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Lozano A, Souche FR, Chavey C, Dardalhon V, Ramirez C, Vegna S, Desandre G, Riviere A, Zine El Aabidine A, Fort P, Akkari L, Hibner U, Grégoire D. Ras/MAPK signalling intensity defines subclonal fitness in a mouse model of hepatocellular carcinoma. eLife 2023; 12:76294. [PMID: 36656749 PMCID: PMC9891719 DOI: 10.7554/elife.76294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 01/18/2023] [Indexed: 01/20/2023] Open
Abstract
Quantitative differences in signal transduction are to date an understudied feature of tumour heterogeneity. The MAPK Erk pathway, which is activated in a large proportion of human tumours, is a prototypic example of distinct cell fates being driven by signal intensity. We have used primary hepatocyte precursors transformed with different dosages of an oncogenic form of Ras to model subclonal variations in MAPK signalling. Orthotopic allografts of Ras-transformed cells in immunocompromised mice gave rise to fast-growing aggressive tumours, both at the primary location and in the peritoneal cavity. Fluorescent labelling of cells expressing different oncogene levels, and consequently varying levels of MAPK Erk activation, highlighted the selection processes operating at the two sites of tumour growth. Indeed, significantly higher Ras expression was observed in primary as compared to secondary, metastatic sites, despite the apparent evolutionary trade-off of increased apoptotic death in the liver that correlated with high Ras dosage. Analysis of the immune tumour microenvironment at the two locations suggests that fast peritoneal tumour growth in the immunocompromised setting is abrogated in immunocompetent animals due to efficient antigen presentation by peritoneal dendritic cells. Furthermore, our data indicate that, in contrast to the metastatic-like outgrowth, strong MAPK signalling is required in the primary liver tumours to resist elimination by NK (natural killer) cells. Overall, this study describes a quantitative aspect of tumour heterogeneity and points to a potential vulnerability of a subtype of hepatocellular carcinoma as a function of MAPK Erk signalling intensity.
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Affiliation(s)
- Anthony Lozano
- Institut de Génétique Moléculaire de Montpellier, University of MontpellierMontpellierFrance
| | - Francois-Régis Souche
- Institut de Génétique Moléculaire de Montpellier, University of MontpellierMontpellierFrance
- Department of surgery and liver transplantation, Hopital Saint Eloi Hopitaux universitaires de MontpelierMontpellierFrance
| | - Carine Chavey
- Institut de Génétique Moléculaire de Montpellier, University of MontpellierMontpellierFrance
| | - Valérie Dardalhon
- Institut de Génétique Moléculaire de Montpellier, University of MontpellierMontpellierFrance
| | - Christel Ramirez
- Division of Tumor Biology and Immunology, Netherlands Cancer Institute, Oncode InstituteAmsterdamNetherlands
| | - Serena Vegna
- Division of Tumor Biology and Immunology, Netherlands Cancer Institute, Oncode InstituteAmsterdamNetherlands
| | - Guillaume Desandre
- Institut de Génétique Moléculaire de Montpellier, University of MontpellierMontpellierFrance
| | - Anaïs Riviere
- Institut de Génétique Moléculaire de Montpellier, University of MontpellierMontpellierFrance
| | - Amal Zine El Aabidine
- Institut de Génétique Moléculaire de Montpellier, University of MontpellierMontpellierFrance
| | - Philippe Fort
- Centre de Recherche en Biologie Cellulaire de Montpellier (CRBM), University of Montpellier, CNRSMontpellierFrance
| | - Leila Akkari
- Division of Tumor Biology and Immunology, Netherlands Cancer Institute, Oncode InstituteAmsterdamNetherlands
| | - Urszula Hibner
- Institut de Génétique Moléculaire de Montpellier, University of MontpellierMontpellierFrance
| | - Damien Grégoire
- Institut de Génétique Moléculaire de Montpellier, University of MontpellierMontpellierFrance
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2
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Interaction between Ras and Src clones causes interdependent tumor malignancy via Notch signaling in Drosophila. Dev Cell 2021; 56:2223-2236.e5. [PMID: 34324859 DOI: 10.1016/j.devcel.2021.07.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 05/31/2021] [Accepted: 07/02/2021] [Indexed: 02/07/2023]
Abstract
Cancer tissue often comprises multiple tumor clones with distinct oncogenic alterations such as Ras or Src activation, yet the mechanism by which tumor heterogeneity drives cancer progression remains elusive. Here, we show in Drosophila imaginal epithelium that clones of Ras- or Src-activated benign tumors interact with each other to mutually promote tumor malignancy. Mechanistically, Ras-activated cells upregulate the cell-surface ligand Delta while Src-activated cells upregulate its receptor Notch, leading to Notch activation in Src cells. Elevated Notch signaling induces the transcriptional repressor Zfh1/ZEB1, which downregulates E-cadherin and cell death gene hid, leading to Src-activated invasive tumors. Simultaneously, Notch activation in Src cells upregulates the cytokine Unpaired/IL-6, which activates JAK-STAT signaling in neighboring Ras cells. Elevated JAK-STAT signaling upregulates the BTB-zinc-finger protein Chinmo, which downregulates E-cadherin and thus generates Ras-activated invasive tumors. Our findings provide a mechanistic explanation for how tumor heterogeneity triggers tumor progression via cell-cell interactions.
