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El Hajj S, Ntaté MB, Breton C, Siadous R, Aid R, Dupuy M, Letourneur D, Amédée J, Duval H, David B. Bone Spheroid Development Under Flow Conditions with Mesenchymal Stem Cells and Human Umbilical Vein Endothelial Cells in a 3D Porous Hydrogel Supplemented with Hydroxyapatite. Gels 2024; 10:666. [PMID: 39451319 PMCID: PMC11506954 DOI: 10.3390/gels10100666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 10/07/2024] [Accepted: 10/11/2024] [Indexed: 10/26/2024] Open
Abstract
Understanding the niche interactions between blood and bone through the in vitro co-culture of osteo-competent cells and endothelial cells is a key factor in unraveling therapeutic potentials in bone regeneration. This can be additionally supported by employing numerical simulation techniques to assess local physical factors, such as oxygen concentration, and mechanical stimuli, such as shear stress, that can mediate cellular communication. In this study, we developed a Mesenchymal Stem Cell line (MSC) and a Human Umbilical Vein Endothelial Cell line (HUVEC), which were co-cultured under flow conditions in a three-dimensional, porous, natural pullulan/dextran scaffold that was supplemented with hydroxyapatite crystals that allowed for the spontaneous formation of spheroids. After 2 weeks, their viability was higher under the dynamic conditions (>94%) than the static conditions (<75%), with dead cells central in the spheroids. Mineralization and collagen IV production increased under the dynamic conditions, correlating with osteogenesis and vasculogenesis. The endothelial cells clustered at the spheroidal core by day 7. Proliferation doubled in the dynamic conditions, especially at the scaffold peripheries. Lattice Boltzmann simulations showed negligible wall shear stress in the hydrogel pores but highlighted highly oxygenated zones coinciding with cell proliferation. A strong oxygen gradient likely influenced endothelial migration and cell distribution. Hypoxia was minimal, explaining high viability and spheroid maturation in the dynamic conditions.
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Affiliation(s)
- Soukaina El Hajj
- Laboratoire de Mécanique Paris-Saclay, CNRS, CentraleSupélec, ENS Paris-Saclay, Université Paris-Saclay, 91190 Gif-sur-Yvette, France;
| | - Martial Bankoué Ntaté
- Laboratoire de Génie des Procédés et Matériaux, CentraleSupélec, Université Paris-Saclay, 91190 Gif-sur-Yvette, France; (M.B.N.); (C.B.); (M.D.); (H.D.)
| | - Cyril Breton
- Laboratoire de Génie des Procédés et Matériaux, CentraleSupélec, Université Paris-Saclay, 91190 Gif-sur-Yvette, France; (M.B.N.); (C.B.); (M.D.); (H.D.)
| | - Robin Siadous
- Laboratoire de Bioingénierie Tissulaire (BioTis), INSERM U1026, Université de Bordeaux, 33076 Bordeaux, France; (R.S.); (J.A.)
| | - Rachida Aid
- Laboratoire de Recherche Vasculaire Translationnelle (LVTS), INSERM U1148, Université Paris Cité, 75018 Paris, France; (R.A.); (D.L.)
- Laboratoire de Recherche Vasculaire Translationnelle (LVTS), INSERM U1148, Université Sorbonne Paris Nord, 93430 Villetaneuse, France
| | - Magali Dupuy
- Laboratoire de Génie des Procédés et Matériaux, CentraleSupélec, Université Paris-Saclay, 91190 Gif-sur-Yvette, France; (M.B.N.); (C.B.); (M.D.); (H.D.)
| | - Didier Letourneur
- Laboratoire de Recherche Vasculaire Translationnelle (LVTS), INSERM U1148, Université Paris Cité, 75018 Paris, France; (R.A.); (D.L.)
- Laboratoire de Recherche Vasculaire Translationnelle (LVTS), INSERM U1148, Université Sorbonne Paris Nord, 93430 Villetaneuse, France
| | - Joëlle Amédée
- Laboratoire de Bioingénierie Tissulaire (BioTis), INSERM U1026, Université de Bordeaux, 33076 Bordeaux, France; (R.S.); (J.A.)
| | - Hervé Duval
- Laboratoire de Génie des Procédés et Matériaux, CentraleSupélec, Université Paris-Saclay, 91190 Gif-sur-Yvette, France; (M.B.N.); (C.B.); (M.D.); (H.D.)
| | - Bertrand David
- Laboratoire de Mécanique Paris-Saclay, CNRS, CentraleSupélec, ENS Paris-Saclay, Université Paris-Saclay, 91190 Gif-sur-Yvette, France;
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Grenier J, David B, Journé C, Cicha I, Letourneur D, Duval H. Perfusion of MC3T3E1 Preosteoblast Spheroids within Polysaccharide-Based Hydrogel Scaffolds: An Experimental and Numerical Study at the Bioreactor Scale. Bioengineering (Basel) 2023; 10:849. [PMID: 37508876 PMCID: PMC10376891 DOI: 10.3390/bioengineering10070849] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 07/08/2023] [Accepted: 07/13/2023] [Indexed: 07/30/2023] Open
Abstract
The traditional 3D culture systems in vitro lack the biological and mechanical spatiotemporal stimuli characteristic to native tissue development. In our study, we combined porous polysaccharide-based hydrogel scaffolds with a bioreactor-type perfusion device that generates favorable mechanical stresses while enhancing nutrient transfers. MC3T3E1 mouse osteoblasts were seeded in the scaffolds and cultivated for 3 weeks under dynamic conditions at a perfusion rate of 10 mL min-1. The spatial distribution of the cells labeled with superparamagnetic iron oxide nanoparticles was visualized by MRI. Confocal microscopy was used to assess cell numbers, their distribution inside the scaffolds, cell viability, and proliferation. The oxygen diffusion coefficient in the hydrogel was measured experimentally. Numerical simulations of the flow and oxygen transport within the bioreactor were performed using a lattice Boltzmann method with a two-relaxation time scheme. Last, the influence of cell density and spheroid size on cell oxygenation was investigated. The cells spontaneously organized into spheroids with a diameter of 30-100 μm. Cell viability remained unchanged under dynamic conditions but decreased under static culture. The cell proliferation (Ki67 expression) in spheroids was not observed. The flow simulation showed that the local fluid velocity reached 27 mm s-1 at the height where the cross-sectional area of the flow was the smallest. The shear stress exerted by the fluid on the scaffolds may locally rise to 100 mPa, compared with the average value of 25 mPa. The oxygen diffusion coefficient in the hydrogel was 1.6×10-9 m2 s-1. The simulation of oxygen transport and consumption confirmed that the cells in spheroids did not suffer from hypoxia when the bioreactor was perfused at 10 mL min-1, and suggested the existence of optimal spheroid size and spacing for appropriate oxygenation. Collectively, these findings enabled us to define the optimal conditions inside the bioreactor for an efficient in vitro cell organization and survival in spheroids, which are paramount to future applications with organoids.
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Affiliation(s)
- Jérôme Grenier
- Laboratoire de Génie des Procédés et Matériaux, CentraleSupélec, Université Paris-Saclay, 91190 Gif-sur-Yvette, France
- Laboratoire de Mécanique Paris-Saclay, CNRS, CentraleSupélec, ENS Paris-Saclay, Université Paris-Saclay, 91190 Gif-sur-Yvette, France
- Laboratoire de Recherche Vasculaire Translationnelle (LVTS), INSERM U 1148, Université Paris Cité, Université Sorbonne Paris Nord, Hôpital Bichat, 75018 Paris, France
| | - Bertrand David
- Laboratoire de Mécanique Paris-Saclay, CNRS, CentraleSupélec, ENS Paris-Saclay, Université Paris-Saclay, 91190 Gif-sur-Yvette, France
| | - Clément Journé
- Laboratoire de Recherche Vasculaire Translationnelle (LVTS), INSERM U 1148, Université Paris Cité, Université Sorbonne Paris Nord, Hôpital Bichat, 75018 Paris, France
| | - Iwona Cicha
- Department of Otorhinolaryngology, Head and Neck Surgery, Section of Experimental Oncology und Nanomedicine (SEON), Friedrich-Alexander Universität Erlangen-Nürnberg, Universitätsklinikum Erlangen, 91054 Erlangen, Germany
| | - Didier Letourneur
- Laboratoire de Recherche Vasculaire Translationnelle (LVTS), INSERM U 1148, Université Paris Cité, Université Sorbonne Paris Nord, Hôpital Bichat, 75018 Paris, France
| | - Hervé Duval
- Laboratoire de Génie des Procédés et Matériaux, CentraleSupélec, Université Paris-Saclay, 91190 Gif-sur-Yvette, France
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He MJ, Pu W, Wang X, Zhang W, Tang D, Dai Y. Comparing DESI-MSI and MALDI-MSI Mediated Spatial Metabolomics and Their Applications in Cancer Studies. Front Oncol 2022; 12:891018. [PMID: 35924152 PMCID: PMC9340374 DOI: 10.3389/fonc.2022.891018] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 06/20/2022] [Indexed: 12/12/2022] Open
Abstract
Metabolic heterogeneity of cancer contributes significantly to its poor treatment outcomes and prognosis. As a result, studies continue to focus on identifying new biomarkers and metabolic vulnerabilities, both of which depend on the understanding of altered metabolism in cancer. In the recent decades, the rise of mass spectrometry imaging (MSI) enables the in situ detection of large numbers of small molecules in tissues. Therefore, researchers look to using MSI-mediated spatial metabolomics to further study the altered metabolites in cancer patients. In this review, we examined the two most commonly used spatial metabolomics techniques, MALDI-MSI and DESI-MSI, and some recent highlights of their applications in cancer studies. We also described AFADESI-MSI as a recent variation from the DESI-MSI and compare it with the two major techniques. Specifically, we discussed spatial metabolomics results in four types of heterogeneous malignancies, including breast cancer, esophageal cancer, glioblastoma and lung cancer. Multiple studies have effectively classified cancer tissue subtypes using altered metabolites information. In addition, distribution trends of key metabolites such as fatty acids, high-energy phosphate compounds, and antioxidants were identified. Therefore, while the visualization of finer distribution details requires further improvement of MSI techniques, past studies have suggested spatial metabolomics to be a promising direction to study the complexity of cancer pathophysiology.
