1
|
Pierobon M, Robert NJ, Northfelt DW, Jahanzeb M, Wong S, Hodge KA, Baldelli E, Aldrich J, Craig DW, Liotta LA, Avramovic S, Wojtusiak J, Alemi F, Wulfkuhle JD, Bellos A, Gallagher RI, Arguello D, Conrad A, Kemkes A, Loesch DM, Vocila L, Dunetz B, Carpten JD, Petricoin EF, Anthony SP. Multi-omic molecular profiling guide's efficacious treatment selection in refractory metastatic breast cancer: a prospective phase II clinical trial. Mol Oncol 2021; 16:104-115. [PMID: 34437759 PMCID: PMC8732340 DOI: 10.1002/1878-0261.13091] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 07/30/2021] [Accepted: 08/25/2021] [Indexed: 11/22/2022] Open
Abstract
This prospective phase II clinical trial (Side Out 2) explored the clinical benefits of treatment selection informed by multi‐omic molecular profiling (MoMP) in refractory metastatic breast cancers (MBCs). Core needle biopsies were collected from 32 patients with MBC at trial enrollment. Patients had received an average of 3.94 previous lines of treatment in the metastatic setting before enrollment in this study. Samples underwent MoMP, including exome sequencing, RNA sequencing (RNA‐Seq), immunohistochemistry, and quantitative protein pathway activation mapping by Reverse Phase Protein Microarray (RPPA). Clinical benefit was assessed using the previously published growth modulation index (GMI) under the hypothesis that MoMP‐selected therapy would warrant further investigation for GMI ≥ 1.3 in ≥ 35% of the patients. Of the 32 patients enrolled, 29 received treatment based on their MoMP and 25 met the follow‐up criteria established by the trial protocol. Molecular information was delivered to the tumor board in a median time frame of 14 days (11–22 days), and targetable alterations for commercially available agents were found in 23/25 patients (92%). Of the 25 patients, 14 (56%) reached GMI ≥ 1.3. A high level of DNA topoisomerase I (TOPO1) led to the selection of irinotecan‐based treatments in 48% (12/25) of the patients. A pooled analysis suggested clinical benefit in patients with high TOPO1 expression receiving irinotecan‐based regimens (GMI ≥ 1.3 in 66.7% of cases). These results confirmed previous observations that MoMP increases the frequency of identifiable actionable alterations (92% of patients). The MoMP proposed allows the identification of biomarkers that are frequently expressed in MBCs and the evaluation of their role as predictors of response to commercially available agents. Lastly, this study confirmed the role of MoMP for informing treatment selection in refractory MBC patients: more than half of the enrolled patients reached a GMI ≥ 1.3 even after multiple lines of previous therapies for metastatic disease.
Collapse
Affiliation(s)
| | | | | | - Mohammad Jahanzeb
- A Division of 21st Century Oncology, Florida Precision Oncology, Raton, FL, USA
| | - Shukmei Wong
- Translational Genomics Research Institute, Phoenix, AZ, USA
| | | | | | | | - David W Craig
- Translational Genomics Research Institute, Phoenix, AZ, USA
| | | | - Sanja Avramovic
- Department of Health Administration and Policy, George Mason University, Fairfax, VA, USA
| | - Janusz Wojtusiak
- Department of Health Administration and Policy, George Mason University, Fairfax, VA, USA
| | - Farrokh Alemi
- Department of Health Administration and Policy, George Mason University, Fairfax, VA, USA
| | | | | | | | | | | | | | | | - Linda Vocila
- Translational Drug Development (TD2), Scottsdale, AZ, USA
| | | | - John D Carpten
- Translational Genomics Research Institute, Phoenix, AZ, USA
| | | | | |
Collapse
|
2
