The authors would like to acknowledge Dr. Kees Jalink (The Netherlands Cancer Institute and van Leeuwenhoek Center for Advanced Microscopy, Amsterdam, the Netherlands) for providing us with the H188 cAMP FRET biosensor and Kenny Trinh (College of Engineering, University of South Alabama) for technical help in reducing the time taken to run our custom developed programming scripts.
The authors would like to acknowledge the funding sources: American Heart Association (16PRE27130004), National Science Foundation; (1725937) NIH, S100D020149, S10RR027535, R01HL058506, P01HL066299).

This protocol follows procedures approved by the University of South Alabama Institutional Animal Care and Use Committee.
1. Cell, sample, and reagent preparation for imaging
<ol>
	<li>Isolate rat pulmonary microvascular endothelial cells (PMVECs) as described previously35. 
	NOTE: Cells were isolated and cultured by the Cell Culture Core at the University of South Alabama, Mobile, AL on 100 mm cell culture dishes.</li>
	<li>Seed isolated PMVECs on 25 mm round gl...

<ol>
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The development of FRET biosensors has allowed the measurement and visualization of cyclic nucleotide signals in single cells, and there is great promise for visualizing subcellular signaling events13,22,37,38. However, the use of FRET biosensors presents several limitations, including the low signal-to-noise characteristics of many fluorescent protein-based FRET reporters and the weak transfec...

Cyclic adenosine monophosphate (cAMP) is a second messenger involved in key cellular and physiological processes including cell division, calcium influx, gene transcription, and signal transduction. A growing body of evidence suggests the existence of cAMP compartments in the cell through which signaling specificity is achieved1,2,3,4,5,6,7. Until recently, cAMP compartmentalization was inferred based upon distinct physiological or cellular effects induced by different G-coupled receptor agonists8,9,10,11. More recently, FRET based fluorescence imaging probes have provided new approaches for the direct measurement and observation of cAMP signals in a cell12,13,14.
F&#246;rster resonance energy transfer (FRET) is a physical phenomenon in which energy transfer occurs between donor and acceptor molecules in a non-radiative fashion when the molecules are in close proximity15,16. With the development of FRET based fluorescent indicators, this physical phenomenon has been used in biological applications to study protein-protein interactions17, protein co-localization18, Ca+2 signaling19, gene expression20, cell division21 and cyclic nucleotide signaling. FRET based cAMP indicators typically consist of a cAMP binding domain, a donor fluorophore and an acceptor fluorophore22. For example, the H188 cAMP sensor12,22 used in this methodology consists of a cAMP binding domain obtained from Epac, sandwiched between Turquoise (donor) and Venus (acceptor) fluorophores. At basal conditions (unbound), Turquoise and Venus are in an orientation such that FRET occurs between the fluorophores. Upon binding of cAMP to the binding domain, a conformational change occurs such that Turquoise and Venus move apart resulting in a decrease in FRET.
FRET based imaging approaches offer a promising tool for investigating and visualizing cAMP signals within a cell. However, current FRET based microscopic imaging techniques are often only partially successful in achieving sufficient signal strength to measure FRET with subcellular spatial clarity. This is due to several factors, including the limited signal strength of many FRET reporters, the high level of precision required to accurately quantify changes in FRET efficiency, and the presence of confounding factors, such as cellular autofluorescence23,24. The result is often a FRET image that is plagued by weak SNR, making visualization of subcellular changes in FRET very difficult. In addition, investigation of spatially localized cAMP signals has been almost exclusively performed in only two spatial dimensions and the axial cAMP distribution has been rarely considered25. This is likely because low SNR impeded the ability to measure and visualize cAMP gradients in three spatial dimensions. To overcome limitations of using FRET sensors with low SNR, we have implemented hyperspectral imaging and analysis approaches to measure FRET in single cells25,26,27.
Hyperspectral imaging approaches were developed by NASA to differentiate terrestrial objects present in satellite images28,29. These techniques have since been translated to the fluorescence microscopy field30, with several commercial confocal microscope systems offering spectral detectors. In traditional (non-spectral) fluorescence imaging, the sample is excited using a band-pass filter or a laser line, and the emission is collected using a second band-pass filter, often selected to match the peak emission wavelength of the fluorophore(s). By contrast, hyperspectral imaging approaches seek to sample a complete spectral profile of either the fluorescence emission26,31,32 or excitation33,34 at specific wavelength intervals. In our previous studies, we showed that hyperspectral imaging and analysis approaches can offer improved quantification of FRET signals in cells when compared to traditional filter-based FRET imaging techniques26. Here, we present a methodology for performing 4-dimensional (x, y, z, and &#955;) hyperspectral FRET imaging and analysis to measure and visualize cAMP distributions in three spatial dimensions. These approaches have allowed visualization of agonist-induced cAMP spatial gradients in single cells25. Interestingly, depending on the agonist, cAMP gradients may be apparent in cells. The methodology presented here utilizes spectral unmixing of non-uniform background and cellular autofluorescence to improve the accuracy of the FRET measurements. While this methodology is demonstrated in pulmonary microvascular endothelial cells (PMVECs) using a cAMP FRET biosensor, the methodology could easily be modified for use with alternative FRET reporters or alternative cell lines.

