52 J.N. FEIGE ET AL.thereafter show that a simple model<strong>in</strong>g to estimatethese SBT ratios as a function of <strong>in</strong>tensity greatlyimproves the accuracy of <strong>FRET</strong> <strong>calculation</strong>.Another import<strong>an</strong>t <strong>in</strong>terest <strong>for</strong> biologists when <strong>an</strong>alyz<strong>in</strong>g<strong>FRET</strong> <strong>in</strong> liv<strong>in</strong>g cells concerns the location of the<strong>in</strong>teraction studied with<strong>in</strong> the cell or the cell population.We report here the development of <strong>an</strong> <strong>ImageJ</strong><strong>plug</strong>-<strong>in</strong>, called ‘‘<strong>Pix<strong>FRET</strong></strong>,’’ which allows one to calculate<strong>an</strong>d display <strong>FRET</strong> directly on images by per<strong>for</strong>m<strong>in</strong>ga pixel-by-pixel <strong>an</strong>alysis of images <strong>an</strong>d assist<strong>in</strong>g <strong>in</strong>the determ<strong>in</strong>ation of SBTs.The usefulness of the model<strong>in</strong>g of SBT ratios <strong>an</strong>d ofthe pix<strong>FRET</strong> <strong>plug</strong>-<strong>in</strong> is exemplified us<strong>in</strong>g the enh<strong>an</strong>cedcy<strong>an</strong> <strong>an</strong>d yellow fluorescent prote<strong>in</strong>s (ECFP <strong>an</strong>dEYFP), the <strong>FRET</strong> pair which is today the most widelyused by biologists to study <strong>in</strong>teractions of prote<strong>in</strong>s <strong>in</strong>liv<strong>in</strong>g cells, fused to each partner of a well-establishedheterodimer: the peroxisome proliferator-activatedreceptor (PPAR) <strong>an</strong>d the ret<strong>in</strong>oid X receptor (RXR)(Feige et al., 2005).MATERIALS AND METHODSPlasmid Constructs <strong>an</strong>d ReagentscDNAs encod<strong>in</strong>g mouse PPARa as well as RXRa weresubcloned after PCR amplification <strong>in</strong>to the pEYFP-N1<strong>an</strong>d pECFP-N1 plasmids (BD Biosciences Clontech,Switzerl<strong>an</strong>d) as described previously (Feige et al., 2005).The ECFP–DEVD–EYFP construct <strong>an</strong>d GI262570-FITCwere k<strong>in</strong>d gifts of Dr. J.M. Tavaré (Rehm et al., 2002)<strong>an</strong>d Dr. Peterson (DeGrazia et al., 2003), respectively.Cell Culture <strong>an</strong>d Tr<strong>an</strong>sient Tr<strong>an</strong>sfection AssaysCos-7 cells were ma<strong>in</strong>ta<strong>in</strong>ed <strong>in</strong> Dulbecco’s modifiedEagle’s medium supplemented with 10% fetal calfserum (Gibco/Invitrogen, Switzerl<strong>an</strong>d). Penicill<strong>in</strong> <strong>an</strong>dstreptomyc<strong>in</strong> (Gibco) were added to the media at 100units/ml <strong>an</strong>d 100 lg/ml, respectively.Tr<strong>an</strong>sient tr<strong>an</strong>sfection assays were per<strong>for</strong>med us<strong>in</strong>gLipofectam<strong>in</strong>e 2000 (Invitrogen, Switzerl<strong>an</strong>d). Cellswere plated <strong>in</strong> 4-well LabTek chambered coverglasses(Nunc) <strong>for</strong> microscopy studies.Confocal Imag<strong>in</strong>gLive cells grown on LabTek chambered coverglasseswere washed once with phenol red free Optimemmedium (Gibco) <strong>an</strong>d observed <strong>in</strong> the same medium.Observations were per<strong>for</strong>med at 378C on a TCS SP2AOBS confocal microscope (Leica, Germ<strong>an</strong>y) equippedwith four photomultipliers (PMTs) <strong>an</strong>d with a wholemicroscope<strong>in</strong>cubator (Life Imag<strong>in</strong>g Service, Switzerl<strong>an</strong>d).Additional experiments were per<strong>for</strong>med on <strong>an</strong>LSM510 Meta confocal microscope, us<strong>in</strong>g the Metaarray of PMTs (Zeiss, Germ<strong>an</strong>y), <strong>an</strong>d on <strong>an</strong> OlympusIX70 wide-field microscope equipped with a PolychromeII monochromator (Photonics, USA) set at420 nm, a Zeiss 488027 filter set (Ex BP 410/16 þ 489/22 – Em BP 456/17 þ 