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Zhang Q, Lin Y, Lin D, Lin X, Liu M, Tao H, Wu J, Wang T, Wang C, Feng S. Non-invasive screening and subtyping for breast cancer by serum SERS combined with LGB-DNN algorithms. Talanta 2024; 275:126136. [PMID: 38692045 DOI: 10.1016/j.talanta.2024.126136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 04/06/2024] [Accepted: 04/19/2024] [Indexed: 05/03/2024]
Abstract
Early detection of breast cancer and its molecular subtyping is crucial for guiding clinical treatment and improving survival rate. Current diagnostic methods for breast cancer are invasive, time consuming and complicated. In this work, an optical detection method integrating surface-enhanced Raman spectroscopy (SERS) technology with feature selection and deep learning algorithm was developed for identifying serum components and building diagnostic model, with the aim of efficient and accurate noninvasive screening of breast cancer. First, the high quality of serum SERS spectra from breast cancer (BC), breast benign disease (BBD) patients and healthy controls (HC) were obtained. Chi-square tests were conducted to exclude confounding factors, enhancing the reliability of the study. Then, LightGBM (LGB) algorithm was used as the base model to retain useful features to significantly improve classification performance. The DNN algorithm was trained through backpropagation, adjusting the weights and biases between neurons to improve the network's predictive ability. In comparison to traditional machine learning algorithms, this method provided more accurate information for breast cancer classification, with classification accuracies of 91.38 % for BC and BBD, and 96.40 % for BC, BBD, and HC. Furthermore, the accuracies of 90.11 % for HR+/HR- and 88.89 % for HER2+/HER2- can be reached when evaluating BC patients' molecular subtypes. These results demonstrate that serum SERS combined with powerful LGB-DNN algorithm would provide a supplementary method for clinical breast cancer screening.
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Affiliation(s)
- Qiyi Zhang
- Key Laboratory of Optoelectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, Fujian, 350117, China
| | - Yuxiang Lin
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, 350001, China; Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, 350001, China; Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, 350001, China
| | - Duo Lin
- Key Laboratory of Optoelectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, Fujian, 350117, China
| | - Xueliang Lin
- Fujian Provincial Key Laboratory for Advanced Micro-nano Photonics Technology and Devices, Quanzhou Normal University, Quanzhou, 362000, China
| | - Miaomiao Liu
- Key Laboratory of Optoelectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, Fujian, 350117, China
| | - Hong Tao
- Key Laboratory of Optoelectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, Fujian, 350117, China
| | - Jinxun Wu
- Department of Pathology, Fuzhou Lianjiang Country Hospital, Fuzhou, Fujian, 350500, China
| | - Tingyin Wang
- Key Laboratory of Optoelectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, Fujian, 350117, China.
| | - Chuan Wang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, 350001, China; Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, 350001, China; Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, 350001, China.
| | - Shangyuan Feng
- Key Laboratory of Optoelectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, Fujian, 350117, China.
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Hancock GR, Gertz J, Jeselsohn R, Fanning SW. Estrogen Receptor Alpha Mutations, Truncations, Heterodimers, and Therapies. Endocrinology 2024; 165:bqae051. [PMID: 38643482 PMCID: PMC11075793 DOI: 10.1210/endocr/bqae051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 04/02/2024] [Accepted: 04/17/2024] [Indexed: 04/23/2024]
Abstract
Annual breast cancer (BCa) deaths have declined since its apex in 1989 concomitant with widespread adoption of hormone therapies that target estrogen receptor alpha (ERα), the prominent nuclear receptor expressed in ∼80% of BCa. However, up to ∼50% of patients who are ER+ with high-risk disease experience post endocrine therapy relapse and metastasis to distant organs. The vast majority of BCa mortality occurs in this setting, highlighting the inadequacy of current therapies. Genomic abnormalities to ESR1, the gene encoding ERα, emerge under prolonged selective pressure to enable endocrine therapy resistance. These genetic lesions include focal gene amplifications, hotspot missense mutations in the ligand binding domain, truncations, fusions, and complex interactions with other nuclear receptors. Tumor cells utilize aberrant ERα activity to proliferate, spread, and evade therapy in BCa as well as other cancers. Cutting edge studies on ERα structural and transcriptional relationships are being harnessed to produce new therapies that have shown benefits in patients with ESR1 hotspot mutations. In this review we discuss the history of ERα, current research unlocking unknown aspects of ERα signaling including the structural basis for receptor antagonism, and future directions of ESR1 investigation. In addition, we discuss the development of endocrine therapies from their inception to present day and survey new avenues of drug development to improve pharmaceutical profiles, targeting, and efficacy.
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Affiliation(s)
- Govinda R Hancock
- Department of Cancer Biology, Loyola University Chicago Stritch School of Medicine, Maywood, IL 60513, USA
| | - Jason Gertz
- Department of Oncological Sciences, Huntsman Cancer Center, University of Utah, Salt Lake City, UT 84112, USA
| | - Rinath Jeselsohn
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA 02215, USA
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Sean W Fanning
- Department of Cancer Biology, Loyola University Chicago Stritch School of Medicine, Maywood, IL 60513, USA
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Dubash TD, Bardia A, Chirn B, Reeves BA, LiCausi JA, Burr R, Wittner BS, Rai S, Patel H, Bihani T, Arlt H, Bidard FC, Kaklamani VG, Aftimos P, Cortés J, Scartoni S, Fiascarelli A, Binaschi M, Habboubi N, Iafrate AJ, Toner M, Haber DA, Maheswaran S. Modeling the novel SERD elacestrant in cultured fulvestrant-refractory HR-positive breast circulating tumor cells. Breast Cancer Res Treat 2023; 201:43-56. [PMID: 37318638 PMCID: PMC10300156 DOI: 10.1007/s10549-023-06998-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 05/26/2023] [Indexed: 06/16/2023]
Abstract
PURPOSE Metastatic hormone receptor-positive (HR+) breast cancer initially responds to serial courses of endocrine therapy, but ultimately becomes refractory. Elacestrant, a new generation FDA-approved oral selective estrogen receptor degrader (SERD) and antagonist, has demonstrated efficacy in a subset of women with advanced HR+breast cancer, but there are few patient-derived models to characterize its effect in advanced cancers with diverse treatment histories and acquired mutations. METHODS We analyzed clinical outcomes with elacestrant, compared with endocrine therapy, among women who had previously been treated with a fulvestrant-containing regimen from the recent phase 3 EMERALD Study. We further modeled sensitivity to elacestrant, compared with the currently approved SERD, fulvestrant in patient-derived xenograft (PDX) models and cultured circulating tumor cells (CTCs). RESULTS Analysis of the subset of breast cancer patients enrolled in the EMERALD study who had previously received a fulvestrant-containing regimen indicates that they had better progression-free survival with elacestrant than with standard-of-care endocrine therapy, a finding that was independent estrogen receptor (ESR1) gene mutations. We modeled elacestrant responsiveness using patient-derived xenograft (PDX) models and in ex vivo cultured CTCs derived from patients with HR+breast cancer extensively treated with multiple endocrine therapies, including fulvestrant. Both CTCs and PDX models are refractory to fulvestrant but sensitive to elacestrant, independent of mutations in ESR1 and Phosphatidylinositol-4,5-Bisphosphate 3-Kinase Catalytic Subunit Alpha (PIK3CA) genes. CONCLUSION Elacestrant retains efficacy in breast cancer cells that have acquired resistance to currently available ER targeting therapies. Elacestrant may be an option for patients with HR+/HER2- breast cancer whose disease progressed on fulvestrant in the metastatic setting. TRANSLATIONAL RELEVANCE Serial endocrine therapy is the mainstay of management for metastatic HR+breast cancer, but acquisition of drug resistance highlights the need for better therapies. Elacestrant is a recently FDA-approved novel oral selective estrogen receptor degrader (SERD), with demonstrated efficacy in the EMERALD phase 3 clinical trial of refractory HR+breast cancer. Subgroup analysis of the EMERALD clinical trial identifies clinical benefit with elacestrant in patients who had received prior fulvestrant independent of the mutational status of the ESR1 gene, supporting its potential utility in treating refractory HR+breast cancer. Here, we use pre-clinical models, including ex vivo cultures of circulating tumor cells and patient-derived xenografts, to demonstrate the efficacy of elacestrant in breast cancer cells with acquired resistance to fulvestrant.
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Affiliation(s)
- Taronish D Dubash
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Aditya Bardia
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Brian Chirn
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Brittany A Reeves
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Joseph A LiCausi
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Risa Burr
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Ben S Wittner
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Sumit Rai
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | | | | | - Heike Arlt
- Radius Health, Inc, Waltham, MA, 02451, USA
| | | | | | - Philippe Aftimos
- Institut Jules Bordet-Université Libre de Bruxelles, Brussels, Belgium
| | - Javier Cortés
- International Breast Cancer Center (IBCC), Quiron Group, Barcelona, Spain
| | | | | | | | - Nassir Habboubi
- Stemline Therapeutics/Menarini Group, New York, NY, 10022, USA
| | - A John Iafrate
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA
| | - Mehmet Toner
- Center for Engineering in Medicine, Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, USA
| | - Daniel A Haber
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA.
- Howard Hughes Medical Institute, Bethesda, MD, 20810, USA.
| | - Shyamala Maheswaran
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, 02114, USA.
