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<article article-type="research-article" xmlns:xlink="http://www.w3.org/1999/xlink">
 <front>
    <journal-meta>
	<journal-id journal-id-type="publisher-id">Jemr</journal-id>
      <journal-title-group>
        <journal-title>Journal of Eye Movement Research</journal-title>
      </journal-title-group>
      <issn pub-type="epub">1995-8692</issn>
	  <publisher>								
	  <publisher-name>Bern Open Publishing</publisher-name>
	  <publisher-loc>Bern, Switzerland</publisher-loc>
	</publisher>
    </journal-meta>
    <article-meta>
	<article-id pub-id-type="doi">10.16910/jemr.10.3.5</article-id> 
	  <article-categories>								
				<subj-group subj-group-type="heading">
					<subject>Research Article</subject>
				</subj-group>
		</article-categories>
      <title-group>
        <article-title>Developing clinically practical transcranial direct current stimulation protocols to improve saccadic eye movement control</article-title>
      </title-group>
	   <contrib-group> 
				<contrib contrib-type="author">
					<name>
						<surname>Po Ling</surname>
						<given-names>Chen</given-names>
					</name>
					<xref ref-type="aff" rid="aff1">1</xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Liana</surname>
						<given-names>Machado</given-names>
					</name>
					<xref ref-type="aff" rid="aff2">2</xref>
				</contrib>
        <aff id="aff1">
		<institution>Department of Psychology and  Brain Health Research Centre, University of Otago and Brain Research</institution>, <country>New Zealand</country>
        </aff>
		<aff id="aff2">
		<institution>Department of Psychology and  Brain Health Research Centre, University of Otago and Brain Research</institution>, <country>New Zealand </country>
        </aff>
		</contrib-group>
     
	  <pub-date date-type="pub" publication-format="electronic"> 
		<day>5</day>  
		<month>6</month>
        <year>2017</year>
      </pub-date>
	  <pub-date date-type="collection" publication-format="electronic"> 
	  <year>2017</year>
	</pub-date>
      <volume>10</volume>
      <issue>3</issue>
	<elocation-id>10.16910/jemr.10.3.5</elocation-id>
	<permissions> 
	<copyright-year>2017</copyright-year>
	<copyright-holder>Chen et al.</copyright-holder>
	<license license-type="open-access">
  <license-p>This work is licensed under a Creative Commons Attribution 4.0 International License, 
  (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">
    https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use and redistribution provided that the original author and source are credited.</license-p>
</license>
	</permissions>
	<abstract>
        <p>Recent research indicates that anodal transcranial direct current stimulation (tDCS) applied over the frontal eye field (FEF) can improve saccadic eye movement control in healthy young adults. The current research set out to determine whether similar results can be produced using a clinically practical protocol, whether tDCS applied over the dorsolateral prefrontal cortex (DLPFC) might also afford benefits, and whether benefits extend to older adults. Twenty young and 10 older adults completed two active (FEF and DLPFC) and one sham stimulation session. To aid clinical translation, the method of positioning the electrodes entailed simple measurements only. Saccadic performance following anodal tDCS applied over the FEF or DLPFC did not differ from the sham condition in either age group. Additionally, saccadic performance contralateral to the active electrodes showed no evidence of benefits over ipsilateral performance. These results call into question whether the protocol utilized can be applied effectively using only simple measurements to localize the relevant frontal subregion. Future efforts to develop a clinically practical tDCS protocol to improve saccadic eye movement control should include a sham control condition and consider adjusting the tDCS electrode montage and current strength to optimize the chances of conferring benefits in the population under study.</p>
      </abstract>
	   <kwd-group>
        <kwd>Electrical brain stimulation</kwd>
        <kwd>eye movement</kwd>
        <kwd>eye tracking</kwd>
        <kwd>saccades</kwd>
        <kwd>antisaccades</kwd>
        <kwd>oculomotor control</kwd>
      </kwd-group>
    </article-meta>
  </front>
  
  
  
  <body>
  
	
	
	
	
	
	
