuo, Taoyuan City, Taiwan
| | - Shir-Hwa Ueng
- Department of Pathology, Chang Gung Memorial Hospital at Linkuo, Taoyuan City, Taiwan
| | - Shu-Hang Ng
- Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkuo, Taoyuan City, Taiwan
| | - Wen-Lin Kuo
- Department of Surgery, Chang Gung Memorial Hospital at Linkuo, Taoyuan City, Taiwan
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Yu CC, Kuo WL, Shen SC, Chou HH, Lo YF, Yu MC, Chen SC. Prognostic study for isolated local recurrence operated with salvage excision in hormone-receptor-positive patients with invasive breast cancer after primary breast surgery. Biomed J 2020; 43:83-93. [PMID: 32200960 PMCID: PMC7090316 DOI: 10.1016/j.bj.2019.07.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2018] [Revised: 07/10/2019] [Accepted: 07/18/2019] [Indexed: 12/24/2022] Open
Abstract
Background This study aimed to identify the factors that predict distant recurrence and survival outcome after patients with primary positive hormone receptor-positive (HR+) invasive breast cancer undergo complete excision for isolated local recurrence (ILR). Methods From January 2000 to December 2009, we performed a retrospective review of our database and identified 51 patients with HR + invasive breast cancer who underwent complete excision for ILR as a component of salvage therapy. The distant metastasis-free survival (DMFS) and overall survival (OS) from the time of ILR were calculated using the Kaplan–Meier method, and a Cox regression model was used for multivariate analysis. Results Of the 51 cases of ILR, 28 were of ipsilateral breast tumor recurrence and 23 were of chest wall recurrence. By receiver operating characteristic curve analyses, the cut-off time point for time to ILR was determined to be 29 months. According to time to ILR (≤29 vs. >29 months) and primary tumor size (≤2 vs. >2 cm), patients were divided into four risk groups as variables for analysis. On multivariate analysis, two independent prognostic factors for DMFS and OS after ILR were identified: risk groups (ILR≤29 months with primary tumor size >2 cm vs. ILR>29 months with primary tumor size ≤ 2 cm, HR = 8.53 for DMFS and HR = 11.18 for OS) and primary tumor grade (2/3 vs. 1, HR = 6.10 for DMFS and 4.27 for OS). Conclusion We demonstrated that poor DMFS and OS are associated with high risk group defined as short time to ILR (≤29 months) with primary tumor size (>2 cm) and higher primary tumor grade (2/3) among patients with HR + invasive breast cancer treated with complete excision for ILR. Therapeutic strategies for ILR based on hormone therapy with new agents should be explored in future prospective studies, especially for patients with poor outcome.
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Affiliation(s)
- Chi-Chang Yu
- Department of Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan.
| | - Wen-Lin Kuo
- Department of Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Shih-Che Shen
- Department of Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Hsu-Huan Chou
- Department of Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yung-Feng Lo
- Department of Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Ming-Chin Yu
- Department of Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Shin-Cheh Chen
- Department of Surgery, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
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Chen SC, Chang HK, Lin YC, Lin YC, Shen SC, Kuo WL, Yu CC, Chou HH, Chu CH, Huang YT, Ueng SH. Association of pathologic non-complete response of axillary node with outcome after neoadjuvant chemotherapy in node positive breast cancer. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.e12101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e12101 Background: The pathologic complete response (pCR) after neoadjuvant chemotherapy (NAC) correlates with better outcome in specific subtype of breast cancer and the axillary nodal pCR (N-pCR) rate are more common than breast pCR (B-pCR). While only a few studies to compare the survival in terms of B-pCR and N-pCR, and no study compare between the outcome for those non pCR either in breast or axillary node. Methods: A cohort of 968 cytologically proved nodal metastatic breast cancer (cT1~4N1~2) received NAC in a single medical center between 2005~2017 were analyzed retrospectively. NAC regimen included anthracycline and taxanes in all patients, Trastuzumab was used in 308(70.3%) HER2(+) patients. The percentage of both breast and axillary pCR (T-pCR) 、B-pCR and N-pCR were compared in different subtypes. The impact of T-pCR、B-pCR and N-pCR to DFS and OS were analyzed using univariate and multivariate Cox proportional hazard model. Results: The median follow-up time was 45 months. The median age was 49 years old, average tumor size was 4.2cm, and 543 (56.1%) patients were N1 disease. 382(39.5%) patients were HR(+) HER2(-), 222(22.9%)were HR(+)HER2(+),216(22.3%) were HR(-)HER2(+) and 148(15.3%) were HR(-)HER2(-). After NAC, T-pCR was found in 213 (22.0%) patients, B-pCR and N non-pCR in 31 patients, N-pCR and B non-pCR in 245 patients and T non-pCR in 479 patients. N-pCR rate(47.3%) were significantly higher than B-pCR(25.2%) and this trend found in all subtypes ( P<0.0001).The predicting factors of N-pCR were N1,HER2(+) and HR(-). In survival analysis the pCR (either T,B or N) patients had significantly better 5-year DFS and OS than non- pCR(T-pCR v.s T non-pCR, DFS,85.1% v.s 58.4%;OS,91.2% v.s 73.6%,p<0.0001). B-non pCR had a significant better DFS than T non Pcr(65.1% v.s 58.4%,p=0.041) and non- significant. Cox better 5-year OS(78.9% v.s73.6%,p=0.059). Cox regression model demonstrated that T4,N2,grade 3, HR(-) and T non-pCR were poor prognostic factors in DFS and OS. Conclusions: The study demonstrated higher N-pCR rates than B-pCR in all subtypes after NAC, either T-pCR;B-pCR or N-pCR were associated with better outcome than non pCR. The worst outcome found in those T non-pCR or N non-pCR.
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Affiliation(s)
| | | | - Yung-Chang Lin
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan County, Taiwan
| | - Yung-Chang Lin
- Division of Hematology and Oncology, Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Shih-Che Shen
- Chang Gung Memorial Hospital, Taoyuan City, Taoyuan, Taiwan
| | - Wen-Lin Kuo
- Department of Surgery, Chang Gung Memorial Hospital, Chang Gung University Medical College, Taipei, Taiwan
| | - Chi-Chang Yu
- Division of Breast Surgery, Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Hsu-Huan Chou
- Department of Surgery, Chang Gung Memorial Hospital, Chang Gung University Medical College, Taipei, Taiwan
| | | | - Yi-Ting Huang
- Department of Radiation Oncology, Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Shir-Hwa Ueng
- Departmentof Pathology, Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Taoyuan, Taiwan
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Chen SC, Tsai HP, Chang HK, Lin YC, Shen SC, Kuo WL, Yu CC, Chou HH, Chu CH, Huang YT, Ueng SH. Contributing factors of early breast cancer mortality reduction by molecular subtypes from 2000 to 2014: A single institute experience. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.15_suppl.e12506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | | | | | | | - Shih Che Shen
- Division of Breast Surgery, Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Wen-Lin Kuo
- Chang Gung Memorial Hospita, Taoyuan, Taiwan
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Korkola JE, Collisson EA, Heiser LM, Oates C, Bayani N, Itani S, Esch A, Thompson W, Griffith OL, Wang NJ, Kuo WL, Cooper B, Billig J, Ziyad S, Hung JL, Jakkula L, Feiler H, Lu Y, Mills GB, Spellman PT, Tomlin C, Mukherjee S, Gray JW. Correction: Decoupling of the PI3K Pathway via Mutation Necessitates Combinatorial Treatment in HER2+ Breast Cancer. PLoS One 2017; 12:e0186551. [PMID: 29020035 PMCID: PMC5636161 DOI: 10.1371/journal.pone.0186551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Kingsley CB, Kuo WL, Polikoff D, Berchuck A, Gray JW, Jain AN. Magellan: A Web Based System for the Integrated Analysis of Heterogeneous Biological Data and Annotations; Application to DNA Copy Number and Expression Data in Ovarian Cancer. Cancer Inform 2017. [DOI: 10.1177/117693510600200019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Recent advances in high throughput biological methods allow researchers to generate enormous amounts of data from a single experiment. In order to extract meaningful conclusions from this tidal wave of data, it will be necessary to develop analytical methods of sufficient power and utility. It is particularly important that biologists themselves be able to perform many of these analyses, such that their background knowledge of the experimental system under study can be used to interpret results and direct further inquiries. We have developed a web-based system, Magellan, which allows the upload, storage, and analysis of multivariate data and textual or numerical annotations. Data and annotations are treated as abstract entities, to maximize the different types of information the system can store and analyze. Annotations can be used in analyses/visualizations, as a means of subsetting data to reduce dimensionality, or as a means of projecting variables from one data type or data set to another. Analytical methods are deployed within Magellan such that new functionalities can be added in a straightforward fashion. Using Magellan, we performed an integrated analysis of genome-wide comparative genomic hybridization (CGH), mRNA expression, and clinical data from ovarian tumors. Analyses included the use of permutation-based methods to identify genes whose mRNA expression levels correlated with patient survival, a nearest neighbor classifier to predict patient survival from CGH data, and curated annotations such as genomic position and derived annotations such as statistical computations to explore the quantitative relationship between CGH and mRNA expression data.
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Affiliation(s)
- Chris B. Kingsley
- UCSF Cancer Research Institute and Comprehensive Cancer Center, University of California, San Francisco, 2340 Sutter St., San Francisco California, USA
| | - Wen-Lin Kuo
- Department of Laboratory Medicine and UCSF Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
| | - Daniel Polikoff
- Department of Laboratory Medicine and UCSF Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
| | - Andy Berchuck
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Duke University Medical Center, Durham, North Carolina, USA
| | - Joe W. Gray
- Department of Laboratory Medicine and UCSF Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
| | - Ajay N. Jain
- UCSF Cancer Research Institute and Comprehensive Cancer Center, University of California, San Francisco, 2340 Sutter St., San Francisco California, USA
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Chen SC, Chang HK, Lin YC, Shen SC, Kuo WL, Yu CC, Chou HH, Huang YT, Ueng SH. Discrepancy of pathologic complete response and outcome between breast tumor and axillary node in HER2 positive breast cancer after neoadjuvant chemotherapy. J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.15_suppl.e12503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e12503 Background: The pathologic complete response (pCR) rate in primary tumor and axillary node after different chemotherapy regimens of neoadjuvant chemotherapy (NAC) in HER2 positive breast cancer (BC) is unknown, the impact of pCR on disease free survival (DFS) and overall survival (OS) is still controversial. Methods: A cohort of 350 HER2 positive BC (296 cytologically proved axillary node metastasis) received NAC with different regimens, antracyclin with taxotere (AT), docetaxel with transtuzumab (DT) and docetaxel with transtuzumab and pertuzumab( DTP) between 2005 and 2016 in a large medical center were analyzed retrospectively. The impact of pCR rates of breast and axillary node on DFS and OS were analyzed. Results: Of 350 women with HER2 positive BC received NAC, median age was 50 years(18~93), median tumor size was 4.3 cm, the pCR rates of breast and axillary node were 16.2% and 28.7% ( P= 0.018) in patients received AT( n= 130) , 47.6% and 66.9% ( P= 0.00028 ) in patients received DT( n= 191) ,65.5% and 77.8% ( P= 0.372 ) in patients received DTP( n= 29), respectively. The 5-year DFS were 79.3% and 66.0% ( p= 0.0023), 5-year OS were 89.5% and 76.6% ( P= 0.0201) in patients with breast pCR and non-pCR, respectively. The 5-year DFS were 75.7% and 58.4% ( P= 0.00037), 5-year OS were 85.7% and 72.6% ( P= 0.0024) in axillary pCR and non-pCR patients, respectively. The 5-year DFS were 79.3% and 75.7% ( P= 0.430), and 5-year OS were 89.5% and 85.7% ( P= 0.695) in breast and axillary pCR, respectively . The 5-year DFS in breast pCR whom received targeted therapy (DT and DTP groups) was significantly better than whom not received targeted therapy (AT groups), 85.3% and 65.0% ( P= 0.039), respectively Conclusions: Higher pCR rate in axillary node than breast was found in this cohort. Either pCR in axillary node or breast was associated with improved DFS and OS, but no difference of DFS and OS between breast and axillary pCR . The 5-year DFS in breast pCR received targeted therapy were significantly better than breast pCR patients received chemotherapy alone.
