Name: cellular redox profiling using high-content microscopy
Uploaded: 2017-05-14T13:00:00
Description: Watch this Scientific Journal Video about Cellular Redox Profiling Using High-content Microscopy at JoVE.com

This research was supported by the University of Antwerp (TTBOF/29267, TTBOF/30112), the Special Research Fund of Ghent University (project BOF/11267/09), NB-Photonics (Project code 01-MR0110) and the CSBR (Centers for Systems Biology Research) initiative from the Netherlands Organization for Scientific Research (NWO; No: CSBR09/013V). Parts of this manuscript have been adapted from another publication1, with permission of Springer. The authors thank Geert Meesen for his help with the widefield microscope.

The protocol below is described as performed for NHDF cells and with use of the multiwell plates specified in the materials file. See Figure 1 for a general overview of the workflow.
1. Preparation of Reagents
<ol>
	<li>Prepare complete medium by supplementing Dulbecco&#39;s Modified Eagle Medium (DMEM) with 10% v/v Fetal Bovine Serum (FBS) and 100 IU/mL penicillin and 100 IU/mL streptomycin (PS). For 500 mL complete medium, add 50 mL of FBS and 5 mL of PS to 44...

<ol>
	<li>Sieprath, T., Corne, T. D. J., Willems, P. H. G. M., Koopman, W. J. H., De Vos, W. H. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Integrated+High-Content+Quantification+of+Intracellular+ROS+Levels+and+Mitochondrial+Morphofunction.">Integrated High-Content Quantification of Intracellular ROS Levels and Mitochondrial Morphofunction.</a> AAEC. 219, 149-177 (2016).</li><li>Marchi, S., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Mitochondria-ros+crosstalk+in+the+control+of+cell+death+and+aging).">Mitochondria-ros crosstalk in the control of cell death and aging).</a> J Signal Transduct. 2012, 1-17 (2012).</li><li>Korshunov, S. S., Skulachev, V. P., Starkov, A. A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=High+protonic+potential+actuates+a+mechanism+of+production+of+reactive+oxygen+species+in+mitochondria.">High protonic potential actuates a mechanism of production of reactive oxygen species in mitochondria.</a> FEBS lett. 416 (1), 15-18 (1997).</li><li>Miwa, S., Brand, M. D. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Mitochondrial+matrix+reactive+oxygen+species+production+is+very+sensitive+to+mild+uncoupling.">Mitochondrial matrix reactive oxygen species production is very sensitive to mild uncoupling.</a> Biochem Soc Trans. 31 (Pt 6), 1300-1301 (2003).</li><li>Verkaart, S., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Superoxide+production+is+inversely+related+to+complex+I+activity+in+inherited+complex+I+deficiency.">Superoxide production is inversely related to complex I activity in inherited complex I deficiency.</a> BBA-GEN SUBJECTS. 1772 (3), 373-381 (2007).</li><li>Murphy, M. P. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=How+mitochondria+produce+reactive+oxygen+species.">How mitochondria produce reactive oxygen species.</a> Biochem J. 417 (pt 1), 1-13 (2009).</li><li>Lebiedzinska, M., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Oxidative+stress-dependent+p66Shc+phosphorylation+in+skin+fibroblasts+of+children+with+mitochondrial+disorders.">Oxidative stress-dependent p66Shc phosphorylation in skin fibroblasts of children with mitochondrial disorders.</a> BBA-GEN SUBJECTS. 1797 (6-7), 952-960 (2010).</li><li>Forkink, M., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Mitochondrial+hyperpolarization+during+chronic+complex+I+inhibition+is+sustained+by+low+activity+of+complex+II,+III,+IV+and+V.">Mitochondrial hyperpolarization during chronic complex I inhibition is sustained by low activity of complex II, III, IV and V.</a> BBA-BIOENERGETICS. 1837 (8), 1247-1256 (2014).</li><li>Willems, P. H. G. M., Rossignol, R., Dieteren, C. E. J., Murphy, M. P., Koopman, W. J. H. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Redox+Homeostasis+and+Mitochondrial+Dynamics.">Redox Homeostasis and Mitochondrial Dynamics.</a> Cell Metab. 22 (2), 207-218 (2015).</li><li>Koopman, W. J. H., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Human+NADH:ubiquinone+oxidoreductase+deficiency:+radical+changes+in+mitochondrial+morphology?.">Human NADH:ubiquinone oxidoreductase deficiency: radical changes in mitochondrial morphology?.</a> Am J Physiol Cell Physiol. 293 (1), C22-C29 (2007).</li><li>Archer, S. L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Mitochondrial+dynamics--mitochondrial+fission+and+fusion+in+human+diseases.">Mitochondrial dynamics--mitochondrial fission and fusion in human diseases.</a> N Engl J Med. 369 (23), 2236-2251 (2013).</li><li>Rambold, A. S., Kostelecky, B., Elia, N., Lippincott-Schwartz, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Tubular+network+formation+protects+mitochondria+from+autophagosomal+degradation+during+nutrient+starvation.">Tubular network formation protects mitochondria from autophagosomal degradation during nutrient starvation.</a> Proc Natl Acad Sci U S A. 108 (25), 10190-10195 (2011).</li><li>Koopman, W. J. H., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Simultaneous+quantification+of+oxidative+stress+and+cell+spreading+using+5-(and-6)-chloromethyl-2+&amp;#34;,7+-&amp;#34;dichlorofluorescein.">Simultaneous quantification of oxidative stress and cell spreading using 5-(and-6)-chloromethyl-2 &amp;#34;,7 -&amp;#34;dichlorofluorescein.</a> Cytometry A. 69A (12), 1184-1192 (2006).</li><li>Iannetti, E. F., Smeitink, J. A. M., Beyrath, J., Willems, P. H. G. M., Koopman, W. J. H. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Multiplexed+high-content+analysis+of+mitochondrial+morphofunction+using+live-cell+microscopy.">Multiplexed high-content analysis of mitochondrial morphofunction using live-cell microscopy.</a> Nat Protoc. 11 (9), 1693-1710 (2016).</li><li>Sieprath, T., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Sustained+accumulation+of+prelamin+A+and+depletion+of+lamin+A/C+both+cause+oxidative+stress+and+mitochondrial+dysfunction+but+induce+different+cell+fates.">Sustained accumulation of prelamin A and depletion of lamin A/C both cause oxidative stress and mitochondrial dysfunction but induce different cell fates.</a> Nucleus. 6 (3), 236-246 (2015).</li><li>Zuiderveld, K. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Contrast+limited+adaptive+histogram+equalization.">Contrast limited adaptive histogram equalization.</a> Graphics gems IV. , 474-485 (1994).</li><li>Chang, W., Cheng, J., Allaire, J. J., Xie, Y., McPherson, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> shiny: Web Application Framework for R. R package version 0.14.2. , (2017).</li><li>Konietschke, F., Placzek, M., Schaarschmidt, F., Hothorn, L. A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=nparcomp:+An+R+Software+Package+for+Nonparametric+Multiple+Comparisons+and+Simultaneous+Confidence+Intervals.">nparcomp: An R Software Package for Nonparametric Multiple Comparisons and Simultaneous Confidence Intervals.</a> J Stat Softw. 64 (9), 1-17 (2015).