153 results on '"Joachim Goedhart"'
Search Results
2. Primary adhered neutrophils increase JNK1-MARCKSL1-mediated filopodia to promote secondary neutrophil transmigration
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Max Laurens Bastiaan Grönloh, Janine Johanna Geertruida Arts, Eike Karin Mahlandt, Martijn A. Nolte, Joachim Goedhart, and Jaap Diederik van Buul
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Molecular biology ,Immunology ,Cell biology ,Science - Abstract
Summary: During inflammation, leukocytes extravasate the vasculature to areas of inflammation in a process termed transendothelial migration. Previous research has shown that transendothelial migration hotspots exist, areas in the vasculature that are preferred by leukocytes to cross. Several factors that contribute to hotspot-mediated transmigration have been proposed already, but whether one leukocyte transmigration hotspot can be used subsequently by a second wave of leukocytes and thereby can increase the efficiency of leukocyte transmigration is not well understood. Here, we show that primary neutrophil adhesion to the endothelium triggers endothelial transmigration hotspots, allowing secondary neutrophils to cross the endothelium more efficiently. Mechanistically, we show that primary neutrophil adhesion increases the number of endothelial apical filopodia, resulting in an increase in the number of adherent secondary neutrophils. Using fluorescence resonance energy transfer (FRET)-based biosensors, we found that neutrophil adhesion did not trigger the activity of the small GTPase Cdc42. We used kinase translocation reporters to study the activity of mitogen-activated protein (MAP) kinases and Akt in endothelial cells on a single-cell level with a high temporal resolution during the process of leukocyte transmigration and found that c-Jun N-terminal kinase (JNK) is rapidly activated upon neutrophil adhesion, whereas extracellular regulated kinase (ERK), p38, and Akt are not. Additionally, we show that short-term chemical inhibition of endothelial JNK successfully prevents the adhesion of neutrophils to the endothelium. Furthermore, we show that neutrophil-induced endothelial JNK1 but not JNK2 increases the formation of filopodia and thereby the adhesion of secondary neutrophils. JNK1 needs its downstream substrate MARCKSL1 to trigger additional apical filopodia and consequently neutrophil adhesion. Overall, our data show that primary neutrophils can trigger the endothelial transmigration hotspot by activating JNK1 and MARCKSL1 to induce filopodia that trigger more neutrophils to transmigrate at the endothelial hotspot area.
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- 2023
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3. Opto-RhoGEFs, an optimized optogenetic toolbox to reversibly control Rho GTPase activity on a global to subcellular scale, enabling precise control over vascular endothelial barrier strength
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Eike K Mahlandt, Sebastián Palacios Martínez, Janine JG Arts, Simon Tol, Jaap D van Buul, and Joachim Goedhart
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optogenetics ,endothelium ,VE-cadherin ,Rho GTPase ,vascular barrier ,RhoGEF ,Medicine ,Science ,Biology (General) ,QH301-705.5 - Abstract
The inner layer of blood vessels consists of endothelial cells, which form the physical barrier between blood and tissue. This vascular barrier is tightly regulated and is defined by cell-cell contacts through adherens and tight junctions. To investigate the signaling that regulates vascular barrier strength, we focused on Rho GTPases, regulators of the actin cytoskeleton and known to control junction integrity. To manipulate Rho GTPase signaling in a temporal and spatial manner we applied optogenetics. Guanine-nucleotide exchange factor (GEF) domains from ITSN1, TIAM1, and p63RhoGEF, activating Cdc42, Rac, and Rho, respectively, were integrated into the optogenetic recruitment tool improved light-induced dimer (iLID). This tool allows for Rho GTPase activation at the subcellular level in a reversible and non-invasive manner by recruiting a GEF to a specific area at the plasma membrane, The membrane tag of iLID was optimized and a HaloTag was applied to gain more flexibility for multiplex imaging. The resulting optogenetically recruitable RhoGEFs (Opto-RhoGEFs) were tested in an endothelial cell monolayer and demonstrated precise temporal control of vascular barrier strength by a cell-cell overlap-dependent, VE-cadherin-independent, mechanism. Furthermore, Opto-RhoGEFs enabled precise optogenetic control in endothelial cells over morphological features such as cell size, cell roundness, local extension, and cell contraction. In conclusion, we have optimized and applied the optogenetic iLID GEF recruitment tool, that is Opto-RhoGEFs, to study the role of Rho GTPases in the vascular barrier of the endothelium and found that membrane protrusions at the junction region can rapidly increase barrier integrity independent of VE-cadherin.
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- 2023
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4. A turquoise fluorescence lifetime-based biosensor for quantitative imaging of intracellular calcium
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Franka H. van der Linden, Eike K. Mahlandt, Janine J. G. Arts, Joep Beumer, Jens Puschhof, Saskia M. A. de Man, Anna O. Chertkova, Bas Ponsioen, Hans Clevers, Jaap D. van Buul, Marten Postma, Theodorus W. J. Gadella, and Joachim Goedhart
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Science - Abstract
Currently, genetically encoded calcium indicators are not suitable for direct quantification. Here the authors engineer a fluorescence lifetime imaging calcium biosensor, Turquoise Calcium Fluorescence LIfeTime Sensor (Tq-Ca-FLITS), and measure intracellular calcium concentrations in human-derived organoids.
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- 2021
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5. VolcaNoseR is a web app for creating, exploring, labeling and sharing volcano plots
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Joachim Goedhart and Martijn S. Luijsterburg
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Medicine ,Science - Abstract
Abstract Comparative genome- and proteome-wide screens yield large amounts of data. To efficiently present such datasets and to simplify the identification of hits, the results are often presented in a type of scatterplot known as a volcano plot, which shows a measure of effect size versus a measure of significance. The data points with the largest effect size and a statistical significance beyond a user-defined threshold are considered as hits. Such hits are usually annotated in the plot by a label with their name. Volcano plots can represent ten thousands of data points, of which typically only a handful is annotated. The information of data that is not annotated is hardly or not accessible. To simplify access to the data and enable its re-use, we have developed an open source and online web tool with R/Shiny. The web app is named VolcaNoseR and it can be used to create, explore, label and share volcano plots ( https://huygens.science.uva.nl/VolcaNoseR ). When the data is stored in an online data repository, the web app can retrieve that data together with user-defined settings to generate a customized, interactive volcano plot. Users can interact with the data, adjust the plot and share their modified plot together with the underlying data. Therefore, VolcaNoseR increases the transparency and re-use of large comparative genome- and proteome-wide datasets.
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- 2020
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6. The cooperative action of CSB, CSA, and UVSSA target TFIIH to DNA damage-stalled RNA polymerase II
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Yana van der Weegen, Hadar Golan-Berman, Tycho E. T. Mevissen, Katja Apelt, Román González-Prieto, Joachim Goedhart, Elisheva E. Heilbrun, Alfred C. O. Vertegaal, Diana van den Heuvel, Johannes C. Walter, Sheera Adar, and Martijn S. Luijsterburg
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Science - Abstract
The response to DNA damage-stalled RNA polymerase II leads to the assembly of the transcription-coupled repair (TCR) complex on actively transcribed strands. Here, the authors reveal the complex assembly mechanism of the TCR complex in human cells.