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Affiliation(s)
- Shin-Cheh Chen
- Division of General Surgery, Chang Gung Memorial Hospital, Taipei, Taiwan
| | | | - Yung-Chang Lin
- Division of Hematology and Oncology, Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Shih Che Shen
- Division of Breast Surgery, Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Wen-Lin Kuo
- Department of Surgery, Chang Gung Memorial Hospital, Chang Gung University Medical College, Taipei, Taiwan
| | - Chi-Chang Yu
- Division of Breast Surgery, Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Hsu-Huan Chou
- Department of Surgery, Chang Gung Memorial Hospital, Chang Gung University Medical College, Taipei, Taiwan
| | - Yi-Ting Huang
- Department of Radiation Oncology, Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Shir-Hwa Ueng
- Departmentof Pathology, Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Taoyuan, Taiwan
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Yu CC, Ueng SH, Cheung YC, Shen SC, Kuo WL, Tsai HP, Lo YF, Chen SC. Predictors of Underestimation of Malignancy after Image-Guided Core Needle Biopsy Diagnosis of Flat Epithelial Atypia or Atypical Ductal Hyperplasia. Breast J 2015; 21:224-32. [DOI: 10.1111/tbj.12389] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Chi-Chang Yu
- Department of Surgery; Chang Gung Memorial Hospital; Chang Gung University Medical College; Taoyuan Taiwan
| | - Shir-Hwa Ueng
- Department of Pathology; Chang Gung Memorial Hospital; Chang Gung University Medical College; Taoyuan Taiwan
| | - Yun-Chung Cheung
- Department of Diagnostic Radiology; Chang Gung Memorial Hospital; Chang Gung University Medical College; Taoyuan Taiwan
| | - Shih-Che Shen
- Department of Surgery; Chang Gung Memorial Hospital; Chang Gung University Medical College; Taoyuan Taiwan
| | - Wen-Lin Kuo
- Department of Surgery; Chang Gung Memorial Hospital; Chang Gung University Medical College; Taoyuan Taiwan
| | - Hsiu-Pei Tsai
- Department of Surgery; Chang Gung Memorial Hospital; Chang Gung University Medical College; Taoyuan Taiwan
| | - Yung-Feng Lo
- Department of Surgery; Chang Gung Memorial Hospital; Chang Gung University Medical College; Taoyuan Taiwan
| | - Shin-Cheh Chen
- Department of Surgery; Chang Gung Memorial Hospital; Chang Gung University Medical College; Taoyuan Taiwan
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Yu CC, Chiang KC, Kuo WL, Shen SC, Lo YF, Chen SC. Low re-excision rate for positive margins in patients treated with ultrasound-guided breast-conserving surgery. Breast 2013; 22:698-702. [PMID: 23333255 DOI: 10.1016/j.breast.2012.12.019] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2012] [Revised: 11/28/2012] [Accepted: 12/26/2012] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Re-excision is a necessary procedure in obtaining clean margins for breast-conserving surgery (BCS)-treated patients. Re-excision rates vary widely among different breast cancer management procedures. The aim of this study was to evaluate the efficacy of ultrasound (US)-guided BCS to decrease the re-excision rate in patients with US-detectable breast cancer, as well as the relationship between positive margins and ultrasonographic characteristics of tumor. METHODS Between 2008 and 2009, we identified consecutive patients who underwent initial US-guided BCS for breast in situ or invasive carcinoma, which was preoperatively detected using US examination and on the basis of image-guided biopsy findings. The margins achieved after BCS were separately assessed by performing frozen section analysis of shaved margins. The negative margin and positive margin groups were compared for clinicopathological features and ultrasonographic findings. RESULTS Of 381 patients undergoing US-guided BCS, 126 (33.1%) had palpable tumors and 255 (66.9%) had nonpalpable tumors. Positive margins were noted in 35 patients (9.2%). These patients underwent re-excision and were margin-free; no further surgery was required for these patients. There were no significant intergroup differences in clinicopathological features and ultrasonographic findings. CONCLUSION Breast US is an effective modality for intraoperative tumor localization and can thus help obtain clean margins and reduce the re-excision rate in cases in which breast-conserving therapy has been performed. Furthermore, frozen section analysis of cavity shaved margins is a feasible method for minimizing the need for further surgery.
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Affiliation(s)
- Chi-Chang Yu
- Department of Surgery, Chang Gung Memorial Hospital, Chang Gung University Medical College, Taoyuan, Taiwan
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Hill SM, Neve RM, Bayani N, Kuo WL, Ziyad S, Spellman PT, Gray JW, Mukherjee S. Integrating biological knowledge into variable selection: an empirical Bayes approach with an application in cancer biology. BMC Bioinformatics 2012; 13:94. [PMID: 22578440 PMCID: PMC3503557 DOI: 10.1186/1471-2105-13-94] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2011] [Accepted: 04/19/2012] [Indexed: 01/21/2023] Open
Abstract
Background An important question in the analysis of biochemical data is that of identifying subsets of molecular variables that may jointly influence a biological response. Statistical variable selection methods have been widely used for this purpose. In many settings, it may be important to incorporate ancillary biological information concerning the variables of interest. Pathway and network maps are one example of a source of such information. However, although ancillary information is increasingly available, it is not always clear how it should be used nor how it should be weighted in relation to primary data. Results We put forward an approach in which biological knowledge is incorporated using informative prior distributions over variable subsets, with prior information selected and weighted in an automated, objective manner using an empirical Bayes formulation. We employ continuous, linear models with interaction terms and exploit biochemically-motivated sparsity constraints to permit exact inference. We show an example of priors for pathway- and network-based information and illustrate our proposed method on both synthetic response data and by an application to cancer drug response data. Comparisons are also made to alternative Bayesian and frequentist penalised-likelihood methods for incorporating network-based information. Conclusions The empirical Bayes method proposed here can aid prior elicitation for Bayesian variable selection studies and help to guard against mis-specification of priors. Empirical Bayes, together with the proposed pathway-based priors, results in an approach with a competitive variable selection performance. In addition, the overall procedure is fast, deterministic, and has very few user-set parameters, yet is capable of capturing interplay between molecular players. The approach presented is general and readily applicable in any setting with multiple sources of biological prior knowledge.
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Affiliation(s)
- Steven M Hill
- The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands.
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13
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Engler D, Gupta S, Growdan W, Drapkin R, Nitta M, Sergent P, Allred S, Gross J, Deavers M, Kuo WL, Karlan B, Rueda B, Orsulic S, Gershenson D, Birrer M, Gray J, Mohapatra G. Abstract 5093: Genome wide DNA copy number analysis of serous type ovarian carcinomas identifies genetic markers predictive of clinical outcome. Cancer Res 2012. [DOI: 10.1158/1538-7445.am2012-5093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Ovarian cancer is the fifth leading cause of cancer death in women. Ovarian cancers display a high degree of complex genetic alterations involving many oncogenes and tumor suppressor genes. Analysis of the association between genetic alterations and clinical endpoints such as survival will lead to improved patient management via genetic stratification of patients into clinically relevant subgroups. In this study, we aim to define subgroups of high-grade serous ovarian carcinomas that differ with respect to prognosis and overall survival. Genome-wide DNA copy number alterations (CNAs) were measured in 72 clinically annotated, high-grade serous tumors using high-resolution oligonucleotide arrays. Two clinically annotated, independent cohorts were used as validation sets. Unsupervised hierarchical clustering of copy number data resulted in two clusters with significant difference in progression free survival (PFS) and marginal difference in overall survival (OS). GISTIC analysis of the two clusters identified altered regions unique to each cluster. Supervised clustering of two independent large cohorts of high-grade serous tumors using the classification scheme derived from the two initial clusters validated our results and identified 8 genomic regions that are distinctly different among the subgroups. These 8 regions map to 8p21.3, 8p23.2, 12p12.1, 17p11.2, 17p12, 19q12, 20q11.21 and 20q13.12; and harbor potential oncogenes and tumor suppressor genes that are likely to be involved in the pathogenesis of ovarian carcinoma. We have identified a set of genetic alterations that could be used for stratification of high-grade serous tumors into clinically relevant treatment subgroups.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 5093. doi:1538-7445.AM2012-5093
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Affiliation(s)
| | - Sumeet Gupta
- 2Whitehead Institute of Biomedical Research, Cambridge, MA
| | | | | | - Mai Nitta
- 3Massachusetts General Hospital, Boston, MA
| | | | | | - Jenny Gross
- 5Cedars Sinai Medical Center, Los Angeles, CA
| | | | - Wen-Lin Kuo
- 7Lawrence Berkeley National Laboratory, Berkeley, CA
| | - Beth Karlan
- 5Cedars Sinai Medical Center, Los Angeles, CA
| | - Bo Rueda
- 3Massachusetts General Hospital, Boston, MA
| | | | | | | | - Joe Gray
- 7Lawrence Berkeley National Laboratory, Berkeley, CA
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14
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Engler DA, Gupta S, Growdon WB, Drapkin RI, Nitta M, Sergent PA, Allred SF, Gross J, Deavers MT, Kuo WL, Karlan BY, Rueda BR, Orsulic S, Gershenson DM, Birrer MJ, Gray JW, Mohapatra G. Genome wide DNA copy number analysis of serous type ovarian carcinomas identifies genetic markers predictive of clinical outcome. PLoS One 2012; 7:e30996. [PMID: 22355333 PMCID: PMC3280266 DOI: 10.1371/journal.pone.0030996] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2011] [Accepted: 12/28/2011] [Indexed: 01/09/2023] Open
Abstract
Ovarian cancer is the fifth leading cause of cancer death in women. Ovarian cancers display a high degree of complex genetic alterations involving many oncogenes and tumor suppressor genes. Analysis of the association between genetic alterations and clinical endpoints such as survival will lead to improved patient management via genetic stratification of patients into clinically relevant subgroups. In this study, we aim to define subgroups of high-grade serous ovarian carcinomas that differ with respect to prognosis and overall survival. Genome-wide DNA copy number alterations (CNAs) were measured in 72 clinically annotated, high-grade serous tumors using high-resolution oligonucleotide arrays. Two clinically annotated, independent cohorts were used for validation. Unsupervised hierarchical clustering of copy number data derived from the 72 patient cohort resulted in two clusters with significant difference in progression free survival (PFS) and a marginal difference in overall survival (OS). GISTIC analysis of the two clusters identified altered regions unique to each cluster. Supervised clustering of two independent large cohorts of high-grade serous tumors using the classification scheme derived from the two initial clusters validated our results and identified 8 genomic regions that are distinctly different among the subgroups. These 8 regions map to 8p21.3, 8p23.2, 12p12.1, 17p11.2, 17p12, 19q12, 20q11.21 and 20q13.12; and harbor potential oncogenes and tumor suppressor genes that are likely to be involved in the pathogenesis of ovarian carcinoma. We have identified a set of genetic alterations that could be used for stratification of high-grade serous tumors into clinically relevant treatment subgroups.