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Salokas K, Dashi G, Varjosalo M. Decoding Oncofusions: Unveiling Mechanisms, Clinical Impact, and Prospects for Personalized Cancer Therapies. Cancers (Basel) 2023; 15:3678. [PMID: 37509339 PMCID: PMC10377698 DOI: 10.3390/cancers15143678] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 07/13/2023] [Accepted: 07/14/2023] [Indexed: 07/30/2023] Open
Abstract
Cancer-associated gene fusions, also known as oncofusions, have emerged as influential drivers of oncogenesis across a diverse range of cancer types. These genetic events occur via chromosomal translocations, deletions, and inversions, leading to the fusion of previously separate genes. Due to the drastic nature of these mutations, they often result in profound alterations of cellular behavior. The identification of oncofusions has revolutionized cancer research, with advancements in sequencing technologies facilitating the discovery of novel fusion events at an accelerated pace. Oncofusions exert their effects through the manipulation of critical cellular signaling pathways that regulate processes such as proliferation, differentiation, and survival. Extensive investigations have been conducted to understand the roles of oncofusions in solid tumors, leukemias, and lymphomas. Large-scale initiatives, including the Cancer Genome Atlas, have played a pivotal role in unraveling the landscape of oncofusions by characterizing a vast number of cancer samples across different tumor types. While validating the functional relevance of oncofusions remains a challenge, even non-driver mutations can hold significance in cancer treatment. Oncofusions have demonstrated potential value in the context of immunotherapy through the production of neoantigens. Their clinical importance has been observed in both treatment and diagnostic settings, with specific fusion events serving as therapeutic targets or diagnostic markers. However, despite the progress made, there is still considerable untapped potential within the field of oncofusions. Further research and validation efforts are necessary to understand their effects on a functional basis and to exploit the new targeted treatment avenues offered by oncofusions. Through further functional and clinical studies, oncofusions will enable the advancement of precision medicine and the drive towards more effective and specific treatments for cancer patients.
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Affiliation(s)
- Kari Salokas
- Institute of Biotechnology, HiLIFE, University of Helsinki, 00790 Helsinki, Finland
| | - Giovanna Dashi
- Institute of Biotechnology, HiLIFE, University of Helsinki, 00790 Helsinki, Finland
| | - Markku Varjosalo
- Institute of Biotechnology, HiLIFE, University of Helsinki, 00790 Helsinki, Finland
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Zhu Y, Wu W, Qiao L, Ji J, Duan L, Gong L, Ren D, Li F, Wei L, Pan K. The characteristics and clinical relevance of tumor fusion burden in non-EBV (+) gastric cancer with MSS. BMC Gastroenterol 2023; 23:153. [PMID: 37189078 DOI: 10.1186/s12876-023-02765-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 04/14/2023] [Indexed: 05/17/2023] Open
Abstract
BACKGROUND Next-generation sequencing (NGS) is maturely applied for gene fusion detection. Although tumor fusion burden (TFB) has been identified as an immune marker for cancer, the relationship between these fusions and the immunogenicity and molecular characteristics of gastric cancer (GC) patients remains unclear. GCs have different clinical significance depending on their subtypes, and thus, this study aimed to investigate the characteristics and clinical relevance of TFB in non-Epstein-Barr-virus-positive (EBV+) GC with microsatellite stability (MSS). METHODS A total of 319 GC patients from The Cancer Genome Atlas stomach adenocarcinoma (TCGA-STAD) and a cohort of 45-case from ENA (PRJEB25780) were included. The cohort characteristics and distribution of TFB among the patients were analyzed. Additionally, the correlations of TFB with mutation characteristics, pathway differences, relative abundance of immune cells, and prognosis were examined in the TCGA-STAD cohort of MSS and non-EBV (+) patients. RESULTS We observed that in the MSS and non-EBV (+) cohort, the TFB-low group exhibited significantly lower gene mutation frequency, gene copy number, loss of heterozygosity score, and tumor mutation burden than in the TFB-high group. Additionally, the TFB-low group exhibited a higher abundance of immune cells. Furthermore, the immune gene signatures were significantly upregulated in the TFB-low group, 2-year disease-specific survival was markedly increased in the TFB-low group compared with to the TFB-high group. The rates of TFB-low cases were significantly higher TFB-than high cases in durable clinical benefit (DCB) and response groups with pembrolizumab treatment. Low TFB may serve as a predictor of GC prognosis, and the TFB-low group exhibits higher immunogenicity. CONCLUSION In conclusion, this study reveals that the TFB-based classification of GC patient may be instructive for individualized immunotherapy regimens.
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Affiliation(s)
- Yongjun Zhu
- Department of Gastrointestinal surgery, The Second Clinical Medical College, The First Affiliated Hospital, Shenzhen People's Hospital, Jinan University, Southern University of Science and Technology), Shenzhen, 518020, China
| | - Weixin Wu
- Department of Oncology, Zhongshan Hospital affiliated to Xiamen University, Xiamen, 361004, China
| | - Liangliang Qiao
- Oncology Department I, Jinshazhou Hospital of Guangzhou University of Chinese Medicine, Guangzhou, 510000, China
| | - Jingfen Ji
- Department of General Surgery, The Second Xiangya Hospital of Central South University, 410011, Changsha, China
| | - Lunxi Duan
- Department of General Surgery, The Second Xiangya Hospital of Central South University, 410011, Changsha, China
| | - Longlong Gong
- Department of Medicine, Genecast Biotechnology Co., Ltd, 214000, Wuxi, China
| | - Dandan Ren
- Department of Medicine, Genecast Biotechnology Co., Ltd, 214000, Wuxi, China
| | - Feifei Li
- Department of Medicine, Genecast Biotechnology Co., Ltd, 214000, Wuxi, China
| | - Lihui Wei
- Department of Medicine, Genecast Biotechnology Co., Ltd, 214000, Wuxi, China.
| | - Ke Pan
- Department of General Surgery, The Second Xiangya Hospital of Central South University, 410011, Changsha, China.
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6
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Li Q, Li Z, Luo T, Shi H. Targeting the PI3K/AKT/mTOR and RAF/MEK/ERK pathways for cancer therapy. MOLECULAR BIOMEDICINE 2022; 3:47. [PMID: 36539659 PMCID: PMC9768098 DOI: 10.1186/s43556-022-00110-2] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 11/10/2022] [Indexed: 12/24/2022] Open
Abstract
The PI3K/AKT/mTOR and RAF/MEK/ERK pathways are commonly activated by mutations and chromosomal translocation in vital targets. The PI3K/AKT/mTOR signaling pathway is dysregulated in nearly all kinds of neoplasms, with the component in this pathway alternations. RAF/MEK/ERK signaling cascades are used to conduct signaling from the cell surface to the nucleus to mediate gene expression, cell cycle processes and apoptosis. RAS, B-Raf, PI3K, and PTEN are frequent upstream alternative sites. These mutations resulted in activated cell growth and downregulated cell apoptosis. The two pathways interact with each other to participate in tumorigenesis. PTEN alterations suppress RAF/MEK/ERK pathway activity via AKT phosphorylation and RAS inhibition. Several inhibitors targeting major components of these two pathways have been supported by the FDA. Dozens of agents in these two pathways have attracted great attention and have been assessed in clinical trials. The combination of small molecular inhibitors with traditional regimens has also been explored. Furthermore, dual inhibitors provide new insight into antitumor activity. This review will further comprehensively describe the genetic alterations in normal patients and tumor patients and discuss the role of targeted inhibitors in malignant neoplasm therapy. We hope this review will promote a comprehensive understanding of the role of the PI3K/AKT/mTOR and RAF/MEK/ERK signaling pathways in facilitating tumors and will help direct drug selection for tumor therapy.
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Affiliation(s)
- Qingfang Li
- Laboratory of Aging Research and Cancer Drug Target, State Key Laboratory of Biotherapy, West China Hospital, National Clinical Research Center for Geriatrics, Sichuan University, Chengdu, China
| | - Zhihui Li
- Department of Oncology, The General Hospital of Western Theater Command, Chengdu, PR China
| | - Ting Luo
- Department of Breast, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, P. R. China.
| | - Huashan Shi
- Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, P. R. China.
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Brett JO, Ritterhouse LL, Newman ET, Irwin KE, Dawson M, Ryan LY, Spring LM, Rivera MN, Lennerz JK, Dias-Santagata D, Ellisen LW, Bardia A, Wander SA. Clinical Implications and Treatment Strategies for ESR1 Fusions in Hormone Receptor-Positive Metastatic Breast Cancer: A Case Series. Oncologist 2022; 28:172-179. [PMID: 36493359 PMCID: PMC9907034 DOI: 10.1093/oncolo/oyac248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2022] [Accepted: 10/25/2022] [Indexed: 12/14/2022] Open
Abstract
In hormone receptor-positive metastatic breast cancer (HR+ MBC), endocrine resistance is commonly due to genetic alterations of ESR1, the gene encoding estrogen receptor alpha (ERα). While ESR1 point mutations (ESR1-MUT) cause acquired resistance to aromatase inhibition (AI) through constitutive activation, far less is known about the molecular functions and clinical consequences of ESR1 fusions (ESR1-FUS). This case series discusses 4 patients with HR+ MBC with ESR1-FUS in the context of the existing ESR1-FUS literature. We consider therapeutic strategies and raise the hypothesis that CDK4/6 inhibition (CDK4/6i) may be effective against ESR1-FUS with functional ligand-binding domain swaps. These cases highlight the importance of screening for ESR1-FUS in patients with HR+ MBC while continuing investigation of precision treatments for these genomic rearrangements.