535/44) or <strong>an</strong> Olympus YFP filterset (BP535/30) <strong>an</strong>d <strong>an</strong> Imago charge-coupled device(CCD) camera (Photonics, USA). Acquisitions were per<strong>for</strong>medwith a 63X/NA 1.2 water or a 63X/NA 1.4 oilimmersion objective. Qu<strong>an</strong>tification of images was per<strong>for</strong>medus<strong>in</strong>g either the Leica Confocal Software (LCS)version 2.4 or <strong>ImageJ</strong> version 1.33.For <strong>FRET</strong> experiments, tr<strong>an</strong>sfections were per<strong>for</strong>medas described above <strong>an</strong>d expression levels ofdonor <strong>an</strong>d acceptor prote<strong>in</strong>s were adjusted to similarlevels by Western blot. Unless otherwise stated, thethree different sett<strong>in</strong>gs used <strong>for</strong> the <strong>an</strong>alysis of <strong>FRET</strong>with the CFP/YFP pair were (i) <strong>FRET</strong>: Ex 405 nm/Em525–545 nm, (ii) CFP: Ex 405 nm/Em 465–485 nm, (iii)YFP: Ex 514 nm/Em 525–545 nm. Laser power <strong>an</strong>ddetector ga<strong>in</strong> were adjusted <strong>in</strong> the different ch<strong>an</strong>nels<strong>in</strong> order to observe equimolar concentrations of CFP<strong>an</strong>d YFP at equal <strong>in</strong>tensities (equimolar concentrationsof CFP <strong>an</strong>d YFP were obta<strong>in</strong>ed by express<strong>in</strong>g a referencefusion prote<strong>in</strong> of CFP <strong>an</strong>d YFP spaced by 475 residues).The <strong>an</strong>alysis of <strong>FRET</strong> with the FITC/Cy3 pairwas per<strong>for</strong>med with the follow<strong>in</strong>g sett<strong>in</strong>gs: (i) <strong>FRET</strong>:Ex 488 nm/Em 565–585 nm, (ii) FITC: Ex 488 nm/Em510–530 nm, (iii) Cy3: Ex 514 nm/Em 565–585 nm. Sett<strong>in</strong>gswere kept unch<strong>an</strong>ged <strong>for</strong> <strong>an</strong>alysis of all samples.Unless otherwise stated, donor emission was detectedon the photomultiplier 1 (PMT1) <strong>an</strong>d acceptor <strong>an</strong>d<strong>FRET</strong> emissions were recorded on PMT2. Donor <strong>an</strong>dacceptor SBTs <strong>in</strong> the <strong>FRET</strong> sett<strong>in</strong>g were determ<strong>in</strong>ed oncells express<strong>in</strong>g the donor or the acceptor alone bycalculat<strong>in</strong>g the <strong>in</strong>tensity (I) ratios <strong>in</strong> the appropriatesett<strong>in</strong>gs (I <strong>FRET</strong> /I Donor <strong>an</strong>d I <strong>FRET</strong> /I Acceptor , respectively).L<strong>in</strong>ear <strong>an</strong>d exponential fits were per<strong>for</strong>med us<strong>in</strong>gMicrosoft Excel <strong>an</strong>d F<strong>in</strong>dGraph, respectively. <strong>FRET</strong>measured <strong>in</strong> coexpress<strong>in</strong>g cells was then corrected <strong>for</strong>SBTs <strong>an</strong>d normalized (N<strong>FRET</strong>) <strong>for</strong> expression levelsaccord<strong>in</strong>g to the follow<strong>in</strong>g <strong>for</strong>mula (Xia <strong>an</strong>d Liu, 2001):N<strong>FRET</strong> ¼ I <strong>FRET</strong> I Donor 3 BT Donor I Acceptor 3 BT AcceptorpffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiI Donor 3 I AcceptorProgram <strong>for</strong> the Plug-<strong>in</strong>The program <strong>Pix<strong>FRET</strong></strong> presented <strong>in</strong> this paper is a<strong>plug</strong>-<strong>in</strong> of the public-doma<strong>in</strong> software <strong>ImageJ</strong>. <strong>ImageJ</strong>is a general-purpose image-process<strong>in</strong>g program; it isthe Java offspr<strong>in</strong>g of the NIH Image software. As aresult, it c<strong>an</strong> run on <strong>an</strong>y plat<strong>for</strong>m with a Java VirtualMach<strong>in</strong>e (Mac<strong>in</strong>tosh, W<strong>in</strong>dows, Unix, etc.). The application<strong>an</strong>d its source are available at http://rsb.