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Affiliation(s)
- David A. Engler
- Department of Statistics, Brigham Young University, Provo, Utah, United States of America
| | - Sumeet Gupta
- Whitehead Institute of Biomedical Research, Cambridge, Massachusetts, United States of America
| | - Whitfield B. Growdon
- Department of Vincent Obstetrics and Gynecology, Vincent Center for Reproductive Biology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Ronny I. Drapkin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, United States of America
| | - Mai Nitta
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Petra A. Sergent
- Department of Vincent Obstetrics and Gynecology, Vincent Center for Reproductive Biology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Serena F. Allred
- Department of Statistics, Brigham Young University, Provo, Utah, United States of America
| | - Jenny Gross
- Women's Cancer Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America
| | - Michael T. Deavers
- Department of Pathology and Gynecology Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Wen-Lin Kuo
- Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
| | - Beth Y. Karlan
- Women's Cancer Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America
| | - Bo R. Rueda
- Department of Vincent Obstetrics and Gynecology, Vincent Center for Reproductive Biology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Sandra Orsulic
- Women's Cancer Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, United States of America
| | - David M. Gershenson
- Department of Pathology and Gynecology Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Michael J. Birrer
- Center for Cancer Research, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Joe W. Gray
- Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
| | - Gayatry Mohapatra
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- * E-mail:
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Shen SC, Liao CH, Lo YF, Tsai HP, Kuo WL, Yu CC, Chao TC, Chen MF, Chang HK, Lin YC, Shen WC, Ueng SH, Lee LY, Hsueh S, Huang YT, Chen SC. Favorable outcome of secondary axillary dissection in breast cancer patients with axillary nodal relapse. Ann Surg Oncol 2011; 19:1122-8. [PMID: 21969085 DOI: 10.1245/s10434-011-2082-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2011] [Indexed: 11/18/2022]
Abstract
PURPOSE Little evidence can be found about the long-term outcome of breast cancer patients after axillary lymph node recurrence (ALNR) and its survival benefit after different kinds of management. The present study intends to evaluate the risk factors associated with axillary recurrence after definite surgery for primary breast cancer. The prognosis after ALNR and particularly outcome of different management methods also were studied. METHODS We retrospectively reviewed data from 4,473 patients who were diagnosed with primary breast cancer and received surgical intervention in a single institute from January 1990 to December 2002. Medical files were reviewed and data on survival were updated annually. Risk factors and prognosis of patients with axillary recurrence were analyzed. Breast-cancer-specific survival of patients with ALNR and outcomes after different management methods also were studied. RESULTS After a median follow-up of 70.2 months, axillary recurrence developed in 0.8% of patients. Factors associated with ALNR included: age younger than 40 years, medial tumor location, no initial standard level I & II axillary dissection, and not receiving hormonal therapy. The 5-year breast-cancer-specific survival after ALNR was 57.9%. For patients who received further axillary dissection, the 5-year survival rate was 82.5% compared with 44.9% for patients who did not receive further dissection. CONCLUSIONS ALNR is a rare event in treating breast cancer. Young age at diagnosis and medially located tumor are associated with higher risk, but standardized initial axillary dissection to level II and adjuvant hormonal therapy is protective against ALNR. In patients with ALNR, the outcome is not dismal and survival may be improved if further axillary dissection is given.
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Affiliation(s)
- Shih-Che Shen
- Division of Breast Surgery, Department of General Surgery, Chang Gung Memorial Hospital, Chang Gung University Medical College, Taoyuan, Taiwan
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Gibb WJ, Collisson E, Korkola J, Heiser L, Sadanandam A, Kuo WL, Hu Z, Mao JH, Wang N, Bayani N, Billig J, Ziyad S, Lewis S, Feiler H, Jakkula L, Wolf D, Lenburg M, Spellman P, Gray J. Abstract 1979: Algebraic factorization of gene expression profiles reveals subtype-specific drug sensitivities among 54 breast cancer cell lines. Cancer Res 2010. [DOI: 10.1158/1538-7445.am10-1979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Breast cancer is a heterogeneous disease, with reproducible and prognostically important subclasses. Breast cancer cell lines are widely used to study preclinical investigational agents, but the relationships, if any, between breast cancer subclass and drug response are not well understood. To help bridge this gap, we have profiled drug responses across a large panel of well-annotated breast cancer cell lines. In order to translate in vitro drug responses into clinically useful predictions, it is important that the cell line panel be organized into subtypes representative of the cancer subtype diversity found in the clinic. Recent studies have demonstrated that an algebraic clustering method known as “non-negative matrix factorization” (NMF) can be applied to gene expression profiles to resolve clinically meaningful cancer subtypes in greater detail than achievable using other clustering methods. To test whether NMF improves our ability to resolve drug sensitivities in breast cancer cell lines, we clustered pretreatment gene expression profiles of 54 breast cancer cell lines using two different methods: (1) NMF-based consensus clustering and (2) hierarchical consensus clustering. Using NMF-based consensus, we identified five robust subtypes (two Basal-A, one Basal-B and two Luminal classes). In contrast, using hierarchical consensus clustering, we could identify only three robust subtypes (one Basal-A, one Basal-B and one Luminal class). The drug response profiles were then segregated by subtype to determine whether either of the two clustering methods improves our ability to resolve drug sensitivities. Of the 67 drug compounds included in our study, the 5-subtype NMF-based classification scheme revealed three compounds (AG1024, CPT-11 and topotecan) exhibiting subtype-specific drug effects (p<0.1) that are undetectable using the 3-subtype hierarchical clustering. The statistical significance of drug sensitivity was gauged using the Kruskal-Wallis rank sum test, adjusted for false discovery rate Q=0.05. In conclusion, NMF consensus clustering can be used to detect drug response patterns that would otherwise go undetected.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 101st Annual Meeting of the American Association for Cancer Research; 2010 Apr 17-21; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2010;70(8 Suppl):Abstract nr 1979.
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Affiliation(s)
| | - Eric Collisson
- 2University of California San Francisco, San Francisco, CA
| | - James Korkola
- 1Lawrence Berkeley National Laboratory, Berkeley, CA
| | - Laura Heiser
- 1Lawrence Berkeley National Laboratory, Berkeley, CA
| | | | - Wen-Lin Kuo
- 1Lawrence Berkeley National Laboratory, Berkeley, CA
| | - Zhi Hu
- 1Lawrence Berkeley National Laboratory, Berkeley, CA
| | - Jian-Hua Mao
- 1Lawrence Berkeley National Laboratory, Berkeley, CA
| | - Nicholas Wang
- 1Lawrence Berkeley National Laboratory, Berkeley, CA
| | - Nora Bayani
- 1Lawrence Berkeley National Laboratory, Berkeley, CA
| | | | | | - Sophi Lewis
- 1Lawrence Berkeley National Laboratory, Berkeley, CA
| | - Heidi Feiler
- 1Lawrence Berkeley National Laboratory, Berkeley, CA
| | | | - Denise Wolf
- 1Lawrence Berkeley National Laboratory, Berkeley, CA
| | | | - Paul Spellman
- 1Lawrence Berkeley National Laboratory, Berkeley, CA
| | - Joe Gray
- 1Lawrence Berkeley National Laboratory, Berkeley, CA
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Kuo WL, Das D, Ziyad S, Bhattacharya S, Gibb WJ, Heiser LM, Sadanandam A, Fontenay GV, Hu Z, Wang NJ, Bayani N, Feiler HS, Neve RM, Wyrobek AJ, Spellman PT, Marton LJ, Gray JW. A systems analysis of the chemosensitivity of breast cancer cells to the polyamine analogue PG-11047. BMC Med 2009; 7:77. [PMID: 20003408 PMCID: PMC2803786 DOI: 10.1186/1741-7015-7-77] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2009] [Accepted: 12/14/2009] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Polyamines regulate important cellular functions and polyamine dysregulation frequently occurs in cancer. The objective of this study was to use a systems approach to study the relative effects of PG-11047, a polyamine analogue, across breast cancer cells derived from different patients and to identify genetic markers associated with differential cytotoxicity. METHODS A panel of 48 breast cell lines that mirror many transcriptional and genomic features present in primary human breast tumours were used to study the antiproliferative activity of PG-11047. Sensitive cell lines were further examined for cell cycle distribution and apoptotic response. Cell line responses, quantified by the GI50 (dose required for 50% relative growth inhibition) were correlated with the omic profiles of the cell lines to identify markers that predict response and cellular functions associated with drug sensitivity. RESULTS The concentrations of PG-11047 needed to inhibit growth of members of the panel of breast cell lines varied over a wide range, with basal-like cell lines being inhibited at lower concentrations than the luminal cell lines. Sensitive cell lines showed a significant decrease in S phase fraction at doses that produced little apoptosis. Correlation of the GI50 values with the omic profiles of the cell lines identified genomic, transcriptional and proteomic variables associated with response. CONCLUSIONS A 13-gene transcriptional marker set was developed as a predictor of response to PG-11047 that warrants clinical evaluation. Analyses of the pathways, networks and genes associated with response to PG-11047 suggest that response may be influenced by interferon signalling and differential inhibition of aspects of motility and epithelial to mesenchymal transition.
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Affiliation(s)
- Wen-Lin Kuo
- Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA.
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Korkola J, Bayani N, Cooper B, Kuo WL, Billig J, Ziyad S, Feiler H, Spellman P, Wooster R, Gray JW. Abstract A179: Synergistic interactions of Lapatinib and an AKT inhibitor in HER2 positive breast cancer cell lines depends on PI3K pathway status. Mol Cancer Ther 2009. [DOI: 10.1158/1535-7163.targ-09-a179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Purpose: Lapatinib is a dual inhibitor of EGFR/HER2. Recent evidence suggests that resistance to HER2 inhibition by lapatinib may be in part due to re-activation of PI3K-AKT signaling mediated by HER3. The purpose of this study was to screen lapatinib in combination with a pan-AKT inhibitor in a panel of HER2 amplified breast cancer cell lines to determine if this dual inhibition had synergistic effects in preventing cell line growth.
Methods: Cell lines were treated in triplicate with nine two-fold serial dilutions of lapatinib, AKTi, or a combination of the two for 72 hours. Growth was measured using a cell titer glo assay (Promega) and growth inhibition (GI) was measured using standard techniques. Synergistic interactions were measured by the median effect method and reported as a combination index using the Synergy module in R.
Results: Of 11 HER2 positive cell lines tested, four showed strong evidence of synergy in more than half of the nine concentrations used. Five cell lines showed little or no synergy (and even some evidence of antagonism). The remaining two cell lines showed an intermediate response. Of the four lines with synergy, all were mutant for PIK3CA, while only one of the five lines that did not show strong synergy was mutant for PIK3CA. Interestingly, this line did show significant synergy at one dose combination, suggesting that it was likely to be more sensitive to lapatinib + AKTi than the other four lines. From microarray data, we identified two probe sets (representing one gene, SASH1) at a False Discover Rate of less than 5% that showed a significant association between expression and response. SASH1 has previously been implicated as a tumor suppressor gene in breast, although at this point, it is unclear whether it plays any functional role or is simply a marker for synergistic response to lapatinib and AKTi.
Conclusions: Our work demonstrates that a combination of lapatinib plus and AKT inhibitor may be beneficial in HER2 positive patients who also have PI3K pathway mutations. Care should be taken in screening patients prior to treatment, as the combination was found to be antagonistic in some cell lines that did not have PIK3CA mutations. SASH1 may be a useful screening tool in identifying such patients.
Citation Information: Mol Cancer Ther 2009;8(12 Suppl):A179.