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Affiliation(s)
- Jamie O Brett
- Massachusetts General Hospital Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Lauren L Ritterhouse
- Massachusetts General Hospital Department of Pathology, Center for Integrated Diagnostics, Harvard Medical School, Boston, MA, USA,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Erik T Newman
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA,Massachusetts General Hospital Department of Orthopedic Surgery, Harvard Medical School, Boston, MA, USA
| | - Kelly E Irwin
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA,Massachusetts General Hospital Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Megan Dawson
- Massachusetts General Hospital Department of Psychiatry, Harvard Medical School, Boston, MA, USA,University of Michigan Department of Psychiatry, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Lianne Y Ryan
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Laura M Spring
- Massachusetts General Hospital Department of Medicine, Harvard Medical School, Boston, MA, USA,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Miguel N Rivera
- Massachusetts General Hospital Department of Pathology, Center for Integrated Diagnostics, Harvard Medical School, Boston, MA, USA,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Jochen K Lennerz
- Massachusetts General Hospital Department of Pathology, Center for Integrated Diagnostics, Harvard Medical School, Boston, MA, USA,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Dora Dias-Santagata
- Massachusetts General Hospital Department of Pathology, Center for Integrated Diagnostics, Harvard Medical School, Boston, MA, USA
| | - Leif W Ellisen
- Massachusetts General Hospital Department of Medicine, Harvard Medical School, Boston, MA, USA,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Aditya Bardia
- Massachusetts General Hospital Department of Medicine, Harvard Medical School, Boston, MA, USA,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Seth A Wander
- Corresponding author: Seth A. Wander, MD, PhD, Massachusetts General Hospital Cancer Center, Harvard Medical School, 55 Fruit Street, Boston, MA 02114, USA. Tel: +1 617 726 6500; E-mail:
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8
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Molecular characterization of ESR1 variants in breast cancer. Breast Cancer Res Treat 2022; 196:279-289. [PMID: 36125660 DOI: 10.1007/s10549-022-06740-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 09/04/2022] [Indexed: 11/02/2022]
Abstract
PURPOSE Estrogen receptor 1 (ESR1) mutations and fusions typically arise in patients with hormone receptor-positive breast cancer after aromatase inhibitor therapy, whereby ESR1 is constitutively activated in a ligand-independent manner. These variants can impact treatment response. Herein, we characterize ESR1 variants among molecularly profiled advanced breast cancers. METHODS DNA next-generation sequencing (592-gene panel) data from 9860 breast cancer samples were retrospectively reviewed. Gene fusions were detected using the ArcherDx fusion assay or whole transcriptome sequencing (n = 344 and n = 4305, respectively). Statistical analyses included Chi-square and Fisher's exact tests. RESULTS An ESR1 ligand-binding domain (LBD) mutation was detected in 8.6% of tumors evaluated and a pathogenic ESR1 fusion was detected in 1.6%. Most ESR1 LBD mutations/fusions were from estrogen receptor (ER)-positive samples (20.1% and 4.9%, respectively). The most common ESR1 LBD mutations included D538G (3.3%), Y537S (2.3%), and E380Q (1.1%) mutations. Among biopsy sites, ESR1 LBD mutations were most observed in liver metastases. Pathogenic ESR1 fusions were identified in 76 samples (1.6%) with 40 unique fusion partners. Evaluating co-alterations, ESR1 variant (mutation/fusion) samples more frequently expressed androgen receptor (78.0% vs 58.6, P < 0.0001) and less frequently immune checkpoint proteins than ESR1 wild-type (PD-1 20.0% vs 53.4, P < 0.05; immune cell PD-L1 10.0% vs 30.2, P < 0.0001). CONCLUSION We have described one of the largest series of ESR1 fusions reported. ESR1 LBD mutations were commonly identified in ER-positive disease. Limited data exists regarding the clinical impact of ESR1 fusions, which could be an area for future therapeutic exploration.
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9
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Loo SK, Yates ME, Yang S, Oesterreich S, Lee AV, Wang X. Fusion-associated carcinomas of the breast: Diagnostic, prognostic, and therapeutic significance. Genes Chromosomes Cancer 2022; 61:261-273. [PMID: 35106856 PMCID: PMC8930468 DOI: 10.1002/gcc.23029] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 01/24/2022] [Accepted: 01/25/2022] [Indexed: 11/11/2022] Open
Abstract
Recurrent gene fusions comprise a class of viable genetic targets in solid tumors that have culminated several recent breakthrough cancer therapies. Their role in breast cancer, however, remains largely underappreciated due to the complexity of genomic rearrangements in breast malignancy. Just recently, we and others have identified several recurrent gene fusions in breast cancer with important clinical and biological implications. Examples of the most significant recurrent gene fusions to date include (1) ESR1::CCDC170 gene fusions in luminal B and endocrine-resistant breast cancer that exert oncogenic function via modulating the HER2/HER3/SRC Proto-Oncogene (SRC) complex, (2) ESR1 exon 6 fusions in metastatic disease that drive estrogen-independent estrogen-receptor transcriptional activity, (3) BCL2L14::ETV6 fusions in a more aggressive form of the triple-negative subtype that prime epithelial-mesenchymal transition and endow paclitaxel resistance, (4) the ETV6::NTRK3 fusion in secretory breast carcinoma that constitutively activates NTRK3 kinase, (5) the oncogenic MYB-NFIB fusion as a genetic driver underpinning adenoid cystic carcinomas of the breast that activates MYB Proto-Oncogene (MYB) pathway, and (6) the NOTCH/microtubule-associated serine-threonine (MAST) kinase gene fusions that activate NOTCH and MAST signaling. Importantly, these fusions are enriched in more aggressive and lethal breast cancer presentations and appear to confer therapeutic resistance. Thus, these gene fusions could be utilized as genetic biomarkers to identify patients who require more intensive treatment and surveillance. In addition, kinase fusions are currently being evaluated in breast cancer clinical trials and ongoing mechanistic investigation is exposing therapeutic vulnerabilities in patients with fusion-positive disease.
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Affiliation(s)
- Suet Kee Loo
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA, 15232, USA
| | - Megan E. Yates
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA
- Integrative Systems Biology Program, University of Pittsburgh, Pittsburgh, PA, 15232, USA
- Medical Scientist Training Program, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15232, USA
| | - Sichun Yang
- Center for Proteomics and Department of Pharmacology, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Steffi Oesterreich
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA
- Department of Pharmacology & Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15232, USA
| | - Adrian V. Lee
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA
- Department of Pharmacology & Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15232, USA
- Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA, 15232, USA
| | - Xiaosong Wang
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA, 15232, USA
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, 15232, USA
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10
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Nagy Z, Jeselsohn R. ESR1 fusions and therapeutic resistance in metastatic breast cancer. Front Oncol 2022; 12:1037531. [PMID: 36686845 PMCID: PMC9848494 DOI: 10.3389/fonc.2022.1037531] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 11/22/2022] [Indexed: 01/06/2023] Open
Abstract
Breast cancer is the most frequent female malignant tumor, and the leading cause of cancer death in women worldwide. The most common subtype of breast cancer is hormone receptor positive that expresses the estrogen receptor (ER). Targeting ER with endocrine therapy (ET) is the current standard of care for ER positive (ER+) breast cancer, reducing mortality by up to 40% in early- stage disease. However, resistance to ET represents a major clinical challenge for ER+ breast cancer patients leading to disease recurrence or progression of metastatic disease. Salient drivers of ET resistance are missense mutations in the ER gene (ESR1) leading to constitutive transcriptional activity and reduced ET sensitivity. These mutations are particularly prominent and deleterious in metastatic breast cancer (MBC). In addition to activating ESR1 point mutations, emerging evidence imposes that chromosomal translocation involving the ESR1 gene can also drive ET resistance through the formation of chimeric transcription factors with constitutive transcriptional activity. Although these ESR1 gene fusions are relatively rare, they are enriched in ET resistant metastatic disease. This review discusses the characteristics of ER fusion proteins and their association with clinical outcomes in more aggressive and metastatic breast cancer. The structure and classification of ER fusion proteins based on function and clinical significance are also addressed. Finally, this review summarizes the metastatic phenotypes exhibited by the ER fusion proteins and their role in intrinsic ET resistance.
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Affiliation(s)
- Zsuzsanna Nagy
- Center for Functional Cancer Epigenetics, Dana Farber Cancer Institute, Harvard Medical School, Boston, MA, United States
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
- Department of Medicine, Harvard Medical School, Boston, MA, United States
- *Correspondence: Rinath Jeselsohn, ; Zsuzsanna Nagy,
| | - Rinath Jeselsohn
- Center for Functional Cancer Epigenetics, Dana Farber Cancer Institute, Harvard Medical School, Boston, MA, United States
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
- Department of Medicine, Harvard Medical School, Boston, MA, United States
- Susan F. Smith Center for Women’s Cancers, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, United States
- *Correspondence: Rinath Jeselsohn, ; Zsuzsanna Nagy,
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11
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Tao Z, Liu J, Li T, Xu H, Chen K, Zhang J, Zhou H, Sun J, Han J, Guo Z, Yang H, Cao WM, Hu X. Profiling Receptor Tyrosine Kinase Fusions in Chinese Breast Cancers. Front Oncol 2021; 11:741142. [PMID: 34650924 PMCID: PMC8506003 DOI: 10.3389/fonc.2021.741142] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 09/10/2021] [Indexed: 12/31/2022] Open
Abstract
Background Receptor tyrosine kinases (RTKs) are a class of tyrosine kinases that regulate cell-to-cell communication and control a variety of complex biological functions. Dysregulation of RTK signaling partly due to chromosomal rearrangements leads to novel tyrosine kinase fusion oncoproteins that are possibly driver alterations to cancers. Targeting some RTK fusions with specific tyrosine kinases inhibitors (TKIs) is an effective therapeutic strategy across a spectrum of RTK fusion-related cancers. However, there is still a paucity of extensive RTK fusion investigations in breast cancer. This study aims to characterize RTK fusions in Chinese breast cancer patients. Methods An in-house DNA sequencing database of 1440 Chinese breast cancer patients with a capture-based panel (520 gene or 108 gene-panel) was thoroughly reviewed. A total of 2,229 samples including 1,045 tissues and 1,184 plasmas were analyzed. RTK fusion was defined as an in-frame fusion with the tyrosine kinase domain of the RTK completely retained. Concomitant mutations were also analyzed and tumor mutational burden (TMB) was calculated. Patients' clinical characteristics were retrieved from case records. Results A total of 30 RTK fusion events were identified from 27 breast cancer patients with a prevalence of 1.875%%. FGFR2 fusions were seen the most commonly (n=7), followed by RET (n=5), ROS1 (n=3), NTRK3 (n=3), BRAF (n=2), and NTRK1 (n=2). Other RTK fusions including ALK, EGFR, FGFR1, FGFR3, MET, and NTRK2 were identified in one patient each. A total of 27 unique resultant fusion proteins (22 with a novel partner) were discovered including 19 intrachromosomal rearrangements and 8 interchromosomal ones. Twenty-one fusions had the tyrosine kinase domain in-frame fused with a partner gene and six were juxtaposed with an intergenic space. Among the 27 fusions, FGFR2-WDR11 (E17: intergenic) (n=3) and ETV6-NTRK3 (E5:E15) (n=2) occurred recurrently. Of note, the normalized abundance of RTK fusion (fusion AF/max AF) correlated negatively with TMB (r=-0.48, P=0.017). Patients with TMB < 8 (Mutations/Mb) displayed a higher fusion abundance than those with TMB ≥ 8 (Mutations/Mb) (P=0.025). Moreover, CREBBP mutation only co-occurred with FGFR2 fusion (P=0.012), while NTRK3 fusion and TP53 mutation were mutually exclusive (P=0.019). Conclusion This is the first study comprehensively delineating the prevalence and spectrum of RTK fusions in Chinese breast cancers. Further study is ongoing to identify the enriched subpopulation who may benefit from RTK fusion inhibitors.
