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Dawood M, Vu QD, Young LS, Branson K, Jones L, Rajpoot N, Minhas FUAA. Cancer drug sensitivity prediction from routine histology images. NPJ Precis Oncol 2024; 8:5. [PMID: 38184744 PMCID: PMC10771481 DOI: 10.1038/s41698-023-00491-9] [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: 08/11/2023] [Accepted: 12/08/2023] [Indexed: 01/08/2024] Open
Abstract
Drug sensitivity prediction models can aid in personalising cancer therapy, biomarker discovery, and drug design. Such models require survival data from randomised controlled trials which can be time consuming and expensive. In this proof-of-concept study, we demonstrate for the first time that deep learning can link histological patterns in whole slide images (WSIs) of Haematoxylin & Eosin (H&E) stained breast cancer sections with drug sensitivities inferred from cell lines. We employ patient-wise drug sensitivities imputed from gene expression-based mapping of drug effects on cancer cell lines to train a deep learning model that predicts patients' sensitivity to multiple drugs from WSIs. We show that it is possible to use routine WSIs to predict the drug sensitivity profile of a cancer patient for a number of approved and experimental drugs. We also show that the proposed approach can identify cellular and histological patterns associated with drug sensitivity profiles of cancer patients.
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Affiliation(s)
- Muhammad Dawood
- Tissue Image Analytics Centre, University of Warwick, Coventry, UK.
| | - Quoc Dang Vu
- Tissue Image Analytics Centre, University of Warwick, Coventry, UK
| | - Lawrence S Young
- Warwick Medical School, University of Warwick, Coventry, UK
- Cancer Research Centre, University of Warwick, Coventry, UK
| | - Kim Branson
- Artificial Intelligence & Machine Learning, GlaxoSmithKline, San Francisco, CA, USA
| | - Louise Jones
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Nasir Rajpoot
- Tissue Image Analytics Centre, University of Warwick, Coventry, UK
- Cancer Research Centre, University of Warwick, Coventry, UK
- The Alan Turing Institute, London, UK
| | - Fayyaz Ul Amir Afsar Minhas
- Tissue Image Analytics Centre, University of Warwick, Coventry, UK
- Cancer Research Centre, University of Warwick, Coventry, UK
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2
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Barakat AM, El Fadaly HAM, Selem RF, Madboli AENA, Abd El-Razik KA, Hassan EA, Alghamdi AH, Elmahallawy EK. Tamoxifen Increased Parasite Burden and Induced a Series of Histopathological and Immunohistochemical Changes During Chronic Toxoplasmosis in Experimentally Infected Mice. Front Microbiol 2022; 13:902855. [PMID: 35707167 PMCID: PMC9189418 DOI: 10.3389/fmicb.2022.902855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 04/19/2022] [Indexed: 11/13/2022] Open
Abstract
The global distribution of breast cancer and the opportunistic nature of the parasite have resulted in many patients with breast cancer becoming infected with toxoplasmosis. However, very limited information is available about the potential effects of tamoxifen on chronic toxoplasmosis and its contribution to the reactivation of the latent infection. The present study investigated the potential effects of tamoxifen on chronic toxoplasmosis in animal models (Swiss albino mice). Following induction of chronic toxoplasmosis and treatment with the drug for 14 and 28 days, the anti-parasitic effects of tamoxifen were evaluated by parasitological assessment and counting of Toxoplasma cysts. In addition, the effects of the drug on the parasite load were evaluated and quantitated using TaqMan real-time quantitative PCR followed by investigation of the major histopathological changes and immunohistochemical findings. Interestingly, tamoxifen increased the parasite burden on animals treated with the drug during 14 and 28 days as compared with the control group. The quantification of the DNA concentrations of Toxoplasma P29 gene after the treatment with the drug revealed a higher parasite load in both treated groups vs. control groups. Furthermore, treatment with tamoxifen induced a series of histopathological and immunohistochemical changes in the kidney, liver, brain, and uterus, revealing the exacerbating effect of tamoxifen against chronic toxoplasmosis. These changes were represented by the presence of multiple T. gondii tissue cysts in the lumen of proximal convoluted tubules associated with complete necrosis in their lining epithelium of the kidney section. Meanwhile, liver tissue revealed multiple T. gondii tissue cysts in hepatic parenchyma which altered the structure of hepatocytes. Moreover, clusters of intracellular tachyzoites were observed in the lining epithelium of endometrium associated with severe endometrial necrosis and appeared as diffuse nuclear pyknosis combined with sever mononuclear cellular infiltration. Brain tissues experienced the presence of hemorrhages in pia mater and multiple T. gondii tissue cysts in brain tissue. The severity of the lesions was maximized by increasing the duration of treatment. Collectively, the study concluded novel findings in relation to the potential role of tamoxifen during chronic toxoplasmosis. These findings are very important for combating the disease, particularly in immunocompromised patients which could be life-threatening.
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Affiliation(s)
- Ashraf Mohamed Barakat
- Department of Zoonotic Diseases, Veterinary Research Institute, National Research Centre, Giza, Egypt
- *Correspondence: Ashraf Mohamed Barakat,
| | | | - Rabab Fawzy Selem
- Department of Parasitology, Faculty of Medicine, Benha University, Benha, Egypt
| | - Abd El-Nasser A. Madboli
- Department of Animal Reproduction, Veterinary Research Institute, National Research Centre, Giza, Egypt
| | - Khaled A. Abd El-Razik
- Department of Animal Reproduction, Veterinary Research Institute, National Research Centre, Giza, Egypt
| | - Ehssan Ahmed Hassan
- Department of Biology, College of Science and Humanities, Prince Sattam bin Abdul Aziz University, Alkharj, Saudi Arabia
- Department of Zoology, Faculty of Science, Suez Canal University, Ismailia, Egypt
| | - Ali H. Alghamdi
- Department of Biology, Faculty of Science, Albaha University, Alaqiq, Saudi Arabia
| | - Ehab Kotb Elmahallawy
- Department of Zoonoses, Faculty of Veterinary Medicine, Sohag University, Sohag, Egypt
- Ehab Kotb Elmahallawy,
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3
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Abreu de Oliveira WA, El Laithy Y, Bruna A, Annibali D, Lluis F. Wnt Signaling in the Breast: From Development to Disease. Front Cell Dev Biol 2022; 10:884467. [PMID: 35663403 PMCID: PMC9157790 DOI: 10.3389/fcell.2022.884467] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 04/22/2022] [Indexed: 12/11/2022] Open
Abstract
The Wnt cascade is a primordial developmental signaling pathway that plays a myriad of essential functions throughout development and adult homeostasis in virtually all animal species. Aberrant Wnt activity is implicated in embryonic and tissue morphogenesis defects, and several diseases, most notably cancer. The role of Wnt signaling in mammary gland development and breast cancer initiation, maintenance, and progression is far from being completely understood and is rather shrouded in controversy. In this review, we dissect the fundamental role of Wnt signaling in mammary gland development and adult homeostasis and explore how defects in its tightly regulated and intricated molecular network are interlinked with cancer, with a focus on the breast.