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Affiliation(s)
- Michelle Junyi He
- Department of Biology, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, United States
- Clinical Medical Research Center, Guangdong Provincial Engineering Research Center of Autoimmune Disease Precision Medicine, Shenzhen Engineering Research Center of Autoimmune Disease, The Second Clinical Medical College of Jinan University, Shenzhen People’s Hospital, Shenzhen, China
| | - Wenjun Pu
- Clinical Medical Research Center, Guangdong Provincial Engineering Research Center of Autoimmune Disease Precision Medicine, Shenzhen Engineering Research Center of Autoimmune Disease, The Second Clinical Medical College of Jinan University, Shenzhen People’s Hospital, Shenzhen, China
| | - Xi Wang
- Clinical Medical Research Center, Guangdong Provincial Engineering Research Center of Autoimmune Disease Precision Medicine, Shenzhen Engineering Research Center of Autoimmune Disease, The Second Clinical Medical College of Jinan University, Shenzhen People’s Hospital, Shenzhen, China
| | - Wei Zhang
- Clinical Medical Research Center, Guangdong Provincial Engineering Research Center of Autoimmune Disease Precision Medicine, Shenzhen Engineering Research Center of Autoimmune Disease, The Second Clinical Medical College of Jinan University, Shenzhen People’s Hospital, Shenzhen, China
| | - Donge Tang
- Clinical Medical Research Center, Guangdong Provincial Engineering Research Center of Autoimmune Disease Precision Medicine, Shenzhen Engineering Research Center of Autoimmune Disease, The Second Clinical Medical College of Jinan University, Shenzhen People’s Hospital, Shenzhen, China
| | - Yong Dai
- Clinical Medical Research Center, Guangdong Provincial Engineering Research Center of Autoimmune Disease Precision Medicine, Shenzhen Engineering Research Center of Autoimmune Disease, The Second Clinical Medical College of Jinan University, Shenzhen People’s Hospital, Shenzhen, China
- Guangxi Key Laboratory of Metabolic Disease Research, Central Laboratory of Guilin, 924st Hospital, Guilin, China
- *Correspondence: Yong Dai,
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Bassler MC, Rammler T, Wackenhut F, Zur Oven-Krockhaus S, Secic I, Ritz R, Meixner AJ, Brecht M. Accumulation and penetration behavior of hypericin in glioma tumor spheroids studied by fluorescence microscopy and confocal fluorescence lifetime imaging microscopy. Anal Bioanal Chem 2022; 414:4849-4860. [PMID: 35538227 PMCID: PMC9234035 DOI: 10.1007/s00216-022-04107-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 04/14/2022] [Accepted: 04/28/2022] [Indexed: 12/17/2022]
Abstract
Glioblastoma WHO IV belongs to a group of brain tumors that are still incurable. A promising treatment approach applies photodynamic therapy (PDT) with hypericin as a photosensitizer. To generate a comprehensive understanding of the photosensitizer-tumor interactions, the first part of our study is focused on investigating the distribution and penetration behavior of hypericin in glioma cell spheroids by fluorescence microscopy. In the second part, fluorescence lifetime imaging microscopy (FLIM) was used to correlate fluorescence lifetime (FLT) changes of hypericin to environmental effects inside the spheroids. In this context, 3D tumor spheroids are an excellent model system since they consider 3D cell-cell interactions and the extracellular matrix is similar to tumors in vivo. Our analytical approach considers hypericin as probe molecule for FLIM and as photosensitizer for PDT at the same time, making it possible to directly draw conclusions of the state and location of the drug in a biological system. The knowledge of both state and location of hypericin makes a fundamental understanding of the impact of hypericin PDT in brain tumors possible. Following different incubation conditions, the hypericin distribution in peripheral and central cryosections of the spheroids were analyzed. Both fluorescence microscopy and FLIM revealed a hypericin gradient towards the spheroid core for short incubation periods or small concentrations. On the other hand, a homogeneous hypericin distribution is observed for long incubation times and high concentrations. Especially, the observed FLT change is crucial for the PDT efficiency, since the triplet yield, and hence the O2 activation, is directly proportional to the FLT. Based on the FLT increase inside spheroids, an incubation time > 30 min is required to achieve most suitable conditions for an effective PDT.
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Affiliation(s)
- Miriam C Bassler
- Process Analysis and Technology (PA&T), Reutlingen University, Alteburgstr. 150, 72762, Reutlingen, Germany.,Institute of Physical and Theoretical Chemistry, University of Tübingen, Auf der Morgenstelle 18, 72076, Tübingen, Germany
| | - Tim Rammler
- Institute of Physical and Theoretical Chemistry, University of Tübingen, Auf der Morgenstelle 18, 72076, Tübingen, Germany
| | - Frank Wackenhut
- Process Analysis and Technology (PA&T), Reutlingen University, Alteburgstr. 150, 72762, Reutlingen, Germany.
| | - Sven Zur Oven-Krockhaus
- Institute of Physical and Theoretical Chemistry, University of Tübingen, Auf der Morgenstelle 18, 72076, Tübingen, Germany
| | - Ivona Secic
- Process Analysis and Technology (PA&T), Reutlingen University, Alteburgstr. 150, 72762, Reutlingen, Germany
| | - Rainer Ritz
- Department of Neurosurgery, Schwarzwald-Baar Clinic, Klinikstr. 11, 78052, Villingen-Schwenningen, Germany
| | - Alfred J Meixner
- Institute of Physical and Theoretical Chemistry, University of Tübingen, Auf der Morgenstelle 18, 72076, Tübingen, Germany
| | - Marc Brecht
- Process Analysis and Technology (PA&T), Reutlingen University, Alteburgstr. 150, 72762, Reutlingen, Germany. .,Institute of Physical and Theoretical Chemistry, University of Tübingen, Auf der Morgenstelle 18, 72076, Tübingen, Germany.
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Mukomoto R, Nashimoto Y, Terai T, Imaizumi T, Hiramoto K, Ino K, Yokokawa R, Miura T, Shiku H. Oxygen consumption rate of tumour spheroids during necrotic-like core formation. Analyst 2021; 145:6342-6348. [PMID: 32716439 DOI: 10.1039/d0an00979b] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Hypoxia is one of the major hallmarks of solid tumours and is associated with the poor prognosis of various cancers. A multicellular aggregate, termed a spheroid, has been used as a tumour model with a necrotic-like core for more than 45 years. Oxygen metabolism in spheroids has been studied using phosphorescence quenching and oxygen-sensitive electrodes. However, these conventional methods require chemical labelling and physical insertion of the electrode into each spheroid, which may be functionally and structurally disruptive. Scanning electrochemical microscopy (SECM) can non-invasively analyse oxygen metabolism. Here, we used SECM to investigate whether the changes of the internal structure of spheroids affect the oxygen metabolism. We investigated the oxygen consumption rate (OCR) of MCF-7 breast tumour spheroids with and without a necrotic-like core. A numerical simulation was used to describe a method for estimating the OCR of spheroids that settled at the bottom of the conventional culture plates. The OCR per spheroid volume decreased with increasing spheroid radius, indicating the limitation of the oxygen supply to the core of the MCF-7 spheroid. Formation of the necrotic-like core did not affect the oxygen metabolism significantly, implying that the core had minimal contribution to the OCR even before necrosis occurred. OCR analysis using SECM non-invasively monitors the change of oxygen metabolism in tumour spheroids. The approach is promising to evaluate various three-dimensional culture models.
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Affiliation(s)
- Rei Mukomoto
- Graduate School of Environmental Studies, Tohoku University, Miyagi 980-8579, Japan.
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Zang Q, Sun C, Chu X, Li L, Gan W, Zhao Z, Song Y, He J, Zhang R, Abliz Z. Spatially resolved metabolomics combined with multicellular tumor spheroids to discover cancer tissue relevant metabolic signatures. Anal Chim Acta 2021; 1155:338342. [PMID: 33766316 DOI: 10.1016/j.aca.2021.338342] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 02/05/2021] [Accepted: 02/16/2021] [Indexed: 12/18/2022]
Abstract
Spatially resolved metabolomics offers unprecedented opportunities for elucidating metabolic mechanisms during cancer progression. It facilitated the discovery of aberrant cellular metabolism with clinical application potential. Here, we developed a novel strategy to discover cancer tissue relevant metabolic signatures by high spatially resolved metabolomics combined with a multicellular tumor spheroid (MCTS) in vitro model. Esophageal cancer MCTS were generated using KYSE-30 human esophageal cancer cells to fully mimic the 3D microenvironment under physiological conditions. Then, the spatial features and temporal variation of metabolites and metabolic pathways in MCTS were accurately mapped by using matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI-MSI) with a spatial resolution at ∼12 μm. Metabolites, such as glutamate, tyrosine, inosine and various types of lipids displayed heterogeneous distributions in different microregions inside the MCTS, revealing the metabolic heterogenicity of cancer cells under different proliferative states. Subsequently, through joint analysis of metabolomic data of clinical cancer tissue samples, cancer tissue relevant metabolic signatures in esophageal cancer MCTS were identified, including glutamine metabolism, fatty acid metabolism, de novo synthesis phosphatidylcholine (PC) and phosphatidylethanolamine (PE), etc. In addition, the abnormal expression of the involved metabolic enzymes, i.e., GLS, FASN, CHKA and cPLA2, was further confirmed and showed similar tendencies in esophageal cancer MCTS and cancer tissues. The MALDI-MSI combined with MCTS approach offers molecular insights into cancer metabolism with real-word relevance, which would potentially benefit the biomarker discovery and metabolic mechanism studies.
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Affiliation(s)
- Qingce Zang
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100050, China
| | - Chenglong Sun
- Key Laboratory for Applied Technology of Sophisticated Analytical Instruments of Shandong Province, Shandong Analysis and Test Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan, 250014, China
| | - Xiaoping Chu
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100050, China
| | - Limei Li
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100050, China
| | - Wenqiang Gan
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100050, China
| | - Zitong Zhao
- State Key Laboratory of Molecular Oncology, Cancer Institute, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Yongmei Song
- State Key Laboratory of Molecular Oncology, Cancer Institute, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jiuming He
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100050, China
| | - Ruiping Zhang
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100050, China.
| | - Zeper Abliz
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100050, China; Center for Imaging and Systems Biology, College of Life and Environmental Sciences, Minzu University of China, Beijing, 100081, China.
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Grimes DR, Fletcher AG. Close Encounters of the Cell Kind: The Impact of Contact Inhibition on Tumour Growth and Cancer Models. Bull Math Biol 2020; 82:20. [PMID: 31970500 PMCID: PMC6976547 DOI: 10.1007/s11538-019-00677-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2019] [Accepted: 12/02/2019] [Indexed: 01/24/2023]
Abstract
Cancer is a complex phenomenon, and the sheer variation in behaviour across different types renders it difficult to ascertain underlying biological mechanisms. Experimental approaches frequently yield conflicting results for myriad reasons, and mathematical modelling of cancer is a vital tool to explore what we cannot readily measure, and ultimately improve treatment and prognosis. Like experiments, models are underpinned by certain biological assumptions, variation of which can lead to divergent predictions. An outstanding and important question concerns contact inhibition of proliferation (CIP), the observation that proliferation ceases when cells are spatially confined by their neighbours. CIP is a characteristic of many healthy adult tissues, but it remains unclear to which extent it holds in solid tumours, which exhibit regions of hyper-proliferation, and apparent breakdown of CIP. What precisely occurs in tumour tissue remains an open question, which mathematical modelling can help shed light on. In this perspective piece, we explore the implications of different hypotheses and available experimental evidence to elucidate the implications of these scenarios. We also outline how erroneous conclusions about the nature of tumour growth may be arrived at by looking selectively at biological data in isolation, and how this might be circumvented.
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Affiliation(s)
- David Robert Grimes
- School of Physical Sciences, Dublin City University, Glasnevin, Dublin 9, Ireland.
- Department of Oncology, University of Oxford, Old Road Campus, Oxford, OX3 7DQ, UK.
| | - Alexander G Fletcher
- School of Mathematics and Statistics, University of Sheffield, Sheffield, S3 7RH, UK
- Bateson Centre, University of Sheffield, Sheffield, S10 2TN, UK
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Antonopoulos M, Dionysiou D, Stamatakos G, Uzunoglu N. Three-dimensional tumor growth in time-varying chemical fields: a modeling framework and theoretical study. BMC Bioinformatics 2019; 20:442. [PMID: 31455206 PMCID: PMC6712764 DOI: 10.1186/s12859-019-2997-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Accepted: 07/16/2019] [Indexed: 01/10/2023] Open
Abstract
Background Contemporary biological observations have revealed a large variety of mechanisms acting during the expansion of a tumor. However, there are still many qualitative and quantitative aspects of the phenomenon that remain largely unknown. In this context, mathematical and computational modeling appears as an invaluable tool providing the means for conducting in silico experiments, which are cheaper and less tedious than real laboratory experiments. Results This paper aims at developing an extensible and computationally efficient framework for in silico modeling of tumor growth in a 3-dimensional, inhomogeneous and time-varying chemical environment. The resulting model consists of a set of mathematically derived and algorithmically defined operators, each one addressing the effects of a particular biological mechanism on the state of the system. These operators may be extended or re-adjusted, in case a different set of starting assumptions or a different simulation scenario needs to be considered. Conclusion In silico modeling provides an alternative means for testing hypotheses and simulating scenarios for which exact biological knowledge remains elusive. However, finer tuning of pertinent methods presupposes qualitative and quantitative enrichment of available biological evidence. Validation in a strict sense would further require comprehensive, case-specific simulations and detailed comparisons with biomedical observations.