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Expanding the Toolkit of Fluorescent Biosensors for Studying Mitogen Activated Protein Kinases in Plants. Int J Mol Sci 2020; 21:ijms21155350. [PMID: 32731410 PMCID: PMC7432370 DOI: 10.3390/ijms21155350] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 07/25/2020] [Accepted: 07/26/2020] [Indexed: 12/11/2022] Open
Abstract
Mitogen-activated protein kinases (MAPKs) are key regulators of numerous biological processes in plants. To better understand the mechanisms by which these kinases function, high resolution measurement of MAPK activation kinetics in different biological contexts would be beneficial. One method to measure MAPK activation in plants is via fluorescence-based genetically-encoded biosensors, which can provide real-time readouts of the temporal and spatial dynamics of kinase activation in living tissue. Although fluorescent biosensors have been widely used to study MAPK dynamics in animal cells, there is currently only one MAPK biosensor that has been described for use in plants. To facilitate creation of additional plant-specific MAPK fluorescent biosensors, we report the development of two new tools: an in vitro assay for efficiently characterizing MAPK docking domains and a translocation-based kinase biosensor for use in plants. The implementation of these two methods has allowed us to expand the available pool of plant MAPK biosensors, while also providing a means to generate more specific and selective MAPK biosensors in the future. Biosensors developed using these methods have the potential to enhance our understanding of the roles MAPKs play in diverse plant signaling networks affecting growth, development, and stress response.
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Regulation of ERK basal and pulsatile activity control proliferation and exit from the stem cell compartment in mammalian epidermis. Proc Natl Acad Sci U S A 2020; 117:17796-17807. [PMID: 32651268 PMCID: PMC7395546 DOI: 10.1073/pnas.2006965117] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Understanding how intracellular signaling cascades control cell fate is a key issue in stem cell biology. Here we show that exit from the stem cell compartment in mammalian epidermis is characterized by pulsatile ERK MAPK activity. Basal activity and pulses are differentially regulated by DUSP10 and DUSP6, two phosphatases that have been shown previously to regulate differentiation commitment in the epidermis. ERK activity is controlled both transcriptionally and posttranscriptionally. Spatial segregation of mean ERK activity and pulses is observed both in reconstituted human epidermis and in mouse epidermis. Our findings demonstrate the tight spatial and temporal regulation of ERK MAPK expression and activity in mammalian epidermis. Fluctuation in signal transduction pathways is frequently observed during mammalian development. However, its role in regulating stem cells has not been explored. Here we tracked spatiotemporal ERK MAPK dynamics in human epidermal stem cells. While stem cells and differentiated cells were distinguished by high and low stable basal ERK activity, respectively, we also found cells with pulsatile ERK activity. Transitions from Basalhi-Pulselo (stem) to Basalhi-Pulsehi, Basalmid-Pulsehi, and Basallo-Pulselo (differentiated) cells occurred in expanding keratinocyte colonies and in response to differentiation stimuli. Pharmacological inhibition of ERK induced differentiation only when cells were in the Basalmid-Pulsehi state. Basal ERK activity and pulses were differentially regulated by DUSP10 and DUSP6, leading us to speculate that DUSP6-mediated ERK pulse down-regulation promotes initiation of differentiation, whereas DUSP10-mediated down-regulation of mean ERK activity promotes and stabilizes postcommitment differentiation. Levels of MAPK1/MAPK3 transcripts correlated with DUSP6 and DUSP10 transcripts in individual cells, suggesting that ERK activity is negatively regulated by transcriptional and posttranslational mechanisms. When cells were cultured on a topography that mimics the epidermal−dermal interface, spatial segregation of mean ERK activity and pulses was observed. In vivo imaging of mouse epidermis revealed a patterned distribution of basal cells with pulsatile ERK activity, and down-regulation was linked to the onset of differentiation. Our findings demonstrate that ERK MAPK signal fluctuations link kinase activity to stem cell dynamics.
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5
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Nobis M, Herrmann D, Warren SC, Strathdee D, Cox TR, Anderson KI, Timpson P. Shedding new light on RhoA signalling as a drug target in vivo using a novel RhoA-FRET biosensor mouse. Small GTPases 2020; 11:240-247. [PMID: 29457531 PMCID: PMC7549666 DOI: 10.1080/21541248.2018.1438024] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Accepted: 02/02/2018] [Indexed: 12/26/2022] Open
Abstract
The small GTPase RhoA is a master regulator of signalling in cell-extracellular matrix interactions. RhoA signalling is critical to many cellular processes including migration, mechanotransduction, and is often disrupted in carcinogenesis. Investigating RhoA activity in a native tissue environment is challenging using conventional biochemical methods; we therefore developed a RhoA-FRET biosensor mouse, employing the adaptable nature of intravital imaging to a variety of settings. Mechanotransduction was explored in the context of osteocyte processes embedded in the calvaria responding in a directional manner to compression stress. Further, the migration of neutrophils was examined during in vivo "chemotaxis" in wound response. RhoA activity was tightly regulated during tissue remodelling in mammary gestation, as well as during mammary and pancreatic carcinogenesis. Finally, pharmacological inhibition of RhoA was temporally resolved by the use of optical imaging windows in fully developed pancreatic and mammary tumours in vivo. The RhoA-FRET mouse therefore constitutes a powerful tool to facilitate development of new inhibitors targeting the RhoA signalling axis.