    <sec id="s1">
      <title>Introduction</title>
      <p>
        Over the past 10 years, transcranial direct current
stimulation (tDCS) has been widely used to modulate
cortical excitability to the benefit of cognitive and motor
functions, in both healthy and clinical populations (
        <xref ref-type="bibr" rid="R1">1</xref>
        ).
However, studies investigating the effects of tDCS on
control over eye movements have been scarce. Only
recently evidence has emerged demonstrating that
positively charged anodal tDCS applied over the frontal eye
field (FEF) can be used to improve saccadic eye
movement control in healthy young adults (
        <xref ref-type="bibr" rid="R2">2</xref>
        ). Given that
healthy aging and a large number of age-related clinical
conditions (e.g., mild cognitive impairment and
Alzheimer&#x2019;s and Parkinson&#x2019;s disease) are associated with
reduced control over the eye movement system,
particularly when a high level of strategic control is required
(
        <xref ref-type="bibr" rid="R36">36</xref>
        ), findings in Kanai, Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        ) are exciting as they
suggest that anodal tDCS may be a useful therapeutic tool
for improving voluntary control over the oculomotor
system in impaired populations.
      </p>
      <p>
        Voluntary control over saccadic eye movements
involves complex underlying neuromechanisms by which
cortical oculomotor regions must be able to impose
topdown regulation over subcortical oculomotor regions (
        <xref ref-type="bibr" rid="R7">7</xref>
        ).
The antisaccade paradigm (
        <xref ref-type="bibr" rid="R8">8</xref>
        ) is a tool commonly used
for behavioral measurement of voluntary control over
saccadic eye movements. A successful antisaccade
involves moving the eyes in the opposite direction when a
stimulus suddenly appears in the peripheral visual field.
This capability involves two control processes: 1)
suppressing an unwanted reflexive prosaccade toward the
peripheral stimulus; 2) voluntarily generating an eye
movement away from the peripheral stimulus to the
mirror position (
        <xref ref-type="bibr" rid="R10 R9">9, 10</xref>
        ). The frontal subregions most
commonly posited to underpin accurate performance of
antisaccades are the FEF and dorsolateral prefrontal cortex
(DLPFC; 11, 12). However, as reviewed in Chen and
Machado (
        <xref ref-type="bibr" rid="R13">13</xref>
        ), the contributions of the FEF and DLPFC
to the suppression of reflexive prosaccades and the
generation of correct antisaccades remain unclear. While the
literature is in agreement that the FEF is the key region
supporting generation of volitional eye movements, there
is disagreement as to which frontal subregion supports
suppression of reflexive eye movements. Specifically,
some have reported evidence implicating the FEF as the
key region supporting suppression of reflexive eye
movements (
        <xref ref-type="bibr" rid="R14">14</xref>
        ), while others have claimed that DLPFC
(Brodmann&#x2019;s area 46) plays the main role in suppressing
reflexive eye movements, as reviewed in
PierrotDeseilligny, Milea (
        <xref ref-type="bibr" rid="R15">15</xref>
        ).
      </p>
      <p>
        The one study (
        <xref ref-type="bibr" rid="R2">2</xref>
        ) that assessed the influences of
tDCS over cerebral cortex on oculomotor behavior found
that in healthy young adults anodal tDCS over the FEF
influenced subsequent antisaccade performance such that
reflexive errors were reduced contralaterally without any
effect on correct antisaccade latencies, and in addition
subsequent correct prosaccade latencies were shortened
contralaterally. These findings indicate that while anodal
tDCS over the FEF facilitates suppression of unwanted
contraversive reflexive eye movements, it also speeds the
latencies of wanted contraversive reflexive eye
movements. These anodal tDCS benefits peaked 10 to 30
minutes post stimulation. In this seminal study, electrode
positioning over the FEF was determined based on
predefined standardized coordinates using structural magnetic
resonance imaging (MRI) of each individual. In the
current study, we tested whether the benefits reported in
Kanai, Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        ) can be induced using a more
clinically practical protocol that does not entail expensive
tools or time consuming procedures (e.g., MRI) to