<strong>in</strong>fo.nih.gov/ij/. <strong>Pix<strong>FRET</strong></strong> is freely available at http://www.unil.ch/cig/page16989.html.RESULTSSBT Ratios C<strong>an</strong> Vary as a Functionof Fluorophore IntensityTo study <strong>FRET</strong> <strong>in</strong> liv<strong>in</strong>g cells, we chose two nuclearreceptors previously shown to <strong>for</strong>m heterodimers <strong>in</strong>vitro <strong>an</strong>d <strong>in</strong> vivo, PPAR <strong>an</strong>d RXR that were, respectively,fused to ECFP (donor) <strong>an</strong>d EYFP (acceptor)(Feige et al., 2005).An import<strong>an</strong>t parameter <strong>in</strong> <strong>FRET</strong> experiments is theamount of SBT between ch<strong>an</strong>nels. To estimate SBTs,average fluorescence <strong>in</strong>tensities <strong>in</strong> cells express<strong>in</strong>gonly the donor (or the acceptor) were qu<strong>an</strong>tified, both<strong>in</strong> the <strong>FRET</strong> <strong>an</strong>d <strong>in</strong> the donor (or acceptor) ch<strong>an</strong>nels.The ratios between the fluorescence <strong>in</strong>tensities <strong>in</strong> eachch<strong>an</strong>nel were calculated after background subtraction.In cells express<strong>in</strong>g PPAR-CFP alone, the donor SBTratio, def<strong>in</strong>ed as the ratio between the amount of light
<strong>Pix<strong>FRET</strong></strong>: AN IMAGEJ PLUG-IN FOR PIXEL-BY-PIXEL ANALYSIS OF <strong>FRET</strong>53Fig. 1. The donor bleed-through ratio <strong>in</strong>creases with donor <strong>in</strong>tensity.A: Cos-7 cells were tr<strong>an</strong>sfected with <strong>an</strong> expression vector <strong>for</strong>PPARa-ECFP. Fluorescence <strong>in</strong>tensity <strong>in</strong> the ECFP (Exc. 405 nm/Em.465–485 nm, PMT1) <strong>an</strong>d <strong>FRET</strong> (Exc. 405 nm/Em. 525–545 nm,PMT2) sett<strong>in</strong>gs was measured on at least 300 cells. The SBT ratio isthe ratio between the average <strong>FRET</strong> <strong>an</strong>d ECFP <strong>in</strong>tensities measured<strong>in</strong> <strong>in</strong>dividual cells. F CFP <strong>an</strong>d CFP CFP are the <strong>in</strong>tensities measured <strong>in</strong>the <strong>FRET</strong> <strong>an</strong>d CFP sett<strong>in</strong>gs, respectively, when only CFP is present.B: Liv<strong>in</strong>g Cos-7 cells were <strong>in</strong>cubated with GI262570-FITC. Fluorescence<strong>in</strong>tensity <strong>in</strong> the FITC (Exc. 488 nm/Em. 510–530 nm, PMT1)<strong>an</strong>d <strong>FRET</strong> (Exc. 488 nm/Em. 565–585 nm, PMT2) sett<strong>in</strong>gs was measuredon at least 100 cells. The SBT ratio is the ratio between the average<strong>FRET</strong> <strong>an</strong>d FITC <strong>in</strong>tensities measured <strong>in</strong> <strong>in</strong>dividual cells.emitted by the donor <strong>in</strong> the <strong>FRET</strong> ch<strong>an</strong>nel (F CFP ) <strong>an</strong>d<strong>in</strong> the donor ch<strong>an</strong>nel (CFP CFP ), was not const<strong>an</strong>t <strong>an</strong>d<strong>in</strong>creased with CFP <strong>in</strong>tensity (Fig. 1A). To underst<strong>an</strong>dthe causes of such <strong>an</strong> <strong>in</strong>crease, we tested several possiblefactors. Photobleach<strong>in</strong>g or photoconversion of thefluorophores was not <strong>in</strong>volved as no modification of therelationship between the CFP SBT ratio <strong>an</strong>d CFP<strong>in</strong>tensity was observed after 60 sc<strong>an</strong>s of the specimenor after sc<strong>an</strong>n<strong>in</strong>g with full laser power (data notshown). We then tested whether this phenomenon wasdependent on the type of fluorophore used by test<strong>in</strong>gthe SBT of FITC. Liv<strong>in</strong>g cells were <strong>in</strong>cubated with thePPAR lig<strong>an</strong>d GI262570 coupled to FITC, which accumulates<strong>in</strong> cellular membr<strong>an</strong>es <strong>an</strong>d <strong>in</strong> nuclei. Interest<strong>in</strong>gly,when