<table>
	<tbody>
		<tr>
			<td>Attofluor Cell Chamber</td>
			<td>Invitrogen</td>
			<td>A7816</td>
			<td>Attofluor contains steel cell chambers and a rubber O-ring. Cell chamber holds the coverslip and O-ring provides a lock in mechanism to hold the buffer in cell chamber with out leakage</td>
		</tr>
		<tr>
			<td>Dimethyl Sulfoxide (DMSO)</td>
			<td>Fisher Scientific</td>
			<td>BP231-100</td>
			<td>Solvent used to prepare stock solution forskolin.</td>
		</tr>
		<tr>
			<td>DRAQ5 Fluoroscent Probe Solution</td>
			<td>Thermo Scientific</td>
			<td>62252</td>
			<td>Nuclear label</td>
		</tr>
		<tr>
			<td>Dulbecco Modified Eagle Medium (DMEM)</td>
			<td>Gibco</td>
			<td>11965-092</td>
			<td>Contains nutrients and growth factors for the cells to grow and divide in the culture dishes.</td>
		</tr>
		<tr>
			<td>Fetal Bovine Serum (FBS)</td>
			<td>Sigma</td>
			<td>F6178</td>
			<td>Growth factor suppliment that is added to culture medium, DMEM</td>
		</tr>
		<tr>
			<td>Forskolin</td>
			<td>Sigma</td>
			<td>F3917</td>
			<td>Adenyly cyclase activator.</td>
		</tr>
		<tr>
			<td>H188 Cyclic AMP FRET biosensor</td>
			<td>Netherland Cancer Institute, Dr. K. Jalink</td>
			<td>Gift</td>
			<td>Plasmid encoding Turquoise (donor fluorophore), Venus (acceptor fluorophore), and binding domain obtained from Epac.</td>
		</tr>
		<tr>
			<td>Image J</td>
			<td>image.net</td>
			<td>Free download</td>
			<td>Another image processing platform used to extact spectral information and image processing.</td>
		</tr>
		<tr>
			<td>Integrating Sphere</td>
			<td>Ocean Optics</td>
			<td>FOIS-1</td>
			<td>Used to measure illumination intensity of the laser line at different laser intensities (?).</td>
		</tr>
		<tr>
			<td>Laminin Mouse Protein, Natural</td>
			<td>Invitrogen</td>
			<td>23017-015</td>
			<td>Coverslips are coated with laminin and this helps in cell attachment, growth and motility of the cell.</td>
		</tr>
		<tr>
			<td>Lipofectamine 3000 Transfection Kit</td>
			<td>Invitrogen</td>
			<td>L3000-015</td>
			<td>Transfection reagent used to transfect cells with H188 FRET biosensor</td>
		</tr>
		<tr>
			<td>MATLAB</td>
			<td>Mathworks</td>
			<td>R2019a</td>
			<td>Image processing operations (linear unmixing and FRET efficiency calculations) are performed by writing custom programs in MATLAB programming environment</td>
		</tr>
		<tr>
			<td>Nikon A1R confocal microscope</td>
			<td>Nikon Instruments</td>
			<td>Nikon A1R</td>
			<td>Spectral image acquisition is performed using confocal microscope.</td>
		</tr>
		<tr>