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Affiliation(s)
- Markos Antonopoulos
- Institute of Communication and Computer Systems, National Technical University of Athens, Athens, Greece.
| | - Dimitra Dionysiou
- Institute of Communication and Computer Systems, National Technical University of Athens, Athens, Greece
| | - Georgios Stamatakos
- Institute of Communication and Computer Systems, National Technical University of Athens, Athens, Greece
| | - Nikolaos Uzunoglu
- Institute of Communication and Computer Systems, National Technical University of Athens, Athens, Greece
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Sen N, Cross AM, Lorenzi PL, Khan J, Gryder BE, Kim S, Caplen NJ. EWS-FLI1 reprograms the metabolism of Ewing sarcoma cells via positive regulation of glutamine import and serine-glycine biosynthesis. Mol Carcinog 2018; 57:1342-1357. [PMID: 29873416 PMCID: PMC6175245 DOI: 10.1002/mc.22849] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Revised: 05/22/2018] [Accepted: 06/01/2018] [Indexed: 12/12/2022]
Abstract
Ewing sarcoma (EWS) is a soft tissue and bone tumor that occurs primarily in adolescents and young adults. In most cases of EWS, the chimeric transcription factor, EWS-FLI1 is the primary oncogenic driver. The epigenome of EWS cells reflects EWS-FLI1 binding and activation or repression of transcription. Here, we demonstrate that EWS-FLI1 positively regulates the expression of proteins required for serine-glycine biosynthesis and uptake of the alternative nutrient source glutamine. Specifically, we show that EWS-FLI1 activates expression of PHGDH, PSAT1, PSPH, and SHMT2. Using cell-based studies, we also establish that EWS cells are dependent on glutamine for cell survival and that EWS-FLI1 positively regulates expression of the glutamine transporter, SLC1A5 and two enzymes involved in the one-carbon cycle, MTHFD2 and MTHFD1L. Inhibition of serine-glycine biosynthesis in EWS cells impacts their redox state leading to an accumulation of reactive oxygen species, DNA damage, and apoptosis. Importantly, analysis of EWS primary tumor transcriptome data confirmed that the aforementioned genes we identified as regulated by EWS-FLI1 exhibit increased expression compared with normal tissues. Furthermore, retrospective analysis of an independent data set generated a significant stratification of the overall survival of EWS patients into low- and high-risk groups based on the expression of PHGDH, PSAT1, PSPH, SHMT2, SLC1A5, MTHFD2, and MTHFD1L. In summary, our study demonstrates that EWS-FLI1 reprograms the metabolism of EWS cells and that serine-glycine metabolism or glutamine uptake are potential targetable vulnerabilities in this tumor type.
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Affiliation(s)
- Nirmalya Sen
- Functional Genetics Section, Genetics Branch, Center for Cancer Research (CCR)National Cancer Institute (NCI)BethesdaMaryland
| | - Allison M. Cross
- Functional Genetics Section, Genetics Branch, Center for Cancer Research (CCR)National Cancer Institute (NCI)BethesdaMaryland
| | - Philip L. Lorenzi
- Proteomic and Metabolomics Core Facility, Department of Bioinformatics and Computational BiologyThe University of Texas MD Anderson Cancer CenterHoustonTexas
| | - Javed Khan
- Oncogenomics Section, Genetics Branch, Center for Cancer Research (CCR)National Cancer Institute (NCI)BethesdaMaryland
| | - Berkley E. Gryder
- Oncogenomics Section, Genetics Branch, Center for Cancer Research (CCR)National Cancer Institute (NCI)BethesdaMaryland
| | - Suntae Kim
- Functional Genetics Section, Genetics Branch, Center for Cancer Research (CCR)National Cancer Institute (NCI)BethesdaMaryland
| | - Natasha J. Caplen
- Functional Genetics Section, Genetics Branch, Center for Cancer Research (CCR)National Cancer Institute (NCI)BethesdaMaryland
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10
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Marconi A, Quadri M, Saltari A, Pincelli C. Progress in melanoma modelling in vitro. Exp Dermatol 2018; 27:578-586. [DOI: 10.1111/exd.13670] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/20/2018] [Indexed: 12/16/2022]
Affiliation(s)
- Alessandra Marconi
- Laboratory of Cutaneous Biology; Department of Surgical; Medical, Dental and Morphological Sciences; University of Modena and Reggio Emilia; Modena Italy
| | - Marika Quadri
- Laboratory of Cutaneous Biology; Department of Surgical; Medical, Dental and Morphological Sciences; University of Modena and Reggio Emilia; Modena Italy
| | - Annalisa Saltari
- Laboratory of Cutaneous Biology; Department of Surgical; Medical, Dental and Morphological Sciences; University of Modena and Reggio Emilia; Modena Italy
| | - Carlo Pincelli
- Laboratory of Cutaneous Biology; Department of Surgical; Medical, Dental and Morphological Sciences; University of Modena and Reggio Emilia; Modena Italy
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11
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Carcereri de Prati A, Butturini E, Rigo A, Oppici E, Rossin M, Boriero D, Mariotto S. Metastatic Breast Cancer Cells Enter Into Dormant State and Express Cancer Stem Cells Phenotype Under Chronic Hypoxia. J Cell Biochem 2017; 118:3237-3248. [DOI: 10.1002/jcb.25972] [Citation(s) in RCA: 89] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Accepted: 03/02/2017] [Indexed: 12/31/2022]
Affiliation(s)
- Alessandra Carcereri de Prati
- Department of NeuroscienceBiomedicine and Movement SciencesSection of Biological ChemistryUniversity of VeronaStrada le Grazie 8Verona37134Italy
| | - Elena Butturini
- Department of NeuroscienceBiomedicine and Movement SciencesSection of Biological ChemistryUniversity of VeronaStrada le Grazie 8Verona37134Italy
| | - Antonella Rigo
- Department of MedicineSection of HematologyCancer Research and Cell Biology Laboratory University of VeronaPiazzale ScuroVerona37134Italy
| | - Elisa Oppici
- Department of NeuroscienceBiomedicine and Movement SciencesSection of Biological ChemistryUniversity of VeronaStrada le Grazie 8Verona37134Italy
| | - Michele Rossin
- Department of NeuroscienceBiomedicine and Movement SciencesSection of Biological ChemistryUniversity of VeronaStrada le Grazie 8Verona37134Italy
| | - Diana Boriero
- Department of NeuroscienceBiomedicine and Movement SciencesSection of Biological ChemistryUniversity of VeronaStrada le Grazie 8Verona37134Italy
| | - Sofia Mariotto
- Department of NeuroscienceBiomedicine and Movement SciencesSection of Biological ChemistryUniversity of VeronaStrada le Grazie 8Verona37134Italy
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12
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Peart T, Ramos Valdes Y, Correa RJM, Fazio E, Bertrand M, McGee J, Préfontaine M, Sugimoto A, DiMattia GE, Shepherd TG. Intact LKB1 activity is required for survival of dormant ovarian cancer spheroids. Oncotarget 2016; 6:22424-38. [PMID: 26068970 PMCID: PMC4673173 DOI: 10.18632/oncotarget.4211] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2015] [Accepted: 05/23/2015] [Indexed: 12/12/2022] Open
Abstract
Metastatic epithelial ovarian cancer (EOC) cells can form multicellular spheroids while in suspension and disperse directly throughout the peritoneum to seed secondary lesions. There is growing evidence that EOC spheroids are key mediators of metastasis, and they use specific intracellular signalling pathways to control cancer cell growth and metabolism for increased survival. Our laboratory discovered that AKT signalling is reduced during spheroid formation leading to cellular quiescence and autophagy, and these may be defining features of tumour cell dormancy. To further define the phenotype of EOC spheroids, we have initiated studies of the Liver kinase B1 (LKB1)-5′-AMP-activated protein kinase (AMPK) pathway as a master controller of the metabolic stress response. We demonstrate that activity of AMPK and its upstream kinase LKB1 are increased in quiescent EOC spheroids as compared with proliferating adherent EOC cells. We also show elevated AMPK activity in spheroids isolated directly from patient ascites. Functional studies reveal that treatment with the AMP mimetic AICAR or allosteric AMPK activator A-769662 led to a cytostatic response in proliferative adherent ovarian cancer cells, but they fail to elicit an effect in spheroids. Targeted knockdown of STK11 by RNAi to reduce LKB1 expression led to reduced viability and increased sensitivity to carboplatin treatment in spheroids only, a phenomenon which was AMPK-independent. Thus, our results demonstrate a direct impact of altered LKB1-AMPK signalling function in EOC. In addition, this is the first evidence in cancer cells demonstrating a pro-survival function for LKB1, a kinase traditionally thought to act as a tumour suppressor.
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Affiliation(s)
- Teresa Peart
- Translational Ovarian Cancer Research Program, London Regional Cancer Program, London, Ontario, Canada.,Department of Anatomy & Cell Biology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
| | - Yudith Ramos Valdes
- Translational Ovarian Cancer Research Program, London Regional Cancer Program, London, Ontario, Canada
| | - Rohann J M Correa
- Translational Ovarian Cancer Research Program, London Regional Cancer Program, London, Ontario, Canada.,Department of Biochemistry, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
| | - Elena Fazio
- Translational Ovarian Cancer Research Program, London Regional Cancer Program, London, Ontario, Canada.,Department of Anatomy & Cell Biology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
| | - Monique Bertrand
- Translational Ovarian Cancer Research Program, London Regional Cancer Program, London, Ontario, Canada.,Department of Obstetrics & Gynaecology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada.,Department of Oncology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
| | - Jacob McGee
- Translational Ovarian Cancer Research Program, London Regional Cancer Program, London, Ontario, Canada.,Department of Obstetrics & Gynaecology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
| | - Michel Préfontaine
- Translational Ovarian Cancer Research Program, London Regional Cancer Program, London, Ontario, Canada.,Department of Obstetrics & Gynaecology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
| | - Akira Sugimoto
- Translational Ovarian Cancer Research Program, London Regional Cancer Program, London, Ontario, Canada.,Department of Obstetrics & Gynaecology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada.,Department of Oncology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
| | - Gabriel E DiMattia
- Translational Ovarian Cancer Research Program, London Regional Cancer Program, London, Ontario, Canada.,Department of Biochemistry, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada.,Department of Obstetrics & Gynaecology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada.,Department of Oncology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
| | - Trevor G Shepherd
- Translational Ovarian Cancer Research Program, London Regional Cancer Program, London, Ontario, Canada.,Department of Anatomy & Cell Biology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada.,Department of Obstetrics & Gynaecology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada.,Department of Oncology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
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13
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Grimes DR, Kannan P, McIntyre A, Kavanagh A, Siddiky A, Wigfield S, Harris A, Partridge M. The Role of Oxygen in Avascular Tumor Growth. PLoS One 2016; 11:e0153692. [PMID: 27088720 PMCID: PMC4835055 DOI: 10.1371/journal.pone.0153692] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2015] [Accepted: 04/03/2016] [Indexed: 12/11/2022] Open
Abstract
The oxygen status of a tumor has significant clinical implications for treatment prognosis, with well-oxygenated subvolumes responding markedly better to radiotherapy than poorly supplied regions. Oxygen is essential for tumor growth, yet estimation of local oxygen distribution can be difficult to ascertain in situ, due to chaotic patterns of vasculature. It is possible to avoid this confounding influence by using avascular tumor models, such as tumor spheroids, a much better approximation of realistic tumor dynamics than monolayers, where oxygen supply can be described by diffusion alone. Similar to in situ tumours, spheroids exhibit an approximately sigmoidal growth curve, often approximated and fitted by logistic and Gompertzian sigmoid functions. These describe the basic rate of growth well, but do not offer an explicitly mechanistic explanation. This work examines the oxygen dynamics of spheroids and demonstrates that this growth can be derived mechanistically with cellular doubling time and oxygen consumption rate (OCR) being key parameters. The model is fitted to growth curves for a range of cell lines and derived values of OCR are validated using clinical measurement. Finally, we illustrate how changes in OCR due to gemcitabine treatment can be directly inferred using this model.
