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Zheng D, Tahir RA, Yan Y, Zhao J, Quan Z, Kang G, Han Y, Qing H. Screening of Human Circular RNAs as Biomarkers for Early Onset Detection of Alzheimer’s Disease. Front Neurosci 2022; 16:878287. [PMID: 35864990 PMCID: PMC9296062 DOI: 10.3389/fnins.2022.878287] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 06/01/2022] [Indexed: 11/13/2022] Open
Abstract
Circular RNAs (circRNAs) are a distinctive type of endogenous non-coding RNAs, and their regulatory roles in neurological disorders have received immense attention. CircRNAs significantly contribute to the regulation of gene expression and progression of neurodegenerative disorders including Alzheimer’s disease (AD). The current study aimed to identify circRNAs as prognostic and potential biomarkers in AD. The differentially expressed circRNAs among subjective cognitive decline, amnestic mild cognitive impairment, and age-matched normal donors were determined through Arraystar Human circRNA Array V2 analysis. The annotations of circRNAs-microRNA interactions were predicted by employing Arraystar’s homemade microRNAs (miRNA) target prediction tool. Bioinformatics analyses comprising gene ontology enrichment, KEGG pathway, and network analysis were conducted. Microarray analysis revealed the 33 upregulated and 11 downregulated differentially expressed circRNAs (FC ≥ 1.5 and p-values ≤ 0.05). The top 10 differentially expressed upregulated and downregulated circRNAs have been chosen for further expression validation through quantitative real-time PCR and subsequently, hsa-circRNA_001481 and hsa_circRNA_000479 were confirmed experimentally. Bioinformatics analyses determined the circRNA-miRNA-mRNA interactions and microRNA response elements to inhibit the expression of miRNAs and mRNA targets. Gene ontology enrichment and KEGG pathways analysis revealed the functional clustering of target mRNAs suggesting the functional verification of these two promising circRNAs. It is concluded that human circRNA_001481 and circRNA_000479 could be utilized as potential biomarkers for the early onset detection of AD and the development of effective therapeutics.
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Affiliation(s)
- Da Zheng
- Key Laboratory of Molecular Medicine and Biotherapy in the Ministry of Industry and Information Technology, Department of Biology, School of Life Sciences, Beijing Institute of Technology, Beijing, China
| | - Rana Adnan Tahir
- Key Laboratory of Molecular Medicine and Biotherapy in the Ministry of Industry and Information Technology, Department of Biology, School of Life Sciences, Beijing Institute of Technology, Beijing, China
| | - Yan Yan
- Key Laboratory of Molecular Medicine and Biotherapy in the Ministry of Industry and Information Technology, Department of Biology, School of Life Sciences, Beijing Institute of Technology, Beijing, China
| | - Juan Zhao
- Key Laboratory of Molecular Medicine and Biotherapy in the Ministry of Industry and Information Technology, Department of Biology, School of Life Sciences, Beijing Institute of Technology, Beijing, China
| | - Zhenzhen Quan
- Key Laboratory of Molecular Medicine and Biotherapy in the Ministry of Industry and Information Technology, Department of Biology, School of Life Sciences, Beijing Institute of Technology, Beijing, China
| | - Guixia Kang
- Key Lab of Universal Wireless Communications of Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China
| | - Ying Han
- Biomedical Engineering Institute, Hainan University, Haikou, China
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
- Center of Alzheimer’s Disease, Beijing Institute for Brain Disorders, Beijing, China
- National Clinical Research Center for Geriatric Disorders, Beijing, China
- *Correspondence: Ying Han,
| | - Hong Qing
- Key Laboratory of Molecular Medicine and Biotherapy in the Ministry of Industry and Information Technology, Department of Biology, School of Life Sciences, Beijing Institute of Technology, Beijing, China
- Hong Qing, , orcid.org/0000-0003-0216-4044
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2
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Raval AP, Desai UN, Joshi JS, Shah FD. Role of epithelial - Stromal interaction protein-1 expression in breast cancer. INDIAN J PATHOL MICR 2021; 63:382-387. [PMID: 32769326 DOI: 10.4103/ijpm.ijpm_672_19] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Background and Aims Epithelial stromal interaction protein-1 (EPSTI-1) is originally identified as stromal-fibroblast - induced gene in breast cancer. It was found to be involved in promotion of EMT, breast cancer invasion, metastasis and anchorage-independent growth in vitro. Strong expression was observed in various tissues as well as higher expression was observed in invasive breast cancer compared to normal breast. EPSTI-1 expression was evaluated from 106 pre-therapeutic breast cancer patients. EPSTI-1 expression was correlated with known clinico-pathological parameters of breast cancer to explore its role in breast carcinogenesis. Subjects and Methods EPSTI-1 expression was analyzed from the collected synchronous tissues [tumors, Malignant Lymph nodes (LN) and adjacent normal tissues (ANT)] of breast carcinoma patients (N = 106). The statistical correlation was performed using SPSS 16.0. Results In this study EPSTI-1 was significantly higher in LN compared to tumors (P < 0.001), and in tumors compared to ANT (P < 0.01) which is also reflected in ROC curve analysis (P < 0.0001). Further the small tumor size, stage I, grade I and tumors without stromal involvement exhibited significant lower expression compared to their counter parts. Conclusion EPSTI-1 may have significant role in epithelial stromal interaction and disease extension. Moreover, it may be responsible for aggressive tumor behavior and involved in metastatic process which needs to be validated in larger cohort.
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Affiliation(s)
- Apexa P Raval
- Stem Cell Biology Lab, Department of Cancer Biology, The Gujarat Cancer and Research Institute, Gujarat, India
| | - Urja N Desai
- Stem Cell Biology Lab, Department of Cancer Biology, The Gujarat Cancer and Research Institute, Gujarat, India
| | - Jigna S Joshi
- Stem Cell Biology Lab, Department of Cancer Biology, The Gujarat Cancer and Research Institute, Gujarat, India
| | - Franky D Shah
- Stem Cell Biology Lab, Department of Cancer Biology, The Gujarat Cancer and Research Institute, Gujarat, India
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3
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Gentile S, Eskandari N, Rieger MA, Cuevas BD. MEKK1 Regulates Chemokine Expression in Mammary Fibroblasts: Implications for the Breast Tumor Microenvironment. Front Oncol 2021; 11:609918. [PMID: 33868996 PMCID: PMC8044940 DOI: 10.3389/fonc.2021.609918] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 02/01/2021] [Indexed: 11/13/2022] Open
Abstract
Breast tumors contain both transformed epithelial cells and non-transformed stroma cells producing secreted factors that can promote metastasis. Previously, we demonstrated that the kinase MEKK1 regulates cell migration and gene expression, and that transgene-induced breast tumor metastasis is markedly inhibited in MEKK1-deficient mice. In this report, we examined the role of MEKK1 in stroma cell gene expression and the consequent effect on breast tumor cell function. Using a heterotypic cell system to quantify the effect of stroma cells on breast tumor cell function, we discovered that MEKK1-/- fibroblasts are significantly less effective at inducing tumor cell invasion than MEKK1+/+ fibroblasts. Expression array analysis revealed that both baseline and tumor cell-induced expression of the chemokines CCL3, CCL4, and CCL5 were markedly reduced in MEKK1-/- mammary fibroblasts. By focusing on the role of MEKK1 in CCL5 regulation, we discovered that MEKK1 kinase activity promotes CCL5 expression, and inactive mutant MEKK1 strongly inhibits CCL5 transcription. CCL5 and the other MEKK1-dependent chemokines are ligands for the GPCR CCR5, and we show that the CCR5 antagonist Maraviroc strongly inhibits fibroblast-induced tumor cell migration. Finally, we report that fibroblast growth factor 5 (FGF-5) is secreted by MDA-MB 231 cells, that FGF-5 activates MEKK1 effectors ERK1/2 and NFκB in fibroblasts, and that chemical inhibition of NFκB inhibits CCL5 expression. Our results suggest that MEKK1 contributes to the formation of a breast tumor microenvironment that supports metastasis by promoting expression of stroma cell chemokine genes in response to tumor cell-induced paracrine signaling.
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Affiliation(s)
- Saverio Gentile
- Division of Hematology Oncology, Department of Medicine, University of Illinois Chicago, Chicago, IL, United States
| | - Najmeh Eskandari
- Division of Hematology Oncology, Department of Medicine, University of Illinois Chicago, Chicago, IL, United States
| | - Michael A Rieger
- Molecular Neurobiology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, United States
| | - Bruce D Cuevas
- Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD, United States
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4
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Zhao Y, Bilal M, Raza A, Khan MI, Mehmood S, Hayat U, Hassan STS, Iqbal HMN. Tyrosine kinase inhibitors and their unique therapeutic potentialities to combat cancer. Int J Biol Macromol 2021; 168:22-37. [PMID: 33290765 DOI: 10.1016/j.ijbiomac.2020.12.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 12/01/2020] [Accepted: 12/02/2020] [Indexed: 02/05/2023]
Abstract
Cancer is one of the leading causes of death with a mortality rate of 12%. Although significant progress has been achieved in cancer research, the effective treatment of cancer remains the greatest global challenge in medicine. Dysregulation of tyrosine kinases (TK) is one of the characteristics of several types of cancers. Thus, drugs that target and inhibit these enzymes, known as TK inhibitors (TKIs), are considered vital chemotherapeutics to combat various types of cancer. The oral bioavailability of available TKIs and their targeted therapy are their potential benefits. Based on these characteristics, most TKIs are included in first/second-line therapy for the treatment of different cancers. This review aims to shed light on orally-active TKIs (natural and synthetic molecules) and their promising implication in the therapy of numerous types of tumors along with their mechanisms of action. Further, recent progress in the development of synthetic and isolation of natural TKIs is reviewed. A significant growth in research regarding the development of new-generation TKIs is made with time (23 FDA-approved TKIs from 2018) due to their better therapeutic response. Oral bioavailability should be considered as an important parameter while developing of new-generation TKIs; however, drug delivery systems can also be used to address issue of poor bioavailability to a certain extent. Moreover, clinical trials should be designed in consideration of the development of resistance and tumor heterogeneity.
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Affiliation(s)
- Yuping Zhao
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian 223003, China.
| | - Muhammad Bilal
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian 223003, China.
| | - Ali Raza
- School of Biomedical Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Muhammad Imran Khan
- Hefei National Lab for Physical Sciences at the Microscale and the Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, Anhui 230027, China
| | - Shahid Mehmood
- Key Laboratory of Protein and Peptide Pharmaceuticals, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| | - Uzma Hayat
- School of Biomedical Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Sherif T S Hassan
- Department of Applied Ecology, Faculty of Environmental Sciences, Czech University of Life Sciences Prague, Kamýcká 129, 6-Suchdol, 165 21 Prague, Czech Republic
| | - Hafiz M N Iqbal
- Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, 64849, Mexico.
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5
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Yu J, Lu R, Nedrow JR, Sgouros G. Response of breast cancer carcinoma spheroids to combination therapy with radiation and DNA-PK inhibitor: growth arrest without a change in α/ β ratio. Int J Radiat Biol 2020; 96:1534-1540. [PMID: 33074046 DOI: 10.1080/09553002.2020.1838659] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
PURPOSE Agents that increase tumor radiosensitivity are of interest in improving outcomes in radiotherapy (XRT). DNA-PK inhibitors radiosensitize and alter cell adhesion proteins. We investigated combination radiation and a DNA-PK inhibitor in monolayers vs spheroids. MATERIALS AND METHODS Using HER2 positive mammary carcinoma cells, we investigated the impact of NU7441, a DNA-PK inhibitor, on irradiated monolayer and spheroid cultures. Colony formation assays were performed with monolayer culture cells and spheroids after irradiation with/without NU7441 (5 μM). RESULTS In monolayer culture cells, α/β increased from 3.0 ± 0.2 Gy (XRT alone) to 6.9 ± 0.2 Gy (XRT+NU7441). Corresponding α/β values for cells obtained by disaggregating treated spheroids were 3.6 ± 0.7 Gy (XRT alone) and 3.5 ± 0.2 Gy (XRT+NU7441). However, spheroid survival was highly sensitive to NU7441 incubation. After 4 Gy XRT alone 75% of the irradiated spheroids remained intact; when NU7441 treatment was involved, 13% remained intact. No spheroids survived to 3 weeks at 6 Gy or more. The discrepancy between the minimal change in α/β from cells derived from spheroids and the spheroid growth response was not related to poor penetration of NU7441. CONCLUSIONS DNA-PK inhibitor NU7441 radiosensitized monolayer cells but not cells obtained from spheroids. NU7441 and radiation increased spheroid fragmentation.