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- 2020
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7. PlotXpress, a webtool for normalization and visualization of reporter expression data [version 1; peer review: 3 approved]
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Elias Brandorff, Marc Galland, and Joachim Goedhart
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Reporter assays ,gene expression ,luciferase ,data visualization ,webtool ,eng ,Medicine ,Science - Abstract
In molecular cell biology, reporter assays are frequently used to investigate gene expression levels. Reporter assays employ a gene that encodes a light-emitting protein, of which the luminescence is quantified as a proxy of gene expression. Commercial parties provide reporter assay kits that include protocols and specialized detection machinery. However, downstream analysis of the output data and their presentation are not standardized. We have developed plotXpress to fill this gap, providing a free, open-source platform for the semi-automated analysis and standardized visualisation of experimental gene reporter data. Users can upload raw luminescence data acquired from a reporter gene assay with an internal control. In plotXpress, the data is corrected for sample variation with the internal control and the average for each condition is calculated. When a reference condition is selected the fold change is calculated for all other conditions, based on the selected reference. The results are shown as dot plots with a statistical summary, which can be adjusted to create publication-grade plots without requiring coding skills. Altogether, plotXpress is an open-source, low-threshold, web-based tool, that promotes a standardized and reproducible analysis while providing an appealing visualization of reporter data. The webtool can be accessed at: https://huygens.science.uva.nl/PlotXpress/
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- 2021
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8. Not So Dry After All: DRY Mutants of the AT1A Receptor and H1 Receptor Can Induce G‑Protein-Dependent Signaling
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Anna Pietraszewska-Bogiel, Linda Joosen, Anna O. Chertkova, and Joachim Goedhart
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Chemistry ,QD1-999 - Published
- 2020
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9. Endothelial junctional membrane protrusions serve as hotspots for neutrophil transmigration
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Janine JG Arts, Eike K Mahlandt, Max LB Grönloh, Lilian Schimmel, Ivar Noordstra, Emma Gordon, Abraham CI van Steen, Simon Tol, Barbara Walzog, Jos van Rijssel, Martijn A Nolte, Marten Postma, Satya Khuon, John M Heddleston, Eric Wait, Teng Leong Chew, Mark Winter, Eloi Montanez, Joachim Goedhart, and Jaap D van Buul
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endothelium ,Transmigration ,protrusions ,GTPase ,actin ,inflammation ,Medicine ,Science ,Biology (General) ,QH301-705.5 - Abstract
Upon inflammation, leukocytes rapidly transmigrate across the endothelium to enter the inflamed tissue. Evidence accumulates that leukocytes use preferred exit sites, alhough it is not yet clear how these hotspots in the endothelium are defined and how they are recognized by the leukocyte. Using lattice light sheet microscopy, we discovered that leukocytes prefer endothelial membrane protrusions at cell junctions for transmigration. Phenotypically, these junctional membrane protrusions are present in an asymmetric manner, meaning that one endothelial cell shows the protrusion and the adjacent one does not. Consequently, leukocytes cross the junction by migrating underneath the protruding endothelial cell. These protrusions depend on Rac1 activity and by using a photo-activatable Rac1 probe, we could artificially generate local exit-sites for leukocytes. Overall, we have discovered a new mechanism that uses local induced junctional membrane protrusions to facilitate/steer the leukocyte escape/exit from inflamed vessel walls.
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- 2021
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10. Endothelial Focal Adhesions Are Functional Obstacles for Leukocytes During Basolateral Crawling
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Janine J. G. Arts, Eike K. Mahlandt, Lilian Schimmel, Max L. B. Grönloh, Sanne van der Niet, Bart J. A. M. Klein, Mar Fernandez-Borja, Daphne van Geemen, Stephan Huveneers, Jos van Rijssel, Joachim Goedhart, and Jaap D. van Buul
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transmigration ,focal adhesions ,small GTPase ,RhoJ ,Tiam1 ,endothelium ,Immunologic diseases. Allergy ,RC581-607 - Abstract
An inflammatory response requires leukocytes to migrate from the circulation across the vascular lining into the tissue to clear the invading pathogen. Whereas a lot of attention is focused on how leukocytes make their way through the endothelial monolayer, it is less clear how leukocytes migrate underneath the endothelium before they enter the tissue. Upon finalization of the diapedesis step, leukocytes reside in the subendothelial space and encounter endothelial focal adhesions. Using TIRF microscopy, we show that neutrophils navigate around these focal adhesions. Neutrophils recognize focal adhesions as physical obstacles and deform to get around them. Increasing the number of focal adhesions by silencing the small GTPase RhoJ slows down basolateral crawling of neutrophils. However, apical crawling and diapedesis itself are not affected by RhoJ depletion. Increasing the number of focal adhesions drastically by expressing the Rac1 GEF Tiam1 make neutrophils to avoid migrating underneath these Tiam1-expressing endothelial cells. Together, our results show that focal adhesions mark the basolateral migration path of neutrophils.
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- 2021
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11. PlotTwist: A web app for plotting and annotating continuous data.
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Joachim Goedhart
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Biology (General) ,QH301-705.5 - Abstract
Experimental data can broadly be divided in discrete or continuous data. Continuous data are obtained from measurements that are performed as a function of another quantitative variable, e.g., time, length, concentration, or wavelength. The results from these types of experiments are often used to generate plots that visualize the measured variable on a continuous, quantitative scale. To simplify state-of-the-art data visualization and annotation of data from such experiments, an open-source tool was created with R/shiny that does not require coding skills to operate it. The freely available web app accepts wide (spreadsheet) and tidy data and offers a range of options to normalize the data. The data from individual objects can be shown in 3 different ways: (1) lines with unique colors, (2) small multiples, and (3) heatmap-style display. Next to this, the mean can be displayed with a 95% confidence interval for the visual comparison of different conditions. Several color-blind-friendly palettes are available to label the data and/or statistics. The plots can be annotated with graphical features and/or text to indicate any perturbations that are relevant. All user-defined settings can be stored for reproducibility of the data visualization. The app is dubbed PlotTwist and runs locally or online: https://huygens.science.uva.nl/PlotTwist.
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- 2020
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12. Publisher Correction: The cooperative action of CSB, CSA, and UVSSA target TFIIH to DNA damage-stalled RNA polymerase II
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Yana van der Weegen, Hadar Golan-Berman, Tycho E. T. Mevissen, Katja Apelt, Román González-Prieto, Joachim Goedhart, Elisheva E. Heilbrun, Alfred C. O. Vertegaal, Diana van den Heuvel, Johannes C. Walter, Sheera Adar, and Martijn S. Luijsterburg
- Subjects
Science - Abstract
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
- Published
- 2020
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13. PlotsOfData-A web app for visualizing data together with their summaries.
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Marten Postma and Joachim Goedhart
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Biology (General) ,QH301-705.5 - Abstract
Reporting of the actual data in graphs and plots increases transparency and enables independent evaluation. On the other hand, data summaries are often used in graphs because they aid interpretation. To democratize state-of-the-art data visualization of raw data with a selection of statistical summaries, a freely available, open-source web app was written using R/shiny that uses the ggplot2 package for generating plots. Users can to choose how to display the data and which of the data summaries to add. In addition, the 95% confidence intervals (95CIs) can be added for visual inferences. By adjusting the visibility of the layers, the visualization of the raw data and their summaries can be tuned for optimal presentation and interpretation. The app is dubbed PlotsOfData and is available at https://huygens.science.uva.nl/PlotsOfData/.
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- 2019
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14. Optimizing FRET-FLIM Labeling Conditions to Detect Nuclear Protein Interactions at Native Expression Levels in Living Arabidopsis Roots
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Yuchen Long, Yvonne Stahl, Stefanie Weidtkamp-Peters, Wouter Smet, Yujuan Du, Theodorus W. J. Gadella, Joachim Goedhart, Ben Scheres, and Ikram Blilou
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protein complexes ,protein-protein interaction ,fluorescent proteins ,in vivo FRET-FLIM ,SHORT-ROOT ,SCARECROW ,Plant culture ,SB1-1110 - Abstract
Protein complex formation has been extensively studied using Förster resonance energy transfer (FRET) measured by Fluorescence Lifetime Imaging Microscopy (FLIM). However, implementing this technology to detect protein interactions in living multicellular organism at single-cell resolution and under native condition is still difficult to achieve. Here we describe the optimization of the labeling conditions to detect FRET-FLIM in living plants. This study exemplifies optimization procedure involving the identification of the optimal position for the labels either at the N or C terminal region and the selection of the bright and suitable, fluorescent proteins as donor and acceptor labels for the FRET study. With an effective optimization strategy, we were able to detect the interaction between the stem cell regulators SHORT-ROOT and SCARECROW at endogenous expression levels in the root pole of living Arabidopsis embryos and developing lateral roots by FRET-FLIM. Using this approach we show that the spatial profile of interaction between two transcription factors can be highly modulated in reoccurring and structurally resembling organs, thus providing new information on the dynamic redistribution of nuclear protein complex configurations in different developmental stages. In principle, our optimization procedure for transcription factor complexes is applicable to any biological system.
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- 2018
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15. F-actin-rich contractile endothelial pores prevent vascular leakage during leukocyte diapedesis through local RhoA signalling
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Niels Heemskerk, Lilian Schimmel, Chantal Oort, Jos van Rijssel, Taofei Yin, Bin Ma, Jakobus van Unen, Bettina Pitter, Stephan Huveneers, Joachim Goedhart, Yi Wu, Eloi Montanez, Abigail Woodfin, and Jaap D. van Buul
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Science - Abstract
Endothelial cells can support leukocyte extravasation without causing vascular leakage, but the exact mechanism underlying this process has not been fully elucidated. Here the authors show that it is regulated through actomyosin-based endothelial pore confinement, which requires local endothelial RhoA activation.
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- 2016
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16. Correction: A FRET-based biosensor for measuring Gα13 activation in single cells.