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Affiliation(s)
- David Robert Grimes
- Cancer Research UK/MRC Oxford Institute for Radiation Oncology, Gray Laboratories, University of Oxford, Old Road Campus, Oxford, OX3 7DQ, United Kingdom
| | - Pavitra Kannan
- Cancer Research UK/MRC Oxford Institute for Radiation Oncology, Gray Laboratories, University of Oxford, Old Road Campus, Oxford, OX3 7DQ, United Kingdom
| | - Alan McIntyre
- The Weatherall Institute for Molecular Medicine, University of Oxford, John Radcliffe Hospital/Headley Way, Oxford, OX3 9DS, United Kingdom
| | - Anthony Kavanagh
- Advanced Technology Development Group, Department of Oncology, University of Oxford, Old Road Campus Research Building, Oxford, OX3 7DQ, United Kingdom
| | - Abul Siddiky
- Cancer Research UK/MRC Oxford Institute for Radiation Oncology, Gray Laboratories, University of Oxford, Old Road Campus, Oxford, OX3 7DQ, United Kingdom
| | - Simon Wigfield
- The Weatherall Institute for Molecular Medicine, University of Oxford, John Radcliffe Hospital/Headley Way, Oxford, OX3 9DS, United Kingdom
| | - Adrian Harris
- The Weatherall Institute for Molecular Medicine, University of Oxford, John Radcliffe Hospital/Headley Way, Oxford, OX3 9DS, United Kingdom
| | - Mike Partridge
- Cancer Research UK/MRC Oxford Institute for Radiation Oncology, Gray Laboratories, University of Oxford, Old Road Campus, Oxford, OX3 7DQ, United Kingdom
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14
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Liu J, Sun S, Shang H, Lai J, Zhang L. Electrochemical Biosensor Based on Bienzyme and Carbon Nanotubes Incorporated into an Os-complex Thin Film for Continuous Glucose Detection in Human Saliva. ELECTROANAL 2016. [DOI: 10.1002/elan.201501179] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- Jian Liu
- Department of Biomedical Engineering, School of Control Science and Engineering; Shandong University; Jinan 250061 China
| | - Shanhui Sun
- Jinan Central Hospital Affiliated to Shandong University; Jinan 250013 China
| | - Hui Shang
- Shandong Provincial Hospital Affiliated to Shandong University; Jinan 250021 China
| | - Jiahui Lai
- Department of Biomedical Engineering, School of Control Science and Engineering; Shandong University; Jinan 250061 China
| | - Lili Zhang
- School of Mechanical and Automotive Engineering; Qilu University of Technology; Jinan 250353 China
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15
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Ware MJ, Colbert K, Keshishian V, Ho J, Corr SJ, Curley SA, Godin B. Generation of Homogenous Three-Dimensional Pancreatic Cancer Cell Spheroids Using an Improved Hanging Drop Technique. Tissue Eng Part C Methods 2016; 22:312-21. [PMID: 26830354 DOI: 10.1089/ten.tec.2015.0280] [Citation(s) in RCA: 117] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
In vitro characterization of tumor cell biology or of potential anticancer drugs is usually performed using tumor cell lines cultured as a monolayer. However, it has been previously shown that three-dimensional (3D) organization of the tumor cells is important to provide insights on tumor biology and transport of therapeutics. Several methods to create 3D tumors in vitro have been proposed, with hanging drop technique being the most simple and, thus, most frequently used. However, in many cell lines this method has failed to form the desired 3D tumor structures. The aim of this study was to design and test an easy-to-use and highly reproducible modification of the hanging drop method for tumor sphere formation by adding methylcellulose polymer. Most pancreatic cancer cells do not form cohesive and manageable spheres when the original hanging drop method is used, thus we investigated these cell lines for our modified hanging drop method. The spheroids produced by this improved technique were analyzed by histology, light microscopy, immunohistochemistry, and scanning electron microscopy. Results show that using the proposed simple method; we were able to produce uniform spheroids for all five of the tested human pancreatic cancer cell lines; Panc-1, BxPC-3, Capan-1, MiaPaCa-2, and AsPC-1. We believe that this method can be used as a reliable and reproducible technique to make 3D cancer spheroids for use in tumor biology research and evaluation of therapeutic responses, and for the development of bio-artificial tissues.
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Affiliation(s)
- Matthew J Ware
- 1 Department of Nanomedicine, Houston Methodist Research Institute , Houston, Texas.,2 Department of Surgery, Baylor College of Medicine , Houston, Texas
| | - Kevin Colbert
- 1 Department of Nanomedicine, Houston Methodist Research Institute , Houston, Texas
| | - Vazrik Keshishian
- 2 Department of Surgery, Baylor College of Medicine , Houston, Texas
| | - Jason Ho
- 2 Department of Surgery, Baylor College of Medicine , Houston, Texas
| | - Stuart J Corr
- 2 Department of Surgery, Baylor College of Medicine , Houston, Texas
| | - Steven A Curley
- 2 Department of Surgery, Baylor College of Medicine , Houston, Texas
| | - Biana Godin
- 1 Department of Nanomedicine, Houston Methodist Research Institute , Houston, Texas
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16
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Targeting Mitochondrial Function to Treat Quiescent Tumor Cells in Solid Tumors. Int J Mol Sci 2015; 16:27313-26. [PMID: 26580606 PMCID: PMC4661878 DOI: 10.3390/ijms161126020] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2015] [Revised: 10/20/2015] [Accepted: 11/02/2015] [Indexed: 12/12/2022] Open
Abstract
The disorganized nature of tumor vasculature results in the generation of microenvironments characterized by nutrient starvation, hypoxia and accumulation of acidic metabolites. Tumor cell populations in such areas are often slowly proliferating and thus refractory to chemotherapeutical drugs that are dependent on an active cell cycle. There is an urgent need for alternative therapeutic interventions that circumvent growth dependency. The screening of drug libraries using multicellular tumor spheroids (MCTS) or glucose-starved tumor cells has led to the identification of several compounds with promising therapeutic potential and that display activity on quiescent tumor cells. Interestingly, a common theme of these drug screens is the recurrent identification of agents that affect mitochondrial function. Such data suggest that, contrary to the classical Warburg view, tumor cells in nutritionally-compromised microenvironments are dependent on mitochondrial function for energy metabolism and survival. These findings suggest that mitochondria may represent an “Achilles heel” for the survival of slowly-proliferating tumor cells and suggest strategies for the development of therapy to target these cell populations.
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17
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Weiswald LB, Bellet D, Dangles-Marie V. Spherical cancer models in tumor biology. Neoplasia 2015; 17:1-15. [PMID: 25622895 PMCID: PMC4309685 DOI: 10.1016/j.neo.2014.12.004] [Citation(s) in RCA: 815] [Impact Index Per Article: 81.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2014] [Revised: 11/29/2014] [Accepted: 12/04/2014] [Indexed: 12/13/2022] Open
Abstract
Three-dimensional (3D) in vitro models have been used in cancer research as an intermediate model between in vitro cancer cell line cultures and in vivo tumor. Spherical cancer models represent major 3D in vitro models that have been described over the past 4 decades. These models have gained popularity in cancer stem cell research using tumorospheres. Thus, it is crucial to define and clarify the different spherical cancer models thus far described. Here, we focus on in vitro multicellular spheres used in cancer research. All these spherelike structures are characterized by their well-rounded shape, the presence of cancer cells, and their capacity to be maintained as free-floating cultures. We propose a rational classification of the four most commonly used spherical cancer models in cancer research based on culture methods for obtaining them and on subsequent differences in sphere biology: the multicellular tumor spheroid model, first described in the early 70s and obtained by culture of cancer cell lines under nonadherent conditions; tumorospheres, a model of cancer stem cell expansion established in a serum-free medium supplemented with growth factors; tissue-derived tumor spheres and organotypic multicellular spheroids, obtained by tumor tissue mechanical dissociation and cutting. In addition, we describe their applications to and interest in cancer research; in particular, we describe their contribution to chemoresistance, radioresistance, tumorigenicity, and invasion and migration studies. Although these models share a common 3D conformation, each displays its own intrinsic properties. Therefore, the most relevant spherical cancer model must be carefully selected, as a function of the study aim and cancer type.
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Affiliation(s)
- Louis-Bastien Weiswald
- Division of Gastroenterology, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Michael Smith Genome Sciences Center, British Columbia Cancer Agency, Vancouver, British Columbia, Canada; Laboratoire d'Oncobiologie, Hôpital René Huguenin, Institut Curie, St Cloud, France; Université Paris Descartes, Faculté de Pharmacie de Paris, Sorbonne Paris Cité, Paris, France.
| | - Dominique Bellet
- Laboratoire d'Oncobiologie, Hôpital René Huguenin, Institut Curie, St Cloud, France; Université Paris Descartes, Faculté des Sciences Pharmaceutiques et Biologiques, UMR 8151 CNRS-U1022 Inserm, Sorbonne Paris Cité, Paris, France
| | - Virginie Dangles-Marie
- Université Paris Descartes, Faculté de Pharmacie de Paris, Sorbonne Paris Cité, Paris, France; Département de Recherche Translationnelle, Research Center, Institut Curie, Paris, France.
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18
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Uchea C, Owen SF, Chipman JK. Functional xenobiotic metabolism and efflux transporters in trout hepatocyte spheroid cultures. Toxicol Res (Camb) 2015; 4:494-507. [PMID: 25893091 PMCID: PMC4384106 DOI: 10.1039/c4tx00160e] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Accepted: 01/28/2015] [Indexed: 12/12/2022] Open
Abstract
Prediction of xenobiotic fate in fish is important for the regulatory assessment of chemicals under current legislation. Trout hepatocyte spheroids are a promising in vitro model for this assessment. In this investigation, the gene expression and function for xenobiotic metabolism and cellular efflux were characterised. Using fluorescence, transport and real time PCR analysis, the expression and functionality of a variety of genes related to xenobiotic metabolism and drug efflux were assessed in a range of trout hepatocyte culture preparations. Significantly greater levels of expression of genes involved in xenobiotic metabolism and efflux were measured in spheroids (which have been shown to remain viable in excess of 30 days), compared to hepatocytes cultured using conventional suspension and monolayer culture techniques. A transient decline in the expression of genes related to both xenobiotic metabolism and transport was determined during spheroid development, with a subsequent recovery in older spheroids. The most mature spheroids also exhibited an expression profile most comparable to that reported in vivo. Functionality of efflux transporters in spheroids was also demonstrated using fluorescent markers and specific inhibitors. In conclusion, the more physiologically relevant architecture in spheroid cultures provides a high functional integrity in relation to xenobiotic metabolism and efflux. Together with the enhanced gene expression and longevity of the model, hepatocytes in spheroid culture may prove to be an accurate alternative model to study the mechanisms of these processes in fish liver and provide an assay to determine the bioaccumulation potential of environmental contaminants.
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Affiliation(s)
- Chibuzor Uchea
- University of Birmingham , School of Biosciences , Birmingham , B15 2TT , UK ; AstraZeneca , Alderley Park , Macclesfield , Cheshire , SK10 4TF , UK .
| | - Stewart F Owen
- AstraZeneca , Alderley Park , Macclesfield , Cheshire , SK10 4TF , UK .
| | - J Kevin Chipman
- University of Birmingham , School of Biosciences , Birmingham , B15 2TT , UK
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19
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Abstract
Tumour metabolism is an outstanding topic of cancer research, as it determines the growth rate and the global activity of tumours. Recently, by combining the diffusion of oxygen, nutrients, and metabolites in the extracellular environment, and the internal motions that mix live and dead cells, we derived a growth law of solid tumours which is linked to parameters at the cellular level1. Here we use this growth law to obtain a metabolic scaling law for solid tumours, which is obeyed by tumours of different histotypes both in vitro and in vivo, and we display its relation with the fractal dimension of the distribution of live cells in the tumour mass. The scaling behaviour is related to measurable parameters, with potential applications in the clinical practice.