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Affiliation(s)
- Jing Yu
- Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Ryan Lu
- Department of Biomedical Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Jessie R Nedrow
- Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - George Sgouros
- Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
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6
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The not-so-sweet side of sugar: Influence of the microenvironment on the processes that unleash cancer. Biochim Biophys Acta Mol Basis Dis 2020; 1866:165960. [PMID: 32919034 DOI: 10.1016/j.bbadis.2020.165960] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 08/31/2020] [Accepted: 09/01/2020] [Indexed: 12/30/2022]
Abstract
The role of "aerobic glycolysis" in cancer has been examined often in the past. Results from those studies, most of which were performed on two dimensional conditions (2D, tissue culture plastic), demonstrate that aerobic glycolysis occurs as a consequence of oncogenic events. These oncogenic events often drive malignant cell growth and survival. Although 2D based experiments are useful in elucidating the molecular mechanisms of oncogenesis, they fail to take contributions of the extracellular microenvironment into account. Indeed we, and others, have shown that the cellular microenvironment is essential in regulating processes that induce and/or suppress the malignant phenotype/properties. This regulation between the cell and its microenvironment is both dynamic and reciprocal and involves the integration of cellular signaling networks in the right context. Therefore, given our previous demonstration of the effect of the microenvironment including tissue architecture and media composition on gene expression and the integration of signaling events observed in three-dimension (3D), we hypothesized that glucose uptake and metabolism must also be essential components of the tissue's signal "integration plan" - that is, if uptake and metabolism of glucose were hyperactivated, the canonical oncogenic pathways should also be similarly activated. This hypothesis, if proven true, suggests that direct inhibition of glucose metabolism in cancer cells should either suppress or revert the malignant phenotype in 3D. Here, we review the up-to-date progress that has been made towards understanding the role that glucose metabolism plays in oncogenesis and re-establishing basally polarized acini in malignant human breast cells.
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7
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Steinhaeuser SS, Morera E, Budkova Z, Schepsky A, Wang Q, Rolfsson O, Riedel A, Krueger A, Hilmarsdottir B, Maelandsmo GM, Valdimarsdottir B, Sigurdardottir AK, Agnarsson BA, Jonasson JG, Ingthorsson S, Traustadottir GA, Oskarsson T, Gudjonsson T. ECM1 secreted by HER2-overexpressing breast cancer cells promotes formation of a vascular niche accelerating cancer cell migration and invasion. J Transl Med 2020; 100:928-944. [PMID: 32203150 DOI: 10.1038/s41374-020-0415-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Revised: 02/25/2020] [Accepted: 02/26/2020] [Indexed: 02/07/2023] Open
Abstract
The tumor microenvironment is increasingly recognized as key player in cancer progression. Investigating heterotypic interactions between cancer cells and their microenvironment is important for understanding how specific cell types support cancer. Forming the vasculature, endothelial cells (ECs) are a prominent cell type in the microenvironment of both normal and neoplastic breast gland. Here, we sought out to analyze epithelial-endothelial cross talk in the breast using isogenic non-tumorigenic vs. tumorigenic breast epithelial cell lines and primary ECs. The cellular model used here consists of D492, a breast epithelial cell line with stem cell properties, and two isogenic D492-derived EMT cell lines, D492M and D492HER2. D492M was generated by endothelial-induced EMT and is non-tumorigenic while D492HER2 is tumorigenic, expressing the ErbB2/HER2 oncogene. To investigate cellular cross talk, we used both conditioned medium (CM) and 2D/3D co-culture systems. Secretome analysis of D492 cell lines was performed using mass spectrometry and candidate knockdown (KD), and overexpression (OE) was done using siRNA and CRISPRi/CRISPRa technology. D492HER2 directly enhances endothelial network formation and activates a molecular axis in ECs promoting D492HER2 migration and invasion, suggesting an endothelial feedback response. Secretome analysis identified extracellular matrix protein 1 (ECM1) as potential angiogenic inducer in D492HER2. Confirming its involvement, KD of ECM1 reduced the ability of D492HER2-CM to increase endothelial network formation and induce the endothelial feedback, while recombinant ECM1 (rECM1) increased both. Interestingly, NOTCH1 and NOTCH3 expression was upregulated in ECs upon treatment with D492HER2-CM or rECM1 but not by CM from D492HER2 with ECM1 KD. Blocking endothelial NOTCH signaling inhibited the increase in network formation and the ability of ECs to promote D492HER2 migration and invasion. In summary, our data demonstrate that cancer-secreted ECM1 induces a NOTCH-mediated endothelial feedback promoting cancer progression by enhancing migration and invasion. Targeting this interaction may provide a novel possibility to improve cancer treatment.
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Affiliation(s)
- Sophie Sarah Steinhaeuser
- Department of Anatomy, Stem Cell Research Unit, Biomedical Center, Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
| | - Erika Morera
- Department of Anatomy, Stem Cell Research Unit, Biomedical Center, Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
| | - Zuzana Budkova
- Department of Anatomy, Stem Cell Research Unit, Biomedical Center, Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
| | - Alexander Schepsky
- Department of Anatomy, Stem Cell Research Unit, Biomedical Center, Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
| | - Qiong Wang
- Center for Systems Biology, University of Iceland, Reykjavik, Iceland
| | - Ottar Rolfsson
- Center for Systems Biology, University of Iceland, Reykjavik, Iceland
| | - Angela Riedel
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), 69120, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Aileen Krueger
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), 69120, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Bylgja Hilmarsdottir
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Oslo, Norway
| | - Gunhild Mari Maelandsmo
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Oslo, Norway
| | - Bryndis Valdimarsdottir
- Department of Anatomy, Stem Cell Research Unit, Biomedical Center, Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
| | - Anna Karen Sigurdardottir
- Department of Anatomy, Stem Cell Research Unit, Biomedical Center, Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
| | - Bjarni Agnar Agnarsson
- Department of Pathology, Landspitali-University Hospital, Reykjavik, Iceland.,Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Jon Gunnlaugur Jonasson
- Department of Pathology, Landspitali-University Hospital, Reykjavik, Iceland.,Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Saevar Ingthorsson
- Department of Anatomy, Stem Cell Research Unit, Biomedical Center, Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
| | - Gunnhildur Asta Traustadottir
- Department of Anatomy, Stem Cell Research Unit, Biomedical Center, Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
| | - Thordur Oskarsson
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), 69120, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.,German Cancer Consortium (DKTK), 69120, Heidelberg, Germany
| | - Thorarinn Gudjonsson
- Department of Anatomy, Stem Cell Research Unit, Biomedical Center, Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland. .,Center for Systems Biology, University of Iceland, Reykjavik, Iceland. .,Department of Laboratory Hematology, Landspitali-University Hospital, Reykjavik, Iceland.
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He A, Powell S, Kyle M, Rose M, Masmila E, Estrada V, Sicklick JK, Molinolo A, Kaushal S. Cryopreservation of Viable Human Tissues: Renewable Resource for Viable Tissue, Cell Lines, and Organoid Development. Biopreserv Biobank 2020; 18:222-227. [PMID: 32302515 DOI: 10.1089/bio.2019.0062] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The availability of viable human tissues is critical to support translational research focused on personalized care. Most studies have relied on fresh frozen or formalin-fixed paraffin-embedded tissues for histopathology, genomics, and proteomics. Yet, basic, translational, and clinical research downstream assays such as tumor progression/invasion, patient-derived xenograft, organoids, immunoprofiling, and vaccine development still require viable tissue, which are time-sensitive and rare commodities. We describe the generation of two-dimensional (2D) and three-dimensional (3D) cultures to validate a viable freeze cryopreservation technique as a standard method of highest quality specimen preservation. After surgical resection, specimens were minced, placed in CryoStor™ media, and frozen using a slow freezing method (-1°C/min in -80°C) for 24 hours and then stored in liquid nitrogen. After 15-18 months, the tissues were thawed, dissociated into single-cell suspensions, and evaluated for cell viability. To generate primary 2D cultures, cells were plated onto Collagen-/Matrigel-coated plates. To develop 3D cultures (organoids), the cells were plated in reduced serum RPMI media on nonadherent plates or in Matrigel matrix. The epithelial nature of the cells was confirmed by using immunohistochemistry for cytokeratins. DNA and RNA isolation was performed using QIAGEN AllPrep kits. We developed primary lines (2D and 3D) of colon, thyroid, lung, renal, and liver cancers that were positive for cytokeratin staining. 3D lines were developed from the same cohort of tumor types in both suspended media and Matrigel matrix. Multiple freeze-thaw cycles did not significantly alter the viability and growth of 2D and 3D lines. DNA/RNA recovery was similar to its fresh frozen cohort. In this study, we validated 2D and 3D tissue cultures as methods to corroborate the feasibility of viable cryopreservation of tumor tissue. This proof-of-principle study, if more widely implemented, should improve accessibility of human viable tumor tissue/cells in a time-independent manner for many basic, preclinical, and translational assays.
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Affiliation(s)
- Andy He
- Biorepository and Tissue Technology Shared Resources (BTTSR), Moores Cancer Center, UC San Diego, La Jolla, California, USA
| | - Samantha Powell
- Biorepository and Tissue Technology Shared Resources (BTTSR), Moores Cancer Center, UC San Diego, La Jolla, California, USA
| | - Mason Kyle
- Biorepository and Tissue Technology Shared Resources (BTTSR), Moores Cancer Center, UC San Diego, La Jolla, California, USA
| | - Michael Rose
- Biorepository and Tissue Technology Shared Resources (BTTSR), Moores Cancer Center, UC San Diego, La Jolla, California, USA
| | - Edgar Masmila
- Biorepository and Tissue Technology Shared Resources (BTTSR), Moores Cancer Center, UC San Diego, La Jolla, California, USA
| | - Valeria Estrada
- Biorepository and Tissue Technology Shared Resources (BTTSR), Moores Cancer Center, UC San Diego, La Jolla, California, USA
| | - Jason K Sicklick
- Biorepository and Tissue Technology Shared Resources (BTTSR), Moores Cancer Center, UC San Diego, La Jolla, California, USA
| | - Alfredo Molinolo
- Biorepository and Tissue Technology Shared Resources (BTTSR), Moores Cancer Center, UC San Diego, La Jolla, California, USA
| | - Sharmeela Kaushal
- Biorepository and Tissue Technology Shared Resources (BTTSR), Moores Cancer Center, UC San Diego, La Jolla, California, USA
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9
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Manning L, Holmes J, Bonin K, Vidi PA. Radial Profile Analysis of Epithelial Polarity in Breast Acini: A Tool for Primary (Breast) Cancer Prevention. Front Med (Lausanne) 2020; 6:314. [PMID: 31998733 PMCID: PMC6970192 DOI: 10.3389/fmed.2019.00314] [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: 05/01/2019] [Accepted: 12/11/2019] [Indexed: 11/13/2022] Open
Abstract
Preventing cancer is vastly better than treating the disease in terms of a patient's quality of life and healthcare costs. Yet, to screen for chemopreventative drugs or evaluate interventions aimed at lowering cancer risk, quantitative readouts of risk are needed. In the breast and in other organs of epithelial origin, apical-basal polarity is key to homeostasis and is one of the first tissue characteristics lost during cancer initiation. Therefore, apical-basal polarity may be leveraged as an "architectural" determinant of cancer risk. A classic approach to quantify the localization of epithelial polarity markers is visual scoring at the microscope by trained investigators. This approach is time-intensive and limited to low throughput. To increase the speed, accuracy, and scoring volume, we developed an algorithm that essentially replaces the human eye to objectively quantify epithelial polarity in microscopy images of breast glandular units (acini). Acini in culture are identified based on a nuclear stain and the corresponding masks are divided into concentric terraces of equal width. This positional information is used to calculate radial intensity profiles (RP) of polarity markers. Profiles with a steep slope represent polarized structures, whereas more horizontal curves are indicative of non-polarized acini. To compare treatment effects, RP curves are integrated into summary values of polarity. We envision applications of this method for primary cancer prevention research with acini organoids, specifically (1) to screen for chemoprevention drugs, (2) for toxicological assessment of suspected carcinogens and pharmacological hit compounds, and (3) for personalized evaluation of cancer risk and risk-reducing interventions. The RadialProfiler algorithm developed for the MATLAB computing environment and for users without prior informatics knowledge is publicly available on the Open Science Framework (OSF).