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Affiliation(s)
- Max Nobis
- The Garvan Institute of Medical Research, St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, 2010NSW, Australia
| | - David Herrmann
- The Garvan Institute of Medical Research, St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, 2010NSW, Australia
| | - Sean C. Warren
- The Garvan Institute of Medical Research, St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, 2010NSW, Australia
| | - Douglas Strathdee
- Cancer Research UK Beatson Institute, Switchback Road, Bearsden, GlasgowG611BD, UK
| | - Thomas R. Cox
- The Garvan Institute of Medical Research, St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, 2010NSW, Australia
| | | | - Paul Timpson
- The Garvan Institute of Medical Research, St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, 2010NSW, Australia
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Matsuda M, Terai K. Experimental pathology by intravital microscopy and genetically encoded fluorescent biosensors. Pathol Int 2020; 70:379-390. [PMID: 32270554 PMCID: PMC7383902 DOI: 10.1111/pin.12925] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 03/13/2020] [Accepted: 03/16/2020] [Indexed: 01/03/2023]
Abstract
The invention of two‐photon excitation microscopes widens the potential application of intravital microscopy (IVM) to the broad field of experimental pathology. Moreover, the recent development of fluorescent protein‐based, genetically encoded biosensors provides an ideal tool to visualize the cell function in live animals. We start from a brief review of IVM with two‐photon excitation microscopes and genetically encoded biosensors based on the principle of Förster resonance energy transfer (FRET). Then, we describe how IVM using biosensors has revealed the pathogenesis of several disease models.
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Affiliation(s)
- Michiyuki Matsuda
- Department of Pathology and Biology of Diseases, Graduate School of Medicine, Kyoto University, Kyoto, Japan.,Research Center for Dynamic Living Systems, Graduate School of Biostudies, Kyoto University, Kyoto, Japan
| | - Kenta Terai
- Research Center for Dynamic Living Systems, Graduate School of Biostudies, Kyoto University, Kyoto, Japan
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7
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ERK Activity Imaging During Migration of Living Cells In Vitro and In Vivo. Int J Mol Sci 2019; 20:ijms20030679. [PMID: 30764494 PMCID: PMC6387119 DOI: 10.3390/ijms20030679] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 01/31/2019] [Accepted: 02/01/2019] [Indexed: 12/12/2022] Open
Abstract
Extracellular signal-regulated kinase (ERK) is a major downstream factor of the EGFR-RAS-RAF signalling pathway, and thus the role of ERK in cell growth has been widely examined. The development of biosensors based on fluorescent proteins has enabled us to measure ERK activities in living cells, both after growth factor stimulation and in its absence. Long-term imaging unexpectedly revealed the oscillative activation of ERK in an epithelial sheet or a cyst in vitro. Studies using transgenic mice expressing the ERK biosensor have revealed inhomogeneous ERK activities among various cell species. In vivo Förster (or fluorescence) resonance energy transfer (FRET) imaging shed light on a novel role of ERK in cell migration. Neutrophils and epithelial cells in various organs such as intestine, skin, lung and bladder showed spatio-temporally different cell dynamics and ERK activities. Experiments using inhibitors confirmed that ERK activities are required for various pathological responses, including epithelial repair after injuries, inflammation, and niche formation of cancer metastasis. In conclusion, biosensors for ERK will be powerful and valuable tools to investigate the roles of ERK in situ.
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Abstract
Recent fluorescence microscopy allows for high-throughput acquisition of 5D (X, Y, Z, T, and Color) images in various targets such as cultured cells, 3D spheroid/organoid, and even living tissue with single-cell resolution. The technology is considered promising to augment insights on heterogeneous features of both physiological and pathological cell phenotypes, for instance, distinct responses of cancer cells to anticancer drug treatment. Here we overview microscopic applications to capture live cell events for different types of targets, together with a couple of proof of concepts. The 2D live imaging will be exemplified by a FRET-based time-lapse cultured cell imaging, and 3D tissue imaging protocol will be complemented with a method for mouse skin live imaging.
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Affiliation(s)
- Toru Hiratsuka
- Centre for Stem Cells and Regenerative Medicine, King's College London, Guy's Hospital, London, UK.