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20
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Grimes DR, Kelly C, Bloch K, Partridge M. A method for estimating the oxygen consumption rate in multicellular tumour spheroids. J R Soc Interface 2014; 11:20131124. [PMID: 24430128 PMCID: PMC3899881 DOI: 10.1098/rsif.2013.1124] [Citation(s) in RCA: 190] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2013] [Accepted: 12/13/2013] [Indexed: 12/11/2022] Open
Abstract
Hypoxia occurs when oxygen levels within a tissue drop below normal physiological levels. In tumours, hypoxia is associated with poor prognosis, increased likelihood of metastasis and resistance to therapy. Imaging techniques, for example, positron emission tomography, are increasingly used in the monitoring of tumour hypoxia and have the potential to help in the planning of radiotherapy. For this application, improved understanding of the link between image contrast and quantitative underlying oxygen distribution would be very useful. Mathematical models of tissue hypoxia and image formation can help understand this. Hypoxia is caused by an imbalance between vascular supply and tissue demand. While much work has been dedicated to the quantitative description of tumour vascular networks, consideration of tumour oxygen consumption is largely neglected. Oxidative respiration in standard two-dimensional cell culture has been widely studied. However, two-dimensional culture fails to capture the complexities of growing three-dimensional tissue which could impact on the oxygen usage. In this study, we build on previous descriptions of oxygen consumption and diffusion in three-dimensional tumour spheroids and present a method for estimating rates of oxygen consumption from spheroids, validated using stained spheroid sections. Methods for estimating the local partial pressure of oxygen, the diffusion limit and the extents of the necrotic core, hypoxic region and proliferating rim are also derived. These are validated using experimental data from DLD1 spheroids at different stages of growth. A relatively constant experimentally derived diffusion limit of 232 ± 22 μm and an O2 consumption rate of 7.29 ± 1.4 × 10(-7) m(3) kg(-1) s(-1) for the spheroids studied was measured, in agreement with laboratory measurements.
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Affiliation(s)
- David Robert Grimes
- The Gray Institute for Radiation Oncology and Biology, University of Oxford, Old Road Campus Research Building, Oxford OX3 7DQ, UK
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21
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Mandujano-Tinoco EA, Gallardo-Pérez JC, Marín-Hernández A, Moreno-Sánchez R, Rodríguez-Enríquez S. Anti-mitochondrial therapy in human breast cancer multi-cellular spheroids. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2013. [DOI: 10.1016/j.bbamcr.2012.11.013] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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22
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An R, Turek J, Matei DE, Nolte D. Live tissue viability and chemosensitivity assays using digital holographic motility contrast imaging. APPLIED OPTICS 2013; 52:A300-9. [PMID: 23292406 DOI: 10.1364/ao.52.00a300] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2012] [Accepted: 10/21/2012] [Indexed: 05/23/2023]
Abstract
Holographic optical coherence imaging is an en face form of optical coherence tomography that uses low-coherence digital holography as a coherence gate to select light from a chosen depth inside scattering tissue. By acquiring successive holograms at a high camera frame rate at a fixed depth, dynamic speckle provides information concerning dynamic light scattering from intracellular motility. Motility contrast imaging (MCI) uses living motion as a label-free and functional biomarker. MCI provides a new form of viability assay and also is applicable for proliferation and cytotoxicity assays. The results presented here demonstrate that low-coherence digital holography can extract viability information from biologically relevant three-dimensional (3D) tissue based on multicellular tumor spheroids by moving beyond the format of two-dimensional cell culture used for conventional high-content analysis. This paper also demonstrates the use of MCI for chemosensitivity assays on tumor exgrafts of excised ovarian cancer tumors responding to standard-of-care cisplatin chemotherapy. This ex vivo application extends the applicability of MCI beyond 3D tissue culture grown in vitro.
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Affiliation(s)
- Ran An
- Department of Physics, Purdue University, West Lafayette, Indiana 47907, USA.
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23
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Milotti E, Vyshemirsky V, Sega M, Chignola R. Interplay between distribution of live cells and growth dynamics of solid tumours. Sci Rep 2012; 2:990. [PMID: 23251776 PMCID: PMC3524520 DOI: 10.1038/srep00990] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2012] [Accepted: 12/03/2012] [Indexed: 01/16/2023] Open
Abstract
Experiments show that simple diffusion of nutrients and waste molecules is not sufficient to explain the typical multilayered structure of solid tumours, where an outer rim of proliferating cells surrounds a layer of quiescent but viable cells and a central necrotic region. These experiments challenge models of tumour growth based exclusively on diffusion. Here we propose a model of tumour growth that incorporates the volume dynamics and the distribution of cells within the viable cell rim. The model is suggested by in silico experiments and is validated using in vitro data. The results correlate with in vivo data as well, and the model can be used to support experimental and clinical oncology.
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Affiliation(s)
- Edoardo Milotti
- Department of Physics, University of Trieste, Via Valerio, 2 - I-34127 Trieste, Italy.
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24
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Courcot E, Leclerc J, Lafitte JJ, Mensier E, Jaillard S, Gosset P, Shirali P, Pottier N, Broly F, Lo-Guidice JM. Xenobiotic metabolism and disposition in human lung cell models: comparison with in vivo expression profiles. Drug Metab Dispos 2012; 40:1953-65. [PMID: 22798553 DOI: 10.1124/dmd.112.046896] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Numerous lung cell lines are currently used as in vitro models for pharmacological and toxicological studies. However, no exhaustive report about the metabolic capacities of these models in comparison with those of lung tissues is available. In the present study, we used a high-throughput quantitative real-time reverse transcription-polymerase chain reaction strategy to characterize the expression profiles of 380 genes encoding proteins involved in the metabolism and disposition of xenobiotics in 10 commonly used lung cell lines (A549, H292, H358, H460, H727, Calu-1, 16HBE, 1 HAEO, BEAS-2B, and L-132) and four primary cultures of human bronchial epithelial cells. Expression results were then compared with those previously obtained in human nontumoral and tumoral lung tissues. Our results revealed disparities in gene expression between lung cell lines or when comparing lung cell lines with primary cells or lung tissues. Primary cell cultures displayed the highest similarities with bronchial mucosa in terms of transcript profiling and therefore seem to be the most relevant in vitro model for investigating the metabolism and bioactivation of toxicants and drugs in bronchial epithelium. H292 and BEAS-2B cell lines, which exhibited the highest homology in gene expression pattern with primary cells and the lowest number of dysregulated genes compared with nontumoral lung tissues, could be used as surrogates for toxicological and pharmacological studies. Overall, our study should provide references for researchers to choose the most appropriate in vitro model for analyzing the cellular effects of drugs or airborne toxicants on the airway.
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25
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De Matteis G, Graudenzi A, Antoniotti M. A review of spatial computational models for multi-cellular systems, with regard to intestinal crypts and colorectal cancer development. J Math Biol 2012. [PMID: 22565629 DOI: 10.1007/s00285‐012‐0539‐4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Colon rectal cancers (CRC) are the result of sequences of mutations which lead the intestinal tissue to develop in a carcinoma following a "progression" of observable phenotypes. The actual modeling and simulation of the key biological structures involved in this process is of interest to biologists and physicians and, at the same time, it poses significant challenges from the mathematics and computer science viewpoints. In this report we give an overview of some mathematical models for cell sorting (a basic phenomenon that underlies several dynamical processes in an organism), intestinal crypt dynamics and related problems and open questions. In particular, major attention is devoted to the survey of so-called in-lattice (or grid) models and off-lattice (off-grid) models. The current work is the groundwork for future research on semi-automated hypotheses formation and testing about the behavior of the various actors taking part in the adenoma-carcinoma progression, from regulatory processes to cell-cell signaling pathways.
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Affiliation(s)
- Giovanni De Matteis
- Department of Mathematics "F. Enriques", University of Milan, Via Saldini 50, 20133 Milan, Italy
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A review of spatial computational models for multi-cellular systems, with regard to intestinal crypts and colorectal cancer development. J Math Biol 2012; 66:1409-62. [PMID: 22565629 DOI: 10.1007/s00285-012-0539-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2011] [Revised: 04/11/2012] [Indexed: 02/06/2023]
Abstract
Colon rectal cancers (CRC) are the result of sequences of mutations which lead the intestinal tissue to develop in a carcinoma following a "progression" of observable phenotypes. The actual modeling and simulation of the key biological structures involved in this process is of interest to biologists and physicians and, at the same time, it poses significant challenges from the mathematics and computer science viewpoints. In this report we give an overview of some mathematical models for cell sorting (a basic phenomenon that underlies several dynamical processes in an organism), intestinal crypt dynamics and related problems and open questions. In particular, major attention is devoted to the survey of so-called in-lattice (or grid) models and off-lattice (off-grid) models. The current work is the groundwork for future research on semi-automated hypotheses formation and testing about the behavior of the various actors taking part in the adenoma-carcinoma progression, from regulatory processes to cell-cell signaling pathways.
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27
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Rodday B, Hirschhaeuser F, Walenta S, Mueller-Klieser W. Semiautomatic Growth Analysis of Multicellular Tumor Spheroids. ACTA ACUST UNITED AC 2011; 16:1119-24. [DOI: 10.1177/1087057111419501] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Multicellular tumor spheroids (MCTS) are routinely employed as three-dimensional in vitro models to study tumor biology. Cultivation of MCTS in spinner flasks provides better growing conditions, especially with regard to the availability of nutrients and oxygen, when compared with microtiter plates. The main endpoint of drug response experiments is spheroid size. It is common practice to analyze spheroid size manually with a microscope and an ocular micrometer. This requires removal of some spheroids from the flask, which entails major limitations such as loss of MCTS and the risk of contamination. With this new approach, the authors present an efficient and highly reproducible method to analyze the size of complete MCTS populations in culture containers with transparent, flat bottoms. MCTS sediments are digitally scanned and spheroid volumes are calculated by computerized image analysis. The equipment includes regular office hardware (personal computer, flatbed scanner) and software (Adobe Photoshop, Microsoft Excel, ImageJ). The accuracy and precision of the method were tested using industrial precision steel beads with known diameter. In summary, in comparison with other methods, this approach provides benefits in terms of semiautomation, noninvasiveness, and low costs.
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Affiliation(s)
- Bjoern Rodday
- Institute of Physiology and Pathophysiology, University Medical Center of the Johannes Gutenberg University of Mainz, 55128 Mainz, Germany
| | - Franziska Hirschhaeuser
- Institute of Physiology and Pathophysiology, University Medical Center of the Johannes Gutenberg University of Mainz, 55128 Mainz, Germany
| | - Stefan Walenta
- Institute of Physiology and Pathophysiology, University Medical Center of the Johannes Gutenberg University of Mainz, 55128 Mainz, Germany
| | - Wolfgang Mueller-Klieser
- Institute of Physiology and Pathophysiology, University Medical Center of the Johannes Gutenberg University of Mainz, 55128 Mainz, Germany
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Swietach P, Hulikova A, Vaughan-Jones RD, Harris AL. New insights into the physiological role of carbonic anhydrase IX in tumour pH regulation. Oncogene 2010; 29:6509-21. [PMID: 20890298 DOI: 10.1038/onc.2010.455] [Citation(s) in RCA: 178] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2010] [Revised: 08/30/2010] [Accepted: 08/31/2010] [Indexed: 12/15/2022]
Abstract
In this review, we discuss the role of the tumour-associated carbonic anhydrase isoform IX (CAIX) in the context of pH regulation. We summarise recent experimental findings on the effect of CAIX on cell growth and survival, and present a diffusion-reaction model to help in the assessment of CAIX function under physiological conditions. CAIX emerges as an important facilitator of acid diffusion and acid transport, helping to overcome large cell-to-capillary distances that are characteristic of solid tumours. The source of substrate for CAIX catalysis is likely to be CO₂, generated by adequately oxygenated mitochondria or from the titration of metabolic acids with HCO₃⁻ taken up from the extracellular milieu. The relative importance of these pathways will depend on oxygen and metabolite availability, the spatiotemporal patterns of the cell's exposure to hypoxia and on the regulation of metabolism by genes. This is now an important avenue for further investigation. The importance of CAIX in regulating tumour pH highlights the protein as a potential target for cancer therapy.
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Affiliation(s)
- P Swietach
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, UK.