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Affiliation(s)
- Lawton Manning
- Department of Physics, Wake Forest University, Winston-Salem, NC, United States
| | - Julia Holmes
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | - Keith Bonin
- Department of Physics, Wake Forest University, Winston-Salem, NC, United States.,Comprehensive Cancer Center of Wake Forest University, Winston-Salem, NC, United States
| | - Pierre-Alexandre Vidi
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, United States.,Comprehensive Cancer Center of Wake Forest University, Winston-Salem, NC, United States
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10
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Chansoria P, Shirwaiker R. Characterizing the Process Physics of Ultrasound-Assisted Bioprinting. Sci Rep 2019; 9:13889. [PMID: 31554888 PMCID: PMC6761177 DOI: 10.1038/s41598-019-50449-w] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2019] [Accepted: 09/03/2019] [Indexed: 01/12/2023] Open
Abstract
3D bioprinting has been evolving as an important strategy for the fabrication of engineered tissues for clinical, diagnostic, and research applications. A major advantage of bioprinting is the ability to recapitulate the patient-specific tissue macro-architecture using cellular bioinks. The effectiveness of bioprinting can be significantly enhanced by incorporating the ability to preferentially organize cellular constituents within 3D constructs to mimic the intrinsic micro-architectural characteristics of native tissues. Accordingly, this work focuses on a new non-contact and label-free approach called ultrasound-assisted bioprinting (UAB) that utilizes acoustophoresis principle to align cells within bioprinted constructs. We describe the underlying process physics and develop and validate computational models to determine the effects of ultrasound process parameters (excitation mode, excitation time, frequency, voltage amplitude) on the relevant temperature, pressure distribution, and alignment time characteristics. Using knowledge from the computational models, we experimentally investigate the effect of selected process parameters (frequency, voltage amplitude) on the critical quality attributes (cellular strand width, inter-strand spacing, and viability) of MG63 cells in alginate as a model bioink system. Finally, we demonstrate the UAB of bilayered constructs with parallel (0°-0°) and orthogonal (0°-90°) cellular alignment across layers. Results of this work highlight the key interplay between the UAB process design and characteristics of aligned cellular constructs, and represent an important next step in our ability to create biomimetic engineered tissues.
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Affiliation(s)
- Parth Chansoria
- Edward P. Fitts Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, 27695, United States of America
- Comparative Medicine Institute, North Carolina State University, Raleigh, NC, 27695, United States of America
| | - Rohan Shirwaiker
- Edward P. Fitts Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, 27695, United States of America.
- Comparative Medicine Institute, North Carolina State University, Raleigh, NC, 27695, United States of America.
- Joint Department of Biomedical Engineering, North Carolina State University and University of North Carolina at Chapel Hill, Raleigh, NC, 27695, United States of America.
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11
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Campbell FC, Loughrey MB, McClements J, Deevi RK, Javadi A, Rainey L. Mechanistic Insights into Colorectal Cancer Phenomics from Fundamental and Organotypic Model Studies. THE AMERICAN JOURNAL OF PATHOLOGY 2018; 188:1936-1948. [PMID: 30028958 PMCID: PMC6240511 DOI: 10.1016/j.ajpath.2018.05.021] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 05/02/2018] [Accepted: 05/30/2018] [Indexed: 02/08/2023]
Abstract
Colorectal cancer (CRC) diagnosis and prognostic stratification are based on histopathologic assessment of cell or nuclear pleomorphism, aberrant mitotic figures, altered glandular architecture, and other phenomic abnormalities. This complexity is driven by oncogenic perturbation of tightly coordinated spatiotemporal signaling to disrupt multiple scales of tissue organization. This review clarifies molecular and cellular mechanisms underlying common CRC histologic features and helps understand how the CRC genome controls core aspects of tumor aggressiveness. It further explores a spatiotemporal framework for CRC phenomics based on regulation of living cells in fundamental and organotypic model systems. The review also discusses tissue homeostasis, considers distinct classes of oncogenic perturbations, and evolution of cellular or multicellular cancer phenotypes. It further explores the molecular controls of cribriform, micropapillary, and high-grade CRC morphology in organotypic culture models and assesses relevant translational studies. In addition, the review delves into complexities of morphologic plasticity whereby a single molecular signature generates heterogeneous cancer phenotypes, and, conversely, morphologically homogeneous tumors show substantive molecular diversity. Principles outlined may aid mechanistic interpretation of omics data in a setting of cancer pathology, provide insight into CRC consensus molecular subtypes, and better define principles for CRC prognostic stratification.
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Affiliation(s)
- Frederick C Campbell
- Centre for Cancer Research and Cell Biology, Queen's University of Belfast, Belfast, United Kingdom; Belfast Health and Social Care Trust, Belfast, United Kingdom.
| | - Maurice Bernard Loughrey
- Centre for Cancer Research and Cell Biology, Queen's University of Belfast, Belfast, United Kingdom; Belfast Health and Social Care Trust, Belfast, United Kingdom; Northern Ireland Molecular Pathology Laboratory, Belfast, United Kingdom
| | - Jane McClements
- Centre for Cancer Research and Cell Biology, Queen's University of Belfast, Belfast, United Kingdom
| | - Ravi Kiran Deevi
- Centre for Cancer Research and Cell Biology, Queen's University of Belfast, Belfast, United Kingdom
| | - Arman Javadi
- Centre for Cancer Research and Cell Biology, Queen's University of Belfast, Belfast, United Kingdom
| | - Lisa Rainey
- Centre for Cancer Research and Cell Biology, Queen's University of Belfast, Belfast, United Kingdom
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12
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Cavo M, Caria M, Pulsoni I, Beltrame F, Fato M, Scaglione S. A new cell-laden 3D Alginate-Matrigel hydrogel resembles human breast cancer cell malignant morphology, spread and invasion capability observed "in vivo". Sci Rep 2018; 8:5333. [PMID: 29593247 PMCID: PMC5871779 DOI: 10.1038/s41598-018-23250-4] [Citation(s) in RCA: 93] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Accepted: 03/01/2018] [Indexed: 01/17/2023] Open
Abstract
Purpose of this study was the development of a 3D material to be used as substrate for breast cancer cell culture. We developed composite gels constituted by different concentrations of Alginate (A) and Matrigel (M) to obtain a structurally stable-in-time and biologically active substrate. Human aggressive breast cancer cells (i.e. MDA-MB-231) were cultured within the gels. Known the link between cell morphology and malignancy, cells were morphologically characterized and their invasiveness correlated through an innovative bioreactor-based invasion assay. A particular type of gel (i.e. 50% Alginate, 50% Matrigel) emerged thanks to a series of significant results: 1. cells exhibited peculiar cytoskeleton shapes and nuclear fragmentation characteristic of their malignancy; 2. cells expressed the formation of the so-called invadopodia, actin-based protrusion of the plasma membrane through which cells anchor to the extracellular matrix; 3. cells were able to migrate through the gels and attach to an engineered membrane mimicking the vascular walls hosted within bioreactor, providing a completely new 3D in vitro model of the very precursor steps of metastasis.
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Affiliation(s)
- Marta Cavo
- National Research Council (CNR) - IEIIT Institute, Genoa, 16149, Italy.,Department of Biophysical and Electronic Engineering (DIBRIS), University of Genoa, Genoa, 16145, Italy.,React4life S.r.l, Genoa, 16100, Italy
| | - Marco Caria
- National Research Council (CNR) - IEIIT Institute, Genoa, 16149, Italy.,Department of Biophysical and Electronic Engineering (DIBRIS), University of Genoa, Genoa, 16145, Italy
| | - Ilaria Pulsoni
- Department of Biophysical and Electronic Engineering (DIBRIS), University of Genoa, Genoa, 16145, Italy
| | - Francesco Beltrame
- National Research Council (CNR) - IEIIT Institute, Genoa, 16149, Italy.,Department of Biophysical and Electronic Engineering (DIBRIS), University of Genoa, Genoa, 16145, Italy
| | - Marco Fato
- National Research Council (CNR) - IEIIT Institute, Genoa, 16149, Italy.,Department of Biophysical and Electronic Engineering (DIBRIS), University of Genoa, Genoa, 16145, Italy
| | - Silvia Scaglione
- National Research Council (CNR) - IEIIT Institute, Genoa, 16149, Italy.
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13
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Andersen AP, Samsøe-Petersen J, Oernbo EK, Boedtkjer E, Moreira JMA, Kveiborg M, Pedersen SF. The net acid extruders NHE1, NBCn1 and MCT4 promote mammary tumor growth through distinct but overlapping mechanisms. Int J Cancer 2018; 142:2529-2542. [PMID: 29363134 DOI: 10.1002/ijc.31276] [Citation(s) in RCA: 52] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Revised: 12/16/2017] [Accepted: 01/17/2018] [Indexed: 01/01/2023]
Abstract
High metabolic and proliferative rates in cancer cells lead to production of large amounts of H+ and CO2 , and as a result, net acid extruding transporters are essential for the function and survival of cancer cells. We assessed protein expression of the Na+ /H+ exchanger NHE1, the Na+ - HCO3- cotransporter NBCn1, and the lactate-H+ cotransporters MCT1 and -4 by immunohistochemical analysis of a large cohort of breast cancer samples. We found robust expression of these transporters in 20, 10, 4 and 11% of samples, respectively. NHE1 and NBCn1 expression both correlated positively with progesterone receptor status, NHE1 correlated negatively and NBCn1 positively with HER2 status, whereas MCT4 expression correlated with lymph node status. Stable shRNA-mediated knockdown (KD) of either NHE1 or NBCn1 in the MDA-MB-231 triple-negative breast cancer (TNBC) cell line significantly reduced steady-state intracellular pH (pHi ) and capacity for pHi recovery after an acid load. Importantly, KD of any of the three transporters reduced in vivo primary tumor growth of MDA-MB-231 xenografts. However, whereas KD of NBCn1 or MCT4 increased tumor-free survival and decreased in vitro proliferation rate and colony growth in soft agar, KD of NHE1 did not have these effects. Moreover, only MCT4 KD reduced Akt kinase activity, PARP and CD147 expression and cell motility. This work reveals that different types of net acid extruding transporters, NHE1, NBCn1 and MCT4, are frequently expressed in patient mammary tumor tissue and demonstrates for the first time that they promote growth of TNBC human mammary tumors in vivo via distinct but overlapping mechanisms.
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Affiliation(s)
- Anne Poder Andersen
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Jacob Samsøe-Petersen
- Biotech Research and Innovation Centre (BRIC), Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Eva Kjer Oernbo
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Ebbe Boedtkjer
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - José M A Moreira
- Section for Molecular Disease Biology, Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Marie Kveiborg
- Biotech Research and Innovation Centre (BRIC), Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Stine Falsig Pedersen
- Section for Cell Biology and Physiology, Department of Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
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14
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Kim YH, Lee JR, Hahn MJ. Regulation of inflammatory gene expression in macrophages by epithelial-stromal interaction 1 (Epsti1). Biochem Biophys Res Commun 2018; 496:778-783. [DOI: 10.1016/j.bbrc.2017.12.014] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 12/03/2017] [Indexed: 01/01/2023]
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15
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16
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Hu H, Luo ML, Desmedt C, Nabavi S, Yadegarynia S, Hong A, Konstantinopoulos PA, Gabrielson E, Hines-Boykin R, Pihan G, Yuan X, Sotiriou C, Dittmer DP, Fingeroth JD, Wulf GM. Epstein-Barr Virus Infection of Mammary Epithelial Cells Promotes Malignant Transformation. EBioMedicine 2016; 9:148-160. [PMID: 27333046 PMCID: PMC4972522 DOI: 10.1016/j.ebiom.2016.05.025] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Revised: 05/16/2016] [Accepted: 05/18/2016] [Indexed: 11/22/2022] Open
Abstract
Whether the human tumor virus, Epstein-Barr Virus (EBV), promotes breast cancer remains controversial and a potential mechanism has remained elusive. Here we show that EBV can infect primary mammary epithelial cells (MECs) that express the receptor CD21. EBV infection leads to the expansion of early MEC progenitor cells with a stem cell phenotype, activates MET signaling and enforces a differentiation block. When MECs were implanted as xenografts, EBV infection cooperated with activated Ras and accelerated the formation of breast cancer. Infection in EBV-related tumors was of a latency type II pattern, similar to nasopharyngeal carcinoma (NPC). A human gene expression signature for MECs infected with EBV, termed EBVness, was associated with high grade, estrogen-receptor-negative status, p53 mutation and poor survival. In 11/33 EBVness-positive tumors, EBV-DNA was detected by fluorescent in situ hybridization for the viral LMP1 and BXLF2 genes. In an analysis of the TCGA breast cancer data EBVness correlated with the presence of the APOBEC mutational signature. We conclude that a contribution of EBV to breast cancer etiology is plausible, through a mechanism in which EBV infection predisposes mammary epithelial cells to malignant transformation, but is no longer required once malignant transformation has occurred.