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Marieke Mastop, Nathalie R Reinhard, Cristiane R Zuconelli, Fenna Terwey, Theodorus W J Gadella, Jakobus van Unen, Merel J W Adjobo-Hermans, and Joachim Goedhart
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Medicine ,Science - Abstract
[This corrects the article DOI: 10.1371/journal.pone.0193705.].
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- 2018
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17. A FRET-based biosensor for measuring Gα13 activation in single cells.
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Marieke Mastop, Nathalie R Reinhard, Cristiane R Zuconelli, Fenna Terwey, Theodorus W J Gadella, Jakobus van Unen, Merel J W Adjobo-Hermans, and Joachim Goedhart
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Medicine ,Science - Abstract
Förster Resonance Energy Transfer (FRET) provides a way to directly observe the activation of heterotrimeric G-proteins by G-protein coupled receptors (GPCRs). To this end, FRET based biosensors are made, employing heterotrimeric G-protein subunits tagged with fluorescent proteins. These FRET based biosensors complement existing, indirect, ways to observe GPCR activation. Here we report on the insertion of mTurquoise2 at several sites in the human Gα13 subunit, aiming to develop a FRET-based Gα13 activation biosensor. Three fluorescently tagged Gα13 variants were found to be functional based on i) plasma membrane localization and ii) ability to recruit p115-RhoGEF upon activation of the LPA2 receptor. The tagged Gα13 subunits were used as FRET donor and combined with cp173Venus fused to the Gγ2 subunit, as the acceptor. We constructed Gα13 biosensors by generating a single plasmid that produces Gα13-mTurquoise2, Gβ1 and cp173Venus-Gγ2. The Gα13 activation biosensors showed a rapid and robust response when used in primary human endothelial cells that were exposed to thrombin, triggering endogenous protease activated receptors (PARs). This response was efficiently inhibited by the RGS domain of p115-RhoGEF and from the biosensor data we inferred that this is due to GAP activity. Finally, we demonstrated that the Gα13 sensor can be used to dissect heterotrimeric G-protein coupling efficiency in single living cells. We conclude that the Gα13 biosensor is a valuable tool for live-cell measurements that probe spatiotemporal aspects of Gα13 activation.
- Published
- 2018
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18. A New Generation of FRET Sensors for Robust Measurement of Gαi1, Gαi2 and Gαi3 Activation Kinetics in Single Cells.
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Jakobus van Unen, Anette D Stumpf, Benedikt Schmid, Nathalie R Reinhard, Peter L Hordijk, Carsten Hoffmann, Theodorus W J Gadella, and Joachim Goedhart
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Medicine ,Science - Abstract
G-protein coupled receptors (GPCRs) can activate a heterotrimeric G-protein complex with subsecond kinetics. Genetically encoded biosensors based on Förster resonance energy transfer (FRET) are ideally suited for the study of such fast signaling events in single living cells. Here we report on the construction and characterization of three FRET biosensors for the measurement of Gαi1, Gαi2 and Gαi3 activation. To enable quantitative long-term imaging of FRET biosensors with high dynamic range, fluorescent proteins with enhanced photophysical properties are required. Therefore, we use the currently brightest and most photostable CFP variant, mTurquoise2, as donor fused to Gαi subunit, and cp173Venus fused to the Gγ2 subunit as acceptor. The Gαi FRET biosensors constructs are expressed together with Gβ1 from a single plasmid, providing preferred relative expression levels with reduced variation in mammalian cells. The Gαi FRET sensors showed a robust response to activation of endogenous or over-expressed alpha-2A-adrenergic receptors, which was inhibited by pertussis toxin. Moreover, we observed activation of the Gαi FRET sensor in single cells upon stimulation of several GPCRs, including the LPA2, M3 and BK2 receptor. Furthermore, we show that the sensors are well suited to extract kinetic parameters from fast measurements in the millisecond time range. This new generation of FRET biosensors for Gαi1, Gαi2 and Gαi3 activation will be valuable for live-cell measurements that probe Gαi activation.
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- 2016
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19. Identical Accumulation and Immobilization of Sulfated and Nonsulfated Nod Factors in Host and Nonhost Root Hair Cell Walls
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Joachim Goedhart, Jean-Jacques Bono, Ton Bisseling, and Theodorus W. J. Gadella
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BODIPY ,chitinase ,diffusion ,FCM ,flip-flop ,Microbiology ,QR1-502 ,Botany ,QK1-989 - Abstract
Nod factors are signaling molecules secreted by Rhizobium bacteria. These lipo-chitooligosaccharides (LCOs) are required for symbiosis with legumes and can elicit specific responses at subnanomolar concentrations on a compatible host. How plants perceive LCOs is unclear. In this study, using fluorescent Nod factor analogs, we investigated whether sulfated and nonsulfated Nod factors were bound and perceived differently by Medicago truncatula and Vicia sativa root hairs. The bioactivity of three novel sulfated fluorescent LCOs was tested in a root hair deformation assay on M. truncatula, showing bioactivity down to 0.1 to 1 nM. Fluorescence microscopy of plasmolyzed M. truncatula root hairs shows that sulfated fluorescent Nod factors accumulate in the cell wall of root hairs, whereas they are absent from the plasma membrane when applied at 10 nM. When the fluorescent Nod factor distribution in medium surrounding a root was studied, a sharp decrease in fluorescence close to the root hairs was observed, visualizing the remarkable capacity of root hairs to absorb Nod factors from the medium. Fluorescence correlation microscopy was used to study in detail the mobilities of sulfated and nonsulfated fluorescent Nod factors which are biologically active on M. truncatula and V. sativa, respectively. Remarkably, no difference between sulfated and nonsulfated Nod factors was observed: both hardly diffuse and strongly accumulate in root hair cell walls of both M. truncatula and V. sativa. The implications for the mode of Nod factor perception are discussed.
- Published
- 2003
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20. Fourth-generation epac-based FRET sensors for cAMP feature exceptional brightness, photostability and dynamic range: characterization of dedicated sensors for FLIM, for ratiometry and with high affinity.
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Jeffrey Klarenbeek, Joachim Goedhart, Aernoud van Batenburg, Daniella Groenewald, and Kees Jalink
- Subjects
Medicine ,Science - Abstract
Epac-based FRET sensors have been widely used for the detection of cAMP concentrations in living cells. Originally developed by us as well as others, we have since then reported several important optimizations that make these sensors favourite among many cell biologists. We here report cloning and characterization of our fourth generation of cAMP sensors, which feature outstanding photostability, dynamic range and signal-to-noise ratio. The design is based on mTurquoise2, currently the brightest and most bleaching-resistant donor, and a new acceptor cassette that consists of a tandem of two cp173Venus fluorophores. We also report variants with a single point mutation, Q270E, in the Epac moiety, which decreases the dissociation constant of cAMP from 9.5 to 4 μM, and thus increases the affinity ~ 2.5-fold. Finally, we also prepared and characterized dedicated variants with non-emitting (dark) acceptors for single-wavelength FLIM acquisition that display an exceptional near-doubling of fluorescence lifetime upon saturation of cAMP levels. We believe this generation of cAMP outperforms all other sensors and therefore recommend these sensors for all future studies.
- Published
- 2015
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21. Rapid Colorimetric Quantification of Lipo-chitooligosaccharides from Mesorhizobium loti and Sinorhizobium meliloti
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Joachim Goedhart, Jean-Jacques Bono, and Theodorus W. J. Gadella
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BODIPY ,chitinase ,β-glucuronidase ,Reissig ,Microbiology ,QR1-502 ,Botany ,QK1-989 - Abstract
Nod factors are lipids with a chitinlike headgroup produced by gram-negative Rhizobium bacteria. These lipo-chitooligosaccharides (LCOs) are essential signaling molecules for accomplishing symbiosis between the bacteria and roots of legume plants. Despite their important role in the Rhizobium-legume interaction, no fast and sensitive Nod factor quantification methods exist. Here, we report two different quantification methods. The first is based on the enzymatic hydrolysis of Nod factors to release N-acetylglucosamine (GlcNAc), which can subsequently be quantified. It is shown that the degrading enzyme, glusulase, releases exactly two GlcNAc units per pentameric nodulation factor from Mesorhizobium loti factor, allowing quantification of LCOs from Mesorhizobium loti. The second method is based on a specific type of Nod factors that are sulfated on the reducing GlcNAc, allowing quantification analogous to the quantification of sulfolipids. Here, a two-phase extraction method is used in the presence of methylene blue, which specifically forms an ion pair with sulfated lipids. The blue ion pair partitions into the organic phase, after which the methylene blue signal can be quantified. To enable Nod factor quantification with this method, the organic phase was modified and the partitioning was evaluated using fluorescent and radiolabeled sulfated Nod factors. It is shown that sulfated LCOs can be quantified with this method, using sodium dodecyl sulfate for calibration. Both methods allow Nod factor quantification in parallel enabling a fast and easy detection of nanomole quantities of Nod factors. Accurate Nod factor quantification will be crucial for characterization and cross-comparison of the affinity for Nod factors of newly identified Nod factor binding proteins or putative Nod factor receptors.