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Affiliation(s)
- Willy Antoni Abreu de Oliveira
- Department of Development and Regeneration, Stem Cell Institute, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
- *Correspondence: Willy Antoni Abreu de Oliveira, ; Frederic Lluis,
| | - Youssef El Laithy
- Department of Development and Regeneration, Stem Cell Institute, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Alejandra Bruna
- Centre for Paediatric Oncology Experimental Medicine, Centre for Cancer Evolution, Molecular Pathology Division, London, United Kingdom
| | - Daniela Annibali
- Department of Oncology, Gynecological Oncology Laboratory, Leuven Cancer Institute (LKI), KU Leuven, Leuven, Belgium
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Frederic Lluis
- Department of Development and Regeneration, Stem Cell Institute, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
- *Correspondence: Willy Antoni Abreu de Oliveira, ; Frederic Lluis,
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4
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Yap KM, Sekar M, Wu YS, Gan SH, Rani NNIM, Seow LJ, Subramaniyan V, Fuloria NK, Fuloria S, Lum PT. Hesperidin and its aglycone hesperetin in breast cancer therapy: A review of recent developments and future prospects. Saudi J Biol Sci 2021; 28:6730-6747. [PMID: 34866972 PMCID: PMC8626310 DOI: 10.1016/j.sjbs.2021.07.046] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 07/11/2021] [Accepted: 07/14/2021] [Indexed: 01/05/2023] Open
Abstract
Breast cancer (BC) has high incidence and mortality rates, making it a major global health issue. BC treatment has been challenging due to the presence of drug resistance and the limited availability of therapeutic options for triple-negative and metastatic BC, thereby urging the exploration of more effective anti-cancer agents. Hesperidin and its aglycone hesperetin, two flavonoids from citrus species, have been extensively evaluated for their anti-cancer potentials. In this review, available literatures on the chemotherapeutic and chemosensitising activities of hesperidin and hesperetin in preclinical BC models are reported. The safety and bioavailability of hesperidin and hesperetin as well as the strategies to enhance their bioavailability are also discussed. Overall, hesperidin and hesperetin can inhibit cell proliferation, migration and BC stem cells as well as induce apoptosis and cell cycle arrest in vitro. They can also inhibit tumour growth, metastasis and neoplastic changes in tissue architecture in vivo. Moreover, the co-administration of hesperidin or hesperetin with doxorubicin, letrozole or tamoxifen can enhance the efficacies of these clinically available agents. These chemotherapeutic and chemosensitising activities of hesperidin and hesperetin have been linked to several mechanisms, including the modulation of signalling pathways, glucose uptake, enzymes, miRNA expression, oxidative status, cell cycle regulatory proteins, tumour suppressor p53, plasma and liver lipid profiles as well as DNA repair mechanisms. However, poor water solubility, extensive phase II metabolism and apical efflux have posed limitations to the bioavailability of hesperidin and hesperetin. Various strategies for bioavailability enhancement have been studied, including the utilisation of nano-based drug delivery systems and the co-administration of hesperetin with other flavonoids. In particular, nanoformulated hesperidin and hesperetin possess greater chemotherapeutic and chemosensitising activities than free compounds. Despite promising preclinical results, further safety and efficacy evaluation of hesperidin and hesperetin as well as their nanoformulations in clinical trials is required to ascertain their potentials to be developed as clinically useful agents for BC treatment.
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Affiliation(s)
- Kah Min Yap
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy and Health Sciences, Universiti Kuala Lumpur Royal College of Medicine Perak, Ipoh - 30450, Perak, Malaysia
| | - Mahendran Sekar
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy and Health Sciences, Universiti Kuala Lumpur Royal College of Medicine Perak, Ipoh - 30450, Perak, Malaysia
| | - Yuan Seng Wu
- Faculty of Medicine, Bioscience and Nursing, MAHSA University, Selangor - 42610, Malaysia
| | - Siew Hua Gan
- School of Pharmacy, Monash University Malaysia, Bandar Sunway - 47500, Selangor Darul Ehsan, Malaysia
| | - Nur Najihah Izzati Mat Rani
- Faculty of Pharmacy and Health Sciences, Universiti Kuala Lumpur Royal College of Medicine Perak, Ipoh - 30450, Perak, Malaysia
| | - Lay Jing Seow
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy and Health Sciences, Universiti Kuala Lumpur Royal College of Medicine Perak, Ipoh - 30450, Perak, Malaysia
| | | | | | | | - Pei Teng Lum
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy and Health Sciences, Universiti Kuala Lumpur Royal College of Medicine Perak, Ipoh - 30450, Perak, Malaysia
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Mardianingrum R, Hariono M, Ruswanto R, Yusuf M, Muchtaridi M. Synthesis, Anticancer Activity, Structure-Activity Relationship, and Molecular Modeling Studies of α-Mangostin Derivatives as hERα Inhibitor. J Chem Inf Model 2021; 62:5305-5316. [PMID: 34854302 DOI: 10.1021/acs.jcim.1c00926] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
α-Mangostin is one of the secondary metabolites in mangosteen pericarp, which has been reported to have anti-breast cancer activity. In our previous study, three α-mangostin derivatives were computationally designed as hERα antagonists. In this present study, the designed compounds were synthesized undergoing a benzoylation reaction between α-mangostin with three benzoyl chloride derivatives to produce three derivatives, namely, AMB-1, AMB-2, and AMB-10. The synthesized compounds were then evaluated for their antiproliferative activity against the MCF-7 breast cancer cell model with hERα as the protein target. The in vitro assay shows moderate activity (57-126 μM) for all derivatives. The dynamic behaviors of all ligands, including α-mangostin and 4-hydroxytamoxifen (4-OHT), were studied with 100 ns of MD simulation. The structure-activity relationship shows that although it does not entirely concord with the expected design, it can explain the trend of α-mangostin and its derivatives antiproliferative activities against MCF-7, which associates with hERα antagonism.
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Affiliation(s)
- Richa Mardianingrum
- Department of Pharmaceutical Analysis and Medicinal Chemistry, Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Sumedang 45363, West Java, Indonesia.,Pharmacy Program, Faculty of Health Science, Universitas Perjuangan, Tasikmalaya 46115, West Java, Indonesia
| | - Maywan Hariono
- Faculty of Pharmacy, Sanata Dharma University, Depok, Sleman 55282, Yogyakarta, Indonesia
| | - Ruswanto Ruswanto
- Pharmacy Program, STIKes Bakti Tunas Husada, Tasikmalaya 46115, West Java, Indonesia
| | - Muhammad Yusuf
- Department of Chemistry, Faculty of Mathematics and Natural Sciences, Padjadjaran University, Jatinangor, Sumedang 45363, West Java, Indonesia
| | - Muchtaridi Muchtaridi
- Department of Pharmaceutical Analysis and Medicinal Chemistry, Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Sumedang 45363, West Java, Indonesia
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Kim H, Park SH, Lee J, Sung GJ, Song JH, Kwak S, Jeong JH, Kong MJ, Hwang JT, Choi HK, Choi KC. TNFα Enhances Tamoxifen Sensitivity through Dissociation of ERα-p53-NCOR1 Complexes in ERα-Positive Breast Cancer. Cancers (Basel) 2021; 13:cancers13112601. [PMID: 34073371 PMCID: PMC8199199 DOI: 10.3390/cancers13112601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 05/10/2021] [Accepted: 05/19/2021] [Indexed: 11/23/2022] Open
Abstract
Simple Summary Tamoxifen has been clinically applied as a central chemotherapeutic agent for treatment of estrogen receptor (ER)-positive breast cancer. However, many ER-positive breast cancer patients with the high ER level demonstrate intrinsic resistance against the tamoxifen therapy. The aim of our study was to find an effective approach to enhance tamoxifen sensitivity. We found that tumor necrosis factor α (TNFα) has a potential to overcome tamoxifen resistance through disruption of nuclear receptor corepressor 1 (NCOR1)-p53-ERα complexes in ER-positive MCF7 xenograft mice. NCOR1 knock-down with TNFα treatment induced ERα destabilization and increased the occupancy of p53 at the p21 promoter. Finally, we confirmed the combinational application with tamoxifen, TNFα and short-hairpin NCOR1 showed the enhanced suppressive effect of tumor growth in MCF xenograft mice compared to single tamoxifen treatment. These results provide a possibility for application of NCOR1 as a putative therapeutic target to overcome tamoxifen resistance in ERα-positive breast cancer. Abstract Tamoxifen is widely used as a medication for estrogen receptor α (ERα)-positive breast cancer, despite the ~50% incidence of tamoxifen resistance. To overcome such resistance, combining tamoxifen with other agents is considered an effective approach. Here, through in vitro studies with ER-positive MCF7 cells and ER-negative MDA-MB-231 cells, validated by the use of xenograft mice, we investigated the potential of tumor necrosis factor α (TNFα) to enhance tamoxifen sensitivity and identified NCOR1 as a key downstream regulator. TNFα specifically degraded nuclear receptor corepressor 1 (NCOR1) in MCF7 cells. Moreover, knockdown of NCOR1, similar to TNFα treatment, suppressed cancer cell growth and promoted apoptosis only in MCF7 cells and MCF7 xenograft mice through the stabilization of p53, a tumor suppressor protein. Interestingly, NCOR1 knockdown with TNFα treatment increased the occupancy of p53 at the p21 promoter, while decreasing that of ERα. Notably, NCOR1 formed a complex with p53 and ERα, which was disrupted by TNFα. Finally, combinatorial treatment with tamoxifen, TNFα and short–hairpin (sh)-NCOR1 resulted in enhanced suppression of tumor growth in MCF7 xenograft mice compared to single tamoxifen treatment. In conclusion, TNFα promoted tamoxifen sensitivity through the dissociation of the ERα-p53-NCOR1 complex, pointing at NCOR1 as a putative therapeutic target for overcoming tamoxifen resistance in ERα-positive breast cancer.