GI262570-FITC was used as a <strong>FRET</strong> donorwith Cy3, the donor SBT ratio also varied with FITC<strong>in</strong>tensity (Fig. 1B).To determ<strong>in</strong>e if the fluctuations of SBTs were due toour <strong>in</strong>strumentation (Leica TCS SP2 AOBS), we per<strong>for</strong>medthe same experiment with different microscopes.When PPAR-CFP SBT was <strong>an</strong>alyzed on a ZeissLSM510 Meta confocal microscope, us<strong>in</strong>g the Metaarray of PMTs, a very similar <strong>in</strong>crease was observedwhen the SBT ratio was plotted as a function of fluorophore<strong>in</strong>tensity. However, this donor SBT ratio wasconst<strong>an</strong>t on a wide-field microscope us<strong>in</strong>g a CCD camera(data not shown). It there<strong>for</strong>e appeared that thedependency of the SBT ratio on fluorophore <strong>in</strong>tensitywas restricted to confocal microscopes. To further identifythe possible causes lead<strong>in</strong>g to this variation, wetested the impact of laser power <strong>an</strong>d PMT ga<strong>in</strong> on SBTratio variations. Variations of CFP SBT ratios were stillobserved when the laser was tuned from 15% to 75% ofits maximum power (data not shown). We then <strong>an</strong>alyzedSBT ratios with four different sett<strong>in</strong>gs where thega<strong>in</strong>s of the PMTs used <strong>for</strong> the detection <strong>in</strong> the donor<strong>an</strong>d <strong>FRET</strong> ch<strong>an</strong>nels were set to different voltages.Laser power was adjusted to allow the <strong>an</strong>alysis of thesame batch of cells with each sett<strong>in</strong>g (Fig. 2A). Interest<strong>in</strong>gly,although the CFP SBT ratio was <strong>in</strong>dependentFig. 2. Influence of PMT ga<strong>in</strong> on the relationship between ECFPSBT ratio <strong>an</strong>d ECFP <strong>in</strong>tensity. Cos-7 cells were tr<strong>an</strong>sfected with <strong>an</strong>expression vector <strong>for</strong> PPARa-ECFP. Fluorescence <strong>in</strong>tensity <strong>in</strong> theECFP <strong>an</strong>d <strong>FRET</strong> sett<strong>in</strong>gs was measured on at least 100 cells per condition.The percentage of SBT is the ratio between the average <strong>FRET</strong><strong>an</strong>d ECFP <strong>in</strong>tensities measured <strong>in</strong> <strong>in</strong>dividual cells. A: The ga<strong>in</strong> <strong>an</strong>dlaser power were set as <strong>in</strong>dicated us<strong>in</strong>g PMT1 <strong>an</strong>d PMT2 <strong>for</strong> ECFP(465–485 nm) <strong>an</strong>d <strong>FRET</strong> (525–545 nm) detection, respectively. B: Thega<strong>in</strong> <strong>an</strong>d laser power were set as <strong>in</strong>dicated us<strong>in</strong>g PMT2 both <strong>for</strong> ECFP<strong>an</strong>d <strong>FRET</strong> detection.of CFP <strong>in</strong>tensity at low PMT ga<strong>in</strong>s (500 V donor/530V<strong>FRET</strong>), this ratio <strong>in</strong>creased with CFP <strong>in</strong>tensity athigher ga<strong>in</strong>s. Similar results were obta<strong>in</strong>ed when onlythe donor or the <strong>FRET</strong> ga<strong>in</strong> were ch<strong>an</strong>ged, or whenboth ga<strong>in</strong>s were ch<strong>an</strong>ged <strong>an</strong>d laser power was kept const<strong>an</strong>t(data not shown).These results suggested that problems <strong>in</strong> PMT l<strong>in</strong>earitycould account <strong>for</strong> the observed dependency ofSBT ratios on fluorophore <strong>in</strong>tensity. While it is moreconvenient to use two different PMTs <strong>for</strong> the detection<strong>in</strong> the donor <strong>an</strong>d <strong>FRET</strong> ch<strong>an</strong>nels, we <strong>in</strong>vestigatedwhether the phenomenon could also be observed withone PMT only. When the same PMT was used <strong>for</strong> boththe donor <strong>an</strong>d <strong>FRET</strong> ch<strong>an</strong>nels, the SBT ratio was con-