determine electrode positioning, as using such tools falls
outside available resources in many clinical settings.
      </p>
      <p>
        In addition to assessing anodal tDCS over the FEF, in
the current study we assessed whether applying anodal
tDCS over DLPFC might also benefit saccadic eye
movement control, especially with respect to suppressing
unwanted reflexive saccades, as one might predict based
on human brain lesion studies (
        <xref ref-type="bibr" rid="R16 R17 R18">16-18</xref>
        ). Furthermore, in
the current study, we assessed whether saccadic eye
movement control benefits extend to older adults. Ample
evidence from non-oculomotor studies indicates tDCS
confers more robust cognitive benefits in older adults
(
        <xref ref-type="bibr" rid="R19">19</xref>
        ), presumably due to far more room for improvement
and thus greater potential for benefit. However, no
studies to date have assessed whether the same applies to
saccadic eye movement control. In testing the efficacy of
tDCS to improve saccadic eye movement control, we
compared oculomotor behavior ipsilateral versus
contralateral to the anodal electrode (as per 2) and we also
included a sham control condition (in contrast to 2). This
enabled us to determine whether performance
contralateral to the FEF and DLPFC electrodes was superior to
ipsilateral performance, and also whether it was superior
to performance contralateral to sham stimulation.
      </p>
      <p>In sum, the purpose of the current study was
threefold: 1) determine whether benefits of anodal tDCS on
saccadic eye movement behavior can be induced using a
clinically practical protocol; 2) determine whether anodal
tDCS over DLPFC also benefits saccadic eye movement
control; 3) determine whether benefits extend to older
adults.</p>
    </sec>
    <sec id="s2">
      <title>Methods</title>
      <sec id="s2a">
        <title>Participants</title>
        <p>
          Thirty adult males, 20 young (age range = 20-25
years, mean = 22.2, <italic>SD</italic> = 1.0; education range = 15-18
years, mean = 16.2, <italic>SD</italic> = 1.2) and 10 older (age range =
65-70 years, mean = 68.6, <italic>SD</italic> = 1.1; education range =
10-31 years, mean = 15.1, <italic>SD</italic> = 5.4) from the Dunedin
community, New Zealand, participated and were
reimbursed NZ$15 per session. Participants were all
righthanded according to the Measurement of Handedness
(
          <xref ref-type="bibr" rid="R20">20</xref>
          ). All participants reported having normal or corrected
vision; no pace maker, implanted electronic device or
metal implants; no history of, and not currently taking
any medications for neurological or psychiatric problems;
no chronic skin conditions; and abstained from
recreational drugs and alcohol in excess of three units during
the 24 hours prior to their testing session. Participants
also completed a depression inventory the Center for
Epidemiologic Studies Depression Scale (CES-D; 21),
which has a maximum score of 60. Of the young adults,
11 scored below 16, indicating they had no clinical
symptoms of depression and nine scored between 16 and 22,
indicating subthreshold depression symptoms. Of the
older adults, five scored below 16, indicating they had no
clinical symptoms of depression and five scored between
16 and 21, indicating subthreshold depression symptoms.
Older adults were also screened for dementia using the
Mini-Mental State Examination (MMSE; 22); all scored
at least 26 out of 30, which indicates none were
demented. This study was approved by the University of Otago
Human Ethics Committee (H13/123) and was performed
in accordance with the relevant guidelines and
regulations. All participants gave informed consent prior to
participation.
        </p>
      </sec>
      <sec id="s2b">
        <title>Design</title>
        <p>
          The current study employed a randomized,
singleblind, sham-controlled, crossover experimental design.
As per Kanai, Muggleton (
          <xref ref-type="bibr" rid="R2">2</xref>
          ), in the current study half of
the participants in each age group were randomly
assigned to have the anodal electrode positioned over the
left hemisphere and half over the right. All participants
completed three sessions of stimulation: active over each
frontal subregion (FEF and DLPFC) and sham over an
intermediate frontal subregion, with the order of the
stimulation conditions counterbalanced across
participants within each age group, and each session separated