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Affiliation(s)
- Zhonghua Tao
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jianxia Liu
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Ting Li
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Hong Xu
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Kai Chen
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jian Zhang
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Hao Zhou
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jie Sun
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jinming Han
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhaoji Guo
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Hua Yang
- Department of Medical Oncology, Affiliated Hospital of Hebei University, Baoding, China
| | - Wen-Ming Cao
- Department of Breast Medical Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Hangzhou, China
| | - Xichun Hu
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
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12
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Glenfield C, Innan H. Gene Duplication and Gene Fusion Are Important Drivers of Tumourigenesis during Cancer Evolution. Genes (Basel) 2021; 12:1376. [PMID: 34573358 PMCID: PMC8466788 DOI: 10.3390/genes12091376] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 08/27/2021] [Accepted: 08/29/2021] [Indexed: 02/07/2023] Open
Abstract
Chromosomal rearrangement and genome instability are common features of cancer cells in human. Consequently, gene duplication and gene fusion events are frequently observed in human malignancies and many of the products of these events are pathogenic, representing significant drivers of tumourigenesis and cancer evolution. In certain subsets of cancers duplicated and fused genes appear to be essential for initiation of tumour formation, and some even have the capability of transforming normal cells, highlighting the importance of understanding the events that result in their formation. The mechanisms that drive gene duplication and fusion are unregulated in cancer and they facilitate rapid evolution by selective forces akin to Darwinian survival of the fittest on a cellular level. In this review, we examine current knowledge of the landscape and prevalence of gene duplication and gene fusion in human cancers.
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Affiliation(s)
| | - Hideki Innan
- Department of Evolutionary Studies of Biosystems, SOKENDAI, The Graduate University for Advanced Studies, Shonan Village, Hayama, Kanagawar 240-0193, Japan;
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13
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Yu L, Wei J, Liu P. Attacking the PI3K/Akt/mTOR signaling pathway for targeted therapeutic treatment in human cancer. Semin Cancer Biol 2021; 85:69-94. [PMID: 34175443 DOI: 10.1016/j.semcancer.2021.06.019] [Citation(s) in RCA: 198] [Impact Index Per Article: 66.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Revised: 06/10/2021] [Accepted: 06/22/2021] [Indexed: 02/08/2023]
Abstract
Cancer is the second leading cause of human death globally. PI3K/Akt/mTOR signaling is one of the most frequently dysregulated signaling pathways observed in cancer patients that plays crucial roles in promoting tumor initiation, progression and therapy responses. This is largely due to that PI3K/Akt/mTOR signaling is indispensable for many cellular biological processes, including cell growth, metastasis, survival, metabolism, and others. As such, small molecule inhibitors targeting major kinase components of the PI3K/Akt/mTOR signaling pathway have drawn extensive attention and been developed and evaluated in preclinical models and clinical trials. Targeting a single kinase component within this signaling usually causes growth arrest rather than apoptosis associated with toxicity-induced adverse effects in patients. Combination therapies including PI3K/Akt/mTOR inhibitors show improved patient response and clinical outcome, albeit developed resistance has been reported. In this review, we focus on revealing the mechanisms leading to the hyperactivation of PI3K/Akt/mTOR signaling in cancer and summarizing efforts for developing PI3K/Akt/mTOR inhibitors as either mono-therapy or combination therapy in different cancer settings. We hope that this review will facilitate further understanding of the regulatory mechanisms governing dysregulation of PI3K/Akt/mTOR oncogenic signaling in cancer and provide insights into possible future directions for targeted therapeutic regimen for cancer treatment, by developing new agents, drug delivery systems, or combination regimen to target the PI3K/Akt/mTOR signaling pathway. This information will also provide effective patient stratification strategy to improve the patient response and clinical outcome for cancer patients with deregulated PI3K/Akt/mTOR signaling.
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Affiliation(s)
- Le Yu
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Biochemistry and Biophysics, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | | | - Pengda Liu
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Biochemistry and Biophysics, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
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14
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Jeong JH, Yun JW, Kim HY, Heo CY, Lee S. Elucidation of Novel Therapeutic Targets for Breast Cancer with ESR1-CCDC170 Fusion. J Clin Med 2021; 10:jcm10040582. [PMID: 33557149 PMCID: PMC7913953 DOI: 10.3390/jcm10040582] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Revised: 01/09/2021] [Accepted: 02/01/2021] [Indexed: 12/24/2022] Open
Abstract
Among the various types of breast cancer, the luminal B subtype is the most common in young women, and ESR1-CCDC170 (E:C) fusion is the most frequent oncogenic fusion driver of the luminal B subtype. Nevertheless, treatments targeting E:C fusion has not been well established yet. Hence, the aim of this study is to investigate potential therapies targeting E:C fusion based on systematic bioinformatical analysis of the Cancer Genome Atlas (TCGA) data. One thousand related genes were extracted using transcriptome analysis, and major signaling pathways associated with breast cancer were identified with over-representation analysis. Then, we conducted drug-target network analysis based on the OncoKB and CIViC databases, and finally selected potentially applicable drug candidates. Six major cancer-related signaling pathways (p53, ATR/ATM, FOXM1, hedgehog, cell cycle, and Aurora B) were significantly altered in E:C fusion-positive cases of breast cancer. Further investigation revealed that nine genes (AURKB, HDAC2, PLK1, CENPA, CHEK1, CHEK2, RB1, CCNA2, and MDM2) in coordination with E:C fusion were found to be common denominators in three or more of these pathways, thereby making them promising gene biomarkers for target therapy. Among the 21 putative actionable drugs inferred by drug-target network analysis, palbociclib, alpelisib, ribociclib, dexamethasone, checkpoint kinase inhibitor AXD 7762, irinotecan, milademetan tosylate, R05045337, cisplatin, prexasertib, and olaparib were considered promising drug candidates targeting genes involved in at least two E:C fusion-related pathways.
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Affiliation(s)
- Jae Heon Jeong
- Integrated Major in Innovative Medical Science, College of Medicine, Seoul National University, Seoul 08826, Korea;
- Interdisciplinary Program for Bioengineering, College of Engineering, Seoul National University, Seoul 08826, Korea;
- Department of Plastic and Reconstructive Surgery, Seoul National University Bundang Hospital, Seongnam 13620, Korea
| | - Jae Won Yun
- Veterans Medical Research Institute, Veterans Health Service Medical Center, Seoul 08826, Korea;
| | - Ha Young Kim
- Interdisciplinary Program for Bioengineering, College of Engineering, Seoul National University, Seoul 08826, Korea;
| | - Chan Yeong Heo
- Interdisciplinary Program for Bioengineering, College of Engineering, Seoul National University, Seoul 08826, Korea;
- Department of Plastic and Reconstructive Surgery, Seoul National University Bundang Hospital, Seongnam 13620, Korea
- Department of Plastic and Reconstructive Surgery, College of Medicine, Seoul National University, Seoul 03080, Korea
- Correspondence: (C.Y.H.); (S.L.); Tel.: +82-31-787-8124 (S.L.)
| | - Sejoon Lee
- Precision Medicine Center, Seoul National University Bundang Hospital, Seongnam 13620, Korea
- Department of Pathology and Translational Medicine, Seoul National University Bundang Hospital, Seongnam 13620, Korea
- Correspondence: (C.Y.H.); (S.L.); Tel.: +82-31-787-8124 (S.L.)