- Published
- 2002
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22. A mTurquoise-based cAMP sensor for both FLIM and ratiometric read-out has improved dynamic range.
- Author
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Jeffrey B Klarenbeek, Joachim Goedhart, Mark A Hink, Theodorus W J Gadella, and Kees Jalink
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Medicine ,Science - Abstract
FRET-based sensors for cyclic Adenosine Mono Phosphate (cAMP) have revolutionized the way in which this important intracellular messenger is studied. The currently prevailing sensors consist of the cAMP-binding protein Epac1, sandwiched between suitable donor- and acceptor fluorescent proteins (FPs). Through a conformational change in Epac1, alterations in cellular cAMP levels lead to a change in FRET that is most commonly detected by either Fluorescence Lifetime Imaging (FLIM) or by Sensitized Emission (SE), e.g., by simple ratio-imaging. We recently reported a range of different Epac-based cAMP sensors with high dynamic range and signal-to-noise ratio. We showed that constructs with cyan FP as donor are optimal for readout by SE, whereas other constructs with green FP donors appeared much more suited for FLIM detection. In this study, we present a new cAMP sensor, termed (T)Epac(VV), which employs mTurquoise as donor. Spectrally very similar to CFP, mTurquoise has about doubled quantum efficiency and unlike CFP, its fluorescence decay is strictly single-exponential. We show that (T)Epac(VV) appears optimal for detection both by FLIM and SE, that it has outstanding FRET span and signal-to-noise ratio, and improved photostability. Hence, (T)Epac(VV) should become the cAMP sensor of choice for new experiments, both for FLIM and ratiometric detection.
- Published
- 2011
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23. Quantitative co-expression of proteins at the single cell level--application to a multimeric FRET sensor.
- Author
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Joachim Goedhart, Laura van Weeren, Merel J W Adjobo-Hermans, Ies Elzenaar, Mark A Hink, and Theodorus W J Gadella
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Medicine ,Science - Abstract
BACKGROUND: Co-expression of proteins is generally achieved by introducing two (or more) independent plasmids into cells, each driving the expression of a different protein of interest. However, the relative expression levels may vary strongly between individual cells and cannot be controlled. Ideally, co-expression occurs at a defined ratio, which is constant among cells. This feature is of particular importance for quantitative single cell studies, especially those employing bimolecular Förster Resonance Energy Transfer (FRET) sensors. METHODOLOGY/PRINCIPAL FINDINGS: Four co-expression strategies based on co-transfection, a dual promotor plasmid, an internal ribosome entry site (IRES) and a viral 2A peptide were selected. Co-expression of two spectrally separable fluorescent proteins in single living cells was quantified. It is demonstrated that the 2A peptide strategy can be used for robust equimolar co-expression, while the IRES sequence allows expression of two proteins at a ratio of approximately 3:1. Combined 2A and IRES elements were used for the construction of a single plasmid that drives expression of three individual proteins, which generates a FRET sensor for measuring heterotrimeric G-protein activation. The plasmid drives co-expression of donor and acceptor tagged subunits, with reduced heterogeneity, and can be used to measure G-protein activation in single living cells. CONCLUSIONS/SIGNIFICANCE: Quantitative co-expression of two or more proteins can be achieved with little cell-to-cell variability. This finding enables reliable co-expression of donor and acceptor tagged proteins for FRET studies, which is of particular importance for the development of novel bimolecular sensors that can be expressed from single plasmid.
- Published
- 2011
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24. Sensitive detection of p65 homodimers using red-shifted and fluorescent protein-based FRET couples.
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Joachim Goedhart, Joop E M Vermeer, Merel J W Adjobo-Hermans, Laura van Weeren, and Theodorus W J Gadella
- Subjects
Medicine ,Science - Abstract
BACKGROUND: Fluorescence Resonance Energy Transfer (FRET) between the green fluorescent protein (GFP) variants CFP and YFP is widely used for the detection of protein-protein interactions. Nowadays, several monomeric red-shifted fluorescent proteins are available that potentially improve the efficiency of FRET. METHODOLOGY/PRINCIPAL FINDINGS: To allow side-by-side comparison of several fluorescent protein combinations for detection of FRET, yellow or orange fluorescent proteins were directly fused to red fluorescent proteins. FRET from yellow fluorescent proteins to red fluorescent proteins was detected by both FLIM and donor dequenching upon acceptor photobleaching, showing that mCherry and mStrawberry were more efficient acceptors than mRFP1. Circular permutated yellow fluorescent protein variants revealed that in the tandem constructs the orientation of the transition dipole moment influences the FRET efficiency. In addition, it was demonstrated that the orange fluorescent proteins mKO and mOrange are both suitable as donor for FRET studies. The most favorable orange-red FRET pair was mKO-mCherry, which was used to detect homodimerization of the NF-kappaB subunit p65 in single living cells, with a threefold higher lifetime contrast and a twofold higher FRET efficiency than for CFP-YFP. CONCLUSIONS/SIGNIFICANCE: The observed high FRET efficiency of red-shifted couples is in accordance with increased Förster radii of up to 64 A, being significantly higher than the Förster radius of the commonly used CFP-YFP pair. Thus, red-shifted FRET pairs are preferable for detecting protein-protein interactions by donor-based FRET methods in single living cells.
- Published
- 2007
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25. Single-cell imaging of ERK and Akt activation dynamics and heterogeneity induced by G-protein-coupled receptors
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Sergei Chavez-Abiega, Theodorus Gadella, Joachim Goedhart, Max Grönloh, Frank Bruggeman, Molecular Cytology (SILS, FNWI), Systems Bioinformatics, and AIMMS
- Subjects
Kinase ,Cell Biology ,Ligands ,Fluorescence imaging ,Signaling ,Receptors, G-Protein-Coupled ,Image analysis ,Enzyme Activation ,GPCR ,Phosphorylation ,Proto-Oncogene Proteins c-akt ,Biosensor ,Histamine ,Signal Transduction - Abstract
Kinases play key roles in signaling networks that are activated by G-protein-coupled receptors (GPCRs). Kinase activities are generally inferred from cell lysates, hiding cell-to-cell variability. To study the dynamics and heterogeneity of ERK and Akt proteins, we employed high-content biosensor imaging with kinase translocation reporters. The kinases were activated with GPCR ligands. We observed ligand concentration-dependent response kinetics to histamine, α2-adrenergic and S1P receptor stimulation. By using G-protein inhibitors, we observed that Gq mediated the ERK and Akt responses to histamine. In contrast, Gi was necessary for ERK and Akt activation in response to α2-adrenergic receptor activation. ERK and Akt were also strongly activated by S1P, showing high heterogeneity at the single-cell level, especially for ERK. Cluster analysis of time series derived from 68,000 cells obtained under the different conditions revealed several distinct populations of cells that display similar response dynamics. ERK response dynamics to S1P showed high heterogeneity, which was reduced by the inhibition of Gi. To conclude, we have set up an imaging and analysis strategy that reveals substantial cell-to-cell heterogeneity in kinase activity driven by GPCRs.
- Published
- 2022
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26. Opto-RhoGEFs: an optimized optogenetic toolbox to reversibly control Rho GTPase activity on a global to subcellular scale, enabling precise control over vascular endothelial barrier strength
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Eike K. Mahlandt, Sebastián Palacios Martínez, Janine J. G. Arts, Simon Tol, Jaap D. van Buul, and Joachim Goedhart
- Subjects
optogenetics, iLID, Rho GTPases, endothelium - Abstract
The inner layer of blood vessels consists of endothelial cells, which form the physical barrier between blood and tissue. This vascular barrier is tightly regulated to allow the passage of essential molecules like oxygen, carbon-dioxide, water, ions, and nutrients. The vascular endothelial barrier is defined by cell-cell contacts through adherens and tight junctions. To further investigate the signaling in the endothelium that regulates vascular barrier strength, we focused on Rho GTPases, regulators of the actin cytoskeleton and known to control junction integrity. Rho GTPase signaling is confined in space and time. To manipulate the signaling in a temporal and spatial manner we applied optogenetics. Guanine exchange factor (GEF) domains from ITSN1, TIAM1 and p63RhoGEF, activating Cdc42, Rac and Rho respectively, were integrated into the optogenetic recruitment tool iLID. This tool allows for activation at the subcellular level in a reversible and non-invasive manner and thereby to recruit a GEF to local areas at the plasma membrane, enabling the local activation of specific Rho GTPases. The membrane tag of iLID was optimized and a HaloTag was applied to gain more flexibility for multiplex imaging. The resulting Opto-RhoGEFs were tested in an endothelial cell monolayer and demonstrated precise temporal control of vascular barrier strength by a cell-cell overlap-dependent, VE-cadherin-independent, mechanism. Furthermore, Opto-RhoGEFs enabled precise optogenetic control in endothelial cells over morphological features such as cell-size, -roundness, local extension, and cell contraction. In conclusion, we have optimized and applied the optogenetic iLID GEF recruitment tool i.e. Opto-RhoGEFs, to study the role of Rho GTPases in the vascular barrier of the endothelium and found that membrane protrusions at the junction region can rapidly increase barrier integrity independent of VE-cadherin.