</li><li>Estaquier, J., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Effects+of+antiretroviral+drugs+on+human+immunodeficiency+virus+type+1-induced+CD4(+)+T-cell+death.">Effects of antiretroviral drugs on human immunodeficiency virus type 1-induced CD4(+) T-cell death.</a> J Virol. 76 (12), 5966-5973 (2002).</li><li>Matarrese, P., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Mitochondrial+membrane+hyperpolarization+hijacks+activated+T+lymphocytes+toward+the+apoptotic-prone+phenotype:+homeostatic+mechanisms+of+HIV+protease+inhibitors.">Mitochondrial membrane hyperpolarization hijacks activated T lymphocytes toward the apoptotic-prone phenotype: homeostatic mechanisms of HIV protease inhibitors.</a> J Immunol. 170 (12), 6006-6015 (2003).</li><li>Roumier, T., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=HIV-1+protease+inhibitors+and+cytomegalovirus+vMIA+induce+mitochondrial+fragmentation+without+triggering+apoptosis.">HIV-1 protease inhibitors and cytomegalovirus vMIA induce mitochondrial fragmentation without triggering apoptosis.</a> Cell Death Differ. 13 (2), 348-351 (2006).</li><li>Chandra, S., Mondal, D., Agrawal, K. C. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=HIV-1+protease+inhibitor+induced+oxidative+stress+suppresses+glucose+stimulated+insulin+release:+protection+with+thymoquinone.">HIV-1 protease inhibitor induced oxidative stress suppresses glucose stimulated insulin release: protection with thymoquinone.</a> Exp Biol Med (Maywood). 234 (4), 442-453 (2009).</li><li>Touzet, O., Philips, A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Resveratrol+protects+against+protease+inhibitor-induced+reactive+oxygen+species+production,+reticulum+stress+and+lipid+raft+perturbation.">Resveratrol protects against protease inhibitor-induced reactive oxygen species production, reticulum stress and lipid raft perturbation.</a> AIDS. 24 (10), 1437-1447 (2010).</li><li>Boci&#261;ga-Jasik, M., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Metabolic+effects+of+the+HIV+protease+inhibitor--saquinavir+in+differentiating+human+preadipocytes.">Metabolic effects of the HIV protease inhibitor--saquinavir in differentiating human preadipocytes.</a> Pharmacol Rep. 65 (4), 937-950 (2013).</li><li>Xiang, T., Du, L., Pham, P., Zhu, B., Jiang, S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Nelfinavir,+an+HIV+protease+inhibitor,+induces+apoptosis+and+cell+cycle+arrest+in+human+cervical+cancer+cells+via+the+ROS-dependent+mitochondrial+pathway.">Nelfinavir, an HIV protease inhibitor, induces apoptosis and cell cycle arrest in human cervical cancer cells via the ROS-dependent mitochondrial pathway.</a> Cancer Lett. 364 (1), 79-88 (2015).</li><li>Blanchet, L., Smeitink, J. A. M., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Quantifying+small+molecule+phenotypic+effects+using+mitochondrial+morpho-functional+fingerprinting+and+machine+learning.">Quantifying small molecule phenotypic effects using mitochondrial morpho-functional fingerprinting and machine learning.</a> Sci. Rep. 5, 8035 (2015).</li><li>. Reactive Oxygen Species (ROS) Detection Reagents Available from: <a target="_blank" href="https://tools.lifetechnologies.com/content/sfs/manuals/mp36103.pdf">https://tools.lifetechnologies.com/content/sfs/manuals/mp36103.pdf</a> (2006)</li><li>Koh, C. M. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Preparation+of+cells+for+microscopy+using+cytospin.">Preparation of cells for microscopy using cytospin.</a> Methods Enzymol. 533, 235-240 (2013).</li><li>Mihara, K., Nakayama, T., Saitoh, H. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=A+Convenient+Technique+to+Fix+Suspension+Cells+on+a+Coverslip+for+Microscopy.">A Convenient Technique to Fix Suspension Cells on a Coverslip for Microscopy.</a> Curr Protoc Cell Biol. 68, 4.30.1-4.30.10 (2015).</li><li>Deutsch, M., Deutsch, A., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=A+novel+miniature+cell+retainer+for+correlative+high-content+analysis+of+individual+untethered+non-adherent+cells.">A novel miniature cell retainer for correlative high-content analysis of individual untethered non-adherent cells.</a> Lab Chip. 6 (8), 995-996 (2006).</li><li>Price, H. P., MacLean, L., Marrison, J., O'Toole, P. J., Smith, D. F. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Validation+of+a+new+method+for+immobilising+kinetoplastid+parasites+for+live+cell+imaging.">Validation of a new method for immobilising kinetoplastid parasites for live cell imaging.</a> Mol Biochem Parasitol. 169 (1), 66-69 (2010).</li><li>Sabati, T., Galmidi, B. S., Korngreen, A., Zurgil, N., Deutsch, M. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Real-time+monitoring+of+changes+in+plasma+membrane+potential+via+imaging+of+fluorescence+resonance+energy+transfer+at+individual+cell+resolution+in+suspension.">Real-time monitoring of changes in plasma membrane potential via imaging of fluorescence resonance energy transfer at individual cell resolution in suspension.</a> JBO. 18 (12), (2013).</li><li>Fercher, A., O'Riordan, T. C., Zhdanov, A. V., Dmitriev, R. I., Papkovsky, D. B. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Imaging+of+cellular+oxygen+and+analysis+of+metabolic+responses+of+mammalian+cells.">Imaging of cellular oxygen and analysis of metabolic responses of mammalian cells.</a> Meth Mol Biol. 591 (Chapter 16), 257-273 (2010).</li><li>Graf, R., Rietdorf, J., Zimmermann, T. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Live+cell+spinning+disk+microscopy.">Live cell spinning disk microscopy.</a> Adv. Biochem. Eng. Biotechnol. 95 (Chapter 3), 57-75 (2005).</li><li>Gao, L., Shao, L., Chen, B. C., Betzig, E. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=3D+live+fluorescence+imaging+of+cellular+dynamics+using+Bessel+beam+plane+illumination+microscopy.">3D live fluorescence imaging of cellular dynamics using Bessel beam plane illumination microscopy.</a> Nat. Protoc. 9 (5), 1083-1101 (2014).</li><li>Meijer, M., Hendriks, H. S., Heusinkveld, H. J., Langeveld, W. T., Westerink, R. H. S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Comparison+of+plate+reader-based+methods+with+fluorescence+microscopy+for+measurements+of+intracellular+calcium+levels+for+the+assessment+of+in+vitro+neurotoxicity.">Comparison of plate reader-based methods with fluorescence microscopy for measurements of intracellular calcium levels for the assessment of in vitro neurotoxicity.</a> Neurotoxicology. 45, 31-37 (2014).</li><li>Bushway, P. J., Mercola, M., Price, J. H. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=A+comparative+analysis+of+standard+microtiter+plate+reading+versus+imaging+in+cellular+assays.">A comparative analysis of standard microtiter plate reading versus imaging in cellular assays.</a> Assay and drug development technologies. 6 (4), 557-567 (2008).</li><li>Black, C. B., Duensing, T. D., Trinkle, L. S., Dunlay, R. T. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Cell-Based+Screening+Using+High-Throughput+Flow+Cytometry.">Cell-Based Screening Using High-Throughput Flow Cytometry.</a> Assay Drug Dev Technol. 9 (1), 13-20 (2011).</li></ol>

