1
|
Pataccini G, Elia A, Sequeira G, Ambrosio L, Coianis M, Lamb CA, Rojas PA, Martínez Vázquez P, Burruchaga J, Spengler E, Vanzulli SI, Abba M, Lanari C. Steroid hormone receptors, exome sequencing and treatment responsiveness of breast cancer patient-derived xenografts originated in a South American country. Sci Rep 2025; 15:2415. [PMID: 39827242 PMCID: PMC11742900 DOI: 10.1038/s41598-025-86389-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Accepted: 01/10/2025] [Indexed: 01/22/2025] Open
Abstract
Breast cancer (BC) patient-derived xenografts (PDX) are relevant models for precision medicine. However, there are no collections derived from South American BC patients. Since ethnicity significantly impacts clinical outcomes, it is necessary to develop PDX models from different lineages. Our goals were to a) develop BC PDX from our population; b) characterize the expression of estrogen (ER), progesterone (PR), androgen (AR) and glucocorticoid (GR) receptors, basal and luminal cytokeratins, EGFR and HER2; c) identify PDX mutations; d) evaluate the response to treatments selected based on their biological and genetic features, and e) perform BC tissue cultures (BCTC) from PDX tissues and compare in vivo and ex vivo results. Surgical fragments were maintained in a culture medium and inoculated subcutaneously into untreated NSG female mice, or treated with estradiol pellets. Other fragments were fixed in formalin for diagnosis and immunohistochemistry, and a third piece was frozen at -80°C for molecular studies or whole exome-sequencing. Tumors were serially transplanted into NSG mice. Once the PDX was established, in vivo and ex vivo drug responses were evaluated. Eight PDX were established: two ER + [BC-AR685 (PR +) and BC-AR707 (PR-)], one from a triple-negative (TN) recurrence whose primary tumor was ER + (BC-AR485), one HER2 + (BC-AR474) and four TN primary tumors (BC-AR553, BC-AR546, BC-AR631 and BC-AR687). BC-AR685 had higher levels of PR isoform A than isoform B and was sensitive to mifepristone, tamoxifen, and palbociclib. BC-AR707 was inhibited by tamoxifen and testosterone. BC-AR474 was inhibited by trastuzumab and trastuzumab emtansine. BC-AR485 was sensitive to doxorubicin and resistant to paclitaxel in vivo and ex vivo. BC-AR687 carried a PIK3CA (C420R) mutation and was sensitive to alpelisib and mTOR inhibitors. All PDX expressed AR with varying intensities. GR and AR were co-expressed in the ER + tumors and in 3 TN PDX. We report the first PDX originated from South American countries that were genetically and biologically characterized and may be used in precision medicine studies. PDX expressing AR and/or GR are powerful tools to evaluate different endocrine treatment combinations even in TN tumors.
Collapse
Affiliation(s)
- Gabriela Pataccini
- Laboratory of Hormonal Carcinogenesis, IBYME-CONICET, Ciudad Autónoma de Buenos Aires (CABA), V. Obligado 2490, C1428ADN, Buenos Aires, Argentina
| | - Andrés Elia
- Laboratory of Hormonal Carcinogenesis, IBYME-CONICET, Ciudad Autónoma de Buenos Aires (CABA), V. Obligado 2490, C1428ADN, Buenos Aires, Argentina
| | - Gonzalo Sequeira
- Laboratory of Hormonal Carcinogenesis, IBYME-CONICET, Ciudad Autónoma de Buenos Aires (CABA), V. Obligado 2490, C1428ADN, Buenos Aires, Argentina
| | - Luisa Ambrosio
- Laboratory of Hormonal Carcinogenesis, IBYME-CONICET, Ciudad Autónoma de Buenos Aires (CABA), V. Obligado 2490, C1428ADN, Buenos Aires, Argentina
| | - Marcela Coianis
- Laboratory of Hormonal Carcinogenesis, IBYME-CONICET, Ciudad Autónoma de Buenos Aires (CABA), V. Obligado 2490, C1428ADN, Buenos Aires, Argentina
| | - Caroline A Lamb
- Laboratory of Hormonal Carcinogenesis, IBYME-CONICET, Ciudad Autónoma de Buenos Aires (CABA), V. Obligado 2490, C1428ADN, Buenos Aires, Argentina
| | - Paola A Rojas
- Laboratory of Hormonal Carcinogenesis, IBYME-CONICET, Ciudad Autónoma de Buenos Aires (CABA), V. Obligado 2490, C1428ADN, Buenos Aires, Argentina
| | | | - Javier Burruchaga
- Hospital de Agudos Magdalena V. de Martínez, General Pacheco, Buenos Aires, Argentina
| | - Eunice Spengler
- Hospital de Agudos Magdalena V. de Martínez, General Pacheco, Buenos Aires, Argentina
| | | | - Martin Abba
- Universidad Nacional de La Plata, La Plata, Argentina
| | - Claudia Lanari
- Laboratory of Hormonal Carcinogenesis, IBYME-CONICET, Ciudad Autónoma de Buenos Aires (CABA), V. Obligado 2490, C1428ADN, Buenos Aires, Argentina.
| |
Collapse
|
2
|
Marangoni E. Patient-Derived Xenografts of Breast Cancer. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2025; 1464:109-121. [PMID: 39821023 DOI: 10.1007/978-3-031-70875-6_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2025]
Abstract
Patient-derived xenografts (PDX) of breast cancer, obtained from the engraftment of tumour samples into immunodeficient mice, are the most effective preclinical models for studying the biology of human breast cancer and for the evaluation of new anti-cancer treatments. Notably, breast cancer PDX preserve the phenotypic and molecular characteristics of the donor tumours and reproduce the diversity of breast cancer. This preservation of breast cancer biology involves a number of different aspects, including tumour architecture and morphology, patterns of genomic alterations and gene expression, mutational status, and intra-tumour heterogeneity. For these reasons, these models have a strong predictive value in the translation of cancer therapeutics into clinical settings and can be considered as powerful and clinically relevant research tools for the identification of new treatments, mechanisms of drug resistance, and predictive biomarkers. PDX models have also been successfully used to analyse breast cancer metastasis and persister cancer cells surviving chemotherapy. Limitations of breast cancer PDX include the lack of a human immune system and the low take rate, especially for estrogen receptor (ER) and HER2-positive subtypes.
Collapse
Affiliation(s)
- Elisabetta Marangoni
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, Paris, France.
| |
Collapse
|
3
|
Sreekumar S, Montaudon E, Klein D, Gonzalez ME, Painsec P, Derrien H, Sourd L, Smeal T, Marangoni E, Ridinger M. PLK1 Inhibitor Onvansertib Enhances the Efficacy of Alpelisib in PIK3CA-Mutated HR-Positive Breast Cancer Resistant to Palbociclib and Endocrine Therapy: Preclinical Insights. Cancers (Basel) 2024; 16:3259. [PMID: 39409880 PMCID: PMC11476299 DOI: 10.3390/cancers16193259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 09/17/2024] [Accepted: 09/19/2024] [Indexed: 10/20/2024] Open
Abstract
BACKGROUND Endocrine therapy (ET) combined with cyclin-dependent kinase 4/6 inhibitors (CDK4/6i) is the preferred first-line treatment for hormone receptor-positive (HR+)/HER2- metastatic breast cancer. Although this is beneficial, acquired resistance leads to disease progression, and patients harboring PIK3CA mutations are treated with targeted therapies such as the PI3Kα inhibitor, alpelisib, alongside ET. Drug-associated resistance mechanisms limit the efficacy of alpelisib, highlighting the need for better combination therapies. This study aimed to evaluate the efficacy of combining alpelisib with a highly specific PLK1 inhibitor, onvansertib, in PIK3CA-mutant HR+ breast cancer preclinical models. METHODS We assessed the effect of the alpelisib and onvansertib combination on cell viability, PI3K signaling pathway, cell cycle phase distribution and apoptosis in PI3K-activated HR+ breast cancer cell lines. The antitumor activity of the combination was evaluated in three PIK3CA-mutant HR+ breast cancer patient-derived xenograft (PDX) models, resistant to ET and CDK4/6 inhibitor palbociclib. Pharmacodynamics studies were performed using immunohistochemistry and Simple Western analyses in tumor tissues. RESULTS The combination synergistically inhibited cell viability, suppressed PI3K signaling, induced G2/M arrest and apoptosis in PI3K-activated cell lines. In the three PDX models, the combination demonstrated superior anti-tumor activity compared to the single agents. Pharmacodynamic studies confirmed the inhibition of both PLK1 and PI3K activity and pronounced apoptosis in the combination-treated tumors. CONCLUSIONS Our findings support that targeting PLK1 and PI3Kα with onvansertib and alpelisib, respectively, may be a promising strategy for patients with PIK3CA-mutant HR+ breast cancer failing ET + CDK4/6i therapies and warrant clinical evaluation.
Collapse
Affiliation(s)
- Sreeja Sreekumar
- Cardiff Oncology Incorporated, San Diego, CA 92121, USA; (S.S.); (D.K.); (M.E.G.); (T.S.)
| | - Elodie Montaudon
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, 75005 Paris, France; (E.M.); (P.P.); (H.D.); (L.S.); (E.M.)
| | - Davis Klein
- Cardiff Oncology Incorporated, San Diego, CA 92121, USA; (S.S.); (D.K.); (M.E.G.); (T.S.)
| | - Migdalia E. Gonzalez
- Cardiff Oncology Incorporated, San Diego, CA 92121, USA; (S.S.); (D.K.); (M.E.G.); (T.S.)
| | - Pierre Painsec
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, 75005 Paris, France; (E.M.); (P.P.); (H.D.); (L.S.); (E.M.)
| | - Héloise Derrien
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, 75005 Paris, France; (E.M.); (P.P.); (H.D.); (L.S.); (E.M.)
| | - Laura Sourd
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, 75005 Paris, France; (E.M.); (P.P.); (H.D.); (L.S.); (E.M.)
| | - Tod Smeal
- Cardiff Oncology Incorporated, San Diego, CA 92121, USA; (S.S.); (D.K.); (M.E.G.); (T.S.)
| | - Elisabetta Marangoni
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, 75005 Paris, France; (E.M.); (P.P.); (H.D.); (L.S.); (E.M.)
| | - Maya Ridinger
- Cardiff Oncology Incorporated, San Diego, CA 92121, USA; (S.S.); (D.K.); (M.E.G.); (T.S.)
| |
Collapse
|
4
|
Elia A, Pataccini G, Saldain L, Ambrosio L, Lanari C, Rojas P. Antiprogestins for breast cancer treatment: We are almost ready. J Steroid Biochem Mol Biol 2024; 241:106515. [PMID: 38554981 DOI: 10.1016/j.jsbmb.2024.106515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 03/05/2024] [Accepted: 03/20/2024] [Indexed: 04/02/2024]
Abstract
The development of antiprogestins was initially a gynecological purpose. However, since mifepristone was developed, its application for breast cancer treatment was immediately proposed. Later, new compounds with lower antiglucocorticoid and antiandrogenic effects were developed to be applied to different pathologies, including breast cancer. We describe herein the studies performed in the breast cancer field with special focus on those reported in recent years, ranging from preclinical biological models to those carried out in patients. We highlight the potential use of antiprogestins in breast cancer prevention in women with BRCA1 mutations, and their use for breast cancer treatment, emphasizing the need to elucidate which patients will respond. In this sense, the PR isoform ratio has emerged as a possible tool to predict antiprogestin responsiveness. The effects of combined treatments of antiprogestins together with other drugs currently used in the clinic, such as tamoxifen, CDK4/CDK6 inhibitors or pembrolizumab in preclinical models is discussed since it is in this scenario that antiprogestins will be probably introduced. Finally, we explain how transcriptomic or proteomic studies, that were carried out in different luminal breast cancer models and in breast cancer samples that responded or were predicted to respond to the antiprogestin therapy, show a decrease in proliferative pathways. Deregulated pathways intrinsic of each model are discussed, as well as how these analyses may contribute to a better understanding of the mechanisms involved.
Collapse
Affiliation(s)
- Andrés Elia
- Laboratory of Hormonal Carcinogenesis, Instituto de Biología y Medicina Experimental (IBYME CONICET), Buenos Aires, Argentina
| | - Gabriela Pataccini
- Laboratory of Hormonal Carcinogenesis, Instituto de Biología y Medicina Experimental (IBYME CONICET), Buenos Aires, Argentina
| | - Leo Saldain
- Laboratory of Hormonal Carcinogenesis, Instituto de Biología y Medicina Experimental (IBYME CONICET), Buenos Aires, Argentina
| | - Luisa Ambrosio
- Laboratory of Hormonal Carcinogenesis, Instituto de Biología y Medicina Experimental (IBYME CONICET), Buenos Aires, Argentina
| | - Claudia Lanari
- Laboratory of Hormonal Carcinogenesis, Instituto de Biología y Medicina Experimental (IBYME CONICET), Buenos Aires, Argentina
| | - Paola Rojas
- Laboratory of Hormonal Carcinogenesis, Instituto de Biología y Medicina Experimental (IBYME CONICET), Buenos Aires, Argentina.
| |
Collapse
|
5
|
Jana S, Li W, Lei PJ, Wang Z, Kibara S, Huang P, Jones D. Isolation and Characterization of a Novel Mammary Adenocarcinoma, MCa-P1362, with Hormone Receptor Expression, Human Epidermal Growth Factor Receptor 2 Positivity, and Enrichment in Cancer and Mesenchymal Stem Cells. THE AMERICAN JOURNAL OF PATHOLOGY 2024; 194:1137-1153. [PMID: 38749609 PMCID: PMC11156160 DOI: 10.1016/j.ajpath.2024.02.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 02/05/2024] [Accepted: 02/16/2024] [Indexed: 06/09/2024]
Abstract
Preclinical models that display spontaneous metastasis are necessary to improve the therapeutic options for hormone receptor-positive breast cancers. Within this study, detailed cellular and molecular characterization was conducted on MCa-P1362, a newly established mouse model of metastatic breast cancer that is syngeneic in BALB/c mice. MCa-P1362 cancer cells express estrogen receptor, progesterone receptor, and the human epidermal growth factor receptor 2. MCa-P1362 cancer cells proliferate in vitro and in vivo in response to estrogen, yet do not depend on steroid hormones for growth and tumor progression. Analysis of MCa-P1362 tumor explants revealed the tumors contained a mixture of cancer cells and mesenchymal stromal cells. Through transcriptomic and functional analyses of both cancer and stromal cells, stem cells were detected within both populations. Functional studies demonstrated that MCa-P1362 cancer stem cells drove tumor initiation, whereas stromal cells from these tumors contributed to drug resistance. MCa-P1362 may serve as a useful preclinical model to investigate the cellular and molecular basis of breast tumor progression and therapeutic resistance.
Collapse
Affiliation(s)
- Samir Jana
- Department of Pathology and Laboratory Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts
| | - Wende Li
- Edwin L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Pin-Ji Lei
- Edwin L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Zixiong Wang
- Department of Pathology and Laboratory Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts
| | - Shaye Kibara
- Department of Pathology and Laboratory Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts
| | - Peigen Huang
- Edwin L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
| | - Dennis Jones
- Department of Pathology and Laboratory Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts.
| |
Collapse
|
6
|
Lee J, Lee G, Park HS, Jeong BK, Gong G, Jeong JH, Lee HJ. Factors associated with engraftment success of patient-derived xenografts of breast cancer. Breast Cancer Res 2024; 26:49. [PMID: 38515107 PMCID: PMC10956311 DOI: 10.1186/s13058-024-01794-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 02/22/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Patient-derived xenograft (PDX) models serve as a valuable tool for the preclinical evaluation of novel therapies. They closely replicate the genetic, phenotypic, and histopathological characteristics of primary breast tumors. Despite their promise, the rate of successful PDX engraftment is various in the literature. This study aimed to identify the key factors associated with successful PDX engraftment of primary breast cancer. METHODS We integrated clinicopathological data with morphological attributes quantified using a trained artificial intelligence (AI) model to identify the principal factors affecting PDX engraftment. RESULTS Multivariate logistic regression analyses demonstrated that several factors, including a high Ki-67 labeling index (Ki-67LI) (p < 0.001), younger age at diagnosis (p = 0.032), post neoadjuvant chemotherapy (NAC) (p = 0.006), higher histologic grade (p = 0.039), larger tumor size (p = 0.029), and AI-assessed higher intratumoral necrosis (p = 0.027) and intratumoral invasive carcinoma (p = 0.040) proportions, were significant factors for successful PDX engraftment (area under the curve [AUC] 0.905). In the NAC group, a higher Ki-67LI (p < 0.001), lower Miller-Payne grade (p < 0.001), and reduced proportion of intratumoral normal breast glands as assessed by AI (p = 0.06) collectively provided excellent prediction accuracy for successful PDX engraftment (AUC 0.89). CONCLUSIONS We found that high Ki-67LI, younger age, post-NAC status, higher histologic grade, larger tumor size, and specific morphological attributes were significant factors for predicting successful PDX engraftment of primary breast cancer.
Collapse
Affiliation(s)
- Jongwon Lee
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - GunHee Lee
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | | | - Byung-Kwan Jeong
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Gyungyub Gong
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Jae Ho Jeong
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea.
| | - Hee Jin Lee
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea.
- NeogenTC Corp., Seoul, South Korea.
| |
Collapse
|
7
|
Zeng M, Ruan Z, Tang J, Liu M, Hu C, Fan P, Dai X. Generation, evolution, interfering factors, applications, and challenges of patient-derived xenograft models in immunodeficient mice. Cancer Cell Int 2023; 23:120. [PMID: 37344821 DOI: 10.1186/s12935-023-02953-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 05/24/2023] [Indexed: 06/23/2023] Open
Abstract
Establishing appropriate preclinical models is essential for cancer research. Evidence suggests that cancer is a highly heterogeneous disease. This follows the growing use of cancer models in cancer research to avoid these differences between xenograft tumor models and patient tumors. In recent years, a patient-derived xenograft (PDX) tumor model has been actively generated and applied, which preserves both cell-cell interactions and the microenvironment of tumors by directly transplanting cancer tissue from tumors into immunodeficient mice. In addition to this, the advent of alternative hosts, such as zebrafish hosts, or in vitro models (organoids and microfluidics), has also facilitated the advancement of cancer research. However, they still have a long way to go before they become reliable models. The development of immunodeficient mice has enabled PDX to become more mature and radiate new vitality. As one of the most reliable and standard preclinical models, the PDX model in immunodeficient mice (PDX-IM) exerts important effects in drug screening, biomarker development, personalized medicine, co-clinical trials, and immunotherapy. Here, we focus on the development procedures and application of PDX-IM in detail, summarize the implications that the evolution of immunodeficient mice has brought to PDX-IM, and cover the key issues in developing PDX-IM in preclinical studies.