by a minimum of 7 days. Each session lasted about 1 hr.
        </p>
      </sec>
      <sec id="s2c">
        <title>Electrodes Positioning</title>
        <p>
          The 10-20 system for electroencephalography (EEG;
23) was used to determine the placement of the anodal
electrode over the assigned hemisphere. The anodal
electrode was positioned for the FEF condition 1.5 cm
anterior and 20% laterally from the vertex (
          <xref ref-type="bibr" rid="R24 R25">24, 25</xref>
          ), for the
DLPFC condition 5 cm anterior and 20% laterally from
the vertex (
          <xref ref-type="bibr" rid="R26 R27">26, 27</xref>
          ), and for the sham condition 2.5 cm
anterior and 20% laterally from the vertex (between the
FEF and DLPFC positions). In all cases, the reference
electrode (cathode) was positioned on the upper arm (just
below the shoulder) ipsilateral to anodal electrode. Prior
to proceeding, inspection of all sites of stimulation
confirmed there were no lesions or signs of skin irritation.
  </p>
 </sec>
 <sec id="s2d">
        <title>tDCS Protocol</title>
        <p>
          A constant current 9 volt battery driven device
(ActivaDose II) delivered 1 mA direct current through carbon
rubber electrodes placed in sponge pockets soaked in
saline solution. As per Kanai, Muggleton (
          <xref ref-type="bibr" rid="R2">2</xref>
          ), the anodal
electrode, which was 3 x 3 cm, delivered a current
density of 0.11 mA/cm&#x00B2; , and the reference electrode, which
was 5 x 7 cm, delivered a current density of 0.03
mA/cm&#x00B2; . The intensity of the current slowly ramped up to
1 mA over the initial 10 s of stimulation. During active
stimulation current was delivered for 10 minutes, and
during sham stimulation the device was turned off 30 s
after the start of stimulation. At the end of each
stimulation period, participants completed a questionnaire
designed to monitor adverse effects. No adverse effects
were reported, as might be expected given that the current
density was 50 times lower than the previously studied
safety threshold (
          <xref ref-type="bibr" rid="R28">28</xref>
          ), and was also lower than the current
densities used in many studies that were well tolerated
and considered to be safe (
          <xref ref-type="bibr" rid="R29">29</xref>
          ). When questioned at the
end of their final session, no participants could
differentiate between the active and sham conditions.
        </p>
      </sec>
      <sec id="s2e">
        <title>Eye Movement Testing</title>
        <p>
          <xref ref-type="fig" rid="fig01">Figure 1</xref> summarizes the eye movement testing
protocol, which was adapted from Antoniades, Ettinger (
          <xref ref-type="bibr" rid="R30">30</xref>
          ).
In order to target the post-stimulation time period that
showed anodal tDCS benefits in Kanai, Muggleton (
          <xref ref-type="bibr" rid="R2">2</xref>
          ), in
the current study eye movement testing commenced 10
minutes post stimulation. Participants completed five eye
movement blocks in this order: one block of prosaccades,
three blocks of antisaccades, and then a second block of
prosaccades. Between blocks, participants were provided
with a 1 minute break. Between blocks of different types,
the experimenter informed participants of the type of
saccades required and instructed them in how to respond.
Participants wore a head-mounted eye tracker (Model
310, Applied Science Laboratories, Massachusetts, USA)
and sat 57 cm away from a computer screen in a dimly lit
room, with distance maintained via a chinrest. The
experimenter calibrated the eye-tracking system before each
block. Stimuli were presented on a white background via
MATLAB (The MathWorks, Natick, MA) and The
Psychophysics Toolbox (
          <xref ref-type="bibr" rid="R31 R32">31, 32</xref>
          ).</p>
		  <fig id="fig01" fig-type="figure" position="float">
					<label>Figure 1</label>
					<caption>
						<p>Figure 1. Eye movement testing protocol. Each session
entailed completion of five eye movement blocks, which differed
only in the required response: look at the peripheral stimulus
during prosaccade blocks and look at the mirror opposite
position during antisaccade blocks. Responses were coded relative
to the position of the anodal electrode (saccade directed
ipsilaterally or contralaterally).</p>
						</caption>
					<graphic id="graph01" xlink:href="jemr-10-03-e-figure-01.png"/>
				</fig>	  
	  