This paper describes a high-content microscopy method for the simultaneous quantification of intracellular ROS levels and mitochondrial morphofunction in NHDF. Its performance was demonstrated with a case study on SQV-treated NHDF. The results support earlier evidence from literature in which increased ROS levels or mitochondrial dysfunction have been observed after treatment with type 1 HIV protease inhibitors, albeit in separate experiments19,20,<sup...

The concentration of intracellular ROS is meticulously regulated through a dynamic interplay between ROS producing and ROS defusing systems. Imbalance between the two provokes a state of oxidative stress. Among the major sources of ROS are mitochondria1. Given their role in cellular respiration, they are responsible for the bulk of intracellular superoxide (O2&#8226;-) molecules2. This mostly results from electron leakage to O2 at complex 1 of the electron transport chain under conditions of strong negative inner mitochondrial membrane potential (&#916;&#968;m), i.e., mitochondrial hyperpolarization. On the other hand, mitochondrial depolarization has also been correlated with increased ROS production pointing to multiple modes of action3,4,5,6,7,8. Furthermore, through redox modifications in proteins of the fission-fusion machinery, ROS co-regulate mitochondrial morphology9.For example, fragmentation is correlated with increased ROS production and apoptosis10,11, while filamentous mitochondria have been linked to nutrient starvation and protection against mitophagy12. Given the intricate relationship between cellular ROS and mitochondrial morphofunction, both should ideally be quantified simultaneously in living cells. To do exactly this, a high-content imaging assay was developed based on automated widefield microscopy and image analysis of adherent cell cultures stained with the fluorescent probes CM-H2DCFDA (ROS) and TMRM (mitochondrial &#916;&#968;m and morphology). High-content imaging refers to the extraction of spatiotemporally rich (i.e., large number of descriptive features) information about cellular phenotypes using multiple complementary markers and automated image analyses. When combined with automated microscopy many samples can be screened in parallel (i.e. high-throughput), thereby increasing the statistical power of the assay. Indeed, a main asset of the protocol is that it allows for simultaneous quantification of multiple parameters in the same cell, and this for a large number of cells and conditions.
The protocol is divided into 8 parts (described in detail in the protocol below): 1) Seeding cells in a 96-well plate; 2) Preparation of stock solutions, working solutions and imaging buffer; 3) Setting up of the microscope; 4) Loading of the cells with CM-H2DCFDA and TMRM; 5) First live imaging round to measure basal ROS levels and mitochondrial morphofunction; 6) Second live imaging round after addition of tert-butyl peroxide (TBHP) to measure induced ROS levels; 7) Automated image analysis; 8) Data Analysis, Quality Control and Visualization.
The assay was originally developed for normal human dermal fibroblasts (NHDF). Since these cells are large and flat, they are well suited for assessing mitochondrial morphology in 2D widefield images13,14. However, with minor modifications, this method is applicable to other adherent cell types. Moreover, next to the combination of CM-H2DCFDA and TMRM, the workflow complies with a variety of fluorescent dye pairs with different molecular specificities1,15.

<table border="1" fo:keep-together.within-page="1" fo:keep-with-next.within-page="always">
	<tbody>
		<tr>
			<td>Reagents</td>
			<td></td>
			<td></td>
			<td></td>
		</tr>
		<tr>
			<td>Tetramethylrhodamine, Methyl Ester, Perchlorate (TMRM)</td>
			<td>ThermoFisher Scientific</td>
			<td>T668</td>
			<td></td>
		</tr>
		<tr>
			<td>CM-H2DCFDA (General Oxidative Stress Indicator)</td>
			<td>ThermoFisher Scientific</td>
			<td>C6827</td>
			<td></td>
		</tr>
		<tr>
			<td>Dimethyl sulfoxide</td>
			<td>Sigma)Aldrich</td>
			<td>D8418</td>
			<td></td>
		</tr>
		<tr>
			<td>MatriPlate 96-Well Glass Bottom MicroWell Plate 630 &#181;L-Black 0.17 mm Low Glass Lidded</td>
			<td>Brooks life science systems</td>
			<td>MGB096-1-2-LG-L</td>
			<td></td>
		</tr>
		<tr>
			<td>HBSS w/o Phenol Red 500 ml</td>
			<td>Lonza</td>
			<td>BE10-527F</td>
			<td></td>
		</tr>
		<tr>
			<td>DMEM high glucose with L-glutamine</td>
			<td>Lonza</td>
			<td>BE12-604F</td>
			<td></td>
		</tr>
		<tr>
			<td>Phosphate Bufered Saline (PBS) w/o Ca and Mg</td>
			<td>Lonza</td>
			<td>BE17-516F</td>
			<td></td>
		</tr>
		<tr>
			<td>HEPES 1M 500mL</td>
			<td>Lonza</td>
			<td>17-737F</td>
			<td></td>
		</tr>
		<tr>
			<td>Trypsin-Versene (EDTA) Solution</td>
			<td>Lonza</td>
			<td>BE17-161E</td>
			<td></td>
		</tr>
		<tr>
			<td>Cy3 AffiniPure F(ab&#39;)&#8322; Fragment Donkey Anti-Rabbit IgG (H+L)</td>
			<td>Jackson</td>
			<td>711-166-152</td>
			<td>Antibody used for acquiring flat-field image</td>
		</tr>
		<tr>
			<td>Alexa Fluor 488 AffiniPure F(ab&#39;)&#8322; Fragment Donkey Anti-Rabbit IgG (H+L)</td>
			<td>Jackson</td>
			<td>711-546-152</td>
			<td>Antibody used for acquiring flat-field image</td>
		</tr>
		<tr>
			<td>Name</td>
			<td>Company</td>
			<td>Catalog Number</td>
			<td>Comments</td>
		</tr>
		<tr>
			<td>Equipment</td>
			<td></td>
			<td></td>
			<td></td>
		</tr>
		<tr>
			<td>Nikon Ti eclipse widefield microscope</td>
			<td>Nikon</td>
			<td></td>
			<td></td>
		</tr>
		<tr>
			<td>Perfect Focus System (PFS)</td>
			<td>Nikon</td>
			<td></td>
			<td>hardware-based autofocus system</td>
		</tr>
		<tr>
			<td>CFI Plan Apo Lambda 20x objective</td>
			<td>Nikon</td>
			<td></td>
			<td></td>
		</tr>
		<tr>
			<td>Name</td>
			<td>Company</td>
			<td>Catalog Number</td>
			<td>Comments</td>
		</tr>
		<tr>
			<td>Software</td>
			<td></td>
			<td></td>
			<td></td>
		</tr>
		<tr>
			<td>NIS Elelements Advanced Research 4.5 with JOBS module</td>
			<td>Nikon</td>
			<td></td>
			<td>This software is used to steer the microscope and program/perform the automatic image acquisition prototocol</td>
		</tr>
		<tr>
			<td>ImageJ (FIJI) Version 2.0.0-rc-43/1.50g</td>
			<td></td>
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cellular redox profiling using high-content microscopy