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Affiliation(s)
- Hyunhee Kim
- Asan Medical Center, Department of Biomedical Sciences, AMIST, University of Ulsan College of Medicine, Seoul 05505, Korea; (H.K.); (S.-H.P.); (J.-H.S.); (S.K.); (J.-H.J.); (M.-J.K.)
| | - Seung-Ho Park
- Asan Medical Center, Department of Biomedical Sciences, AMIST, University of Ulsan College of Medicine, Seoul 05505, Korea; (H.K.); (S.-H.P.); (J.-H.S.); (S.K.); (J.-H.J.); (M.-J.K.)
| | - Jangho Lee
- Korea Food Research Institute, Wanju-gun 55365, Korea; (J.L.); (J.-T.H.)
| | - Gi-Jun Sung
- Department of Obstetriccs, Gynecology and Reproductive Biology, Michigan State University, East Lansing, MI 49534, USA;
| | - Ji-Hye Song
- Asan Medical Center, Department of Biomedical Sciences, AMIST, University of Ulsan College of Medicine, Seoul 05505, Korea; (H.K.); (S.-H.P.); (J.-H.S.); (S.K.); (J.-H.J.); (M.-J.K.)
| | - Sungmin Kwak
- Asan Medical Center, Department of Biomedical Sciences, AMIST, University of Ulsan College of Medicine, Seoul 05505, Korea; (H.K.); (S.-H.P.); (J.-H.S.); (S.K.); (J.-H.J.); (M.-J.K.)
| | - Ji-Hoon Jeong
- Asan Medical Center, Department of Biomedical Sciences, AMIST, University of Ulsan College of Medicine, Seoul 05505, Korea; (H.K.); (S.-H.P.); (J.-H.S.); (S.K.); (J.-H.J.); (M.-J.K.)
| | - Min-Jeong Kong
- Asan Medical Center, Department of Biomedical Sciences, AMIST, University of Ulsan College of Medicine, Seoul 05505, Korea; (H.K.); (S.-H.P.); (J.-H.S.); (S.K.); (J.-H.J.); (M.-J.K.)
| | - Jin-Taek Hwang
- Korea Food Research Institute, Wanju-gun 55365, Korea; (J.L.); (J.-T.H.)
- Department of Food Biotechnology, Korea University of Science and Technology, Daejeon 34113, Korea
| | - Hyo-Kyoung Choi
- Korea Food Research Institute, Wanju-gun 55365, Korea; (J.L.); (J.-T.H.)
- Correspondence: (H.-K.C.); (K.-C.C.); Tel.: +82-63-219-9421 (H.-K.C.); +82-2-3010-2087 (K.-C.C.)
| | - Kyung-Chul Choi
- Asan Medical Center, Department of Biomedical Sciences, AMIST, University of Ulsan College of Medicine, Seoul 05505, Korea; (H.K.); (S.-H.P.); (J.-H.S.); (S.K.); (J.-H.J.); (M.-J.K.)
- Correspondence: (H.-K.C.); (K.-C.C.); Tel.: +82-63-219-9421 (H.-K.C.); +82-2-3010-2087 (K.-C.C.)
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Segovia-Mendoza M, Camacho-Camacho C, Rojas-Oviedo I, Prado-Garcia H, Barrera D, Martínez-Reza I, Larrea F, García-Becerra R. An organotin indomethacin derivative inhibits cancer cell proliferation and synergizes the antiproliferative effects of lapatinib in breast cancer cells. Am J Cancer Res 2020; 10:3358-3369. [PMID: 33163275 PMCID: PMC7642663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Accepted: 01/30/2020] [Indexed: 06/11/2023] Open
Abstract
It is known that an inflammatory condition in different types of cancer provides a sustained microenvironment that favors tumor growth, invasion, and metastasis. Non-steroidal anti-inflammatory drugs such as indomethacin have demonstrated chemo-preventive, anti-proliferative and cytotoxic effects in a variety of tumors. The aim of this study was to investigate the effects of an organotin indomethacin derivative (OID) on the proliferation of breast and prostate cancer cell lines and the possible mechanisms of action of this compound. Different cancer cell lines were treated in the presence of OID and cell proliferation was measured by quantification of the DNA content, changes in the cell cycle profile and the activation of caspase 3 were evaluated by flow cytometry, interleukin 6 (IL-6) gene expression was evaluated by qPCR and protein expression was analyzed by ELISA and Western blot assays. OID inhibited the cell proliferation of a panel of cancer cell lines in a concentration-dependent manner. Moreover, the addition of OID to lapatinib treatment, targeted therapy for breast cancer, significantly enhanced its antiproliferative response. The effects on cell proliferation of these compounds involved, among others, the induction of apoptosis, the downregulation of IL-6 and a decrease of the MAPK activation pathway. Our results suggest that the use of OID alone or in combination with tyrosine kinase inhibitors could be considered as adjuvants in the treatment of cancer.