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15
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Liu CC, Veeraraghavan J, Tan Y, Kim JA, Wang X, Loo SK, Lee S, Hu Y, Wang XS. A Novel Neoplastic Fusion Transcript, RAD51AP1-DYRK4, Confers Sensitivity to the MEK Inhibitor Trametinib in Aggressive Breast Cancers. Clin Cancer Res 2021; 27:785-798. [PMID: 33172895 PMCID: PMC7934498 DOI: 10.1158/1078-0432.ccr-20-2769] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 09/18/2020] [Accepted: 11/04/2020] [Indexed: 01/19/2023]
Abstract
PURPOSE Luminal B breast tumors are more aggressive estrogen receptor-positive (ER+) breast cancers characterized by aggressive clinical behavior and a high risk of metastatic dissemination. The underlying pathologic molecular events remain poorly understood with a paucity of actionable genetic drivers, which hinders the development of new treatment strategies. EXPERIMENTAL DESIGN We performed large-scale RNA sequencing analysis to identify chimerical transcripts preferentially expressed in luminal B breast cancer. The lead candidate was validated by reverse transcription PCR in breast cancer tissues. The effects of inducible ectopic expression or genetic silencing were assessed by phenotypic assays such as MTS, transwell, and transendothelial migration assays, and by clonogenic assays to assess MEK inhibitor sensitivity. Subcellular fractionation, Western blots, and immunoprecipitation were performed to characterize the protein products and elucidate the engaged mechanisms. RESULTS Here we report a novel tumor-specific chimeric transcript RAD51AP1-DYRK4 preferentially expressed in luminal B tumors. Analysis of 200 ER+ breast tumors detected RAD51AP1-DYRK4 overexpression in 19 tumors (9.5%), which is markedly enriched in the luminal B tumors (17.5%). Ectopic expression of RAD51AP1-DYRK4, but not wild-type RAD51AP1, leads to marked activation of MEK/ERK signaling, and endows increased cell motility and transendothelial migration. More importantly, RAD51AP1-DYRK4 appears to endow increased sensitivity to the MEK inhibitor trametinib through attenuating compensatory activation of HER2/PI3K/AKT under MEK inhibition. CONCLUSIONS This discovery sheds light on a new area of molecular pathobiology of luminal B tumors and implies potential new therapeutic opportunities for more aggressive breast tumors overexpressing this fusion.
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Affiliation(s)
- Chia-Chia Liu
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jamunarani Veeraraghavan
- Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Ying Tan
- Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Jin-Ah Kim
- Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Xian Wang
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania
- Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Suet Kee Loo
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Sanghoon Lee
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Yiheng Hu
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania
- Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Xiao-Song Wang
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania.
- Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania
- Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, Texas
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Medicine, Baylor College of Medicine, Houston, Texas
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16
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Van AAN, Kunkel MT, Baffi TR, Lordén G, Antal CE, Banerjee S, Newton AC. Protein kinase C fusion proteins are paradoxically loss of function in cancer. J Biol Chem 2021; 296:100445. [PMID: 33617877 PMCID: PMC8008189 DOI: 10.1016/j.jbc.2021.100445] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Revised: 02/11/2021] [Accepted: 02/18/2021] [Indexed: 12/02/2022] Open
Abstract
Within the AGC kinase superfamily, gene fusions resulting from chromosomal rearrangements have been most frequently described for protein kinase C (PKC), with gene fragments encoding either the C-terminal catalytic domain or the N-terminal regulatory moiety fused to other genes. Kinase fusions that eliminate regulatory domains are typically gain of function and often oncogenic. However, several quality control pathways prevent accumulation of aberrant PKC, suggesting that PKC fusions may paradoxically be loss of function. To explore this topic, we used biochemical, cellular, and genome editing approaches to investigate the function of fusions that retain the portion of the gene encoding either the catalytic domain or regulatory domain of PKC. Overexpression studies revealed that PKC catalytic domain fusions were constitutively active but vulnerable to degradation. Genome editing of endogenous genes to generate a cancer-associated PKC fusion resulted in cells with detectable levels of fusion transcript but no detectable protein. Hence, PKC catalytic domain fusions are paradoxically loss of function as a result of their instability, preventing appreciable accumulation of protein in cells. Overexpression of a PKC regulatory domain fusion suppressed both basal and agonist-induced endogenous PKC activity, acting in a dominant-negative manner by competing for diacylglycerol. For both catalytic and regulatory domain fusions, the PKC component of the fusion proteins mediated the effects of the full-length fusions on the parameters examined, suggesting that the partner protein is dispensable in these contexts. Taken together, our findings reveal that PKC gene fusions are distinct from oncogenic fusions and present a mechanism by which loss of PKC function occurs in cancer.
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Affiliation(s)
- An-Angela N Van
- Department of Pharmacology, University of California at San Diego, La Jolla, California, USA; Biomedical Sciences Graduate Program, University of California at San Diego, La Jolla, California, USA
| | - Maya T Kunkel
- Department of Pharmacology, University of California at San Diego, La Jolla, California, USA
| | - Timothy R Baffi
- Department of Pharmacology, University of California at San Diego, La Jolla, California, USA; Biomedical Sciences Graduate Program, University of California at San Diego, La Jolla, California, USA
| | - Gema Lordén
- Department of Pharmacology, University of California at San Diego, La Jolla, California, USA
| | - Corina E Antal
- Department of Pharmacology, University of California at San Diego, La Jolla, California, USA; Biomedical Sciences Graduate Program, University of California at San Diego, La Jolla, California, USA
| | - Sourav Banerjee
- Department of Pharmacology, University of California at San Diego, La Jolla, California, USA
| | - Alexandra C Newton
- Department of Pharmacology, University of California at San Diego, La Jolla, California, USA.
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17
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Chu YH, Wirth LJ, Farahani AA, Nosé V, Faquin WC, Dias-Santagata D, Sadow PM. Clinicopathologic features of kinase fusion-related thyroid carcinomas: an integrative analysis with molecular characterization. Mod Pathol 2020; 33:2458-2472. [PMID: 32737449 PMCID: PMC7688509 DOI: 10.1038/s41379-020-0638-5] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 07/16/2020] [Accepted: 07/16/2020] [Indexed: 01/16/2023]
Abstract
The discovery of actionable kinase gene rearrangements has revolutionized the therapeutic landscape of thyroid carcinomas. Unsolved challenges include histopathologic recognition of targetable cases, correlation between genotypes and tumor behavior, and evolving resistance mechanisms against kinase inhibitors (KI). We present 62 kinase fusion-positive thyroid carcinomas (KFTC), including 57 papillary thyroid carcinomas (PTC), two poorly differentiated thyroid carcinomas (PDTC), two undifferentiated thyroid carcinomas (ATC), and one primary secretory carcinoma (SC), in 57 adults and 5 adolescents. Clinical records, post-operative histology, and molecular profiles were reviewed. Histologically, all KFTC showed multinodular growth with prominent intratumoral fibrosis. Lymphovascular invasion (95%), extrathyroidal extension, gross and microscopic (63%), and cervical lymph node metastasis (79%) were common. Several kinase fusions were identified: STRN-ALK, EML4-ALK, AGK-BRAF, CUL1-BRAF, MKRN1-BRAF, SND1-BRAF, TTYH3-BRAF, EML4-MET, TFG-MET, IRF2BP2-NTRK1, PPL-NTRK1, SQSTM1-NTRK1, TPR-NTRK1, TPM3-NTRK1, EML4-NTRK3, ETV6-NTRK3, RBPMS-NTRK3, SQSTM1-NTRK3, CCDC6-RET, ERC1-RET, NCOA4-RET, RASAL2-RET, TRIM24-RET, TRIM27-RET, and CCDC30-ROS1. Individual cases also showed copy number variants of EGFR and nucleotide variants and indels in pTERT, TP53, PIK3R1, AKT2, TSC2, FBXW7, JAK2, MEN1, VHL, IDH1, PTCH1, GNA11, GNAQ, SMARCA4, and CDH1. In addition to thyroidectomy and radioactive iodine, ten patients received multi-kinase and/or selective kinase inhibitor therapy, with 6 durable, objective responses and four with progressive disease. Among 47 cases with >6 months of follow-up (median [range]: 41 [6-480] months), persistent/recurrent disease, distant metastasis and thyroid cancer-related death occurred in 57%, 38% and 6%, respectively. In summary, KFTC encompass a spectrum of molecularly diverse tumors with overlapping clinicopathologic features and a tendency for clinical aggressiveness. Characteristic histology with multinodular growth and prominent fibrosis, particularly when there is extensive lymphovascular spread, should trigger molecular testing for gene rearrangements, either in a step-wise manner by prevalence or using a combined panel. Further, our findings provide information on molecular therapy in radioiodine-refractory thyroid carcinomas.
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Affiliation(s)
- Ying-Hsia Chu
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, United States of America
| | - Lori J. Wirth
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, United States of America
| | - Alexander A. Farahani
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, United States of America
| | - Vânia Nosé
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, United States of America
| | - William C. Faquin
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, United States of America
| | - Dora Dias-Santagata
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, United States of America
| | - Peter M. Sadow
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, 02114, United States of America
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18
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Papatsirou M, Artemaki PI, Scorilas A, Kontos CK. The role of circular RNAs in therapy resistance of patients with solid tumors. Per Med 2020; 17:469-490. [PMID: 33052780 DOI: 10.2217/pme-2020-0103] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Circular RNAs (circRNAs) are a type of single-stranded RNA molecules forming a covalently closed, continuous structure, lacking 5'-3' polarity and polyadenylated tails. Recent advances in high-throughput sequencing technologies have revealed that these molecules are abundant, resistant to degradation and often expressed in a tissue- or developmental stage-specific manner. circRNAs are produced by back-splicing circularization of primary transcripts and exhibit a variety of functions, including regulation of transcription, translation and cellular localization. This review focuses on differentially expressed circRNAs conferring therapy resistance or sensitivity of solid tumors, such as carcinomas, sarcomas and lymphomas. Deregulated circRNAs can participate in the development of resistance to treatment by modulating regulatory pathways and cellular processes, including the mitogen-activated protein kinase pathway, epithelial-mesenchymal transition, apoptosis and autophagy.