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29
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Kuznetsova LA, Bazou D, Edwards GO, Coakley WT. Multiple three-dimensional mammalian cell aggregates formed away from solid substrata in ultrasound standing waves. Biotechnol Prog 2009; 25:834-41. [PMID: 19399828 DOI: 10.1002/btpr.164] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Single and multiple three-dimensional cell aggregates of human red blood cells (RBCs) and HepG2 cells were formed rapidly in low mega-Hertz ultrasound standing wave fields of different geometries. A single discoid aggregate was formed in a half-wavelength pathlength resonator at a cell concentration sufficient to produce a 3D structure. Multiple cell aggregates were formed on the axis of a cylindrical resonator with a plane transducer (discoid aggregates); in a resonator with a tubular transducer and in the cross-fields of plane and tubular transducers and two plane orthogonal transducers (all cylindrical aggregates). Mechanically strong RBC aggregates were obtained by crosslinking with wheat germ agglutinin (WGA, a lectin). Scanning electron microscopy showed aggregate surface porous structures when RBCs were mixed with WGA before sonication and tighter packing when ultrasonically preformed aggregates were subsequently exposed to a flow containing WGA. HepG2 cell aggregates showed strong accumulation of F-actin at sites of cell-cell contact consistent with increased mechanical stability. The aggregates had a porous surface, and yet confocal microscopy revealed a tight packing of cells in the aggregate's inner core.
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Swietach P, Patiar S, Supuran CT, Harris AL, Vaughan-Jones RD. The role of carbonic anhydrase 9 in regulating extracellular and intracellular ph in three-dimensional tumor cell growths. J Biol Chem 2009; 284:20299-310. [PMID: 19458084 PMCID: PMC2740455 DOI: 10.1074/jbc.m109.006478] [Citation(s) in RCA: 233] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2009] [Indexed: 12/21/2022] Open
Abstract
We have studied the role of carbonic anhydrase 9 (CA9), a cancer-associated extracellular isoform of the enzyme carbonic anhydrase in multicellular spheroid growths (radius of approximately 300 microm) of human colon carcinoma HCT116 cells. Spheroids were transfected with CA9 (or empty vector) and imaged confocally (using fluorescent dyes) for both intracellular pH (pH(i)) and pH in the restricted extracellular spaces (pH(e)). With no CA9 expression, spheroids developed very low pH(i) (approximately 6.3) and reduced pH(e) (approximately 6.9) at their core, associated with a diminishing gradient of acidity extending out to the periphery. With CA9 expression, core intracellular acidity was less prominent (pH(i) = approximately 6.6), whereas extracellular acidity was enhanced (pH(e) = approximately 6.6), so that radial pH(i) gradients were smaller and radial pH(e) gradients were larger. These effects were reversed by eliminating CA9 activity with membrane-impermeant CA inhibitors. The observation that CA9 activity reversibly reduces pH(e) indicates the enzyme is facilitating CO(2) excretion from cells (by converting vented CO(2) to extracellular H(+)), rather than facilitating membrane H(+) transport (such as H(+) associated with metabolically generated lactic acid). This latter process requires titration of exported H(+) ions with extracellular HCO(3)(-), which would reduce rather than increase extracellular acidity. In a multicellular structure, the net effect of CA9 on pH(e) will depend on the cellular CO(2)/lactic acid emission ratio (set by local oxygenation and membrane HCO(3)(-) uptake). Our results suggest that CO(2)-producing tumors may express CA9 to facilitate CO(2) excretion, thus raising pH(i) and reducing pH(e), which promotes tumor proliferation and survival. The results suggest a possible basis for attenuating tumor development through inhibiting CA9 activity.
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Affiliation(s)
- Pawel Swietach
- From the Department of Physiology, Anatomy and Genetics, Burdon Sanderson Cardiac Science Centre, Oxford OX1 3PT, United Kingdom
| | - Shalini Patiar
- the Weatherall Institute of Molecular Medicine, Oxford OX3 9DS, United Kingdom
| | - Claudiu T. Supuran
- the Laboratorio di Chimica Bioinorganica, Universita degli Studi di Firenze, I-50019 Firenze, Italy
| | - Adrian L. Harris
- the Weatherall Institute of Molecular Medicine, Oxford OX3 9DS, United Kingdom
| | - Richard D. Vaughan-Jones
- From the Department of Physiology, Anatomy and Genetics, Burdon Sanderson Cardiac Science Centre, Oxford OX1 3PT, United Kingdom
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Abstract
The metabolic phenotype of tumor cells promote the proliferative state, which indicates that (a) cell transformation is associated with the activation of specific metabolic substrate channels toward nucleic acid synthesis and (b) increased expression phosphorylation, allosteric or transcriptional regulation of intermediary metabolic enzymes and their substrate availability together mediate unlimited growth. It is evident that cell transformation due to various K-ras point mutations is associated with the activation of specific metabolic substrate channels that increase glucose channeling toward nucleic acid synthesis. Therefore, phosphorylation, allosteric and transcriptional regulation of intermediary metabolic enzymes and their substrate availability together mediate cell transformation and growth. In this review, we summarize opposite changes in metabolic phenotypes induced by various cell-transforming agents, and tumor growth-inhibiting drugs or phytochemicals, or novel synthetic antileukemic drugs such as imatinib mesylate (Gleevec). Metabolic enzymes that further incite growth signaling pathways and thus promote malignant cell transformation serve as high-efficacy nongenetic novel targets for cancer therapies.
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Rodríguez-Enríquez S, Gallardo-Pérez JC, Avilés-Salas A, Marín-Hernández A, Carreño-Fuentes L, Maldonado-Lagunas V, Moreno-Sánchez R. Energy metabolism transition in multi-cellular human tumor spheroids. J Cell Physiol 2008; 216:189-97. [PMID: 18264981 DOI: 10.1002/jcp.21392] [Citation(s) in RCA: 116] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
It is thought that glycolysis is the predominant energy pathway in cancer, particularly in solid and poorly vascularized tumors where hypoxic regions develop. To evaluate whether glycolysis does effectively predominate for ATP supply and to identify the underlying biochemical mechanisms, the glycolytic and oxidative phosphorylation (OxPhos) fluxes, ATP/ADP ratio, phosphorylation potential, and expression and activity of relevant energy metabolism enzymes were determined in multi-cellular tumor spheroids, as a model of human solid tumors. In HeLa and Hek293 young-spheroids, the OxPhos flux and cytochrome c oxidase protein content and activity were similar to those observed in monolayer cultured cells, whereas the glycolytic flux increased two- to fourfold; the contribution of OxPhos to ATP supply was 60%. In contrast, in old-spheroids, OxPhos, ATP content, ATP/ADP ratio, and phosphorylation potential diminished 50-70%, as well as the activity (88%) and content (3 times) of cytochrome c oxidase. Glycolysis and hexokinase increased significantly (both, 4 times); consequently glycolysis was the predominant pathway for ATP supply (80%). These changes were associated with an increase (3.3 times) in the HIF-1alpha content. After chronic exposure, both oxidative and glycolytic inhibitors blocked spheroid growth, although the glycolytic inhibitors, 2-deoxyglucose and gossypol (IC(50) of 15-17 nM), were more potent than the mitochondrial inhibitors, casiopeina II-gly, laherradurin, and rhodamine 123 (IC(50) > 100 nM). These results suggest that glycolysis and OxPhos might be considered as metabolic targets to diminish cellular proliferation in poorly vascularized, hypoxic solid tumors.
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Yu M, Zloty D, Cowan B, Shapiro J, Haegert A, Bell RH, Warshawski L, Carr N, McElwee KJ. Superficial, nodular, and morpheiform basal-cell carcinomas exhibit distinct gene expression profiles. J Invest Dermatol 2008; 128:1797-805. [PMID: 18200053 DOI: 10.1038/sj.jid.5701243] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Basal-cell carcinoma (BCC), the most common neoplasm in humans, occurs in a variety of morphological presentations. The mechanisms of BCC development downstream of the initial genetic mutations are not well understood, and different BCC morphological presentations might exhibit distinct gene expression patterns. We investigated superficial (n=8), nodular (n=8), and morpheiform (n=7) BCCs using 21K cDNA microarrays. Global gene expression profiles between respective BCC subtypes, and as compared with normal skin (n=8), were statistically defined by significance analysis of microarrays (SAM). Thirty-seven genes were subsequently validated by quantitative reverse transcriptase-PCR analysis using an expanded set of 31 BCCs. Gene ontology analysis indicated that gene expression patterns of BCC subtypes in multiple biological processes showed significant variation, particularly in genes associated with the mitogen-activated protein kinase (MAPK) pathway. Notably, genes involved in response to DNA-damage stimulus were uniquely upregulated in morpheiform BCCs. Our results indicate a relative similarity in gene expression between nodular and superficial BCC subtypes. In contrast, morpheiform BCCs are more diverse, with gene expression patterns consistent with their more "invasive" phenotype. These data may help us understand the complex behavior of BCC subtypes and may eventually lead to new therapeutic strategies.
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Affiliation(s)
- Mei Yu
- Department of Dermatology and Skin Science, University of British Columbia, Vancouver, British Columbia, Canada
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Indovina P, Collini M, Chirico G, Santini MT. Three-dimensional cell organization leads to almost immediate HRE activity as demonstrated by molecular imaging of MG-63 spheroids using two-photon excitation microscopy. FEBS Lett 2007; 581:719-26. [PMID: 17270179 DOI: 10.1016/j.febslet.2007.01.040] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2006] [Accepted: 01/16/2007] [Indexed: 11/23/2022]
Abstract
Hypoxia through HRE (hypoxia-responsive element) activity in MG-63 human osteosarcoma cells grown in monolayer and as very small, three-dimensional tumor spheroids was investigated using molecular imaging techniques. MG-63 cells were stably transfected with a vector constructed with multiple copies of the HRE sequence of the human vascular endothelial growth factor (VEGF) gene and with the enhanced green fluorescent protein (EGFP) coding sequence. During hypoxia when HIF-1alpha (hypoxia-inducible factor-1alpha) is stabilized, the binding of HIF-1 to the HRE sequences of the vector allows the transcription of EGFP and the appearance of fluorescence. Transfected monolayer cells were characterized by flow cytometric analysis in response to various hypoxic conditions and HIF-1alpha expression in these cells was assessed by Western blotting. Two-photon excitation (TPE) microscopy was then used to examine both MG-63-transfected monolayer cells and spheroids at 2 and 5 days of growth in normoxic conditions. Monolayer cells reveal almost no fluorescence, whereas even very small spheroids (<100 microm) after 2 days of growth contain regions of high fluorescence. For the first time in the literature, at least to our knowledge, it is demonstrated, using highly sensitive and non-perturbing molecular imaging techniques, that three-dimensional cell organization leads to almost immediate HRE activation. This activation of the HRE sequences, which control a wide variety of genes, suggests that monolayer cells and spheroids of the MG-63 cell line have different genes activated and thus diverse functional activities.
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Affiliation(s)
- Paola Indovina
- Dipartimento di Ematologia, Oncologia e Medicina Molecolare, Istituto Superiore di Sanità, Viale Regina Elena, 299, 00161 Rome, Italy
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Galle J, Aust G, Schaller G, Beyer T, Drasdo D. Individual cell-based models of the spatial-temporal organization of multicellular systems--achievements and limitations. Cytometry A 2006; 69:704-10. [PMID: 16807896 DOI: 10.1002/cyto.a.20287] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Computational approaches of multicellular assemblies have reached a stage where they may contribute to unveil the processes that underlie the organization of tissues and multicellular aggregates. In this article, we briefly review and present some new results on a number of 3D lattice free individual cell-based mathematical models of epithelial cell populations. The models we consider here are parameterized by bio-physical and cell-biological quantities on the level of an individual cell. Eventually, they aim at predicting the dynamics of the biological processes on the tissue level. We focus on a number of systems, the growth of cell populations in vitro, and the spatial-temporal organization of regenerative tissues. For selected examples we compare different model approaches and show that the qualitative results are robust with respect to many model details. Hence, for the qualitative features and largely for the quantitative features many model details do not matter as long as characteristic biological features and mechanisms are correctly represented. For a quantitative prediction, the control of the bio-physical and cell-biological parameters on the molecular scale has to be known. At this point, slide-based cytometry may contribute. It permits to track the fate of cells and other tissue subunits in time and validated the organization processes predicted by the mathematical models.
