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5.1.3.3 ppTMS‐evokedEEGresponseslatencymodulation
Overall,latencywasprolongedatISI3byabout2%(2.1;95%CI=1.9‐2.2) and
shortenedatISI11(Pausetal.,2001b)byabout4%(4.4;95%CI=4.3‐4.5)(foraparadigmatic
channelseeFigure10,A).Significantlatencymodulation(p<0.01)wasconsistently
observedineachoftheninepeaksconsidered.
N7latencyslightlybutsignificantly(Sidak’sp=0.007)increasedatISI3versus120%.
Nootherpairwisedifference.Theeffectsizeofsuchmodulationwasminimal(0.13ms).
AtP13,latencydecreasedafterpaired‐pulsestimulationsversus120%(ISI3p=0.012
andISI11p<0.001)andwaslongeratISI3thanatISI11(p=0.011;lessthan0.5ms).
N18wasslightlyprolongedatISI3versus120%(p=0.041),shortenedatISI11versus
120%(p<0.001)andobviouslymoreshortenedatISI11versusISI3(p<0.001;about1ms).
P30latencydecreasedafterpaired‐pulsestimulations(ISI3versus120%,p<0.001,
ISI11versus120%p<0.001),andagaintheminimallatencywasfoundatISI11.Inthiscase,
themaximaldifference(betweenISI11and120%)wasaround2.2ms.
AsimilarpatternwasobservedatN44,eachpair‐wisecomparisonbeingsignificant
(p<0.001).Themaximaldifference,correspondingtoadecreaseof3.9mswasbetweenISI
11and120%.
P60didnotchangebetweenISI3and120%(p=0.999)andstronglydecreasedatISI11
(p<0.001)byabout4.5ms(foraparadigmaticchannelseeFigure10,A).
N100showedadifferentpatternwithrespecttoP60,sincethetwopairedpulse
producedverycloselatencies(p=0.999),clearlyshorterthan120%(p<0.001)byabout3.9
ms.
P190wasshortestatISI11(p<0.001vs.bothotherconditions)andlongerat120%
versusISI3.
N280didnotchangebetweenISI3and120%(p=0.999)orbetweenISI11and120%
(p=0.887).
5.1.3.4 CorrelationbetweenEMGandEEGmeasur
esinsingleandppTMS
ThecorrelationbetweenEEG,consideredastheindependentvariable,andMEPs,
consideredasadependentvariable,wasstatisticallysignificantforsomeofthepeaks
considered.Inordertoreducethetotalnumberofpossiblecorrelations,wereporthere
onlycorrelationscorrespondingtopeaksthatshowedsignificantchangesacrossconditions.
Moreover,totakeintoaccounttheproblemofmultiplecomparisons,acorrelationwas
consideredsignificantonlywhenits95%Sidak’sconfidenceintervalsdidnotincludethe
55
referencevaluecorrespondingtothenullhypothesis(r=0,orequivalentlyz=0,where
r
r
nz
1
1
log
2
1
3
).
Inparticular,forP13therewerenoclearcorrelationswiththeMEPsamplitudeafter
thesinglepulseTMSandpairedpulseTMSatISI3;however,afterppTMSatISI11a
positivecorrelationwasseeninF8andF4,withaslightinvolvementofFp2andFz(Figure
14,B).
Figure 14 A and B, from Study III. A: scalp distribution maps of GEE model EEG pattern at 13
ms after stimulation over the left M1. In each experimental condition P13 was statistically
significant in the anterior regions of the contra-lateral hemisphere and generally stronger at ISI
3 B: a positive correlation after ISI 11 was seen in F8 and F4, with a slight involvement of Fp2
and Fz.
56
AtP30apositivecorrelationwiththeMEPsamplitudeafterthesinglepulseTMSwas
observedintheunstimulatedhemisphere.NocorrelationwiththeMEPsamplitudewas
observedafterppTMSatISI3,whileatISI11themainfindingwasapositivecorrelation
betweenEEGmodulationinF4andMEPmodulation(Figure15,B).
Figure 15 A and B, from Study III. A: scalp distribution maps of GEE model EEG pattern at 30
ms after stimulation over the left M1. P30 had almost the same spatial localization in each
experimental condition, being attenuated at ISI 3 and generally stronger at ISI 11 in the
unstimulated hemisphere. B: positive correlation with the MEP amplitude after the single pulse
TMS was observed in the unstimulated hemisphere. No correlation was observed at ISI 3, while
at ISI 11 a positive correlation was found in F4.