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Matsumura N, Huang Z, Baba T, Lee PS, Barnett JC, Mori S, Chang JT, Kuo WL, Gusberg AH, Whitaker RS, Gray JW, Fujii S, Berchuck A, Murphy SK. Yin yang 1 modulates taxane response in epithelial ovarian cancer. Mol Cancer Res 2009; 7:210-20. [PMID: 19208743 DOI: 10.1158/1541-7786.mcr-08-0255] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Survival of ovarian cancer patients is largely dictated by their response to chemotherapy, which depends on underlying molecular features of the malignancy. We previously identified YIN YANG 1 (YY1) as a gene whose expression is positively correlated with ovarian cancer survival. Herein, we investigated the mechanistic basis of this association. Epigenetic and genetic characteristics of YY1 in serous epithelial ovarian cancer were analyzed along with YY1 mRNA and protein. Patterns of gene expression in primary serous epithelial ovarian cancer and in the NCI60 database were investigated using computational methods. YY1 function and modulation of chemotherapeutic response in vitro was studied using small interfering RNA knockdown. Microarray analysis showed strong positive correlation between expression of YY1 and genes with YY1 and transcription factor E2F binding motifs in ovarian cancer and in the NCI60 cancer cell lines. Clustering of microarray data for these genes revealed that high YY1/E2F3 activity positively correlates with survival of patients treated with the microtubule-stabilizing drug paclitaxel. Increased sensitivity to taxanes, but not to DNA cross-linking platinum agents, was also characteristic of NCI60 cancer cell lines with a high YY1/E2F signature. YY1 knockdown in ovarian cancer cell lines results in inhibition of anchorage-independent growth, motility, and proliferation but also increases resistance to taxanes, with no effect on cisplatin sensitivity. These results, together with the prior demonstration of augmentation of microtubule-related genes by E2F3, suggest that enhanced taxane sensitivity in tumors with high YY1/E2F activity may be mediated by modulation of putative target genes with microtubule function.
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Affiliation(s)
- Noriomi Matsumura
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC 27708, USA
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Mirzoeva OK, Das D, Heiser LM, Bhattacharya S, Siwak D, Gendelman R, Bayani N, Wang NJ, Neve RM, Guan Y, Hu Z, Knight Z, Feiler HS, Gascard P, Parvin B, Spellman PT, Shokat KM, Wyrobek AJ, Bissell MJ, McCormick F, Kuo WL, Mills GB, Gray JW, Korn WM. Basal subtype and MAPK/ERK kinase (MEK)-phosphoinositide 3-kinase feedback signaling determine susceptibility of breast cancer cells to MEK inhibition. Cancer Res 2009; 69:565-72. [PMID: 19147570 PMCID: PMC2737189 DOI: 10.1158/0008-5472.can-08-3389] [Citation(s) in RCA: 305] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Specific inhibitors of mitogen-activated protein kinase/extracellular signal-regulated kinase (ERK) kinase (MEK) have been developed that efficiently inhibit the oncogenic RAF-MEK-ERK pathway. We used a systems-based approach to identify breast cancer subtypes particularly susceptible to MEK inhibitors and to understand molecular mechanisms conferring resistance to such compounds. Basal-type breast cancer cells were found to be particularly susceptible to growth inhibition by small-molecule MEK inhibitors. Activation of the phosphatidylinositol 3-kinase (PI3K) pathway in response to MEK inhibition through a negative MEK-epidermal growth factor receptor-PI3K feedback loop was found to limit efficacy. Interruption of this feedback mechanism by targeting MEK and PI3K produced synergistic effects, including induction of apoptosis and, in some cell lines, cell cycle arrest and protection from apoptosis induced by proapoptotic agents. These findings enhance our understanding of the interconnectivity of oncogenic signal transduction circuits and have implications for the design of future clinical trials of MEK inhibitors in breast cancer by guiding patient selection and suggesting rational combination therapies.
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Affiliation(s)
- Olga K. Mirzoeva
- Division of Gastroenterology, Department of Medicine, University of California, San Francisco, California
| | - Debopriya Das
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - Laura M. Heiser
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | | | - Doris Siwak
- Department of Systems Biology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - Rina Gendelman
- Division of Gastroenterology, Department of Medicine, University of California, San Francisco, California
| | - Nora Bayani
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - Nicholas J. Wang
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - Richard M. Neve
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - Yinghui Guan
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - Zhi Hu
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - Zachary Knight
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, California
| | - Heidi S. Feiler
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - Philippe Gascard
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - Bahram Parvin
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - Paul T. Spellman
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - Kevan M. Shokat
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, California
| | - Andrew J. Wyrobek
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - Mina J. Bissell
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - Frank McCormick
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California
| | - Wen-Lin Kuo
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - Gordon B. Mills
- Department of Systems Biology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - Joe W. Gray
- Lawrence Berkeley National Laboratory, Life Sciences Division, Berkeley, California
| | - W. Michael Korn
- Division of Gastroenterology, Department of Medicine, University of California, San Francisco, California,Divisions of Gastroenterology and Hematology/Oncology, Department of Medicine, University of California, San Francisco, California
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Mukherjee S, Pelech S, Neve RM, Kuo WL, Ziyad S, Spellman PT, Gray JW, Speed TP. Sparse combinatorial inference with an application in cancer biology. Bioinformatics 2008; 25:265-71. [PMID: 19038985 DOI: 10.1093/bioinformatics/btn611] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
MOTIVATION Combinatorial effects, in which several variables jointly influence an output or response, play an important role in biological systems. In many settings, Boolean functions provide a natural way to describe such influences. However, biochemical data using which we may wish to characterize such influences are usually subject to much variability. Furthermore, in high-throughput biological settings Boolean relationships of interest are very often sparse, in the sense of being embedded in an overall dataset of higher dimensionality. This motivates a need for statistical methods capable of making inferences regarding Boolean functions under conditions of noise and sparsity. RESULTS We put forward a statistical model for sparse, noisy Boolean functions and methods for inference under the model. We focus on the case in which the form of the underlying Boolean function, as well as the number and identity of its inputs are all unknown. We present results on synthetic data and on a study of signalling proteins in cancer biology.
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Affiliation(s)
- Sach Mukherjee
- Department of Statistics, University of Warwick, Coventry, UK.
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22
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Stemke-Hale K, Gonzalez-Angulo AM, Lluch A, Neve RM, Kuo WL, Davies M, Carey M, Hu Z, Guan Y, Sahin A, Symmans WF, Pusztai L, Nolden LK, Horlings H, Berns K, Hung MC, van de Vijver MJ, Valero V, Gray JW, Bernards R, Mills GB, Hennessy BT. An integrative genomic and proteomic analysis of PIK3CA, PTEN, and AKT mutations in breast cancer. Cancer Res 2008; 68:6084-91. [PMID: 18676830 DOI: 10.1158/0008-5472.can-07-6854] [Citation(s) in RCA: 793] [Impact Index Per Article: 49.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Phosphatidylinositol 3-kinase (PI3K)/AKT pathway aberrations are common in cancer. By applying mass spectroscopy-based sequencing and reverse-phase protein arrays to 547 human breast cancers and 41 cell lines, we determined the subtype specificity and signaling effects of PIK3CA, AKT, and PTEN mutations and the effects of PIK3CA mutations on responsiveness to PI3K inhibition in vitro and on outcome after adjuvant tamoxifen. PIK3CA mutations were more common in hormone receptor-positive (34.5%) and HER2-positive (22.7%) than in basal-like tumors (8.3%). AKT1 (1.4%) and PTEN (2.3%) mutations were restricted to hormone receptor-positive cancers. Unlike AKT1 mutations that were absent from cell lines, PIK3CA (39%) and PTEN (20%) mutations were more common in cell lines than tumors, suggesting a selection for these but not AKT1 mutations during adaptation to culture. PIK3CA mutations did not have a significant effect on outcome after adjuvant tamoxifen therapy in 157 hormone receptor-positive breast cancer patients. PIK3CA mutations, in comparison with PTEN loss and AKT1 mutations, were associated with significantly less and inconsistent activation of AKT and of downstream PI3K/AKT signaling in tumors and cell lines. PTEN loss and PIK3CA mutation were frequently concordant, suggesting different contributions to pathophysiology. PTEN loss rendered cells significantly more sensitive to growth inhibition by the PI3K inhibitor LY294002 than did PIK3CA mutations. Thus, PI3K pathway aberrations likely play a distinct role in the pathogenesis of different breast cancer subtypes. The specific aberration present may have implications for the selection of PI3K-targeted therapies in hormone receptor-positive breast cancer.
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Affiliation(s)
- Katherine Stemke-Hale
- Department of Systems Biology, The University of Texas MD Anderson Cancer, Houston, Texas 77030, USA
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23
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Guan Y, Kuo WL, Stilwell JL, Takano H, Lapuk AV, Fridlyand J, Mao JH, Yu M, Miller MA, Santos JL, Kalloger SE, Carlson JW, Ginzinger DG, Celniker SE, Mills GB, Huntsman DG, Gray JW. Amplification of PVT1 contributes to the pathophysiology of ovarian and breast cancer. Clin Cancer Res 2007; 13:5745-55. [PMID: 17908964 DOI: 10.1158/1078-0432.ccr-06-2882] [Citation(s) in RCA: 294] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
PURPOSE This study was designed to elucidate the role of amplification at 8q24 in the pathophysiology of ovarian and breast cancer because increased copy number at this locus is one of the most frequent genomic abnormalities in these cancers. EXPERIMENTAL DESIGN To accomplish this, we assessed the association of amplification at 8q24 with outcome in ovarian cancers using fluorescence in situ hybridization to tissue microarrays and measured responses of ovarian and breast cancer cell lines to specific small interfering RNAs against the oncogene MYC and a putative noncoding RNA, PVT1, both of which map to 8q24. RESULTS Amplification of 8q24 was associated with significantly reduced survival duration. In addition, small interfering RNA-mediated reduction in either PVT1 or MYC expression inhibited proliferation in breast and ovarian cancer cell lines in which they were both amplified and overexpressed but not in lines in which they were not amplified/overexpressed. Inhibition of PVT1 expression also induced a strong apoptotic response in cell lines in which it was overexpressed but not in lines in which it was not amplified/overexpressed. Inhibition of MYC, on the other hand, did not induce an apoptotic response in cell lines in which MYC was amplified and overexpressed. CONCLUSIONS These results suggest that MYC and PVT1 contribute independently to ovarian and breast pathogenesis when overexpressed because of genomic abnormalities. They also suggest that PVT1-mediated inhibition of apoptosis may explain why amplification of 8q24 is associated with reduced survival duration in patients treated with agents that act through apoptotic mechanisms.