| | - Naoki Komatsu
- Laboratory for Cell Function Dynamics, RIKEN Center for Brain Science, Wako, Saitama, Japan
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9
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Warren SC, Nobis M, Magenau A, Mohammed YH, Herrmann D, Moran I, Vennin C, Conway JR, Mélénec P, Cox TR, Wang Y, Morton JP, Welch HC, Strathdee D, Anderson KI, Phan TG, Roberts MS, Timpson P. Removing physiological motion from intravital and clinical functional imaging data. eLife 2018; 7:35800. [PMID: 29985127 PMCID: PMC6037484 DOI: 10.7554/elife.35800] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Accepted: 06/08/2018] [Indexed: 12/27/2022] Open
Abstract
Intravital microscopy can provide unique insights into the function of biological processes in a native context. However, physiological motion caused by peristalsis, respiration and the heartbeat can present a significant challenge, particularly for functional readouts such as fluorescence lifetime imaging (FLIM), which require longer acquisition times to obtain a quantitative readout. Here, we present and benchmark Galene, a versatile multi-platform software tool for image-based correction of sample motion blurring in both time resolved and conventional laser scanning fluorescence microscopy data in two and three dimensions. We show that Galene is able to resolve intravital FLIM-FRET images of intra-abdominal organs in murine models and NADH autofluorescence of human dermal tissue imaging subject to a wide range of physiological motions. Thus, Galene can enable FLIM imaging in situations where a stable imaging platform is not always possible and rescue previously discarded quantitative imaging data. Understanding how molecules and cells behave in living animals can give researchers key insights into what goes wrong in diseases such as cancer, and how well potential treatments for these diseases work. A number of tools help us to see these processes. For example, fluorescent ‘biosensors’ change colour to tell us how active a particular protein is. This can indicate how well a drug works in different parts of a tumour. High resolution microscopy makes it possible to image events happening in single cells, or even specific parts of a cell. However, small movements like those due to the heartbeat or breathing can blur the images, making it difficult to study living animals. This is particularly problematic for images that take several minutes to capture. Warren et al. have now developed a new open source software tool called Galene. The tool can correct for small movements in images collected by a technique called fluorescence lifetime imaging microscopy (FLIM). As a result, clear images can be captured in situations that were not previously possible. For example, Warren et al. watched cancer cells migrating to the liver of a mouse from the spleen over 24 hours, and, using a fluorescent biosensor, showed that a repurposed drug interferes with how well the cells can attach to the liver. In addition, Warren et al. used the software to take steady 3D images of human skin in a volunteer’s arm, which could be used to study drug penetration. Galene could help researchers to study a wide range of biological processes in living animals. The software can also be applied to existing data to clean up blurred images. In the future Galene could be further developed to work with the imaging techniques used during surgery. For example, surgeons could use it to help them find the edges of tumours.
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Affiliation(s)
- Sean C Warren
- Kinghorn Cancer Centre, Garvan Institute of Medical Research, University of New South Wales, Sydney, Australia.,St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Max Nobis
- Kinghorn Cancer Centre, Garvan Institute of Medical Research, University of New South Wales, Sydney, Australia.,St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Astrid Magenau
- Kinghorn Cancer Centre, Garvan Institute of Medical Research, University of New South Wales, Sydney, Australia.,St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Yousuf H Mohammed
- Therapeutics Research Centre, Diamantina Institute, Faculty of Medicine, University of Queensland, Woolloongabba, Australia
| | - David Herrmann
- Kinghorn Cancer Centre, Garvan Institute of Medical Research, University of New South Wales, Sydney, Australia.,St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Imogen Moran
- St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia.,Immunology Division, Garvan Institute of Medical Research, Sydney, Australia
| | - Claire Vennin
- Kinghorn Cancer Centre, Garvan Institute of Medical Research, University of New South Wales, Sydney, Australia.,St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - James Rw Conway
- Kinghorn Cancer Centre, Garvan Institute of Medical Research, University of New South Wales, Sydney, Australia.,St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Pauline Mélénec
- Kinghorn Cancer Centre, Garvan Institute of Medical Research, University of New South Wales, Sydney, Australia
| | - Thomas R Cox
- Kinghorn Cancer Centre, Garvan Institute of Medical Research, University of New South Wales, Sydney, Australia.,St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Yingxiao Wang
- Department of Bioengineering, Institute of Engineering in Medicine, University of California, San Diego, San Diego, United States
| | | | - Heidi Ce Welch
- Signalling Programme, Babraham Institute, Cambridge, United Kingdom
| | | | - Kurt I Anderson
- Cancer Research UK Beatson Institute, Glasgow, United Kingdom.,Francis Crick Institute, London, United Kingdom
| | - Tri Giang Phan
- St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia.,Immunology Division, Garvan Institute of Medical Research, Sydney, Australia
| | - Michael S Roberts
- Therapeutics Research Centre, Diamantina Institute, Faculty of Medicine, University of Queensland, Woolloongabba, Australia.,Therapeutics Research Centre, School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, Australia
| | - Paul Timpson
- Kinghorn Cancer Centre, Garvan Institute of Medical Research, University of New South Wales, Sydney, Australia.,St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia
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Nobis M, Warren SC, Lucas MC, Murphy KJ, Herrmann D, Timpson P. Molecular mobility and activity in an intravital imaging setting - implications for cancer progression and targeting. J Cell Sci 2018; 131:131/5/jcs206995. [PMID: 29511095 DOI: 10.1242/jcs.206995] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Molecular mobility, localisation and spatiotemporal activity are at the core of cell biological processes and deregulation of these dynamic events can underpin disease development and progression. Recent advances in intravital imaging techniques in mice are providing new avenues to study real-time molecular behaviour in intact tissues within a live organism and to gain exciting insights into the intricate regulation of live cell biology at the microscale level. The monitoring of fluorescently labelled proteins and agents can be combined with autofluorescent properties of the microenvironment to provide a comprehensive snapshot of in vivo cell biology. In this Review, we summarise recent intravital microscopy approaches in mice, in processes ranging from normal development and homeostasis to disease progression and treatment in cancer, where we emphasise the utility of intravital imaging to observe dynamic and transient events in vivo We also highlight the recent integration of advanced subcellular imaging techniques into the intravital imaging pipeline, which can provide in-depth biological information beyond the single-cell level. We conclude with an outlook of ongoing developments in intravital microscopy towards imaging in humans, as well as provide an overview of the challenges the intravital imaging community currently faces and outline potential ways for overcoming these hurdles.