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Affiliation(s)
- Maria Papatsirou
- Department of Biochemistry & Molecular Biology, Faculty of Biology, National & Kapodistrian University of Athens, Athens 15701, Greece
| | - Pinelopi I Artemaki
- Department of Biochemistry & Molecular Biology, Faculty of Biology, National & Kapodistrian University of Athens, Athens 15701, Greece
| | - Andreas Scorilas
- Department of Biochemistry & Molecular Biology, Faculty of Biology, National & Kapodistrian University of Athens, Athens 15701, Greece
| | - Christos K Kontos
- Department of Biochemistry & Molecular Biology, Faculty of Biology, National & Kapodistrian University of Athens, Athens 15701, Greece
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19
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Li L, Lin L, Veeraraghavan J, Hu Y, Wang X, Lee S, Tan Y, Schiff R, Wang XS. Therapeutic role of recurrent ESR1-CCDC170 gene fusions in breast cancer endocrine resistance. Breast Cancer Res 2020; 22:84. [PMID: 32771039 PMCID: PMC7414578 DOI: 10.1186/s13058-020-01325-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Accepted: 07/27/2020] [Indexed: 01/07/2023] Open
Abstract
Background Endocrine therapy is the most common treatment for estrogen receptor (ER)-positive breast cancer, but its effectiveness is limited by high rates of primary and acquired resistance. There are likely many genetic causes, and recent studies suggest the important role of ESR1 mutations and fusions in endocrine resistance. Previously, we reported a recurrent ESR1 fusion called ESR1-CCDC170 in 6–8% of the luminal B breast cancers that has a worse clinical outcome after endocrine therapy. Despite being the most frequent ESR1 fusion, its functional role in endocrine resistance has not been studied in vivo, and the engaged mechanism and therapeutic relevance remain uncharacterized. Methods The endocrine sensitivities of HCC1428 or T47D breast cancer cells following genetic perturbations of ESR1-CCDC170 were assessed using clonogenic assays and/or xenograft mouse models. The underlying mechanisms were investigated by reverse phase protein array, western blotting, immunoprecipitation, and bimolecular fluorescence complementation assays. The sensitivity of ESR1-CCDC170 expressing breast cancer cells to concomitant treatments of tamoxifen and HER/SRC inhibitors was assessed by clonogenic assays. Results Our results suggested that different ESR1-CCDC170 fusions endow different levels of reduced endocrine sensitivity in vivo, resulting in significant survival disadvantages. Further investigation revealed a novel mechanism that ESR1-CCDC170 binds to HER2/HER3/SRC and activates SRC/PI3K/AKT signaling. Silencing of ESR1-CCDC170 in the fusion-positive cell line, HCC1428, downregulates HER2/HER3, represses pSRC/pAKT, and improves endocrine sensitivity. More important, breast cancer cells expressing ectopic or endogenous ESR1-CCDC170 are highly sensitive to treatment regimens combining endocrine agents with the HER2 inhibitor lapatinib and/or the SRC inhibitor dasatinib. Conclusion ESR1-CCDC170 may endow breast cancer cell survival under endocrine therapy via maintaining/activating HER2/HER3/SRC/AKT signaling which implies a potential therapeutic strategy for managing these fusion positive tumors.
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Affiliation(s)
- Li Li
- Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA.,Department of Pathology, University of Pittsburgh, Pittsburgh, PA, 15261, USA.,Women's Cancer Research Center, Magee-Womens Research Institute, Pittsburgh, PA, 15213, USA.,Department of Cell Biology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, 100191, China
| | - Ling Lin
- Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA.,Department of Pathology, University of Pittsburgh, Pittsburgh, PA, 15261, USA.,Women's Cancer Research Center, Magee-Womens Research Institute, Pittsburgh, PA, 15213, USA
| | - Jamunarani Veeraraghavan
- Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, 77030, USA.,Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA.,Department of Medicine, Baylor College of Medicine, Houston, TX, 77030, USA.,Molecular & Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Yiheng Hu
- Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA.,Department of Pathology, University of Pittsburgh, Pittsburgh, PA, 15261, USA.,Women's Cancer Research Center, Magee-Womens Research Institute, Pittsburgh, PA, 15213, USA.,Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, 77030, USA.,Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA.,Department of Medicine, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Xian Wang
- Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA.,Department of Pathology, University of Pittsburgh, Pittsburgh, PA, 15261, USA.,Women's Cancer Research Center, Magee-Womens Research Institute, Pittsburgh, PA, 15213, USA.,Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, 77030, USA.,Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA.,Department of Medicine, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Sanghoon Lee
- Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA.,Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, 15206, USA
| | - Ying Tan
- Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, 77030, USA.,Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA.,Department of Medicine, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Rachel Schiff
- Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, 77030, USA.,Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA.,Department of Medicine, Baylor College of Medicine, Houston, TX, 77030, USA.,Molecular & Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Xiao-Song Wang
- Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, 15232, USA. .,Department of Pathology, University of Pittsburgh, Pittsburgh, PA, 15261, USA. .,Women's Cancer Research Center, Magee-Womens Research Institute, Pittsburgh, PA, 15213, USA. .,Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, 77030, USA. .,Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA. .,Department of Medicine, Baylor College of Medicine, Houston, TX, 77030, USA. .,Molecular & Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA. .,Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, 15206, USA.
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20
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Jang YE, Jang I, Kim S, Cho S, Kim D, Kim K, Kim J, Hwang J, Kim S, Kim J, Kang J, Lee B, Lee S. ChimerDB 4.0: an updated and expanded database of fusion genes. Nucleic Acids Res 2020; 48:D817-D824. [PMID: 31680157 PMCID: PMC7145594 DOI: 10.1093/nar/gkz1013] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2019] [Revised: 10/16/2019] [Accepted: 10/17/2019] [Indexed: 12/14/2022] Open
Abstract
Fusion genes represent an important class of biomarkers and therapeutic targets in cancer. ChimerDB is a comprehensive database of fusion genes encompassing analysis of deep sequencing data (ChimerSeq) and text mining of publications (ChimerPub) with extensive manual annotations (ChimerKB). In this update, we present all three modules substantially enhanced by incorporating the recent flood of deep sequencing data and related publications. ChimerSeq now covers all 10 565 patients in the TCGA project, with compilation of computational results from two reliable programs of STAR-Fusion and FusionScan with several public resources. In sum, ChimerSeq includes 65 945 fusion candidates, 21 106 of which were predicted by multiple programs (ChimerSeq-Plus). ChimerPub has been upgraded by applying a deep learning method for text mining followed by extensive manual curation, which yielded 1257 fusion genes including 777 cases with experimental supports (ChimerPub-Plus). ChimerKB includes 1597 fusion genes with publication support, experimental evidences and breakpoint information. Importantly, we implemented several new features to aid estimation of functional significance, including the fusion structure viewer with domain information, gene expression plot of fusion positive versus negative patients and a STRING network viewer. The user interface also was greatly enhanced by applying responsive web design. ChimerDB 4.0 is available at http://www.kobic.re.kr/chimerdb/.
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Affiliation(s)
- Ye Eun Jang
- Department of Bio-Information Science, Ewha Womans University, Seoul 03760, Republic of Korea
| | - Insu Jang
- Korean Bioinformation Center, Korean Research Institute of Bioscience and Biotechnology, Daejeon 34141, Republic of Korea
| | - Sunkyu Kim
- Department of Computer Science and Engineering, Korea University, Seoul 02841, Republic of Korea
| | - Subin Cho
- Department of Bio-Information Science, Ewha Womans University, Seoul 03760, Republic of Korea
| | - Daehan Kim
- Department of Computer Science and Engineering, Korea University, Seoul 02841, Republic of Korea
| | - Keonwoo Kim
- Department of Computer Science and Engineering, Korea University, Seoul 02841, Republic of Korea
| | - Jaewon Kim
- Department of Bio-Information Science, Ewha Womans University, Seoul 03760, Republic of Korea
| | - Jimin Hwang
- Department of Bio-Information Science, Ewha Womans University, Seoul 03760, Republic of Korea
| | - Sangok Kim
- Department of Life Science, Ewha Womans University, Seoul 03760, Republic of Korea
| | - Jaesang Kim
- Department of Life Science, Ewha Womans University, Seoul 03760, Republic of Korea
| | - Jaewoo Kang
- Department of Computer Science and Engineering, Korea University, Seoul 02841, Republic of Korea
| | - Byungwook Lee
- Korean Bioinformation Center, Korean Research Institute of Bioscience and Biotechnology, Daejeon 34141, Republic of Korea
| | - Sanghyuk Lee
- Department of Bio-Information Science, Ewha Womans University, Seoul 03760, Republic of Korea.,Department of Life Science, Ewha Womans University, Seoul 03760, Republic of Korea
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21
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Lee S, Hu Y, Loo SK, Tan Y, Bhargava R, Lewis MT, Wang XS. Landscape analysis of adjacent gene rearrangements reveals BCL2L14-ETV6 gene fusions in more aggressive triple-negative breast cancer. Proc Natl Acad Sci U S A 2020; 117:9912-9921. [PMID: 32321829 PMCID: PMC7211963 DOI: 10.1073/pnas.1921333117] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Triple-negative breast cancer (TNBC) accounts for 10 to 20% of breast cancer, with chemotherapy as its mainstay of treatment due to lack of well-defined targets, and recent genomic sequencing studies have revealed a paucity of TNBC-specific mutations. Recurrent gene fusions comprise a class of viable genetic targets in solid tumors; however, their role in breast cancer remains underappreciated due to the complexity of genomic rearrangements in this cancer. Our interrogation of the whole-genome sequencing data for 215 breast tumors catalogued 99 recurrent gene fusions, 57% of which are cryptic adjacent gene rearrangements (AGRs). The most frequent AGRs, BCL2L14-ETV6, TTC6-MIPOL1, ESR1-CCDC170, and AKAP8-BRD4, were preferentially found in the more aggressive forms of breast cancers that lack well-defined genetic targets. Among these, BCL2L14-ETV6 was exclusively detected in TNBC, and interrogation of four independent patient cohorts detected BCL2L14-ETV6 in 4.4 to 12.2% of TNBC tumors. Interestingly, these fusion-positive tumors exhibit more aggressive histopathological features, such as gross necrosis and high tumor grade. Amid TNBC subtypes, BCL2L14-ETV6 is most frequently detected in the mesenchymal entity, accounting for ∼19% of these tumors. Ectopic expression of BCL2L14-ETV6 fusions induce distinct expression changes from wild-type ETV6 and enhance cell motility and invasiveness of TNBC and benign breast epithelial cells. Furthermore, BCL2L14-ETV6 fusions prime partial epithelial-mesenchymal transition and endow resistance to paclitaxel treatment. Together, these data reveal AGRs as a class of underexplored genetic aberrations that could be pathological in breast cancer, and identify BCL2L14-ETV6 as a recurrent gene fusion in more aggressive form of TNBC tumors.