		  
		  
        
        <p>For prosaccade and antisaccade blocks, each trial
commenced with the appearance of a black fixation dot
extending 0.3&#xB0; of visual angle and centered on the screen.
After a variable interval (700, 900, 1100, 1300, or 1500
ms), the fixation dot disappeared and a black square
subtending 1&#xB0; appeared 8.5&#xB0; to the left or right of center
(measured to the center of the square). Fixation dot offset
and peripheral square onset occurred simultaneously.
Participants were instructed to respond to the appearance
of the square as quickly as they could without
compromising accuracy by looking at it during prosaccade
blocks and by looking in the opposite direction during
antisaccade blocks. During practice trials, a 900 Hz error
tone sounded for 300 ms if participants made no
response, responded in the wrong direction, or responded in
less than 50 ms or more than 1000 ms after saccade
signal onset (i.e., the appearance of the peripheral square).
The screen went blank for 500 ms between trials. Saccade
signal position (left or right) and fixation duration (700,
900, 1100, 1300, or 1500 ms) were randomly selected for
each trial with the constraint that each combination of
conditions was equally likely to occur across the test
trials. Each prosaccade test block had 60 trials and each
antisaccade test block had 40 trials, and participants were
given 10 practice trials at the beginning of the first block
of each saccade type. Practice trials were repeated upon
request by participants or if the experimenter identified
the participant did not understand the instruction.</p>
        <p>Horizontal position of the right eye was sampled at
1100 Hz. When the right eye exceeded the horizontal
velocity of 50&#xB0;/s with at least 1&#xB0; amplitude, the
movement was defined as a saccade. The program then
recorded the latency of saccade onset (by backtracking until the
velocity dropped below 10&#xB0;/s) and the direction of
movement. During the trials, the experimenter manually
rejected responses contaminated by blinking or other
factors such as sneezing or coughing. In addition, trials
were excluded from analysis if eye position at the time of
saccade signal onset deviated from center by more than
3&#xB0;, or if the latency was shorter than 50 ms or longer than
1000 ms.</p>
      </sec>
      <sec id="s2f">
        <title>Statistical Analyses</title>
        <p>
          For each participant, the measured variables of
interest were correct median reaction times (RTs) and
percentage of reflexive errors during antisaccade blocks as a
function of stimulation condition (FEF, DLPFC, or sham)
and saccade direction (ipsilateral or contralateral to the
anodal electrode). Shapiro-Wilk test was used to
determine the normality of each data set. When assumptions of
parametric tests were violated, non-parametric tests
confirmed the parametric results. In cases where sphericity
was violated (<italic>p</italic>( &lt; .05), a Greenhouse-Geisser correction
was applied when Epsilon ranged from .70 to .90,
otherwise a multivariate test (Pilai&#x2019;s Trace) was applied. The
alpha level was <italic>p</italic> &lt; .05. The sample size was chosen
based on Kanai, Muggleton (
          <xref ref-type="bibr" rid="R2">2</xref>
          ), which reported
significant results for contralateral versus ipsilateral
performance in a group of 16 young adults; a power analysis
computed using G*Power 3.1.9.2 (
          <xref ref-type="bibr" rid="R33">33</xref>
          ) indicated our study
had 87% power to detect a similar effect size (<italic>d</italic><sub>z&#xA0;</sub> =
0.5875), and thus beta was 0.13. Note that stimulation
was always applied unilaterally, and the results were
coded based on whether the saccade was directed
ipsilaterally or contralaterally to the stimulated hemisphere (see
Figure 1, lower right panel, for examples).
        </p>
      </sec>
    </sec>
    <sec id="s3">
      <title>Results</title>
      <p>
        To determine if performance varied across the blocks,
initial repeated-measures analyses of variance
(ANOVAs), with stimulation condition, saccade
direction, and saccade block as factors, were performed
for each of the measured variables of interest (prosaccade
latencies, antisaccade latencies, and reflexive error rates
during antisaccades). The results revealed no main effect
of block for the latency variables, but there was a main
effect of block for reflexive error rates during
in responsiveness to brain stimulation (
        <xref ref-type="bibr" rid="R34">34</xref>
        ), to determine
whether a subset of the participants benefitted from active
stimulation, each individual&#x2019;s data was checked for any
apparent asymmetries in the active stimulation conditions
consistent with superior performance contralateral versus
ipsilateral, and if so contralateral active versus sham;
paired-samples <italic>t</italic> tests tested whether any of the
differences reached significance. <xref ref-type="fig" rid="fig02">Table 1</xref> summarizes the
mean of the median correct response latencies and
reflexive error rates during antisaccades for each
stimulation condition in each age group. Tables S1 and
antisaccades, <italic>F</italic>(2, 58) = 9.398, <italic> p</italic> &lt; .001, <italic>r</italic> = .495,
reflecting increasing reflexive error rates across blocks,
presumably due to fatigue. However, since saccade block
did not interact with stimulation condition or saccade
direction for any of the measured variables of interest (all
<italic>p</italic>s &gt; .200), the data were collapsed across blocks in the
mixed ANOVAs reported below, all of which included
age group as a between-participant factor, and stimulation
condition and saccade direction as within-participant
factors. Regardless of the ANOVA results, paired
samples <italic>t</italic> tests assessed hemispheric asymmetries in the
active conditions and differences against sham
stimulation. In addition, in light of individual differences
S2 (in Appendix) detail the results of each group-level <italic>t</italic>
test.
      </p>
	   <fig id="fig02" fig-type="figure" position="float">
					<label>Table 1</label>
					<caption>
						<p>
						Table 1. Saccade latencies (in milliseconds) and reflexive errors (in percentage) during antisaccades in young (<italic>n</italic>=20) and older (<italic>n</italic>=10) adults.
						</p>
						</caption>
					<graphic id="graph02" xlink:href="jemr-10-03-e-figure-02.png"/>
				</fig>	  
	  