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Affiliation(s)
- Yinghui Guan
- Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
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24
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Nanjundan M, Nakayama Y, Cheng KW, Lahad J, Liu J, Lu K, Kuo WL, Smith-McCune K, Fishman D, Gray JW, Mills GB. Amplification of MDS1/EVI1 and EVI1, located in the 3q26.2 amplicon, is associated with favorable patient prognosis in ovarian cancer. Cancer Res 2007; 67:3074-84. [PMID: 17409414 DOI: 10.1158/0008-5472.can-06-2366] [Citation(s) in RCA: 100] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Increased copy number involving chromosome 3q26 is a frequent and early event in cancers of the ovary, lung, head and neck, cervix, and BRCA1 positive and basal breast cancers. The p110alpha catalytic subunit of phosphoinositide-3-kinase (PI3KCA) and protein kinase Ciota (PKCiota) have previously been shown as functionally deregulated by 3q copy number increase. High-resolution array comparative genomic hybridization of 235 high-grade serous epithelial ovarian cancers using contiguous bacterial artificial chromosomes across 3q26 delineated an approximately 2 Mb-wide region at 3q26.2 encompassing PDCD10 to MYNN (chr3:168722613-170908630). Ecotropic viral integration site-1 (EVI1) and myelodysplastic syndrome 1 (MDS1) are located at the center of this region, and their DNA copy number increases are associated with at least 5-fold increased RNA transcript levels in 83% and 98% of advanced ovarian cancers, respectively. Moreover, MDS1/EVI1 and EVI1 protein levels are increased in ovarian cancers and cancer cell lines. EVI1 and MDS1/EVI1 gene products increased cell proliferation, migration, and decreased transforming growth factor-beta-mediated plasminogen activator inhibitor-1 promoter activity in ovarian epithelial cells. Intriguingly, the increases in EVI1 DNA copy number and MDS1/EVI1 transcripts are associated with improved patient outcomes, whereas EVI1 transcript levels are associated with a poor patient survival. Thus, the favorable patient prognosis associated with increased DNA copy number seems to be as a result of high-level expression of the fusion transcript MDS1/EVI1. Collectively, these studies suggest that MDS1/EVI1 and EVI1, previously implicated in acute myelogenous leukemia, contribute to the pathophysiology of epithelial ovarian cancer.
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Affiliation(s)
- Meera Nanjundan
- Department of Molecular Therapeutics, M. D. Anderson Cancer Center, University of Texas, Houston, Texas, USA.
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25
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Li P, Maines-Bandiera S, Kuo WL, Guan Y, Sun Y, Hills M, Huang G, Collins CC, Leung PCK, Gray JW, Auersperg N. Multiple roles of the candidate oncogene ZNF217 in ovarian epithelial neoplastic progression. Int J Cancer 2007; 120:1863-73. [PMID: 17266044 DOI: 10.1002/ijc.22300] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The transcription factor ZNF217 is often amplified in ovarian cancer, but its role in neoplastic progression is unknown. We introduced ZNF217-HA by adenoviral and retroviral infection into normal human ovarian surface epithelial cells (OSE), i.e., the source of ovarian cancer, and into SV40 Tag/tag expressing, p53/pRB-deficient OSE with extended but finite life spans (IOSE). In OSE, ZNF217-HA reduced cell-substratum adhesion and accelerated loss of senescent cells, but caused no obvious proneoplastic changes. In contrast, ZNF217-HA transduction into IOSE yielded two permanent lines, I-80RZ and I-144RZ, which exhibited telomerase activity, stable telomere lengths, anchorage independence and reduced serum dependence, but were not tumorigenic in SCID mice. This immortalization required short-term EGF treatment near the time of crisis. The permanent lines were EGF-independent, but ZNF217-dependent since siRNA to ZNF217 inhibited anchorage independence and arrested growth. Array CGH revealed genomic changes resembling those of ovarian carcinomas, such as amplicons at 3q and 20q, and deletions at 4q and 18, associated with underexpressed annexin A10, N-cadherin, desmocollin 3 and PAI-2, which have been reported as tumor suppressors. The lines overexpressed EEF1A2, SMARA3 and STAT1 and underexpressed other oncogenes, tumor suppressors and extracellular matrix/adhesion genes. The results implicate ZNF217 as an ovarian oncogene, which is detrimental to senescing normal OSE cells but contributes to neoplastic progression in OSE with inactivated p53/RB. The resemblance of the genomic changes in the ZNF217-overexpressing lines to ovarian carcinomas provides a unique model to investigate interrelationships between these changes and ovarian neoplastic phenotypes.
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Affiliation(s)
- Peixiang Li
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, BC, Canada
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26
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Neve RM, Chin K, Fridlyand J, Yeh J, Baehner FL, Fevr T, Clark L, Bayani N, Coppe JP, Tong F, Speed T, Spellman PT, DeVries S, Lapuk A, Wang NJ, Kuo WL, Stilwell JL, Pinkel D, Albertson DG, Waldman FM, McCormick F, Dickson RB, Johnson MD, Lippman M, Ethier S, Gazdar A, Gray JW. A collection of breast cancer cell lines for the study of functionally distinct cancer subtypes. Cancer Cell 2006; 10:515-27. [PMID: 17157791 PMCID: PMC2730521 DOI: 10.1016/j.ccr.2006.10.008] [Citation(s) in RCA: 2379] [Impact Index Per Article: 132.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2006] [Revised: 09/05/2006] [Accepted: 10/17/2006] [Indexed: 01/18/2023]
Abstract
Recent studies suggest that thousands of genes may contribute to breast cancer pathophysiologies when deregulated by genomic or epigenomic events. Here, we describe a model "system" to appraise the functional contributions of these genes to breast cancer subsets. In general, the recurrent genomic and transcriptional characteristics of 51 breast cancer cell lines mirror those of 145 primary breast tumors, although some significant differences are documented. The cell lines that comprise the system also exhibit the substantial genomic, transcriptional, and biological heterogeneity found in primary tumors. We show, using Trastuzumab (Herceptin) monotherapy as an example, that the system can be used to identify molecular features that predict or indicate response to targeted therapies or other physiological perturbations.
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Affiliation(s)
- Richard M Neve
- Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94270, USA.
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27
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Chin K, DeVries S, Fridlyand J, Spellman PT, Roydasgupta R, Kuo WL, Lapuk A, Neve RM, Qian Z, Ryder T, Chen F, Feiler H, Tokuyasu T, Kingsley C, Dairkee S, Meng Z, Chew K, Pinkel D, Jain A, Ljung BM, Esserman L, Albertson DG, Waldman FM, Gray JW. Genomic and transcriptional aberrations linked to breast cancer pathophysiologies. Cancer Cell 2006; 10:529-41. [PMID: 17157792 DOI: 10.1016/j.ccr.2006.10.009] [Citation(s) in RCA: 931] [Impact Index Per Article: 51.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2006] [Revised: 08/19/2006] [Accepted: 10/06/2006] [Indexed: 02/07/2023]
Abstract
This study explores the roles of genome copy number abnormalities (CNAs) in breast cancer pathophysiology by identifying associations between recurrent CNAs, gene expression, and clinical outcome in a set of aggressively treated early-stage breast tumors. It shows that the recurrent CNAs differ between tumor subtypes defined by expression pattern and that stratification of patients according to outcome can be improved by measuring both expression and copy number, especially high-level amplification. Sixty-six genes deregulated by the high-level amplifications are potential therapeutic targets. Nine of these (FGFR1, IKBKB, ERBB2, PROCC, ADAM9, FNTA, ACACA, PNMT, and NR1D1) are considered druggable. Low-level CNAs appear to contribute to cancer progression by altering RNA and cellular metabolism.
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Affiliation(s)
- Koei Chin
- Comprehensive Cancer Center, 2340 Sutter Street, University of California, San Francisco, San Francisco, California 94143
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Zhou Q, Cheung YB, Jada SR, Lim WT, Kuo WL, Gray JW, Lee ASG, Chowbay B. EGFR Intron 1 polymorphism in Asian Populations and its correlation with EGFR gene expression and amplification in breast tumor tissues. Cancer Biol Ther 2006; 5:1445-9. [PMID: 17102595 DOI: 10.4161/cbt.5.11.3457] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
AIM The purpose of this study was to test the hypothesis if longer CA dinucleotide repeats are more common in the Asian population and also to gain insights into the interplay between the CA dinucleotide repeats and the frequencies of EGFR gene expression and amplifications as this might have therapeutic implications with regards to treatment with tyrosine kinase inhibitors. MATERIALS AND METHODS The EGFR intron 1 polymorphism was analysed in three distinct healthy Asian subjects, namely, Chinese (N = 96), Malays (N = 98) and Indians (N = 100). Comparative genomic hybridisation was performed to investigate for changes in DNA copy number in relation to the polymorphic CA dinucleotide repeats in breast tumor tissues (N = 22). RESULTS The frequency of short alleles with 14 and 15 CA repeats were most common in the Asian populations and significantly higher than those reported for Caucasians. The frequency of 20 CA repeats was 5%, almost 13-fold lower than previous reports. EGFR amplifications were detected in 23% and 11% of breast tumor tissues harboring short and long CA repeats, respectively. CONCLUSION Our results show that the frequency of alleles encoding for short CA dinucleotide repeats is common in Asian populations. EGFR expression and amplification levels were also higher in Asian breast tumor tissues with short CA dinucleotide repeats. These findings suggest that the EGFR intron 1 polymorphism may influence response to treatment with tyrosine kinase inhibitors in breast cancer patients and further studies are warranted.
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Affiliation(s)
- Qingyu Zhou
- Laboratory of Clinical Pharmacology, National Cancer Centre, Singapore
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29
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Bussey KJ, Chin K, Lababidi S, Reimers M, Reinhold WC, Kuo WL, Gwadry F, Ajay, Kouros-Mehr H, Fridlyand J, Jain A, Collins C, Nishizuka S, Tonon G, Roschke A, Gehlhaus K, Kirsch I, Scudiero DA, Gray JW, Weinstein JN. Integrating data on DNA copy number with gene expression levels and drug sensitivities in the NCI-60 cell line panel. Mol Cancer Ther 2006; 5:853-67. [PMID: 16648555 DOI: 10.1158/1535-7163.mct-05-0155] [Citation(s) in RCA: 123] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Chromosome rearrangement, a hallmark of cancer, has profound effects on carcinogenesis and tumor phenotype. We used a panel of 60 human cancer cell lines (the NCI-60) as a model system to identify relationships among DNA copy number, mRNA expression level, and drug sensitivity. For each of 64 cancer-relevant genes, we calculated all 4,096 possible Pearson's correlation coefficients relating DNA copy number (assessed by comparative genomic hybridization using bacterial artificial chromosome microarrays) and mRNA expression level (determined using both cDNA and Affymetrix oligonucleotide microarrays). The analysis identified an association of ERBB2 overexpression with 3p copy number, a finding supported by data from human tumors and a mouse model of ERBB2-induced carcinogenesis. When we examined the correlation between DNA copy number for all 353 unique loci on the bacterial artificial chromosome microarray and drug sensitivity for 118 drugs with putatively known mechanisms of action, we found a striking negative correlation (-0.983; 95% bootstrap confidence interval, -0.999 to -0.899) between activity of the enzyme drug L-asparaginase and DNA copy number of genes near asparagine synthetase in the ovarian cancer cells. Previous analysis of drug sensitivity and mRNA expression had suggested an inverse relationship between mRNA levels of asparagine synthetase and L-asparaginase sensitivity in the NCI-60. The concordance of pharmacogenomic findings at the DNA and mRNA levels strongly suggests further study of L-asparaginase for possible treatment of a low-synthetase subset of clinical ovarian cancers. The DNA copy number database presented here will enable other investigators to explore DNA transcript-drug relationships in their own domains of research focus.