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MESH Headings
- Animals
- Cell Culture Techniques
- Cell Differentiation
- Cell Transformation, Neoplastic
- Cells, Cultured
- Cluster Analysis
- DNA, Viral/genetics
- DNA, Viral/metabolism
- Disease-Free Survival
- Epithelial Cells/cytology
- Epithelial Cells/transplantation
- Epithelial Cells/virology
- Epithelial-Mesenchymal Transition
- Herpesvirus 4, Human/genetics
- Herpesvirus 4, Human/metabolism
- Herpesvirus 4, Human/pathogenicity
- Humans
- Immunoblotting
- Immunohistochemistry
- In Situ Hybridization
- Mice
- Mice, Inbred NOD
- Mice, SCID
- Neoplasms/metabolism
- Neoplasms/mortality
- Neoplasms/pathology
- RNA Interference
- RNA, Small Interfering/metabolism
- Real-Time Polymerase Chain Reaction
- Receptors, Complement 3d/metabolism
- STAT3 Transcription Factor/metabolism
- Signal Transduction
- Survival Rate
- Transcriptome
- Transplantation, Heterologous
- Tumor Suppressor Protein p53/genetics
- Tumor Suppressor Protein p53/metabolism
- Viral Matrix Proteins/antagonists & inhibitors
- Viral Matrix Proteins/genetics
- Viral Matrix Proteins/metabolism
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Affiliation(s)
- Hai Hu
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA
| | - Man-Li Luo
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA; Breast Tumor Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou 510120, P. R. China
| | - Christine Desmedt
- Institut Jules Bordet, 121 Boulevard de Waterloolaan, Bruxelles 1000, Brussels, Belgium
| | - Sheida Nabavi
- University of Connecticut, Computer Science and Engineering, 371 Fairfield Way, Storrs, CT 06268, USA
| | - Sina Yadegarynia
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA
| | - Alex Hong
- Massachusetts Institute for Technology, Department of Biology, USA
| | | | - Edward Gabrielson
- Department of Pathology, Johns Hopkins University, 4940 Eastern Ave, Baltimore, MD 21224, USA
| | - Rebecca Hines-Boykin
- Department of Microbiology and Immunology, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - German Pihan
- Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA
| | - Xin Yuan
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA
| | - Christos Sotiriou
- Institut Jules Bordet, 121 Boulevard de Waterloolaan, Bruxelles 1000, Brussels, Belgium
| | - Dirk P Dittmer
- Department of Microbiology and Immunology, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Joyce D Fingeroth
- Department of Medicine, University of Massachusetts Medical School, 364 Plantation Street, Worcester, MA 01605, USA
| | - Gerburg M Wulf
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA.
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17
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Göttlich C, Müller LC, Kunz M, Schmitt F, Walles H, Walles T, Dandekar T, Dandekar G, Nietzer SL. A Combined 3D Tissue Engineered In Vitro/In Silico Lung Tumor Model for Predicting Drug Effectiveness in Specific Mutational Backgrounds. J Vis Exp 2016:e53885. [PMID: 27077967 DOI: 10.3791/53885] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
In the present study, we combined an in vitro 3D lung tumor model with an in silico model to optimize predictions of drug response based on a specific mutational background. The model is generated on a decellularized porcine scaffold that reproduces tissue-specific characteristics regarding extracellular matrix composition and architecture including the basement membrane. We standardized a protocol that allows artificial tumor tissue generation within 14 days including three days of drug treatment. Our article provides several detailed descriptions of 3D read-out screening techniques like the determination of the proliferation index Ki67 staining's, apoptosis from supernatants by M30-ELISA and assessment of epithelial to mesenchymal transition (EMT), which are helpful tools for evaluating the effectiveness of therapeutic compounds. We could show compared to 2D culture a reduction of proliferation in our 3D tumor model that is related to the clinical situation. Despite of this lower proliferation, the model predicted EGFR-targeted drug responses correctly according to the biomarker status as shown by comparison of the lung carcinoma cell lines HCC827 (EGFR -mutated, KRAS wild-type) and A549 (EGFR wild-type, KRAS-mutated) treated with the tyrosine-kinase inhibitor (TKI) gefitinib. To investigate drug responses of more advanced tumor cells, we induced EMT by long-term treatment with TGF-beta-1 as assessed by vimentin/pan-cytokeratin immunofluorescence staining. A flow-bioreactor was employed to adjust culture to physiological conditions, which improved tissue generation. Furthermore, we show the integration of drug responses upon gefitinib treatment or TGF-beta-1 stimulation - apoptosis, proliferation index and EMT - into a Boolean in silico model. Additionally, we explain how drug responses of tumor cells with a specific mutational background and counterstrategies against resistance can be predicted. We are confident that our 3D in vitro approach especially with its in silico expansion provides an additional value for preclinical drug testing in more realistic conditions than in 2D cell culture.
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Affiliation(s)
- Claudia Göttlich
- Department of Tissue Engineering and Regenerative Medicine (TERM), University Hospital Wuerzburg
| | - Lena C Müller
- Department of Tissue Engineering and Regenerative Medicine (TERM), University Hospital Wuerzburg
| | - Meik Kunz
- Department of Bioinformatics, University Wuerzburg
| | - Franziska Schmitt
- Department of Tissue Engineering and Regenerative Medicine (TERM), University Hospital Wuerzburg
| | - Heike Walles
- Department of Tissue Engineering and Regenerative Medicine (TERM), University Hospital Wuerzburg; Translational Center Wuerzburg, Fraunhofer Institute Interfacial Engineering and Biotechnology IGB
| | - Thorsten Walles
- Department of Cardiothoracic Surgery, University Hospital Wuerzburg
| | | | - Gudrun Dandekar
- Department of Tissue Engineering and Regenerative Medicine (TERM), University Hospital Wuerzburg; Translational Center Wuerzburg, Fraunhofer Institute Interfacial Engineering and Biotechnology IGB;
| | - Sarah L Nietzer
- Department of Tissue Engineering and Regenerative Medicine (TERM), University Hospital Wuerzburg
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18
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Drug response in organoids generated from frozen primary tumor tissues. Sci Rep 2016; 6:18889. [PMID: 26738962 PMCID: PMC4703961 DOI: 10.1038/srep18889] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Accepted: 11/27/2015] [Indexed: 11/08/2022] Open
Abstract
Primary tumor organoids grown in three-dimensional culture provide an excellent platform for studying tumor progression, invasion, and drug response. However, organoid generation protocols require fresh tumor tissue, which limits organoid research and clinical use. This study investigates cellular morphology, viability, and drug response of organoids derived from frozen tissues. The results demonstrate that viable organoids can be grown from flash-frozen and thawed tissue and from bulk tissues slowly frozen in DMSO supplemented media. While the freezing process affects the basal metabolic rate of the cells, the optical metabolic imaging index correlates between organoids derived from fresh and frozen tissue and can be used to detect drug response of organoids grown from frozen tissues. The slow, DMSO frozen tissue yielded organoids with more accurate drug response than the flash frozen tissues, and thus bulk tissue should be preserved for subsequent organoid generation by slow freezing in DMSO supplemented media.
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19
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Capdevila-Busquets E, Badiola N, Arroyo R, Alcalde V, Soler-López M, Aloy P. Breast cancer genes PSMC3IP and EPSTI1 play a role in apoptosis regulation. PLoS One 2015; 10:e0115352. [PMID: 25590583 PMCID: PMC4295872 DOI: 10.1371/journal.pone.0115352] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Accepted: 11/22/2014] [Indexed: 11/19/2022] Open
Abstract
A key element to delineate the biology of individual tumors is the regulation of apoptosis. In this work, we functionally characterize two breast cancer associated genes, the proteasome 26S subunit ATPase 3 interacting protein (PSMC3IP) and the epithelial-stromal interaction 1 (EPSTI1), to explore their potential apoptotic role in breast cancer. We first explore the existence of direct physical interactions with annotated BC-apoptotic genes. Based on the generated interaction network, we examine several apoptotic markers to determine the effect of PSMC3IP and EPSTI1 gene expression modulation in two different human breast cancer cell lines to suggest potential molecular mechanisms to unveil their role in the disease. Our results show that PSMC3IP and EPSTI1 are able to modulate the extrinsic apoptotic pathway in estrogen receptor positive and triple negative breast cancer cell lines, highlighting them as potential therapeutic targets.
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Affiliation(s)
- Eva Capdevila-Busquets
- Joint IRB-BSC-CRG Program in Computational Biology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Catalonia, Spain
| | - Nahuai Badiola
- Joint IRB-BSC-CRG Program in Computational Biology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Catalonia, Spain
| | - Rodrigo Arroyo
- Joint IRB-BSC-CRG Program in Computational Biology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Catalonia, Spain
| | - Víctor Alcalde
- Joint IRB-BSC-CRG Program in Computational Biology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Catalonia, Spain
| | - Montserrat Soler-López
- Joint IRB-BSC-CRG Program in Computational Biology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Catalonia, Spain
| | - Patrick Aloy
- Joint IRB-BSC-CRG Program in Computational Biology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Catalonia, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain
- * E-mail:
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20
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Nguyen-Ngoc KV, Shamir ER, Huebner RJ, Beck JN, Cheung KJ, Ewald AJ. 3D culture assays of murine mammary branching morphogenesis and epithelial invasion. Methods Mol Biol 2015; 1189:135-62. [PMID: 25245692 DOI: 10.1007/978-1-4939-1164-6_10] [Citation(s) in RCA: 103] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Epithelia are fundamental tissues that line cavities, glands, and outer body surfaces. We use three-dimensional (3D) embedded culture of primary murine mammary epithelial ducts, called "organoids," to recapitulate in days in culture epithelial programs that occur over weeks deep within the body. Modulating the composition of the extracellular matrix (ECM) allows us to model cell- and tissue-level behaviors observed in normal development, such as branching morphogenesis, and in cancer, such as invasion and dissemination. Here, we describe a collection of protocols for 3D culture of mammary organoids in different ECMs and for immunofluorescence staining of 3D culture samples and mammary gland tissue sections. We illustrate expected phenotypic outcomes of each assay and provide troubleshooting tips for commonly encountered technical problems.
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Affiliation(s)
- Kim-Vy Nguyen-Ngoc
- Departments of Cell Biology and Oncology, Center for Cell Dynamics, Johns Hopkins School of Medicine, 855 N. Wolfe Street, 452 Rangos Building, Baltimore, MD, 21205, USA
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21
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Li X, Zhang X, Zhao S, Wang J, Liu G, Du Y. Micro-scaffold array chip for upgrading cell-based high-throughput drug testing to 3D using benchtop equipment. LAB ON A CHIP 2014; 14:471-81. [PMID: 24287736 DOI: 10.1039/c3lc51103k] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Cell-based high throughput drug screening accelerates the pace of drug discovery which is routinely operated on planar high-density multi-well plates with sophisticated robotic liquid-dispensing systems for cell seeding and drug administration. Considerable efforts have been made to upgrade in vitro cellular models from 2D to a more biomimetic 3D configuration. For instance, in anti-cancer drug screening, tumor spheroids are increasingly applied as a gold-standard 3D model exhibiting cellular behaviors and drug responses distinguishable from the 2D counterpart. However, translation of spheroids to high throughput drug screening is challenging since pre-formation of spheroids and subsequent translocation to multi-well plates for drug testing are usually uncontrollable and time/reagent consuming and cell loss is inevitable during medium exchange for drug testing. Here we present an off-the-shelf micro-scaffold array chip which enables high throughput 3D cell culture, drug administration and quantitative in situ assays entirely on the same chip. The sponge-like micro-scaffolds functioned both as absorbents to realize parallel auto-loading of cells or drugs and as barriers to prevent cell loss during medium exchange via centrifugation. Rapid manual loading of cell suspensions or drugs into the 96 isolated micro-scaffolds on the chip was achieved in the timescale of several seconds, meanwhile with total medium consumption reduced to the order of microliters. Proof of concept demonstration of drug cytotoxicity testing was performed on multiple cancer cells using common benchtop equipment, making it accessible to most biomedical labs with basic cell culture setups. Higher cellular drug resistance was constantly obtained with this platform compared to the planar cultures, which was partially attributed to the malignant phenotype of cancer cells yielded by enhanced cell-matrix interactions in the micro-scaffolds. Interestingly, the high drug resistance of 3D cultured cells in the micro-scaffold was shown to be density-independent in contrast to the density-dependent drug response for 2D cultured cells, indicating intrinsic differences between the two culture models. This platform is expected to facilitate upgrade of the current cell-based high throughput drug testing to the 3D level and be widely applicable across various disciplines.
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Affiliation(s)
- Xiaokang Li
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China.