Reactive oxygen species (ROS) regulate essential cellular processes including gene expression, migration, differentiation and proliferation. However, excessive ROS levels induce a state of oxidative stress, which is accompanied by irreversible oxidative damage to DNA, lipids and proteins. Thus, quantification of ROS provides a direct proxy for cellular health condition. Since mitochondria are among the major cellular sources and targets of ROS, joint analysis of mitochondrial function and ROS production in the same cells is crucial for better understanding the interconnection in pathophysiological conditions. Therefore, a high-content microscopy-based strategy was developed for simultaneous quantification of intracellular ROS levels, mitochondrial membrane potential (&#916;&#936;m) and mitochondrial morphology. It is based on automated widefield fluorescence microscopy and image analysis of living adherent cells, grown in multi-well plates, and stained with the cell-permeable fluorescent reporter molecules CM-H2DCFDA (ROS) and TMRM (&#916;&#936;m and mitochondrial morphology). In contrast with fluorimetry or flow-cytometry, this strategy allows quantification of subcellular parameters at the level of the individual cell with high spatiotemporal resolution, both before and after experimental stimulation. Importantly, the image-based nature of the method allows extracting morphological parameters in addition to signal intensities. The combined feature set is used for explorative and statistical multivariate data analysis to detect differences between subpopulations, cell types and/or treatments. Here, a detailed description of the assay is provided, along with an example experiment that proves its potential for unambiguous discrimination between cellular states after chemical perturbation.

The assay has been benchmarked using several control experiments, the results of which are described in Sieprath et al.1. In brief, the fluorescence response of CM-H2DCFDA and TMRM to extraneously induced changes in intracellular ROS and &#916;&#968;m, respectively has been quantified to determine the dynamic range. For CM-H2DCFDA, NHDF showed a linear increase in fluorescence signal when treated with increasing concentrati...

Watch this Scientific Journal Video about Cellular Redox Profiling Using High-content Microscopy at JoVE.com

Cellular Redox Profiling Using High-content Microscopy

This paper presents a high-content microscopy workflow for simultaneous quantification of intracellular ROS levels, as well as mitochondrial membrane potential and morphology &#8211; jointly referred to as mitochondrial morphofunction &#8211; in living adherent cells using the cell-permeant fluorescent reporter molecules 5-(and-6)-chloromethyl-2&#39;,7&#39;-dichlorodihydrofluorescein diacetate, acetyl ester (CM-H2DCFDA) and tetramethylrhodamine methylester (TMRM).

Reactive oxygen species (ROS) regulate essential cellular processes including gene expression, migration, differentiation and proliferation. However, ...