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Affiliation(s)
- J Galle
- Interdisciplinary Centre for Bioinformatics, University of Leipzig, Germany
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36
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Schaller G, Meyer-Hermann M. Continuum versus discrete model: a comparison for multicellular tumour spheroids. PHILOSOPHICAL TRANSACTIONS. SERIES A, MATHEMATICAL, PHYSICAL, AND ENGINEERING SCIENCES 2006; 364:1443-64. [PMID: 16766354 DOI: 10.1098/rsta.2006.1780] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
We study multicellular tumour spheroids with a continuum model based on partial differential equations (PDEs). The model includes viable and necrotic cell densities, as well as oxygen and glucose concentrations. Viable cells consume nutrients and become necrotic below critical nutrient concentrations. Proliferation of viable cells is contact-inhibited if the total cellular density locally exceeds volume carrying capacity. The model is discussed under the assumption of spherical symmetry. Unknown model parameters are determined by simultaneously fitting the cell number to several experimental growth curves for different nutrient concentrations. The outcome of the PDE model is compared with an analogous off-lattice agent-based model for tumour growth. It turns out that the numerically more efficient PDE model suffices to explain the macroscopic growth data. As in the agent-based model, we find that the experimental growth curves are only reproduced when a necrotic core develops. However, evaluation of morphometric properties yields differences between the models and the experiment.
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Affiliation(s)
- Gernot Schaller
- Institut für Theoretische Physik, Technische Universität Dresden, Zellescher Weg 17, 01069 Dresden, Germany.
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Zhang X, Wang W, Yu W, Xie Y, Zhang X, Zhang Y, Ma X. Development of an in vitro multicellular tumor spheroid model using microencapsulation and its application in anticancer drug screening and testing. Biotechnol Prog 2006; 21:1289-96. [PMID: 16080713 DOI: 10.1021/bp050003l] [Citation(s) in RCA: 126] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
In this study, an in vitro multicellular tumor spheroid model was developed using microencapsulation, and the feasibility of using the microencapsulated multicellular tumor spheroid (MMTS) to test the effect of chemotherapeutic drugs was investigated. Human MCF-7 breast cancer cells were encapsulated in alginate-poly-l-lysine-alginate (APA) microcapsules, and a single multicellular spheroid 150 mum in diameter was formed in the microcapsule after 5 days of cultivation. The cell morphology, proliferation, and viability of the MMTS were characterized using phase contrast microscopy, BrdU-labeling, MTT stain, calcein AM/ED-2 stain, and H&E stain. It demonstrated that the MMTS was viable and that the proliferating cells were mainly localized to the periphery of the cell spheroid and the apoptotic cells were in the core. The MCF-7 MMTS was treated with mitomycin C (MC) at a concentration of 0.1, 1, or 10 times that of peak plasma concentration (ppc) for up to 72 h. The cytotoxicity was demonstrated clearly by the reduction in cell spheroid size and the decrease in cell viability. The MMTS was further used to screen the anticancer effect of chemotherapeutic drugs, treated with MC, adriamycin (ADM) and 5-fluorouracil (5-FU) at concentrations of 0.1, 1, and 10 ppc for 24, 48, and 72 h. MCF-7 monolayer culture was used as control. Similar to monolayer culture, the cell viability of MMTS was reduced after treatment with anticancer drugs. However, the inhibition rate of cell viability in MMTS was much lower than that in monolayer culture. The MMTS was more resistant to anticancer drugs than monolayer culture. The inhibition rates of cell viability were 68.1%, 45.1%, and 46.8% in MMTS and 95.1%, 86.8%, and 91.6% in monolayer culture treated with MC, ADM, and 5-FU at 10 ppc for 72 h, respectively. MC showed the strongest cytotoxicity in both MMTS and monolayer, followed by 5-FU and ADM. It demonstrated that the MMTS has the potential to be a rapid and valid in vitro model to screen chemotherapeutic drugs with a feature to mimic in vivo three-dimensional (3-D) cell growth pattern.
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Affiliation(s)
- Xulang Zhang
- Laboratory of Biomedical Material Engineering, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, China
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Schaller G, Meyer-Hermann M. Multicellular tumor spheroid in an off-lattice Voronoi-Delaunay cell model. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2005; 71:051910. [PMID: 16089574 DOI: 10.1103/physreve.71.051910] [Citation(s) in RCA: 97] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2004] [Revised: 09/22/2004] [Indexed: 05/03/2023]
Abstract
We study multicellular tumor spheroids by introducing a new three-dimensional agent-based Voronoi-Delaunay hybrid model. In this model, the cell shape varies from spherical in thin solution to convex polyhedral in dense tissues. The next neighbors of the cells are provided by a weighted Delaunay triangulation with on average linear computational complexity. The cellular interactions include direct elastic forces and cell-cell as well as cell-matrix adhesion. The spatiotemporal distribution of two nutrients--oxygen and glucose--is described by reaction-diffusion equations. Viable cells consume the nutrients, which are converted into biomass by increasing the cell size during the G1 phase. We test hypotheses on the functional dependence of the uptake rates and use computer simulations to find suitable mechanisms for the induction of necrosis. This is done by comparing the outcome with experimental growth curves, where the best fit leads to an unexpected ratio of oxygen and glucose uptake rates. The model relies on physical quantities and can easily be generalized towards tissues involving different cell types. In addition, it provides many features that can be directly compared with the experiment.
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Affiliation(s)
- Gernot Schaller
- Institut für Theoretische Physik, Technische Universität Dresden, D-01062 Dresden, Germany.
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39
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Guarino RD, Dike LE, Haq TA, Rowley JA, Pitner JB, Timmins MR. Method for determining oxygen consumption rates of static cultures from microplate measurements of pericellular dissolved oxygen concentration. Biotechnol Bioeng 2005; 86:775-87. [PMID: 15162453 DOI: 10.1002/bit.20072] [Citation(s) in RCA: 84] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
We describe a simple protocol for determining the oxygen consumption of cells in static culture. The protocol is based on a noninvasive oxygen-sensing microplate and a simple mathematical model derived from Fick's Law. The applicability of the model is confirmed by showing the correlation of computed oxygen consumption rate (OCR) values to actual cell densities ascertained by direct cell counting and/or MTT for HL60 and U937 cells cultured in suspension. Correlation between computed OCR and these other indications of cell number was quite good, as long as the cultures were not diffusion-limited for oxygen. The impact of the geometric factors of media depth and well size were confirmed to be consistent with the model. Based on this demonstrated correlation, we also developed a simple, completely noninvasive algorithm for ascertaining the per-cell oxygen utilization rate (OUR), which is the ratio of OCR to cell number, and a fundamental cell characteristic. This is accomplished by correlating the known seed densities to extrapolated determinations of OCR at time zero. Such determinations were performed for numerous cell types, in varying well sizes. Resulting OUR values are consistent with literature values acquired by far more painstaking methods, and ranged from <0.01 fmol.min(-1).cell(-1) for bacteria to 0.1-10 fmol.min(-1).cell(-1) for immortalized mammalian and insect cell lines to >10 fmol.min(-1).cell(-1) for primary hepatocytes. This protocol for determining OCR and OUR is extremely simple and broadly applicable and can afford rapid, informative, and noninvasive insight into the state of the culture.
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Sanchez-Bustamante CD, Kelm JM, Mitta B, Fussenegger M. Heterologous protein production capacity of mammalian cells cultivated as monolayers and microtissues. Biotechnol Bioeng 2005; 93:169-80. [PMID: 16255048 DOI: 10.1002/bit.20679] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
A precise understanding of processes managing heterologous protein production in vitro and in vivo is essential for the manufacture of sophisticated biopharmaceuticals as well as for future gene therapy and tissue engineering initiatives. Capitalizing on the gravity-enforced self-assembly of monodispersed cells into coherent (multicellular) microtissues we studied heterologous protein production of microtissues and monolayers derived from cell lines and primary cells engineered/transduced for (i) constitutive, (ii) proliferation-controlled, (iii) macrolide-, or (iv) gas-inducible expression of the human placental secreted alkaline phosphatase (SEAP) and of the Bacillus stearothermophilus-derived secreted alpha-amylase (SAMY). Specific productivity of cells assembled in microtissues was up to 20-fold higher than isogenic monolayer cultures. Diffusion across microtissues could be further increased by HUVEC-mediated vascularization. As well as higher specific protein productivities, microtissues were also more efficient than monolayer cultures in assembling transgenic lentiviral particles. Our results showed that mammalian cells embedded in a tissue-like three-dimensional (3D) microenvironment exhibit increased production capacity. This observation should be considered for gene therapy and tissue engineering scenarios as well as for biopharmaceutical manufacturing.
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Affiliation(s)
- Carlota Diaz Sanchez-Bustamante
- Institute for Chemical and Bio-Engineering, ICB, Swiss Federal Institute of Technology, ETH Hoenggerberg, HCI F115, Wolfgang-Pauli-Strasse 10, CH-8093 Zurich, Switzerland
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41
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Damelin LH, Coward S, Choudhury SF, Chalmers SA, Cox IJ, Robertson NJ, Revial G, Miles M, Tootle R, Hodgson HJF, Selden C. Altered mitochondrial function and cholesterol synthesis influences protein synthesis in extended HepG2 spheroid cultures. Arch Biochem Biophys 2004; 432:167-77. [PMID: 15542055 DOI: 10.1016/j.abb.2004.09.023] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2004] [Revised: 09/22/2004] [Indexed: 11/26/2022]
Abstract
Cultures of hepatocytes and HepG2 cells provide useful in vitro models of liver specific function. In this study, we investigated metabolic and biosynthetic function in 3-D HepG2 spheroid cultures, in particular to characterise changes on prolonged culture. We show that HepG2 cells cultured in spheroids demonstrate a reduction in mitochondrial membrane potential and respiration following 10 days of culture. This coincides with a modest reduction in glycolysis but an increase in glucose uptake where increased glycogen synthesis occurs at the expense of the intracellular ATP pool. Lowered biosynthesis coincides with and is linked to mitochondrial functional decline since low glucose-adapted spheroids, which exhibit extended mitochondrial function, have stable biosynthetic activity during extended culture although biosynthetic function is lower. This indicates that glucose is required for biosynthetic output but sustained mitochondrial function is required for the maintenance of biosynthetic function. Furthermore, we show that cholesterol synthesis is markedly increased in spheroids cf. monolayer culture and that inhibition of cholesterol synthesis by lovastatin extends mitochondrial and biosynthetic function. Therefore, increased cholesterol synthesis and/or its derivatives contributes to mitochondrial functional decline in extended HepG2 spheroid cultures.
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Affiliation(s)
- Leonard H Damelin
- Department of Medicine, Royal Free Campus, Royal Free and UCL Medical School, Rowland Hill Street, Hampstead, London, NW3 2PF, United Kingdom.
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Serganova I, Doubrovin M, Vider J, Ponomarev V, Soghomonyan S, Beresten T, Ageyeva L, Serganov A, Cai S, Balatoni J, Blasberg R, Gelovani J. Molecular imaging of temporal dynamics and spatial heterogeneity of hypoxia-inducible factor-1 signal transduction activity in tumors in living mice. Cancer Res 2004; 64:6101-8. [PMID: 15342393 DOI: 10.1158/0008-5472.can-04-0842] [Citation(s) in RCA: 130] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Tumor hypoxia is a spatially and temporally heterogeneous phenomenon, which results from several tumor and host tissue-specific processes. To study the dynamics and spatial heterogeneity of hypoxia-inducible factor-1 (HIF-1)-specific transcriptional activity in tumors, we used repetitive noninvasive positron emission tomography (PET) imaging of hypoxia-induced HIF-1 transcriptional activity in tumors in living mice. This approach uses a novel retroviral vector bearing a HIF-1-inducible "sensor" reporter gene (HSV1-tk/GFP fusion) and a constitutively expressed "beacon" reporter gene (DsRed2/XPRT). C6 glioma cells transduced with this multireporter system revealed dose-dependent patterns in temporal dynamics of HIF-1 transcriptional activity induced by either CoCl2 or decreased atmospheric oxygen concentration. Multicellular spheroids of C6 reporter cells developed a hypoxic core when >350 microm in diameter. 18F-2'-fluoro-2'deoxy-1beta-D-arabionofuranosyl-5-ethyl-uracil (FEAU) PET revealed spatial heterogeneity of HIF-1 transcriptional activity in reporter xenografts in mice as a function of size or ischemia-reperfusion injury. With increasing tumor diameter (>3 mm), a marked increase in HIF-1 transcriptional activity was observed in the core regions of tumors. Even a moderate ischemia-reperfusion injury in small C6 tumors caused a rapid induction of HIF-1 transcriptional activity, which persisted for a long time because of the inability of C6 tumors to rapidly compensate acute changes in tumor microcirculation.