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Affiliation(s)
- Max Nobis
- The Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Cancer Division, St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2010, Australia
| | - Sean C Warren
- The Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Cancer Division, St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2010, Australia
| | - Morghan C Lucas
- The Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Cancer Division, St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2010, Australia
| | - Kendelle J Murphy
- The Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Cancer Division, St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2010, Australia
| | - David Herrmann
- The Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Cancer Division, St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2010, Australia
| | - Paul Timpson
- The Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Cancer Division, St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2010, Australia
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11
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Dinsmore CJ, Soriano P. MAPK and PI3K signaling: At the crossroads of neural crest development. Dev Biol 2018; 444 Suppl 1:S79-S97. [PMID: 29453943 DOI: 10.1016/j.ydbio.2018.02.003] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 02/06/2018] [Accepted: 02/06/2018] [Indexed: 02/08/2023]
Abstract
Receptor tyrosine kinase-mediated growth factor signaling is essential for proper formation and development of the neural crest. The many ligands and receptors implicated in these processes signal through relatively few downstream pathways, frequently converging on the MAPK and PI3K pathways. Despite decades of study, there is still considerable uncertainty about where and when these signaling pathways are required and how they elicit particular responses. This review summarizes our current understanding of growth factor-induced MAPK and PI3K signaling in the neural crest.
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Affiliation(s)
- Colin J Dinsmore
- Department of Cell, Developmental and Regenerative Biology, Tisch Cancer Institute, Icahn School of Medicine at Mt. Sinai, New York, NY 10029, USA
| | - Philippe Soriano
- Department of Cell, Developmental and Regenerative Biology, Tisch Cancer Institute, Icahn School of Medicine at Mt. Sinai, New York, NY 10029, USA.
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12
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Wilson MZ, Ravindran PT, Lim WA, Toettcher JE. Tracing Information Flow from Erk to Target Gene Induction Reveals Mechanisms of Dynamic and Combinatorial Control. Mol Cell 2017; 67:757-769.e5. [PMID: 28826673 DOI: 10.1016/j.molcel.2017.07.016] [Citation(s) in RCA: 97] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Revised: 06/12/2017] [Accepted: 07/13/2017] [Indexed: 10/19/2022]
Abstract
Cell signaling networks coordinate specific patterns of protein expression in response to external cues, yet the logic by which signaling pathway activity determines the eventual abundance of target proteins is complex and poorly understood. Here, we describe an approach for simultaneously controlling the Ras/Erk pathway and monitoring a target gene's transcription and protein accumulation in single live cells. We apply our approach to dissect how Erk activity is decoded by immediate early genes (IEGs). We find that IEG transcription decodes Erk dynamics through a shared band-pass filtering circuit; repeated Erk pulses transcribe IEGs more efficiently than sustained Erk inputs. However, despite highly similar transcriptional responses, each IEG exhibits dramatically different protein-level accumulation, demonstrating a high degree of post-transcriptional regulation by combinations of multiple pathways. Our results demonstrate that the Ras/Erk pathway is decoded by both dynamic filters and logic gates to shape target gene responses in a context-specific manner.
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Affiliation(s)
- Maxwell Z Wilson
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544, USA
| | - Pavithran T Ravindran
- Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544, USA
| | - Wendell A Lim
- Howard Hughes Medical Institute; Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Jared E Toettcher
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544, USA.
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13
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Miller MA, Weissleder R. Imaging the pharmacology of nanomaterials by intravital microscopy: Toward understanding their biological behavior. Adv Drug Deliv Rev 2017; 113:61-86. [PMID: 27266447 PMCID: PMC5136524 DOI: 10.1016/j.addr.2016.05.023] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2016] [Accepted: 05/25/2016] [Indexed: 12/15/2022]
Abstract
Therapeutic nanoparticles (NPs) can deliver cytotoxic chemotherapeutics and other drugs more safely and efficiently to patients; furthermore, selective delivery to target tissues can theoretically be accomplished actively through coating NPs with molecular ligands, and passively through exploiting physiological "enhanced permeability and retention" features. However, clinical trial results have been mixed in showing improved efficacy with drug nanoencapsulation, largely due to heterogeneous NP accumulation at target sites across patients. Thus, a clear need exists to better understand why many NP strategies fail in vivo and not result in significantly improved tumor uptake or therapeutic response. Multicolor in vivo confocal fluorescence imaging (intravital microscopy; IVM) enables integrated pharmacokinetic and pharmacodynamic (PK/PD) measurement at the single-cell level, and has helped answer key questions regarding the biological mechanisms of in vivo NP behavior. This review summarizes progress to date and also describes useful technical strategies for successful IVM experimentation.