Collapse
Affiliation(s)
- Mingtang Zeng
- Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Zijing Ruan
- Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Jiaxi Tang
- Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Maozhu Liu
- Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Chengji Hu
- Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Ping Fan
- Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, 610041, China.
| | - Xinhua Dai
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, 610041, China.
| |
Collapse
|
8
|
Jana S, Li W, Lei PJ, Wang Z, Huang P, Jones D. "Isolation and characterization of a novel hormone receptor positive mammary adenocarcinoma MCa-P1362 with stromal drivers of tumor growth, metastasis, and drug resistance". BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.02.543434. [PMID: 37333242 PMCID: PMC10274631 DOI: 10.1101/2023.06.02.543434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Preclinical models that display spontaneous metastasis are necessary to improve therapeutic options for hormone receptor positive breast cancers. In this study, we conducted a detailed cellular and molecular characterization of MCa-P1362, a novel syngeneic Balb/c mouse model of metastatic breast cancer. MCa-P1362 cancer cells expressed estrogen receptors (ER), progesterone receptors (PR), and HER-2 receptors. MCa-P1362 cells proliferate in vitro and in vivo in response to estrogen, yet do not depend on steroid hormones for tumor progression. Further characterization of MCa-P1362 tumor explants shows that they contain a mixture of epithelial cancer cells and stromal cells. Based on transcriptomic and functional analyses of cancer and stromal cells, stem cells are present in both populations. Functional studies demonstrate that crosstalk between cancer and stromal cells promotes tumor growth, metastasis, and drug resistance. MCa-P1362 may serve as a useful preclinical model to investigate the cellular and molecular basis of hormone receptor positive tumor progression and therapeutic resistance.
Collapse
|
9
|
Ghannoum S, Fantini D, Zahoor M, Reiterer V, Phuyal S, Leoncio Netto W, Sørensen Ø, Iyer A, Sengupta D, Prasmickaite L, Mælandsmo GM, Köhn-Luque A, Farhan H. A combined experimental-computational approach uncovers a role for the Golgi matrix protein Giantin in breast cancer progression. PLoS Comput Biol 2023; 19:e1010995. [PMID: 37068117 PMCID: PMC10159355 DOI: 10.1371/journal.pcbi.1010995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 05/04/2023] [Accepted: 03/04/2023] [Indexed: 04/18/2023] Open
Abstract
Our understanding of how speed and persistence of cell migration affects the growth rate and size of tumors remains incomplete. To address this, we developed a mathematical model wherein cells migrate in two-dimensional space, divide, die or intravasate into the vasculature. Exploring a wide range of speed and persistence combinations, we find that tumor growth positively correlates with increasing speed and higher persistence. As a biologically relevant example, we focused on Golgi fragmentation, a phenomenon often linked to alterations of cell migration. Golgi fragmentation was induced by depletion of Giantin, a Golgi matrix protein, the downregulation of which correlates with poor patient survival. Applying the experimentally obtained migration and invasion traits of Giantin depleted breast cancer cells to our mathematical model, we predict that loss of Giantin increases the number of intravasating cells. This prediction was validated, by showing that circulating tumor cells express significantly less Giantin than primary tumor cells. Altogether, our computational model identifies cell migration traits that regulate tumor progression and uncovers a role of Giantin in breast cancer progression.
Collapse
Affiliation(s)
- Salim Ghannoum
- Institute of Basic Medical Sciences, Department of Molecular Medicine, University of Oslo, Oslo, Norway
| | - Damiano Fantini
- Department of Urology, Northwestern University, Chicago, Illinois, United States of America
| | - Muhammad Zahoor
- Institute of Basic Medical Sciences, Department of Molecular Medicine, University of Oslo, Oslo, Norway
| | - Veronika Reiterer
- Institute of Pathophysiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Santosh Phuyal
- Institute of Basic Medical Sciences, Department of Molecular Medicine, University of Oslo, Oslo, Norway
| | - Waldir Leoncio Netto
- Oslo Centre for Biostatistics and Epidemiology, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Øystein Sørensen
- Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo, Norway
| | - Arvind Iyer
- Department of Computational Biology, University of Lausanne (UNIL), Lausanne, Switzerland
| | - Debarka Sengupta
- Department of Computational Biology, Indraprastha Institute of Information Technology, New Delhi, India
- Centre for Artificial Intelligence, Indraprastha Institute of Information Technology, Delhi, India
| | - Lina Prasmickaite
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Oslo, Norway
| | - Gunhild Mari Mælandsmo
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Oslo, Norway
- Department of Medical Biology, UiT-The Arctic University of Norway, Tromsø, Norway
| | - Alvaro Köhn-Luque
- Oslo Centre for Biostatistics and Epidemiology, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Hesso Farhan
- Institute of Basic Medical Sciences, Department of Molecular Medicine, University of Oslo, Oslo, Norway
- Institute of Pathophysiology, Medical University of Innsbruck, Innsbruck, Austria
| |
Collapse
|
10
|
Abstract
The pathogenesis of breast cancer is driven by multiple hormones and growth factors. One of these, prolactin (PRL), contributes to both mammary differentiation and oncogenesis, and yet the basis for these disparate effects has remained unclear. The focus of this review is to examine and place into context 2 recent studies that have provided insight into the roles of PRL receptors and PRL in tumorigenesis and tumor progression. One study provides novel evidence for opposing actions of PRL in the breast being mediated in part by differential PRL receptor (PRLr) isoform utilization. Briefly, homomeric complexes of the long isoform of the PRLr (PRLrL-PRLrL) promotes mammary differentiation, while heteromeric complexes of the intermediate and long PRLr (PRLrI-PRLrL) isoforms trigger mammary oncogenesis. Another study describes an immunodeficient, prolactin-humanized mouse model, NSG-Pro, that facilitates growth of PRL receptor-expressing patient-derived breast cancer xenografts. Evidence obtained with this model supports the interactions of physiological levels of PRL with estrogen and ERBB2 gene networks, the modulatory effects of PRL on drug responsiveness, and the pro-metastatic effects of PRL on breast cancer. This recent progress provides novel concepts, mechanisms and experimental models expected to renew interest in harnessing/exploiting PRLr signaling for therapeutic effects in breast cancer.
Collapse
Affiliation(s)
- Charles V Clevenger
- Correspondence: Charles V. Clevenger, Department of Pathology, Virginia Commonwealth University, 1101 E. Marshall St, Sanger 4-006A, Richmond, VA, 23298-06629, USA.
| | - Hallgeir Rui
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| |
Collapse
|
11
|
Vulin M, Jehanno C, Sethi A, Correia AL, Obradović MMS, Couto JP, Coissieux MM, Diepenbruck M, Preca BT, Volkmann K, der Maur PA, Schmidt A, Münst S, Sauteur L, Kloc M, Palafox M, Britschgi A, Unterreiner V, Galuba O, Claerr I, Lopez-Romero S, Galli GG, Baeschlin D, Okamoto R, Soysal SD, Mechera R, Weber WP, Radimerski T, Bentires-Alj M. A high-throughput drug screen reveals means to differentiate triple-negative breast cancer. Oncogene 2022; 41:4459-4473. [PMID: 36008466 PMCID: PMC9507968 DOI: 10.1038/s41388-022-02429-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 07/25/2022] [Accepted: 07/26/2022] [Indexed: 11/09/2022]
Abstract
Plasticity delineates cancer subtypes with more or less favourable outcomes. In breast cancer, the subtype triple-negative lacks expression of major differentiation markers, e.g., estrogen receptor α (ERα), and its high cellular plasticity results in greater aggressiveness and poorer prognosis than other subtypes. Whether plasticity itself represents a potential vulnerability of cancer cells is not clear. However, we show here that cancer cell plasticity can be exploited to differentiate triple-negative breast cancer (TNBC). Using a high-throughput imaging-based reporter drug screen with 9 501 compounds, we have identified three polo-like kinase 1 (PLK1) inhibitors as major inducers of ERα protein expression and downstream activity in TNBC cells. PLK1 inhibition upregulates a cell differentiation program characterized by increased DNA damage, mitotic arrest, and ultimately cell death. Furthermore, cells surviving PLK1 inhibition have decreased tumorigenic potential, and targeting PLK1 in already established tumours reduces tumour growth both in cell line- and patient-derived xenograft models. In addition, the upregulation of genes upon PLK1 inhibition correlates with their expression in normal breast tissue and with better overall survival in breast cancer patients. Our results indicate that differentiation therapy based on PLK1 inhibition is a potential alternative strategy to treat TNBC.
Collapse
Affiliation(s)
- Milica Vulin
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland.,Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | - Charly Jehanno
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Atul Sethi
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland.,Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland.,Swiss Institute of Bioinformatics, Basel, Switzerland
| | - Ana Luísa Correia
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland.,Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | - Milan M S Obradović
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland.,Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | - Joana Pinto Couto
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland.,Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | - Marie-May Coissieux
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland.,Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | - Maren Diepenbruck
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Bogdan-Tiberius Preca
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Katrin Volkmann
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Priska Auf der Maur
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Alexander Schmidt
- Proteomics Core Facility, Biozentrum, University of Basel, Basel, Switzerland
| | - Simone Münst
- Institute of Pathology and Medical Genetics, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Loïc Sauteur
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Michal Kloc
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland.,Swiss Institute of Bioinformatics, Basel, Switzerland
| | - Marta Palafox
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Adrian Britschgi
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | | | - Olaf Galuba
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | - Isabelle Claerr
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | | | - Giorgio G Galli
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | | | - Ryoko Okamoto
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland.,Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | - Savas D Soysal
- Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland.,Breast Cancer Center, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Robert Mechera
- Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland.,Breast Cancer Center, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Walter P Weber
- Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland.,Breast Cancer Center, University Hospital Basel, University of Basel, Basel, Switzerland
| | | | - Mohamed Bentires-Alj
- Department of Biomedicine, Department of Surgery, University Hospital Basel, University of Basel, Basel, Switzerland. .,Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland.
| |
Collapse
|
12
|
Scabia V, Ayyanan A, De Martino F, Agnoletto A, Battista L, Laszlo C, Treboux A, Zaman K, Stravodimou A, Jallut D, Fiche M, Bucher P, Ambrosini G, Sflomos G, Brisken C. Estrogen receptor positive breast cancers have patient specific hormone sensitivities and rely on progesterone receptor. Nat Commun 2022; 13:3127. [PMID: 35668111 PMCID: PMC9170711 DOI: 10.1038/s41467-022-30898-0] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 05/24/2022] [Indexed: 12/13/2022] Open
Abstract
Estrogen and progesterone receptor (ER, PR) signaling control breast development and impinge on breast carcinogenesis. ER is an established driver of ER + disease but the role of the PR, itself an ER target gene, is debated. We assess the issue in clinically relevant settings by a genetic approach and inject ER + breast cancer cell lines and patient-derived tumor cells to the milk ducts of immunocompromised mice. Such ER + xenografts were exposed to physiologically relevant levels of 17-β-estradiol (E2) and progesterone (P4). We find that independently both premenopausal E2 and P4 levels increase tumor growth and combined treatment enhances metastatic spread. The proliferative responses are patient-specific with MYC and androgen receptor (AR) signatures determining P4 response. PR is required for tumor growth in patient samples and sufficient to drive tumor growth and metastasis in ER signaling ablated tumor cells. Our findings suggest that endocrine therapy may need to be personalized, and that abrogating PR expression can be a therapeutic option.
Collapse
Affiliation(s)
- Valentina Scabia
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, CH-1015, Lausanne, Switzerland
| | - Ayyakkannu Ayyanan
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, CH-1015, Lausanne, Switzerland
| | - Fabio De Martino
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, CH-1015, Lausanne, Switzerland
| | - Andrea Agnoletto
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, CH-1015, Lausanne, Switzerland
| | - Laura Battista
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, CH-1015, Lausanne, Switzerland
| | - Csaba Laszlo
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, CH-1015, Lausanne, Switzerland
- Philip Morris International R&D, Philip Morris Products S.A., Neuchâtel, Switzerland
| | - Assia Treboux
- Breast center, Lausanne University Hospital (CHUV), CH-1011, Lausanne, Switzerland
| | - Khalil Zaman
- Breast center, Lausanne University Hospital (CHUV), CH-1011, Lausanne, Switzerland
| | - Athina Stravodimou
- Breast center, Lausanne University Hospital (CHUV), CH-1011, Lausanne, Switzerland
| | - Didier Jallut
- Réseau Lausannois du Sein, Rue de la Vigie 5, CH-1004, Lausanne, Switzerland
| | - Maryse Fiche
- International Cancer Prevention Institute, CH-1066, Epalinges, Switzerland
| | - Philip Bucher
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, CH-1015, Lausanne, Switzerland
| | - Giovanna Ambrosini
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, CH-1015, Lausanne, Switzerland
- Bioinformatics Competence Center (BICC), UNIL/EPFL, CH-1015, Lausanne, Switzerland
| | - George Sflomos
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, CH-1015, Lausanne, Switzerland
| | - Cathrin Brisken
- Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, CH-1015, Lausanne, Switzerland.
- Breast Cancer Now Research Centre, Institute of Cancer Research, London, UK.
| |
Collapse
|
13
|
Bahnassy S, Sikora MJ, Riggins RB. Unlocking the Mysteries of Lobular Breast Cancer Biology Needs the Right Combination of Preclinical Models. Mol Cancer Res 2022; 20:837-840. [PMID: 35276005 DOI: 10.1158/1541-7786.mcr-22-0018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Revised: 02/16/2022] [Accepted: 03/08/2022] [Indexed: 11/16/2022]
Abstract
Preclinical model systems are essential research tools that help us understand the biology of invasive lobular carcinoma of the breast (ILC). The number of well-established ILC models are increasing but remain limited. Lower incidence of ILC, under-representation of ILC patients in clinical trials, and intrinsic ILC tumor characteristics all contribute to this challenge. Hence, there is significant need to continually develop better model systems to recapitulate the essential characteristics of ILC biology, genetics, and histology, and empower preclinical therapeutic studies to be translated back into the clinic. In this Perspective, we highlight recent advances in in vivo experimental models, which recapitulate key features of ILC biology and disease progression and potentially reshape the future of ILC translational research. We assert that all existing in vitro and in vivo ILC preclinical models have their strengths and weaknesses, and that it is necessary to bridge key deficiencies in each model context as we move forward with ILC research. Thus, unlocking the mysteries of ILC will be best achieved by choosing the right combination of preclinical model systems.
Collapse
Affiliation(s)
- Shaymaa Bahnassy
- Georgetown University, Washington, District of Columbia, United States
| | - Matthew J Sikora
- University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Rebecca B Riggins
- Georgetown University Medical Center - Lombardi Comprehensive Cancer Center, Washington, District of Columbia, United States
| |
Collapse
|
14
|
Wege AK, Rom‐Jurek E, Jank P, Denkert C, Ugocsai P, Solbach C, Blohmer J, Sinn B, Mackelenbergh M, Möbus V, Trumpp A, Marangoni E, Pfarr N, Irlbeck C, Warfsmann J, Polzer B, Weber F, Ortmann O, Loibl S, Vladimirova V, Brockhoff G. mdm2
gene amplification is associated with luminal breast cancer progression in humanized
PDX
mice and a worse outcome of estrogen receptor positive disease. Int J Cancer 2021; 150:1357-1372. [DOI: 10.1002/ijc.33911] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 11/25/2021] [Accepted: 12/07/2021] [Indexed: 01/02/2023]
Affiliation(s)
- Anja Kathrin Wege
- Department of Gynecology and Obstetrics University Medical Center Regensburg Regensburg Germany
| | - Eva‐Maria Rom‐Jurek
- Department of Gynecology and Obstetrics University Medical Center Regensburg Regensburg Germany
| | - Paul Jank
- Institute of Pathology, Philipps‐University Marburg UKGM University Hospital Marburg Marburg Germany
| | - Carsten Denkert
- Institute of Pathology, Philipps‐University Marburg UKGM University Hospital Marburg Marburg Germany
| | - Peter Ugocsai
- Department of Gynecology and Obstetrics University Medical Center Regensburg Regensburg Germany
| | - Christine Solbach
- Department of Gynecology and Obstetrics University Hospital Frankfurt Frankfurt Germany
| | - Jens‐Uwe Blohmer
- Breast Cancer Center Charité Universitätsmedizin Berlin Berlin Germany
| | - Bruno Sinn
- Breast Cancer Center Charité Universitätsmedizin Berlin Berlin Germany
| | - Marion Mackelenbergh
- Department of Gynecology and Obstetrics Schleswig‐Holstein University Hospital Kiel Germany
| | - Volker Möbus
- Department of Medicine II, Hematology and Oncology Goethe University of Frankfurt Frankfurt Germany
| | - Andreas Trumpp
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ‐ZMBH Alliance Institute for Stem Cell Technology and Experimental Medicine (HI‐STEM gGmbH), German Cancer Consortium (DKTK) Heidelberg Germany
| | - Elisabetta Marangoni
- Department of Translational Research, Institute Curie PSL Research University Paris France
| | - Nicole Pfarr
- Institute of Pathology Technical University Munich Munich Germany
| | - Christoph Irlbeck
- Division of Personalized Tumor Therapy Fraunhofer Institute for Toxicology and Experimental Medicine Regensburg Germany
- Department of Experimental Medicine University of Regensburg Regensburg Germany
| | - Jens Warfsmann
- Division of Personalized Tumor Therapy Fraunhofer Institute for Toxicology and Experimental Medicine Regensburg Germany
- Department of Experimental Medicine University of Regensburg Regensburg Germany
| | - Bernhard Polzer
- Division of Personalized Tumor Therapy Fraunhofer Institute for Toxicology and Experimental Medicine Regensburg Germany
- Department of Experimental Medicine University of Regensburg Regensburg Germany
| | | | - Olaf Ortmann
- Department of Gynecology and Obstetrics University Medical Center Regensburg Regensburg Germany
| | - Sibylle Loibl
- German Breast Group GBG Forschungs GmbH Neu‐Isenburg Germany
| | | | - Gero Brockhoff
- Department of Gynecology and Obstetrics University Medical Center Regensburg Regensburg Germany
| |
Collapse
|
15
|
Munne PM, Martikainen L, Räty I, Bertula K, Nonappa, Ruuska J, Ala-Hongisto H, Peura A, Hollmann B, Euro L, Yavuz K, Patrikainen L, Salmela M, Pokki J, Kivento M, Väänänen J, Suomi T, Nevalaita L, Mutka M, Kovanen P, Leidenius M, Meretoja T, Hukkinen K, Monni O, Pouwels J, Sahu B, Mattson J, Joensuu H, Heikkilä P, Elo LL, Metcalfe C, Junttila MR, Ikkala O, Klefström J. Compressive stress-mediated p38 activation required for ERα + phenotype in breast cancer. Nat Commun 2021; 12:6967. [PMID: 34845227 PMCID: PMC8630031 DOI: 10.1038/s41467-021-27220-9] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 11/04/2021] [Indexed: 01/01/2023] Open
Abstract
Breast cancer is now globally the most frequent cancer and leading cause of women's death. Two thirds of breast cancers express the luminal estrogen receptor-positive (ERα + ) phenotype that is initially responsive to antihormonal therapies, but drug resistance emerges. A major barrier to the understanding of the ERα-pathway biology and therapeutic discoveries is the restricted repertoire of luminal ERα + breast cancer models. The ERα + phenotype is not stable in cultured cells for reasons not fully understood. We examine 400 patient-derived breast epithelial and breast cancer explant cultures (PDECs) grown in various three-dimensional matrix scaffolds, finding that ERα is primarily regulated by the matrix stiffness. Matrix stiffness upregulates the ERα signaling via stress-mediated p38 activation and H3K27me3-mediated epigenetic regulation. The finding that the matrix stiffness is a central cue to the ERα phenotype reveals a mechanobiological component in breast tissue hormonal signaling and enables the development of novel therapeutic interventions. Subject terms: ER-positive (ER + ), breast cancer, ex vivo model, preclinical model, PDEC, stiffness, p38 SAPK.