- Published
- 2023
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27. Endothelial transmigration hotspots limit vascular leakage through heterogeneous expression of ICAM-1
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Max L B Grönloh, Janine J G Arts, Sebastián Palacios Martínez, Amerens A van der Veen, Lanette Kempers, Abraham C I van Steen, Joris J T H Roelofs, Martijn A Nolte, Joachim Goedhart, Jaap D van Buul, Pathology, ACS - Diabetes & metabolism, AII - Inflammatory diseases, AII - Infectious diseases, Landsteiner Laboratory, Medical Biochemistry, and ACS - Microcirculation
- Subjects
congenital, hereditary, and neonatal diseases and abnormalities ,ICAM-1 ,inflammation ,leakage ,Genetics ,transendothelial migration hotspots ,food and beverages ,Molecular Biology ,Biochemistry - Abstract
Upon inflammation, leukocytes leave the circulation by crossing the endothelial monolayer at specific transmigration ‘hotspot’ regions. Although these regions support leukocyte transmigration, their functionality is not clear. We found that endothelial hotspots function to limit vascular leakage during transmigration events. Using the photo-convertible probe mEos4b, we traced back and identified original endothelial transmigration hotspots. Using this method, we show that the heterogeneous distribution of ICAM-1 determines the location of the transmigration hotspot. Interestingly, loss of ICAM-1 heterogeneity either by CRISPR/Cas9-induced knockout of ICAM-1 or equalizing the distribution of ICAM-1 in all endothelial cells results in loss of TEM hotspots but not necessarily in reduced TEM events. Functionally, loss of endothelial hotspots results in increased vascular leakage during TEM. Mechanistically, we demonstrate that the 3 extracellular Ig-like domains of ICAM-1 are crucial for hotspot recognition. However, the intracellular tail of ICAM-1 and the 4thIg-like dimerization domain are not involved, indicating that intracellular signalling or ICAM-1 dimerization is not required for hotspot recognition. Together, we discovered that hotspots function to limit vascular leakage during inflammation-induced extravasation.
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- 2023
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28. Primary Neutrophil Adhesion Triggers Endothelial Hotspots by Increasing JNK1-MARCKSL1-Mediated Filopodia to Promote Secondary Neutrophil Transmigration
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Max Grönloh, Janine Johanna Geertruida Arts, Eike Karin Mahlandt, Martijn A. Nolte, Joachim Goedhart, and Jaap Diederik van Buul
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- 2023
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29. Author Reply to Peer Reviews of A systematic, cell-based comparison of G-protein binding domains for their potential as localization-based, genetically encoded biosensors of Cdc42 or Rac activity
- Author
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Eike K. Mahlandt, Anna O. Chertkova, and Joachim Goedhart
- Published
- 2022
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30. iLID-antiGFP-nanobody is a flexible targeting strategy for recruitment to GFP-tagged proteins
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Eike K. Mahlandt, Maarten Toereppel, Tayeba Haydary, and Joachim Goedhart
- Subjects
iLID, (antiGFP)nanobody - Abstract
Optogenetics is a fast-growing field, that applies light-sensitive proteins to manipulate cellular processes. A popular optogenetics tool is the improved light-induced dimer (iLID). It comprises two components, iLID and SspB, which heterodimerize upon illumination with blue light. This system is often used to recruit proteins to a specific subcellular location, e.g. by targeting the iLID to the plasma membrane. The targeting requires modification of the iLID with a targeting sequence. To skip the modification of the iLID and use existing GFP fusion as targets, we fuse an antiGFP nanobody to the iLID. We show that the antiGFP nanobody is able to locate iLID to GFP-tagged proteins. Plus, the light-dependent recruitment of SspB to iLID, localized by the antiGFP nanobody to a GFP-tagged protein, is still functioning efficiently. This approach increases flexibility, enabling the recruitment of any GFP-tagged protein, without the necessity of protein engineering.
- Published
- 2022
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31. Cell-based optimization and characterization of genetically encoded location-based biosensors for Cdc42 or Rac activity
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Eike K. Mahlandt, Gabriel Kreider-Letterman, Anna O. Chertkova, Rafael Garcia-Mata, and Joachim Goedhart
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Cell Biology ,Rho GTPase, biosensor - Abstract
Rac (herein referring to the Rac family) and Cdc42 are Rho GTPases that regulate the formation of lamellipoda and filopodia, and are therefore crucial in processes such as cell migration. Relocation-based biosensors for Rac and Cdc42 have not been characterized well in terms of their specificity or affinity. In this study, we identify relocation sensor candidates for both Rac and Cdc42. We compared their (1) ability to bind the constitutively active Rho GTPases, (2) specificity for Rac and Cdc42, and (3) relocation efficiency in cell-based assays. Subsequently, the relocation efficiency was improved by a multi-domain approach. For Rac1, we found a sensor candidate with low relocation efficiency. For Cdc42, we found several sensors with sufficient relocation efficiency and specificity. These optimized sensors enable the wider application of Rho GTPase relocation sensors, which was showcased by the detection of local endogenous Cdc42 activity at assembling invadopodia. Moreover, we tested several fluorescent proteins and HaloTag for their influence on the recruitment efficiency of the Rho location sensor, to find optimal conditions for a multiplexing experiment. This characterization and optimization of relocation sensors will broaden their application and acceptance.
- Published
- 2022
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32. SuperPlotsOfData—a web app for the transparent display and quantitative comparison of continuous data from different conditions
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Joachim Goedhart
- Subjects
0303 health sciences ,Translational bioinformatics ,business.industry ,MEDLINE ,Cell Biology ,Transparent display ,Biology ,Web tool ,Continuous data ,World Wide Web ,03 medical and health sciences ,0302 clinical medicine ,Software ,Web application ,The Internet ,business ,Molecular Biology ,030217 neurology & neurosurgery ,030304 developmental biology - Abstract
SuperPlotsOfData is a web tool for the transparent display and quantitative comparison of continuous data from different conditions. It offers easy and open access to state-of-the-art data visualization. In addition, it incorporates recent innovations in data visualization and analysis, including raincloud plots and estimation statistics.
- Published
- 2021
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33. The cooperative action of CSB, CSA, and UVSSA target TFIIH to DNA damage-stalled RNA polymerase II
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Martijn S. Luijsterburg, Johannes C. Walter, Sheera Adar, Hadar Golan-Berman, Diana van den Heuvel, Román González-Prieto, Joachim Goedhart, Elisheva E. Heilbrun, Katja Apelt, Alfred C.O. Vertegaal, Yana van der Weegen, Tycho E. T. Mevissen, and Molecular Cytology (SILS, FNWI)
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0301 basic medicine ,DNA repair ,DNA damage ,Science ,General Physics and Astronomy ,RNA polymerase II ,chemical and pharmacologic phenomena ,Biology ,General Biochemistry, Genetics and Molecular Biology ,Article ,03 medical and health sciences ,0302 clinical medicine ,DNA repair complex ,Transcription (biology) ,lcsh:Science ,Multidisciplinary ,T-cell receptor ,DNA damage and repair ,hemic and immune systems ,General Chemistry ,Cell biology ,Nucleotide excision repair ,030104 developmental biology ,Transcription Factor TFIIH ,Transcription factor II H ,biology.protein ,lcsh:Q ,Transcription ,030217 neurology & neurosurgery - Abstract
The response to DNA damage-stalled RNA polymerase II (RNAPIIo) involves the assembly of the transcription-coupled repair (TCR) complex on actively transcribed strands. The function of the TCR proteins CSB, CSA and UVSSA and the manner in which the core DNA repair complex, including transcription factor IIH (TFIIH), is recruited are largely unknown. Here, we define the assembly mechanism of the TCR complex in human isogenic knockout cells. We show that TCR is initiated by RNAPIIo-bound CSB, which recruits CSA through a newly identified CSA-interaction motif (CIM). Once recruited, CSA facilitates the association of UVSSA with stalled RNAPIIo. Importantly, we find that UVSSA is the key factor that recruits the TFIIH complex in a manner that is stimulated by CSB and CSA. Together these findings identify a sequential and highly cooperative assembly mechanism of TCR proteins and reveal the mechanism for TFIIH recruitment to DNA damage-stalled RNAPIIo to initiate repair., The response to DNA damage-stalled RNA polymerase II leads to the assembly of the transcription-coupled repair (TCR) complex on actively transcribed strands. Here, the authors reveal the complex assembly mechanism of the TCR complex in human cells.