			<td>Nikon Elements Software</td>
			<td>Nikon Instruments</td>
			<td>Software dongle</td>
			<td>used to export and handle nd2 image files (multidimensional image files) that are aquired using Nikon A1R</td>
		</tr>
		<tr>
			<td>NIST-Traceable Calibration Lamp</td>
			<td>Ocean Optics</td>
			<td>LS-1-CAL-INT</td>
			<td>A lamp with a known spectrum for use as a standard</td>
		</tr>
		<tr>
			<td>PBS pH 7.4 (1X)</td>
			<td>Gibco</td>
			<td>10010-023</td>
			<td>coomonly used buffer suring cell culture</td>
		</tr>
		<tr>
			<td>Pulmonary Microvascular Endothelial Cells (PMVECs)</td>
			<td>In house - Cell culture core, Univeristy of South Alabama</td>
			<td>Isolated from Rat pulmonary microvasculature</td>
			<td>PMVECs form inner lining of a blood vessel.</td>
		</tr>
		<tr>
			<td>Penicillin-Streptomycin (10,000 U/ml)</td>
			<td>Gibco</td>
			<td>15140-122</td>
			<td>antibiotics are added to culture medum to prevent contamination of the cells.</td>
		</tr>
		<tr>
			<td>Pre-Cleaned Gold Seal Micro Slides</td>
			<td>Clay Adams</td>
			<td>3010</td>
			<td>Microscope slides used for cell fixation</td>
		</tr>
		<tr>
			<td>ProLong Diamond Antifade Mounting Media</td>
			<td>Invitrogen</td>
			<td>P36961</td>
			<td>If samples are fixed using antifade mountant, then the later protects fluoroscent dyes and chromophores from fading.</td>
		</tr>
		<tr>
			<td>Spectrometer</td>
			<td>Ocean Optics</td>
			<td>QE65000</td>
			<td>Used to measure spectral response of the light source (?)</td>
		</tr>
		<tr>
			<td>Trypsin-EDTA (0.25%)</td>
			<td>Gibco</td>
			<td>25200-056</td>
			<td>Digests the protein-protein bond between the cell and cell matrix and helps to disscociate and lift the cells during cell plating.</td>
		</tr>
		<tr>
			<td>Tyrodes Buffer</td>
			<td>Made in-house</td>
			<td>Made in-house</td>
			<td>Tyrodes buffer is used to make working solutions and to maintain cells in aqueous solution during image acquisition.</td>
		</tr>
		<tr>
			<td>6 Well Cell Culture Plate</td>
			<td>Corning</td>
			<td>3506</td>
			<td>Laminin coated coverslips are placed in 6-well culture dish (one coverlisps/well). Cells along with medium is added into each well.</td>
		</tr>
		<tr>
			<td>25 mm Round Microscope Cover Slips</td>
			<td>Fisher Scientific</td>
			<td>12545102</td>
			<td>Cells were grown on round glass coverslips</td>
		</tr>
		<tr>
			<td>60X Ojective</td>
			<td>Nikon Instruments</td>
			<td>Plan Apo VC 60X/1.2 WI &#8734;/0.15-0.18 WD 0.27</td>
			<td>water immersion and commonly used objective for cells</td>
		</tr>
	</tbody>
</table>