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Affiliation(s)
- Mariana Segovia-Mendoza
- Departamento de Farmacología, Facultad de Medicina, Universidad Nacional Autónoma de MéxicoCoyoacán, Ciudad de México 04510, México
| | - Carlos Camacho-Camacho
- Departamento de Sistemas Biológicos, Universidad Autónoma Metropolitana-XochimilcoCalzada del Hueso 1100, Col. Villa Quietud, Coyoacán, Ciudad de México 04960, México
| | - Irma Rojas-Oviedo
- Departamento de Sistemas Biológicos, Universidad Autónoma Metropolitana-XochimilcoCalzada del Hueso 1100, Col. Villa Quietud, Coyoacán, Ciudad de México 04960, México
| | - Heriberto Prado-Garcia
- Departamento de Enfermedades Crónico-Degenerativas, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío VillegasCalzada de Tlalpan 4502, Belisario Domínguez Sección XVI, Tlalpan, Ciudad de México 14080, México
| | - David Barrera
- Departamento de Biología de la Reproducción Dr. Carlos Gual Castro, Instituto Nacional de Ciencias Médicas y Nutrición Salvador ZubiránVasco de Quiroga No. 15, Belisario Domínguez Sección XVI, Tlalpan, Ciudad de México 14080, México
| | - Isela Martínez-Reza
- Programa de Investigación de Cáncer de Mama y Departamento de Biología Molecular y Biotecnología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de MéxicoCiudad de México 04510, México
| | - Fernando Larrea
- Departamento de Biología de la Reproducción Dr. Carlos Gual Castro, Instituto Nacional de Ciencias Médicas y Nutrición Salvador ZubiránVasco de Quiroga No. 15, Belisario Domínguez Sección XVI, Tlalpan, Ciudad de México 14080, México
| | - Rocío García-Becerra
- Programa de Investigación de Cáncer de Mama y Departamento de Biología Molecular y Biotecnología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de MéxicoCiudad de México 04510, México
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Varghese E, Samuel SM, Líšková A, Samec M, Kubatka P, Büsselberg D. Targeting Glucose Metabolism to Overcome Resistance to Anticancer Chemotherapy in Breast Cancer. Cancers (Basel) 2020; 12:E2252. [PMID: 32806533 PMCID: PMC7464784 DOI: 10.3390/cancers12082252] [Citation(s) in RCA: 112] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2020] [Revised: 08/05/2020] [Accepted: 08/06/2020] [Indexed: 01/10/2023] Open
Abstract
Breast cancer (BC) is the most prevalent cancer in women. BC is heterogeneous, with distinct phenotypical and morphological characteristics. These are based on their gene expression profiles, which divide BC into different subtypes, among which the triple-negative breast cancer (TNBC) subtype is the most aggressive one. The growing interest in tumor metabolism emphasizes the role of altered glucose metabolism in driving cancer progression, response to cancer treatment, and its distinct role in therapy resistance. Alterations in glucose metabolism are characterized by increased uptake of glucose, hyperactivated glycolysis, decreased oxidative phosphorylation (OXPHOS) component, and the accumulation of lactate. These deviations are attributed to the upregulation of key glycolytic enzymes and transporters of the glucose metabolic pathway. Key glycolytic enzymes such as hexokinase, lactate dehydrogenase, and enolase are upregulated, thereby conferring resistance towards drugs such as cisplatin, paclitaxel, tamoxifen, and doxorubicin. Besides, drug efflux and detoxification are two energy-dependent mechanisms contributing to resistance. The emergence of resistance to chemotherapy can occur at an early or later stage of the treatment, thus limiting the success and outcome of the therapy. Therefore, understanding the aberrant glucose metabolism in tumors and its link in conferring therapy resistance is essential. Using combinatory treatment with metabolic inhibitors, for example, 2-deoxy-D-glucose (2-DG) and metformin, showed promising results in countering therapy resistance. Newer drug designs such as drugs conjugated to sugars or peptides that utilize the enhanced expression of tumor cell glucose transporters offer selective and efficient drug delivery to cancer cells with less toxicity to healthy cells. Last but not least, naturally occurring compounds of plants defined as phytochemicals manifest a promising approach for the eradication of cancer cells via suppression of essential enzymes or other compartments associated with glycolysis. Their benefits for human health open new opportunities in therapeutic intervention, either alone or in combination with chemotherapeutic drugs. Importantly, phytochemicals as efficacious instruments of anticancer therapy can suppress events leading to chemoresistance of cancer cells. Here, we review the current knowledge of altered glucose metabolism in contributing to resistance to classical anticancer drugs in BC treatment and various ways to target the aberrant metabolism that will serve as a promising strategy for chemosensitizing tumors and overcoming resistance in BC.
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Affiliation(s)
- Elizabeth Varghese
- Department of Physiology and Biophysics, Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, Doha 24144, Qatar; (E.V.); (S.M.S.)
| | - Samson Mathews Samuel
- Department of Physiology and Biophysics, Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, Doha 24144, Qatar; (E.V.); (S.M.S.)
| | - Alena Líšková
- Department of Obstetrics and Gynecology, Jessenius Faculty of Medicine, Comenius University in Bratislava, 03601 Martin, Slovakia; (A.L.); (M.S.)
| | - Marek Samec
- Department of Obstetrics and Gynecology, Jessenius Faculty of Medicine, Comenius University in Bratislava, 03601 Martin, Slovakia; (A.L.); (M.S.)
| | - Peter Kubatka
- Department of Medical Biology, Jessenius Faculty of Medicine, Comenius University in Bratislava, 03601 Martin, Slovakia;
| | - Dietrich Büsselberg
- Department of Physiology and Biophysics, Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, Doha 24144, Qatar; (E.V.); (S.M.S.)
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9
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Singh M, Zhou X, Chen X, Santos GS, Peuget S, Cheng Q, Rihani A, Arnér ESJ, Hartman J, Selivanova G. Identification and targeting of selective vulnerability rendered by tamoxifen resistance. Breast Cancer Res 2020; 22:80. [PMID: 32727562 PMCID: PMC7388523 DOI: 10.1186/s13058-020-01315-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 07/06/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The estrogen receptor (ER)-positive breast cancer represents over 80% of all breast cancer cases. Even though adjuvant hormone therapy with tamoxifen (TMX) is saving lives of patients with ER-positive breast cancer, the acquired resistance to TMX anti-estrogen therapy is the main hurdle for successful TMX therapy. Here we address the mechanism for TMX resistance and explore the ways to eradicate TMX-resistant breast cancer in both in vitro and ex vivo experiments. EXPERIMENTAL DESIGN To identify compounds able to overcome TMX resistance, we used short-term and long-term viability assays in cancer cells in vitro and in patient samples in 3D ex vivo, analysis of gene expression profiles and cell line pharmacology database, shRNA screen, CRISPR-Cas9 genome editing, real-time PCR, immunofluorescent analysis, western blot, measurement of oxidative stress using flow cytometry, and thioredoxin reductase 1 enzymatic activity. RESULTS Here, for the first time, we provide an ample evidence that a high level of the detoxifying enzyme SULT1A1 confers resistance to TMX therapy in both in vitro and ex vivo models and correlates with TMX resistance in metastatic samples in relapsed patients. Based on the data from different approaches, we identified three anticancer compounds, RITA (Reactivation of p53 and Induction of Tumor cell Apoptosis), aminoflavone (AF), and oncrasin-1 (ONC-1), whose tumor cell inhibition activity is dependent on SULT1A1. We discovered thioredoxin reductase 1 (TrxR1, encoded by TXNRD1) as a target of bio-activated RITA, AF, and ONC-1. SULT1A1 depletion prevented the inhibition of TrxR1, induction of oxidative stress, DNA damage signaling, and apoptosis triggered by the compounds. Notably, RITA efficiently suppressed TMX-unresponsive patient-derived breast cancer cells ex vivo. CONCLUSION We have identified a mechanism of resistance to TMX via hyperactivated SULT1A1, which renders selective vulnerability to anticancer compounds RITA, AF, and ONC-1, and provide a rationale for a new combination therapy to overcome TMX resistance in breast cancer patients. Our novel findings may provide a strategy to circumvent TMX resistance and suggest that this approach could be developed further for the benefit of relapsed breast cancer patients.
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Affiliation(s)
- Madhurendra Singh
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, SE-171 65, Stockholm, Sweden.
| | - Xiaolei Zhou
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, SE-171 65, Stockholm, Sweden
| | - Xinsong Chen
- Department of Oncology and Pathology, Karolinska Institutet, CCK, 171 76, Stockholm, Sweden
| | - Gema Sanz Santos
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, SE-171 65, Stockholm, Sweden
| | - Sylvain Peuget
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, SE-171 65, Stockholm, Sweden
| | - Qing Cheng
- Division of Biochemistry, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, SE-171 65, Stockholm, Sweden
| | - Ali Rihani
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, SE-171 65, Stockholm, Sweden
| | - Elias S J Arnér
- Division of Biochemistry, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, SE-171 65, Stockholm, Sweden
| | - Johan Hartman
- Department of Oncology and Pathology, Karolinska Institutet, CCK, 171 76, Stockholm, Sweden.
| | - Galina Selivanova
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, SE-171 65, Stockholm, Sweden.