- Published
- 2020
34. ARHGAP17 regulates the spatiotemporal activity of Cdc42 at invadopodia
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Eike Mahlandt, Abel Castillo, Agustin Rabino, Rafael Garcia-Mata, Joachim Goedhart, Silvia Goicoechea, and Gabriel Kreider-Letterman
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rho GTP-Binding Proteins ,Cell Line, Tumor ,Podosomes ,GTPase-Activating Proteins ,Humans ,Breast Neoplasms ,Cell Biology ,cdc42 GTP-Binding Protein ,Signal Transduction - Abstract
Invadopodia formation is regulated by Rho GTPases. However, the molecular mechanisms that control Rho GTPase signaling at invadopodia remain poorly understood. Here, we have identified ARHGAP17, a Cdc42-specific RhoGAP, as a key regulator of invadopodia in breast cancer cells and by RhoGAPs characterized a novel ARHGAP17-mediated signaling pathway that controls the spatiotemporal activity of Cdc42 during invadopodia turnover. Our results show that during invadopodia assembly, ARHGAP17 localizes to the invadopodia ring and restricts the activity of Cdc42 to the invadopodia core, where it promotes invadopodia growth. Invadopodia disassembly starts when ARHGAP17 translocates from the invadopodia ring to the core, in a process that is mediated by its interaction with the Cdc42 effector CIP4. Once at the core, ARHGAP17 inactivates Cdc42 to promote invadopodia disassembly. Our results in invadopodia provide new insights on the coordinated transition between the activation and inactivation of Rho GTPases.
- Published
- 2022
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35. SUMO Activated Target Traps (SATTs) enable the identification of a comprehensive E3-specific SUMO proteome
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Daniel Salas-Lloret, Coen van der Meulen, Easa Nagamalleswari, Ekaterina Gracheva, Arnoud H. de Ru, H. Anne Marie Otte, Peter A. van Veelen, Andrea Pichler, Joachim Goedhart, Alfred C.O. Vertegaal, and Román González-Prieto
- Abstract
Ubiquitin and ubiquitin-like conjugation cascades consist of dedicated E1, E2 and E3 enzymes with E3s providing substrate specificity. Mass spectrometry-based approaches have enabled the identification of more than 60,000 acceptor sites for ubiquitin and 40,000 acceptor sites for SUMO2/3. However, E3-to-target wiring is poorly understood. The limited number of SUMO E3s provides the unique opportunity to systematically study E3-substrate wiring. We developed SUMO Activated Target Traps (SATTs) and systematically identified substrates for eight different SUMO E3s, PIAS1, PIAS2, PIAS3, PIAS4, NSMCE2, ZNF451, LAZSUL(ZNF451-3) and ZMIZ2. SATTs enabled us to identify 590 SUMO1 and 1195 SUMO2/3 targets in an E3-specific manner. We found pronounced E3 substrate preference, even at the substrate isoform level. Quantitative proteomics enabled us to measure substrate specificity of E3s, quantified using the SATT index. Furthermore, we developed the Polar SATTs web-based tool (https://amsterdamstudygroup.shinyapps.io/PolaRVolcaNoseR/) to browse the dataset in an interactive manner, increasing the accessibility of this resource for the community. Overall, we uncover E3-to-target wiring of 1681 SUMO substrates, highlighting unique and overlapping sets of substrates for eight different SUMO E3 ligases.
- Published
- 2022
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36. JoachimGoedhart/DataViz-protocols: v0.1
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Joachim Goedhart
- Subjects
Protocol ,Rstats ,DataViz ,ggplot2 - Abstract
First release of the online book "DataViz protocols - An introduction to data visualization protocols for wet lab scientists" by Joachim Goedhart. Cite as: Goedhart, J. (2022) DataViz protocols - An introduction to data visualization protocols for wet lab scientists, Zenodo, doi: 10.5281/zenodo.6457003
- Published
- 2022
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37. Visualizing and Quantifying Data from Time-Lapse Imaging Experiments
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Eike K, Mahlandt and Joachim, Goedhart
- Subjects
Image Processing, Computer-Assisted ,Time-Lapse Imaging ,Software - Abstract
One obvious feature of life is that it is highly dynamic. The dynamics can be captured by movies that are made by acquiring images at regular time intervals, a method that is also known as time-lapse imaging. Looking at movies is a great way to learn more about the dynamics in cells, tissue, and organisms. However, science is different from Netflix, in that it aims for a quantitative understanding of the dynamics. The quantification is important for the comparison of dynamics and to study effects of perturbations. Here, we provide detailed processing and analysis methods that we commonly use to analyze and visualize our time-lapse imaging data. All methods use freely available open-source software and use example data that is available from an online data repository. The step-by-step guides together with example data allow for fully reproducible workflows that can be modified and adjusted to visualize and quantify other data from time-lapse imaging experiments.
- Published
- 2022
38. HI-NESS: a family of genetically encoded DNA labels based on a bacterial nucleoid-associated protein
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Patrick Voskamp, Daphne E. C. Boer, Monica Varela Alvarez, Martijn S. Luijsterburg, Fatema-Zahra M Rashid, Frédéric Crémazy, Daan J.W. Brocken, Thomas S Shimizu, Joachim Goedhart, Remus T. Dame, Annemarie H. Meijer, Michiel van der Vaart, Eike K. Mahlandt, Anneloes Blok, Bram Henneman, and Molecular Cytology (SILS, FNWI)
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DNA Replication ,DNA, Bacterial ,AcademicSubjects/SCI00010 ,DNA damage ,Genetic Vectors ,Gene Expression ,Biology ,Genome ,Cell Line ,chemistry.chemical_compound ,Narese/3 ,Bacterial Proteins ,Transcription (biology) ,Genetics ,Animals ,Cloning, Molecular ,Fluorescent Dyes ,Staining and Labeling ,Chromosome ,Bacterial nucleoid ,Cell biology ,Chromatin ,DNA-Binding Proteins ,Microscopy, Fluorescence ,chemistry ,Nucleic acid ,Methods Online ,Biological Assay ,DNA - Abstract
The interplay between three-dimensional chromosome organisation and genomic processes such as replication and transcription necessitates in vivo studies of chromosome dynamics. Fluorescent organic dyes are often used for chromosome labelling in vivo. The mode of binding of these dyes to DNA cause its distortion, elongation, and partial unwinding. The structural changes induce DNA damage and interfere with the binding dynamics of chromatin-associated proteins, consequently perturbing gene expression, genome replication, and cell cycle progression. We have developed a minimally-perturbing, genetically encoded fluorescent DNA label consisting of a (photo-switchable) fluorescent protein fused to the DNA-binding domain of H-NS — a bacterial nucleoid-associated protein. We show that this DNA label, abbreviated as HI-NESS (H-NS-based indicator for nucleic acid stainings), is minimally-perturbing to genomic processes and labels chromosomes in eukaryotic cells in culture, and in zebrafish embryos with preferential binding to AT-rich chromatin.