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Affiliation(s)
- Miles A Miller
- Center for Systems Biology, Massachusetts General Hospital, 185 Cambridge St, Boston, MA 02114, USA
| | - Ralph Weissleder
- Center for Systems Biology, Massachusetts General Hospital, 185 Cambridge St, Boston, MA 02114, USA; Department of Systems Biology, Harvard Medical School, 200 Longwood Ave, Boston, MA 02115, USA.
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14
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Goglia AG, Wilson MZ, DiGiorno DB, Toettcher JE. Optogenetic Control of Ras/Erk Signaling Using the Phy-PIF System. Methods Mol Biol 2017; 1636:3-20. [PMID: 28730469 DOI: 10.1007/978-1-4939-7154-1_1] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
The Ras/Erk signaling pathway plays a central role in diverse cellular processes ranging from development to immune cell activation to neural plasticity to cancer. In recent years, this pathway has been widely studied using live-cell fluorescent biosensors, revealing complex Erk dynamics that arise in many cellular contexts. Yet despite these high-resolution tools for measurement, the field has lacked analogous tools for control over Ras/Erk signaling in live cells. Here, we provide detailed methods for one such tool based on the optical control of Ras activity, which we call "Opto-SOS." Expression of the Opto-SOS constructs can be coupled with a live-cell reporter of Erk activity to reveal highly quantitative input-to-output maps of the pathway. Detailed herein are protocols for expressing the Opto-SOS system in cultured cells, purifying the small molecule cofactor necessary for optical stimulation, imaging Erk responses using live-cell microscopy, and processing the imaging data to quantify Ras/Erk signaling dynamics.
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Affiliation(s)
- Alexander G Goglia
- Department of Molecular Biology, Princeton University, Lewis Thomas Laboratory Room 140, Washington Road, Princeton, NJ, 08544, USA
- Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ, USA
| | - Maxwell Z Wilson
- Department of Molecular Biology, Princeton University, Lewis Thomas Laboratory Room 140, Washington Road, Princeton, NJ, 08544, USA
| | - Daniel B DiGiorno
- Department of Molecular Biology, Princeton University, Lewis Thomas Laboratory Room 140, Washington Road, Princeton, NJ, 08544, USA
| | - Jared E Toettcher
- Department of Molecular Biology, Princeton University, Lewis Thomas Laboratory Room 140, Washington Road, Princeton, NJ, 08544, USA.
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15
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A cell-autonomous tumour suppressor role of RAF1 in hepatocarcinogenesis. Nat Commun 2016; 7:13781. [PMID: 28000790 PMCID: PMC5187498 DOI: 10.1038/ncomms13781] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2016] [Accepted: 10/28/2016] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a leading cause of cancer deaths, but its molecular heterogeneity hampers the design of targeted therapies. Currently, the only therapeutic option for advanced HCC is Sorafenib, an inhibitor whose targets include RAF. Unexpectedly, RAF1 expression is reduced in human HCC samples. Modelling RAF1 downregulation by RNAi increases the proliferation of human HCC lines in xenografts and in culture; furthermore, RAF1 ablation promotes chemical hepatocarcinogenesis and the proliferation of cultured (pre)malignant mouse hepatocytes. The phenotypes depend on increased YAP1 expression and STAT3 activation, observed in cultured RAF1-deficient cells, in HCC xenografts, and in autochthonous liver tumours. Thus RAF1, although essential for the development of skin and lung tumours, is a negative regulator of hepatocarcinogenesis. This unexpected finding highlights the contribution of the cellular/tissue environment in determining the function of a protein, and underscores the importance of understanding the molecular context of a disease to inform therapy design.
The kinase RAF1 usually exerts pro-tumorigenic functions promoting proliferation in RAS-driven cancers. Here, the authors using a mouse model of HCC and clinical data describe an unexpected oncosuppressor role of RAF1 in hepatocarcinoma development linked to a gp130-dependent Stat3 activation and YAP1 regulation.
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16
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Mattingly HH, Chen JJ, Arur S, Shvartsman SY. A Transport Model for Estimating the Time Course of ERK Activation in the C. elegans Germline. Biophys J 2016; 109:2436-45. [PMID: 26636953 DOI: 10.1016/j.bpj.2015.10.021] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Revised: 09/01/2015] [Accepted: 10/01/2015] [Indexed: 02/02/2023] Open
Abstract
The Caenorhabditis elegans germline is a well-studied model system for investigating the control of cell fate by signaling pathways. Cell signals at the distal tip of the germline promote cell proliferation; just before the loop, signals couple cell maturation to organism-level nutrient status; at the proximal end of the germline, signals coordinate oocyte maturation and fertilization in the presence of sperm. The latter two events require dual phosphorylation and activation of ERK, the effector molecule of the Ras/MAPK cascade. In C. elegans, ERK is known as MPK-1. At this point, none of today's methods for real-time monitoring of dually phosphorylated MPK-1 are working in the germline. Consequently, quantitative understanding of the MPK-1-dependent processes during germline development is limited. Here, we make a step toward advancing this understanding using a model-based framework that reconstructs the time course of MPK-1 activation from a snapshot of a fixed germline. Our approach builds on a number of recent studies for estimating temporal dynamics from fixed organisms, but takes advantage of the anatomy of the germline to simplify the analysis. Our model predicts that the MPK-1 signal turns on ∼30 h into germ cell progression and peaks ∼7 h later.