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Affiliation(s)
- Sanghoon Lee
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA 15232
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA 15232
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA 15232
| | - Yiheng Hu
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA 15232
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA 15232
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA 15232
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA 15232
- Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX 77030
| | - Suet Kee Loo
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA 15232
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA 15232
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA 15232
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA 15232
| | - Ying Tan
- Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX 77030
| | - Rohit Bhargava
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA 15232
| | - Michael T Lewis
- Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX 77030
- Department of Radiology, Baylor College of Medicine, Houston, TX 77030
| | - Xiao-Song Wang
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA 15232;
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA 15232
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA 15232
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA 15232
- Lester & Sue Smith Breast Center, Baylor College of Medicine, Houston, TX 77030
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX 77030
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22
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Ross DS, Liu B, Schram AM, Razavi P, Lagana SM, Zhang Y, Scaltriti M, Bromberg JF, Ladanyi M, Hyman DM, Drilon A, Zehir A, Benayed R, Chandarlapaty S, Hechtman JF. Enrichment of kinase fusions in ESR1 wild-type, metastatic breast cancer revealed by a systematic analysis of 4854 patients. Ann Oncol 2020; 31:991-1000. [PMID: 32348852 DOI: 10.1016/j.annonc.2020.04.008] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 04/01/2020] [Accepted: 04/09/2020] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Kinase fusions are rare and poorly characterized in breast cancer (BC). We aimed to characterize kinase fusions within a large cohort of advanced BC. PATIENTS AND METHODS A total of 4854 patients with BC were analyzed by Memorial Sloan Kettering-Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT) targeted DNAseq and MSK-Fusion targeted RNAseq during the study time period. RESULTS Twenty-seven of 4854 (0.6%) patients harbored fusions: 11 FGFR (five FGFR2, three FGFR3, three FGFR1), five BRAF, four NTRK1, two RET, two ROS1, one ALK, one ERBB2, and one MET. A history of endocrine therapy was present in 15 (56%) of fusion-positive BC; eight of the 15 cases had available pre-treatment samples, of which six were fusion-negative. None of the fusion-positive BC samples harbored ESR1 hotspot mutations. Two patients with acquired LMNA-NTRK1 fusions and metastatic disease received larotrectinib and demonstrated clinical benefit. CONCLUSION Kinase fusions in BC are extremely rare, and appear to be enriched in hormone-resistant, metastatic carcinomas and mutually exclusive with ESR1 mutations. The present study expands the spectrum of genetic alterations activating mitogen-activated protein kinase (MAPK) signaling that can substitute for ESR1 mutations in this setting. Molecular testing at progression after endocrine therapy should include fusion testing, particularly in the absence of ESR1 hotspot alterations, in an effort to identify additional therapeutic options which may provide substantial clinical benefit.
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Affiliation(s)
- D S Ross
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, USA.
| | - B Liu
- Human Oncology and Pathogenesis Program
| | - A M Schram
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - P Razavi
- Human Oncology and Pathogenesis Program; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - S M Lagana
- Department of Pathology, Columbia University Medical Center, New York, USA
| | - Y Zhang
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - M Scaltriti
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, USA; Human Oncology and Pathogenesis Program
| | - J F Bromberg
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - M Ladanyi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, USA; Human Oncology and Pathogenesis Program
| | - D M Hyman
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - A Drilon
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - A Zehir
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - R Benayed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - S Chandarlapaty
- Human Oncology and Pathogenesis Program; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - J F Hechtman
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, USA
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23
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Abstract
Clinical success attained in patients with cancer treated with checkpoint inhibitors has renewed the interest in the immune system and in particular in T cells as a therapeutic tool to eliminate tumors. Here, we discuss recent studies that evaluate the anti-tumor role of CD8 T cells and the mechanisms that interfere with this function. In particular, we review recent literature that has reported on the phenotype and transcriptome of tumor-infiltrating CD8 T cells and deciphered the mechanisms associated with failed tumor rejection.
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Affiliation(s)
- José C Crispin
- Escuela de Medicina y Ciencias de la Salud, Tecnológico de Monterrey, Mexico City, Mexico.,Department of Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - George C Tsokos
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, USA.,Harvard Medical School, Boston, USA
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24
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Neckles C, Sundara Rajan S, Caplen NJ. Fusion transcripts: Unexploited vulnerabilities in cancer? WILEY INTERDISCIPLINARY REVIEWS-RNA 2019; 11:e1562. [PMID: 31407506 PMCID: PMC6916338 DOI: 10.1002/wrna.1562] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 07/05/2019] [Accepted: 07/08/2019] [Indexed: 12/12/2022]
Abstract
Gene fusions are an important class of mutations in several cancer types and include genomic rearrangements that fuse regulatory or coding elements from two different genes. Analysis of the genetics of cancers harboring fusion oncogenes and the proteins they encode have enhanced cancer diagnosis and in some cases patient treatment. However, the effect of the complex structure of fusion genes on the biogenesis of the resulting chimeric transcripts they express is not well studied. There are two potential RNA‐related vulnerabilities inherent to fusion‐driven cancers: (a) the processing of the fusion precursor messenger RNA (pre‐mRNA) to the mature mRNA and (b) the mature mRNA. In this study, we discuss the effects that the genetic organization of fusion oncogenes has on the generation of translatable mature RNAs and the diversity of fusion transcripts expressed in different cancer subtypes, which can fundamentally influence both tumorigenesis and treatment. We also discuss functional genomic approaches that can be utilized to identify proteins that mediate the processing of fusion pre‐mRNAs. Furthermore, we assert that an enhanced understanding of fusion transcript biogenesis and the diversity of the chimeric RNAs present in fusion‐driven cancers will increase the likelihood of successful application of RNA‐based therapies in this class of tumors. This article is categorized under:RNA Processing > RNA Editing and Modification RNA Processing > Splicing Regulation/Alternative Splicing RNA in Disease and Development > RNA in Disease
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Affiliation(s)
- Carla Neckles
- Functional Genetics Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, DHHS, Bethesda, Maryland
| | - Soumya Sundara Rajan
- Functional Genetics Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, DHHS, Bethesda, Maryland
| | - Natasha J Caplen
- Functional Genetics Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, DHHS, Bethesda, Maryland
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25
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Parl FF, Dupont WD, Crooke PS. Interchromosomal Translocations as a Means to Map Chromosome Territories in Breast Cancer. Cancer Inform 2019; 18:1176935119842573. [PMID: 31019364 PMCID: PMC6469281 DOI: 10.1177/1176935119842573] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Accepted: 03/17/2019] [Indexed: 02/01/2023] Open
Abstract
The genome-wide identification of mutated genes is an important advance in our understanding of tumor biology, but several fundamental questions remain open. How do these genes act together to promote cancer development and, a related question, how are they spatially arranged in the nucleus to allow coordinated expression? We examined the nuclear topography of mutated genes in breast cancer and their relation to chromosome territories (CTs). We performed a literature review and analyzed 1 type of mutation, interchromosomal translocations, in 1546 primary breast cancers to infer the spatial arrangement of chromosomes. The cosegregation of all observed fusion genes was used to create a matrix of genome-wide CT contacts and develop a tentative CT map of breast cancer. Regression analysis was performed to determine the association between CTs and all types of mutations. Chromosomes 17, 11, 8, and 1 had the majority of interchromosomal fusions and are presumably clustered in the nuclear center, whereas chromosomes 22, 21, X, and 18 had the lowest number of contacts, likely reflecting a more peripheral position. Regression analysis revealed that there was no significant association between chromosome length indicated by the number of base pairs per chromosome and the number of total (inter- and intrachromosomal) translocations, point mutations, or copy number aberrations (CNAs). The gene density of chromosomes (genes/Mb) was significantly correlated with total translocations (P = .02), but not with point mutations P = .19 and CNAs P = .62. Finally, the association of the 3 genetic alterations with the CT map deduced from the interchromosomal fusions was significant, ie, total translocations P = 7 × 10-11, point mutations P = .01, CNAs P = .002. In conclusion, we developed a tentative CT map and observed a spatial association with genetic alterations in breast cancer.