- Published
- 2022
39. Visualizing and Quantifying Data from Time-Lapse Imaging Experiments
- Author
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Eike K. Mahlandt and Joachim Goedhart
- Published
- 2022
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40. A turquoise fluorescence lifetime-based biosensor for quantitative imaging of intracellular calcium
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Joachim Goedhart, Jens Puschhof, de Man Sm, Janine J. G. Arts, Anna O. Chertkova, Eike K. Mahlandt, Marten Postma, van Buul Jd, van der Linden Fh, Bas Ponsioen, T. W. J. Gadella, Joep Beumer, Hans Clevers, Hubrecht Institute for Developmental Biology and Stem Cell Research, Landsteiner Laboratory, ACS - Microcirculation, Molecular Cytology (SILS, FNWI), and SILS Other Research (FNWI)
- Subjects
Fluorescence-lifetime imaging microscopy ,Conformational change ,Quantitative imaging ,Science ,chemistry.chemical_element ,Quantum yield ,General Physics and Astronomy ,Biosensing Techniques ,Calcium ,Cellular imaging ,Calcium in biology ,General Biochemistry, Genetics and Molecular Biology ,Article ,Fluorescence imaging ,Fluorescence ,Ca2+ imaging ,Humans ,Multidisciplinary ,Chemistry ,Endothelial Cells ,General Chemistry ,Fluorescent proteins ,Organoids ,Luminescent Proteins ,Biophysics ,Biosensor ,HeLa Cells - Abstract
The most successful genetically encoded calcium indicators (GECIs) employ an intensity or ratiometric readout. Despite a large calcium-dependent change in fluorescence intensity, the quantification of calcium concentrations with GECIs is problematic, which is further complicated by the sensitivity of all GECIs to changes in the pH in the biological range. Here, we report on a sensing strategy in which a conformational change directly modifies the fluorescence quantum yield and fluorescence lifetime of a circular permutated turquoise fluorescent protein. The fluorescence lifetime is an absolute parameter that enables straightforward quantification, eliminating intensity-related artifacts. An engineering strategy that optimizes lifetime contrast led to a biosensor that shows a 3-fold change in the calcium-dependent quantum yield and a fluorescence lifetime change of 1.3 ns. We dub the biosensor Turquoise Calcium Fluorescence LIfeTime Sensor (Tq-Ca-FLITS). The response of the calcium sensor is insensitive to pH between 6.2–9. As a result, Tq-Ca-FLITS enables robust measurements of intracellular calcium concentrations by fluorescence lifetime imaging. We demonstrate quantitative imaging of calcium concentrations with the turquoise GECI in single endothelial cells and human-derived organoids., Currently, genetically encoded calcium indicators are not suitable for direct quantification. Here the authors engineer a fluorescence lifetime imaging calcium biosensor, Turquoise Calcium Fluorescence LIfeTime Sensor (Tq-Ca-FLITS), and measure intracellular calcium concentrations in human-derived organoids.
- Published
- 2021
41. Not So Dry After All
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Joachim Goedhart, Anna O. Chertkova, Anna Pietraszewska-Bogiel, Linda Joosen, and Molecular Cytology (SILS, FNWI)
- Subjects
G protein ,Chemistry ,General Chemical Engineering ,Signal transducing adaptor protein ,General Chemistry ,Angiotensin II ,Cell biology ,Heterotrimeric G protein ,Functional selectivity ,Arrestin ,Receptor ,QD1-999 ,G protein-coupled receptor - Abstract
G-protein-coupled receptors (GPCRs) are seven transmembrane spanning receptors that regulate a wide array of intracellular signaling cascades in response to various stimuli. To do so, they couple to different heterotrimeric G proteins and adaptor proteins, including arrestins. Importantly, arrestins were shown to regulate GPCR signaling through G proteins, as well as promote G protein-independent signaling events. Several research groups have reported successful isolation of exclusively G protein-dependent and arrestin-dependent signaling downstream of GPCR activation using biased agonists or receptor mutants incapable of coupling to either arrestins or G proteins. In the latter category, the DRY mutant of the angiotensin II type 1 receptor was extensively used to characterize the functional selectivity downstream of AT1AR. In an attempt to understand histamine 1 receptor signaling, we characterized the signaling capacity of the H1R DRY mutant in a panel of dynamic, live cell biosensor assays, including arrestin recruitment, heterotrimeric G protein activation, Ca2+ signaling, protein kinase C activity, GTP binding of RhoA, and activation of ERK1/2. Here, we show that both H1R DRY mutant and the AT1AAR DRY mutant are capable of efficient activation of G protein-mediated signaling. Therefore, contrary to the common belief, they do not constitute suitable tools for the dissection of the arrestin-mediated, G protein-independent signaling downstream of these receptors.
- Published
- 2020
42. Visualizing endogenous Rho activity with an improved localization-based, genetically encoded biosensor
- Author
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Werner J. van der Meer, Simon Tol, Eike K. Mahlandt, Jaap D. van Buul, Franka H van der Linden, Theodorus W. J. Gadella, Janine J. G. Arts, Joachim Goedhart, Landsteiner Laboratory, Molecular Cytology (SILS, FNWI), and SILS Other Research (FNWI)
- Subjects
rho GTP-Binding Proteins ,Cell division ,Cell ,Rho GTPase ,Rho GTPases ,Thrombin ,Cell migration ,Endogeny ,Cell Biology ,GTPase ,Biosensing Techniques ,macromolecular substances ,Biology ,Cell biology ,Tools and Resources ,medicine.anatomical_structure ,Endothelial cell ,First person ,Cell Movement ,Rho ,medicine ,Tools in Cell Biology ,Humans ,Biosensor - Abstract
Rho GTPases are regulatory proteins, which orchestrate cell features such as morphology, polarity and movement. Therefore, probing Rho GTPase activity is key to understanding processes such as development and cell migration. Localization-based reporters for active Rho GTPases are attractive probes to study Rho GTPase-mediated processes in real time with subcellular resolution in living cells and tissue. Until now, relocation Rho biosensors (sensors that relocalize to the native location of active Rho GTPase) seem to have been only useful in certain organisms and have not been characterized well. In this paper, we systematically examined the contribution of the fluorescent protein and Rho-binding peptides on the performance of localization-based sensors. To test the performance, we compared relocation efficiency and specificity in cell-based assays. We identified several improved localization-based, genetically encoded fluorescent biosensors for detecting endogenous Rho activity. This enables a broader application of Rho relocation biosensors, which was demonstrated by using the improved biosensor to visualize Rho activity during several cellular processes, such as cell division, migration and G protein-coupled receptor signaling. Owing to the improved avidity of the new biosensors for Rho activity, cellular processes regulated by Rho can be better understood. This article has an associated First Person interview with the first author of the paper., Summary: The dT-2xrGBD location-based Rho biosensor relocalizes more efficiently than other sensors of this type, and this sensor enables the observation of endogenous Rho activity in cultured cells.
- Published
- 2021
43. Author response: Endothelial junctional membrane protrusions serve as hotspots for neutrophil transmigration
- Author
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Emma Gordon, Eike K. Mahlandt, Jos van Rijssel, Mark R. Winter, Simon Tol, Ivar Noordstra, Marten Postma, Janine J. G. Arts, Abraham C.I. van Steen, Eric Wait, Joachim Goedhart, Martijn A. Nolte, Eloi Montanez, Lilian Schimmel, Teng Leong Chew, Max L. B. Grönloh, Satya Khuon, John M. Heddleston, Jaap D. van Buul, and Barbara Walzog
- Subjects
Membrane ,Chemistry ,Cell biology - Published
- 2021
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44. Endothelial junctional membrane protrusions serve as hotspots for neutrophil transmigration
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Simon Tol, John M. Heddleston, Barbara Walzog, Eric Wait, Ivar Noordstra, Eloi Montanez, Marten Postma, Abraham C.I. van Steen, Joachim Goedhart, Lilian Schimmel, Martijn A. Nolte, Teng-Leong Chew, Mark R. Winter, Emma Gordon, Eike K. Mahlandt, Jos van Rijssel, Max L. B. Grönloh, Janine J. G. Arts, Jaap D. van Buul, Satya Khuon, Landsteiner Laboratory, Graduate School, AII - Inflammatory diseases, AII - Infectious diseases, ACS - Atherosclerosis & ischemic syndromes, SILS Other Research (FNWI), and Molecular Cytology (SILS, FNWI)
- Subjects
Male ,Mouse ,Small GTPase ,Neutrophils ,Cell junction ,Mice ,Immunology and Inflammation ,Immunologia ,Biology (General) ,Leucòcits ,Chemistry ,General Neuroscience ,General Medicine ,protrusions ,Inflamació ,Cell biology ,Endothelial stem cell ,Membrane ,medicine.anatomical_structure ,Intercellular Junctions ,Transmigration ,Medicine ,medicine.symptom ,actin ,Rac1 ,Research Article ,Human ,Endothelium ,endothelium ,QH301-705.5 ,Science ,Green Fluorescent Proteins ,Immunology ,RAC1 ,Inflammation ,Mice, Transgenic ,Endoteli ,General Biochemistry, Genetics and Molecular Biology ,Cell Line ,Microscopy, Electron, Transmission ,medicine ,Human Umbilical Vein Endothelial Cells ,Animals ,Humans ,Muscle, Skeletal ,Leucocytes ,GTPase ,Actin ,General Immunology and Microbiology ,Cell Biology ,Gene Expression Regulation ,inflammation - Abstract
Upon inflammation, leukocytes rapidly transmigrate across the endothelium to enter the inflamed tissue. Evidence accumulates that leukocytes use preferred exit sites, alhough it is not yet clear how these hotspots in the endothelium are defined and how they are recognized by the leukocyte. Using lattice light sheet microscopy, we discovered that leukocytes prefer endothelial membrane protrusions at cell junctions for transmigration. Phenotypically, these junctional membrane protrusions are present in an asymmetric manner, meaning that one endothelial cell shows the protrusion and the adjacent one does not. Consequently, leukocytes cross the junction by migrating underneath the protruding endothelial cell. These protrusions depend on Rac1 activity and by using a photo-activatable Rac1 probe, we could artificially generate local exit-sites for leukocytes. Overall, we have discovered a new mechanism that uses local induced junctional membrane protrusions to facilitate/steer the leukocyte escape/exit from inflamed vessel walls.