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10
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Identification and Analysis of Estrogen Receptor α Promoting Tamoxifen Resistance-Related lncRNAs. BIOMED RESEARCH INTERNATIONAL 2020; 2020:9031723. [PMID: 32420379 PMCID: PMC7204353 DOI: 10.1155/2020/9031723] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Accepted: 02/14/2020] [Indexed: 12/27/2022]
Abstract
70-75% breast cancer patients are estrogen receptor alpha positive (ERα+), and the antiestrogen drug tamoxifen has been used for the past three decades. However, in 20-30% of these patients, tamoxifen therapy fails due to intrinsic or acquired resistance. A previous study has showed ERα signaling still exerts significant roles in the development of tamoxifen resistance and several lncRNAs have been demonstrated important roles in tamoxifen resistance. But ERα directly regulated and tamoxifen resistance related lncRNAs remain to be discovered. We reanalyze the published ERα chromatin immunoprecipitation-seq (ChIP-seq) and RNA-seq data of tamoxifen-sensitive (MCF-7/WT) and tamoxifen-resistant (MCF-7/TamR) breast cancer cells. We demonstrate that there are differential ERα recruitment events and the differentials may alert the expression profile in MCF-7/WT and MCF-7/TamR cells. Furthermore, we make an overlap of the ERα binding lncRNAs and differentially expressed lncRNAs and get 49 ERα positively regulated lncRNAs. Among these lncRNAs, the expression levels of AC117383.1, AC144450.1, RP11-15H20.6, and ATXN1-AS1 are negatively correlated with the survival probability of breast cancer patients and ELOVL2-AS1, PCOLCE-AS1, ITGA9-AS1, and FLNB-AS1 are positively correlated. These lncRNAs may be potential diagnosis or prognosis markers of tamoxifen resistance.
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11
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Muler ML, Antunes F, Guarache GC, Oliveira RB, Ureshino RP, Bincoletto C, Pereira GJDS, Smaili SS. Effects of ICI 182,780, an ERα and ERβ antagonist, and G-1, a GPER agonist, on autophagy in breast cancer cells. EINSTEIN-SAO PAULO 2020; 18:eAO4560. [PMID: 32321078 PMCID: PMC7155941 DOI: 10.31744/einstein_journal/2020ao4560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 10/01/2019] [Indexed: 11/12/2022] Open
Abstract
Objective To investigate if ICI 182,780 (fulvestrant), a selective estrogen receptor alpha/beta (ERα/ERβ) antagonist, and G-1, a selective G-protein-coupled receptor (GPER) agonist, can potentially induce autophagy in breast cancer cell lines MCF-7 and SKBr3, and how G-1 affects cell viability. Methods Cell viability in MCF-7 and SKBr3 cells was assessed by the MTT assay. To investigate the autophagy flux, MCF-7 cells were transfected with GFP-LC3, a marker of autophagosomes, and analyzed by real-time fluorescence microscopy. MCF-7 and SKBr3 cells were incubated with acridine orange for staining of acidic vesicular organelles and analyzed by flow cytometry as an indicator of autophagy. Results Regarding cell viability in MCF-7 cells, ICI 182,780 and rapamycin, after 48 hours, led to decreased cell proliferation whereas G-1 did not change viability over the same period. The data showed that neither ICI 182,780 nor G-1 led to increased GFP-LC3 puncta in MCF-7 cells over the 4-hour observation period. The cytometry assay showed that ICI 182,780 led to a higher number of acidic vesicular organelles in MCF-7 cells. G-1, in turn, did not have this effect in any of the cell lines. In contrast, ICI 182,780 and G-1 did not decrease cell viability of SKBr3 cells or induce formation of acidic vesicular organelles, which corresponds to the final step of the autophagy process in this cell line. Conclusion The effect of ICI 182,780 on increasing acidic vesicular organelles in estrogen receptor-positive breast cancer cells appears to be associated with its inhibitory effect on estrogen receptors, and GPER does notseem to be involved. Understanding these mechanisms may guide further investigations of these receptors’ involvement in cellular processes of breast cancer resistance.
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Affiliation(s)
- Mari Luminosa Muler
- Departamento de Farmacologia , Escola Paulista de Medicina , Universidade Federal de São Paulo , São Paulo , SP , Brazil
| | - Fernanda Antunes
- Departamento de Farmacologia , Escola Paulista de Medicina , Universidade Federal de São Paulo , São Paulo , SP , Brazil
| | - Gabriel Cicolin Guarache
- Departamento de Farmacologia , Escola Paulista de Medicina , Universidade Federal de São Paulo , São Paulo , SP , Brazil
| | - Rafaela Brito Oliveira
- Departamento de Ciências Biológicas , Universidade Federal de São Paulo , Diadema , SP , Brazil
| | - Rodrigo Portes Ureshino
- Departamento de Ciências Biológicas , Universidade Federal de São Paulo , Diadema , SP , Brazil
| | - Claudia Bincoletto
- Departamento de Farmacologia , Escola Paulista de Medicina , Universidade Federal de São Paulo , São Paulo , SP , Brazil
| | - Gustavo José da Silva Pereira
- Departamento de Farmacologia , Escola Paulista de Medicina , Universidade Federal de São Paulo , São Paulo , SP , Brazil
| | - Soraya Soubhi Smaili
- Departamento de Farmacologia , Escola Paulista de Medicina , Universidade Federal de São Paulo , São Paulo , SP , Brazil
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12
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Xiong X, Feng Y, Li L, Yao J, Zhou M, Zhao P, Huang F, Zeng L, Yuan L. Long non‑coding RNA SNHG1 promotes breast cancer progression by regulation of LMO4. Oncol Rep 2020; 43:1503-1515. [PMID: 32323846 PMCID: PMC7107776 DOI: 10.3892/or.2020.7530] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2019] [Accepted: 12/17/2019] [Indexed: 12/12/2022] Open
Abstract
Long non-coding RNA (lncRNA) small nucleolar RNA host gene 1 (SNHG1) was reported to be a critical regulator of tumorigenesis and is frequently deregulated in several cancer types. However, the exact mechanism by which SNHG1 contributes to breast cancer progression has not been fully elucidated. The identification of the molecular mechanism of SNHG1 is important for understanding the development of breast cancer and for improving the prognosis of the patients with this disease. In the present study, increased expression levels of SNHG1 were noted in breast cancer tumors following analysis of differentially expressed lncRNAs between 1,063 tumor and 102 normal tissues derived from The Cancer Genome Atlas Breast Invasive Carcinoma (TCGA-BRCA) dataset. This finding was further validated using 50 pairs of normal and tumor tissues that were collected from patients with breast cancer. Notably, SNHG1 expression was significantly correlated with estrogen receptor (ER)/progesterone receptor (PR) negative status (ER−/PR−) and advanced clinical stage in breast cancer tissues. Knockdown of SNHG1 led to cell growth arrest, cell cycle redistribution and cell migration inhibition of breast cancer cells. The miRDB database predicted that miR-573 interacts with SNHG1. RT-PCR confirmed the negative regulation of miR-573 levels by SNHG1 in breast cancer cells and the Dual-luciferase reporter assay confirmed their complementary binding. The repression of miR-573 by SNGH1 decreased LIM domain only 4 (LMO4) mRNA and protein expression levels in the breast cancer cell lines tested and induced the expression of cyclin D1 and cyclin E. In vitro experiments indicated that LMO4 overexpression could reverse siSNHG1-induced cell growth arrest, cell cycle redistribution and inhibition of cell migration in breast cancer cells. Moreover, the tumor xenograft model indicated that SNHG1 knockdown inhibited MDA-MB-231 growth in vivo and LMO4 overexpression reversed the tumor growth inhibition induced by SNHG1 knockdown. The present study demonstrated that SNHG1 acts as a novel oncogene in breast cancer via the SNHG/miR-573/LMO4 axis and that it could be a promising therapeutic target for patients with breast cancer.