measurement of 3-dimensional camp distributions in living cells using 4-dimensional (x, y, z, and &lambda;) hyperspectral fret imaging and analysis

Cyclic AMP is a second messenger that is involved in a wide range of cellular and physiological activities. Several studies suggest that cAMP signals are compartmentalized, and that compartmentalization contributes to signaling specificity within the cAMP signaling pathway. The development of F&#1255;rster resonance energy transfer (FRET) based biosensors has furthered the ability to measure and visualize cAMP signals in cells. However, these measurements are often confined to two spatial dimensions, which may result in misinterpretation of data. To date, there have been only very limited measurements of cAMP signals in three spatial dimensions (x, y, and z), due to the technical limitations in using FRET sensors that inherently exhibit low signal to noise ratio (SNR). In addition, traditional filter-based imaging approaches are often ineffective for accurate measurement of cAMP signals in localized subcellular regions due to a range of factors, including spectral crosstalk, limited signal strength, and autofluorescence. To overcome these limitations and allow FRET-based biosensors to be used with multiple fluorophores, we have developed hyperspectral FRET imaging and analysis approaches that provide spectral specificity for calculating FRET efficiencies and the ability to spectrally separate FRET signals from confounding autofluorescence and/or signals from additional fluorescent labels. Here, we present the methodology for implementing hyperspectral FRET imaging as well as the need to construct an appropriate spectral library that is neither undersampled nor oversampled to perform spectral unmixing. While we present this methodology for measurement of three-dimensional cAMP distributions in pulmonary microvascular endothelial cells (PMVECs), this methodology could be used to study spatial distributions of cAMP in a range of cell types.

This protocol describes the use of hyperspectral FRET imaging and analysis approaches to measure cAMP gradients in three spatial dimensions in living cells. There are several key steps involved in generating these results, for which careful attention is required while analyzing and quantifying the data. These key steps include construction of an appropriate spectral library, background spectral unmixing, thresholding to identify cell borders, and FRET efficiency calculations. Figure 1 illust...

Watch this Scientific Journal Video about Measurement of 3-Dimensional cAMP Distributions in Living Cells using 4-Dimensional x, y, z, and Î» Hyperspectral FRET Imaging and Analysis at JoVE.com

Measurement of 3-Dimensional cAMP Distributions in Living Cells using 4-Dimensional x, y, z, and &amp;lambda; Hyperspectral FRET Imaging and Analysis

Due to inherent low signal-to-noise ratio (SNR) of F&#1255;rster resonance energy transfer (FRET) based sensors, measurement of cAMP signals has been challenging, especially in three spatial dimensions. Here, we describe a hyperspectral FRET imaging and analysis methodology that allows measurement of cAMP distribution in three spatial dimensions.

Measurement of 3-Dimensional cAMP Distributions in Living Cells using 4-Dimensional (x, y, z, and &lambda;) Hyperspectral FRET Imaging and Analysis

Cyclic AMP is a second messenger that is involved in a wide range of cellular and physiological activities. Several studies suggest that cAMP signals are ...