The overall goal of this high-content microscopy-based method is to simultaneously quantify mitochondrial morphofunction and cellular levels of reactive oxygen species so as to establish a robust redox fingerprint for cell lines exposed to different experimental perturbations. This method can help answer key questions in redox biology such as whether pathogenic conditions or compound treatments elicit oxidative stress, and to what extent mitochondrial form and function are affected. The main advantage of this technique is that all parameters can be measured within the same cell at the same time.To start the procedure, seed eight to 10, 000 human dermal fibroblasts in 60 inner wells of a black 96 well plate with a thin continuous polystyrene or glass bottom. When using different conditions, treatments, or cell lines, distribute their seeding locations homogeneously on the plate to minimize the plate effects. Then, seed a further eight to 10, 000 cells in well B01 to be used for focus adjustment.Subsequently, fill the empty outer wells with medium to minimize the gradients between the wells and the environment. Gently tap the plate three times before placing it back into the incubator to avoid the cells from growing in patches. Culture the cells for 24 hours, or until they reach 70%confluency.Afterward, save the treatment information for the experiment into a spreadsheet called setup. To set up the microscope, first calibrate the XY stage using the software. Next, create an imaging protocol for a multi well plate using the acquisition software.This protocol allows automatic acquisition of set positions and selected wells of a 96 well plate. Now, select the correct type of multi well plate from a list of available plates provided within the software. Alternatively, define the multi well plate format using the plate and well dimensions.Then, align the well plate by defining two corners of the four outer corner wells. Following that, select the wells that need to be acquired, and define an acquisition protocol consisting of a sequential wavelength acquisition. Make sure the GFP channel is set first.Then, define a well plate loop to acquire four regularly spaced no overlapping images positioned around the center of each selected well using the defined acquisition protocol. In this step, prepare the staining solution for 60 wells by adding CM-H2DCFDA and TMRM stock solution to HBSS HEPES buffer. Next, discard the culture medium from the cells by turning the plate upside down in a single fluid motion.Gently wash the cells twice with HH buffer. Don't forget well A01 with the cells used for focus adjustment. Discard the HH buffer in between the washing steps.Then, load the cells with CM-H2DCFDA and TMRM by adding 100 microliters of the staining solution to each well. Again, don't forget well A01. Incubate the cells for 25 minutes in the dark at room temperature.After 25 minutes, wash the cells twice with 100 microliters of HH buffer and add 100 microliters of HH buffer to all 60 inner wells. To perform the actual measurement, install the plate on the microscope. Then, turn on the hardware based autofocus system and adjust the autofocus offset using well B01 and the TMRM channel until you have a sharp image.Subsequently, run the imaging protocol. The resulting image data set will provide information on basal ROS levels, mitochondrial membrane potential, and mitochondrial morphology. Next, to measure the induced ROS levels, carefully remove the 96 well plate from the microscope.Add 100 microliters of TBHP solution at 40 micromolar to each well and wait at least three minutes to allow complete reaction of the TBHP with the CM-H2DCFDA. During this time, add 100 microliters of the antibody working solution to well A01. Now, mount the plate back on the microscope and check the focus again using well B01.Then, acquire the same positions as in the first imaging round using the same imaging protocol. The resulting image data set will provide information on the induced ROS levels. Next, acquire flat field images in well A01.Make sure the signals are well within the dynamic range. By adjusting the acquisition settings. Afterward, export the acquired data sets in a single folder as individual TIFF files using standardized nomenclature.That includes reference to the plate, pre or post TBHP treatment, well, field, and channel separated by underscores. Also, save the flat field images in the same folder as individual TIFF files using the standardized nomenclature. In this step, open the image processing software and install redox metrics macroset.Then, open the setup interface to set the analysis settings by clicking on the S button. Select the image type, the number of channels, and the well that was used for acquiring the flat field images. After that, indicate which channel contains cells or mitochondria.Check the background and enhance checkboxes to perform background subtraction and contrast limited adaptive histogram equalization respectively. Next, define a sigma for gaussian and blurring of the cells and laplacian enhancement of mitochondria. Select an automatic thresholding algorithm and fill in the size exclusion limits.Then, test the segmentation settings on a few selected images of the acquired data sets by opening them and clicking the C or M buttons in the menu for cell or mitochondria segmentation respectively. Following that, from the batch analysis on the folder of interest by clicking on the hash button and selecting the folder with the images. Verify the settings and press okay.After the batch analysis, visually verify the segmentation performance on a verification stack by clicking on the V button and selecting the folder with images. Go through the verification stack to confirm if segmentation was successful. Initial analysis of the extracted data is done automatically with a complimentary Shiny application.This allows rapid interpretation of the results. To start, open the application in R Studio. Choose to run it in an external browser.On the input page, select the directory where the result files are located. Make sure the setup file is also present in this directory. The result files and setup information are automatically imported, compiled, and visualized.The experimental setup page shows the layout of the experiment. The next page displays ROS levels as well as several mitochondrial parameters for each plate separately. Select the plate that you want to visualize using the dropdown menu.Data is shown in a multi well plate format, as well as in box plots with outliers labeled with well and image number. The results whole experiment page shows the normalized results from all plates combined, together with a basic statistical analysis. If a drop file is supplied through the input page, the specified data points will be excluded.On the cluster analysis page, a sensitive redox profile is composed using a principal component and analysis on data from five parameters. Finally, the download data page allows saving of the processed and rearranged data for further use. Shown here are the results from an experiment in which human dermal fibroblasts were treated with the HIV protease inhibitor Saquinavir.Using the described protocol, a significant increase was detected for both basal and induced ROS levels. As compared to the control cells, treated with DMSO. Saquinavir also significantly affected mitochondrial morphofunction.The mitochondrial membrane potential measured as the average TMRM signal per mitochondrial pixel significantly increased. In addition, mitochondria acquired a highly fragmented pattern, quantitatively indicated by a higher circularity and smaller average size of individual mitochondria. When combining the aforementioned parameters using principle component analysis, both the control and Saquinavir conditions could be clearly separated from each other by their redox fingerprints.While attempting this procedure, it's important to remember that the illumination itself causes oxidated stress. Therefore, exposure conditions should be minimized and kept constant throughout the experiment. Once mastered, up to 20 96 well plates can be stained and acquired in one day.Following the second imaging round, the cells can be fixed and used for a downstream immunofluorescent staining. This increases the number of measured parameters on the exact same cells, and allows answering additional questions. After watching this video, you should be able to perform the combined measurements of ROS and mitochondrial morphofunction in adherent cell cultures using high-content microscopy.

cellular-redox-profiling-using-high-content-microscopy

Research

JoVE Journal

Biology

A Neuronal and Astrocyte Co-Culture Assay for High Content Analysis of Neurotoxicity

High Content Analysis (HCA) assays combine cells and detection reagents with automated imaging and powerful image analysis algorithms, allowing measurement of multiple cellular phenotypes within a single assay. In this study, we utilized HCA to develop a novel assay for neurotoxicity. Neurotoxicity assessment represents an important part of drug safety evaluation, as well as being a significant focus of environmental protection efforts. Additionally, neurotoxicity is also a well-accepted in vitro marker of the development of neurodegenerative diseases such as Alzheimer's and Parkinson's diseases. Recently, the application of HCA to neuronal screening has been reported. By labeling neuronal cells with &beta;III-tubulin, HCA assays can provide high-throughput, non-subjective, quantitative measurements of parameters such as neuronal number, neurite count and neurite length, all of which can indicate neurotoxic effects. However, the role of astrocytes remains unexplored in these models. Astrocytes have an integral role in the maintenance of central nervous system (CNS) homeostasis, and are associated with both neuroprotection and neurodegradation when they are activated in response to toxic substances or disease states. GFAP is an intermediate filament protein expressed predominantly in the astrocytes of the CNS. Astrocytic activation (gliosis) leads to the upregulation of GFAP, commonly accompanied by astrocyte proliferation and hypertrophy. This process of reactive gliosis has been proposed as an early marker of damage to the nervous system. The traditional method for GFAP quantitation is by immunoassay. This approach is limited by an inability to provide information on cellular localization, morphology and cell number. We determined that HCA could be used to overcome these limitations and to simultaneously measure multiple features associated with gliosis - changes in GFAP expression, astrocyte hypertrophy, and astrocyte proliferation - within a single assay. In co-culture studies, astrocytes have been shown to protect neurons against several types of toxic insult and to critically influence neuronal survival. Recent studies have suggested that the use of astrocytes in an in vitro neurotoxicity test system may prove more relevant to human CNS structure and function than neuronal cells alone. Accordingly, we have developed an HCA assay for co-culture of neurons and astrocytes, comprised of protocols and validated, target-specific detection reagents for profiling &beta;III-tubulin and glial fibrillary acidic protein (GFAP). This assay enables simultaneous analysis of neurotoxicity, neurite outgrowth, gliosis, neuronal and astrocytic morphology and neuronal and astrocytic development in a wide variety of cellular models, representing a novel, non-subjective, high-throughput assay for neurotoxicity assessment. The assay holds great potential for enhanced detection of neurotoxicity and improved productivity in neuroscience research and drug discovery.