Collapse
Affiliation(s)
- Pauliina M Munne
- Finnish Cancer Institute, FICAN South Helsinki University Hospital & Translational Cancer Medicine, Medical Faculty, University of Helsinki. Cancer Cell Circuitry Laboratory, PO Box 63 Haartmaninkatu 8, 00014 University of Helsinki, Helsinki, Finland
| | - Lahja Martikainen
- Department of Applied Physics, Molecular Materials Group, Aalto University School of Science, PO Box, 15100, FI-00076, Espoo, Finland
| | - Iiris Räty
- Finnish Cancer Institute, FICAN South Helsinki University Hospital & Translational Cancer Medicine, Medical Faculty, University of Helsinki. Cancer Cell Circuitry Laboratory, PO Box 63 Haartmaninkatu 8, 00014 University of Helsinki, Helsinki, Finland
| | - Kia Bertula
- Department of Applied Physics, Molecular Materials Group, Aalto University School of Science, PO Box, 15100, FI-00076, Espoo, Finland
| | - Nonappa
- Department of Applied Physics, Molecular Materials Group, Aalto University School of Science, PO Box, 15100, FI-00076, Espoo, Finland
- Department of Bioproducts and Biosystems, Aalto University School of Chemical Engineering, Espoo, Finland
| | - Janika Ruuska
- Finnish Cancer Institute, FICAN South Helsinki University Hospital & Translational Cancer Medicine, Medical Faculty, University of Helsinki. Cancer Cell Circuitry Laboratory, PO Box 63 Haartmaninkatu 8, 00014 University of Helsinki, Helsinki, Finland
| | - Hanna Ala-Hongisto
- Finnish Cancer Institute, FICAN South Helsinki University Hospital & Translational Cancer Medicine, Medical Faculty, University of Helsinki. Cancer Cell Circuitry Laboratory, PO Box 63 Haartmaninkatu 8, 00014 University of Helsinki, Helsinki, Finland
| | - Aino Peura
- Finnish Cancer Institute, FICAN South Helsinki University Hospital & Translational Cancer Medicine, Medical Faculty, University of Helsinki. Cancer Cell Circuitry Laboratory, PO Box 63 Haartmaninkatu 8, 00014 University of Helsinki, Helsinki, Finland
| | - Babette Hollmann
- Finnish Cancer Institute, FICAN South Helsinki University Hospital & Translational Cancer Medicine, Medical Faculty, University of Helsinki. Cancer Cell Circuitry Laboratory, PO Box 63 Haartmaninkatu 8, 00014 University of Helsinki, Helsinki, Finland
| | - Lilya Euro
- Research Program of Stem Cells and Metabolism, Biomedicum Helsinki, University of Helsinki, 00290, Helsinki, Finland
| | - Kerim Yavuz
- Applied Tumor Genomics Research Program, Enhancer Biology Laboratory, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Linda Patrikainen
- Finnish Cancer Institute, FICAN South Helsinki University Hospital & Translational Cancer Medicine, Medical Faculty, University of Helsinki. Cancer Cell Circuitry Laboratory, PO Box 63 Haartmaninkatu 8, 00014 University of Helsinki, Helsinki, Finland
| | - Maria Salmela
- Finnish Cancer Institute, FICAN South Helsinki University Hospital & Translational Cancer Medicine, Medical Faculty, University of Helsinki. Cancer Cell Circuitry Laboratory, PO Box 63 Haartmaninkatu 8, 00014 University of Helsinki, Helsinki, Finland
| | - Juho Pokki
- Department of Electrical Engineering and Automation, Aalto University, Espoo, Finland
| | - Mikko Kivento
- Applied Tumor Genomics Research Program, Faculty of Medicine, Oncogenomics Laboratory, University of Helsinki, Helsinki, Finland
| | - Juho Väänänen
- Applied Tumor Genomics Research Program, Faculty of Medicine, Oncogenomics Laboratory, University of Helsinki, Helsinki, Finland
| | - Tomi Suomi
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, FI-20520, Turku, Finland
| | - Liina Nevalaita
- Finnish Cancer Institute, FICAN South Helsinki University Hospital & Translational Cancer Medicine, Medical Faculty, University of Helsinki. Cancer Cell Circuitry Laboratory, PO Box 63 Haartmaninkatu 8, 00014 University of Helsinki, Helsinki, Finland
| | - Minna Mutka
- Department of Pathology, HUSLAB and Haartman Institute, Helsinki University Central Hospital and University of Helsinki, Helsinki, Finland
| | - Panu Kovanen
- Department of Pathology, HUSLAB and Haartman Institute, Helsinki University Central Hospital and University of Helsinki, Helsinki, Finland
| | - Marjut Leidenius
- Breast Surgery Unit, Helsinki University Central Hospital, Helsinki, Finland
| | - Tuomo Meretoja
- Breast Surgery Unit, Helsinki University Central Hospital, Helsinki, Finland
| | - Katja Hukkinen
- Department of Mammography, Helsinki University Central Hospital, Helsinki, Finland
| | - Outi Monni
- Applied Tumor Genomics Research Program, Faculty of Medicine, Oncogenomics Laboratory, University of Helsinki, Helsinki, Finland
| | - Jeroen Pouwels
- Finnish Cancer Institute, FICAN South Helsinki University Hospital & Translational Cancer Medicine, Medical Faculty, University of Helsinki. Cancer Cell Circuitry Laboratory, PO Box 63 Haartmaninkatu 8, 00014 University of Helsinki, Helsinki, Finland
| | - Biswajyoti Sahu
- Applied Tumor Genomics Research Program, Enhancer Biology Laboratory, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Johanna Mattson
- Department of Oncology, University of Helsinki & Helsinki University Hospital, Helsinki, Finland
| | - Heikki Joensuu
- Department of Oncology, University of Helsinki & Helsinki University Hospital, Helsinki, Finland
| | - Päivi Heikkilä
- Department of Pathology, HUSLAB and Haartman Institute, Helsinki University Central Hospital and University of Helsinki, Helsinki, Finland
| | - Laura L Elo
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, FI-20520, Turku, Finland
| | - Ciara Metcalfe
- Genentech Inc., 1 DNA Way, South San Francisco, CA, 94080, USA
| | | | - Olli Ikkala
- Department of Applied Physics, Molecular Materials Group, Aalto University School of Science, PO Box, 15100, FI-00076, Espoo, Finland
- Department of Bioproducts and Biosystems, Aalto University School of Chemical Engineering, Espoo, Finland
| | - Juha Klefström
- Finnish Cancer Institute, FICAN South Helsinki University Hospital & Translational Cancer Medicine, Medical Faculty, University of Helsinki. Cancer Cell Circuitry Laboratory, PO Box 63 Haartmaninkatu 8, 00014 University of Helsinki, Helsinki, Finland.
| |
Collapse
|
16
|
Sflomos G, Schipper K, Koorman T, Fitzpatrick A, Oesterreich S, Lee AV, Jonkers J, Brunton VG, Christgen M, Isacke C, Derksen PWB, Brisken C. Atlas of Lobular Breast Cancer Models: Challenges and Strategic Directions. Cancers (Basel) 2021; 13:5396. [PMID: 34771558 PMCID: PMC8582475 DOI: 10.3390/cancers13215396] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Revised: 10/18/2021] [Accepted: 10/21/2021] [Indexed: 12/14/2022] Open
Abstract
Invasive lobular carcinoma (ILC) accounts for up to 15% of all breast cancer (BC) cases and responds well to endocrine treatment when estrogen receptor α-positive (ER+) yet differs in many biological aspects from other ER+ BC subtypes. Up to 30% of patients with ILC will develop late-onset metastatic disease up to ten years after initial tumor diagnosis and may experience failure of systemic therapy. Unfortunately, preclinical models to study ILC progression and predict the efficacy of novel therapeutics are scarce. Here, we review the current advances in ILC modeling, including cell lines and organotypic models, genetically engineered mouse models, and patient-derived xenografts. We also underscore four critical challenges that can be addressed using ILC models: drug resistance, lobular tumor microenvironment, tumor dormancy, and metastasis. Finally, we highlight the advantages of shared experimental ILC resources and provide essential considerations from the perspective of the European Lobular Breast Cancer Consortium (ELBCC), which is devoted to better understanding and translating the molecular cues that underpin ILC to clinical diagnosis and intervention. This review will guide investigators who are considering the implementation of ILC models in their research programs.
Collapse
Affiliation(s)
- George Sflomos
- ISREC—Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Koen Schipper
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK; (K.S.); (A.F.); (C.I.)
| | - Thijs Koorman
- Department of Pathology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands; (T.K.); (P.W.B.D.)
| | - Amanda Fitzpatrick
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK; (K.S.); (A.F.); (C.I.)
| | - Steffi Oesterreich
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA 15261, USA; (S.O.); (A.V.L.)
- Magee Women’s Cancer Research Institute, Pittsburgh, PA 15213, USA
- Cancer Biology Program, Women’s Cancer Research Center, UPMC Hillman Cancer Center, Pittsburgh, PA 15232, USA
| | - Adrian V. Lee
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA 15261, USA; (S.O.); (A.V.L.)
- Magee Women’s Cancer Research Institute, Pittsburgh, PA 15213, USA
- Cancer Biology Program, Women’s Cancer Research Center, UPMC Hillman Cancer Center, Pittsburgh, PA 15232, USA
| | - Jos Jonkers
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands;
- Oncode Institute, 1066 CX Amsterdam, The Netherlands
| | - Valerie G. Brunton
- Edinburgh Cancer Research UK Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, Edinburgh EH4 2XU, UK;
| | - Matthias Christgen
- Institute of Pathology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625 Hannover, Germany;
| | - Clare Isacke
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK; (K.S.); (A.F.); (C.I.)
| | - Patrick W. B. Derksen
- Department of Pathology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands; (T.K.); (P.W.B.D.)
| | - Cathrin Brisken
- ISREC—Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK; (K.S.); (A.F.); (C.I.)
| |
Collapse
|
17
|
Sun Y, Yang N, Utama FE, Udhane SS, Zhang J, Peck AR, Yanac A, Duffey K, Langenheim JF, Udhane V, Xia G, Peterson JF, Jorns JM, Nevalainen MT, Rouet R, Schofield P, Christ D, Ormandy CJ, Rosenberg AL, Chervoneva I, Tsaih SW, Flister MJ, Fuchs SY, Wagner KU, Rui H. NSG-Pro mouse model for uncovering resistance mechanisms and unique vulnerabilities in human luminal breast cancers. SCIENCE ADVANCES 2021; 7:eabc8145. [PMID: 34524841 PMCID: PMC8443188 DOI: 10.1126/sciadv.abc8145] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 07/21/2021] [Indexed: 06/13/2023]
Abstract
Most breast cancer deaths are caused by estrogen receptor-α–positive (ER+) disease. Preclinical progress is hampered by a shortage of therapy-naïve ER+ tumor models that recapitulate metastatic progression and clinically relevant therapy resistance. Human prolactin (hPRL) is a risk factor for primary and metastatic ER+ breast cancer. Because mouse prolactin fails to activate hPRL receptors, we developed a prolactin-humanized Nod-SCID-IL2Rγ (NSG) mouse (NSG-Pro) with physiological hPRL levels. Here, we show that NSG-Pro mice facilitate establishment of therapy-naïve, estrogen-dependent PDX tumors that progress to lethal metastatic disease. Preclinical trials provide first-in-mouse efficacy of pharmacological hPRL suppression on residual ER+ human breast cancer metastases and document divergent biology and drug responsiveness of tumors grown in NSG-Pro versus NSG mice. Oncogenomic analyses of PDX lines in NSG-Pro mice revealed clinically relevant therapy-resistance mechanisms and unexpected, potently actionable vulnerabilities such as DNA-repair aberrations. The NSG-Pro mouse unlocks previously inaccessible precision medicine approaches for ER+ breast cancers.
Collapse
Affiliation(s)
- Yunguang Sun
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Ning Yang
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Fransiscus E. Utama
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Sameer S. Udhane
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Junling Zhang
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Amy R. Peck
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Alicia Yanac
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Katherine Duffey
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - John F. Langenheim
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Vindhya Udhane
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Guanjun Xia
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Jess F. Peterson
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Julie M. Jorns
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Marja T. Nevalainen
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
- Department of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Romain Rouet
- Immunology Division, University of New South Wales, Darlinghurst, NSW 2010, Australia
| | - Peter Schofield
- Immunology Division, University of New South Wales, Darlinghurst, NSW 2010, Australia
| | - Daniel Christ
- Immunology Division, University of New South Wales, Darlinghurst, NSW 2010, Australia
| | - Christopher J. Ormandy
- Garvan Institute of Medical Research and St. Vincent’s Clinical School, University of New South Wales, Darlinghurst, NSW 2010, Australia
| | - Anne L. Rosenberg
- Department of Surgery, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Inna Chervoneva
- Department of Pharmacology, Division of Biostatistics, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Shirng-Wern Tsaih
- Department of Physiology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Michael J. Flister
- Department of Physiology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Serge Y. Fuchs
- Department of Biomedical Sciences, University of Pennsylvania School of Veterinary Medicine, Philadelphia, PA 19104, USA
| | - Kay-Uwe Wagner
- Karmanos Cancer Institute, Wayne State University, Detroit, MI 48201, USA
| | - Hallgeir Rui
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
- Department of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| |
Collapse
|
18
|
Jacquemetton J, Kassem L, Poulard C, Dahmani A, De Plater L, Montaudon E, Sourd L, Morisset L, El Botty R, Chateau-Joubert S, Vacher S, Bièche I, Treilleux I, Trédan O, Marangoni E, Le Romancer M. Analysis of genomic and non-genomic signaling of estrogen receptor in PDX models of breast cancer treated with a combination of the PI3K inhibitor alpelisib (BYL719) and fulvestrant. Breast Cancer Res 2021; 23:57. [PMID: 34020697 PMCID: PMC8139055 DOI: 10.1186/s13058-021-01433-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 04/26/2021] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Endocrine therapies targeting estrogen signaling have significantly improved breast cancer (BC) patient survival, although 40% of ERα-positive BCs do not respond to those therapies. Aside from genomic signaling, estrogen triggers non-genomic pathways by forming a complex containing methylERα/Src/PI3K, a hallmark of aggressiveness and resistance to tamoxifen. We aimed to confirm the prognostic value of this complex and investigated whether its targeting could improve tumor response in vivo. METHODS The interaction of ERα/Src and ERα/PI3K was studied by proximity ligation assay (PLA) in a cohort of 440 BC patients. We then treated patient-derived BC xenografts (PDXs) with fulvestrant or the PI3K inhibitor alpelisib (BYL719) alone or in combination. We analyzed their anti-proliferative effects on 6 ERα+ and 3 ERα- PDX models. Genomic and non-genomic estrogen signaling were assessed by measuring ERα/PI3K interaction by PLA and the expression of estrogen target genes by RT-QPCR, respectively. RESULTS We confirmed that ERα/Src and ERα/PI3K interactions were associated with a trend to poorer survival, the latter displaying the most significant effects. In ERα+ tumors, the combination of BYL719 and fulvestrant was more effective than fulvestrant alone in 3 models, irrespective of PI3K, PTEN status, or ERα/PI3K targeting. Remarkably, resistance to fulvestrant was associated with non-genomic ERα signaling, since genomic degradation of ERα was unaltered in these tumors, whereas the treatment did not diminish the level of ERα/PI3K interaction. Interestingly, in 2 ERα- models, fulvestrant alone impacted tumor growth, and this was associated with a decrease in ERα/PI3K interaction. CONCLUSIONS Our results demonstrate that ERα/PI3K may constitute a new prognostic marker, as well as a new target in BC. Indeed, resistance to fulvestrant in ERα+ tumors was associated with a lack of impairment of ERα/PI3K interaction in the cytoplasm. In addition, an efficient targeting of ERα/PI3K in ERα- tumors could constitute a promising therapeutic option.
Collapse
Affiliation(s)
- Julien Jacquemetton
- Université de Lyon, F-69000, Lyon, France.,Inserm U1052, Centre de Recherche en Cancérologie de Lyon, F-69000, Lyon, France.,CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000, Lyon, France
| | - Loay Kassem
- Clinical Oncology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Coralie Poulard
- Université de Lyon, F-69000, Lyon, France.,Inserm U1052, Centre de Recherche en Cancérologie de Lyon, F-69000, Lyon, France.,CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000, Lyon, France
| | - Ahmed Dahmani
- Translational Research Department, Institut Curie, PSL University, 75005, Paris, France
| | - Ludmilla De Plater
- Translational Research Department, Institut Curie, PSL University, 75005, Paris, France
| | - Elodie Montaudon
- Translational Research Department, Institut Curie, PSL University, 75005, Paris, France
| | - Laura Sourd
- Translational Research Department, Institut Curie, PSL University, 75005, Paris, France
| | - Ludivine Morisset
- Translational Research Department, Institut Curie, PSL University, 75005, Paris, France
| | - Rania El Botty
- Translational Research Department, Institut Curie, PSL University, 75005, Paris, France
| | - Sophie Chateau-Joubert
- École Nationale Vétérinaire d'Alfort, BioPôle Alfort, 94704, Maisons-Alfort Cedex, France
| | | | - Ivan Bièche
- Genetics Department, Institut Curie, Paris, France
| | - Isabelle Treilleux
- Université de Lyon, F-69000, Lyon, France.,Inserm U1052, Centre de Recherche en Cancérologie de Lyon, F-69000, Lyon, France.,CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000, Lyon, France.,Pathology Department, Centre Léon Bérard, F-69000, Lyon, France
| | - Olivier Trédan
- Université de Lyon, F-69000, Lyon, France.,Inserm U1052, Centre de Recherche en Cancérologie de Lyon, F-69000, Lyon, France.,CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000, Lyon, France.,Medical Oncology Department, Centre Léon Bérard, F-69000, Lyon, France
| | - Elisabetta Marangoni
- Translational Research Department, Institut Curie, PSL University, 75005, Paris, France
| | - Muriel Le Romancer
- Université de Lyon, F-69000, Lyon, France. .,Inserm U1052, Centre de Recherche en Cancérologie de Lyon, F-69000, Lyon, France. .,CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000, Lyon, France. .,Centre de Recherche en Cancérologie de Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Bâtiment D, 28 rue Laennec, 69373, Lyon Cedex 08, France.
| |
Collapse
|
19
|
Koch C, Kuske A, Joosse SA, Yigit G, Sflomos G, Thaler S, Smit DJ, Werner S, Borgmann K, Gärtner S, Mossahebi Mohammadi P, Battista L, Cayrefourcq L, Altmüller J, Salinas-Riester G, Raithatha K, Zibat A, Goy Y, Ott L, Bartkowiak K, Tan TZ, Zhou Q, Speicher MR, Müller V, Gorges TM, Jücker M, Thiery JP, Brisken C, Riethdorf S, Alix-Panabières C, Pantel K. Characterization of circulating breast cancer cells with tumorigenic and metastatic capacity. EMBO Mol Med 2020; 12:e11908. [PMID: 32667137 PMCID: PMC7507517 DOI: 10.15252/emmm.201911908] [Citation(s) in RCA: 79] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 06/15/2020] [Accepted: 06/17/2020] [Indexed: 12/21/2022] Open
Abstract
Functional studies giving insight into the biology of circulating tumor cells (CTCs) remain scarce due to the low frequency of CTCs and lack of appropriate models. Here, we describe the characterization of a novel CTC‐derived breast cancer cell line, designated CTC‐ITB‐01, established from a patient with metastatic estrogen receptor‐positive (ER+) breast cancer, resistant to endocrine therapy. CTC‐ITB‐01 remained ER+ in culture, and copy number alteration (CNA) profiling showed high concordance between CTC‐ITB‐01 and CTCs originally present in the patient with cancer at the time point of blood draw. RNA‐sequencing data indicate that CTC‐ITB‐01 has a predominantly epithelial expression signature. Primary tumor and metastasis formation in an intraductal PDX mouse model mirrored the clinical progression of ER+ breast cancer. Downstream ER signaling was constitutively active in CTC‐ITB‐01 independent of ligand availability, and the CDK4/6 inhibitor Palbociclib strongly inhibited CTC‐ITB‐01 growth. Thus, we established a functional model that opens a new avenue to study CTC biology.