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Affiliation(s)
- Kimberly J Bussey
- Laboratory of Molecular Pharmacology, National Cancer Institute, Building 37, Room 5056, NIH, MSC 4255, 9000 Rockville Pike, Bethesda, MD 20892-4255, USA
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Hui ABY, Takano H, Lo KW, Kuo WL, Lam CNY, Tong CYK, Chang Q, Gray JW, Ng HK. Identification of a novel homozygous deletion region at 6q23.1 in medulloblastomas using high-resolution array comparative genomic hybridization analysis. Clin Cancer Res 2005; 11:4707-16. [PMID: 16000565 DOI: 10.1158/1078-0432.ccr-05-0128] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE The aim of this study is to comprehensively characterize genome copy number aberrations in medulloblastomas using high-resolution array comparative genomic hybridization. EXPERIMENTAL DESIGN High-density genomic arrays containing 1,803 BAC clones were used to define recurrent chromosomal regions of gains or losses throughout the whole genome of medulloblastoma. A series of 3 medulloblastoma cell lines and 16 primary tumors were investigated. RESULTS The detected consistent chromosomal aberrations included gains of 1q21.3-q23.1 (36.8%), 1q32.1 (47.4%), 2p23.1-p25.3 (52.6%), 7 (57.9%), 9q34.13-q34.3 (47.4%), 17p11.2-q25.3 (89.5%), and 20q13.31-q13.33 (42.1%), as well as losses of 3q26.1 (57.9%), 4q31.23-q32.3 (42.1%), 6q23.1-25.3 (57.9%), 8p22-23.3 (79%), 10q24.32-26.2 (57.9%), and 16q23.2-q24.3 (63.2%). One of the most notable aberrations was a homozygous deletion on chromosome 6q23 in the cell line DAOY, and single copy loss on 30.3% primary tumors. Further analyses defined a 0.887 Mbp minimal region of homozygous deletion at 6q23.1 flanked by markers SHGC-14149 (6q22.33) and SHGC-110551 (6q23.1). Quantitative reverse transcription-PCR analysis showed complete loss of expression of two genes located at 6q23.1, AK091351 (hypothetical protein FLJ34032) and KIAA1913, in the cell line DAOY. mRNA levels of these genes was reduced in cell lines D283 and D384, and in 50% and 70% of primary tumors, respectively. CONCLUSION Current array comparative genomic hybridization analysis generates a comprehensive pattern of chromosomal aberrations in medulloblastomas. This information will lead to a better understanding of medulloblastoma tumorigenesis. The delineated regions of gains or losses will indicate locations of medulloblastoma-associated genes. A 0.887 Mbp homozygous deletion region was newly identified at 6q23.1. Frequent detection of reduced expression of AK091351 and KIAA1913 genes implicates them as suppressors of medulloblastoma tumorigenesis.
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Affiliation(s)
- Angela B Y Hui
- Department of Anatomical and Cellular Pathology, Chinese University of Hong Kong, Hong Kong SAR, PR China
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31
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Hui ABY, Or YYY, Takano H, Tsang RKY, To KF, Guan XY, Sham JST, Hung KWK, Lam CNY, van Hasselt CA, Kuo WL, Gray JW, Huang DP, Lo KW. Array-based comparative genomic hybridization analysis identified cyclin D1 as a target oncogene at 11q13.3 in nasopharyngeal carcinoma. Cancer Res 2005; 65:8125-33. [PMID: 16166286 DOI: 10.1158/0008-5472.can-05-0648] [Citation(s) in RCA: 83] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Nasopharyngeal carcinoma is highly prevalent in Southern China and Southeast Asia. To unveil the molecular basis of this endemic disease, high-resolution comparative genomic hybridization arrays were used for systematic investigation of genomic abnormalities in 26 nasopharyngeal carcinoma samples. A comprehensive picture of genetic lesions associated with tumorigenesis of nasopharyngeal carcinoma was generated. Consistent chromosomal gains were frequently found on 1q, 3q, 8q, 11q, 12p, and 12q. High incidences of nonrandom losses were identified on chromosomes 3p, 9p, 11q, 14q, and 16q. In addition to previously characterized regions, we have identified several novel minimal regions of gains, including 3q27.3-28, 8q21-24, 11q13.1-13.3, and 12q13, which may harbor candidate nasopharyngeal carcinoma-associated oncogenes. In this study, gain of 11q13.1-13.3 was the most frequently detected chromosomal aberration and a 5.3-Mb amplicon was delineated at this region. Within this 11q13 amplicon, concordant amplification and overexpression of cyclin D1 (CCND1) oncogene was found in nasopharyngeal carcinoma cell lines, xenografts, and primary tumors. Knockdown of cyclin D1 by small interfering RNA in nasopharyngeal carcinoma cell lines led to significant decrease of cell proliferation. The findings suggest that cyclin D1 is a target oncogene at 11q13 in nasopharyngeal carcinoma and its activation plays a significant role in nasopharyngeal carcinoma tumorigenesis.
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Affiliation(s)
- Angela Bik-Yu Hui
- Departments of Anatomical and Cellular Pathology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong SAR
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Kresse SH, Berner JM, Meza-Zepeda LA, Gregory SG, Kuo WL, Gray JW, Forus A, Myklebost O. Mapping and characterization of the amplicon near APOA2 in 1q23 in human sarcomas by FISH and array CGH. Mol Cancer 2005; 4:39. [PMID: 16274472 PMCID: PMC1308856 DOI: 10.1186/1476-4598-4-39] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2005] [Accepted: 11/07/2005] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Amplification of the q21-q23 region on chromosome 1 is frequently found in sarcomas and a variety of other solid tumours. Previous analyses of sarcomas have indicated the presence of at least two separate amplicons within this region, one located in 1q21 and one located near the apolipoprotein A-II (APOA2) gene in 1q23. In this study we have mapped and characterized the amplicon in 1q23 in more detail. RESULTS We have used fluorescence in situ hybridisation (FISH) and microarray-based comparative genomic hybridisation (array CGH) to map and define the borders of the amplicon in 10 sarcomas. A subregion of approximately 800 kb was identified as the core of the amplicon. The amplification patterns of nine possible candidate target genes located to this subregion were determined by Southern blot analysis. The genes activating transcription factor 6 (ATF6) and dual specificity phosphatase 12 (DUSP12) showed the highest level of amplification, and they were also shown to be over-expressed by quantitative real-time reverse transcription PCR (RT-PCR). In general, the level of expression reflected the level of amplification in the different tumours. DUSP12 was expressed significantly higher than ATF6 in a subset of the tumours. In addition, two genes known to be transcriptionally activated by ATF6, glucose-regulated protein 78 kDa and -94 kDa (GRP78 and GRP94), were shown to be over-expressed in the tumours that showed over-expression of ATF6. CONCLUSION ATF6 and DUSP12 seem to be the most likely candidate target genes for the 1q23 amplification in sarcomas. Both genes have possible roles in promoting cell growth, which makes them interesting candidate targets.
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Affiliation(s)
- Stine H Kresse
- Department of Tumour Biology, The Norwegian Radium Hospital, Oslo, Norway
- Faculty of Medicine, University of Oslo, Norway
| | | | | | - Simon G Gregory
- Center for Human Genetics, Duke University Medical Center, Durham, USA
| | - Wen-Lin Kuo
- Comprehensive Cancer Centre, University of California San Francisco, USA
| | - Joe W Gray
- Comprehensive Cancer Centre, University of California San Francisco, USA
| | - Anne Forus
- Department of Tumour Biology, The Norwegian Radium Hospital, Oslo, Norway
| | - Ola Myklebost
- Department of Tumour Biology, The Norwegian Radium Hospital, Oslo, Norway
- Department of Molecular Biosciences, University of Oslo, Norway
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Meza-Zepeda LA, Kresse SH, Barragan-Polania AH, Tveito S, Wang J, Kristiansen BE, Kuo WL, Maelandsmo GM, Fodstad O, Gregory SG, Gray JW, Myklebost O. P50: Profiling DNA copy number changes in sarcomas by array comparative genomic hybridisation. Eur J Med Genet 2005. [DOI: 10.1016/j.ejmg.2005.10.089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Gupta PB, Kuperwasser C, Brunet JP, Ramaswamy S, Kuo WL, Gray JW, Naber SP, Weinberg RA. The melanocyte differentiation program predisposes to metastasis after neoplastic transformation. Nat Genet 2005; 37:1047-54. [PMID: 16142232 PMCID: PMC1694635 DOI: 10.1038/ng1634] [Citation(s) in RCA: 339] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2005] [Accepted: 07/12/2005] [Indexed: 11/09/2022]
Abstract
The aggressive clinical behavior of melanoma suggests that the developmental origins of melanocytes in the neural crest might be relevant to their metastatic propensity. Here we show that primary human melanocytes, transformed using a specific set of introduced genes, form melanomas that frequently metastasize to multiple secondary sites, whereas human fibroblasts and epithelial cells transformed using an identical set of genes generate primary tumors that rarely do so. Notably, these melanomas have a metastasis spectrum similar to that observed in humans with melanoma. These observations indicate that part of the metastatic proclivity of melanoma is attributable to lineage-specific factors expressed in melanocytes and not in other cell types analyzed. Analysis of microarray data from human nevi shows that the expression pattern of Slug, a master regulator of neural crest cell specification and migration, correlates with those of other genes that are important for neural crest cell migrations during development. Moreover, Slug is required for the metastasis of the transformed melanoma cells. These findings indicate that melanocyte-specific factors present before neoplastic transformation can have a pivotal role in governing melanoma progression.
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Affiliation(s)
- Piyush B Gupta
- Whitehead Institute for Biomedical Research, Cambridge, Massachusetts 02142, USA
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35
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Cheng KW, Lahad JP, Kuo WL, Lapuk A, Yamada K, Auersperg N, Liu J, Smith-McCune K, Lu KH, Fishman D, Gray JW, Mills GB. The RAB25 small GTPase determines aggressiveness of ovarian and breast cancers. Nat Med 2004; 10:1251-6. [PMID: 15502842 DOI: 10.1038/nm1125] [Citation(s) in RCA: 403] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2004] [Accepted: 08/31/2004] [Indexed: 12/12/2022]
Abstract
High-density array comparative genomic hybridization (CGH) showed amplification of chromosome 1q22 centered on the RAB25 small GTPase, which is implicated in apical vesicle trafficking, in approximately half of ovarian and breast cancers. RAB25 mRNA levels were selectively increased in stage III and IV serous epithelial ovarian cancers compared to other genes within the amplified region, implicating RAB25 as a driving event in the development of the amplicon. Increased DNA copy number or RNA level of RAB25 was associated with markedly decreased disease-free survival or overall survival in ovarian and breast cancers, respectively. Forced expression of RAB25 markedly increased anchorage-dependent and anchorage-independent cell proliferation, prevented apoptosis and anoikis, including that induced by chemotherapy, and increased aggressiveness of cancer cells in vivo. The inhibition of apoptosis was associated with a decrease in expression of the proapoptotic molecules, BAK and BAX, and activation of the antiapoptotic phosphatidylinositol 3 kinase (PI3K) and AKT pathway, providing potential mechanisms for the effects of RAB25 on tumor aggressiveness. Overall, these studies implicate RAB25, and thus the RAB family of small G proteins, in aggressiveness of epithelial cancers.
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Affiliation(s)
- Kwai Wa Cheng
- Department of Molecular Therapeutics, University of Texas MD Anderson Cancer Center, Houston, Texas 77054, USA
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36
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Chin K, de Solorzano CO, Knowles D, Jones A, Chou W, Rodriguez EG, Kuo WL, Ljung BM, Chew K, Myambo K, Miranda M, Krig S, Garbe J, Stampfer M, Yaswen P, Gray JW, Lockett SJ. In situ analyses of genome instability in breast cancer. Nat Genet 2004; 36:984-8. [PMID: 15300252 DOI: 10.1038/ng1409] [Citation(s) in RCA: 295] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2004] [Accepted: 07/01/2004] [Indexed: 01/17/2023]
Abstract
Transition through telomere crisis is thought to be a crucial event in the development of most breast carcinomas. Our goal in this study was to determine where this occurs in the context of histologically defined breast cancer progression. To this end, we assessed genome instability (using fluorescence in situ hybridization) and other features associated with telomere crisis in normal ductal epithelium, usual ductal hyperplasia, ductal carcinoma in situ and invasive cancer. We modeled this process in vitro by measuring these same features in human mammary epithelial cell cultures during ZNF217-mediated transition through telomere crisis and immortalization. Taken together, the data suggest that transition through telomere crisis and immortalization in breast cancer occurs during progression from usual ductal hyperplasia to ductal carcinoma in situ.