This article describes a novel protocol and reagent set designed for sensitive measurement of neurotoxic effects of compounds and treatments on co-cultures of neurons and astrocytes using high content analysis. Results demonstrate that high content analysis represents an exciting novel technology for neurotoxicity assessment.

High Content Analysis (HCA) assays combine cells and detection reagents with automated imaging and powerful image analysis algorithms, allowing ...

Imaging Exocytosis in Retinal Bipolar Cells with TIRF Microscopy

Total internal reflectance fluorescence (TIRF) microscopy is a technique that allows the study of events happening at the cell membrane, by selective imaging of fluorescent molecules that are closest to a high refractive index substance such as glass1. In this article, we apply this technique to image exocytosis of synaptic vesicles in retinal bipolar cells isolated from the goldfish retina. These neurons are very suitable for this kind of study due to their large axon terminals. By simultaneously patch clamping the bipolar cells, it is possible to investigate the relationship between pre-synaptic voltage and synaptic release2,3. Synaptic vesicles inside the bipolar cell terminals are loaded with a fluorescent dye (FM 1-43&reg;) by co-puffing the dye and a ringer solution containing a high K+ concentration onto the synaptic terminals. This depolarizes the cells and stimulates endocytosis and consequent dye uptake into the glutamatergic vesicles. After washing the excess dye away for around 30 minutes, cells are ready for being patch clamped and imaged simultaneously with a 488 nm laser. The patch pipette solution contains a rhodamine-based peptide that binds selectively to the synaptic ribbon protein RIBEYE4, thereby labeling ribbons specifically when terminals are imaged with a 561 nm laser. This allows the precise localization of active zones and the separation of synaptic from extra-synaptic events.

In this video, we demonstrate how to label and visualize single synaptic vesicle exocytosis and trafficking in goldfish retinal bipolar cells using total internal reflectance fluorescence (TIRF) microscopy.

Total internal reflectance fluorescence (TIRF) microscopy is a technique that allows the study of events happening at the cell membrane, by selective ...

Profiling Thiol Redox Proteome Using Isotope Tagging Mass Spectrometry

Pseudomonas syringae pv. tomato strain DC3000 not only causes bacterial speck disease in Solanum lycopersicum but also on Brassica species, as well as on Arabidopsis thaliana, a genetically tractable host plant1,2. The accumulation of reactive oxygen species (ROS) in cotyledons inoculated with DC3000 indicates a role of ROS in modulating necrotic cell death during bacterial speck disease of tomato3. Hydrogen peroxide, a component of ROS, is produced after inoculation of tomato plants with Pseudomonas3. Hydrogen peroxide can be detected using a histochemical stain 3'-3' diaminobenzidine (DAB)4. DAB staining reacts with hydrogen peroxide to produce a brown stain on the leaf tissue4. ROS has a regulatory role of the cellular redox environment, which can change the redox status of certain proteins5. Cysteine is an important amino acid sensitive to redox changes. Under mild oxidation, reversible oxidation of cysteine sulfhydryl groups serves as redox sensors and signal transducers that regulate a variety of physiological processes6,7. Tandem mass tag (TMT) reagents enable concurrent identification and multiplexed quantitation of proteins in different samples using tandem mass spectrometry8,9. The cysteine-reactive TMT (cysTMT) reagents enable selective labeling and relative quantitation of cysteine-containing peptides from up to six biological samples. Each isobaric cysTMT tag has the same nominal parent mass and is composed of a sulfhydryl-reactive group, a MS-neutral spacer arm and an MS/MS reporter10. After labeling, the samples were subject to protease digestion. The cysteine-labeled peptides were enriched using a resin containing anti-TMT antibody. During MS/MS analysis, a series of reporter ions (i.e., 126-131 Da) emerge in the low mass region, providing information on relative quantitation. The workflow is effective for reducing sample complexity, improving dynamic range and studying cysteine modifications. Here we present redox proteomic analysis of the Pst DC3000 treated tomato (Rio Grande) leaves using cysTMT technology. This high-throughput method has the potential to be applied to studying other redox-regulated physiological processes.

Reactive oxygen species level is elevated when cells encounter stress conditions. Here we show the example of 3'-3' diaminobenzidine staining as well as cysTMT labeling and mass spectrometry to profile the redox proteome in Pseudomonas syringae treated tomato leaves.

Pseudomonas syringae pv. tomato strain DC3000 not only causes bacterial speck disease in Solanum lycopersicum but also on Brassica species, as well as on ...

Glycan Profiling of Plant Cell Wall Polymers using Microarrays

Plant cell walls are complex matrixes of heterogeneous glycans which play an important role in the physiology and development of plants and provide the raw materials for human societies (e.g. wood, paper, textile and biofuel industries)1,2. However, understanding the biosynthesis and function of these components remains challenging.
Cell wall glycans are chemically and conformationally diverse due to the complexity of their building blocks, the glycosyl residues. These form linkages at multiple positions and differ in ring structure, isomeric or anomeric configuration, and in addition, are substituted with an array of non-sugar residues. Glycan composition varies in different cell and/or tissue types or even sub-domains of a single cell wall3. Furthermore, their composition is also modified during development1, or in response to environmental cues4.
In excess of 2,000 genes have Plant cell walls are complex matrixes of heterogeneous glycans been predicted to be involved in cell wall glycan biosynthesis and modification in Arabidopsis5. However, relatively few of the biosynthetic genes have been functionally characterized 4,5. Reverse genetics approaches are difficult because the genes are often differentially expressed, often at low levels, between cell types6. Also, mutant studies are often hindered by gene redundancy or compensatory mechanisms to ensure appropriate cell wall function is maintained7. Thus novel approaches are needed to rapidly characterise the diverse range of glycan structures and to facilitate functional genomics approaches to understanding cell wall biosynthesis and modification.
Monoclonal antibodies (mAbs)8,9 have emerged as an important tool for determining glycan structure and distribution in plants. These recognise distinct epitopes present within major classes of plant cell wall glycans, including pectins, xyloglucans, xylans, mannans, glucans and arabinogalactans. Recently their use has been extended to large-scale screening experiments to determine the relative abundance of glycans in a broad range of plant and tissue types simultaneously9,10,11.
Here we present a microarray-based glycan screening method called Comprehensive Microarray Polymer Profiling (CoMPP) (Figures 1 &amp; 2)10,11 that enables multiple samples (100 sec) to be screened using a miniaturised microarray platform with reduced reagent and sample volumes. The spot signals on the microarray can be formally quantified to give semi-quantitative data about glycan epitope occurrence. This approach is well suited to tracking glycan changes in complex biological systems12 and providing a global overview of cell wall composition particularly when prior knowledge of this is unavailable.