Collapse
Affiliation(s)
- Claudia Koch
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Andra Kuske
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Simon A Joosse
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gökhan Yigit
- Institute of Human Genetics, University Medical Center Göttingen, Göttingen, Germany
| | - George Sflomos
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Sonja Thaler
- European Centre for Angioscience (ECAS), Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Daniel J Smit
- Institute of Biochemistry and Signal Transduction, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Stefan Werner
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Kerstin Borgmann
- Radiobiology& Experimental Radiooncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Sebastian Gärtner
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Parinaz Mossahebi Mohammadi
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Laura Battista
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Laure Cayrefourcq
- Laboratory of Rare Human Circulating Cells (LCCRH), University Medical Centre, Montpellier, France.,Montpellier University, Montpellier, France
| | - Janine Altmüller
- Cologne Center for Genomics, University of Cologne, Cologne, Germany
| | - Gabriela Salinas-Riester
- NGS Integrative Genomics Core Unit, Institute of Human Genetics, University Medical Center Göttingen, Göttingen, Germany
| | - Kaamini Raithatha
- NGS Integrative Genomics Core Unit, Institute of Human Genetics, University Medical Center Göttingen, Göttingen, Germany
| | - Arne Zibat
- Institute of Human Genetics, University Medical Center Göttingen, Göttingen, Germany
| | - Yvonne Goy
- Radiobiology& Experimental Radiooncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Leonie Ott
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Kai Bartkowiak
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tuan Zea Tan
- Cancer Science Institute of Singapore, National University of Singapore, Singapore City, Singapore
| | - Qing Zhou
- Institute of Human Genetics, Diagnostic and Research Center for Molecular BioMedicine, Medical University of Graz, Graz, Austria
| | - Michael R Speicher
- Institute of Human Genetics, Diagnostic and Research Center for Molecular BioMedicine, Medical University of Graz, Graz, Austria
| | - Volkmar Müller
- Department of Gynecology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias M Gorges
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Manfred Jücker
- Institute of Biochemistry and Signal Transduction, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jean-Paul Thiery
- INSERM Unit 1186, Comprehensive Cancer Center, Institut Gustave Roussy, Villejuif, France
| | - Cathrin Brisken
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.,Breast Cancer Now Research Centre, Institute of Cancer Research, London, UK
| | - Sabine Riethdorf
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Catherine Alix-Panabières
- Laboratory of Rare Human Circulating Cells (LCCRH), University Medical Centre, Montpellier, France.,Montpellier University, Montpellier, France
| | - Klaus Pantel
- Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| |
Collapse
|
20
|
Simões BM, Santiago-Gómez A, Chiodo C, Moreira T, Conole D, Lovell S, Alferez D, Eyre R, Spence K, Sarmiento-Castro A, Kohler B, Morisset L, Lanzino M, Andò S, Marangoni E, Sims AH, Tate EW, Howell SJ, Clarke RB. Targeting STAT3 signaling using stabilised sulforaphane (SFX-01) inhibits endocrine resistant stem-like cells in ER-positive breast cancer. Oncogene 2020; 39:4896-4908. [PMID: 32472077 PMCID: PMC7299846 DOI: 10.1038/s41388-020-1335-z] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 05/13/2020] [Accepted: 05/15/2020] [Indexed: 01/05/2023]
Abstract
Estrogen receptor (ER) positive breast cancer is frequently sensitive to endocrine therapy. Multiple mechanisms of endocrine therapy resistance have been identified, including cancer stem-like cell (CSC) activity. Here we investigate SFX-01, a stabilised formulation of sulforaphane (SFN), for its effects on breast CSC activity in ER+ preclinical models. SFX-01 reduced mammosphere formation efficiency (MFE) of ER+ primary and metastatic patient samples. Both tamoxifen and fulvestrant increased MFE and aldehyde dehydrogenase (ALDH) activity of patient-derived xenograft (PDX) tumors, which was reversed by combination with SFX-01. SFX-01 significantly reduced tumor-initiating cell frequency in secondary transplants and reduced the formation of spontaneous lung micrometastases by PDX tumors in mice. Mechanistically, we establish that both tamoxifen and fulvestrant induce STAT3 phosphorylation. SFX-01 suppressed phospho-STAT3 and SFN directly bound STAT3 in patient and PDX samples. Analysis of ALDH+ cells from endocrine-resistant patient samples revealed activation of STAT3 target genes MUC1 and OSMR, which were inhibited by SFX-01 in patient samples. Increased expression of these genes after 3 months' endocrine treatment of ER+ patients (n = 68) predicted poor prognosis. Our data establish the importance of STAT3 signaling in CSC-mediated resistance to endocrine therapy and the potential of SFX-01 for improving clinical outcomes in ER+ breast cancer.
Collapse
Affiliation(s)
- Bruno M Simões
- Breast Biology Group, Manchester Breast Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK.
| | - Angélica Santiago-Gómez
- Breast Biology Group, Manchester Breast Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Chiara Chiodo
- Breast Biology Group, Manchester Breast Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- Department of Pharmacy, University of Calabria, Arcavacata di Rende, Italy
| | - Tiago Moreira
- Breast Biology Group, Manchester Breast Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Daniel Conole
- Molecular Sciences Research Hub, Imperial College, London, UK
| | - Scott Lovell
- Molecular Sciences Research Hub, Imperial College, London, UK
| | - Denis Alferez
- Breast Biology Group, Manchester Breast Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Rachel Eyre
- Breast Biology Group, Manchester Breast Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Katherine Spence
- Breast Biology Group, Manchester Breast Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Aida Sarmiento-Castro
- Breast Biology Group, Manchester Breast Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Bertram Kohler
- Breast Biology Group, Manchester Breast Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Ludivine Morisset
- Institut Curie, PSL Research University, Translational Research Department, Paris, France
| | - Marilena Lanzino
- Department of Pharmacy, University of Calabria, Arcavacata di Rende, Italy
| | - Sebastiano Andò
- Department of Pharmacy, University of Calabria, Arcavacata di Rende, Italy
| | - Elisabetta Marangoni
- Institut Curie, PSL Research University, Translational Research Department, Paris, France
| | - Andrew H Sims
- Applied Bioinformatics of Cancer Group, University of Edinburgh Cancer Research UK Centre, Edinburgh, UK
| | - Edward W Tate
- Molecular Sciences Research Hub, Imperial College, London, UK
| | - Sacha J Howell
- Breast Biology Group, Manchester Breast Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK.
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK.
| | - Robert B Clarke
- Breast Biology Group, Manchester Breast Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK.
| |
Collapse
|
21
|
Okano M, Oshi M, Butash A, Okano I, Saito K, Kawaguchi T, Nagahashi M, Kono K, Ohtake T, Takabe K. Orthotopic Implantation Achieves Better Engraftment and Faster Growth Than Subcutaneous Implantation in Breast Cancer Patient-Derived Xenografts. J Mammary Gland Biol Neoplasia 2020; 25:27-36. [PMID: 32109311 PMCID: PMC7141774 DOI: 10.1007/s10911-020-09442-7] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 01/22/2020] [Indexed: 01/18/2023] Open
Abstract
Patient-Derived Xenograft (PDX) is now accepted as a murine model that better mimics human cancer when compared to a conventional cancer cell-line inoculation model. Some claim the advantage of orthotopic site implantation of patient tumor (OS) over ectopic implantation into the subcutaneous space (SQ); however, there has been no study that describes a head-to-head comparison of oncological differences between these two models to date. We hypothesize that OS tumors re-transplant and grow better than SQ tumors and are therefore a better model to evaluate tumor aggressiveness. Breast cancer PDXs were generated using the tumors derived from 11 patients into NOD scid gamma (NSG) mice. We used six ER(+)HER2(-) tumors and five triple negative (TN) tumors for a total of 11 tumors. Five PDX lines grew for an overall engraftment rate of 45%. We present our OS implantation method in detail. The re-transplantation rate of TN tumors in each transplant site was significantly higher in OS when compared to SQ tumors (70.1% vs. 32.1%, p < 0.01). OS tumors grow significantly faster than SQ tumors. Similarly, OS tumors demonstrated significantly more mitotic figures and Ki-67 positive cells than SQ tumors. The tumor re-transplantation rate significantly increased by the second and third generations with the OS method. The time from implantation to development of a palpable tumor dramatically decreased after the first passage. PDX of ER(+) tumors demonstrated significantly lower engraftment rates and slower tumor growth than TN tumors, which remarkably improved by the first passage. Orthotopically implanted PDX tumors showed better re-transplantation rates, greater tumor size, and more significant growth compared to the subcutaneously implanted model.
Collapse
Affiliation(s)
- Maiko Okano
- Breast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA
- Department of Breast Surgery, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Masanori Oshi
- Breast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Ali Butash
- Breast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Ichiro Okano
- Breast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Katsuharu Saito
- Department of Gastrointestinal Tract Surgery, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Tsutomu Kawaguchi
- Breast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Masayuki Nagahashi
- Division of Digestive and General Surgery, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Koji Kono
- Department of Gastrointestinal Tract Surgery, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Toru Ohtake
- Department of Breast Surgery, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Kazuaki Takabe
- Breast Surgery, Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA.
- Department of Breast Surgery, Fukushima Medical University School of Medicine, Fukushima, Japan.
- Division of Digestive and General Surgery, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan.
- Department of Surgery, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, The State University of New York, Buffalo, NY, USA.
- Department of Breast Surgery and Oncology, Tokyo Medical University, Tokyo, Japan.
- Department of Surgery, Yokohama City University, Yokohama, Japan.
| |
Collapse
|
22
|
Llaurado Fernandez M, Dawson A, Kim H, Lam N, Russell H, Bruce M, Bittner M, Hoenisch J, Scott SA, Talhouk A, Chiu D, Provencher D, Nourmoussavi M, DiMattia G, Lee CH, Gilks CB, Köbel M, Carey MS. Hormone receptor expression and outcomes in low-grade serous ovarian carcinoma. Gynecol Oncol 2020; 157:12-20. [PMID: 31954537 DOI: 10.1016/j.ygyno.2019.11.029] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 11/15/2019] [Accepted: 11/19/2019] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Low-grade serous ovarian carcinomas (LGSC) are frequently ER/PR positive, though the mechanisms by which ER/PR regulate prognosis or anti-estrogen treatment efficacy are poorly understood. We studied ER/PR expression in LGSC tumors and cell lines to evaluate patient outcomes and cellular treatment responses. METHODS LGSC tumors and patient-derived cell lines were studied from patients with advanced-stage (III/IV) disease. Tumor samples and clinical data were obtained from the Canadian Ovarian Experimental Unified Resource (COEUR-tissue microarray) and the Ovarian Cancer Research (OvCaRe) tissue bank. ER/PR expression was assessed by both Western blot and immunohistochemistry (IHC). Two different IHC scoring systems (simple and Allred) were used. Cox regression was used to identify factors (age, disease residuum, ER/PR status, etc.) associated with progression-free (PFS) and overall survival (OS). Estradiol and tamoxifen proliferation and viability experiments were performed in LGSC cell lines. RESULTS In 55 LGSC cases studied, median follow-up was 56 months (range 1-227). Fifty-three (96%) cases strongly expressed ER whereas 37 (67%) expressed PR. Cox-regression analysis showed that residuum (p < 0.001) was significantly associated with PFS, whereas both ER Allred score (p = 0.005) and residuum (p = 0.004) were significant for OS. None of the LGSC cell lines expressed PR. Loss of PR and ER expression over time was detected in LGSC tumors and cell lines respectively. Estrogen and tamoxifen treatment did not alter LGSC cell proliferation or viability in-vitro. CONCLUSIONS In patients with advanced LGSC, higher ER Allred scores were significantly associated with better overall survival. ER/PR expression changed over time in both LGSC tumors and cell lines. Better translational research models are needed to elucidate the molecular mechanisms of ER/PR signalling in LGSC.
Collapse
Affiliation(s)
- Marta Llaurado Fernandez
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Amy Dawson
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Hannah Kim
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Nicole Lam
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Holly Russell
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Maegan Bruce
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Madison Bittner
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Joshua Hoenisch
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Stephanie A Scott
- Department of Obstetrics and Gynecology, Dalhousie University, Halifax, Nova Scotia, Canada.
| | - Aline Talhouk
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Derek Chiu
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Diane Provencher
- Division of Gynecologic-Oncology, Centre Hospitalier de l'Université de Montréal (CHUM) and Centre de Recherche du CHUM, Montreal, Quebec, Canada.
| | - Melica Nourmoussavi
- Division of Gynecologic-Oncology, Centre Hospitalier de l'Université de Montréal (CHUM) and Centre de Recherche du CHUM, Montreal, Quebec, Canada
| | - Gabriel DiMattia
- Department of Oncology, University of Western Ontario, London, Ontario, Canada.
| | - Cheng-Han Lee
- Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
| | - C Blake Gilks
- Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Martin Köbel
- Department of Pathology and Laboratory Medicine, University of Calgary, Alberta Public Lab, Calgary, Alberta, Canada.
| | - Mark S Carey
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada.
| |
Collapse
|
23
|
Okada S, Vaeteewoottacharn K, Kariya R. Application of Highly Immunocompromised Mice for the Establishment of Patient-Derived Xenograft (PDX) Models. Cells 2019; 8:889. [PMID: 31412684 PMCID: PMC6721637 DOI: 10.3390/cells8080889] [Citation(s) in RCA: 157] [Impact Index Per Article: 26.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 08/09/2019] [Accepted: 08/09/2019] [Indexed: 12/11/2022] Open
Abstract
Patient-derived xenograft (PDX) models are created by engraftment of patient tumor tissues into immunocompetent mice. Since a PDX model retains the characteristics of the primary patient tumor including gene expression profiles and drug responses, it has become the most reliable in vivo human cancer model. The engraftment rate increases with the introduction of Non-obese diabetic Severe combined immunodeficiency (NOD/SCID)-based immunocompromised mice, especially the NK-deficient NOD strains NOD/SCID/interleukin-2 receptor gamma chain(IL2Rγ)null (NOG/NSG) and NOD/SCID/Jak3(Janus kinase 3)null (NOJ). Success rates differ with tumor origin: gastrointestinal tumors acquire a higher engraftment rate, while the rate is lower for breast cancers. Subcutaneous transplantation is the most popular method to establish PDX, but some tumors require specific environments, e.g., orthotropic or renal capsule transplantation. Human hormone treatment is necessary to establish hormone-dependent cancers such as prostate and breast cancers. PDX mice with human hematopoietic and immune systems (humanized PDX) are powerful tools for the analysis of tumor-immune system interaction and evaluation of immunotherapy response. A PDX biobank equipped with patients' clinical data, gene-expression patterns, mutational statuses, tumor tissue architects, and drug responsiveness will be an authoritative resource for developing specific tumor biomarkers for chemotherapeutic predictions, creating individualized therapy, and establishing precise cancer medicine.
Collapse
Affiliation(s)
- Seiji Okada
- Division of Hematopoiesis, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto 860-0811, Japan.
- Graduate School of Medical Sciences, Kumamoto University, Kumamoto 860-0811, Japan.
| | - Kulthida Vaeteewoottacharn
- Division of Hematopoiesis, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto 860-0811, Japan
- Department of Biochemistry, Khon Kaen University, Khon Kaen 40002, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Ryusho Kariya
- Division of Hematopoiesis, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto 860-0811, Japan
| |
Collapse
|
24
|
Poulard C, Jacquemetton J, Trédan O, Cohen PA, Vendrell J, Ghayad SE, Treilleux I, Marangoni E, Le Romancer M. Oestrogen Non-Genomic Signalling is Activated in Tamoxifen-Resistant Breast Cancer. Int J Mol Sci 2019; 20:ijms20112773. [PMID: 31195751 PMCID: PMC6600329 DOI: 10.3390/ijms20112773] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Revised: 05/31/2019] [Accepted: 05/31/2019] [Indexed: 01/03/2023] Open
Abstract
Endocrine therapies targeting oestrogen signalling have significantly improved breast cancer management. However, their efficacy is limited by intrinsic and acquired resistance to treatment, which remains a major challenge for oestrogen receptor α (ERα)-positive tumours. Though many studies using in vitro models of endocrine resistance have identified putative actors of resistance, no consensus has been reached. We demonstrated previously that oestrogen non-genomic signalling, characterized by the formation of the ERα/Src/PI3K complex, is activated in aggressive breast cancers (BC). We wondered herein whether the activation of this pathway is also involved in resistance to endocrine therapies. We studied the interactions between ERα and Src or PI3K by proximity ligation assay (PLA) in in-vitro and in-vivo endocrine therapy-resistant breast cancer models. We reveal an increase in ERα/Src and ERα/PI3K interactions in patient-derived xenografts (PDXs) with acquired resistance to tamoxifen, as well as in tamoxifen-resistant MCF-7 cells compared to parental counterparts. Moreover, no interactions were observed in breast cancer cells resistant to other endocrine therapies. Finally, the use of a peptide inhibiting the ERα–Src interaction partially restored tamoxifen sensitivity in resistant cells, suggesting that such components could constitute promising targets to circumvent resistance to tamoxifen in BC.
Collapse
Affiliation(s)
- Coralie Poulard
- Université de Lyon, F-69000 Lyon, France.
- Inserm U1052, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
- CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
| | - Julien Jacquemetton
- Université de Lyon, F-69000 Lyon, France.
- Inserm U1052, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
- CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
| | - Olivier Trédan
- Université de Lyon, F-69000 Lyon, France.
- Inserm U1052, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
- CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
- Centre Léon Bérard, Medical Oncology Department, F-69000 Lyon, France.
| | - Pascale A Cohen
- Université de Lyon, F-69000 Lyon, France.
- Inserm U1052, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
- CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
| | - Julie Vendrell
- Université de Lyon, F-69000 Lyon, France.
- Inserm U1052, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
- CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
- Solid Tumor Laboratory, Department of Pathology and Oncobiology, CHU Montpellier, 34000 Montpellier, France.
| | - Sandra E Ghayad
- Université de Lyon, F-69000 Lyon, France.
- Inserm U1052, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
- CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
- Department of Biology, Faculty of Science II, EDST, Lebanese University, Fanar 90656, Lebanon.
| | - Isabelle Treilleux
- Université de Lyon, F-69000 Lyon, France.
- Inserm U1052, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
- CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
- Centre Léon Bérard, Pathology Department, F-69000 Lyon, France.
| | | | - Muriel Le Romancer
- Université de Lyon, F-69000 Lyon, France.