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22
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Li T, Lu H, Shen C, Lahiri SK, Wason MS, Mukherjee D, Yu L, Zhao J. Identification of epithelial stromal interaction 1 as a novel effector downstream of Krüppel-like factor 8 in breast cancer invasion and metastasis. Oncogene 2013; 33:4746-55. [PMID: 24096480 PMCID: PMC3979502 DOI: 10.1038/onc.2013.415] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2013] [Revised: 08/08/2013] [Accepted: 08/15/2013] [Indexed: 12/17/2022]
Abstract
Krüppel-like factor 8 (KLF8) is a transcriptional factor critical for metastatic progression of breast cancer. Epithelial stromal interaction 1 (EPSTI1), a recently identified stromal fibroblast-induced gene in non-invasive breast cancer cells is highly overexpressed in invasive breast carcinomas. The function and regulation of EPSTI1, however, remain largely unknown. In this paper, we report a novel KLF8 to EPSTI1 signaling pathway in breast cancer. Using various expression analyses, we revealed a high co-overexpression of KLF8 and EPSTI1 in invasive human breast cancer cells and patient tumors. Ectopic overexpression of KLF8 in the non-invasive, MCF-10A cells induced the EPSTI1 expression, whereas KLF8 knockdown from the invasive, MDA-MB-231 cells decreased the EPSTI1 expression. Promoter activation and binding analyses indicated that KLF8 promoted the EPSTI1 expression by directly acting on the EPSTI1 gene promoter. EPSTI1 knockdown dramatically reduced the KLF8-promoted MCF-10A cell invasion and ectopic expression of EPSTI1 in the non-invasive, MCF-7 cells is sufficient to induce the cell invasion. Experiments using nude mice demonstrated that the ectopic EPSTI1 granted the MCF-7 cells capability of both invasive growth in the breasts and metastasis to the lungs. Using co-immunoprecipitation coupled with mass spectrometry, we discovered that EPSTI1 interacts with the valosin containing protein (VCP), resulting in the degradation of IκBα and subsequent activation of NF-κB in the nucleus. These findings suggest a novel KLF8 to EPSTI1 to VCP to NF-κB signaling mechanism potentially critical for breast cancer invasion and metastasis.
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Affiliation(s)
- T Li
- Burnett School of Biomedical Sciences, University of Central Florida College of Medicine, Orlando, FL, USA
| | - H Lu
- Burnett School of Biomedical Sciences, University of Central Florida College of Medicine, Orlando, FL, USA
| | - C Shen
- Burnett School of Biomedical Sciences, University of Central Florida College of Medicine, Orlando, FL, USA
| | - S K Lahiri
- Burnett School of Biomedical Sciences, University of Central Florida College of Medicine, Orlando, FL, USA
| | - M S Wason
- Burnett School of Biomedical Sciences, University of Central Florida College of Medicine, Orlando, FL, USA
| | - D Mukherjee
- Burnett School of Biomedical Sciences, University of Central Florida College of Medicine, Orlando, FL, USA
| | - L Yu
- Burnett School of Biomedical Sciences, University of Central Florida College of Medicine, Orlando, FL, USA
| | - J Zhao
- Burnett School of Biomedical Sciences, University of Central Florida College of Medicine, Orlando, FL, USA
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23
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Bergthorsson JT, Magnusson MK, Gudjonsson T. Endothelial-rich microenvironment supports growth and branching morphogenesis of prostate epithelial cells. Prostate 2013; 73:884-96. [PMID: 23280591 DOI: 10.1002/pros.22634] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2012] [Accepted: 12/03/2012] [Indexed: 01/18/2023]
Abstract
BACKGROUND Development of epithelial organs depends on interaction between the epithelium and the underlying mesenchyme including the vasculature. The aim of this study was to explore the morphogenic effect of endothelial cells on prostate epithelial cell lines in 3D culture and to establish an in vitro model for prostate branching morphogenesis. METHODS A panel of eleven cell lines originating in normal or malignant prostate and primary prostate epithelial cells were cultured in reconstituted basement membrane (rBM) matrix with or without non-proliferating but metabolically active endothelial cells. Morphogenesis was evaluated by phase contrast microscopy and further characterized by immunocyto/histocemistry and confocal microscopy. RESULTS Endothelial cells induced clonogenic potential of most prostate cell lines and formation of branching and mesenchymal-like colonies. One of the normal-derived cell lines in the panel (PZ-HPV-7) displayed unique properties in rBM culture by forming large and complex branching structures resembling the ductal architecture of the prostate. This ability was highly dependent on epithelial seeding density and soluble factors derived from the endothelial cells. High seeding density suppressed branching of PZ-HPV-7 but survival was compromised at low density in the absence of endothelium. CONCLUSIONS We have generated an endothelial-based clonogenic assay to study prostate epithelial morphogenesis in three-dimensional context. This assay will be important tool to study prostate epithelial-endothelial interactions in 3D context and open up possibilities to study molecular regulation of prostate morphogenesis and cancer progression.
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Affiliation(s)
- Jon Thor Bergthorsson
- Stem Cell Research Unit, Biomedical Center, School of Health Sciences, University of Iceland, Reykjavik, Iceland.
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24
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Park CC, Georgescu W, Polyzos A, Pham C, Ahmed KM, Zhang H, Costes SV. Rapid and automated multidimensional fluorescence microscopy profiling of 3D human breast cultures. Integr Biol (Camb) 2013; 5:681-91. [PMID: 23407655 DOI: 10.1039/c3ib20275e] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Three-dimensional (3D) tissue culture provides a physiologically relevant microenvironment for distinguishing malignant from non-malignant breast cell phenotypes. 3D culture assays can also be used to test novel cancer therapies and predict a differential response to radiation between normal and malignant cells in vivo. However, biological measurements in such complex models are difficult to quantify and current approaches do not allow for in-depth multifaceted assessment of individual colonies or unique sub-populations within the entire culture. This is in part due to the limitations of imaging at a range of depths in 3D culture resulting from optical aberrations and intensity attenuation. Here, we address these limitations by combining sample smearing techniques with high-throughput 2D imaging algorithms to accurately and rapidly quantify imaging features acquired from 3D cultures. Multiple high resolution imaging features especially designed to characterize 3D cultures show that non-malignant human breast cells surviving large doses of ionizing radiation acquire a "swelled acinar" phenotype with fewer and larger nuclei, loss of cell connectivity and diffused basement membrane. When integrating these imaging features into hierarchical clustering classification, we could also identify subpopulations of phenotypes from individual human tumor colonies treated with ionizing radiation or/and integrin inhibitors. Such tools have therefore the potential to further characterize cell culture populations after cancer treatment and identify novel phenotypes of resistance.
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Affiliation(s)
- Catherine C Park
- Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
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25
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Vidi PA, Bissell MJ, Lelièvre SA. Three-dimensional culture of human breast epithelial cells: the how and the why. Methods Mol Biol 2013; 945:193-219. [PMID: 23097109 DOI: 10.1007/978-1-62703-125-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Organs are made of the organized assembly of different cell types that contribute to the architecture necessary for functional differentiation. In those with exocrine function, such as the breast, cell-cell and cell-extracellular matrix (ECM) interactions establish mechanistic constraints and a complex biochemical signaling network essential for differentiation and homeostasis of the glandular epithelium. Such knowledge has been elegantly acquired for the mammary gland by placing epithelial cells under three-dimensional (3D) culture conditions.Three-dimensional cell culture aims at recapitulating normal and pathological tissue architectures, hence providing physiologically relevant models to study normal development and disease. The specific architecture of the breast epithelium consists of glandular structures (acini) connected to a branched ductal system. A single layer of basoapically polarized luminal cells delineates ductal or acinar lumena at the apical pole. Luminal cells make contact with myoepithelial cells and, in certain areas at the basal pole, also with basement membrane (BM) components. In this chapter, we describe how this exquisite organization as well as stages of disorganization pertaining to cancer progression can be reproduced in 3D cultures. Advantages and limitations of different culture settings are discussed. Technical designs for induction of phenotypic modulations, biochemical analyses, and state-of-the-art imaging are presented. We also explain how signaling is regulated differently in 3D cultures compared to traditional two-dimensional (2D) cultures. We believe that using 3D cultures is an indispensable method to unravel the intricacies of human mammary functions and would best serve the fight against breast cancer.
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Affiliation(s)
- Pierre-Alexandre Vidi
- Department of Basic Medical Sciences and Center for Cancer Research, Purdue University, West Lafayette, IN, USA
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26
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Kloxin AM, Lewis KJR, DeForest CA, Seedorf G, Tibbitt MW, Balasubramaniam V, Anseth KS. Responsive culture platform to examine the influence of microenvironmental geometry on cell function in 3D. Integr Biol (Camb) 2012; 4:1540-9. [PMID: 23138879 PMCID: PMC3928973 DOI: 10.1039/c2ib20212c] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
We describe the development of a well-based cell culture platform that enables experimenters to control the geometry and connectivity of cellular microenvironments spatiotemporally. The base material is a hydrogel comprised of photolabile and enzyme-labile crosslinks and pendant cell adhesion sequences, enabling spatially-specific, in situ patterning with light and cell-dictated microenvironment remodeling through enzyme secretion. Arrays of culture wells of varying shape and size were patterned into the hydrogel surface using photolithography, where well depth was correlated with irradiation dose. The geometry of these devices can be subsequently modified through sequential patterning, while simultaneously monitoring changes in cell geometry and connectivity. Towards establishing the utility of these devices for dynamic evaluation of the influence of physical cues on tissue morphogenesis, the effect of well shape on lung epithelial cell differentiation (i.e., primary mouse alveolar type II cells, ATII cells) was assessed. Shapes inspired by alveoli were degraded into hydrogel surfaces. ATII cells were seeded within the well-based arrays and encapsulated by the addition of a top hydrogel layer. Cell differentiation in response to these geometries was characterized over 7 days of culture with immunocytochemistry (surfactant protein C, ATII; T1α protein, alveolar type I (ATI) differentiated epithelial cells) and confocal image analysis. Individual cell clusters were further connected by eroding channels between wells during culture via controlled two-photon irradiation. Collectively, these studies demonstrate the development and utility of responsive hydrogel culture devices to study how a range of microenvironment geometries of evolving shape and connectivity might influence or direct cell function.
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Affiliation(s)
- April M. Kloxin
- Chemical and Biological Engineering, University of Colorado, Boulder, CO. Tel: (303)-735–5336
| | - Katherine J. R. Lewis
- Chemical and Biological Engineering, University of Colorado, Boulder, CO. Tel: (303)-735–5336
| | - Cole A. DeForest
- Chemical and Biological Engineering, University of Colorado, Boulder, CO. Tel: (303)-735–5336
| | - Gregory Seedorf
- Pediatric Heart Lung Center Laboratory, University of Colorado, Denver, CO
| | - Mark W. Tibbitt
- Chemical and Biological Engineering, University of Colorado, Boulder, CO. Tel: (303)-735–5336
| | | | - Kristi S. Anseth
- Chemical and Biological Engineering, University of Colorado, Boulder, CO. Tel: (303)-735–5336
- Howard Hughes Medical Institute, University of Colorado, Boulder, CO
- BioFrontiers Institute, University of Colorado, Boulder, CO
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27
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Nguyen-Ngoc KV, Cheung KJ, Brenot A, Shamir ER, Gray RS, Hines WC, Yaswen P, Werb Z, Ewald AJ. ECM microenvironment regulates collective migration and local dissemination in normal and malignant mammary epithelium. Proc Natl Acad Sci U S A 2012; 109:E2595-604. [PMID: 22923691 PMCID: PMC3465416 DOI: 10.1073/pnas.1212834109] [Citation(s) in RCA: 320] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Breast cancer progression involves genetic changes and changes in the extracellular matrix (ECM). To test the importance of the ECM in tumor cell dissemination, we cultured epithelium from primary human breast carcinomas in different ECM gels. We used basement membrane gels to model the normal microenvironment and collagen I to model the stromal ECM. In basement membrane gels, malignant epithelium either was indolent or grew collectively, without protrusions. In collagen I, epithelium from the same tumor invaded with protrusions and disseminated cells. Importantly, collagen I induced a similar initial response of protrusions and dissemination in both normal and malignant mammary epithelium. However, dissemination of normal cells into collagen I was transient and ceased as laminin 111 localized to the basal surface, whereas dissemination of carcinoma cells was sustained throughout culture, and laminin 111 was not detected. Despite the large impact of ECM on migration strategy, transcriptome analysis of our 3D cultures revealed few ECM-dependent changes in RNA expression. However, we observed many differences between normal and malignant epithelium, including reduced expression of cell-adhesion genes in tumors. Therefore, we tested whether deletion of an adhesion gene could induce sustained dissemination of nontransformed cells into collagen I. We found that deletion of P-cadherin was sufficient for sustained dissemination, but exclusively into collagen I. Our data reveal that metastatic tumors preferentially disseminate in specific ECM microenvironments. Furthermore, these data suggest that breaks in the basement membrane could induce invasion and dissemination via the resulting direct contact between cancer cells and collagen I.