A technique called Comprehensive Microarray Polymer Profiling (CoMPP) for the characterisation of plant cell wall glycans is described. This method combines the specificity of monoclonal antibodies directed to defined glycan-epitopes with a miniature microarray analytical platform allowing screening of glycan occurrence in a broad range of biological contexts.

Plant cell walls are complex matrixes of heterogeneous glycans which play an important role in the physiology and development of plants and provide the ...

A High-content Imaging Workflow to Study Grb2 Signaling Complexes by Expression Cloning

Signal transduction by growth factor receptors is essential for cells to maintain proliferation and differentiation and requires tight control. Signal transduction is initiated by binding of an external ligand to a transmembrane receptor and activation of downstream signaling cascades. A key regulator of mitogenic signaling is Grb2, a modular protein composed of an internal SH2 (Src Homology 2) domain flanked by two SH3 domains that lacks enzymatic activity. Grb2 is constitutively associated with the GTPase Son-Of-Sevenless (SOS) via its N-terminal SH3 domain. The SH2 domain of Grb2 binds to growth factor receptors at phosphorylated tyrosine residues thus coupling receptor activation to the SOS-Ras-MAP kinase signaling cascade. In addition, other roles for Grb2 as a positive or negative regulator of signaling and receptor endocytosis have been described. The modular composition of Grb2 suggests that it can dock to a variety of receptors and transduce signals along a multitude of different pathways1-3.
	Described here is a simple microscopy assay that monitors recruitment of Grb2 to the plasma membrane. It is adapted from an assay that measures changes in sub-cellular localization of green-fluorescent protein (GFP)-tagged Grb2 in response to a stimulus4-6. Plasma membrane receptors that bind Grb2 such as activated Epidermal Growth Factor Receptor (EGFR) recruit GFP-Grb2 to the plasma membrane upon cDNA expression and subsequently relocate to endosomal compartments in the cell. In order to identify in vivo protein complexes of Grb2, this technique can be used to perform a genome-wide high-content screen based on changes in Grb2 sub-cellular localization. The preparation of cDNA expression clones, transfection and image acquisition are described in detail below. Compared to other genomic methods used to identify protein interaction partners, such as yeast-two-hybrid, this technique allows the visualization of protein complexes in mammalian cells at the sub-cellular site of interaction by a simple microscopy-based assay. Hence both qualitative features, such as patterns of localization can be assessed, as well as the quantitative strength of the interaction.

A high-content screening method for the identification of novel signaling competent transmembrane receptors is described. This method is amenable to large-scale automation and allows predictions about in vivo protein binding and the sub-cellular localization of protein complexes in mammalian cells.

Signal  transduction by growth factor receptors is essential for cells to maintain  proliferation and differentiation and requires tight control. Signal  ...

In vivo Clonal Tracking of Hematopoietic Stem and Progenitor Cells Marked by Five Fluorescent Proteins using Confocal and Multiphoton Microscopy

We developed and validated a fluorescent marking methodology for clonal tracking of hematopoietic stem and progenitor cells (HSPCs) with high spatial and temporal resolution to study in vivo hematopoiesis using the murine bone marrow transplant experimental model. Genetic combinatorial marking using lentiviral vectors encoding fluorescent proteins (FPs) enabled cell fate mapping through advanced microscopy imaging. Vectors encoding five different FPs: Cerulean, EGFP, Venus, tdTomato, and mCherry were used to concurrently transduce HSPCs, creating a diverse palette of color marked cells. Imaging using confocal/two-photon hybrid microscopy enables simultaneous high resolution assessment of uniquely marked cells and their progeny in conjunction with structural components of the tissues. Volumetric analyses over large areas reveal that spectrally coded HSPC-derived cells can be detected non-invasively in various intact tissues, including the bone marrow (BM), for extensive periods of time following transplantation. Live studies combining video-rate multiphoton and confocal time-lapse imaging in 4D demonstrate the possibility of dynamic cellular and clonal tracking in a quantitative manner.

In vivo Clonal Tracking of Hematopoietic Stem and Progenitor Cells Marked by Five Fluorescent Proteins using Confocal and Multiphoton Microscopy

Combinatorial 5 fluorescent proteins marking of hematopoietic stem and progenitor cells allows in vivo clonal tracking via confocal and two-photon microscopy, providing insights into bone marrow hematopoietic architecture during regeneration. This method allows non-invasive fate mapping of spectrally-coded HSPCs-derived cells in intact tissues for extensive periods of time following transplantation.

We developed and validated a fluorescent marking methodology for clonal tracking of hematopoietic stem and progenitor cells (HSPCs) with high spatial and ...

Tandem High-pressure Freezing and Quick Freeze Substitution of Plant Tissues for Transmission Electron Microscopy

Since the 1940s transmission electron microscopy (TEM) has been providing biologists with ultra-high resolution images of biological materials. Yet, because of laborious and time-consuming protocols that also demand experience in preparation of artifact-free samples, TEM is not considered a user-friendly technique. Traditional sample preparation for TEM used chemical fixatives to preserve cellular structures. High-pressure freezing is the cryofixation of biological samples under high pressures to produce very fast cooling rates, thereby restricting ice formation, which is detrimental to the integrity of cellular ultrastructure. High-pressure freezing and freeze substitution are currently the methods of choice for producing the highest quality morphology in resin sections for TEM. These methods minimize the artifacts normally associated with conventional processing for TEM of thin sections. After cryofixation the frozen water in the sample is replaced with liquid organic solvent at low temperatures, a process called freeze substitution. Freeze substitution is typically carried out over several days in dedicated, costly equipment. A recent innovation allows the process to be completed in three hours, instead of the usual two days. This is typically followed by several more days of sample preparation that includes infiltration and embedding in epoxy resins before sectioning. Here we present a protocol combining high-pressure freezing and quick freeze substitution that enables plant sample fixation to be accomplished within hours. The protocol can readily be adapted for working with other tissues or organisms. Plant tissues are of special concern because of the presence of aerated spaces and water-filled vacuoles that impede ice-free freezing of water. In addition, the process of chemical fixation is especially long in plants due to cell walls impeding the penetration of the chemicals to deep within the tissues. Plant tissues are therefore particularly challenging, but this protocol is reliable and produces samples of the highest quality.