- Inserm U1052, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
- CNRS UMR5286, Centre de Recherche en Cancérologie de Lyon, F-69000 Lyon, France.
| |
Collapse
|
25
|
Grosselin K, Durand A, Marsolier J, Poitou A, Marangoni E, Nemati F, Dahmani A, Lameiras S, Reyal F, Frenoy O, Pousse Y, Reichen M, Woolfe A, Brenan C, Griffiths AD, Vallot C, Gérard A. High-throughput single-cell ChIP-seq identifies heterogeneity of chromatin states in breast cancer. Nat Genet 2019; 51:1060-1066. [DOI: 10.1038/s41588-019-0424-9] [Citation(s) in RCA: 247] [Impact Index Per Article: 41.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Accepted: 04/19/2019] [Indexed: 12/20/2022]
|
26
|
Xu C, Li X, Liu P, Li M, Luo F. Patient-derived xenograft mouse models: A high fidelity tool for individualized medicine. Oncol Lett 2019; 17:3-10. [PMID: 30655732 PMCID: PMC6313209 DOI: 10.3892/ol.2018.9583] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Accepted: 05/16/2017] [Indexed: 12/31/2022] Open
Abstract
Patient-derived xenograft (PDX) mouse models involve the direct transfer of fresh human tumor samples into immunodeficient mice following surgical resection or other medical operations. Gene expression in tumors may be maintained by serial passages of tumors from mouse to mouse. These models aid research into tumor biology and pharmacology without manual manipulation of cell cultures in vitro. and are widely used in individualized cancer therapy/translational medicine, drug development and coclinical trials. PDX models exhibit higher predictive values for clinical outcomes than cell line-derived xenograft models and genetically engineered mouse models. However, PDX models are associated with certain challenges in clinical application. The present study reviewed current collections of PDX models and assessed the challenges and future directions of this field.
Collapse
Affiliation(s)
- Cong Xu
- Department of Acute Abdomen Surgery, The Second Hospital of Dalian Medical University, Dalian, Liaoning 116023, P.R. China
| | - Xuelu Li
- Department of Breast Surgery and Oncology, The Second Hospital of Dalian Medical University, Dalian, Liaoning 116023, P.R. China
| | - Pixu Liu
- Institute of Cancer Stem Cell, Dalian Medical University, Dalian, Liaoning 116044, P.R. China
- College of Pharmacy, Dalian Medical University, Dalian, Liaoning 116044, P.R. China
| | - Man Li
- Department of Breast Surgery and Oncology, The Second Hospital of Dalian Medical University, Dalian, Liaoning 116023, P.R. China
| | - Fuwen Luo
- Department of Acute Abdomen Surgery, The Second Hospital of Dalian Medical University, Dalian, Liaoning 116023, P.R. China
| |
Collapse
|
27
|
Collins AT, Lang SH. A systematic review of the validity of patient derived xenograft (PDX) models: the implications for translational research and personalised medicine. PeerJ 2018; 6:e5981. [PMID: 30498642 PMCID: PMC6252062 DOI: 10.7717/peerj.5981] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Accepted: 10/22/2018] [Indexed: 01/11/2023] Open
Abstract
Patient-derived xenograft (PDX) models are increasingly being used in oncology drug development because they offer greater predictive value than traditional cell line models. Using novel tools to critique model validity and reliability we performed a systematic review to identify all original publications describing the derivation of PDX models of colon, prostate, breast and lung cancer. Validity was defined as the ability to recapitulate the disease of interest. The study protocol was registered with the Collaborative Approach to Meta-Analysis and Review of Animal Data from Experimental Studies (CAMARADES). Searches were performed in Embase, MEDLINE and Pubmed up to July 2017. A narrative data synthesis was performed. We identified 105 studies of model validations; 29 for breast, 29 for colon, 25 for lung, 23 for prostate and 4 for multiple tissues. 133 studies were excluded because they did not perform any validation experiments despite deriving a PDX. Only one study reported following the ARRIVE guidelines; developed to improve the standard of reporting for animal experimentation. Remarkably, half of all breast (52%) and prostate (50%) studies were judged to have high concern, in contrast to 16% of colon and 28% of lung studies. The validation criteria that most commonly failed (evidence to the contrary) were: tissue of origin not proven and histology of the xenograft not comparable to the parental tumour. Overall, most studies were categorized as unclear because one or more validation conditions were not reported, or researchers failed to provide data for a proportion of their models. For example, failure to demonstrate tissue of origin, response to standard of care agents and to exclude development of lymphoma. Validation tools have the potential to improve reproducibility, reduce waste in research and increase the success of translational studies.
Collapse
Affiliation(s)
- Anne T. Collins
- Department of Biology, University of York, York, United Kingdom
| | | |
Collapse
|
28
|
Long-term treatment with the PARP inhibitor niraparib does not increase the mutation load in cell line models and tumour xenografts. Br J Cancer 2018; 119:1392-1400. [PMID: 30425352 PMCID: PMC6265254 DOI: 10.1038/s41416-018-0312-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2018] [Revised: 09/28/2018] [Accepted: 09/28/2018] [Indexed: 12/25/2022] Open
Abstract
Background Poly-ADP ribose polymerase (PARP) inhibitor-based cancer therapy selectively targets cells with deficient homologous recombination repair. Considering their long-term use in maintenance treatment, any potential mutagenic effect of PARP inhibitor treatment could accelerate the development of resistance or harm non-malignant somatic cells. Methods We tested the mutagenicity of long-term treatment with the PARP inhibitor niraparib using whole-genome sequencing of cultured cell clones and whole-exome sequencing of patient-derived breast cancer xenografts. Results We observed no significant increase in the number and alteration in the spectrum of base substitutions, short insertions and deletions and genomic rearrangements upon niraparib treatment of human DLD-1 colon adenocarcinoma cells, wild-type and BRCA1 mutant chicken DT40 lymphoblastoma cells and BRCA1-defective SUM149PT breast carcinoma cells, except for a minor increase in specific deletion classes. We also did not detect any contribution of in vivo niraparib treatment to subclonal mutations arising in breast cancer-derived xenografts. Conclusions The results suggest that long-term inhibition of DNA repair with PARP inhibitors has no or only limited mutagenic effect. Mutagenesis due to prolonged use of PARP inhibitors in cancer treatment is therefore not expected to contribute to the genetic evolution of resistance, generate significant immunogenic neoepitopes or induce secondary malignancies.
Collapse
|
29
|
Kim S, Tiedt R, Loo A, Horn T, Delach S, Kovats S, Haas K, Engstler BS, Cao A, Pinzon-Ortiz M, Mulford I, Acker MG, Chopra R, Brain C, di Tomaso E, Sellers WR, Caponigro G. The potent and selective cyclin-dependent kinases 4 and 6 inhibitor ribociclib (LEE011) is a versatile combination partner in preclinical cancer models. Oncotarget 2018; 9:35226-35240. [PMID: 30443290 PMCID: PMC6219668 DOI: 10.18632/oncotarget.26215] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 09/15/2018] [Indexed: 01/18/2023] Open
Abstract
Inhibition of cyclin-dependent kinases 4 and 6 (CDK4/6) is associated with robust antitumor activity. Ribociclib (LEE011) is an orally bioavailable CDK4/6 inhibitor that is approved for the treatment of hormone receptor-positive, human epidermal growth factor receptor 2-negative advanced breast cancer, in combination with an aromatase inhibitor, and is currently being evaluated in several additional trials. Here, we report the preclinical profile of ribociclib. When tested across a large panel of kinase active site binding assays, ribociclib and palbociclib were highly selective for CDK4, while abemaciclib showed affinity to several other kinases. Both ribociclib and abemaciclib showed slightly higher potency in CDK4-dependent cells than in CDK6-dependent cells, while palbociclib did not show such a difference. Profiling CDK4/6 inhibitors in large-scale cancer cell line screens in vitro confirmed that RB1 loss of function is a negative predictor of sensitivity. We also found that routinely used cellular viability assays measuring adenosine triphosphate levels as a proxy for cell numbers underestimated the effects of CDK4/6 inhibition, which contrasts with assays that assess cell number more directly. Robust antitumor efficacy and combination benefit was detected when ribociclib was added to encorafenib, nazartinib, or endocrine therapies in patient-derived xenografts.
Collapse
Affiliation(s)
- Sunkyu Kim
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Ralph Tiedt
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Basel, Switzerland, USA
| | - Alice Loo
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Thomas Horn
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Scott Delach
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Steven Kovats
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Kristy Haas
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | | | - Alexander Cao
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Maria Pinzon-Ortiz
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Iain Mulford
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Michael G Acker
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Rajiv Chopra
- Novartis Institutes for BioMedical Research, Chemical Biology & Therapeutics, Cambridge, MA, USA
| | - Christopher Brain
- Novartis Institutes for BioMedical Research, Global Discovery Chemistry, Cambridge, MA, USA
| | - Emmanuelle di Tomaso
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - William R Sellers
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| | - Giordano Caponigro
- Novartis Institutes for BioMedical Research, Oncology Disease Area, Cambridge, MA, USA
| |
Collapse
|
30
|
Inhibition of mTOR downregulates expression of DNA repair proteins and is highly efficient against BRCA2-mutated breast cancer in combination to PARP inhibition. Oncotarget 2018; 9:29587-29600. [PMID: 30038706 PMCID: PMC6049870 DOI: 10.18632/oncotarget.25640] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 06/01/2018] [Indexed: 11/25/2022] Open
Abstract
Breast cancer is a complex disease in which each patient could present several genetic alterations that are therapeutically relevant in cancers. Here we explored the therapeutic benefit of combining PARP and mTOR inhibitors in a context of DNA repair deficiency and PI3K pathway activation. The combination of everolimus and olaparib was tested in BRCA2-mutated patient-derived xenografts (PDX) carrying alterations in the PI3K/AKT/mTOR pathway. An RPPA analysis of different signalling pathways was performed in untreated and treated xenografts. Everolimus and olaparib showed marked anti-tumor activities in the monotherapy setting and high efficacy when given in combination with 100% of mice showing tumor regressions. The fraction of P-H2AX positive cells was increased in both monotherapy arms and strongly increased in the combination setting. Everolimus given as monotherapy resulted in downregulation of different proteins involved in DNA damage repair, including FANCD2, RAD50 and SUV39H1. In the combination setting, expression of these proteins was almost completely abolished, suggesting convergence of PARP and mTOR in downregulation of DNA damage repair components. In conclusion, our results suggest that combining mTOR and DNA repair inhibition could be a successful strategy to treat a subset of breast cancer with BRCA2 mutation and alterations in the PI3K/AKT/mTOR pathway.
Collapse
|
31
|
Petrossian K, Kanaya N, Lo C, Hsu PY, Nguyen D, Yang L, Yang L, Warden C, Wu X, Pillai R, Bernal L, Huang CS, Kruper L, Yuan Y, Somlo G, Mortimer J, Chen S. ERα-mediated cell cycle progression is an important requisite for CDK4/6 inhibitor response in HR+ breast cancer. Oncotarget 2018; 9:27736-27751. [PMID: 29963233 PMCID: PMC6021239 DOI: 10.18632/oncotarget.25552] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Accepted: 05/19/2018] [Indexed: 01/01/2023] Open
Abstract
While ER has multiple biological effects, ER-cyclin D1-CDK4/6-RB is a critical pathway for the action of estrogen on the cell cycle, especially for breast cancers that rely on estrogen for growth. The latest and most efficient CDK4/6 inhibitors target the phosphorylation of retinoblastoma (RB) tumor suppressor gene; thus, altering levels of many cell cycle molecules. Estrogen receptor (ER)+/HER2- breast cancers have shown great progression free survival when CDK4/6 inhibitors are combined with endocrine therapies. Here we report the mechanism of antiestrogen (fulvestrant) combination with CDK4/6 inhibitors is due to synergism in the suppression of ER-mediated cell cycle progression. Furthermore, we performed single cell analysis of cells from an estrogen dependent/hormone receptor-positive patient derived xenograft (PDX) tumor model treated with palbociclib. These single cells expressed various levels of ER and RB which are involved in cell cycle regulation; and the response to palbociclib treatment relies not only on the ER-cyclin D1-CDK4/6-RB pathway but it is also dependent on elevated levels of ER and/or RB. Our preclinical studies show that palbociclib response is dependent on cells with ER, which is directly involved in cell cycle progression in hormone receptor positive (HR+) breast cancer.
Collapse
Affiliation(s)
- Karineh Petrossian
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, CA, United States
| | - Noriko Kanaya
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, CA, United States
| | - Chiao Lo
- Department of Breast Health, National Taiwan University Hospital, Taipei City, Taiwan
| | - Pei-Yin Hsu
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, CA, United States
| | - Duc Nguyen
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, CA, United States
| | - Lixin Yang
- Molecular Pathology Core, Beckman Research Institute of the City of Hope, Duarte, CA, United States
| | - Lu Yang
- Integrative Genomics Core, Beckman Research Institute of the City of Hope, Duarte, CA, United States
| | - Charles Warden
- Integrative Genomics Core, Beckman Research Institute of the City of Hope, Duarte, CA, United States
| | - Xiwei Wu
- Integrative Genomics Core, Beckman Research Institute of the City of Hope, Duarte, CA, United States
| | - Raju Pillai
- Molecular Pathology Core, Beckman Research Institute of the City of Hope, Duarte, CA, United States
| | - Lauren Bernal
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, CA, United States
| | - Chiun-Sheng Huang
- Department of Breast Health, National Taiwan University Hospital, Taipei City, Taiwan
| | - Laura Kruper
- Department of Surgery, City of Hope Medical Center, Duarte, CA, United States
| | - Yuan Yuan
- Department of Medical Oncology and Therapeutics Research, City of Hope Medical Center, Duarte, CA, United States
| | - George Somlo
- Department of Medical Oncology and Therapeutics Research, City of Hope Medical Center, Duarte, CA, United States
| | - Joanne Mortimer
- Department of Medical Oncology and Therapeutics Research, City of Hope Medical Center, Duarte, CA, United States
| | - Shiuan Chen
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, CA, United States
| |
Collapse
|
32
|
Özdemir BC, Sflomos G, Brisken C. The challenges of modeling hormone receptor-positive breast cancer in mice. Endocr Relat Cancer 2018; 25:R319-R330. [PMID: 29563191 DOI: 10.1530/erc-18-0063] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2018] [Accepted: 03/21/2018] [Indexed: 12/26/2022]
Abstract
Estrogen receptor-positive (ER+) tumors account for 70-80% of all breast cancer (BC) cases and are characterized by estrogen dependency for their growth. Endocrine therapies using estrogen receptor antagonists or aromatase inhibitors represent a key component of the standard of care for these tumors. The occurrence of de novo or acquired resistance to estrogen withdrawal represents an important clinical problem, impacting on patient survival. In addition, despite an initially favorable outcome, a part of ER+ BC patients present with disease recurrence locally or at distant sites years or even decades after apparent remission. In vivo models that closely mimic human disease are urgently needed to study the biology of these tumors, investigate the molecular mechanisms underlying endocrine resistance and identify patients at risk of recurrence. Despite the similarities in the overall hormonal regulation of mammary gland development between mice and humans, the majority of the mammary carcinomas occurring in genetically engineered mouse models (GEMMs) are ER negative and most xenograft models are based on few ER+ cancer cell lines. We recently showed that the microenvironment is critical for ER+ cancer cells and discuss in this review the potential of intraductal xenograft model for basic and preclinical research.
Collapse
Affiliation(s)
- Berna C Özdemir
- Department of Oncology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
- International Cancer Prevention Institute, Epalinges, Switzerland
| | - George Sflomos
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole polytechnique fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Cathrin Brisken
- International Cancer Prevention Institute, Epalinges, Switzerland
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole polytechnique fédérale de Lausanne (EPFL), Lausanne, Switzerland
| |
Collapse
|
33
|
Targeting mTOR pathway inhibits tumor growth in different molecular subtypes of triple-negative breast cancers. Oncotarget 2018; 7:48206-48219. [PMID: 27374081 PMCID: PMC5217012 DOI: 10.18632/oncotarget.10195] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Accepted: 06/09/2016] [Indexed: 12/31/2022] Open
Abstract
Triple-negative breast cancers (TNBC) are characterized by frequent alterations in the PI3K/AKT/mTOR signaling pathway. In this study, we analyzed PI3K pathway activation in 67 patient-derived xenografts (PDX) of breast cancer and investigated the anti-tumor activity of the mTOR inhibitor everolimus in 15 TNBC PDX with different expression and mutational status of PI3K pathway markers. Expression of the tumor suppressors PTEN and INPP4B was lost in 55% and 76% of TNBC PDX, respectively, while mutations in PIK3CA and AKT1 genes were rare. In 7 PDX treatment with everolimus resulted in a tumor growth inhibition higher than 50%, while 8 models were classified as low responder or resistant. Basal-like, LAR (Luminal AR), mesenchymal and HER2-enriched tumors were present in both responder and resistant groups, suggesting that tumor response to everolimus is not restricted to a specific TNBC subtype. Analysis of treated tumors showed a correlation between tumor response and post-treatment phosphorylation of AKT, increased in responder PDX, while PI3K pathway markers at baseline were not sufficient to predict everolimus response. In conclusion, targeting mTOR decreased tumor growth in 7 out of 15 TNBC PDX tested. Response to everolimus occurred in different TNBC subtypes and was associated with post-treatment increase of P-AKT.
Collapse
|
34
|
Marangoni E, Laurent C, Coussy F, El-Botty R, Château-Joubert S, Servely JL, de Plater L, Assayag F, Dahmani A, Montaudon E, Nemati F, Fleury J, Vacher S, Gentien D, Rapinat A, Foidart P, Sounni NE, Noel A, Vincent-Salomon A, Lae M, Decaudin D, Roman-Roman S, Bièche I, Piccart M, Reyal F. Capecitabine Efficacy Is Correlated with TYMP and RB1 Expression in PDX Established from Triple-Negative Breast Cancers. Clin Cancer Res 2018; 24:2605-2615. [PMID: 29463559 DOI: 10.1158/1078-0432.ccr-17-3490] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Revised: 01/25/2018] [Accepted: 02/14/2018] [Indexed: 11/16/2022]
Abstract
Purpose: Triple-negative breast cancer (TNBC) patients with residual disease after neoadjuvant chemotherapy have a poor outcome. We developed patient-derived xenografts (PDX) from residual tumors to identify efficient chemotherapies and predictive biomarkers in a context of resistance to anthracyclines- and taxanes-based treatments.Experimental Design: PDX were established from residual tumors of primary breast cancer patients treated in neoadjuvant setting. TNBC PDX were treated by anthracyclines, taxanes, platins, and capecitabine. Predictive biomarkers were identified by transcriptomic and immunohistologic analysis. Downregulation of RB1 was performed by siRNA in a cell line established from a PDX.Results: Residual TNBC PDX were characterized by a high tumor take, a short latency, and a poor prognosis of the corresponding patients. With the exception of BRCA1/2-mutated models, residual PDX were resistant to anthracyclines, taxanes, and platins. Capecitabine, the oral prodrug of 5-FU, was highly efficient in 60% of PDX, with two models showing complete responses. Prior treatment of a responder PDX with 5-FU increased expression of thymidylate synthase and decreased efficacy of capecitabine. Transcriptomic and IHC analyses of 32 TNBC PDX, including both residual tumors and treatment-naïve derived tumors, identified RB1 and TYMP proteins as predictive biomarkers for capecitabine response. Finally, RB1 knockdown in a cell line established from a capecitabine-responder PDX decreased sensitivity to 5-FU treatment.Conclusions: We identified capecitabine as efficient chemotherapy in TNBC PDX models established from residual disease and resistant to anthracyclines, taxanes, and platins. RB1 positivity and high expression of TYMP were significantly associated with capecitabine response. Clin Cancer Res; 24(11); 2605-15. ©2018 AACR.