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Affiliation(s)
- Koei Chin
- Department of Laboratory Medicine and Comprehensive Cancer Center, University of California San Francisco, California, USA
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37
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Maines-Bandiera SL, Huntsman D, Lestou VS, Kuo WL, Leung PCK, Horsman RD, Wong AST, Woo MMM, Choi KKC, Roskelley CD, Auersperg N. Epithelio-mesenchymal transition in a neoplastic ovarian epithelial hybrid cell line. Differentiation 2004; 72:150-61. [PMID: 15157238 DOI: 10.1111/j.1432-0436.2004.07204003.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
A hybrid cell line, IOSE-Ov29, was created through fusion of cells from the human ovarian adenocarcinoma line OVCAR3 and the non-tumorigenic SV40 Tag-transfected human ovarian surface epithelial line IOSE-29. OVCAR3 cells exhibit a differentiated epithelial phenotype, whereas line IOSE-29 expresses mesenchymal characteristics that were acquired in culture by epithelio-mesenchymal transition. Microsatellite analysis, comparative genomic hybridization (CGH), and MFISH showed the genotype of the IOSE-Ov29 cells to contain components of both parent cell lines, but to be predominantly OVCAR3 derived. IOSE-Ov29 resembled OVCAR3 and differed from IOSE-29 as shown by its unlimited life span, tumorigenicity, epithelial morphology, keratin, occludin, E-cadherin and CA125 expression, increased expression of kinases of the PI3K pathway, and loss of cGMP-dependent protein kinase expression. IOSE-29-derived properties included SV40 Tag expression, growth inhibition by activin, collagen type III secretion, increased adhesion and spreading on tissue culture plastic, and increased growth rate. Proliferation of all three lines was stimulated by FSH and ATP and inhibited by GnRH I and GnRH II. Interestingly, IOSE-Ov29 was more anchorage independent than either parent line and was the only line that invaded Matrigel in Boyden chambers and formed invasive branches in collagen gels. The results indicate that IOSE-Ov29 is an IOSE-29/OVCAR3 hybrid, which differs from both parent lines genetically and phenotypically. Unexpectedly, fusion with the non-tumorigenic IOSE-29 cells enhanced malignancy-associated characteristics of OVCAR3, presumably as a result of the expression of IOSE-29-derived mesenchymal properties that are usually acquired by carcinoma cells through epithelio-mesenchymal transition during metastatic progression.
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Affiliation(s)
- Sarah L Maines-Bandiera
- Department of Obstetrics and Gynaecology, University of British Columbia, BC Women's Hospital, 4490 Oak Street, Vancouver, BC V6H 3V5, Canada
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38
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Lapuk A, Volik S, Vincent R, Chin K, Kuo WL, de Jong P, Collins C, Gray JW. Computational BAC clone contig assembly for comprehensive genome analysis. Genes Chromosomes Cancer 2004; 40:66-71. [PMID: 15034871 DOI: 10.1002/gcc.20016] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Comparative genomic hybridization (CGH) has proved to be a powerful tool for the detection of genome copy number changes in human cancers and in other diseases caused by segmental aneusomies. Array versions of CGH allow the definition of these aberrations, with resolution determined by the size and distribution of the array elements. Resolution approaching 100 kb can be achieved by use of arrays comprising bacterial artificial chromosomes (BACs) distributed contiguously across regions of interest. We describe here a computer program that automatically assembles contigs of minimally overlapping BAC clones, using information about BAC end-sequences and the normal genome DNA sequence. We demonstrate the characteristics of contigs assembled and annotated by use of this approach for regions of recurrent abnormality in human ovarian and breast cancers at chromosome bands 3q25-q27 and 8q24 and chromosome arm 20q. We also show illustrative analyses of regions of amplification in these regions in breast and ovarian tumor cell lines by use of array CGH with arrays comprising contiguous BACs.
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MESH Headings
- Breast Neoplasms/genetics
- Breast Neoplasms/pathology
- Cell Line, Tumor
- Chromosomes, Artificial, Bacterial/genetics
- Chromosomes, Human, Pair 20/genetics
- Chromosomes, Human, Pair 3/genetics
- Computational Biology/methods
- Computational Biology/trends
- Contig Mapping/methods
- Contig Mapping/trends
- DNA, Neoplasm/genetics
- Female
- Genes, Neoplasm/genetics
- Genome, Human
- Humans
- Nucleic Acid Hybridization
- Ovarian Neoplasms/genetics
- Ovarian Neoplasms/pathology
- Software
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Affiliation(s)
- Anna Lapuk
- Department of Laboratory Medicine and UCSF Comprehensive Cancer Center, University of California San Francisco, USA
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39
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Volik S, Zhao S, Chin K, Brebner JH, Herndon DR, Tao Q, Kowbel D, Huang G, Lapuk A, Kuo WL, Magrane G, De Jong P, Gray JW, Collins C. End-sequence profiling: sequence-based analysis of aberrant genomes. Proc Natl Acad Sci U S A 2003; 100:7696-701. [PMID: 12788976 PMCID: PMC164650 DOI: 10.1073/pnas.1232418100] [Citation(s) in RCA: 110] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Genome rearrangements are important in evolution, cancer, and other diseases. Precise mapping of the rearrangements is essential for identification of the involved genes, and many techniques have been developed for this purpose. We show here that end-sequence profiling (ESP) is particularly well suited to this purpose. ESP is accomplished by constructing a bacterial artificial chromosome (BAC) library from a test genome, measuring BAC end sequences, and mapping end-sequence pairs onto the normal genome sequence. Plots of BAC end-sequences density identify copy number abnormalities at high resolution. BACs spanning structural aberrations have end pairs that map abnormally far apart on the normal genome sequence. These pairs can then be sequenced to determine the involved genes and breakpoint sequences. ESP analysis of the breast cancer cell line MCF-7 demonstrated its utility for analysis of complex genomes. End sequencing of approximately 8,000 clones (0.37-fold haploid genome clonal coverage) produced a comprehensive genome copy number map of the MCF-7 genome at better than 300-kb resolution and identified 381 genome breakpoints, a subset of which was verified by fluorescence in situ hybridization mapping and sequencing.
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Affiliation(s)
- Stanislav Volik
- Cancer Research Institute and Department of Laboratory Medicine, University of California Comprehensive Cancer Center, 2340 Sutter Street, San Francisco, CA 94115, USA
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40
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Veltman JA, Fridlyand J, Pejavar S, Olshen AB, Korkola JE, DeVries S, Carroll P, Kuo WL, Pinkel D, Albertson D, Cordon-Cardo C, Jain AN, Waldman FM. Array-based comparative genomic hybridization for genome-wide screening of DNA copy number in bladder tumors. Cancer Res 2003; 63:2872-80. [PMID: 12782593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2023]
Abstract
Genome-wide copy number profiles were characterized in 41 primary bladder tumors using array-based comparative genomic hybridization (array CGH). In addition to previously identified alterations in large chromosomal regions, alterations were identified in many small genomic regions, some with high-level amplifications or homozygous deletions. High-level amplifications were detected for 192 genomic clones, most frequently at 6p22.3 (E2F3), 8p12 (FGFR1), 8q22.2 (CMYC), 11q13 (CCND1, EMS1, INT2), and 19q13.1 (CCNE). Homozygous deletions were detected in 51 genomic clones, with four showing deletions in more than one case: two clones mapping to 9p21.3 (CDKN2A/p16, in nine cases), one at 8p23.1 (three cases), and one at 11p13 (two cases). Significant correlations were observed between copy number gain of clones containing CCNE1 and gain of ERBB2, and between gain of CCND1 and deletion of TP53. In addition, there was a significant complementary association between gain of CCND1 and gain of E2F3. Although there was no significant relationship between copy number changes and tumor stage or grade, the linked behavior among genomic loci suggests that array CGH will be increasingly important in understanding pathways critical to bladder tumor biology.
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Affiliation(s)
- Joris A Veltman
- Cancer Center, University of California-San Francisco, California 94143-0808, USA
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41
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Gray JW, Suzuki S, Kuo WL, Polikoff D, Deavers M, Smith-McCune K, Berchuck A, Pinkel D, Albertson D, Mills GB. Specific keynote: genome copy number abnormalities in ovarian cancer. Gynecol Oncol 2003; 88:S16-21; discussion S22-4. [PMID: 12586079 DOI: 10.1006/gyno.2002.6677] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Joe W Gray
- University of California, Los Angeles, USA
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42
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Massion PP, Kuo WL, Stokoe D, Olshen AB, Treseler PA, Chin K, Chen C, Polikoff D, Jain AN, Pinkel D, Albertson DG, Jablons DM, Gray JW. Genomic copy number analysis of non-small cell lung cancer using array comparative genomic hybridization: implications of the phosphatidylinositol 3-kinase pathway. Cancer Res 2002; 62:3636-40. [PMID: 12097266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
Abstract
Genomic abnormalities at 348 loci encoding genes that may contribute to lung cancer transformation and progression were assessed using array comparative genomic hybridization in 21 squamous carcinomas (SqCas) and 16 adenocarcinomas (AdCas). Hierarchical clustering showed a clear pattern of gains and losses for the SqCas, whereas the pattern for AdCas was less distinct. Cross-validated classification using a K-nearest-neighbor assigned, on average, 32 of 37 samples to their proper histological subtype. The most noticeable differences between SqCas and AdCas were gain of chromosome 3q22-q26 and loss of chromosome 3p. These occurred almost exclusively in SqCas. The region of recurrent increase is approximately 30 Mb in extent, ranging from EVI1 to TFRC. PIK3CA, the alpha catalytic subunit of phosphatidylinositol 3-kinase (PI3K), is in this region. The PIK3CA copy number increase was validated using fluorescence in situ hybridization to lung cancer tissue microarrays. Activity of the downstream PI3K effector protein kinase B (PKB) was higher in SqCas than in AdCas and was correlated with PIK3CA copy number (r = 0.75), suggesting that these copy number increases contribute to activation of PI3K signaling in SqCas of the lung.
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Affiliation(s)
- Pierre P Massion
- UCSF Comprehensive Cancer Center, University of California, San Francisco, California 94143-0808, USA
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43
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Li Z, Meng ZH, Chandrasekaran R, Kuo WL, Collins CC, Gray JW, Dairkee SH. Biallelic inactivation of the thyroid hormone receptor beta1 gene in early stage breast cancer. Cancer Res 2002; 62:1939-43. [PMID: 11929806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
Loss of heterozygosity within the short arm of chromosome 3 is a common molecular event in several types of solid tumors. In breast cancer, 3p loss of heterozygosity occurs in invasive tumor cells as well as in morphologically normal terminal ductal lobular units adjacent to carcinoma in some cases [G. Deng et al., Science (Wash. DC), 274: 2057-2059, 1996.]. The most frequent region of allelic loss at 3p24.3 in morphologically normal terminal ductal lobular units encompasses the thyroid hormone receptor beta1 (TRbeta1) gene. Here we have observed a variable degree of TRbeta1 promoter hypermethylation in all 11 cases of primary breast cancer examined. Moreover, hypermethylation occurred at the same CpG sites in nonmalignant tissue peripheral to carcinoma in 4 of 11 cases. The lack of TRbeta1 nuclear staining, a likely result of biallelic gene inactivation, was observed in 25% (22 of 85) of primary tumors. This is a first demonstration of promoter hypermethylation and a concurrent reduction of TRbeta1 transcripts in breast cancer cell lines, although specific CpG sites targeted for gene silencing remain to be determined. Gene expression was restored by treatment with 5-aza-deoxycytidine in such cases. The observation of early, frequent, and multiple mechanisms of TRbeta1 inactivation suggests a potential role for this gene in the suppression of breast tumorigenesis.