	  
	  
      <sec id="s3a">
        <title>Prosaccade Latencies</title>
        <p>
           <xref ref-type="fig" rid="fig03">Figure 2</xref> summarizes the latency data for the
prosaccade blocks. The mixed ANOVA revealed a significant
main effect of age group, <italic> F</italic>(1, 28) = 16.102, <italic>p</italic> &lt; .001, <italic>r</italic> =
.604, reflecting longer latencies in older than young
adults. The expected two-way interaction between
stimulation condition and saccade direction approached
significance, <italic> F</italic>(2, 56) = 2.455, <italic>p</italic> = .095, <italic>r</italic> = .285; however, in
contrast to the expected shortening of contralateral
relative to ipsilateral prosaccade latencies, contralateral
latencies tended to be longer particularly in the FEF
stimulation condition, although a paired-samples <italic>t</italic> test showed
that this trend for an asymmetry in the FEF stimulation
condition did not reach significance (<italic>p</italic>( = .159). The three
way interaction did not approach significance, <italic> F</italic>(2, 56) =
1.684, <italic>p</italic> = .195, <italic>r</italic> = .239, and as can be seen in Figure 2
neither age group exhibited the predicted pattern of faster
contralateral prosaccades. No other main effects or
interactions approached significance (all <italic>p</italic>s &gt; .100).
Pairedsamples <italic>t</italic> tests computed for the full age-mixed sample
confirmed no ipsilateral versus contralateral latency
differences in either active stimulation condition (FEF or
DLPFC) and no differences relative to the sham
stimulation condition (all <italic>p</italic>s &gt; .100; see Table S1 for details).
Similarly, <italic>t</italic> tests computed for each age group confirmed
no ipsilateral versus contralateral latency differences in
either active stimulation condition and no differences
relative to the sham stimulation condition (all <italic>p</italic>s &gt; .100;
see Table S2F for details).
        </p>
		 <fig id="fig03" fig-type="figure" position="float">
					<label>Figure 2</label>
					<caption>
						<p>
						Figure 2. Prosaccade latencies ipsilateral versus contralateral to the stimulated hemisphere for each stimulation condition in each age group. Neither of the active stimulation conditions shortened latencies contralaterally relative to ipsilaterally. Bars indicate standard errors.
						</p>
						</caption>
					<graphic id="graph03" xlink:href="jemr-10-03-e-figure-03.png"/>
				</fig>	 
      

	  
		
		<p>
          Consideration of each individual&#x2019;s data also indicated
a lack of benefits. In the FEF stimulation condition, only
three of the 20 young adults and none of the older adults
showed significantly faster contralateral relative to
ipsilateral latencies, consistent with the pattern reported in
Kanai, Muggleton (
          <xref ref-type="bibr" rid="R2">2</xref>
          ), and only one of these three
reached significance when compared with contralateral
latencies in the sham stimulation condition, <italic>t</italic>(57) = 2.552,
<italic>p</italic> = .013, <italic>Cohen&#x2019;s d</italic> = 0.676. In the DLPFC stimulation
condition, only one of the 20 young adults and none of
the older adults showed this asymmetry pattern, and the
comparison with the sham stimulation condition did not
reach significance (<italic>p</italic>( &gt; .050).
        </p>
      </sec>
      <sec id="s3b">
        <title>Antisaccade Latencies</title>
        <p>
          <xref ref-type="fig" rid="fig04">Figure 3</xref> summarizes the latency data for the
antisaccade blocks. The mixed ANOVA revealed a
significant main effect of age group, <italic> F</italic>(1, 28) = 26.643, <italic>p</italic> &lt;
.001, <italic>r</italic> = .699, again reflecting longer latencies in older
than young adults. Of specific relevance here, the
interaction between stimulation condition and saccade direction
did not approach significance, <italic> F</italic>(2, 56) = 0.555, <italic>p</italic> = .577,
<italic>r</italic> = .138, which indicates that the different stimulation
conditions did not differentially influence contralateral
versus ipsilateral latencies. Furthermore, stimulation
condition and saccade direction did not significantly
interact with age group, <italic> F</italic>(2, 56) = 1.905, <italic>p</italic> = .158, <italic>r</italic> =
.253. As can be seen in Figure 3, neither age group
showed stimulation effects (i.e., asymmetries specific to
active stimulation). No other main effects or interactions
approached significance (all <italic>p</italic>s &gt; .100). Paired-samples <italic>t</italic>
tests confirmed no ipsilateral versus contralateral latency
differences in either active stimulation condition (FEF or
DLPFC) and no differences relative to the sham
stimulation condition (all <italic>p</italic>s &gt; .400; see Table S1 for details).
Similarly, t tests computed for each age group confirmed
no ipsilateral versus contralateral latency differences in
either active stimulation condition and no differences
relative to the sham stimulation condition (all <italic>p</italic>s &gt; .100;
see Table S2 for details).
        </p>
		
		<fig id="fig04" fig-type="figure" position="float">
					<label>Figure 3</label>
					<caption>
						<p>
						Figure 3. Antisaccade latencies ipsilateral versus contralateral
to the stimulated hemisphere for each stimulation condition in
each age group. The different stimulation conditions did not
differentially influence contralateral versus ipsilateral latencies.
Bars indicate standard errors.
						</p>
						</caption>
					<graphic id="graph04" xlink:href="jemr-10-03-e-figure-04.png"/>
				</fig>	