|
Ata FK, Yalcin S. The Cisplatin, 5-fluorouracil, Irinotecan, and Gemcitabine Treatment in Resistant 2D and 3D Model Triple Negative Breast Cancer Cell Line: ABCG2 Expression Data. Anticancer Agents Med Chem 2021; 22:371-377. [PMID: 34315389 DOI: 10.2174/1871520621666210727105431] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 05/04/2021] [Accepted: 06/14/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Chemotherapeutics have been commonly used in cancer treatment. OBJECTIVE In this study, the effects of Cisplatin, 5-fluorouracil, Irinotecan, and Gemcitabine have been evaluated on two-dimensional (2D) (sensitive and resistance) cell lines and three dimensional (3D) spheroid structure of MDA-MB-231. The 2D cell culture lacks a natural tissue-like structural so, using 3D cell culture has an important role in the development of effective drug testing models. Furthermore, we analyzed the ATP Binding Cassette Subfamily G Member 2 (ABCG2) gene and protein expression profile in this study. We aimed to establish a 3D breast cancer model that can mimic the in vivo 3D breast cancer microenvironment. METHODS The 3D spheroid structures were multiplied (globally) using the three-dimensional hanging drop method. The cultures of the parental cell line MDA-MB-231 served as the controls. After adding the drugs in different amounts we observed a clear and well-differentiated spheroid formation for 24 h. The viability and proliferation capacity of 2D (sensitive and resistant) cell lines and 3D spheroid cell treatment were assessed by the XTT assay. RESULTS Cisplatin, Irinotecan, 5-Fu, and Gemcitabine-resistant MDA-MB-231 cells were observed to begin to disintegrate in a three-dimensional clustered structure at 24 hours. Additionally, RT-PCR and protein assay showed overexpression of ABCG2 when compared to the parental cell line. Moreover, MDA-MB-231 cells grown in 3D showed decreased sensitivity to chemotherapeutics treatment. CONCLUSION More resistance to chemotherapeutics and altered gene expression profile was shown in 3D cell cultures when compared with the 2D cells. These results might play an important role to evaluate the efficacy of anticancer drugs, explore mechanisms of MDR in the 3D spheroid forms.
Collapse
Affiliation(s)
- Fatma Kubra Ata
- Department of Genetics and Bioengineering, Kırsehir Ahi Evran University, TR-40100, Turkey
| | - Serap Yalcin
- Department of Molecular Biology and Genetics, Kırsehir Ahi Evran University, TR-40100 , Turkey
| |
Collapse
|
3
|
Abstract
The association of leishmaniasis and malignancies in human and animal models has been highlighted in recent years. The misdiagnosis of coexistence of leishmaniasis and cancer and the use of common drugs in the treatment of such diseases prompt us to further survey the molecular biology of Leishmania parasites and cancer cells. The information regarding common expressed proteins, as possible therapeutic targets, in Leishmania parasites and cancer cells is scarce. Therefore, the current study reviews proteins, and investigates the regulation and functions of several key proteins in Leishmania parasites and cancer cells. The up- and down-regulations of such proteins were mostly related to survival, development, pathogenicity, metabolic pathways and vital signalling in Leishmania parasites and cancer cells. The presence of common expressed proteins in Leishmania parasites and cancer cells reveals valuable information regarding the possible shared mechanisms of pathogenicity and opportunities for therapeutic targeting in leishmaniasis and cancers in the future.