Collapse
Affiliation(s)
- Elisabetta Marangoni
- Translational Research Department, Institut Curie, PSL Research University, Paris, France.
| | - Cécile Laurent
- Translational Research Department, Institut Curie, PSL Research University, Paris, France
| | - Florence Coussy
- Translational Research Department, Institut Curie, PSL Research University, Paris, France.,Medical Oncology Department, Institut Curie, PSL Research University, Paris, France.,Genetics Department, Institut Curie, PSL Research University, Paris, France
| | - Rania El-Botty
- Translational Research Department, Institut Curie, PSL Research University, Paris, France
| | | | - Jean-Luc Servely
- BioPôle Alfort, Ecole Nationale Vétérinaire d'Alfort, Maisons Alfort, France.,INRA, PHASE Department, Paris, France
| | - Ludmilla de Plater
- Translational Research Department, Institut Curie, PSL Research University, Paris, France
| | - Franck Assayag
- Translational Research Department, Institut Curie, PSL Research University, Paris, France
| | - Ahmed Dahmani
- Translational Research Department, Institut Curie, PSL Research University, Paris, France
| | - Elodie Montaudon
- Translational Research Department, Institut Curie, PSL Research University, Paris, France
| | - Fariba Nemati
- Translational Research Department, Institut Curie, PSL Research University, Paris, France
| | - Justine Fleury
- Translational Research Department, Institut Curie, PSL Research University, Paris, France
| | - Sophie Vacher
- Genetics Department, Institut Curie, PSL Research University, Paris, France
| | - David Gentien
- Translational Research Department, Institut Curie, PSL Research University, Paris, France
| | - Audrey Rapinat
- Translational Research Department, Institut Curie, PSL Research University, Paris, France
| | - Pierre Foidart
- Laboratory of Tumor and Developmental Biology, Groupe Interdisciplinaire de Génoprotéomique Appliqué-Cancer (GIGA-Cancer), University of Liège, Liège, Belgium
| | - Nor Eddine Sounni
- Laboratory of Tumor and Developmental Biology, Groupe Interdisciplinaire de Génoprotéomique Appliqué-Cancer (GIGA-Cancer), University of Liège, Liège, Belgium
| | - Agnès Noel
- Laboratory of Tumor and Developmental Biology, Groupe Interdisciplinaire de Génoprotéomique Appliqué-Cancer (GIGA-Cancer), University of Liège, Liège, Belgium
| | | | - Marick Lae
- Department of Pathology, Institut Curie, PSL Research University, Paris, France
| | - Didier Decaudin
- Translational Research Department, Institut Curie, PSL Research University, Paris, France.,Medical Oncology Department, Institut Curie, PSL Research University, Paris, France
| | - Sergio Roman-Roman
- Translational Research Department, Institut Curie, PSL Research University, Paris, France
| | - Ivan Bièche
- Genetics Department, Institut Curie, PSL Research University, Paris, France
| | - Martine Piccart
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Fabien Reyal
- Translational Research Department, Institut Curie, PSL Research University, Paris, France.,Surgery Department, Institut Curie, PSL Research University, Paris, France.,Translational Research Department, INSERM, U932, Immunity and Cancer, Institut Curie, PSL Research University, 26, rue d'Ulm, Paris, France
| |
Collapse
|
35
|
Yu Z, He S, Wang D, Patel HK, Miller CP, Brown JL, Hattersley G, Saeh JC. Selective Androgen Receptor Modulator RAD140 Inhibits the Growth of Androgen/Estrogen Receptor-Positive Breast Cancer Models with a Distinct Mechanism of Action. Clin Cancer Res 2017; 23:7608-7620. [PMID: 28974548 DOI: 10.1158/1078-0432.ccr-17-0670] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Revised: 07/14/2017] [Accepted: 09/28/2017] [Indexed: 11/16/2022]
Abstract
Purpose: Steroidal androgens suppress androgen receptor and estrogen receptor positive (AR/ER+) breast cancer cells and were used to treat breast cancer, eliciting favorable response. The current study evaluates the activity and efficacy of the oral selective AR modulator RAD140 in in vivo and in vitro models of AR/ER+ breast cancer.Experimental Design: A series of in vitro assays were used to determine the affinity of RAD140 to 4 nuclear receptors and evaluate its tissue-selective AR activity. The efficacy and pharmacodynamics of RAD140 as monotherapy or in combination with palbociclib were evaluated in AR/ER+ breast cancer xenograft models.Results: RAD140 bound AR with high affinity and specificity and activated AR in breast cancer but not prostate cancer cells. Oral administration of RAD140 substantially inhibited the growth of AR/ER+ breast cancer patient-derived xenografts (PDX). Activation of AR and suppression of ER pathway, including the ESR1 gene, were seen with RAD140 treatment. Coadministration of RAD140 and palbociclib showed improved efficacy in the AR/ER+ PDX models. In line with efficacy, a subset of AR-repressed genes associated with DNA replication was suppressed with RAD140 treatment, an effect apparently enhanced by concurrent administration of palbociclib.Conclusions: RAD140 is a potent AR agonist in breast cancer cells with a distinct mechanism of action, including the AR-mediated repression of ESR1 It inhibits the growth of multiple AR/ER+ breast cancer PDX models as a single agent, and in combination with palbociclib. The preclinical data presented here support further clinical investigation of RAD140 in AR/ER+ breast cancer patients. Clin Cancer Res; 23(24); 7608-20. ©2017 AACR.
Collapse
Affiliation(s)
- Ziyang Yu
- Radius Health, Inc., Waltham, Massachusetts.
| | - Suqin He
- Radius Health, Inc., Waltham, Massachusetts
| | | | | | | | | | | | | |
Collapse
|
36
|
Yu J, Qin B, Moyer AM, Sinnwell JP, Thompson KJ, Copland JA, Marlow LA, Miller JL, Yin P, Gao B, Minter-Dykhouse K, Tang X, McLaughlin SA, Moreno-Aspitia A, Schweitzer A, Lu Y, Hubbard J, Northfelt DW, Gray RJ, Hunt K, Conners AL, Suman VJ, Kalari KR, Ingle JN, Lou Z, Visscher DW, Weinshilboum R, Boughey JC, Goetz MP, Wang L. Establishing and characterizing patient-derived xenografts using pre-chemotherapy percutaneous biopsy and post-chemotherapy surgical samples from a prospective neoadjuvant breast cancer study. Breast Cancer Res 2017; 19:130. [PMID: 29212525 PMCID: PMC5719923 DOI: 10.1186/s13058-017-0920-8] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Accepted: 11/15/2017] [Indexed: 02/06/2023] Open
Abstract
Background Patient-derived xenografts (PDXs) are increasingly used in cancer research as a tool to inform cancer biology and drug response. Most available breast cancer PDXs have been generated in the metastatic setting. However, in the setting of operable breast cancer, PDX models both sensitive and resistant to chemotherapy are needed for drug development and prospective data are lacking regarding the clinical and molecular characteristics associated with PDX take rate in this setting. Methods The Breast Cancer Genome Guided Therapy Study (BEAUTY) is a prospective neoadjuvant chemotherapy (NAC) trial of stage I-III breast cancer patients treated with neoadjuvant weekly taxane+/-trastuzumab followed by anthracycline-based chemotherapy. Using percutaneous tumor biopsies (PTB), we established and characterized PDXs from both primary (untreated) and residual (treated) tumors. Tumor take rate was defined as percent of patients with the development of at least one stably transplantable (passed at least for four generations) xenograft that was pathologically confirmed as breast cancer. Results Baseline PTB samples from 113 women were implanted with an overall take rate of 27.4% (31/113). By clinical subtype, the take rate was 51.3% (20/39) in triple negative (TN) breast cancer, 26.5% (9/34) in HER2+, 5.0% (2/40) in luminal B and 0% (0/3) in luminal A. The take rate for those with pCR did not differ from those with residual disease in TN (p = 0.999) and HER2+ (p = 0.2401) tumors. The xenografts from 28 of these 31 patients were such that at least one of the xenografts generated had the same molecular subtype as the patient. Among the 35 patients with residual tumor after NAC adequate for implantation, the take rate was 17.1%. PDX response to paclitaxel mirrored the patients’ clinical response in all eight PDX tested. Conclusions The generation of PDX models both sensitive and resistant to standard NAC is feasible and these models exhibit similar biological and drug response characteristics as the patients’ primary tumors. Taken together, these models may be useful for biomarker discovery and future drug development. Electronic supplementary material The online version of this article (doi:10.1186/s13058-017-0920-8) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Jia Yu
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Bo Qin
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Department of Oncology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Ann M Moyer
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Jason P Sinnwell
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Kevin J Thompson
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - John A Copland
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, 32224, USA
| | - Laura A Marlow
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, 32224, USA
| | - James L Miller
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, 32224, USA
| | - Ping Yin
- Department of Oncology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Bowen Gao
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA
| | | | - Xiaojia Tang
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | | | | | - Anthony Schweitzer
- Affymetrix, now part of Thermo Fisher Scientific, Santa Clara, CA, 95051, USA
| | - Yan Lu
- Affymetrix, now part of Thermo Fisher Scientific, Santa Clara, CA, 95051, USA
| | - Jason Hubbard
- Affymetrix, now part of Thermo Fisher Scientific, Santa Clara, CA, 95051, USA
| | - Donald W Northfelt
- Department of Hematology/Oncology, Mayo Clinic, Scottsdale, AZ, 85259, USA
| | - Richard J Gray
- Department of Surgery, Mayo Clinic, Scottsdale, AZ, 85259, USA
| | - Katie Hunt
- Department of Radiology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Amy L Conners
- Department of Radiology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Vera J Suman
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Krishna R Kalari
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - James N Ingle
- Department of Oncology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Zhenkun Lou
- Department of Oncology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Daniel W Visscher
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Richard Weinshilboum
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Judy C Boughey
- Department of Surgery, Mayo Clinic, Rochester, MN, 55905, USA
| | - Matthew P Goetz
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Department of Oncology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Liewei Wang
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
| |
Collapse
|
37
|
Hsu PY, Wu VS, Kanaya N, Petrossian K, Hsu HK, Nguyen D, Schmolze D, Kai M, Liu CY, Lu H, Chu P, Vito CA, Kruper L, Mortimer J, Chen S. Dual mTOR Kinase Inhibitor MLN0128 Sensitizes HR +/HER2 + Breast Cancer Patient-Derived Xenografts to Trastuzumab or Fulvestrant. Clin Cancer Res 2017; 24:395-406. [PMID: 29079660 DOI: 10.1158/1078-0432.ccr-17-1983] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Revised: 09/24/2017] [Accepted: 10/23/2017] [Indexed: 11/16/2022]
Abstract
Purpose: Therapeutic strategies against hormonal receptor-positive (HR+)/HER2+ breast cancers with poor response to trastuzumab need to be optimized.Experimental Design: Two HR+/HER2+ patient-derived xenograft (PDX) models named as COH-SC1 and COH-SC31 were established to explore targeted therapies for HER2+ breast cancers. RNA sequencing and RPPA (reverse phase protein array) analyses were conducted to decipher molecular features of the two PDXs and define the therapeutic strategy of interest, validated by in vivo drug efficacy examination and in vitro cell proliferation analysis.Results: Estrogen acted as a growth driver of trastuzumab-resistant COH-SC31 tumors but an accelerator in the trastuzumab-sensitive COH-SC1 model. In vivo trastuzumab efficacy examination further confirmed the consistent responses between PDXs and the corresponding tumors. Integrative omics analysis revealed that mammalian target of rapamycin (mTOR) and ERα signaling predominantly regulate tumor growth of the two HR+/HER2+ PDXs. Combination of the dual mTOR complex inhibitor MLN0128 and anti-HER2 trastuzumab strongly suppressed tumor growth of COH-SC1 PDX accompanied by increasing ER-positive cell population in vivo Instead, MLN0128 in combination with antiestrogen fulvestrant significantly halted the growth of HR+/HER2+ cancer cells in vitro and trastuzumab-resistant COH-SC31 as well as trastuzumab-sensitive COH-SC1 tumors in vivoConclusions: Compared with the standard trastuzumab treatment, this study demonstrates alternative therapeutic strategies against HR+/HER2+ tumors through establishment of two PDXs coupled with integrative omics analyses and in vivo drug efficacy examination. This work presents a prototype of future "co-clinical" trials to tailor personalized medicine in clinical practice. Clin Cancer Res; 24(2); 395-406. ©2017 AACR.
Collapse
Affiliation(s)
- Pei-Yin Hsu
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, California
| | - Victoria Shang Wu
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, California
| | - Noriko Kanaya
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, California
| | - Karineh Petrossian
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, California
| | - Hang-Kai Hsu
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, California
| | - Duc Nguyen
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, California
| | - Daniel Schmolze
- Department of Pathology, City of Hope Medical Center, Duarte, California
| | - Masaya Kai
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, California
| | - Chun-Yu Liu
- Department of Oncology, School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Hannah Lu
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, California
| | - Peiguo Chu
- Department of Pathology, City of Hope Medical Center, Duarte, California
| | - Courtney A Vito
- Department of Surgery, City of Hope Medical Center, Duarte, California
| | - Laura Kruper
- Department of Surgery, City of Hope Medical Center, Duarte, California
| | - Joanne Mortimer
- Department of Medical Oncology and Therapeutic Research, City of Hope Medical Center, Duarte, California
| | - Shiuan Chen
- Department of Cancer Biology, Beckman Research Institute of the City of Hope, Duarte, California.
| |
Collapse
|
38
|
Majumder A, Singh M, Tyagi SC. Post-menopausal breast cancer: from estrogen to androgen receptor. Oncotarget 2017; 8:102739-102758. [PMID: 29254284 PMCID: PMC5731994 DOI: 10.18632/oncotarget.22156] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Accepted: 09/29/2017] [Indexed: 12/20/2022] Open
Abstract
In the United States, breast cancer is the second leading cause of death among women, and even though different therapies can treat primary breast tumors, most breast cancer-related deaths (>95%) occur due to metastasis. A majority (~70%) of breast tumors are found to express estrogen receptor, and a significant portion (~90%) of ER-positive (ER+) breast tumors are also androgen receptor-positive (AR+). Although ER is known to promote tumorigenesis, the role and underlying mechanism(s) of AR in these closely knit processes remain controversial. Endocrine therapies are the most commonly used treatment for patients with ER+ breast tumors; but, ~30%-50% of initially responsive patients develop resistance to these therapies. Whereas 70%–90% of all breast tumors are AR+ and AR overexpression is correlated with endocrine resistance, but the precise molecular mechanism(s) for this association is yet to be studied. Multiple mechanisms have been proposed to show AR and ER interactions, which indicate that AR may preferentially regulate expression of a subset of ER-responsive genes and that may be responsible for breast cancer and its progression in affected patients. On the other hand, most of the ER+ breast tumors found in post-menopausal women (~80%); and they have very low 17β-estradiol and high androgen levels, but how these hormonal changes make someone more prone to cancer phenotype has long been a disputed issue. In this study, we have discussed multiple molecular mechanisms that we believe are central to the understanding of the overall contributions of AR in breast cancer and its metastasis in post-menopausal women.
Collapse
Affiliation(s)
- Avisek Majumder
- Department of Biochemistry and Molecular Genetics, University of Louisville School of Medicine, Louisville 40202, Kentucky, USA.,Department of Physiology, University of Louisville School of Medicine, Louisville 40202, Kentucky, USA
| | - Mahavir Singh
- Department of Physiology, University of Louisville School of Medicine, Louisville 40202, Kentucky, USA
| | - Suresh C Tyagi
- Department of Physiology, University of Louisville School of Medicine, Louisville 40202, Kentucky, USA
| |
Collapse
|
39
|
Kanaya N, Somlo G, Wu J, Frankel P, Kai M, Liu X, Wu SV, Nguyen D, Chan N, Hsieh MY, Kirschenbaum M, Kruper L, Vito C, Badie B, Yim JH, Yuan Y, Hurria A, Peiguo C, Mortimer J, Chen S. Characterization of patient-derived tumor xenografts (PDXs) as models for estrogen receptor positive (ER+HER2- and ER+HER2+) breast cancers. J Steroid Biochem Mol Biol 2017; 170:65-74. [PMID: 27154416 PMCID: PMC5094906 DOI: 10.1016/j.jsbmb.2016.05.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Revised: 04/26/2016] [Accepted: 05/02/2016] [Indexed: 12/18/2022]
Abstract
The research was to appraise the utility of the patient-derived tumor xenografts (PDXs) as models of estrogen receptor positive (ER+HER2- and ER+HER2+) breast cancers. We compared protein expression profiles by Reverse Phase Protein Array (RPPA) in tumors that resulted in PDXs compared to those that did not. Our overall PDX intake rate for ER+ breast cancer was 9% (9/97). The intake rate for ER+HER2+ tumors (3/16, 19%) was higher than for ER+HER2- tumors (6/81, 7%). Heat map analyses of RPPA data showed that ER+HER2- tumors were divided into 2 groups by luminal A/B signature [protein expression of ER, AR, Bcl-2, Bim (BCL2L11), GATA3 and INPP4b], and this expression signature was also associated with the rate of PDX intake. Cell survival pathways such as the PI3K/AKT signaling and RAS/ERK pathways were more activated in the specimens that could be established as PDX in both classes. Expression of the ER protein itself may have a bearing on the potential success of an ER+ PDX model. In addition, HER2 and its downstream protein expressions were up-regulated in the ER+HER2+ patient tumors that were successfully established as PDX models. Moreover, the comparison of RPPA data between original and PDX tumors suggested that the selection/adaptation process required to grow the tumors in mice is unavoidable for generation of ER+ PDX models, and we identified differences between patient tumor samples and paired PDX tumors. A better understanding of the biological characteristics of ER+PDX would be the key to using PDX models in assessing treatment strategies in a preclinical setting.