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Affiliation(s)
- Kim-Vy Nguyen-Ngoc
- Departments of Cell Biology and
- Oncology, Center for Cell Dynamics, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Kevin J. Cheung
- Departments of Cell Biology and
- Oncology, Center for Cell Dynamics, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Audrey Brenot
- Department of Anatomy, University of California, San Francisco, CA 94143; and
| | - Eliah R. Shamir
- Departments of Cell Biology and
- Oncology, Center for Cell Dynamics, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Ryan S. Gray
- Departments of Cell Biology and
- Oncology, Center for Cell Dynamics, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - William C. Hines
- Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
| | - Paul Yaswen
- Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
| | - Zena Werb
- Department of Anatomy, University of California, San Francisco, CA 94143; and
| | - Andrew J. Ewald
- Departments of Cell Biology and
- Oncology, Center for Cell Dynamics, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
- Department of Anatomy, University of California, San Francisco, CA 94143; and
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28
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Issues to be considered when studying cancer in vitro. Crit Rev Oncol Hematol 2012; 85:95-111. [PMID: 22823950 DOI: 10.1016/j.critrevonc.2012.06.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2012] [Revised: 05/31/2012] [Accepted: 06/27/2012] [Indexed: 01/17/2023] Open
Abstract
Various cancer treatment approaches have shown promising results when tested preclinically. The results of clinical trials, however, are often disappointing. While searching for the reasons responsible for their failures, the relevance of experimental and preclinical models has to be taken into account. Possible factors that should be considered, including cell modifications during in vitro cultivation, lack of both the relevant interactions and the structural context in vitro have been summarized in the present review.
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Håkanson M, Kobel S, Lutolf MP, Textor M, Cukierman E, Charnley M. Controlled breast cancer microarrays for the deconvolution of cellular multilayering and density effects upon drug responses. PLoS One 2012; 7:e40141. [PMID: 22792141 PMCID: PMC3387021 DOI: 10.1371/journal.pone.0040141] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2011] [Accepted: 06/04/2012] [Indexed: 12/31/2022] Open
Abstract
Background Increasing evidence shows that the cancer microenvironment affects both tumorigenesis and the response of cancer to drug treatment. Therefore in vitro models that selectively reflect characteristics of the in vivo environment are greatly needed. Current methods allow us to screen the effect of extrinsic parameters such as matrix composition and to model the complex and three-dimensional (3D) cancer environment. However, 3D models that reflect characteristics of the in vivo environment are typically too complex and do not allow the separation of discrete extrinsic parameters. Methodology/Principal Findings In this study we used a poly(ethylene glycol) (PEG) hydrogel-based microwell array to model breast cancer cell behavior in multilayer cell clusters that allows a rigorous control of the environment. The innovative array fabrication enables different matrix proteins to be integrated into the bottom surface of microwells. Thereby, extrinsic parameters including dimensionality, type of matrix coating and the extent of cell-cell adhesion could be independently studied. Our results suggest that cell to matrix interactions and increased cell-cell adhesion, at high cell density, induce independent effects on the response to Taxol in multilayer breast cancer cell clusters. In addition, comparing the levels of apoptosis and proliferation revealed that drug resistance mediated by cell-cell adhesion can be related to altered cell cycle regulation. Conversely, the matrix-dependent response to Taxol did not correlate with proliferation changes suggesting that cell death inhibition may be responsible for this effect. Conclusions/Significance The application of the PEG hydrogel platform provided novel insight into the independent role of extrinsic parameters controlling drug response. The presented platform may not only become a useful tool for basic research related to the role of the cancer microenvironment but could also serve as a complementary platform for in vitro drug development.
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Affiliation(s)
- Maria Håkanson
- BioInterface Group, Laboratory for Surface Science and Technology, ETH Zurich, Zurich, Switzerland
| | - Stefan Kobel
- Laboratory of Stem Cell Bioengineering, EPF Lausanne, Lausanne, Switzerland
| | - Matthias P. Lutolf
- Laboratory of Stem Cell Bioengineering, EPF Lausanne, Lausanne, Switzerland
| | - Marcus Textor
- BioInterface Group, Laboratory for Surface Science and Technology, ETH Zurich, Zurich, Switzerland
| | - Edna Cukierman
- Cancer Biology Program, Fox Chase Cancer Center, Philadelphia, USA
- * E-mail: (EC); (MC)
| | - Mirren Charnley
- BioInterface Group, Laboratory for Surface Science and Technology, ETH Zurich, Zurich, Switzerland
- * E-mail: (EC); (MC)
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30
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Vidi PA, Chandramouly G, Gray M, Wang L, Liu E, Kim JJ, Roukos V, Bissell MJ, Moghe PV, Lelièvre SA. Interconnected contribution of tissue morphogenesis and the nuclear protein NuMA to the DNA damage response. J Cell Sci 2012; 125:350-61. [PMID: 22331358 DOI: 10.1242/jcs.089177] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Epithelial tissue morphogenesis is accompanied by the formation of a polarity axis--a feature of tissue architecture that is initiated by the binding of integrins to the basement membrane. Polarity plays a crucial role in tissue homeostasis, preserving differentiation, cell survival and resistance to chemotherapeutic drugs among others. An important aspect in the maintenance of tissue homeostasis is genome integrity. As normal tissues frequently experience DNA double-strand breaks (DSBs), we asked how tissue architecture might participate in the DNA damage response. Using 3D culture models that mimic mammary glandular morphogenesis and tumor formation, we show that DSB repair activity is higher in basally polarized tissues, regardless of the malignant status of cells, and is controlled by hemidesmosomal integrin signaling. In the absence of glandular morphogenesis, in 2D flat monolayer cultures, basal polarity does not affect DNA repair activity but enhances H2AX phosphorylation, an early chromatin response to DNA damage. The nuclear mitotic apparatus protein 1 (NuMA), which controls breast glandular morphogenesis by acting on the organization of chromatin, displays a polarity-dependent pattern and redistributes in the cell nucleus of basally polarized cells upon the induction of DSBs. This is shown using high-content analysis of nuclear morphometric descriptors. Furthermore, silencing NuMA impairs H2AX phosphorylation--thus, tissue polarity and NuMA cooperate to maintain genome integrity.
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Affiliation(s)
- Pierre-Alexandre Vidi
- Department of Basic Medical Sciences, Purdue University, West Lafayette, IN 47907, USA.
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31
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Moin K, Sameni M, Victor BC, Rothberg JM, Mattingly RR, Sloane BF. 3D/4D functional imaging of tumor-associated proteolysis: impact of microenvironment. Methods Enzymol 2012; 506:175-94. [PMID: 22341225 PMCID: PMC3845223 DOI: 10.1016/b978-0-12-391856-7.00034-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Proteases play causal roles in many aspects of the aggressive phenotype of tumors, yet many of the implicated proteases originate from tumor-associated cells or from responses of tumor cells to interactions with other cells. Therefore, to obtain a comprehensive view of tumor proteases, we need to be able to assess proteolysis in tumors that are interacting with their microenvironment. As this is difficult to do in vivo, we have developed functional live-cell optical imaging assays and 3D and 4D (i.e., 3D over time) coculture models. We present here a description of the probes used to measure proteolysis and protease activities, the methods used for imaging and analysis of proteolysis and the 3D and 4D models used in our laboratory. Of course, all assays have limitations; however, we suggest that the techniques discussed here will, with attention to their limitations, be useful as a screen for drugs to target the invasive phenotype of tumors.
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Affiliation(s)
- Kamiar Moin
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, Michigan, USA
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32
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Vidi PA, Bissell MJ, Lelièvre SA. Three-dimensional culture of human breast epithelial cells: the how and the why. Methods Mol Biol 2012; 945:193-219. [PMID: 23097109 DOI: 10.1007/978-1-62703-125-7_13] [Citation(s) in RCA: 124] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Organs are made of the organized assembly of different cell types that contribute to the architecture necessary for functional differentiation. In those with exocrine function, such as the breast, cell-cell and cell-extracellular matrix (ECM) interactions establish mechanistic constraints and a complex biochemical signaling network essential for differentiation and homeostasis of the glandular epithelium. Such knowledge has been elegantly acquired for the mammary gland by placing epithelial cells under three-dimensional (3D) culture conditions.Three-dimensional cell culture aims at recapitulating normal and pathological tissue architectures, hence providing physiologically relevant models to study normal development and disease. The specific architecture of the breast epithelium consists of glandular structures (acini) connected to a branched ductal system. A single layer of basoapically polarized luminal cells delineates ductal or acinar lumena at the apical pole. Luminal cells make contact with myoepithelial cells and, in certain areas at the basal pole, also with basement membrane (BM) components. In this chapter, we describe how this exquisite organization as well as stages of disorganization pertaining to cancer progression can be reproduced in 3D cultures. Advantages and limitations of different culture settings are discussed. Technical designs for induction of phenotypic modulations, biochemical analyses, and state-of-the-art imaging are presented. We also explain how signaling is regulated differently in 3D cultures compared to traditional two-dimensional (2D) cultures. We believe that using 3D cultures is an indispensable method to unravel the intricacies of human mammary functions and would best serve the fight against breast cancer.
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Affiliation(s)
- Pierre-Alexandre Vidi
- Department of Basic Medical Sciences and Center for Cancer Research, Purdue University, West Lafayette, IN, USA
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33
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Kaur P, Ward B, Saha B, Young L, Groshen S, Techy G, Lu Y, Atkinson R, Taylor CR, Ingram M, Imam SA. Human breast cancer histoid: an in vitro 3-dimensional co-culture model that mimics breast cancer tissue. J Histochem Cytochem 2011; 59:1087-100. [PMID: 22034518 DOI: 10.1369/0022155411423680] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Progress in our understanding of heterotypic cellular interaction in the tumor microenvironment, which is recognized to play major roles in cancer progression, has been hampered due to unavailability of an appropriate in vitro co-culture model. The aim of this study was to generate an in vitro 3-dimensional human breast cancer model, which consists of cancer cells and fibroblasts. Breast cancer cells (UACC-893) and fibroblasts at various densities were co-cultured in a rotating suspension culture system to establish co-culture parameters. Subsequently, UACC-893, BT.20, or MDA.MB.453 were co-cultured with fibroblasts for 9 days. Co-cultures resulted in the generation of breast cancer histoid (BCH) with cancer cells showing the invasion of fibroblast spheroids, which were visualized by immunohistochemical (IHC) staining of sections (4 µm thick) of BCH. A reproducible quantitative expression of C-erbB.2 was detected in UACC-893 cancer cells in BCH sections by IHC staining and the Automated Cellular Imaging System. BCH sections also consistently exhibited qualitative expression of pancytokeratins, p53, Ki-67, or E-cadherin in cancer cells and that of vimentin or GSTPi in fibroblasts, fibronectin in the basement membrane and collagen IV in the extracellular matrix. The expression of the protein analytes and cellular architecture of BCH were markedly similar to those of breast cancer tissue.
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Affiliation(s)
- Pavinder Kaur
- Molecular Pathology Program, Huntington Medical Research Institutes, Pasadena, California 91101, USA
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34
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Gabrovska PN, Smith RA, Tiang T, Weinstein SR, Haupt LM, Griffiths LR. Development of an eight gene expression profile implicating human breast tumours of all grade. Mol Biol Rep 2011; 39:3879-92. [PMID: 21766182 DOI: 10.1007/s11033-011-1167-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2011] [Accepted: 06/30/2011] [Indexed: 10/18/2022]
Abstract
The goal of improving systemic treatment of breast cancers is to evolve from treating every patient with non-specific cytotoxic chemotherapy/hormonal therapy, to a more individually-tailored direct treatment. Although anatomic staging and histological grade are important prognostic factors, they often fail to predict the clinical course of this disease. This study aimed to develop a gene expression profile associated with breast cancers of differing grades. We extracted mRNA from FFPE archival breast IDC tissue samples (Grades I-III), including benign tumours. Affymetrix GeneChip(®) Human Genome U133 Plus 2.0 Arrays were used to determine gene expression profiles and validated by Q-PCR. IHC was used to detect the AXIN2 protein in all tissues. From the array data, an independent group t-test revealed that 178 genes were significantly (P ≤ 0.01) differentially expressed between three grades of malignant breast tumours when compared to benign tissues. From these results, eight genes were significantly differentially expressed in more than one comparison group and are involved in processes implicated in breast cancer development and/or progression. The two most implicated candidates genes were CLD10 and ESPTI1 as their gene expression profile from the microarray analysis was replicated in Q-PCR analyses of the original tumour samples as well as in an extended population. The IHC revealed a significant association between AXIN2 protein expression and ER status. It is readily acknowledged and established that significant differences exist in gene expression between different cancer grades. Expansion of this approach may lead to an improved ability to discriminate between cancer grade and other pathological factors.