Collapse
|
4
|
|
5
|
Tesauro C, Simonsen AK, Andersen MB, Petersen KW, Kristoffersen EL, Algreen L, Hansen NY, Andersen AB, Jakobsen AK, Stougaard M, Gromov P, Knudsen BR, Gromova I. Topoisomerase I activity and sensitivity to camptothecin in breast cancer-derived cells: a comparative study. BMC Cancer 2019; 19:1158. [PMID: 31783818 PMCID: PMC6884793 DOI: 10.1186/s12885-019-6371-0] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Accepted: 11/18/2019] [Indexed: 12/30/2022] Open
Abstract
Background Camptothecin (CPT) and its derivatives are currently used as second- or third-line treatment for patients with endocrine-resistant breast cancer (BC). These drugs convert nuclear enzyme DNA topoisomerase I (TOP1) to a cell poison with the potential to damage DNA by increasing the half-life of TOP1-DNA cleavage complexes (TOP1cc), ultimately resulting in cell death. In small and non-randomized trials for BC, researchers have observed extensive variation in CPT response rates, ranging from 14 to 64%. This variability may be due to the absence of reliable selective parameters for patient stratification. BC cell lines may serve as feasible models for generation of functional criteria that may be used to predict drug sensitivity for patient stratification and, thus, lead to more appropriate applications of CPT in clinical trials. However, no study published to date has included a comparison of multiple relevant parameters and CPT response across cell lines corresponding to specific BC subtypes. Method We evaluated the levels and possible associations of seven parameters including the status of the TOP1 gene (i.e. amplification), TOP1 protein expression level, TOP1 activity and CPT susceptibility, activity of the tyrosyl-DNA phosphodiesterase 1 (TDP1), the cellular CPT response and the cellular growth rate across a representative panel of BC cell lines, which exemplifies three major BC subtypes: Luminal, HER2 and TNBC. Results In all BC cell lines analyzed (without regard to subtype classification), we observed a significant overall correlation between growth rate and CPT response. In cell lines derived from Luminal and HER2 subtypes, we observed a correlation between TOP1 gene copy number, TOP1 activity, and CPT response, although the data were too limited for statistical analyses. In cell lines representing Luminal and TNBC subtypes, we observed a direct correlation between TOP1 protein abundancy and levels of enzymatic activity. In all three subtypes (Luminal, HER2, and TNBC), TOP1 exhibits approximately the same susceptibility to CPT. Of the three subtypes examined, the TNBC-like cell lines exhibited the highest CPT sensitivity and were characterized by the fastest growth rate. This indicates that breast tumors belonging to the TNBC subtype, may benefit from treatment with CPT derivatives. Conclusion TOP1 activity is not a marker for CPT sensitivity in breast cancer.
Collapse
Affiliation(s)
- Cinzia Tesauro
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | - Anne Katrine Simonsen
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark.,Present Address: Department of Biology, Copenhagen University, Copenhagen, Denmark
| | - Marie Bech Andersen
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | | | - Emil Laust Kristoffersen
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark.,Present Address: MRC Laboratory of Molecular Biology, Cambridge, UK
| | - Line Algreen
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | | | - Anne Bech Andersen
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | | | - Magnus Stougaard
- Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
| | - Pavel Gromov
- Genome Integrity Unit, Breast Cancer Biology Group, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Birgitta R Knudsen
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark.
| | - Irina Gromova
- Genome Integrity Unit, Breast Cancer Biology Group, Danish Cancer Society Research Center, Copenhagen, Denmark.
| |
Collapse
|
6
|
Kim Y, Bismeijer T, Zwart W, Wessels LFA, Vis DJ. Genomic data integration by WON-PARAFAC identifies interpretable factors for predicting drug-sensitivity in vivo. Nat Commun 2019; 10:5034. [PMID: 31695042 PMCID: PMC6834616 DOI: 10.1038/s41467-019-13027-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 10/10/2019] [Indexed: 01/20/2023] Open
Abstract
Integrative analyses that summarize and link molecular data to treatment sensitivity are crucial to capture the biological complexity which is essential to further precision medicine. We introduce Weighted Orthogonal Nonnegative parallel factor analysis (WON-PARAFAC), a data integration method that identifies sparse and interpretable factors. WON-PARAFAC summarizes the GDSC1000 cell line compendium in 130 factors. We interpret the factors based on their association with recurrent molecular alterations, pathway enrichment, cancer type, and drug-response. Crucially, the cell line derived factors capture the majority of the relevant biological variation in Patient-Derived Xenograft (PDX) models, strongly suggesting our factors capture invariant and generalizable aspects of cancer biology. Furthermore, drug response in cell lines is better and more consistently translated to PDXs using factor-based predictors as compared to raw feature-based predictors. WON-PARAFAC efficiently summarizes and integrates multiway high-dimensional genomic data and enhances translatability of drug response prediction from cell lines to patient-derived xenografts.