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MESH Headings
- Alleles
- Breast Neoplasms/genetics
- Breast Neoplasms/metabolism
- Breast Neoplasms/pathology
- Carcinoma, Ductal, Breast/genetics
- Carcinoma, Ductal, Breast/metabolism
- Carcinoma, Ductal, Breast/pathology
- DNA Methylation
- Gene Dosage
- Gene Expression Regulation, Neoplastic
- Gene Silencing
- Humans
- Loss of Heterozygosity
- Neoplasm Staging
- Promoter Regions, Genetic
- RNA, Messenger/biosynthesis
- RNA, Messenger/genetics
- Receptors, Thyroid Hormone/biosynthesis
- Receptors, Thyroid Hormone/genetics
- Reverse Transcriptase Polymerase Chain Reaction
- Thyroid Hormone Receptors beta
- Tumor Cells, Cultured
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Affiliation(s)
- Zheng Li
- Geraldine Brush Cancer Research Institute, California Pacific Medical Center, San Francisco, California 94115, USA
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44
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Hsu YH, Kuo WL, Su IJ. Clinicopathologic study of Kaposi's sarcoma and strain analysis of human herpesvirus 8 (HHV-8) DNA in the Hua-Lien area of eastern Taiwan. J Formos Med Assoc 2001; 100:449-54. [PMID: 11579609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2023] Open
Abstract
BACKGROUND AND PURPOSE Kaposi's sarcoma (KS) is a spindle cell malignancy of endothelial cell origin. The tumor has been demonstrated to be associated with human herpesvirus 8 (HHV-8) or Kaposi's sarcoma-associated herpesvirus-like virus (KSHV). Previous studies have revealed the distribution of unique viral strains in different ethnic populations. Eastern Taiwan has an ethnically mixed population with a relatively high incidence of KS. This study was designed to characterize the clinicopathologic features of KS and to evaluate the HHV-8 strain distribution in the Hua-Lien area of Eastern Taiwan. METHODS Clinical records and laboratory data were collected from 15 cases of KS diagnosed and treated between 1993 and 1999 in Tzu-Chi General Hospital. For nine cases, paraffin blocks were available for the molecular study of HHV-8. HHV-8 genomic variation was analyzed using polymerase chain reaction nucleotide sequencing of ORF26 and ORF75 of HHV-8 genomes derived from different subgroups of KS. RESULTS Among the 15 patients with KS, two had AIDS-associated disease, four had gouty arthritis and psoriasis and were receiving corticosteroid therapy (iatrogenic type), and nine had classical KS. Nine of the 15 cases occurred in aborigines, including one with AIDS-associated disease, four with iatrogenic disease, and four with classical disease. Among the nine cases for which tissue was available for DNA analysis, eight were positive for HHV-8 DNA. Sequence analysis revealed that the C strain occurred in three Han Chinese KS patients, whereas a hitherto rarely described strain (strain D) occurred in all four aborigines tested (including one with AIDS-associated KS) and one Han Chinese with AIDS from Burma. CONCLUSION This study found a high proportion of iatrogenic KS and the finding of a rarely described strain D virus in Eastern Taiwan aborigines. Our studies further confirm the distribution of different types of KS and virus strains in different ethnic populations.
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Affiliation(s)
- Y H Hsu
- Department of Pathology, Tzu-Chi General Hospital, Hua-Lien, Taiwan
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45
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Collins C, Volik S, Kowbel D, Ginzinger D, Ylstra B, Cloutier T, Hawkins T, Predki P, Martin C, Wernick M, Kuo WL, Alberts A, Gray JW. Comprehensive Genome Sequence Analysis of a Breast Cancer Amplicon. Genome Res 2001. [DOI: 10.1101/gr.174301] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Gene amplification occurs in most solid tumors and is associated with poor prognosis. Amplification of 20q13.2 is common to several tumor types including breast cancer. The 1 Mb of sequence spanning the 20q13.2 breast cancer amplicon is one of the most exhaustively studied segments of the human genome. These studies have included amplicon mapping by comparative genomic hybridization (CGH), fluorescent in-situ hybridization (FISH), array-CGH, quantitative microsatellite analysis (QUMA), and functional genomic studies. Together these studies revealed a complex amplicon structure suggesting the presence of at least two driver genes in some tumors. One of these, ZNF217, is capable of immortalizing human mammary epithelial cells (HMEC) when overexpressed. In addition, we now report the sequencing of this region in human and mouse, and on quantitative expression studies in tumors. Amplicon localization now is straightforward and the availability of human and mouse genomic sequence facilitates their functional analysis. However, comprehensive annotation of megabase-scale regions requires integration of vast amounts of information. We present a system for integrative analysis and demonstrate its utility on 1.2 Mb of sequence spanning the 20q13.2 breast cancer amplicon and 865 kb of syntenic murine sequence. We integrate tumor genome copy number measurements with exhaustive genome landscape mapping, showing that amplicon boundaries are associated with maxima in repetitive element density and a region of evolutionary instability. This integration of comprehensive sequence annotation, quantitative expression analysis, and tumor amplicon boundaries provide evidence for an additional driver gene prefoldin 4 (PFDN4), coregulated genes, conserved noncoding regions, and associate repetitive elements with regions of genomic instability at this locus.
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46
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Collins C, Volik S, Kowbel D, Ginzinger D, Ylstra B, Cloutier T, Hawkins T, Predki P, Martin C, Wernick M, Kuo WL, Alberts A, Gray JW. Comprehensive genome sequence analysis of a breast cancer amplicon. Genome Res 2001; 11:1034-42. [PMID: 11381030 PMCID: PMC311107 DOI: 10.1101/gr.gr1743r] [Citation(s) in RCA: 59] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Gene amplification occurs in most solid tumors and is associated with poor prognosis. Amplification of 20q13.2 is common to several tumor types including breast cancer. The 1 Mb of sequence spanning the 20q13.2 breast cancer amplicon is one of the most exhaustively studied segments of the human genome. These studies have included amplicon mapping by comparative genomic hybridization (CGH), fluorescent in-situ hybridization (FISH), array-CGH, quantitative microsatellite analysis (QUMA), and functional genomic studies. Together these studies revealed a complex amplicon structure suggesting the presence of at least two driver genes in some tumors. One of these, ZNF217, is capable of immortalizing human mammary epithelial cells (HMEC) when overexpressed. In addition, we now report the sequencing of this region in human and mouse, and on quantitative expression studies in tumors. Amplicon localization now is straightforward and the availability of human and mouse genomic sequence facilitates their functional analysis. However, comprehensive annotation of megabase-scale regions requires integration of vast amounts of information. We present a system for integrative analysis and demonstrate its utility on 1.2 Mb of sequence spanning the 20q13.2 breast cancer amplicon and 865 kb of syntenic murine sequence. We integrate tumor genome copy number measurements with exhaustive genome landscape mapping, showing that amplicon boundaries are associated with maxima in repetitive element density and a region of evolutionary instability. This integration of comprehensive sequence annotation, quantitative expression analysis, and tumor amplicon boundaries provide evidence for an additional driver gene prefoldin 4 (PFDN4), coregulated genes, conserved noncoding regions, and associate repetitive elements with regions of genomic instability at this locus.
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Affiliation(s)
- C Collins
- University of California San Francisco Cancer Center, San Francisco, California 94143-0808, USA.
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47
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Brown ML, Ramprasad MP, Umeda PK, Tanaka A, Kobayashi Y, Watanabe T, Shimoyamada H, Kuo WL, Li R, Song R, Bradley WA, Gianturco SH. A macrophage receptor for apolipoprotein B48: cloning, expression, and atherosclerosis. Proc Natl Acad Sci U S A 2000; 97:7488-93. [PMID: 10852956 PMCID: PMC16572 DOI: 10.1073/pnas.120184097] [Citation(s) in RCA: 78] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
We have cloned a human macrophage receptor that binds to apolipoprotein (apo)B48 of dietary triglyceride (TG)-rich lipoproteins. TG-rich lipoprotein uptake by the apoB48R rapidly converts macrophages and apoB48R-transfected Chinese hamster ovary cells in vitro into lipid-filled foam cells, as seen in atherosclerotic lesions. The apoB48R cDNA (3,744 bp) encodes a protein with no known homologs. Its approximately 3.8-kb mRNA is expressed primarily by reticuloendothelial cells: monocytes, macrophages, and endothelial cells. Immunohistochemistry shows the apoB48R is in human atherosclerotic lesion foam cells. Normally, the apoB48R may provide essential lipids to reticuloendothelial cells. If overwhelmed, foam cell formation, endothelial dysfunction, and atherothrombogenesis may ensue, a mechanism for cardiovascular disease risk of elevated TG.
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Affiliation(s)
- M L Brown
- Department of Medicine, Division of Gerontology and Geriatrics, University of Alabama, Birmingham, AL 35294-0012, USA
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48
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Albertson DG, Ylstra B, Segraves R, Collins C, Dairkee SH, Kowbel D, Kuo WL, Gray JW, Pinkel D. Quantitative mapping of amplicon structure by array CGH identifies CYP24 as a candidate oncogene. Nat Genet 2000; 25:144-6. [PMID: 10835626 DOI: 10.1038/75985] [Citation(s) in RCA: 464] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
We show here that quantitative measurement of DNA copy number across amplified regions using array comparative genomic hybridization (CGH) may facilitate oncogene identification by providing precise information on the locations of both amplicon boundaries and amplification maxima. Using this analytical capability, we resolved two regions of amplification within an approximately 2-Mb region of recurrent aberration at 20q13.2 in breast cancer. The putative oncogene ZNF217 (ref. 5) mapped to one peak, and CYP24 (encoding vitamin D 24 hydroxylase), whose overexpression is likely to lead to abrogation of growth control mediated by vitamin D, mapped to the other.
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Affiliation(s)
- D G Albertson
- [1] Cancer Research Institute, University of California, San Francisco, Box 0808, San Francisco, California, USA.
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49
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Hernandez MC, Andres-Barquin PJ, Kuo WL, Israel MA. Assignment of the ectodermal-neural cortex 1 gene (ENC1) to human chromosome band 5q13 by in situ hybridization. Cytogenet Cell Genet 2000; 87:89-90. [PMID: 10640818 DOI: 10.1159/000015398] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- M C Hernandez
- Preuss Laboratory for Molecular Neuro-Oncology, BTRC, Department of Neurological Surgery, School of Medicine, University of California San Francisco, 94143-0520, USA
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50
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Abstract
The protein SWAP-70 was isolated as part of a DNA recombination complex in B lymphocytes, where it is predominantly expressed. In resting B cells, SWAP-70 is found in the cytoplasm; upon B-cell activation, it is transported both into the nucleus and to the cell membrane, where it is associated with the B-cell receptor complex and may play a role in signal transduction. In the nucleus, its involvement in heavy-chain class switch recombination has been suggested. In this report, using restriction fragment length polymorphism, simple sequence length polymorphism, and fluorescence in situ hybridization, we map the chromosomal localization of the mouse and the human genes to syntenic regions of mouse mid Chromosome (Chr) 7 and human Chr 11p15.
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Affiliation(s)
- L Masat
- Department of Microbiology and Immunology, University of California, San Francisco, CA 94143-0670, USA.
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