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Affiliation(s)
- P N Gabrovska
- Genomics Research Centre, Griffith Health Institute, Griffith University, Gold Coast Campus, Parklands Drive, Southport, QLD, 4222, Australia
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35
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Nolte DD, An R, Turek J, Jeong K. Tissue dynamics spectroscopy for three-dimensional tissue-based drug screening. ACTA ACUST UNITED AC 2011; 16:431-42. [PMID: 22093300 DOI: 10.1016/j.jala.2011.05.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2011] [Indexed: 12/16/2022]
Abstract
Tissue dynamics spectroscopy combines dynamic light scattering with short-coherence digital holography to capture intracellular motion inside multicellular tumor spheroid tissue models. The cellular mechanical activity becomes an endogenous imaging contrast agent for motility contrast imaging. Fluctuation spectroscopy is performed on dynamic speckle from the proliferating shell and hypoxic core to generate drug-response spectrograms that are frequency versus time representations of the changes in spectral content induced by an applied compound or an environmental perturbation. A combination of 28 reference compounds and conditions applied to rat osteogenic UMR-106 spheroids generated spectrograms that were crosscorrelated in a similarity matrix used for unsupervised hierarchical clustering of similar compound responses. This work establishes the feasibility of tissue dynamics spectroscopy for three-dimensional tissue-based phenotypic profiling of drug response as a fully endogenous probe of the response of tissue to reference compounds.
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Affiliation(s)
- David D Nolte
- Department of Physics, Purdue University, West Lafayette, IN 47907, USA.
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36
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Dolznig H, Rupp C, Puri C, Haslinger C, Schweifer N, Wieser E, Kerjaschki D, Garin-Chesa P. Modeling colon adenocarcinomas in vitro a 3D co-culture system induces cancer-relevant pathways upon tumor cell and stromal fibroblast interaction. THE AMERICAN JOURNAL OF PATHOLOGY 2011; 179:487-501. [PMID: 21703426 DOI: 10.1016/j.ajpath.2011.03.015] [Citation(s) in RCA: 106] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2010] [Revised: 03/02/2011] [Accepted: 03/29/2011] [Indexed: 12/27/2022]
Abstract
Activated tumor stroma participates in tumor cell growth, invasion, and metastasis. Normal fibroblasts and cancer-associated fibroblasts (CAFs) have been shown to display distinct gene expression signatures. This molecular heterogeneity may influence the way tumor cells migrate, proliferate, and survive during tumor progression. To test this hypothesis and to better understand the molecular mechanisms that control these interactions, we established a three-dimensional (3D) human cell culture system that recapitulates the tumor heterogeneity observed in vivo. Human colon tumor cells were grown as multicellular spheroids and subsequently co-cultured with normal fibroblasts or CAFs in collagen I gels. This in vitro model system closely mirrors the architecture of human epithelial cancers and allows the characterization of the tumor cell-stroma interactions phenotypically and at the molecular level. Using GeneChip analysis, antibody arrays, and enzyme-linked immunosorbent assays, we demonstrate that the interaction of colon cancer cells with stromal fibroblasts induced different highly relevant cancer expression profiles. Genes involved in invasion, extracellular matrix remodeling, inflammation, and angiogenesis were differentially regulated in our 3D carcinoma model. The modular setup, reproducibility, and robustness of the model make it a powerful tool to identify target molecules involved in signaling pathways that mediate paracrine interactions in the tumor microenvironment and to validate the influence of these molecular targets during tumor growth and invasion in the supporting stroma.
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Affiliation(s)
- Helmut Dolznig
- Institute of Pathology, Medical University of Vienna, Vienna, Austria.
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37
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Jeanes AI, Maya-Mendoza A, Streuli CH. Cellular microenvironment influences the ability of mammary epithelia to undergo cell cycle. PLoS One 2011; 6:e18144. [PMID: 21479230 PMCID: PMC3066216 DOI: 10.1371/journal.pone.0018144] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2010] [Accepted: 02/25/2011] [Indexed: 12/11/2022] Open
Abstract
The use of cell culture models is a principal and fundamental technology used in
understanding how mammalian cells work. However, for some cell types such as
mammary epithelia, the lines selected for extended culture are often transformed
or have chromosomal abnormalities, while primary cultures have such a curtailed
lifespan that their use is restricted. For example, mammary luminal epithelial
cells (MECs) are used to study mechanisms of breast cancer, but the
proliferation of primary cell cultures is highly limited. Here we describe the
establishment of a new culture system to allow extended analysis of cultures of
primary mouse MECs. In 2D monolayer culture, primary MECs showed a burst of
proliferation 2–3 days post isolation, after which cell cycle decreased
substantially. Addition of mammary epithelial growth factors, such as Epidermal
Growth Factor, Fibroblast Growth Factor-2, Hepatocyte Growth Factor, and
Receptor Activator for Nuclear Factor κB Ligand, or extracellular matrix
proteins did not maintain their proliferation potential, neither did replating
the cells to increase the mitogenic response. However, culturing MECs directly
after tissue extraction in a 3D microenvironment consisting of basement membrane
proteins, extended the time in culture in which the cells could proliferate. Our
data reveal that the cellular microenvironment has profound effects on the
proliferative properties of the mammary epithelia and is dominant over growth
factors. Moreover, manipulating the cellular environment using this novel method
can maintain the proliferative potential of primary MECs, thus enabling cell
cycle to be studied as an endpoint after gene transfer or gene deletion
experiments.
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Affiliation(s)
- Alexa I Jeanes
- Wellcome Trust Centre for Cell-Matrix Research, Faculty of Life Sciences, University of Manchester, Manchester, United Kingdom
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Grafton MMG, Wang L, Vidi PA, Leary J, Lelièvre SA. Breast on-a-chip: mimicry of the channeling system of the breast for development of theranostics. Integr Biol (Camb) 2011; 3:451-9. [PMID: 21234506 DOI: 10.1039/c0ib00132e] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Improved detection and therapy of breast neoplasia might benefit from nanodevices traveling inside mammary ducts. However, the decreasing size of branched mammary ducts prevents access to remote areas of the ductal system using a pressure-driven fluid-based approach. Magnetic field guidance of superparamagnetic submicron particles (SMPs) in a stationary fluid might provide a possible alternative but it is critical to first reproduce the breast ductal system to assess the use of such devices for future therapeutic & diagnostic ("theranostic") purposes. Here we describe the engineering of a portion of a breast ductal system using polydimethylsiloxane (PDMS) microfluidic channels with a total volume of 0.09 μl. A magnet was used to move superparamagnetic/fluorescent SMPs through a static fluid inside the microchannels. Non-neoplastic mammary epithelial S1 cells developed basoapical polarity as a flat monolayer on the PDMS surface when cultured in the presence of laminin 111, and incubation with SMPs did not result in detectable toxicity. Cells could not withstand the fluid pressure if microinjected directly in completed channels. Whereas, they readily covered laminin 111-coated PDMS surfaces when cultured in U-shaped "hemichannels" before completing the channels. This breast-on-chip model represents a critical step towards the mimicry of the tree-like ductal system of the breast for further testing and targeting of SMPs.
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Affiliation(s)
- Meggie M G Grafton
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907-2026, USA
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McCave EJ, Cass CAP, Burg KJL, Booth BW. The normal microenvironment directs mammary gland development. J Mammary Gland Biol Neoplasia 2010; 15:291-9. [PMID: 20824492 DOI: 10.1007/s10911-010-9190-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2010] [Accepted: 08/23/2010] [Indexed: 11/29/2022] Open
Abstract
Normal development of the mammary gland is a multidimensional process that is controlled in part by its mammary microenvironment. The mammary microenvironment is a defined location that encompasses mammary somatic stem cells, neighboring signaling cells, the basement membrane and extracellular matrix, mammary fibroblasts as well as the intercellular signals produced and received by these cells. These dynamic signals take numerous forms including growth factors, steroids, cell-cell or cell-basement membrane physical interactions. Cellular growth and differentiation of the mammary gland throughout the developmental stages are regulated by changes in these signals and interactions. The purpose of this review is to summarize current information and research regarding the role of the mammary microenvironment during normal glandular development.
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Affiliation(s)
- Erin J McCave
- Department of Bioengineering, Clemson University, Clemson, SC 29634, USA
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Wu Y, Guo X, Brandt Y, Hathaway HJ, Hartley RS. Three-dimensional collagen represses cyclin E1 via β1 integrin in invasive breast cancer cells. Breast Cancer Res Treat 2010; 127:397-406. [PMID: 20607601 DOI: 10.1007/s10549-010-1013-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2009] [Accepted: 06/22/2010] [Indexed: 12/31/2022]
Abstract
The behavior of breast epithelial cells is influenced by their microenvironment which includes stromal cells and extracellular matrix (ECM). During cancer progression, the tissue microenvironment fails to control proliferation and differentiation, resulting in uncontrolled growth and invasion. Upon invasion, the ECM encountered by breast cancer cells changes from primarily laminin and collagen IV to primarily collagen I. We show here that culturing invasive breast cancer cells in 3-dimensional (3D) collagen I inhibits proliferation through direct regulation of cyclin E1, a G(1)/S regulator that is overexpressed in breast cancer. When the breast cancer cell line MDA-MB-231 was cultured within 3D collagen I gels, the G(1)/S transition was inhibited as compared to cells cultured on conventional 2D collagen or plastic dishes. Cells in 3D collagen downregulated cyclin E1 protein and mRNA, with no change in cyclin D1 level. Cyclin D1 was primarily cytoplasmic in 3D cultures, and this was accompanied by decreased phosphorylation of Rb, a nuclear target for both cyclin E1- and cyclin D1-associated kinases. Positive regulators of cyclin E1 expression, the transcription factor c-Myc and cold-inducible RNA binding protein (CIRP), were decreased in 3D collagen cultures, while the collagen I receptor β1 integrin was greatly increased. Inhibition of β1 integrin function rescued proliferation and cyclin E1 expression as well as c-Myc expression and Rb phosphorylation, but cyclin D1 remained cytoplasmic. We conclude that cyclin E1 is repressed independent of effects on cyclin D1 in a 3D collagen environment and dependent on β1 integrin interaction with collagen I, reducing proliferation of invasive breast cancer cells.
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Affiliation(s)
- Yuehan Wu
- Department of Cell Biology and Physiology, University of New Mexico Health Sciences Center,, Albuquerque, NM 87131-0001, USA
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Sharma SV, Haber DA, Settleman J. Cell line-based platforms to evaluate the therapeutic efficacy of candidate anticancer agents. Nat Rev Cancer 2010; 10:241-53. [PMID: 20300105 DOI: 10.1038/nrc2820] [Citation(s) in RCA: 407] [Impact Index Per Article: 29.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Efforts to discover new cancer drugs and predict their clinical activity are limited by the fact that laboratory models to test drug efficacy do not faithfully recapitulate this complex disease. One important model system for evaluating candidate anticancer agents is human tumour-derived cell lines. Although cultured cancer cells can exhibit distinct properties compared with their naturally growing counterparts, recent technologies that facilitate the parallel analysis of large panels of such lines, together with genomic technologies that define their genetic constitution, have revitalized efforts to use cancer cell lines to assess the clinical utility of new investigational cancer drugs and to discover predictive biomarkers.
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Affiliation(s)
- Sreenath V Sharma
- Center for Molecular Therapeutics, Massachusetts General Hospital Cancer Center and Harvard Medical School, 149 13th Street, Charlestown, MA 02129, USA
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Fujita H, Ohuchida K, Mizumoto K, Egami T, Miyoshi K, Moriyama T, Cui L, Yu J, Zhao M, Manabe T, Tanaka M. Tumor-stromal interactions with direct cell contacts enhance proliferation of human pancreatic carcinoma cells. Cancer Sci 2009; 100:2309-17. [PMID: 19735487 PMCID: PMC11159841 DOI: 10.1111/j.1349-7006.2009.01317.x] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Pancreatic ductal adenocarcinoma is often characterized by an abundant desmoplastic stroma that is partially induced by activated pancreatic stellate cells (PSCs). Indirect co-culture has often been used to investigate the effects of cancer-stromal interactions on the proliferation of cancer cells, but the effects of cell-cell adhesion and juxtacrine signaling between cancer and stromal cells cannot be evaluated using this method. This study aimed to establish a simplified direct co-culture system that could be used to quantify populations of cancer cells in co-culture with PSCs, and to evaluate the effects of direct cell contact on the proliferation of cancer cells. We established three green fluorescent protein (GFP)-expressing pancreatic cancer cell lines and were able to quantify them with high reliability and reproducibility, even when co-cultured directly with PSCs, using a color plate reader. We assessed the differential effects of direct and indirect co-culture with PSCs on the proliferation of cancer cells, and found that the proliferation of GFP-expressing pancreatic cancer cell lines was dramatically enhanced by direct co-culture with PSCs, compared with the indirect co-culture system. We also found that direct co-culture of cancer cells and PSCs activated the Notch signaling pathway in both cell types. Direct cell contact between cancer cells and PSCs plays an important role in the control of cancer cell proliferation, and is essential to the understanding of tumor-stromal interactions.