Collapse
Affiliation(s)
- Yongsoo Kim
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands.,Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands.,Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands
| | - Tycho Bismeijer
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Wilbert Zwart
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands. .,Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands.
| | - Lodewyk F A Wessels
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands. .,Faculty of EEMCS, Delft University of Technology, Delft, The Netherlands.
| | - Daniel J Vis
- Division of Molecular Carcinogenesis, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
| |
Collapse
|
7
|
Zhang P, Yin J, Yuan L, Wang Q, Du X, Dong R, Wang C, Bai Q, Ji L, Zhang G, Lu J. MicroRNA-139 suppresses hepatocellular carcinoma cell proliferation and migration by directly targeting Topoisomerase I. Oncol Lett 2019; 17:1903-1913. [PMID: 30675254 DOI: 10.3892/ol.2018.9746] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Accepted: 02/01/2018] [Indexed: 12/21/2022] Open
Abstract
microRNAs (miRNAs) have been determined to be associated with cancer progression and metastasis. Mir-139 is located on 11q13.4 and exhibits anti-oncogenic and anti-metastatic activity in human cancers. It is downregulated in various malignant tumor types. In the present study, the potential functions and targets of miR-139 in hepatocellular carcinoma (HCC) were explored. Using a combinational analysis of four miRNA target prediction tools and biological experiments, it was determined that Topoisomerase I (TOP1) is a direct target of miR-139 in HCC. Several traditional topoisomerase inhibitors have demonstrated anticancer activity, but their side effects outnumbered their anticancer potential. The present study determined that overexpression of miR-139 significantly inhibits HCC cell proliferation (P<0.05) and migration (P<0.05), which is largely due to TOP1 downregulation. The present study indicated that miR-139 exerts a tumor-suppressive effect during hepatocarcinogenesis via the suppression of expression of TOP1; therefore, miR-139 is a promising target for the treatment of HCC.
Collapse
Affiliation(s)
- Pengfei Zhang
- Department of General Surgery, Tangdu Hospital of The Fourth Military Medical University, Xi'an, Shaanxi 710038, P.R. China
| | - Jikai Yin
- Department of General Surgery, Tangdu Hospital of The Fourth Military Medical University, Xi'an, Shaanxi 710038, P.R. China
| | - Lijuan Yuan
- Department of General Surgery, Tangdu Hospital of The Fourth Military Medical University, Xi'an, Shaanxi 710038, P.R. China
| | - Qing Wang
- Department of General Surgery, Tangdu Hospital of The Fourth Military Medical University, Xi'an, Shaanxi 710038, P.R. China
| | - Xilin Du
- Department of General Surgery, Tangdu Hospital of The Fourth Military Medical University, Xi'an, Shaanxi 710038, P.R. China
| | - Rui Dong
- Department of General Surgery, Tangdu Hospital of The Fourth Military Medical University, Xi'an, Shaanxi 710038, P.R. China
| | - Chengguo Wang
- Department of General Surgery, Tangdu Hospital of The Fourth Military Medical University, Xi'an, Shaanxi 710038, P.R. China
| | - Qiangshan Bai
- Department of General Surgery, Tangdu Hospital of The Fourth Military Medical University, Xi'an, Shaanxi 710038, P.R. China
| | - Ling Ji
- Department of Orthopedics, Tangdu Hospital of The Fourth Military Medical University, Xi'an, Shaanxi 710038, P.R. China
| | - Guizhi Zhang
- Department of Liver Disease, The Third People's Hospital, Linfen, Shanxi 041000, P.R. China
| | - Jianguo Lu
- Department of General Surgery, Tangdu Hospital of The Fourth Military Medical University, Xi'an, Shaanxi 710038, P.R. China
| |
Collapse
|
8
|
Expression Patterns of Biomarkers in Primary Tumors and Corresponding Metastases in Breast Cancer. Appl Immunohistochem Mol Morphol 2018; 26:13-19. [PMID: 27753656 DOI: 10.1097/pai.0000000000000380] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Tumor heterogeneity has been shown for several cancers including breast cancer (BC). Despite the fact that expression of tumor markers may change throughout the metastatic process, rebiopsies at the time of recurrence are still not performed routinely at all institutions. The aims of the study were to evaluate changes in biomarker profiles during the metastatic process and to investigate whether previous anthracycline or endocrine therapy given in the adjuvant setting could affect the biomarker profile in metastatic lesions. We investigated the expression pattern of