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Affiliation(s)
- Fritz F Parl
- Department of Pathology, Microbiology
and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - William D Dupont
- Department of Biostatistics, Vanderbilt
University, Nashville, TN, USA
| | - Philip S Crooke
- Department of Mathematics, Vanderbilt
University, Nashville, TN, USA
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26
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Slotkin EK, Diolaiti D, Shukla NN, Dela Cruz FS, Clark JJ, Gundem G, Yellapantula VD, Levine MF, You D, Ma P, Pachhal S, Ibanez Sanchez G, Benayed R, Jungbluth AA, Smyth LM, Mauguen A, Gushterova I, Ding H, Spraggon L, Darnell R, Califano A, Ladanyi M, Papaemmanuil E, Kung AL, Hyman DM, Roberts SS. Patient-Driven Discovery, Therapeutic Targeting, and Post-Clinical Validation of a Novel AKT1 Fusion-Driven Cancer. Cancer Discov 2019; 9:605-616. [PMID: 30877085 DOI: 10.1158/2159-8290.cd-18-0953] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 01/18/2019] [Accepted: 03/12/2019] [Indexed: 11/16/2022]
Abstract
Despite the important role of the PI3K/AKT/mTOR axis in the pathogenesis of cancer, to date there have been few functional oncogenic fusions identified involving the AKT genes. A 12-year-old female with a histopathologically indeterminate epithelioid neoplasm was found to harbor a novel fusion between the LAMTOR1 and AKT1 genes. Through expanded use access, she became the first pediatric patient to be treated with the oral ATP-competitive pan-AKT inhibitor ipatasertib. Treatment resulted in dramatic tumor regression, demonstrating through patient-driven discovery that the fusion resulted in activation of AKT1, was an oncogenic driver, and could be therapeutically targeted with clinical benefit. Post-clinical validation using patient-derived model systems corroborated these findings, confirmed a membrane-bound and constitutively active fusion protein, and identified potential mechanisms of resistance to single-agent treatment with ipatasertib. SIGNIFICANCE: This study describes the patient-driven discovery of the first AKT1 fusion-driven cancer and its treatment with the AKT inhibitor ipatasertib. Patient-derived in vitro and in vivo model systems are used to confirm the LAMTOR1-AKT1 fusion as a tumorigenic driver and identify potential mechanisms of resistance to AKT inhibition.This article is highlighted in the In This Issue feature, p. 565.
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Affiliation(s)
- Emily K Slotkin
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York.
| | - Daniel Diolaiti
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Neerav N Shukla
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Gunes Gundem
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Venkata D Yellapantula
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Max F Levine
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Daoqi You
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Peilin Ma
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Sagarika Pachhal
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Ryma Benayed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Achim A Jungbluth
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Lillian M Smyth
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Audrey Mauguen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Hongxu Ding
- Columbia University Medical Center, New York, New York
| | | | | | | | - Marc Ladanyi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Elli Papaemmanuil
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - David M Hyman
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Stephen S Roberts
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
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27
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Basudan A, Priedigkeit N, Hartmaier RJ, Sokol ES, Bahreini A, Watters RJ, Boisen MM, Bhargava R, Weiss KR, Karsten MM, Denkert C, Blohmer JU, Leone JP, Hamilton RL, Brufsky AM, Elishaev E, Lucas PC, Lee AV, Oesterreich S. Frequent ESR1 and CDK Pathway Copy-Number Alterations in Metastatic Breast Cancer. Mol Cancer Res 2019; 17:457-468. [PMID: 30355675 PMCID: PMC6359977 DOI: 10.1158/1541-7786.mcr-18-0946] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Revised: 10/04/2018] [Accepted: 10/11/2018] [Indexed: 12/30/2022]
Abstract
DNA sequencing has identified a limited number of driver mutations in metastatic breast cancer beyond single base-pair mutations in the estrogen receptor (ESR1). However, our previous studies and others have observed that structural variants, such as ESR1 fusions, may also play a role. Therefore, we expanded upon these observations by performing a comprehensive and highly sensitive characterization of copy-number (CN) alterations in a large clinical cohort of metastatic specimens. NanoString DNA hybridization was utilized to measure CN gains, amplifications, and deletions of 67 genes in 108 breast cancer metastases, and in 26 cases, the patient-matched primary tumor. For ESR1, a copyshift algorithm was applied to identify CN imbalances at exon-specific resolution and queried large data sets (>15,000 tumors) that had previously undergone next-generation sequencing (NGS). Interestingly, a subset of ER+ tumors showed increased ESR1 CN (11/82, 13%); three had CN amplifications (4%) and eight had gains (10%). Increased ESR1 CN was enriched in metastatic specimens versus primary tumors, and this was orthogonally confirmed in a large NGS data set. ESR1-amplified tumors showed a site-specific enrichment for bone metastases and worse outcomes than nonamplified tumors. No ESR1 CN amplifications and only one gain was identified in ER- tumors. ESR1 copyshift was present in 5 of the 11 ESR1-amplified tumors. Other frequent amplifications included ERBB2, GRB7, and cell-cycle pathway members CCND1 and CDK4/6, which showed mutually exclusivity with deletions of CDKN2A, CDKN2B, and CDKN1B. IMPLICATIONS: Copy-number alterations of ESR1 and key CDK pathway genes are frequent in metastatic breast cancers, and their clinical relevance should be tested further.
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Affiliation(s)
- Ahmed Basudan
- Department of Human Genetics, University of Pittsburgh, Pittsburgh, Pennsylvania
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Clinical Lab Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Nolan Priedigkeit
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Ryan J Hartmaier
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | | | - Amir Bahreini
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Genetics and Molecular Biology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Rebecca J Watters
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Michelle M Boisen
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Obstetrics and Gynecology, University of Pittsburgh, Pittsburgh, Pennsylvania
- Magee-Women Hospital, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Rohit Bhargava
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Kurt R Weiss
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Surgical Oncology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | | | | | | | - Jose P Leone
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Ronald L Hamilton
- Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Adam M Brufsky
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Esther Elishaev
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- Magee-Women Hospital, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Peter C Lucas
- Department of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Adrian V Lee
- Department of Human Genetics, University of Pittsburgh, Pittsburgh, Pennsylvania
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Steffi Oesterreich
- Women's Cancer Research Center, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, Pennsylvania.
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, Pennsylvania
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28
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Yu YP, Liu P, Nelson J, Hamilton RL, Bhargava R, Michalopoulos G, Chen Q, Zhang J, Ma D, Pennathur A, Luketich J, Nalesnik M, Tseng G, Luo JH. Identification of recurrent fusion genes across multiple cancer types. Sci Rep 2019; 9:1074. [PMID: 30705370 PMCID: PMC6355770 DOI: 10.1038/s41598-019-38550-6] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Accepted: 12/27/2018] [Indexed: 01/21/2023] Open
Abstract
Chromosome changes are one of the hallmarks of human malignancies. Chromosomal rearrangement is frequent in human cancers. One of the consequences of chromosomal rearrangement is gene fusions in the cancer genome. We have previously identified a panel of fusion genes in aggressive prostate cancers. In this study, we showed that 6 of these fusion genes are present in 7 different types of human malignancies with variable frequencies. Among them, the CCNH-C5orf30 and TRMT11-GRIK2 gene fusions were found in breast cancer, colon cancer, non-small cell lung cancer, esophageal adenocarcinoma, glioblastoma multiforme, ovarian cancer and liver cancer, with frequencies ranging from 12.9% to 85%. In contrast, four other gene fusions (mTOR-TP53BP1, TMEM135-CCDC67, KDM4-AC011523.2 and LRRC59-FLJ60017) are less frequent. Both TRMT11-GRIK2 and CCNH-C5orf30 are also frequently present in lymph node metastatic cancer samples from the breast, colon and ovary. Thus, detecting these fusion transcripts may have significant biological and clinical implications in cancer patient management.
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Affiliation(s)
- Yan-Ping Yu
- Departments of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15261, USA
| | - Peng Liu
- Departments of Biostatistics, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15261, USA
| | - Joel Nelson
- Departments of Urology, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15261, USA
| | - Ronald L Hamilton
- Departments of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15261, USA
| | - Rohit Bhargava
- Departments of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15261, USA
| | - George Michalopoulos
- Departments of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15261, USA
| | - Qi Chen
- Department of Pharmacology, Toxicology & Therapeutics, University of Kansas, Kansas City, KS, 66160, USA
| | - Jun Zhang
- Department of Medicine, University of Iowa, Iowa City, Iowa, 52242, USA
| | - Deqin Ma
- Department of Pathology, University of Iowa, Iowa City, Iowa, 52242, USA
| | - Arjun Pennathur
- Departments of Cardiothoracic Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15261, USA
| | - James Luketich
- Departments of Cardiothoracic Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15261, USA
| | - Michael Nalesnik
- Departments of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15261, USA
| | - George Tseng
- Departments of Biostatistics, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15261, USA
| | - Jian-Hua Luo
- Departments of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15261, USA.
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29
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Natrajan R, Tutt ANJ, Lord CJ. Driver Oncogenes but Not as We Know Them: Targetable Fusion Genes in Breast Cancer. Cancer Discov 2018; 8:272-275. [PMID: 29500329 PMCID: PMC6372062 DOI: 10.1158/2159-8290.cd-18-0091] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Two reports in this issue of Cancer Discovery outline how the genomic composition of tumors, including the presence of intragenic gene fusions, could inform the selection of treatment approaches in aggressive forms of the disease. Cancer Discov; 8(3); 272-5. ©2018 AACRSee related article by Matissek et al., p. 336See related article by Liu et al., p. 354.
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Affiliation(s)
- Rachael Natrajan
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, United Kingdom.
| | - Andrew N J Tutt
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, United Kingdom.
- The Breast Cancer Now Research Unit at King's College Hospital, London, United Kingdom
| | - Christopher J Lord
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, United Kingdom.
- CRUK Gene Function Laboratory, The Institute of Cancer Research, London, United Kingdom
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