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Affiliation(s)
- Hayato Fujita
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
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Lott ST, Chen N, Chandler DS, Yang Q, Wang L, Rodriguez M, Xie H, Balasenthil S, Buchholz TA, Sahin AA, Chaung K, Zhang B, Olufemi SE, Chen J, Adams H, Band V, El-Naggar AK, Frazier ML, Keyomarsi K, Hunt KK, Sen S, Haffty B, Hewitt SM, Krahe R, Killary AM. DEAR1 is a dominant regulator of acinar morphogenesis and an independent predictor of local recurrence-free survival in early-onset breast cancer. PLoS Med 2009; 6:e1000068. [PMID: 19536326 PMCID: PMC2673042 DOI: 10.1371/journal.pmed.1000068] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2008] [Accepted: 03/17/2009] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Breast cancer in young women tends to have a natural history of aggressive disease for which rates of recurrence are higher than in breast cancers detected later in life. Little is known about the genetic pathways that underlie early-onset breast cancer. Here we report the discovery of DEAR1 (ductal epithelium-associated RING Chromosome 1), a novel gene encoding a member of the TRIM (tripartite motif) subfamily of RING finger proteins, and provide evidence for its role as a dominant regulator of acinar morphogenesis in the mammary gland and as an independent predictor of local recurrence-free survival in early-onset breast cancer. METHODS AND FINDINGS Suppression subtractive hybridization identified DEAR1 as a novel gene mapping to a region of high-frequency loss of heterozygosity (LOH) in a number of histologically diverse human cancers within Chromosome 1p35.1. In the breast epithelium, DEAR1 expression is limited to the ductal and glandular epithelium and is down-regulated in transition to ductal carcinoma in situ (DCIS), an early histologic stage in breast tumorigenesis. DEAR1 missense mutations and homozygous deletion (HD) were discovered in breast cancer cell lines and tumor samples. Introduction of the DEAR1 wild type and not the missense mutant alleles to complement a mutation in a breast cancer cell line, derived from a 36-year-old female with invasive breast cancer, initiated acinar morphogenesis in three-dimensional (3D) basement membrane culture and restored tissue architecture reminiscent of normal acinar structures in the mammary gland in vivo. Stable knockdown of DEAR1 in immortalized human mammary epithelial cells (HMECs) recapitulated the growth in 3D culture of breast cancer cell lines containing mutated DEAR1, in that shDEAR1 clones demonstrated disruption of tissue architecture, loss of apical basal polarity, diffuse apoptosis, and failure of lumen formation. Furthermore, immunohistochemical staining of a tissue microarray from a cohort of 123 young female breast cancer patients with a 20-year follow-up indicated that in early-onset breast cancer, DEAR1 expression serves as an independent predictor of local recurrence-free survival and correlates significantly with strong family history of breast cancer and the triple-negative phenotype (ER(-), PR(-), HER-2(-)) of breast cancers with poor prognosis. CONCLUSIONS Our data provide compelling evidence for the genetic alteration and loss of expression of DEAR1 in breast cancer, for the functional role of DEAR1 in the dominant regulation of acinar morphogenesis in 3D culture, and for the potential utility of an immunohistochemical assay for DEAR1 expression as an independent prognostic marker for stratification of early-onset disease.
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Affiliation(s)
- Steven T. Lott
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Nanyue Chen
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Dawn S. Chandler
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Qifeng Yang
- Department of Radiation Oncology, University of Medicine & Dentistry of New Jersey–Robert Wood Johnson Medical School, New Brunswick, New Jersey, United States of America
| | - Luo Wang
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Marivonne Rodriguez
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Hongyan Xie
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Seetharaman Balasenthil
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Thomas A. Buchholz
- Department of Radiation Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Aysegul A. Sahin
- Division of Pathology and Laboratory Medicine, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Katrina Chaung
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Baili Zhang
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Shodimu-Emmanu Olufemi
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Jinyun Chen
- Department of Epidemiology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Henry Adams
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Vimla Band
- Department of Genetics, Cell Biology and Anatomy, The University of Nebraska Medical Center, Eppley Cancer Center, Omaha, Nebraska, United States of America
| | - Adel K. El-Naggar
- Division of Pathology and Laboratory Medicine, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Marsha L. Frazier
- Department of Epidemiology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Khandan Keyomarsi
- Department of Experimental Radiation Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Kelly K. Hunt
- Department of Surgical Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Subrata Sen
- Division of Pathology and Laboratory Medicine, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Bruce Haffty
- Department of Radiation Oncology, University of Medicine & Dentistry of New Jersey–Robert Wood Johnson Medical School, New Brunswick, New Jersey, United States of America
| | - Stephen M. Hewitt
- Tissue Array Research Program, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Ralf Krahe
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Ann McNeill Killary
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
- * E-mail:
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Mi K, Wang G, Liu Z, Feng Z, Huang B, Zhao X. Influence of a Self-Assembling Peptide, RADA16, Compared with Collagen I and Matrigel on the Malignant Phenotype of Human Breast-Cancer Cells in 3D Cultures andin vivo. Macromol Biosci 2009; 9:437-43. [DOI: 10.1002/mabi.200800262] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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Abstract
Although used in academic research for several decades, 3D culture models have long been regarded expensive, cumbersome and unnecessary in drug development processes. Technical advances, coupled with recent observations showing that gene expression in 3D is much closer to clinical expression profiles than those seen in 2D, have renewed attention and generated hope in the feasibility of maturing organotypic 3D systems to therapy test platforms with greater power to predict clinical efficacies. Here we describe a standardized setup for reproducible, easy-handling culture, treatment and routine analysis of multicellular spheroids, the classical 3D culture system resembling many aspects of the pathophysiological situation in human tumor tissue. We discuss essential conceptual and practical considerations for an adequate establishment and use of spheroid-based drug screening platforms and also provide a list of human carcinoma cell lines, partly on the basis of the NCI-DTP 60-cell line screen, that produce treatable spheroids under identical culture conditions. In contrast to many other settings with which to achieve similar results, the protocol is particularly useful to be integrated into standardized large-scale drug test routines as it requires a minimum number of defined spheroids and a limited amount of drug. The estimated time to run the complete screening protocol described herein--including spheroid initiation, drug treatment and determination of the analytical end points (spheroid integrity, and cell survival through the acid phosphatase assay)--is about 170 h. Monitoring of spheroid growth kinetics to determine growth delay and regrowth, respectively, after drug treatment requires long-term culturing (> or =14 d).
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Abstract
The use of microtechnology to make biomechanical measurements allows for the study of cellular and subcellular scale mechanical forces. Forces generated by cells are in the few nanoNewton to several microNewton range and can change spatially over subcellular size scales. Transducing forces at such small size and force scales is a challenging task. Methods of microfabrication developed in the integrated circuit industry have allowed researchers to build platforms with cellular and subcellular scale parts with which individual cells can interact. These parts act as transducers of stresses and forces generated by the cell during migration or in the maintenance of physical equilibrium. Due to the size and sensitivity of such devices, quantitative studies of single cell and even single molecule biomechanics have become possible. In this review we focus on two classes of cellular force transducers: silicon-based devices and soft-polymer platforms. We concentrate on the biomechanical discoveries made with these devices and less so on the engineering behind their development because this is covered in great detail elsewhere.
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Affiliation(s)
- James J Norman
- Department of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA.
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47
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Piechocki MP. A stable explant culture of HER2/neu invasive carcinoma supported by alpha-Smooth Muscle Actin expressing stromal cells to evaluate therapeutic agents. BMC Cancer 2008; 8:119. [PMID: 18435859 PMCID: PMC2377275 DOI: 10.1186/1471-2407-8-119] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2007] [Accepted: 04/24/2008] [Indexed: 12/15/2022] Open
Abstract
Background To gain a better understanding of the effects of therapeutic agents on the tumor microenvironment in invasive cancers, we developed a co-culture model from an invasive lobular carcinoma. Tumor cells expressing HER2/neu organize in nests surrounded by alpha-Smooth Muscle Actin (α-SMA) expressing tumor stroma to resemble the morphology of an invading tumor. This co-culture, Mammary Adenocarcinoma Model (MAM-1) maintains a 1:1 ratio of HER2/neu positive tumor cells to α-SMA-reactive stromal cells and renews this configuration for over 20 passages in vitro. Methods We characterized the cellular elements of the MAM-1 model by microarray analysis, and immunocytochemistry. We developed flow cytometric assays to evaluate the relative responses of the tumor and stroma to the tyrosine kinase inhibitor, Iressa. Results The MAM-1 gene expression profile contains clusters that represent the ErbB-2 breast cancer signature and stroma-specific clusters associated with invasive breast cancers. The stability of this model and the ability to antigenically label the tumor and stromal fractions allowed us to determine the specificity of Iressa, a receptor tyrosine kinase inhibitor, for targeting the tumor cell population. Treatment resulted in a selective dose-dependent reduction in phospho-pMEK1/2 and pp44/42MAPK in tumor cells. Within 24 h the tumor cell fraction was reduced 1.9-fold while the stromal cell fraction increased >3-fold, consistent with specific reductions in phospho-pp44/42 MAPK, MEK1/2 and PCNA in tumor cells and reciprocal increases in the stromal cells. Erosion of the tumor cell nests and augmented growth of the stromal cells resembled a fibrotic response. Conclusion This model demonstrates the specificity of Iressa for HER2/neu expressing tumor cells versus the tumor associated myofibroblasts and is appropriate for delineating effects of therapy on signal transduction in the breast tumor microenvironment and improving strategies that can dually or differentially target the tumor and stromal elements in the microenvironment.
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Affiliation(s)
- Marie P Piechocki
- Department of Breast Cancer Immunotherapy, Wayne State University and Karmanos Cancer Center, Detroit, MI, USA.
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Friedrich J, Ebner R, Kunz-Schughart LA. Experimental anti-tumor therapy in 3-D: spheroids--old hat or new challenge? Int J Radiat Biol 2008; 83:849-71. [PMID: 18058370 DOI: 10.1080/09553000701727531] [Citation(s) in RCA: 325] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
PURPOSE To give a state-of-the-art overview on the promise of three-dimensional (3-D) culture systems for anticancer drug development, with particular emphasis on multicellular tumor spheroids (MCTS). RESULTS AND CONCLUSIONS Cell-based assays have become an integral component in many stages of routine anti-tumor drug testing. However, they are almost always based on homogenous monolayer or suspension cultures and thus represent a rather artificial cellular environment. 3-D cultures--such as the well established spheroid culture system--better reflect the in vivo behavior of cells in tumor tissues and are increasingly recognized as valuable advanced tools for evaluating the efficacy of therapeutic intervention. The present article summarizes past and current applications and particularly discusses technological challenges, required improvements and recent progress with the use of the spheroid model in experimental therapeutics, as a basis for sophisticated drug/therapy screening. A brief overview is given focusing on the nomenclature of spherical 3-D cultures, their potential to mimic many aspects of the pathophysiological situation in tumors, and currently available protocols for culturing and analysis. A list of spheroid-forming epithelial cancer cell lines of different origin is provided and the recent trend to use spheroids for testing combination treatment strategies is highlighted. Finally, various spheroid co-culture approaches are presented that have been established to study heterologous cell interactions in solid tumors and thereby are able to reflect the cellular tumor environment with increasing accuracy. The intriguing observation that in order to retain certain tumor initiating cell properties, some primary tumor cell populations must be maintained exclusively in 3-D culture is mentioned, adding a new but fascinating challenge for future therapeutic campaigns.
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49
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Desai T. In the Spotlight: Tissue and Molecular Engineering. IEEE Rev Biomed Eng 2008; 1:21-2. [DOI: 10.1109/rbme.2008.2008228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Joraku A, Sullivan CA, Yoo J, Atala A. In-vitro reconstitution of three-dimensional human salivary gland tissue structures. Differentiation 2007; 75:318-24. [PMID: 17376117 DOI: 10.1111/j.1432-0436.2006.00138.x] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
This study aimed to achieve functional reconstitution of salivary units from human salivary gland cells in an in vitro three-dimensional culture system. Human salivary cells were isolated from human salivary gland tissue, cultured, expanded, and placed into a three-dimensional culture system containing collagen and matrigel. Morphogenesis of reconstituted salivary structures was assessed by histomorphometry and transmission electron microscopy. Phenotypic and functional characteristics were assessed by immunohistochemistry and reverse transcription polymerase chain reaction (occludin, claudin 1, ZO-1, aquaporin 5, amylase) as well as spectrophotometric biochemical assay to measure amylase production. In a novel gel culture system, single human salivary cells divided and assembled into three-dimensional acinar and ductal structures in the presence of collagen and matrigel. All salivary gland units produced amylase and expressed aquaporin-5, a critical water channel protein. Tight junction proteins ZO-1, occludin, and claudin-1 were expressed under all culture conditions. Electron microscopy demonstrated desmosomes, microvilli, and secretory granules. This study showed that functional, differentiated salivary units containing acini and ducts formed from single salivary cells in a three-dimensional culture system. This in vitro culture system could be used to engineer functional salivary tissue in vivo.
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Affiliation(s)
- Akira Joraku
- Department of Regenerative Medicine, Wake Forest University Health Sciences, Winston Salem, NC 27157, USA
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