AtN44anegativecorrelationwiththeMEPsamplitudeafterthesinglepulseTMS
wasobservedinthecentralandposteriorregionsofthestimulatedhemisphere.After
57
pairedpulseTMSatISI3thecorrelationwasmarkedlyattenuated,survivingonlyatT5,T3
andO1.AfterISI11noclearcorrelationwasobserved(Figure16,B).
Figure 16 A and B, from Study III. A: scalp distribution maps of GEE model EEG pattern at 44
ms after stimulation over the left M1. The N44 peak showed a diffuse spatial distribution, with
an antero-posterior amplitude gradient. It was spatially modulated by the paired pulse
stimulations, being slightly stronger in C3, P3 and F3 at ISI 3 and virtually absent in the contra-
lateral hemisphere at ISI 11. B: a negative correlation after the single pulse TMS was observed
in the central and posterior regions of the stimulated hemisphere. After ISI 3, the correlation
was markedly attenuated, surviving only at T5, T3 and O1. After ISI 11 no clear correlation was
observed.
58
5.1.4 StudyV
IntheStudyV(Ferrerietal.,submitted),thecharacteristicrelationshipbetweenISIs
andMEPratiosinSAIwasobserved(Tokimuraetal.,2000;DiLazzaroetal.,2004;Di
Lazzaroetal.,2005b.Figure17,AandC).Theestimatedmeanvalueswere1739μV(S.D.
1157μV)forsupra‐thresholdsingle‐pulsewithanintensityof120%oftherMT,790μV
(S.D.603μV)forISIN20+3and1848μV(S.D.1134μV)forISIN20+10.Pairwisecomparison
withBonferronicorrectionshowedasignificantdifferenceinMEPsamplitudebetweenISI
N20+3andsupra‐thresholdsinglepulse(p=0.009),andbetweenISIN20+3andISIN20+10
(p=0.031).Nodifferencewasobservedbetweenthebaselinecondition(supra‐threshold
singlepulse)andISIN20+10(p>0.05;seeFigure17,A).Inbothexperimentalconditions,i.e.
bothinISIN20+3andN20+10conditions,andineachsubject,theEEGsignalswere
composedatthevertexbyasequenceofdeflections,asdescribedelsewhere(Ilmoniemiet
al.,1997;Ferrerietal.,2011a;forareviewKomssiandKähkönen,2006),ofnegativepolarity
peakingat approximately7ms,44msand100ms,alternatingwithpositivepolarity
peakingatapproximately30ms,60msand180mspost‐TMS,asillustratedinFigures17B
and18A).
59
Figure 17 A, B and C, from Study V. A: Motor-evoked potentials (MEP). Average of MEPs
produced by stimulation at 120% of rMT and at ISI N20+3 and N20+10. Compared with
baseline, MEPs were significantly lower in amplitude at ISI N20+3, while no difference was seen
at ISI N20+10. B: Butterfly plots. Grand average of TMS-evoked potentials recorded at all
electrodes at ISI N20+3 and N20+10 superimposed in a butterfly diagram. All signals were
aligned to the magnetic stimulus. The polarity of the waveforms is plotted with negative values
downward in this and the following figures. C: Grand average of the MEPs at ISI N20+3 and
N20+10.
60
ToquantifythetotalbrainactivationevokedbyTMS,global‐meanfieldpower,
calculatedastherootmeansquaredvalueofthesignalacrossallelectrodes,wascomputed
forbothconditionsunderevaluation(seeFigure18,B).Theglobal‐meanfieldpowerforISI
N20+3,i.e.SAI,revealedadecreaseinamplitudebetween50and130mspoststimulus
relativetoISIN20+10.Thisdecreasewasmaximalbetween60and110ms(Figures18,19
and20).
Figure 18 A and B, from Study V. A: Single-Channel EEG Responses. Grand average of the EEG
responses recorded at vertex (Cz) at ISI N20+10 and ISI N20+3. B: Global-Mean Field Power.
Total activation produced by TMS as measured by the global-mean field power derived from all
60 electrodes. Relative to ISI N20+10, the global-mean field power was lower at ISI N20+3,
i.e. SAI, between 50 and 130 ms poststimulus (grey area). This decrease peaked at 60 and 110
ms (as evaluated in a two-tailed unpaired t test).