Collapse
Affiliation(s)
- Noriko Kanaya
- Department of Cancer Biology, City of Hope, 1500 E. Duarte Rd., Duarte, CA 91010, USA
| | - George Somlo
- Department of Medical Oncology, City of Hope, 1500 E. Duarte Rd., Duarte, CA, 91010, USA
| | - Jun Wu
- Department of Comparative Medicine, City of Hope, 1500 E. Duarte Rd., Duarte, CA, 91010, USA
| | - Paul Frankel
- Department of Information Sciences, City of Hope, 1500 E. Duarte Rd., Duarte, CA, 91010, USA
| | - Masaya Kai
- Department of Cancer Biology, City of Hope, 1500 E. Duarte Rd., Duarte, CA 91010, USA
| | - Xueli Liu
- Department of Information Sciences, City of Hope, 1500 E. Duarte Rd., Duarte, CA, 91010, USA
| | - Shang Victoria Wu
- Department of Cancer Biology, City of Hope, 1500 E. Duarte Rd., Duarte, CA 91010, USA
| | - Duc Nguyen
- Department of Cancer Biology, City of Hope, 1500 E. Duarte Rd., Duarte, CA 91010, USA
| | - Nymph Chan
- Department of Cancer Biology, City of Hope, 1500 E. Duarte Rd., Duarte, CA 91010, USA
| | - Meng-Yin Hsieh
- Department of Comparative Medicine, City of Hope, 1500 E. Duarte Rd., Duarte, CA, 91010, USA
| | - Michele Kirschenbaum
- Clinical Trials Office, City of Hope, 1500 E. Duarte Rd., Duarte, CA, 91010, USA
| | - Laura Kruper
- Department of Surgery, City of Hope, 1500 E. Duarte Rd., Duarte, CA, 91010, USA
| | - Courtney Vito
- Department of Surgery, City of Hope, 1500 E. Duarte Rd., Duarte, CA, 91010, USA
| | - Behnam Badie
- Department of Surgery, City of Hope, 1500 E. Duarte Rd., Duarte, CA, 91010, USA
| | - John H Yim
- Department of Surgery, City of Hope, 1500 E. Duarte Rd., Duarte, CA, 91010, USA
| | - Yuan Yuan
- Department of Medical Oncology, City of Hope, 1500 E. Duarte Rd., Duarte, CA, 91010, USA
| | - Arti Hurria
- Department of Medical Oncology, City of Hope, 1500 E. Duarte Rd., Duarte, CA, 91010, USA
| | - Chu Peiguo
- Department of Pathology, City of Hope, 1500 E. Duarte Rd., Duarte, CA 91010, USA
| | - Joanne Mortimer
- Department of Medical Oncology, City of Hope, 1500 E. Duarte Rd., Duarte, CA, 91010, USA
| | - Shiuan Chen
- Department of Cancer Biology, City of Hope, 1500 E. Duarte Rd., Duarte, CA 91010, USA.
| |
Collapse
|
40
|
Desmedt C, Zoppoli G, Sotiriou C, Salgado R. Transcriptomic and genomic features of invasive lobular breast cancer. Semin Cancer Biol 2017; 44:98-105. [PMID: 28400203 DOI: 10.1016/j.semcancer.2017.03.007] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Revised: 03/24/2017] [Accepted: 03/27/2017] [Indexed: 02/07/2023]
Abstract
Accounting for 10-15% of all breast neoplasms, invasive lobular breast cancer (ILC) is the second most common histological subtype of breast cancer after invasive ductal breast cancer (IDC). Understanding ILC biology, which differs from IDC in terms of clinical presentation, treatment response, relapse timing and patterns, is essential in order to adopt novel, disease-specific management strategies. While the contribution of the histological subtypes to tumour biology has been poorly investigated and acknowledged in the past, recently several major, independent efforts have led to the assembly and molecular characterization of well-annotated ILC case sets. In this review, we provide a critical overview of the literature exploring ILC, through comprehensive and multiomic methods. The first part specifically focuses on ILC transcriptomic features by reviewing the intrinsic molecular subtypes, the application of gene expression scores for the prediction of recurrence, and the identification of gene expression subtypes. The second part describes the main research efforts that lead to the identification of the genomic landscape of ILC, with a special focus to findings that differentiate ILC from IDC and carry potential clinical relevance.
Collapse
Affiliation(s)
- Christine Desmedt
- Breast Cancer Translational Research Laboratory J.-C. Heuson, Université Libre de Bruxelles, Institut Jules Bordet, 1000 Brussels, Belgium.
| | - Gabriele Zoppoli
- Department of Internal Medicine (DiMI), University of Genoa and Istituto di Ricovero e Cura a Carattere Scientifico San Martino-National Cancer Institute, Genoa, Italy
| | - Christos Sotiriou
- Breast Cancer Translational Research Laboratory J.-C. Heuson, Université Libre de Bruxelles, Institut Jules Bordet, 1000 Brussels, Belgium
| | - Roberto Salgado
- Breast Cancer Translational Research Laboratory J.-C. Heuson, Université Libre de Bruxelles, Institut Jules Bordet, 1000 Brussels, Belgium; Department of Pathology/TCRU, Sint Augustinus, Wilrijk, Belgium
| |
Collapse
|
41
|
Byrne AT, Alférez DG, Amant F, Annibali D, Arribas J, Biankin AV, Bruna A, Budinská E, Caldas C, Chang DK, Clarke RB, Clevers H, Coukos G, Dangles-Marie V, Eckhardt SG, Gonzalez-Suarez E, Hermans E, Hidalgo M, Jarzabek MA, de Jong S, Jonkers J, Kemper K, Lanfrancone L, Mælandsmo GM, Marangoni E, Marine JC, Medico E, Norum JH, Palmer HG, Peeper DS, Pelicci PG, Piris-Gimenez A, Roman-Roman S, Rueda OM, Seoane J, Serra V, Soucek L, Vanhecke D, Villanueva A, Vinolo E, Bertotti A, Trusolino L. Interrogating open issues in cancer precision medicine with patient-derived xenografts. Nat Rev Cancer 2017; 17:254-268. [PMID: 28104906 DOI: 10.1038/nrc.2016.140] [Citation(s) in RCA: 500] [Impact Index Per Article: 62.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Patient-derived xenografts (PDXs) have emerged as an important platform to elucidate new treatments and biomarkers in oncology. PDX models are used to address clinically relevant questions, including the contribution of tumour heterogeneity to therapeutic responsiveness, the patterns of cancer evolutionary dynamics during tumour progression and under drug pressure, and the mechanisms of resistance to treatment. The ability of PDX models to predict clinical outcomes is being improved through mouse humanization strategies and the implementation of co-clinical trials, within which patients and PDXs reciprocally inform therapeutic decisions. This Opinion article discusses aspects of PDX modelling that are relevant to these questions and highlights the merits of shared PDX resources to advance cancer medicine from the perspective of EurOPDX, an international initiative devoted to PDX-based research.
Collapse
Affiliation(s)
- Annette T Byrne
- EurOPDX Consortium and are at the Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Denis G Alférez
- EurOPDX Consortium and are at the Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Manchester M20 4QL, UK
| | - Frédéric Amant
- EurOPDX Consortium and are at the Katholieke Universiteit Leuven, 3000 Leuven, Belgium
- The Netherlands Cancer Institute, Plesmanlaan 121, 1066CX Amsterdam, The Netherlands
| | - Daniela Annibali
- EurOPDX Consortium and are at the Katholieke Universiteit Leuven, 3000 Leuven, Belgium
| | - Joaquín Arribas
- EurOPDX Consortium and are at the Vall d'Hebron Institute of Oncology, 08035 Barcelona, the Universitat Autònoma de Barcelona, 08193 Bellaterra, and the Institució Catalana de Recerca i Estudis Avançats (ICREA), 08010 Barcelona, Spain
- CIBERONC, 08035 Barcelona, Spain
| | - Andrew V Biankin
- EurOPDX Consortium and are at the Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK
| | - Alejandra Bruna
- EurOPDX Consortium and are at Cancer Research UK Cambridge Institute, Cambridge Cancer Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - Eva Budinská
- EurOPDX Consortium and is at the Institute of Biostatistics and Analyses, Faculty of Medicine, and Research Centre for Toxic Compounds in the Environment, Faculty of Science, Masarykova Univerzita, 625 00 Brno, Czech Republic
| | - Carlos Caldas
- EurOPDX Consortium and are at Cancer Research UK Cambridge Institute, Cambridge Cancer Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - David K Chang
- EurOPDX Consortium and are at the Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK
| | - Robert B Clarke
- EurOPDX Consortium and are at the Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Manchester M20 4QL, UK
| | - Hans Clevers
- Hubrecht Institute, University Medical Centre Utrecht, and Princess Maxima Center for Pediatric Oncology, 3584CT Utrecht, The Netherlands
| | - George Coukos
- EurOPDX Consortium and are at Lausanne Branch, Ludwig Institute for Cancer Research at the University of Lausanne, 1066 Lausanne, Switzerland
| | - Virginie Dangles-Marie
- EurOPDX Consortium and is at the Institut Curie, PSL Research University, Translational Research Department, 75005 Paris, and Université Paris Descartes, Sorbonne Paris Cité, Faculté de Pharmacie de Paris, 75006 Paris, France
| | - S Gail Eckhardt
- University of Colorado Cancer Center, Aurora, Colorado 80045, USA
| | - Eva Gonzalez-Suarez
- EurOPDX Consortium and is at the Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute IDIBELL, 08908 L'Hospitalet de Llobregat, Barcelona, Spain
| | - Els Hermans
- EurOPDX Consortium and are at the Katholieke Universiteit Leuven, 3000 Leuven, Belgium
| | - Manuel Hidalgo
- EurOPDX Consortium and is at Beth Israel Deaconess Medical Center, Boston, Harvard Medical School, Boston, Massachusetts 02215, USA
| | - Monika A Jarzabek
- EurOPDX Consortium and are at the Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Steven de Jong
- EurOPDX Consortium and is at the University Medical Centre Groningen, University of Groningen, 9713GZ Groningen, The Netherlands
| | - Jos Jonkers
- EurOPDX Consortium and are at The Netherlands Cancer Institute, Plesmanlaan 121, 1066CX Amsterdam, The Netherlands
| | - Kristel Kemper
- EurOPDX Consortium and are at The Netherlands Cancer Institute, Plesmanlaan 121, 1066CX Amsterdam, The Netherlands
| | - Luisa Lanfrancone
- EurOPDX Consortium and are at the Department of Experimental Oncology, European Institiute of Oncology, 20139 Milan, Italy
| | - Gunhild Mari Mælandsmo
- EurOPDX Consortium and are at Oslo University Hospital, Institute for Cancer Research, 0424 Oslo, Norway
| | - Elisabetta Marangoni
- EurOPDX Consortium and are at Institut Curie, PSL Research University, Translational Research Department, 75005 Paris, France
| | - Jean-Christophe Marine
- EurOPDX Consortium and is at the Laboratory for Molecular Cancer Biology, Department of Oncology, Katholieke Universiteit Leuven, and the Center for Cancer Biology, VIB, 3000 Leuven, Belgium
| | - Enzo Medico
- EurOPDX Consortium and are at the Candiolo Cancer Institute IRCCS and Department of Oncology, University of Torino, 10060 Candiolo, Torino, Italy
| | - Jens Henrik Norum
- EurOPDX Consortium and are at Oslo University Hospital, Institute for Cancer Research, 0424 Oslo, Norway
| | - Héctor G Palmer
- EurOPDX Consortium and are at the Vall d'Hebron Institute of Oncology and CIBERONC, 08035 Barcelona, Spain
| | - Daniel S Peeper
- EurOPDX Consortium and are at The Netherlands Cancer Institute, Plesmanlaan 121, 1066CX Amsterdam, The Netherlands
| | - Pier Giuseppe Pelicci
- EurOPDX Consortium and are at the Department of Experimental Oncology, European Institiute of Oncology, 20139 Milan, Italy
| | - Alejandro Piris-Gimenez
- EurOPDX Consortium and are at the Vall d'Hebron Institute of Oncology and CIBERONC, 08035 Barcelona, Spain
| | - Sergio Roman-Roman
- EurOPDX Consortium and are at Institut Curie, PSL Research University, Translational Research Department, 75005 Paris, France
| | - Oscar M Rueda
- EurOPDX Consortium and are at Cancer Research UK Cambridge Institute, Cambridge Cancer Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - Joan Seoane
- EurOPDX Consortium and are at the Vall d'Hebron Institute of Oncology, 08035 Barcelona, the Universitat Autònoma de Barcelona, 08193 Bellaterra, and the Institució Catalana de Recerca i Estudis Avançats (ICREA), 08010 Barcelona, Spain
- CIBERONC, 08035 Barcelona, Spain
| | - Violeta Serra
- EurOPDX Consortium and are at the Vall d'Hebron Institute of Oncology and CIBERONC, 08035 Barcelona, Spain
| | - Laura Soucek
- EurOPDX Consortium and are at the Vall d'Hebron Institute of Oncology, 08035 Barcelona, the Universitat Autònoma de Barcelona, 08193 Bellaterra, and the Institució Catalana de Recerca i Estudis Avançats (ICREA), 08010 Barcelona, Spain
| | - Dominique Vanhecke
- EurOPDX Consortium and are at Lausanne Branch, Ludwig Institute for Cancer Research at the University of Lausanne, 1066 Lausanne, Switzerland
| | - Alberto Villanueva
- EurOPDX Consortium and is at the Program Against Cancer Therapeutic Resistance (ProCURE), Catalan Institute of Oncology ICO, Bellvitge Biomedical Research Institute IDIBELL, 08098 L'Hospitalet de Llobregat, Barcelona, and Xenopat S.L., Business Bioincubator, Bellvitge Health Science Campus, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
| | | | - Andrea Bertotti
- EurOPDX Consortium and are at the Candiolo Cancer Institute IRCCS and Department of Oncology, University of Torino, 10060 Candiolo, Torino, Italy
| | - Livio Trusolino
- EurOPDX Consortium and are at the Candiolo Cancer Institute IRCCS and Department of Oncology, University of Torino, 10060 Candiolo, Torino, Italy
| |
Collapse
|
42
|
Holen I, Speirs V, Morrissey B, Blyth K. In vivo models in breast cancer research: progress, challenges and future directions. Dis Model Mech 2017; 10:359-371. [PMID: 28381598 PMCID: PMC5399571 DOI: 10.1242/dmm.028274] [Citation(s) in RCA: 122] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Research using animal model systems has been instrumental in delivering improved therapies for breast cancer, as well as in generating new insights into the mechanisms that underpin development of the disease. A large number of different models are now available, reflecting different types and stages of the disease; choosing which one to use depends on the specific research question(s) to be investigated. Based on presentations and discussions from leading experts who attended a recent workshop focused on in vivo models of breast cancer, this article provides a perspective on the many varied uses of these models in breast cancer research, their strengths, associated challenges and future directions. Among the questions discussed were: how well do models represent the different stages of human disease; how can we model the involvement of the human immune system and microenvironment in breast cancer; what are the appropriate models of metastatic disease; can we use models to carry out preclinical drug trials and identify pathways responsible for drug resistance; and what are the limitations of patient-derived xenograft models? We briefly outline the areas where the existing breast cancer models require improvement in light of the increased understanding of the disease process, reflecting the drive towards more personalised therapies and identification of mechanisms of drug resistance.
Collapse
Affiliation(s)
- Ingunn Holen
- Academic Unit of Clinical Oncology, University of Sheffield, Sheffield S10 2RX, UK
| | - Valerie Speirs
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds LS9 7TF, UK
| | - Bethny Morrissey
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds LS9 7TF, UK
| | - Karen Blyth
- Cancer Research UK Beatson Institute, Glasgow G61 1BD, UK
| |
Collapse
|
43
|
Dobrolecki LE, Airhart SD, Alferez DG, Aparicio S, Behbod F, Bentires-Alj M, Brisken C, Bult CJ, Cai S, Clarke RB, Dowst H, Ellis MJ, Gonzalez-Suarez E, Iggo RD, Kabos P, Li S, Lindeman GJ, Marangoni E, McCoy A, Meric-Bernstam F, Piwnica-Worms H, Poupon MF, Reis-Filho J, Sartorius CA, Scabia V, Sflomos G, Tu Y, Vaillant F, Visvader JE, Welm A, Wicha MS, Lewis MT. Patient-derived xenograft (PDX) models in basic and translational breast cancer research. Cancer Metastasis Rev 2016; 35:547-573. [PMID: 28025748 PMCID: PMC5396460 DOI: 10.1007/s10555-016-9653-x] [Citation(s) in RCA: 188] [Impact Index Per Article: 20.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Patient-derived xenograft (PDX) models of a growing spectrum of cancers are rapidly supplanting long-established traditional cell lines as preferred models for conducting basic and translational preclinical research. In breast cancer, to complement the now curated collection of approximately 45 long-established human breast cancer cell lines, a newly formed consortium of academic laboratories, currently from Europe, Australia, and North America, herein summarizes data on over 500 stably transplantable PDX models representing all three clinical subtypes of breast cancer (ER+, HER2+, and "Triple-negative" (TNBC)). Many of these models are well-characterized with respect to genomic, transcriptomic, and proteomic features, metastatic behavior, and treatment response to a variety of standard-of-care and experimental therapeutics. These stably transplantable PDX lines are generally available for dissemination to laboratories conducting translational research, and contact information for each collection is provided. This review summarizes current experiences related to PDX generation across participating groups, efforts to develop data standards for annotation and dissemination of patient clinical information that does not compromise patient privacy, efforts to develop complementary data standards for annotation of PDX characteristics and biology, and progress toward "credentialing" of PDX models as surrogates to represent individual patients for use in preclinical and co-clinical translational research. In addition, this review highlights important unresolved questions, as well as current limitations, that have hampered more efficient generation of PDX lines and more rapid adoption of PDX use in translational breast cancer research.
Collapse
Affiliation(s)
- Lacey E. Dobrolecki
- The Lester and Sue Smith Breast Center, Departments of Molecular and Cellular Biology and Radiology, Baylor College of Medicine, Houston TX 77030,
| | | | - Denis G. Alferez
- Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Studies, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M21 4QL, UK,
| | - Samuel Aparicio
- Dept. Path & Lab Medicine, BC Cancer Agency, 675 W10th Avenue, Vancouver V6R 3A6, Canada,
| | - Fariba Behbod
- Department of Pathology, University of Kansas Medical Center, 3901 Rainbow Blvd, WHE 1005B, Kansas City, KS 66160,
| | - Mohamed Bentires-Alj
- Department of Biomedicine, University of Basel, University Hospital Basel, Basel, Switzerland
- Lab 306, Hebelstrasse 20, CH-4031 Basel, Switzerland,
| | - Cathrin Brisken
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), SV2.832 Station 19, CH-1015 Lausanne, Switzerland. Phone +41 (0)21 693 07 81, Sec: +41 (0)21 693 07 62, Fax +41 (0)21 693 07 40,
| | | | - Shirong Cai
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030,
| | - Robert B. Clarke
- Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Studies, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M21 4QL, UK,
| | - Heidi Dowst
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston TX 77030,
| | - Matthew J. Ellis
- The Lester and Sue Smith Breast Center, Departments of Molecular and Cellular Biology and Radiology, Baylor College of Medicine, Houston TX 77030,
| | - Eva Gonzalez-Suarez
- Cancer Epigenetics and Biology Program, PEBC, Bellvitge Institute for Biomedical Research, IDIBELL, Av.Gran Via de L'Hospitalet, 199 – 203, 08908 L'Hospitalet de Llobregat, Barcelona, Spain, , Phone: +34 932607347, Fax: +34 932607139
| | - Richard D. Iggo
- INSERM U1218, Bergonié Cancer Institute, 229 cours de l'Argonne, 33076 Bordeaux, France,
| | - Peter Kabos
- Division of Medical Oncology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045,
| | - Shunqiang Li
- Department of Internal Medicine, Washington University, St. Louis, MO 63130, Tel. 314-747-9311,
| | - Geoffrey J. Lindeman
- Stem Cells and Cancer Division, The Walter and Eliza Hall Institute of Medical Research, 1G Royal Parade, Parkville, VIC 3052, Australia
- Department of Medicine, The University of Melbourne, Parkville, VIC 3010, Australia
- Familial Cancer Centre, The Royal Melbourne Hospital and Peter MacCallum Cancer Centre. Grattan St, Parkville, VIC 3050, Australia,
| | - Elisabetta Marangoni
- Translational Research Department, Institut Curie, 26, rue d’Ulm, 75005 Paris - FRANCE,
| | - Aaron McCoy
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030,
| | - Funda Meric-Bernstam
- Departments of Investigational Cancer Therapeutics and Breast Surgical Oncology, UT M. D. Anderson Cancer Center, Houston TX 77030,
| | - Helen Piwnica-Worms
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030,
| | - Marie-France Poupon
- Founder and Scientific Advisor, Xentech SA, Genepole, 4 rue Pierre Fontaine, 91000 Evry, France,
| | - Jorge Reis-Filho
- Director of Experimental Pathology, Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
- Affiliate Member, Human Oncology and Pathogenesis Program, and Center for Computational Biology, Memorial Sloan Kettering Cancer Center, New York, NY,
| | - Carol A. Sartorius
- Department of Pathology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045,
| | - Valentina Scabia
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), SV2.832 Station 19, CH-1015 Lausanne, Switzerland,
| | - George Sflomos
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), SV2.832 Station 19, CH-1015 Lausanne, Switzerland.