        <p>
          Consideration of each individual&#x2019;s data also indicated
a lack of benefits. In the FEF stimulation condition, only
one of the 20 young adults and one of the 10 older adults
showed significantly faster contralateral relative to
ipsilateral latencies, and only the young participant reached
significance when compared with contralateral latencies
in the sham stimulation condition, <italic>t</italic>(38) = 3.017, <italic>p</italic> = .005,
<italic>Cohen&#x2019;s d</italic> = 0.979. In the DLPFC stimulation condition,
one of the young adults and none of the older adults
showed this asymmetry pattern, and the comparison with
the sham stimulation condition did not reach significance
(<italic>p</italic>( &gt; .050).
        </p>
      </sec>
      <sec id="s3c">
        <title>Reflexive Error Rates During Antisaccade Blocks</title>
        <p>
       <xref ref-type="fig" rid="fig05">Figure 4</xref>  summarizes the reflexive error rates during
the antisaccade blocks. The mixed ANOVA revealed
that, although the data showed the expected trend for
higher reflexive error rates in older compared to young
adults, the main effect of age group did not approach
significance, <italic> F</italic>(1, 28) = 1.252, <italic>p</italic> = .273, <italic>r</italic> = .207, which
could be due to the small sample size in the older age
group (n = 10). Of specific relevance here, the expected
two-way interaction between stimulation condition and
saccade direction did not approach significance, <italic> F</italic>(2, 56)
= 1.731, <italic>p</italic> = .194, <italic>r</italic> = .241, which indicates that the
different stimulation conditions did not differentially
influence contralateral versus ipsilateral reflexive errors. In
addition, stimulation condition and saccade direction did
not interact with age group, <italic> F</italic>(2, 56) = 0.381, <italic>p</italic> = .685, <italic>r</italic>
= .114, which suggests that the lack of stimulation effects
applies to both age groups. As shown in Figure-04, the
pattern of reduced reflexive error rates contralaterally
relative to ipsilaterally emerged in all three stimulation
conditions, including sham, in both age groups. No other
main effects or interactions approached significance (all
<italic>p</italic>s &gt; .100). Paired-samples <italic>t</italic> tests confirmed no ipsilateral
versus contralateral performance differences in the active
FEF stimulation condition and no differences in either
active stimulation condition (FEF or DLPFC) relative to
the sham stimulation condition (all <italic>p</italic>s &gt; .100); however,
fewer reflexive errors were made toward contralateral
than ipsilateral saccade signals in the active DLPFC
stimulation condition (<italic>p</italic>( = .036; see Table S1 for details),
but this asymmetry is unlikely to reflect the tDCS given
that performance in the active DLPFC stimulation
condition did not differ from performance in the sham
condition and moreover that contralateral reflexive error rates
were higher in the active DLPFC condition (10.2%) than
in the sham condition (9.2%). Separate consideration of
each age group showed no ipsilateral versus contralateral
latency differences in either active stimulation condition
and no differences relative to the sham stimulation
condition (all <italic>p</italic>s &gt; .100; see Table S2 for details).
        </p>
		<fig id="fig05" fig-type="figure" position="float">
					<label>Figure 4</label>
					<caption>
						 <p>Figure-04. Reflexive error rates toward antisaccade signals
positioned ipsilateral or contralateral to the stimulated
hemisphere for each stimulation condition in each age group. The
same pattern arose for all three stimulation conditions,
indicating that neither of the active stimulation conditions was
effective at improving suppression of unwanted reflexive
prosaccades. Bars indicate standard errors.</p>
						</caption>
					<graphic id="graph05" xlink:href="jemr-10-03-e-figure-05.png"/>
				</fig>	

		
		