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Affiliation(s)
- Henry H Mattingly
- Department of Chemical and Biological Engineering and Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, New Jersey
| | - Jessica J Chen
- The University of Texas Graduate School of Biomedical Sciences and Department of Genetics, University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - Swathi Arur
- The University of Texas Graduate School of Biomedical Sciences and Department of Genetics, University of Texas M. D. Anderson Cancer Center, Houston, Texas.
| | - Stanislav Y Shvartsman
- Department of Chemical and Biological Engineering and Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, New Jersey.
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17
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Hirata E, Kiyokawa E. Future Perspective of Single-Molecule FRET Biosensors and Intravital FRET Microscopy. Biophys J 2016; 111:1103-1111. [PMID: 27475975 DOI: 10.1016/j.bpj.2016.01.037] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2015] [Revised: 12/23/2015] [Accepted: 01/11/2016] [Indexed: 01/03/2023] Open
Abstract
Förster (or fluorescence) resonance energy transfer (FRET) is a nonradiative energy transfer process between two fluorophores located in close proximity to each other. To date, a variety of biosensors based on the principle of FRET have been developed to monitor the activity of kinases, proteases, GTPases or lipid concentration in living cells. In addition, generation of biosensors that can monitor physical stresses such as mechanical power, heat, or electric/magnetic fields is also expected based on recent discoveries on the effects of these stressors on cell behavior. These biosensors can now be stably expressed in cells and mice by transposon technologies. In addition, two-photon excitation microscopy can be used to detect the activities or concentrations of bioactive molecules in vivo. In the future, more sophisticated techniques for image acquisition and quantitative analysis will be needed to obtain more precise FRET signals in spatiotemporal dimensions. Improvement of tissue/organ position fixation methods for mouse imaging is the first step toward effective image acquisition. Progress in the development of fluorescent proteins that can be excited with longer wavelength should be applied to FRET biosensors to obtain deeper structures. The development of computational programs that can separately quantify signals from single cells embedded in complicated three-dimensional environments is also expected. Along with the progress in these methodologies, two-photon excitation intravital FRET microscopy will be a powerful and valuable tool for the comprehensive understanding of biomedical phenomena.
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Affiliation(s)
- Eishu Hirata
- Department of Oncologic Pathology, Kanazawa Medical University, Ishikawa, Japan.
| | - Etsuko Kiyokawa
- Department of Oncologic Pathology, Kanazawa Medical University, Ishikawa, Japan.
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18
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Becirovic E, Böhm S, Nguyen ONP, Riedmayr LM, Hammelmann V, Schön C, Butz ES, Wahl-Schott C, Biel M, Michalakis S. AAV Vectors for FRET-Based Analysis of Protein-Protein Interactions in Photoreceptor Outer Segments. Front Neurosci 2016; 10:356. [PMID: 27516733 PMCID: PMC4963399 DOI: 10.3389/fnins.2016.00356] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Accepted: 07/14/2016] [Indexed: 11/18/2022] Open
Abstract
Fluorescence resonance energy transfer (FRET) is a powerful method for the detection and quantification of stationary and dynamic protein-protein interactions. Technical limitations have hampered systematic in vivo FRET experiments to study protein-protein interactions in their native environment. Here, we describe a rapid and robust protocol that combines adeno-associated virus (AAV) vector-mediated in vivo delivery of genetically encoded FRET partners with ex vivo FRET measurements. The method was established on acutely isolated outer segments of murine rod and cone photoreceptors and relies on the high co-transduction efficiency of retinal photoreceptors by co-delivered AAV vectors. The procedure can be used for the systematic analysis of protein-protein interactions of wild type or mutant outer segment proteins in their native environment. Conclusively, our protocol can help to characterize the physiological and pathophysiological relevance of photoreceptor specific proteins and, in principle, should also be transferable to other cell types.