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Affiliation(s)
- Xiang Xiong
- Department of Burn and Plastic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
| | - Yeqian Feng
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
| | - Lun Li
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
| | - Jia Yao
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
| | - Meirong Zhou
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
| | - Piao Zhao
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
| | - Feilong Huang
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
| | - Liyun Zeng
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
| | - Liqin Yuan
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, P.R. China
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13
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Plasma levels of Semaphorin 4D are decreased by adjuvant tamoxifen but not aromatase inhibitor therapy in breast cancer patients. J Bone Oncol 2019; 16:100237. [PMID: 31011525 PMCID: PMC6461588 DOI: 10.1016/j.jbo.2019.100237] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 04/01/2019] [Accepted: 04/03/2019] [Indexed: 01/28/2023] Open
Abstract
Background Semaphorin 4D (Sema4D) is a glycoprotein that inhibits bone formation and has been associated with cancer progression and the occurrence of bone metastases. Recently, Sema4D expression has been linked to estrogen signaling in breast cancer. Endocrine therapies like tamoxifen and aromatase inhibitors (AI) are a standard therapeutic approach in hormone receptor positive breast cancers. Tamoxifen exerts ER-agonistic effects on bone, whereas AI negatively affect bone health by increasing resorption and fracture risk. The effect of endocrine therapies on circulating Sema4D levels in breast cancer patients has not been investigated yet. Methods We measured circulating Sema4D plasma levels at primary diagnosis and in a follow-up sample 12 months after surgery in a cohort of 46 pre- and postmenopausal women with primary estrogen receptor positive breast cancer receiving adjuvant tamoxifen or AI. Results The mean baseline levels ± SD for Sema4D were 441.6 ± 143.4 pmol/l. No significant differences in total plasma Sema4D were observed when stratifying the patients according to age, menopausal status, tumor subtype, nodal and hormone receptor status, or tumor size. However, Sema4D levels were significantly reduced by 28% (p<0.001) in tamoxifen treated patients 12 months after surgery, whereas no alteration was observed in patients treated with AI. Conclusion This finding potentially represents an additional mechanism of the bone-protective properties of tamoxifen and further emphasizes a link between Sema4D and estrogen receptor signaling.
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14
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Onishi H, Udagawa C, Kubo M, Nakamura S, Akashi-Tanaka S, Kuwayama T, Watanabe C, Takamaru T, Takei H, Ishikawa T, Miyahara K, Matsumoto H, Hasegawa Y, Momozawa Y, Low SK, Kutomi G, Shima H, Satomi F, Okazaki M, Zaha H, Onomura M, Matsukata A, Sagara Y, Baba S, Yamada A, Shimada K, Shimizu D, Tsugawa K, Shimo A, Hartman M, Chan CW, Lee SC, Endo I, Zembutsu H. A genome-wide association study identifies three novel genetic markers for response to tamoxifen: A prospective multicenter study. PLoS One 2018; 13:e0201606. [PMID: 30161160 PMCID: PMC6116947 DOI: 10.1371/journal.pone.0201606] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Accepted: 06/19/2018] [Indexed: 01/13/2023] Open
Abstract
Purpose Although association studies of genetic variations with the clinical outcomes of breast cancer patients treated with tamoxifen have been reported, genetic factors which could determine individual response to tamoxifen are not fully clarified. We performed a genome-wide association study (GWAS) to identify novel genetic markers for response to tamoxifen. Experimental design We prospectively collected 347 blood samples from patients with hormone receptor-positive and human epidermal growth factor receptor 2-negative, invasive breast cancer receiving preoperative tamoxifen monotherapy for 14 to 28 days. We used Ki-67 response in breast cancer tissues after preoperative short-term tamoxifen therapy as a surrogate marker for response to tamoxifen. We performed GWAS and genotype imputation using 275 patients, and an independent set of 72 patients was used for replication study. Results The combined result of GWAS and the replication study, and subsequent imputation analysis indicated possible association of three loci with Ki-67 response after tamoxifen therapy (rs17198973 on chromosome 4q34.3, rs4577773 on 6q12, and rs7087428 on 10p13, Pcombined = 5.69 x 10−6, 1.64 x 10−5, and 9.77 x 10−6, respectively). When patients were classified into three groups by the scoring system based on the genotypes of the three SNPs, patients with higher scores showed significantly higher after/before ratio of Ki-67 compared to those with lower scores (P = 1.8 x 10−12), suggesting the cumulative effect of the three SNPs. Conclusion We identified three novel loci, which could be associated with clinical response to tamoxifen. These findings provide new insights into personalized hormonal therapy for the patients with breast cancer.
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Affiliation(s)
- Hiroshi Onishi
- Division of Genetics, National Cancer Center Research Institute, Tokyo, Japan
- Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Chihiro Udagawa
- Division of Genetics, National Cancer Center Research Institute, Tokyo, Japan
| | - Michiaki Kubo
- RIKEN, Center for Integrative Medical Sciences, Yokohama, Japan
| | - Seigo Nakamura
- Division of Breast Surgical Oncology, Department of Surgery, Showa University School of Medicine, Tokyo, Japan
| | - Sadako Akashi-Tanaka
- Division of Breast Surgical Oncology, Department of Surgery, Showa University School of Medicine, Tokyo, Japan
| | - Takashi Kuwayama
- Division of Breast Surgical Oncology, Department of Surgery, Showa University School of Medicine, Tokyo, Japan
| | - Chie Watanabe
- Division of Breast Surgical Oncology, Department of Surgery, Showa University School of Medicine, Tokyo, Japan
| | - Tomoko Takamaru
- Division of Breast Surgical Oncology, Department of Surgery, Showa University School of Medicine, Tokyo, Japan
| | - Hiroyuki Takei
- Department of Breast Surgery, Nippon Medical School, Tokyo, Japan
| | - Takashi Ishikawa
- Department of Breast Surgery, Tokyo Medical University, Tokyo, Japan
| | - Kana Miyahara
- Department of Breast Surgery, Tokyo Medical University, Tokyo, Japan
| | | | - Yoshie Hasegawa
- Department of Breast Surgery, Hirosaki Municipal Hospital, Hirosaki, Japan
| | | | - Siew-Kee Low
- RIKEN, Center for Integrative Medical Sciences, Yokohama, Japan
| | - Goro Kutomi
- 1st Department of Surgery, Sapporo Medical University, Sapporo, Japan
| | - Hiroaki Shima
- 1st Department of Surgery, Sapporo Medical University, Sapporo, Japan
| | - Fukino Satomi
- 1st Department of Surgery, Sapporo Medical University, Sapporo, Japan
| | - Minoru Okazaki
- Department of Breast Surgery, Sapporo Breast Surgical Clinic, Sapporo, Japan
| | - Hisamitsu Zaha
- Department of Breast Surgery, Nakagami Hospital, Okinawa, Japan
| | - Mai Onomura
- Department of Breast Surgery, Nakagami Hospital, Okinawa, Japan
| | - Ayami Matsukata
- Department of Breast Surgery, Sagara Hospital, Kagoshima, Japan
| | - Yasuaki Sagara
- Department of Breast Surgery, Sagara Hospital, Kagoshima, Japan
| | - Shinichi Baba
- Department of Breast Surgery, Sagara Hospital, Kagoshima, Japan
| | - Akimitsu Yamada
- Department of Breast and Thyroid Surgery, Yokohama City University Medical Center, Yokohama, Japan
| | - Kazuhiro Shimada
- Department of Breast and Thyroid Surgery, Yokohama City University Medical Center, Yokohama, Japan
| | - Daisuke Shimizu
- Department of Breast Surgery, Yokohama Minato Red Cross Hospital, Yokohama, Japan
| | - Koichiro Tsugawa
- Department of Breast and Endocrine Surgery, St. Marianna University School of Medicine Hospital, Kawasaki, Japan
| | - Arata Shimo
- Department of Breast and Endocrine Surgery, St. Marianna University School of Medicine Hospital, Kawasaki, Japan
| | - Mikael Hartman
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore
| | - Ching-Wan Chan
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore
| | - Soo Chin Lee
- Department of Hematology Oncology, National University Cancer Institute, National University Health System, Singapore
| | - Itaru Endo
- Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Hitoshi Zembutsu
- Division of Genetics, National Cancer Center Research Institute, Tokyo, Japan
- * E-mail:
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15
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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: 3.0] [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.