ER, HER2, TOP2a, TOP1, p53, Bcl-2, and Ki-67 in 110 paired samples of primary BC and corresponding asynchronous metastases. We found discordant expressions in primary tumor and metastasis for all biomarkers, although only significant for Ki-67. Changes in the expression profile of the metastatic lesions would have altered treatment decisions in 14% of patients. We found no effect of previous anthracycline or endocrine therapy on the expression profiles. Our data confirm that discordant expressions of biomarkers are common in BC and often carry therapeutic consequences. This emphasizes the need for biopsies from metastatic lesions, even in cases where the localization of the metastatic process is not easily accessible.
Collapse
|
9
|
Jandu H, Aluzaite K, Fogh L, Thrane SW, Noer JB, Proszek J, Do KN, Hansen SN, Damsgaard B, Nielsen SL, Stougaard M, Knudsen BR, Moreira J, Hamerlik P, Gajjar M, Smid M, Martens J, Foekens J, Pommier Y, Brünner N, Schrohl AS, Stenvang J. Molecular characterization of irinotecan (SN-38) resistant human breast cancer cell lines. BMC Cancer 2016; 16:34. [PMID: 26801902 PMCID: PMC4722663 DOI: 10.1186/s12885-016-2071-1] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2015] [Accepted: 01/18/2016] [Indexed: 01/04/2023] Open
Abstract
Background Studies in taxane and/or anthracycline refractory metastatic breast cancer (mBC) patients have shown approximately 30 % response rates to irinotecan. Hence, a significant number of patients will experience irinotecan-induced side effects without obtaining any benefit. The aim of this study was to lay the groundwork for development of predictive biomarkers for irinotecan treatment in BC. Methods We established BC cell lines with acquired or de novo resistance to SN-38, by exposing the human BC cell lines MCF-7 and MDA-MB-231 to either stepwise increasing concentrations over 6 months or an initial high dose of SN-38 (the active metabolite of irinotecan), respectively. The resistant cell lines were analyzed for cross-resistance to other anti-cancer drugs, global gene expression, growth rates, TOP1 and TOP2A gene copy numbers and protein expression, and inhibition of the breast cancer resistance protein (ABCG2/BCRP) drug efflux pump. Results We found that the resistant cell lines showed 7–100 fold increased resistance to SN-38 but remained sensitive to docetaxel and the non-camptothecin Top1 inhibitor LMP400. The resistant cell lines were characterized by Top1 down-regulation, changed isoelectric points of Top1 and reduced growth rates. The gene and protein expression of ABCG2/BCRP was up-regulated in the resistant sub-lines and functional assays revealed BCRP as a key mediator of SN-38 resistance. Conclusions Based on our preclinical results, we suggest analyzing the predictive value of the BCRP in breast cancer patients scheduled for irinotecan treatment. Moreover, LMP400 should be tested in a clinical setting in breast cancer patients with resistance to irinotecan. Electronic supplementary material The online version of this article (doi:10.1186/s12885-016-2071-1) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Haatisha Jandu
- Faculty of Health and Medical Sciences, Department of Veterinary Disease Biology, Section for Molecular Disease Biology and Sino-Danish Breast Cancer Research Centre, University of Copenhagen, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| | - Kristina Aluzaite
- Faculty of Health and Medical Sciences, Department of Veterinary Disease Biology, Section for Molecular Disease Biology and Sino-Danish Breast Cancer Research Centre, University of Copenhagen, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| | - Louise Fogh
- Faculty of Health and Medical Sciences, Department of Veterinary Disease Biology, Section for Molecular Disease Biology and Sino-Danish Breast Cancer Research Centre, University of Copenhagen, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| | - Sebastian Wingaard Thrane
- Faculty of Health and Medical Sciences, Department of Veterinary Disease Biology, Section for Molecular Disease Biology and Sino-Danish Breast Cancer Research Centre, University of Copenhagen, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| | - Julie B Noer
- Faculty of Health and Medical Sciences, Department of Veterinary Disease Biology, Section for Molecular Disease Biology and Sino-Danish Breast Cancer Research Centre, University of Copenhagen, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| | - Joanna Proszek
- Department of Pathology, Aarhus University Hospital, Noerrebrogade 44, building 18B, 8000, Aarhus C, Denmark.