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Affiliation(s)
- Elvir Becirovic
- Department of Pharmacy - Center for Integrated Protein Science Munich (CiPSM), Ludwig-Maximilians-Universität MünchenMunich, Germany; Department of Pharmacy - Center for Drug Research, Ludwig-Maximilians-Universität MünchenMunich, Germany
| | - Sybille Böhm
- Department of Pharmacy - Center for Integrated Protein Science Munich (CiPSM), Ludwig-Maximilians-Universität MünchenMunich, Germany; Department of Pharmacy - Center for Drug Research, Ludwig-Maximilians-Universität MünchenMunich, Germany
| | - Ong N P Nguyen
- Department of Pharmacy - Center for Integrated Protein Science Munich (CiPSM), Ludwig-Maximilians-Universität MünchenMunich, Germany; Department of Pharmacy - Center for Drug Research, Ludwig-Maximilians-Universität MünchenMunich, Germany
| | - Lisa M Riedmayr
- Department of Pharmacy - Center for Integrated Protein Science Munich (CiPSM), Ludwig-Maximilians-Universität MünchenMunich, Germany; Department of Pharmacy - Center for Drug Research, Ludwig-Maximilians-Universität MünchenMunich, Germany
| | - Verena Hammelmann
- Department of Pharmacy - Center for Integrated Protein Science Munich (CiPSM), Ludwig-Maximilians-Universität MünchenMunich, Germany; Department of Pharmacy - Center for Drug Research, Ludwig-Maximilians-Universität MünchenMunich, Germany
| | - Christian Schön
- Department of Pharmacy - Center for Integrated Protein Science Munich (CiPSM), Ludwig-Maximilians-Universität MünchenMunich, Germany; Department of Pharmacy - Center for Drug Research, Ludwig-Maximilians-Universität MünchenMunich, Germany
| | - Elisabeth S Butz
- Department of Pharmacy - Center for Integrated Protein Science Munich (CiPSM), Ludwig-Maximilians-Universität MünchenMunich, Germany; Department of Pharmacy - Center for Drug Research, Ludwig-Maximilians-Universität MünchenMunich, Germany
| | - Christian Wahl-Schott
- Department of Pharmacy - Center for Integrated Protein Science Munich (CiPSM), Ludwig-Maximilians-Universität MünchenMunich, Germany; Department of Pharmacy - Center for Drug Research, Ludwig-Maximilians-Universität MünchenMunich, Germany
| | - Martin Biel
- Department of Pharmacy - Center for Integrated Protein Science Munich (CiPSM), Ludwig-Maximilians-Universität MünchenMunich, Germany; Department of Pharmacy - Center for Drug Research, Ludwig-Maximilians-Universität MünchenMunich, Germany
| | - Stylianos Michalakis
- Department of Pharmacy - Center for Integrated Protein Science Munich (CiPSM), Ludwig-Maximilians-Universität MünchenMunich, Germany; Department of Pharmacy - Center for Drug Research, Ludwig-Maximilians-Universität MünchenMunich, Germany
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19
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Vennin C, Herrmann D, Lucas MC, Timpson P. Intravital imaging reveals new ancillary mechanisms co-opted by cancer cells to drive tumor progression. F1000Res 2016; 5. [PMID: 27239290 PMCID: PMC4870995 DOI: 10.12688/f1000research.8090.1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/11/2016] [Indexed: 12/15/2022] Open
Abstract
Intravital imaging is providing new insights into the dynamics of tumor progression in native tissues and has started to reveal the layers of complexity found in cancer. Recent advances in intravital imaging have allowed us to look deeper into cancer behavior and to dissect the interactions between tumor cells and the ancillary host niche that promote cancer development. In this review, we provide an insight into the latest advances in cancer biology achieved by intravital imaging, focusing on recently discovered mechanisms by which tumor cells manipulate normal tissue to facilitate disease progression.
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Affiliation(s)
- Claire Vennin
- The Kinghorn Cancer Centre, Cancer Division, The Garvan Institute of Medical Research, Sydney, NSW, Australia.,St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - David Herrmann
- The Kinghorn Cancer Centre, Cancer Division, The Garvan Institute of Medical Research, Sydney, NSW, Australia.,St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Morghan C Lucas
- The Kinghorn Cancer Centre, Cancer Division, The Garvan Institute of Medical Research, Sydney, NSW, Australia.,St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Paul Timpson
- The Kinghorn Cancer Centre, Cancer Division, The Garvan Institute of Medical Research, Sydney, NSW, Australia.,St Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
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20
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Scheele CLGJ, Maynard C, van Rheenen J. Intravital Insights into Heterogeneity, Metastasis, and Therapy Responses. Trends Cancer 2016; 2:205-216. [PMID: 28741572 DOI: 10.1016/j.trecan.2016.03.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Revised: 03/02/2016] [Accepted: 03/03/2016] [Indexed: 01/08/2023]
Abstract
Tumor progression is driven by a series of genetic and microenvironmental changes. These events lead to heterogeneous tumors which consist of a variety of cells from which some cells may possess properties which promote survival after therapy and metastasis. Recent advances in intravital microscopy (IVM) have enabled visualization of this tumor heterogeneity over time at a single-cell resolution. We highlight here the latest IVM studies that have revealed the dynamic interactions between the tumor cells and their local microenvironment. We review the most recent data that exposes how these dynamic interactions cause an additional increase in tumor heterogeneity, resulting in multiple metastatic strategies and facilitating therapy resistance.
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Affiliation(s)
- Colinda L G J Scheele
- Cancer Genomics Netherlands, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW), and University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Carrie Maynard
- Cancer Genomics Netherlands, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW), and University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Jacco van Rheenen
- Cancer Genomics Netherlands, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW), and University Medical Centre Utrecht, Utrecht, The Netherlands.
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21
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ERK1/2 is related to oestrogen receptor and predicts outcome in hormone-treated breast cancer. Breast Cancer Res Treat 2014; 147:25-37. [DOI: 10.1007/s10549-014-3066-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Accepted: 07/17/2014] [Indexed: 12/23/2022]
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