Obtaining high-quality transmission electron microscopy images is challenging, especially in the case of plant cells, which have abundant large water-filled vacuoles and aerated spaces. Tandem high-pressure freezing and quick freeze substitution greatly reduce preparation time of plant samples for TEM while producing samples with excellent ultrastructural preservation.

Since the 1940s transmission electron microscopy (TEM) has been providing biologists with ultra-high resolution images of biological materials. Yet, ...

Workflow for High-content, Individual Cell Quantification of Fluorescent Markers from Universal Microscope Data, Supported by Open Source Software

Advances in understanding the control mechanisms governing the behavior of cells in adherent mammalian tissue culture models are becoming increasingly dependent on modes of single-cell analysis. Methods which deliver composite data reflecting the mean values of biomarkers from cell populations risk losing subpopulation dynamics that reflect the heterogeneity of the studied biological system. In keeping with this, traditional approaches are being replaced by, or supported with, more sophisticated forms of cellular assay developed to allow assessment by high-content microscopy. These assays potentially generate large numbers of images of fluorescent biomarkers, which enabled by accompanying proprietary software packages, allows for multi-parametric measurements per cell. However, the relatively high capital costs and overspecialization of many of these devices have prevented their accessibility to many investigators.
Described here is a universally applicable workflow for the quantification of multiple fluorescent marker intensities from specific subcellular regions of individual cells suitable for use with images from most fluorescent microscopes. Key to this workflow is the implementation of the freely available Cell Profiler software1&#160;to distinguish individual cells in these images, segment them into defined subcellular regions and deliver fluorescence marker intensity values specific to these regions. The extraction of individual cell intensity values from image data is the central purpose of this workflow and will be illustrated with the analysis of control data from a siRNA screen for G1 checkpoint regulators in adherent human cells. However, the workflow presented here can be applied to analysis of data from other means of cell perturbation (e.g., compound screens) and other forms of fluorescence based cellular markers and thus should be useful for a wide range of laboratories.

Presented is a flexible informatics workflow enabling multiplexed image-based analysis of fluorescently labeled cells. The workflow quantifies nuclear and cytoplasmic markers and computes marker translocation between these compartments. Procedures are provided for perturbation of cells using siRNA and reliable methodology for marker detection by indirect immunofluorescence in 96-well formats.

Advances in understanding the control mechanisms governing the behavior of cells in adherent mammalian tissue culture models are becoming increasingly ...

High Content Screening Analysis to Evaluate the Toxicological Effects of Harmful and Potentially Harmful Constituents (HPHC)

Cigarette smoke (CS) is a major risk factor for cardiovascular and lung diseases. Because CS is a complex aerosol containing more than 7,000 chemicals1 it is challenging to assess the contributions of individual constituents to its overall toxicity. Toxicological profiles of individual constituents as well as mixtures can be however established in vitro, by applying high through-put screening tools, which enable the profiling of Harmful and Potentially Harmful Constituents (HPHCs) of tobacco smoke, as defined by the U.S. Food and Drug Administration (FDA).2
For an initial assessment, an impedance-based instrument was used for a real-time, label-free assessment of the compound&#39;s toxicity. The instrument readout relies on cell adhesion, viability and morphology that all together provide an overview of the cell status. A dimensionless parameter, named cell index, is used for quantification. A set of different staining protocols was developed for a fluorescence imaging-based investigation and a HCS platform was used to gain more in-depth information on the kind of cytotoxicity elicited by each HPHC.
Of the 15 constituents tested, only five were selected for HCS-based analysis as they registered a computable LD50 (&#60; 20 mM). These included 1-aminonaphtalene, Arsenic (V), Chromium (VI), Crotonaldehyde and Phenol. Based on their effect in the HCS, 1-aminonaphtalene and Phenol could be identified to induce mitochondrial dysfunction, and, together with Chromium (VI) as genotoxic based on the increased histone H2AX phosphorylation. Crotonaldehyde was identified as an oxidative stress inducer and Arsenic as a stress kinase pathway activator.
This study demonstrates that a combination of impedance-based and HCS technologies provides a robust tool for in vitro assessment of CS constituents.

High Content Screening Analysis to Evaluate the Toxicological Effects of Harmful and Potentially Harmful Constituents HPHC

The objective of the study was to assess the biological impact of 15 cigarette smoke constituents using a combination of an impedance-based real time cell analyzer and a high-content screening (HCS)-based platform for toxicological assessment in vitro. This study provides information on effective doses, toxicity and modes of action of the tested compounds.

Cigarette smoke (CS) is a major risk factor for cardiovascular and lung diseases. Because CS is a complex aerosol containing more than 7,000 chemicals1 it ...

Open Source High Content Analysis Utilizing Automated Fluorescence Lifetime Imaging Microscopy

We present an open source high content analysis instrument utilizing automated fluorescence lifetime imaging (FLIM) for assaying protein interactions using F&#246;rster resonance energy transfer (FRET) based readouts of fixed or live cells in multiwell plates. This provides a means to screen for cell signaling processes read out using intramolecular FRET biosensors or intermolecular FRET of protein interactions such as oligomerization or heterodimerization, which can be used to identify binding partners. We describe here the functionality of this automated multiwell plate FLIM instrumentation and present exemplar data from our studies of HIV Gag protein oligomerization and a time course of a FRET biosensor in live cells. A detailed description of the practical implementation is then provided with reference to a list of hardware components and a description of the open source data acquisition software written in &#181;Manager. The application of FLIMfit, an open source MATLAB-based client for the OMERO platform, to analyze arrays of multiwell plate FLIM data is also presented. The protocols for imaging fixed and live cells are outlined and a demonstration of an automated multiwell plate FLIM experiment using cells expressing fluorescent protein-based FRET constructs is presented. This is complemented by a walk-through of the data analysis for this specific FLIM FRET data set.

We present an open source high content analysis (HCA) instrument utilizing automated fluorescence lifetime imaging (FLIM) for assaying protein interactions using F&#246;rster resonance energy transfer (FRET) based readouts. Data acquisition for this openFLIM-HCA instrument is controlled by software written in &#181;Manager and data analysis is undertaken in FLIMfit.

We present an open source high content analysis instrument utilizing automated fluorescence lifetime imaging (FLIM) for assaying protein interactions ...