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Affiliation(s)
- Inna Serganova
- Department of Neurology, Memorial Sloan-Kettering Cancer Center, New York, New York, USA
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Abstract
Tissue engineering is a rapidly evolving discipline that seeks to repair, replace, or regenerate specific tissues or organs by translating fundamental knowledge in physics, chemistry, and biology into practical and effective materials, devices, systems, and clinical strategies. Stem cells and progenitors that are capable of forming new tissue with one or more connective tissue phenotypes are available from many adult tissues and are defined as connective tissue progenitors. There are four major cell-based tissue-engineering strategies: (1) targeting local connective tissue progenitors where new tissue is desired, (2) transplanting autogenous connective tissue progenitors, (3) transplanting culture-expanded or modified connective tissue progenitors, and (4) transplanting fully formed tissue generated in vitro or in vivo. Stem cell function is controlled by changes in stem cell activation and self-renewal or by changes in the proliferation, migration, differentiation, or survival of the progeny of stem cell activation, the downstream progenitor cells. Three-dimensional porous scaffolds promote new tissue formation by providing a surface and void volume that promotes the attachment, migration, proliferation, and desired differentiation of connective tissue progenitors throughout the region where new tissue is needed. Critical variables in scaffold design and function include the bulk material or materials from which it is made, the three-dimensional architecture, the surface chemistry, the mechanical properties, the initial environment in the area of the scaffold, and the late scaffold environment, which is often determined by degradation characteristics. Local presentation or delivery of bioactive molecules can change the function of connective tissue progenitors (activation, proliferation, migration, differentiation, or survival) in a manner that results in new or enhanced local tissue formation. All cells require access to substrate molecules (oxygen, glucose, and amino acids). A balance between consumption and local delivery of these substrates is needed if cells are to survive. Transplanted cells are particularly vulnerable. Theoretical calculations can be used to explore the relationships among cell density, diffusion distance, and cell viability within a graft and to design improved strategies for transplantation of connective tissue progenitors. Rational strategies for tissue engineering seek to optimize new tissue formation through the logical selection of conditions that modulate the performance of connective tissue progenitors in a graft site to produce a desired tissue. This increasingly involves strategies that combine cells, matrices, inductive stimuli, and techniques that enhance the survival and performance of local or transplanted connective tissue progenitors.
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Affiliation(s)
- George F Muschler
- Departments of Orthopaedic Surgery and Biomedical Engineering (A41), The Cleveland Clinic Foundation, 9500 Euclid Avenue, Cleveland, OH 44195, USA.
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Hall MD, Martin C, Ferguson DJP, Phillips RM, Hambley TW, Callaghan R. Comparative efficacy of novel platinum(IV) compounds with established chemotherapeutic drugs in solid tumour models. Biochem Pharmacol 2004; 67:17-30. [PMID: 14667925 DOI: 10.1016/j.bcp.2003.07.016] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Platinum(II)-based anticancer drugs are associated with high reactivity and thus a poor biological stability. The platinum(IV)-complexes display potential advantages due to their greater stability and bioreductive activation, thereby allowing a greater proportion of the drug to arrive at the target intact. All compounds tested were able to produce cytotoxicity in monolayer cell cultures, however, the potencies of platinum(IV) drugs were lower than that observed for the platinum(II) compounds or established organic chemotherapeutic agents. There was no significant alteration in the potency of platinum(II) or (IV) compounds to produce cytotoxicity in multicellular tumour spheroids (MCTS) compared to monolayer cultures. All the organic and platinum-based cytotoxic agents produced, to varying degrees, either a retardation or reduction in MCTS growth. Proliferating cells were restricted to the outer two to three cellular layers in intermediate (d=350 microm) and large (d=600 microm) MCTS. Regardless of MCTS size, drug treatment produced a larger and more widely distributed proliferating cell population, consistent with the recruitment of quiescent cells to the proliferating pool following cytotoxic damage. Histology indicated that the predominant morphological change was that of apoptosis, although there was some drug-dependent effects such as the metaphase arrest produced by vinblastine and chromatin dispersal to the periphery of nuclei produced by doxorubicin. In summary, whilst the platinum(IV) derivatives were able to produce cytotoxicity via apoptosis, the introduction of a stable axial group significantly retarded the rate at which this occurred.
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Affiliation(s)
- Matthew D Hall
- Centre for Heavy Metals Research, School of Chemistry, The University of Sydney, NSW 2006, Sydney, Australia
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Mogayzel PJ, Esmail M, Wagner TL, Zeitlin PL, Ashlock M. cis-Acting elements within CFTR 5'-flanking DNA are not sufficient to decrease gene expression in response to phorbol ester. BIOCHIMICA ET BIOPHYSICA ACTA 2002; 1576:306-15. [PMID: 12084577 DOI: 10.1016/s0167-4781(02)00395-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
The cystic fibrosis transmembrane conductance regulator gene (CFTR) is regulated in a tissue-specific and developmental fashion. Although it has been known for some time that phorbol esters decrease CFTR expression in cell lines that have high CFTR mRNA levels, the cis-acting elements that control this down-regulation remain ill-defined. The role of cis-acting elements within the CFTR minimal promoter in modulating responses to phorbol 12-myristate 13-acetate (PMA) and forskolin was assessed using luciferase reporter gene (luc)-containing plasmids transfected into Calu-3 and HT-29 cells. PMA treatment had no effect on luciferase activity in Calu-3 cells transiently transfected with plasmids containing luc driven by up to 2.3 kb of CFTR 5'-flanking DNA. PMA increased luciferase activity in transfected HT-29 cells. A more extensive region of DNA was evaluated using a yeast artificial chromosome (YAC) containing luc driven by approximately 335 of CFTR 5'-flanking DNA (y5'luc) stably introduced into HT-29 cells. Clonal cell lines containing y5'luc were created and assessed for luciferase activity at baseline and in response to forskolin and PMA. There was a wide range of baseline luciferase activities among the clones (42-1038 units/microg protein) that was not entirely due to the number of luc copies present within the cells. Treatment with both PMA and forskolin led to increased luciferase activity in six randomly selected clonal cell lines. As expected, endogenous CFTR expression increased in response to forskolin and decreased in response to PMA. These studies demonstrate that luc-containing YAC vectors can be used to study CFTR expression in human cells. In addition, these data suggest that important regulatory elements responsible for decreased CFTR expression in response to PMA are not located upstream of CFTR in the approximately 335 kb 5'-flanking sequence included in this YAC construct.
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Affiliation(s)
- Peter J Mogayzel
- Eudowood Division of Pediatric Respiratory Sciences, The Johns Hopkins Medical Institutions, 600 North Wolfe Street, Park 316, Baltimore, MD 21287-2533, USA.
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Alpaugh ML, Barsky SH. Reversible model of spheroid formation allows for high efficiency of gene delivery ex vivo and accurate gene assessment in vivo. Hum Gene Ther 2002; 13:1245-58. [PMID: 12133277 DOI: 10.1089/104303402320139023] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The native three-dimensional architecture of carcinomas, which governs numerous autocrine-paracrine interactions related to tumor progression, cannot be faithfully recreated in most in vitro models. Even when the three-dimensional architecture is recreated in artificial scaffolds such as soft agar, this approach does not truly recreate the natural microenvironment of the tumor. Multicellular spheroids can reasonably recreate in vitro the natural three-dimensional architecture of carcinomas, but even the most efficient gene delivery vectors will penetrate only the outer layers of these structures and hence only a small fraction of cells will receive the gene of interest. If the multicellular spheroids are disrupted into a single-cell suspension in order to achieve high transfection efficiency, the single-cell production may have so altered the gene expression profile of the spheroid as to bring into question its present relevancy to in vivo tumor progression. Our laboratory has developed a human-SCID (severe combined immunodeficient) mouse model of inflammatory breast cancer, MARY-X, which grows as tight multicellular spheroids in vitro and as lymphovascular emboli in vivo. The spheroids, which express only low levels of surface sialyl-Lewis(x/a) (sLe(x/a)), are able to form compact homotypic cell clumps mediated by an intact, overexpressed E-cadherin/alpha,beta-catenin axis. The spheroids can be fully disrupted by trypsin proteolysis, anti-E-cadherin antibodies, or Ca(2+) depletion. Of these approaches the disruption with depleted Ca(2+), complete after 30 min, is fully reversible by the readdition of Ca(2+) within 6 hr. This time interval allows for a transfection "window" in which successful gene delivery can be achieved before spheroid reformation. Retroviruses (10(6)-10(7) CFU/ml) carrying the gene encoding either green fluorescent protein (GFP), a dominant-negative E-cadherin mutant (H-2K(d)-E-cad), its control (H-2K(d)-E-cad Delta C25), or alpha-1,3-fucosyltransferase III (FucT-III), an enzyme that increases surface sLe(x/a), were used to transfect either intact (wild-type) or disadhered/readhered (reformed) spheroids. There were marked differences in transfection efficiency in the reformed versus wild-type spheroids. Retroviral transfection of GFP resulted in successful delivery of this reporter gene to only the outer layer of cells of the wild-type spheroids, but to all layers of the reformed spheroids. A single retroviral transfection of H-2K(d)-E-cad, H-2K(d)-E-cad Delta C25, or FucT-III produced evidence of their respective gene expression at 72 hr throughout all layers of the reformed spheroids, but only H-2K(d)-E-cad and FucT-III produced progressive disadherence. Both H-2K(d)-E-cad-MARY-X and FucT-III-MARY-X lost their ability to form lymphovascular emboli in SCID mice. This reversible model of spheroid formation has provided us with insight into the pathogenesis of inflammatory breast carcinoma. If more broadly applied, this model could be used to examine the effects of any gene, using any gene delivery system in the three-dimensional context of native tumoral architecture.
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Affiliation(s)
- Mary L Alpaugh
- Department of Pathology, UCLA School of Medicine, Los Angeles, CA 90024, USA
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Abstract
INTRODUCTION Tumor cells, just as other living cells, possess the potential for proliferation, differentiation, cell cycle arrest, and apoptosis. There is a specific metabolic phenotype associated with each of these conditions, characterized by the production of both energy and special substrates necessary for the cells to function in that particular state. Unlike that of normal living cells, the metabolic phenotype of tumor cells supports the proliferative state. AIM To present the metabolic hypothesis that (1) cell transformation and tumor growth are associated with the activation of metabolic enzymes that increase glucose carbon utilization for nucleic acid synthesis, while enzymes of the lipid and amino acid synthesis pathways are activated in tumor growth inhibition, and (2) phosphorylation and allosteric and transcriptional regulation of intermediary metabolic enzymes and their substrate availability together mediate and sustain cell transformation from one condition to another. CONCLUSION Evidence is presented that demonstrates opposite changes in metabolic phenotypes induced by TGF-beta, a cell-transforming agent, and tumor growth-inhibiting phytochemicals such as genistein and Avemar, or novel synthetic anti-leukemic drugs such as STI571 (Gleevec). Intermediary metabolic enzymes that mediate the growth signaling pathways and promote malignant cell transformation may serve as high-efficacy nongenetic novel targets for cancer therapies.
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Affiliation(s)
- Laszlo G Boros
- Harbor-University of California Los Angeles Research and Education Institute, UCLA School of Medicine, Torrance, California 90502, USA.
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