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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
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16
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Chen YR, Tsou B, Hu S, Ma H, Liu X, Yen Y, Ann DK. Autophagy induction causes a synthetic lethal sensitization to ribonucleotide reductase inhibition in breast cancer cells. Oncotarget 2016; 7:1984-99. [PMID: 26675256 PMCID: PMC4811511 DOI: 10.18632/oncotarget.6539] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2015] [Accepted: 11/21/2015] [Indexed: 01/05/2023] Open
Abstract
Macroautophagy can promote cellular survival or death depending on the cellular context and its extent. We hypothesized that autophagy induction would synergize with a therapeutic agent targeting the autophagic cargo. To test this hypothesis, we treated breast cancer MDA-MB-231 cells with tamoxifen (TMX), which induces autophagy through an estrogen receptor-independent pathway. Induction of autophagy reduced cellular levels of RRM2, a subunit of ribonucleotide reductase (RR), the rate limiting enzyme in the production of deoxyribonucleotide triphosphates (dNTPs). This autophagy inducer was combined with COH29, an inhibitor developed in our laboratory that targets RR through a novel mechanism. The combination therapy showed synergistic effects on cytotoxicity in vitro and in an in vivo xenograft model. This cytotoxicity was blocked by knockdown of the autophagy protein ATG5 or addition of chloroquine, an autophagy inhibitor. The combined therapy also induced dNTP depletion and massive genomic instability, leading us to hypothesize that combining autophagy induction with RR inhibition can lead to mitotic catastrophe in rapidly dividing cells. We propose that this TMX + COH29 combined therapy may have clinical benefit. Furthermore, autophagy induction may be a general mechanism for augmenting the effects of chemotherapeutic agents.
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Affiliation(s)
- Yun-Ru Chen
- Department of Molecular Pharmacology, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA, USA.,Department of Diabetes and Metabolic Research, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - Brittany Tsou
- Department of Molecular Pharmacology, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA, USA.,Department of Diabetes and Metabolic Research, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - Shuya Hu
- Department of Molecular Pharmacology, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - Huimin Ma
- Department of Molecular Pharmacology, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA, USA.,Department of Diabetes and Metabolic Research, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - Xiyong Liu
- Department of Molecular Pharmacology, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - Yun Yen
- Department of Molecular Pharmacology, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - David K Ann
- Department of Molecular Pharmacology, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA, USA.,Department of Diabetes and Metabolic Research, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA, USA
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17
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Ali S, Rasool M, Chaoudhry H, N Pushparaj P, Jha P, Hafiz A, Mahfooz M, Abdus Sami G, Azhar Kamal M, Bashir S, Ali A, Sarwar Jamal M. Molecular mechanisms and mode of tamoxifen resistance in breast cancer. Bioinformation 2016; 12:135-139. [PMID: 28149048 PMCID: PMC5267957 DOI: 10.6026/97320630012135] [Citation(s) in RCA: 101] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2016] [Revised: 05/02/2016] [Accepted: 05/05/2016] [Indexed: 11/23/2022] Open
Abstract
Breast cancer is one of the most common cancers in women around the globe Tamoxifen is used for the last 40 years as an endocrine
therapy for breast cancer. This resulted in the reduction of mortality rate by 30% and it still remains one of the most effective therapies
against breast cancer. However, resistance against tamoxifen is still one of the major hurdles in the effective management of breast
cancer. Intense research has been conducted in the past decade to further explore its resistance mechanism, but still a lot of research
will be needed to effectively alleviate this problem. Several biochemical factors and molecular pathways, such as the modulation of ER
signaling, upregulation of growth factors had been observed as key factors for tamoxifen resistance (TR). After, initial therapy of five to
ten years, breast cancer patients develops resistance towards this drug. The resistance leads to the development of other cancers like
uterine cancer. Here, we briefly explore all the molecular events related to tamoxifen resistance and focus on its mechanism of action as
well as other pharmacological approaches to better its beneficial effects in the treatment of breast carcinoma.
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Affiliation(s)
- Shazia Ali
- School of life science, Jawaharlal Nehru University, New Delhi, India
| | - Mahmood Rasool
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Hani Chaoudhry
- Department of Biochemistry, Faculty of Science, Center of Innovation in Personalized Medicine, King Fahd Center for Medical Research, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Peter N Pushparaj
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Prakash Jha
- Department of Computer Science, Jamia Millia Islamia, New Delhi, India
| | | | - Maryam Mahfooz
- Department of Computer Science, Jamia Millia Islamia, New Delhi, India
| | | | - Mohammad Azhar Kamal
- King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Kingdom of Saudi Arabia
| | - Sania Bashir
- Department of Biotechnology, Jamia Millia Islamia, New Delhi, India
| | - Ashraf Ali
- King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Kingdom of Saudi Arabia
| | - Mohammad Sarwar Jamal
- King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Kingdom of Saudi Arabia
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Screening to Identify Commonly Used Chinese Herbs That Affect ERBB2 and ESR1 Gene Expression Using the Human Breast Cancer MCF-7 Cell Line. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2014; 2014:965486. [PMID: 24987437 PMCID: PMC4058453 DOI: 10.1155/2014/965486] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/20/2014] [Revised: 04/18/2014] [Accepted: 04/30/2014] [Indexed: 11/23/2022]
Abstract
Aim. Our aim the was to screen the commonly used Chinese herbs in order to detect changes in ERBB2 and ESR1 gene expression using MCF-7 cells. Methods. Using the MCF-7 human breast cancer cell line, cell cytotoxicity and proliferation were evaluated by MTT and trypan blue exclusion assays, respectively. A luciferase reporter assay was established by transient transfecting MCF-7 cells with plasmids containing either the ERBB2 or the ESR1 promoter region linked to the luciferase gene. Chinese herbal extracts were used to treat the cells at 24 h after transfection, followed by measurement of their luciferase activity. The screening results were verified by Western blotting to measure HER2 and ERα protein expression. Results. At concentrations that induced little cytotoxicity, thirteen single herbal extracts and five compound recipes were found to increase either ERBB2 or ESR1 luciferase activity. By Western blotting, Si-Wu-Tang, Kuan-Shin-Yin, and Suan-Tsao-Ren-Tang were found to increase either HER2 or ERα protein expression. In addition, Ligusticum chuanxiong was shown to have a great effect on ERBB2 gene expression and synergistically with estrogen to stimulate MCF-7 cell growth. Conclusion. Our results provide important information that should affect clinical treatment strategies among breast cancer patients who are receiving hormonal or targeted therapies.
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Kohli L, Kaza N, Coric T, Byer SJ, Brossier NM, Klocke BJ, Bjornsti MA, Carroll SL, Roth KA. 4-Hydroxytamoxifen induces autophagic death through K-Ras degradation. Cancer Res 2013; 73:4395-405. [PMID: 23722551 DOI: 10.1158/0008-5472.can-12-3765] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Tamoxifen is widely used to treat estrogen receptor-positive breast cancer. Recent findings that tamoxifen and its derivative 4-hydroxytamoxifen (OHT) can exert estrogen receptor-independent cytotoxic effects have prompted the initiation of clinical trials to evaluate its use in estrogen receptor-negative malignancies. For example, tamoxifen and OHT exert cytotoxic effects in malignant peripheral nerve sheath tumors (MPNST) where estrogen is not involved. In this study, we gained insights into the estrogen receptor-independent cytotoxic effects of OHT by studying how it kills MPNST cells. Although caspases were activated following OHT treatment, caspase inhibition provided no protection from OHT-induced death. Rather, OHT-induced death in MPNST cells was associated with autophagic induction and attenuated by genetic inhibition of autophagic vacuole formation. Mechanistic investigations revealed that OHT stimulated autophagic degradation of K-Ras, which is critical for survival of MPNST cells. Similarly, we found that OHT induced K-Ras degradation in breast, colon, glioma, and pancreatic cancer cells. Our findings describe a novel mechanism of autophagic death triggered by OHT in tumor cells that may be more broadly useful clinically in cancer treatment.