- Published
- 2021
45. Heterogeneity and dynamics of ERK and Akt activation by G protein-coupled receptors depend on the activated heterotrimeric G proteins
- Author
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Theodorus W. J. Gadella, Max L. B. Grönloh, Sergei Chavez-Abiega, Joachim Goedhart, and Frank J. Bruggeman
- Subjects
MAPK/ERK pathway ,G protein ,Chemistry ,Kinase ,Heterotrimeric G protein ,Kinase activity ,Signal transduction ,Protein kinase B ,Cell biology ,G protein-coupled receptor - Abstract
Kinases are fundamental regulators of cellular functions and play key roles in GPCR-mediated signaling pathways. Kinase activities are generally inferred from cell lysates, hiding the heterogeneity of the individual cellular responses to extracellular stimuli. Here, we study the dynamics and heterogeneity of ERK and Akt in genetically identical cells in response to activation of endogenously expressed GPCRs. We use kinase translocation reporters, high-content imaging, automated segmentation and clustering methods to assess cell-to-cell signaling heterogeneity. We observed ligand-concentration dependent response kinetics to histamine, a2-adrenergic, and S1P receptor stimulation that varied between cells. By using G protein inhibitors, we observed that Gq mediated the ERK and Akt responses to histamine. In contrast, Gi was necessary for ERK and Akt activation in response to α2-adrenergic receptor activation. ERK and Akt were also strongly activated by S1P, showing high heterogeneity at the single cell level, especially for ERK. In all cases, the cellular heterogeneity was not explained by distinct pre-stimulation levels or saturation of the measured response. Cluster analysis of time-series derived from 68,000 cells obtained under the different conditions revealed several distinct populations of cells that display similar response dynamics. The single-cell ERK responses to histamine and brimonidine showed remarkably similar dynamics, despite the activation of different heterotrimeric G proteins. In contrast, the ERK response dynamics to S1P showed high heterogeneity, which was reduced by the inhibition of Gi. To conclude, we have set up an imaging and analysis strategy that reveals substantial cell-to-cell heterogeneity in kinase activity driven by GPCRs.Abstract Figure
- Published
- 2021
- Full Text
- View/download PDF
46. PlotXpress, a webtool for normalization and visualization of reporter expression data
- Author
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Elias Brandorff, Marc Galland, and Joachim Goedhart
- Subjects
Normalization (statistics) ,Computer science ,Computational biology ,General Biochemistry, Genetics and Molecular Biology ,webtool ,Data visualization ,Genes, Reporter ,Gene expression ,data visualization ,General Pharmacology, Toxicology and Pharmaceutics ,Gene ,Reporter gene ,Molecular cell biology ,General Immunology and Microbiology ,Software Tool Article ,business.industry ,Articles ,General Medicine ,luciferase ,Fold change ,Visualization ,Expression data ,gene expression ,business ,Software ,Reporter assays - Abstract
In molecular cell biology, reporter assays are frequently used to investigate gene expression levels. Reporter assays employ a gene that encodes a light-emitting protein, of which the luminescence is quantified as a proxy of gene expression. Commercial parties provide reporter assay kits that include protocols and specialized detection machinery. However, downstream analysis of the output data and their presentation are not standardized. We have developed plotXpress to fill this gap, providing a free, open-source platform for the semi-automated analysis and standardized visualisation of experimental gene reporter data. Users can upload raw luminescence data acquired from a reporter gene assay with an internal control. In plotXpress, the data is corrected for sample variation with the internal control and the average for each condition is calculated. When a reference condition is selected the fold change is calculated for all other conditions, based on the selected reference. The results are shown as dot plots with a statistical summary, which can be adjusted to create publication-grade plots without requiring coding skills. Altogether, plotXpress is an open-source, low-threshold, web-based tool, that promotes a standardized and reproducible analysis while providing an appealing visualization of reporter data. The webtool can be accessed at: https://huygens.science.uva.nl/PlotXpress/Abstract Figure
- Published
- 2021
- Full Text
- View/download PDF
47. A yeast FRET biosensor enlightens cAMP signaling
- Author
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Johan H. van Heerden, Frank J. Bruggeman, Tom O'Toole, Bas Teusink, Joachim Goedhart, Dennis Botman, VU University medical center, AIMMS, and Systems Bioinformatics
- Subjects
Saccharomyces cerevisiae Proteins ,Biosensing Techniques ,Saccharomyces cerevisiae ,Biology ,Flow cytometry ,CAMP signaling ,Cyclic AMP ,Fluorescence Resonance Energy Transfer ,medicine ,Extracellular ,Prospective Studies ,Molecular Biology ,medicine.diagnostic_test ,Articles ,Cell Biology ,Metabolism ,Flow Cytometry ,Cyclic AMP-Dependent Protein Kinases ,Yeast ,High-Throughput Screening Assays ,Glucose ,Förster resonance energy transfer ,Biophysics ,Single-Cell Analysis ,Biosensor ,Intracellular ,Signal Transduction - Abstract
The cAMP-PKA signaling cascade in budding yeast regulates adaptation to changing environments. We developed yEPAC, a FRET-based biosensor for cAMP measurements in yeast. We used this sensor with flow cytometry for high-throughput single cell-level quantification during dynamic changes in response to sudden nutrient transitions. We found that the characteristic cAMP peak differentiates between different carbon source transitions and is rather homogenous among single cells, especially for transitions to glucose. The peaks are mediated by a combination of extracellular sensing and intracellular metabolism. Moreover, the cAMP peak follows the Weber-Fechner law; its height scales with the relative, and not the absolute, change in glucose. Last, our results suggest that the cAMP peak height conveys information about prospective growth rates. In conclusion, our yEPAC-sensor makes possible new avenues for understanding yeast physiology, signaling, and metabolic adaptation.
- Published
- 2021
- Full Text
- View/download PDF
48. Imaging of Genetically Encoded FRET-Based Biosensors to Detect GPCR Activity
- Author
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Luca, Bordes, Sergei, Chavez-Abiega, and Joachim, Goedhart
- Subjects
Luminescent Proteins ,HEK293 Cells ,Bacterial Proteins ,Green Fluorescent Proteins ,Fluorescence Resonance Energy Transfer ,Humans ,Biosensing Techniques ,Recombinant Proteins ,Receptors, G-Protein-Coupled ,Signal Transduction - Abstract
A wealth of assays for screening GPCR activity have been developed. Biosensors that employ Förster Resonance Energy transfer (FRET) are specific and enable dynamic measurements. Moreover, FRET biosensors are ideally suited for the analysis of single living cells. The FRET biosensors described in this manuscript are entirely genetically encoded by plasmids. Here, protocols for employing FRET-based biosensors to detect G protein activity upon GPCR activation are reported. The protocols include details on the isolation of plasmids, transfection, generation of stable cell lines with the FRET biosensors, FRET ratio imaging, and data analysis.
- Published
- 2021
49. Author Reply to Peer Reviews of Visualizing endogenous RhoA activity with an improved localization-based, genetically encoded biosensor
- Author
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Joachim Goedhart, Theodorus W. J. Gadella, Jaap D. van Buul, Simon Tol, Franka H. van der Linden, Werner J. van der Meer, Janine J. G. Arts, and Eike K. Mahlandt
- Published
- 2021
- Full Text
- View/download PDF
50. Quantitative imaging of signaling with genetically encoded biosensors to study signaling in plants, yeast, and human cells
- Author
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Joachim Goedhart
- Subjects
Physiology (medical) ,Biochemistry - Published
- 2022
- Full Text
- View/download PDF
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