| | - Khoa Nguyen Do
- DTU Multiassay Core (DMAC), Technical University of Denmark, Kemitorvet Building 208, DK-2800, Lyngby, Denmark.
| | - Stine Ninel Hansen
- Faculty of Health and Medical Sciences, Department of Veterinary Disease Biology, Section for Molecular Disease Biology and Sino-Danish Breast Cancer Research Centre, University of Copenhagen, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| | - Britt Damsgaard
- Faculty of Health and Medical Sciences, Department of Veterinary Disease Biology, Section for Molecular Disease Biology and Sino-Danish Breast Cancer Research Centre, University of Copenhagen, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| | - Signe Lykke Nielsen
- Faculty of Health and Medical Sciences, Department of Veterinary Disease Biology, Section for Molecular Disease Biology and Sino-Danish Breast Cancer Research Centre, University of Copenhagen, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| | - Magnus Stougaard
- Department of Pathology, Aarhus University Hospital, Noerrebrogade 44, building 18B, 8000, Aarhus C, Denmark.
| | - Birgitta R Knudsen
- Department of Molecular Biology and Genetics, Aarhus University, C.F. Møllers Allé 3, 8000, Aarhus C, Denmark.
| | - José Moreira
- Faculty of Health and Medical Sciences, Department of Veterinary Disease Biology, Section for Molecular Disease Biology and Sino-Danish Breast Cancer Research Centre, University of Copenhagen, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| | - Petra Hamerlik
- Brain Tumor Biology, Danish Cancer Society Research Center, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| | - Madhavsai Gajjar
- Brain Tumor Biology, Danish Cancer Society Research Center, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| | - Marcel Smid
- Erasmus MC Cancer Institute, Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC, Rotterdam, The Netherlands.
| | - John Martens
- Erasmus MC Cancer Institute, Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC, Rotterdam, The Netherlands.
| | - John Foekens
- Erasmus MC Cancer Institute, Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC, Rotterdam, The Netherlands.
| | - Yves Pommier
- National Institutes of Health, National Cancer Institute, Center for Cancer Research, Developmental Therapeutics Branch and Laboratory of Molecular, Pharmacology, 37 Convent Drive, Building 37, Room 5068, Bethesda, MD, 20892-4255, USA.
| | - Nils Brünner
- Faculty of Health and Medical Sciences, Department of Veterinary Disease Biology, Section for Molecular Disease Biology and Sino-Danish Breast Cancer Research Centre, University of Copenhagen, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| | - Anne-Sofie Schrohl
- Faculty of Health and Medical Sciences, Department of Veterinary Disease Biology, Section for Molecular Disease Biology and Sino-Danish Breast Cancer Research Centre, University of Copenhagen, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| | - Jan Stenvang
- Faculty of Health and Medical Sciences, Department of Veterinary Disease Biology, Section for Molecular Disease Biology and Sino-Danish Breast Cancer Research Centre, University of Copenhagen, Strandboulevarden 49, DK-2100, Copenhagen, Denmark.
| |
Collapse
|