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Affiliation(s)
- Latika Kohli
- Departments of Pathology, Cell Biology, and Pharmacology and Toxicology, and Medical Scientist Training Program, University of Alabama at Birmingham, Birmingham, AL 35294, USA
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Lebedeva G, Yamaguchi A, Langdon SP, Macleod K, Harrison DJ. A model of estrogen-related gene expression reveals non-linear effects in transcriptional response to tamoxifen. BMC SYSTEMS BIOLOGY 2012; 6:138. [PMID: 23134774 PMCID: PMC3573949 DOI: 10.1186/1752-0509-6-138] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2012] [Accepted: 10/26/2012] [Indexed: 12/15/2022]
Abstract
BACKGROUND Estrogen receptors alpha (ER) are implicated in many types of female cancers, and are the common target for anti-cancer therapy using selective estrogen receptor modulators (SERMs, such as tamoxifen). However, cell-type specific and patient-to-patient variability in response to SERMs (from suppression to stimulation of cancer growth), as well as frequent emergence of drug resistance, represents a serious problem. The molecular processes behind mixed effects of SERMs remain poorly understood, and this strongly motivates application of systems approaches. In this work, we aimed to establish a mathematical model of ER-dependent gene expression to explore potential mechanisms underlying the variable actions of SERMs. RESULTS We developed an equilibrium model of ER binding with 17β-estradiol, tamoxifen and DNA, and linked it to a simple ODE model of ER-induced gene expression. The model was parameterised on the broad range of literature available experimental data, and provided a plausible mechanistic explanation for the dual agonism/antagonism action of tamoxifen in the reference cell line used for model calibration. To extend our conclusions to other cell types we ran global sensitivity analysis and explored model behaviour in the wide range of biologically plausible parameter values, including those found in cancer cells. Our findings suggest that transcriptional response to tamoxifen is controlled in a complex non-linear way by several key parameters, including ER expression level, hormone concentration, amount of ER-responsive genes and the capacity of ER-tamoxifen complexes to stimulate transcription (e.g. by recruiting co-regulators of transcription). The model revealed non-monotonic dependence of ER-induced transcriptional response on the expression level of ER, that was confirmed experimentally in four variants of the MCF-7 breast cancer cell line. CONCLUSIONS We established a minimal mechanistic model of ER-dependent gene expression, that predicts complex non-linear effects in transcriptional response to tamoxifen in the broad range of biologically plausible parameter values. Our findings suggest that the outcome of a SERM's action is defined by several key components of cellular micro-environment, that may contribute to cell-type-specific effects of SERMs and justify the need for the development of combinatorial biomarkers for more accurate prediction of the efficacy of SERMs in specific cell types.
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Affiliation(s)
- Galina Lebedeva
- Centre for Synthetic and Systems Biology, University of Edinburgh, CH Waddington Building, the Kings Buildings, Mayfield Road, EH9 3JD, Edinburgh, UK.
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Etebari M, Khodarahmi G, Jafarian-Dehkordi A, Nokhodian Z. Genotoxic effects of some l-[(benzofuran-2-yl)-phenylmethyl]-imidazoles on MCF-7 cell line. Res Pharm Sci 2012; 7. [PMID: 23181097 PMCID: PMC3501928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Increased exposure to estrogen has been associated with the risk of breast cancer. Substituted benzofuran derivatives with inhibitory effects on estrogen synthesis could be considered as a potential approach to reduce the risk of breast cancer. The study of cytotoxic effects of these compounds has suggested involvement of other mechanisms such as DNA damage. In the current study we have investigated genotoxic effects of some benzofuran derivatives on MCF-7 cell line. The MCF-7 cell line was exposed both to benzofuran phenylmethyl imidazole and its 4- fluoro, 4-chloro, 2-methoxy and 2-methyl derivatives for 2 h. The Comet assay was used to examine DNA damage due to this exposure. We also studied the DNA repair capacity after 2 h exposure to genotoxic concentrations of these compounds and their recovery were evaluated after 17 and 24 h, using the comet assay. The results indicated that genotoxic effects of these compounds appeared in concentrations of 10(-8) to 10(-6) M. The 4- fluoro and 4-chloro derivatives exhibited the highest genotoxicity and the unsubstituted benzofuran phenylmethyl imidazole had the lowest effect. The 4- fluoro, 4-chloro and 2-methyl derivatives were recovered after 24 h while 2-methoxy and the unsubstituted derivatives were recovered after 17 h. The results showed that these compounds are genotoxic and the concentration of tested benzofuran derivatives with genotoxic effects are not close to their enzyme inhibitory concentration. Moreover, our study shows that the DNA damages are repairable. Therefore, it seems that the investigated compounds have the potentials as therapeutic agents.
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Affiliation(s)
- M. Etebari
- Department of Pharmacology and Isfahan Pharmaceutical Sciences Research Center, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, I.R.Iran.
| | - G.A. Khodarahmi
- Department of Pharmaceutical Chemistry and Isfahan Pharmaceutical Sciences Research Center, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, I.R.Iran.
| | - A. Jafarian-Dehkordi
- Department of Pharmacology and Isfahan Pharmaceutical Sciences Research Center, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, I.R.Iran.
| | - Z. Nokhodian
- Department of Pharmacology and Isfahan Pharmaceutical Sciences Research Center, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, I.R.Iran.,Corresponding author: Z. Nokhodian, this paper is extracted from the M.Sc. thesis No. 389388 Tel. 0098 311 7922634, Fax. 0098 311 6680011
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FOXA1: master of steroid receptor function in cancer. EMBO J 2011; 30:3885-94. [PMID: 21934649 DOI: 10.1038/emboj.2011.340] [Citation(s) in RCA: 147] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2011] [Accepted: 08/29/2011] [Indexed: 12/15/2022] Open
Abstract
FOXA transcription factors are potent, context-specific mediators of development that hold specialized functions in hormone-dependent tissues. Over the last several years, FOXA1 has emerged as a critical mediator of nuclear steroid receptor signalling, manifest at least in part through regulation of androgen receptor and oestrogen receptor activity. Recent findings point towards a major role for FOXA1 in modulating nuclear steroid receptor activity in breast and prostate cancer, and suggest that FOXA1 may significantly contribute to pro-tumourigenic phenotypes. The present review article will focus on the mechanisms, consequence, and clinical relevance of FOXA1-mediated steroid nuclear receptor signalling in human malignancy.
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Katharina P. Tumor cell seeding during surgery-possible contribution to metastasis formations. Cancers (Basel) 2011; 3:2540-53. [PMID: 24212822 PMCID: PMC3757431 DOI: 10.3390/cancers3022540] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2011] [Revised: 05/23/2011] [Accepted: 05/26/2011] [Indexed: 01/11/2023] Open
Abstract
In spite of optimal local control in breast cancer, distant metastases can develop as a systemic part of this disease. Surgery is suspected to contribute to metastasis formation activating dormant tumor cells. Here we add data that seeding of cells during surgery may add to the risk of metastasis formation. The change in circulating epithelial tumor cells (CETC) was monitored in 66 breast cancer patients operated on with breast conserving surgery or mastectomy and during the further course of the disease, analyzing CETC from unseparated white blood cells stained with FITC-anti-EpCAM. An increase in cell numbers lasting until the start of chemotherapy was observed in about one third of patients. It was more preeminent in patients with low numbers of CETC before surgery and, surprisingly, in patients without involved lymph nodes. Patients with the previously reported behavior—Reincrease in cell numbers during adjuvant chemotherapy and subsequent further increase during maintenance therapy—were at increased risk of relapse. In addition to tumor cells already released during growth of the tumor, cell seeding during surgery may contribute to the early peak of relapses observed after removal of the primary tumor and chemotherapy may only marginally postpone relapse in patients with aggressively growing tumors.
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Affiliation(s)
- Pachmann Katharina
- Department of Experimental Hematology and Oncology, Clinic for Internal Medicine II, Friedrich Schiller University, Jena D-07747, Germany.
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