61
AccordingtotheoutputoftheGEEprocedure,theISIN20+3conditionproduceda
significantglobalattenuationofN100amplitudecomparedwiththeISIN20+10condition
(maineffectofcondition,Sidak’sp<0.001;Figures19and20respectively).Nosignificant
maineffectsofconditionwerefoundforN7,P30,N44orP180.Inthetopographical
analysisoftheTMS‐inducedresponses,theN7,P30,N44,P60,N100andP180amplitudes
wereassessedbystatisticalnonparametricmapping(SnPM).AfterISIN20+3,wefounda
significantdecrementinP60amplitudeoverC1(leftmotorcortex;p<0.05,SnPM,Figure
19).EventhoughasignificantglobalattenuationofN100amplitudewasfoundaccording
totheGEEprocedureafterISIN20+3(seeabove),thelocalattenuationoftheN100
componentinthemotorcortexdidnotreachsignificancewhenevaluatedwiththe
subsequenttopographicalanalysisbySnPM.
Figure 19, from Study V. Topographic distribution of the TMS-evoked activity at P60. Average
integrated evoked response at P60 in the two conditions. Comparing the topography of the two
conditions revealed lower activity approximately underlying the stimulation site at ISI N20+3,
i.e. SAI. The white dot indicates the presence of significant differences (p<0.05; statistical
nonparametric mapping, see text for more details).
60 ms
60 ms
ISI N20+10 ISI N20+3
DIFFERENCE
-10 -5 0 5 10
60 ms
[µV]
62
Figure 20, from Study V. Topographic distribution of the TMS-evoked activity at N100. Average
integrated evoked response at N100 in the two conditions. Comparing the topography of the
two conditions revealed a lower activity approximately underlying the stimulation site at ISI
N20+3, i.e. SAI.
5.1.4.1 Event‐relatedspectralperturbationandintertrialcoherence
Event‐relatedspectralperturbationmeasureschangesintheamplitudeoftheEEG
spectrumrelativetoanexperimentalevent(e.g.,TMSstimulation)andisindependentof
thephaseofEEG‐evokedactivity.Event‐relatedspectralperturbationvalueswere
calculatedfordifferentspectrumfrequencybandsandnosignificantdifferencewasfound
foranyfrequencyrangesorchannels(datanotshown).Intertrialcoherencedeterminesthe
reproducibilityofthephaseoftheEEG‐ev
okedresponsesacrosstrials,regardlessofthe
amplitudeoftheresponses.Thus,intertrialcoherencereflectstheintertrialsynchronization
(phaselocking)oftheEEG‐evokedresponsestoTMS.WefoundthatISIN20+3,i.e.SAI,
inducedaclearreductioninthesynchronizationoftheTMS‐evokedresponsesacrosstrials
inthebetaband(Figure21).IntertrialcoherenceimpairmentwaspresentinSAIwithinthe
first300msfollowingTMS.Thisimpairmentwasrestrictedtothebetaband(p<0.05,
statisticalnonparametricmapping)andpeakedat2channelslocalizedinthefronto‐central
110 ms
110 ms
110 ms
-10 -5 0 5 10
ISI N20+3 ISI N20+10
DIFFERENCE
[µV]
63
region(C1andCz).Nosignificantdifferencesweredetectedintheotherfrequencyranges
orinanyotherchannel.
Figure 21, from Study V. Intertrial Coherence Topography. Intertrial coherence (ITC) in the two
conditions in the beta range between 15 and 25 Hz. The white dots represent the scalp position
where intertrial coherence was significantly lower at ISI N20+3, i.e. SAI (p<0.05; statistical
nonparametric mapping).
5.1.4.2 CorrelationbetweenEEGmodulationandMEPmodulation
ToassesstherelationshipbetweenperipheralandcentralcorrelatesofSAI,we
calculatedthecorrelationbetweentheattenuationofMEPsandmodulationofEEGin
electrodesiteswhereasignificantdifferenceinEEGresponsesbetweentheconditionshad
beenfound(seeabove;C1forP60andC1andCzforITC).ForP60,nocorrelationwas
foundwhileforITCinthebetarangetherewasasignificantpositivecorrelationwithMEP
amplitudeatC1(p<0.05,r=0.624),butnocorrelationatCz.
ITC N2 0+ 10
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0.45
0.5
ITC N20+3
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0.45
0.5
Difference
-0.1
-0.08
-0.06
-0.04
-0.02
0
0.02
0.04
0.06
0.08
0.1