| | - Yizheng Tu
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030,
| | - François Vaillant
- Stem Cells and Cancer Division, The Walter and Eliza Hall Institute of Medical Research, 1G Royal Parade, Parkville, VIC 3052, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, VIC 3010, Australia,
| | - Jane E. Visvader
- Stem Cells and Cancer Division, The Walter and Eliza Hall Institute of Medical Research, 1G Royal Parade, Parkville, VIC 3052, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, VIC 3010, Australia,
| | - Alana Welm
- Huntsman Cancer Institute, University of Utah, 2000 Circle of Hope, Salt Lake City, UT 84112,
| | - Max S. Wicha
- Madeline and Sidney Forbes Professor of Oncology, Director, Forbes Institute for Cancer Discovery, NCRC 26-335S, SPC 2800, 2800 Plymouth Rd., Ann Arbor, MI 48109-2800, Phone: (734)763-1744, Fax: (734)764-1228, http://www.med.umich.edu/wicha-lab/index.html,
| | - Michael T. Lewis
- The Lester and Sue Smith Breast Center, Departments of Molecular and Cellular Biology and Radiology, Baylor College of Medicine, Houston TX 77030, , TEL: 713-798-3296, FAX: 713-798-1659
| |
Collapse
|
44
|
Eyre R, Alférez DG, Spence K, Kamal M, Shaw FL, Simões BM, Santiago-Gómez A, Sarmiento-Castro A, Bramley M, Absar M, Saad Z, Chatterjee S, Kirwan C, Gandhi A, Armstrong AC, Wardley AM, O'Brien CS, Farnie G, Howell SJ, Clarke RB. Patient-derived Mammosphere and Xenograft Tumour Initiation Correlates with Progression to Metastasis. J Mammary Gland Biol Neoplasia 2016; 21:99-109. [PMID: 27680982 PMCID: PMC5159442 DOI: 10.1007/s10911-016-9361-8] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Accepted: 09/05/2016] [Indexed: 01/16/2023] Open
Abstract
Breast cancer specific mortality results from tumour cell dissemination and metastatic colonisation. Identification of the cells and processes responsible for metastasis will enable better prevention and control of metastatic disease, thus reducing relapse and mortality. To better understand these processes, we prospectively collected 307 patient-derived breast cancer samples (n = 195 early breast cancers (EBC) and n = 112 metastatic samples (MBC)). We assessed colony-forming activity in vitro by growing isolated cells in both primary (formation) and secondary (self-renewal) mammosphere culture, and tumour initiating activity in vivo through subcutaneous transplantation of fragments or cells into mice. Metastatic samples formed primary mammosphere colonies significantly more frequently than early breast cancers and had significantly higher primary mammosphere colony formation efficiency (0.9 % vs. 0.6 %; p < 0.0001). Tumour initiation in vivo was significantly higher in metastatic than early breast cancer samples (63 % vs. 38 %, p = 0.04). Of 144 breast cancer samples implanted in vivo, we established 20 stable patient-derived xenograft (PDX) models at passage 2 or greater. Lung metastases were detected in mice from 14 PDX models. Mammosphere colony formation in vitro significantly correlated with the ability of a tumour to metastasise to the lungs in vivo (p = 0.05), but not with subcutaneous tumour initiation. In summary, the breast cancer stem cell activities of colony formation and tumour initiation are increased in metastatic compared to early samples, and predict metastasis in vivo. These results suggest that breast stem cell activity will predict for poor outcome tumours, and therapy targeting this activity will improve outcomes for patients with metastatic disease.
Collapse
Affiliation(s)
- Rachel Eyre
- Breast Biology Group, Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4QL, UK
| | - Denis G Alférez
- Breast Biology Group, Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4QL, UK
| | - Kath Spence
- Breast Biology Group, Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4QL, UK
| | - Mohamed Kamal
- Breast Biology Group, Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4QL, UK
- Department of Zoology, Faculty of Science, University of Benha, Benha, Egypt
| | - Frances L Shaw
- Breast Biology Group, Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4QL, UK
| | - Bruno M Simões
- Breast Biology Group, Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4QL, UK
| | - Angélica Santiago-Gómez
- Breast Biology Group, Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4QL, UK
| | - Aida Sarmiento-Castro
- Breast Biology Group, Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4QL, UK
| | | | | | - Zahida Saad
- Salford Royal NHS Foundation Trust, Manchester, UK
| | | | - Cliona Kirwan
- University Hospitals of South Manchester NHS Foundation Trust, Manchester, UK
| | - Ashu Gandhi
- University Hospitals of South Manchester NHS Foundation Trust, Manchester, UK
| | - Anne C Armstrong
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK
| | - Andrew M Wardley
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK
| | - Ciara S O'Brien
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK
| | - Gillian Farnie
- Cancer Stem Cell Research, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4QL, UK
| | - Sacha J Howell
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK
- Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4QL, UK
| | - Robert B Clarke
- Breast Biology Group, Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4QL, UK.
| |
Collapse
|
45
|
Steroid Hormone Receptor Positive Breast Cancer Patient-Derived Xenografts. Discov Oncol 2016; 8:4-15. [PMID: 27796944 DOI: 10.1007/s12672-016-0275-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Accepted: 10/14/2016] [Indexed: 12/25/2022] Open
Abstract
The vast majority of breast cancers are positive for estrogen receptor (ER) and depend on estrogens for growth. These tumors are treated with a variety of ER-targeted endocrine therapies, although eventual resistance remains a major clinical problem. Other steroid hormone receptors such as progesterone receptor (PR) and androgen receptor (AR) are emerging as additional prospective targets in breast cancer. The fundamental mechanism of action of these steroid receptors in gene regulation has been defined mainly by several breast cancer cell lines that were established in the late 1970s. More recently, breast cancer patient-derived xenografts (PDX) have been developed by multiple groups at institutions in several countries. These new models capture the large degree of heterogeneity between patients and within tumors and promise to advance our understanding of steroid hormone receptor positive breast cancer and endocrine resistance. Unfortunately, steroid hormone receptor positive breast cancers are much more difficult than their receptor negative counterparts to establish into sustainable PDX. Herein we discuss the derivation of steroid hormone receptor positive breast cancer PDX, several pitfalls in their genesis, and their utility in preclinical and translational steroid hormone receptor research.
Collapse
|
46
|
Richard E, Grellety T, Velasco V, MacGrogan G, Bonnefoi H, Iggo R. The mammary ducts create a favourable microenvironment for xenografting of luminal and molecular apocrine breast tumours. J Pathol 2016; 240:256-261. [PMID: 27447842 DOI: 10.1002/path.4772] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Revised: 07/04/2016] [Accepted: 07/12/2016] [Indexed: 01/24/2023]
Abstract
There is a paucity of models for hormone receptor-positive (HR+) breast cancer because of the difficulty of establishing xenografts from these tumours. We show that this obstacle can be overcome by injecting human tumour cells directly into the mammary ducts of immunodeficient mice. Tumours from 31 patients were infected overnight with a lentiviral vector expressing tdTomato and injected through the nipple into the mammary ducts of NOD-SCID-IL2RG-/- mice. Tumours formed in the mice in 77% of cases after the first injection (6/8 luminal A, 15/20 luminal B, and 3/3 molecular apocrine). Four luminal A and one molecular apocrine graft were tested in secondary and tertiary grafts: all were successfully passaged in secondary and 4/5 in tertiary grafts. None of the samples engrafted when injected subcutaneously. The morphology, oestrogen receptor (ER), progesterone receptor (PR), androgen receptor (AR), and Ki-67 profiles of the clinical samples were maintained in the tertiary grafts. We also show that the intraductal approach can be used to test the response to targeted therapy with fulvestrant and palbociclib, using a genetically defined ER+ model. We conclude that the mammary ducts create a microenvironment that is uniquely favourable to the survival and growth of tumours derived from mammary hormone-sensing cells. This approach opens the door to testing genomically targeted treatment of HR+ tumours in precision medicine programmes. Copyright © 2016 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
Collapse
Affiliation(s)
- Elodie Richard
- INSERM U1218, Bergonie Cancer Institute, University of Bordeaux, 33076, Bordeaux, France
| | - Thomas Grellety
- INSERM U1218, Bergonie Cancer Institute, University of Bordeaux, 33076, Bordeaux, France
| | - Valerie Velasco
- INSERM U1218, Bergonie Cancer Institute, University of Bordeaux, 33076, Bordeaux, France
| | - Gaetan MacGrogan
- INSERM U1218, Bergonie Cancer Institute, University of Bordeaux, 33076, Bordeaux, France
| | - Hervé Bonnefoi
- INSERM U1218, Bergonie Cancer Institute, University of Bordeaux, 33076, Bordeaux, France
| | - Richard Iggo
- INSERM U1218, Bergonie Cancer Institute, University of Bordeaux, 33076, Bordeaux, France.
| |
Collapse
|
47
|
Colombo PE, du Manoir S, Orsett B, Bras-Gonçalves R, Lambros MB, MacKay A, Nguyen TT, Boissière F, Pourquier D, Bibeau F, Reis-Filho JS, Theillet C. Ovarian carcinoma patient derived xenografts reproduce their tumor of origin and preserve an oligoclonal structure. Oncotarget 2016; 6:28327-40. [PMID: 26334103 PMCID: PMC4695063 DOI: 10.18632/oncotarget.5069] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2015] [Accepted: 07/02/2015] [Indexed: 12/17/2022] Open
Abstract
Advanced Epithelial Ovarian Cancer (EOC) patients frequently relapse by 24 months and develop resistant disease. Research on EOC therapies relies on cancer cell lines established decades ago making Patient Derived Xenografts (PDX) attractive models, because they are faithful representations of the original tumor. We established 35 ovarian cancer PDXs resulting from the original graft of 77 EOC samples onto immuno-compromised mice. PDXs covered the diversity of EOC histotypes and graft take was correlated with early patient death. Fourteen PDXs were characterized at the genetic and histological levels. PDXs reproduced phenotypic features of the ovarian tumors of origin and conserved the principal characteristics of the original copy number change (CNC) profiles over several passages. However, CNC fluctuations in specific subregions comparing the original tumor and the PDXs indicated the oligoclonal nature of the original tumors. Detailed analysis by CGH, FISH and exome sequencing of one case, for which several tumor nodules were sampled and grafted, revealed that PDXs globally maintained an oligoclonal structure. No overgrowth of a particular subclone present in the original tumor was observed in the PDXs. This suggested that xenotransplantation of ovarian tumors and growth as PDX preserved at least in part the clonal diversity of the original tumor. We believe our data reinforce the potential of PDX as exquisite tools in pre-clinical assays.
Collapse
Affiliation(s)
- Pierre-Emmanuel Colombo
- Department of Surgical Oncology, Institut de Cancérologie de Montpellier, Montpellier, France.,Institut de Recherche en Cancérologie de Montpellier, Université Montpellier, Montpellier, France
| | - Stanislas du Manoir
- Institut de Recherche en Cancérologie de Montpellier, Université Montpellier, Montpellier, France.,INSERM U1194, Montpellier, France
| | - Béatrice Orsett
- Institut de Recherche en Cancérologie de Montpellier, Université Montpellier, Montpellier, France.,INSERM U1194, Montpellier, France.,Institut de Cancérologie de Montpellier, Montpellier, France
| | - Rui Bras-Gonçalves
- Institut de Recherche en Cancérologie de Montpellier, Université Montpellier, Montpellier, France.,INSERM U1194, Montpellier, France.,Institut de Cancérologie de Montpellier, Montpellier, France
| | - Mario B Lambros
- Breakthrough Breast Cancer Research Centre, Institute of Cancer Research, London, UK
| | - Alan MacKay
- Breakthrough Breast Cancer Research Centre, Institute of Cancer Research, London, UK
| | - Tien-Tuan Nguyen
- Institut de Recherche en Cancérologie de Montpellier, Université Montpellier, Montpellier, France.,INSERM U1194, Montpellier, France
| | - Florence Boissière
- Unité de Recherche Translationnelle, Institut de Cancérologie de Montpellier, Montpellier, France
| | - Didier Pourquier
- Department of Pathology, Institut de Cancérologie de Montpellier, Montpellier, France
| | - Frédéric Bibeau
- Department of Pathology, Institut de Cancérologie de Montpellier, Montpellier, France
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Charles Theillet
- Institut de Recherche en Cancérologie de Montpellier, Université Montpellier, Montpellier, France.,INSERM U1194, Montpellier, France
| |
Collapse
|
48
|
Vallerand D, Massonnet G, Kébir F, Gentien D, Maciorowski Z, De la Grange P, Sigal-Zafrani B, Richardson M, Humbert S, Thuleau A, Assayag F, de Plater L, Nicolas A, Scholl S, Marangoni E, Weigand S, Roman-Roman S, Savina A, Decaudin D. Characterization of Breast Cancer Preclinical Models Reveals a Specific Pattern of Macrophage Polarization. PLoS One 2016; 11:e0157670. [PMID: 27388901 PMCID: PMC4936680 DOI: 10.1371/journal.pone.0157670] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Accepted: 06/02/2016] [Indexed: 12/23/2022] Open
Abstract
Drug discovery efforts have focused on the tumor microenvironment in recent years. However, few studies have characterized the stroma component in patient-derived xenografts (PDXs) and genetically engineered mouse models (GEMs). In this study, we characterized the stroma in various models of breast cancer tumors in mice. We performed transcriptomic and flow cytometry analyses on murine populations for a series of 25 PDXs and the two most commonly used GEMs (MMTV-PyMT and MMTV-erBb2). We sorted macrophages from five models. We then profiled gene expression in these cells, which were also subjected to flow cytometry for phenotypic characterization. Hematopoietic cell composition, mostly macrophages and granulocytes, differed between tumors. Macrophages had a specific polarization phenotype related to their M1/M2 classification and associated with the expression of genes involved in the recruitment, invasion and metastasis processes. The heterogeneity of the stroma component of the models studied suggests that tumor cells modify their microenvironment to satisfy their needs. Our observations suggest that such models are of relevance for preclinical studies.
Collapse
Affiliation(s)
- David Vallerand
- Translational Research Department, Laboratory of Preclinical Investigation, Institut Curie, PSL University, Paris, France
- Institut Roche, Boulogne-Billancourt, France
| | - Gérald Massonnet
- Translational Research Department, Laboratory of Preclinical Investigation, Institut Curie, PSL University, Paris, France
| | - Fatima Kébir
- Department of Pathology, Institut Curie, Paris, France
| | - David Gentien
- Platform of Molecular Biology Facilities, Institut Curie, PSL University, Paris, France
| | - Zofia Maciorowski
- Flow Cytometry Core Facility, Institut Curie, PSL University, Paris, France
| | | | - Brigitte Sigal-Zafrani
- Department of Pathology, Institut Curie, Paris, France
- Inserm, U830, Institut Curie, PSL University, Paris, France
| | | | - Sandrine Humbert
- CNRS UMR3306, INSERM U1005, Institut Curie, PSL University, Orsay, France
| | - Aurélie Thuleau
- Translational Research Department, Laboratory of Preclinical Investigation, Institut Curie, PSL University, Paris, France
| | - Franck Assayag
- Translational Research Department, Laboratory of Preclinical Investigation, Institut Curie, PSL University, Paris, France
| | - Ludmilla de Plater
- Translational Research Department, Laboratory of Preclinical Investigation, Institut Curie, PSL University, Paris, France
| | - André Nicolas
- Department of Pathology, Institut Curie, Paris, France
| | - Suzy Scholl
- Department of Medical Oncology, Institut Curie, Institut Curie, Paris, France
| | - Elisabetta Marangoni
- Translational Research Department, Laboratory of Preclinical Investigation, Institut Curie, PSL University, Paris, France
| | | | - Sergio Roman-Roman
- Translational Research Department, Institut Curie, PSL University, Paris, France
| | | | - Didier Decaudin
- Translational Research Department, Laboratory of Preclinical Investigation, Institut Curie, PSL University, Paris, France
- Department of Medical Oncology, Institut Curie, Institut Curie, Paris, France
- Translational Research Department, Institut Curie, PSL University, Paris, France
- * E-mail:
| |
Collapse
|
49
|
Sflomos G, Dormoy V, Metsalu T, Jeitziner R, Battista L, Scabia V, Raffoul W, Delaloye JF, Treboux A, Fiche M, Vilo J, Ayyanan A, Brisken C. A Preclinical Model for ERα-Positive Breast Cancer Points to the Epithelial Microenvironment as Determinant of Luminal Phenotype and Hormone Response. Cancer Cell 2016; 29:407-422. [PMID: 26947176 DOI: 10.1016/j.ccell.2016.02.002] [Citation(s) in RCA: 153] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Revised: 11/16/2015] [Accepted: 02/08/2016] [Indexed: 01/04/2023]
Abstract
Seventy-five percent of breast cancers are estrogen receptor α positive (ER⁺). Research on these tumors is hampered by lack of adequate in vivo models; cell line xenografts require non-physiological hormone supplements, and patient-derived xenografts (PDXs) are hard to establish. We show that the traditional grafting of ER⁺ tumor cells into mammary fat pads induces TGFβ/SLUG signaling and basal differentiation when they require low SLUG levels to grow in vivo. Grafting into the milk ducts suppresses SLUG; ER⁺ tumor cells develop, like their clinical counterparts, in the presence of physiological hormone levels. Intraductal ER⁺ PDXs are retransplantable, predictive, and appear genomically stable. The model provides opportunities for translational research and the study of physiologically relevant hormone action in breast carcinogenesis.
Collapse
Affiliation(s)
- George Sflomos
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole polytechnique fédérale de Lausanne (EPFL), SV2.832 Station 19, 1015 Lausanne, Switzerland
| | - Valerian Dormoy
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole polytechnique fédérale de Lausanne (EPFL), SV2.832 Station 19, 1015 Lausanne, Switzerland
| | - Tauno Metsalu
- Institute of Computer Science, University of Tartu, Liivi 2, Tartu 50409, Estonia
| | - Rachel Jeitziner
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole polytechnique fédérale de Lausanne (EPFL), SV2.832 Station 19, 1015 Lausanne, Switzerland
| | - Laura Battista
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole polytechnique fédérale de Lausanne (EPFL), SV2.832 Station 19, 1015 Lausanne, Switzerland
| | - Valentina Scabia
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole polytechnique fédérale de Lausanne (EPFL), SV2.832 Station 19, 1015 Lausanne, Switzerland
| | - Wassim Raffoul
- Lausanne University Hospital, 1011 Lausanne, Switzerland
| | | | - Assya Treboux
- Lausanne University Hospital, 1011 Lausanne, Switzerland
| | - Maryse Fiche
- Lausanne University Hospital, 1011 Lausanne, Switzerland
| | - Jaak Vilo
- Institute of Computer Science, University of Tartu, Liivi 2, Tartu 50409, Estonia
| | - Ayyakkannu Ayyanan
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole polytechnique fédérale de Lausanne (EPFL), SV2.832 Station 19, 1015 Lausanne, Switzerland
| | - Cathrin Brisken
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole polytechnique fédérale de Lausanne (EPFL), SV2.832 Station 19, 1015 Lausanne, Switzerland.
| |
Collapse
|
50
|
Esber N, Cherbonnier C, Resche-Rigon M, Hamze A, Alami M, Fagart J, Loosfelt H, Lombès M, Chabbert-Buffet N. Anti-Tumoral Effects of Anti-Progestins in a Patient-Derived Breast Cancer Xenograft Model. Discov Oncol 2016; 7:137-47. [DOI: 10.1007/s12672-016-0255-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2015] [Accepted: 02/05/2016] [Indexed: 12/27/2022] Open
|