This protocol is significant as it provides a method for measuring and visualizing FRET or cyclic AMP signals in three spatial dimensions in individual cells. Cyclic AMP distributions may occur axially in addition to laterally and it is important to acquire FRET cyclic AMP image data in three dimensions to sample these distributions. On the day of imaging, warm Tyrodes buffer to 37 degrees Celsius in a water bath and mount a cover slip seated with the transfected cells of interest into a cell chamber.Secure the top of the chamber with a mounting gasket to prevent leaking and use a delicate task wiper to remove any excess medium or adherent cells from the bottom of the cover slip. Add 800 microliters of working buffer and four microliters of five millimolar nuclear label to the cell chamber and gently rock the chamber for five to 10 seconds. Then cover the cell chamber with aluminum foil for a 10 minute incubation at room temperature.To image the cells, select the 60X water immersion objective on a confocal microscope equipped with a spectral detector and add a drop of water to the objective. Place the loaded cell chamber onto the microscope stage and tune the filter knob to select the appropriate filter set. Select the fluorescence widefield mode and use the eyepieces to select a field of view containing cells expressing the FRET cyclic AMP sensor.Open the imaging software, select the confocal mode, and unlock the laser interlock button. Open the A1 settings menu. Check the boxes corresponding to the 405 and 561 nanometer laser lines and set these spectral detections to SD, the resolution to 10, and the channels to 32.Select the start and end wavelength values to set the wavelength range. Open the A1 Settings menu to select the binning skip icon. Select the number 15 box and click OK.Set the laser intensities to eight percent for the 405 nanometer laser and to two percent for the 561 nanometer laser.Set the detector gain to 149 and the pinhole radius to 2.4 Airy disk units. Set the scan speed to 25 spectral frames per second, and select the unidirectional scan direction. Set the count to four and the scan size to 1024 by 1024.To define the z-stack acquisition parameters, click View, Acquisition Control, and ND Acquisition, and enter the file destination and name in the pop window to save the ND file. Click the z-series box and click Live in the A1 Plus Settings window to open a live viewing window. Adjust the focus knob to focus on the cells while looking in the preview window.Adjust the focus knob on the microscope to select the top of the cell and click Top in the ND Acquisition window to set the current position as the top. Adjust the focus knob on the microscope to select the bottom of the cell and click Bottom to set the current position as the bottom. Enter one micrometer for the step size.Select Top Bottom for the z-scan direction and click run to acquire a z-stack. When the z-stack acquisition is complete, use a pipette to gently add the reagent of interest to the chamber without disturbing the cells. After 10 minutes, change the file name and acquire a second z-stack image.After imaging, create new folders with the same file names as the spectral z-stack images and open the spectral image file of interest. Click File, Import/Export, and Export ND Document. In the pop-up window, select the newly created folder, TIFF for the file type, Mono image for each channel, and keep bit depth.Click export to export the individual files to the folder and open the linear spectral unmixing software. Open the Linear Unmixing. m file and click Run.Browse and select the folder containing the exported TIFF file sequence and click OK to open the wavelength and z-slice window. Copy the file name of the first file without the z-slice and channel number from the folder and paste it into the first step of the Enter of the imagename box, enter the number of channels in the Enter the number of wavelength bands box, and the number of z-slices in the Enter the number of Z Slices box and click OK.Then in the pop-up window, browse and select the Wavelength. mat file and click Open.Browse and select the Library. mat file in the new pop-up window and click Open again to initiate the slice unmixing. To calculate the FRET efficiency, open the multiFRRCF.m programming script and enter the number of experimental trials to analyze in the How many folders to reslice box. Click OK.Browse to select the unmixed folders and click OK again. In the new pop-up window, set the scaling factor to 12.4, the threshold to 56, the X, Y, and Z frequency to five, five, and one respectively, and the smoothing algorithm to Gaussian.Then click Run to perform the FRET measurements and reslicing. To map the FRET efficiency to cyclic AMP levels, open the Mapping_FRET.Efficiency_to_cAMP_concentration. m file and click Run.Navigate to and select the first grayscale FRET image and click OK.Then open the FRET cyclic AMP images to inspect the distribution of the cyclic AMP signals in three dimensions. In these images, three-dimensional views of false colored raw hyperspectral image data acquired using confocal microscopy at baseline and 10 minutes after forskolin treatment can be observed. In this analysis, an acceptor fluorophore was completely photo destructed allowing spectral signatures of the donor and acceptor with one-to-one stoichiometry to be obtained.Non-transfected cells labeled with a nuclear dye were utilized to obtain the pure spectrum of the dye fluorophore. Combining the spectra of the donor, acceptor, and nuclear dye fluorophores allows the creation of a three component library. Here, the sources of three background spectral signatures can be observed.Although these signals are distributed non-uniformly within the sample and cannot simply be subtracted out, adding the spectral signatures of these signals to the spectral library and using linear unmixing to separate the signals provides an approach for removing these confounding signals from the donor and acceptor signals prior to calculating their FRET efficiencies. The six component spectral library can then be used to perform linear spectral unmixing for each slice in the axial image. Here, the changes in FRET efficiency and cyclic AMP levels in different XY plane slices can be observed allowing a comparison between the baseline conditions and the conditions 10 minutes after forskolin treatment.This technique could also be used to quantify the FRET efficiency of other reporters in three dimensions in both cells and tissues.

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3.8K Views.  University of South Alabama. This protocol is significant as it provides a method for measuring and visualizing FRET or cyclic AMP signals in three spatial dimensions in individual cells. Cyclic AMP distributions may occur axially in addition to laterally and it is important to acquire FRET cyclic AMP image data in three dimensions to sample these distributions. On the day of imaging, warm Tyrodes buffer to 37 degrees Celsius in a water bath and mount a cover slip seated with the transfected cells of interest into a cell...

Video: Measurement of 3-Dimensional cAMP Distributions in Living Cells using 4-Dimensional x, y, z, and &lambda; Hyperspectral FRET Imaging and Analysis