       
      </sec>
    </sec>
    <sec id="s4">
      <title>Discussion</title>
      <p>
        Using a more clinically practical protocol, the current
study tested whether anodal tDCS over the FEF can
induce oculomotor benefits similar to those reported in
young adults in Kanai, Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        ), and in addition
assessed whether applying anodal tDCS over DLPFC
might also benefit oculomotor behavior and whether
these benefits extend to older adults, who are known to
have saccadic eye movement control deficits (
        <xref ref-type="bibr" rid="R13">13</xref>
        ).
Overall the results revealed no evidence of oculomotor
benefits following anodal tDCS, despite the sample size in the
current study exceeding that used in Kanai, Muggleton
(
        <xref ref-type="bibr" rid="R2">2</xref>
        ). Specifically, group analyses showed no differences in
the active stimulation conditions relative to sham
stimulation, and an asymmetry in saccadic eye movement
behavior arose only in the active DLPFC stimulation condition
(for reflexive errors in the full mixed-age sample), but
this did not reflect better performance relative to sham
performance, and the sham condition showed a similar
pattern. Analyses of individual participants backed up the
null results at the group level, with significant effects
relative to sham stimulation occurring in less than 5% of
the participants (which is consistent with chance levels,
as alpha was set to .05). These results indicate that neither
active stimulation site (FEF or DLPFC) afforded better
saccadic eye movement control. The absence of
oculomotor benefits arose in both age groups, despite the older
adults exhibiting the expected saccadic eye movement
control deficits that indicate ample room for
improvement. These negative outcomes indicate that the clinically
practical protocol utilized in the current study was
ineffective.
      </p>
      <p>
        One of the main findings reported in Kanai,
Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        ) was that anodal tDCS over the FEF
reduced reflexive error rates toward contralateral relative to
ipsilateral antisaccade signals. This pattern was also
demonstrated in the current study, although the
asymmetry did not reach significance. However, as shown in
Figure 4, the same pattern also occurred in the sham
stimulation condition. Given that Kanai, Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        )
did not include a sham stimulation condition, it is not
possible to determine whether the lower rate of
contralateral versus ipsilateral reflexive errors occurred as a result
of the tDCS. To determine this, one would need to
replicate the protocol used in Kanai, Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        ) with the
addition of a sham stimulation condition. The fact that the
current study showed similar asymmetric patterns in the
active and sham conditions highlights the need for a sham
control comparison condition to confirm whether any
observed asymmetries are specifically attributable to
tDCS. The other main finding reported in Kanai,
Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        ) is that anodal tDCS over the FEF
shortened prosaccade latencies contralateral versus ipsilateral
to the stimulated hemisphere. This pattern was not
demonstrated in the current study in either age group (see
Figure 2). Furthermore, none of the older adults and
only three of the 20 young adults showed this pattern, and
only one of these three reached significance when
compared with sham stimulation, which was not assessed in
Kanai, Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        ).
      </p>
      <p>
        A number of factors could potentially explain the
discrepant outcomes. One of the main differences in the
design of the current study relative to Kanai, Muggleton
(
        <xref ref-type="bibr" rid="R2">2</xref>
        ) was the lack of precise localization of the FEF. To
speed application to better suit clinical environments, in
the current study we simplified the tDCS protocol by
using basic EEG-based measurements to position the FEF
electrode, in accordance with Ro, Cheifet (
        <xref ref-type="bibr" rid="R24">24</xref>
        ) and Ro,
Farne (
        <xref ref-type="bibr" rid="R25">25</xref>
        ). However, there were several other design
differences that may have influenced the results. For
example, the saccade paradigm used in the current study
(adapted from 30) differed from that used in Kanai,
Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        ), in that in their study permanent boxes
marked the possible saccade signal locations (where as
the saccade signal locations were unmarked in the current
study), the fixation dot overlapped with the saccade
signal (where as the fixation dot disappeared when the
saccade signal appeared in the current study), the fixation
duration varied from 300-700 ms (700-1500 ms in the
current study), the response period varied from 50-400
ms (50-1500 ms in the current study), the saccade
velocity threshold was 28.6&#xB0;/s (50&#xB0;/s in the current study), and
eye position was sampled at 250 Hz (1100 Hz in the
current study). Also, the reference electrode was placed
on the shoulder (deltoid muscle) in Kanai, Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        )
but on the upper arm in the current study. Although these
design differences may have influenced the results, none
of these design differences should affect performance
asymmetrically, and thus they cannot explain
asymmetries present in Kanai, Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        ) but not in the
current study. Hence, the use of basic measurements to
position the electrodes seems the most likely factor
underpinning the discrepant results.
      </p>
      <p>
        The lack of benefits in older adults came as a
particular surprise given that they have far more room for
improvement and past research indicates that tDCS can
confer greater benefits in older adults (
        <xref ref-type="bibr" rid="R19">19</xref>
        ). One factor
that may have contributed to the failure to induce
improvements in saccadic eye movement control in the
older adults pertains to age-related increases in cerebral
spinal fluid (
        <xref ref-type="bibr" rid="R35">35</xref>
        ), which can attenuate electric field
strength (
        <xref ref-type="bibr" rid="R36">36</xref>
        ). Another factor that may have reduced the
chances of inducing benefits in the older adults is that the
tDCS protocol used may not suit older adults due to
agerelated changes in brain activation patterns (
        <xref ref-type="bibr" rid="R37">37</xref>
        ). As
reviewed in Dayan, Censor (
        <xref ref-type="bibr" rid="R38">38</xref>
        ), small electrodes stimulate
more focally, which can be beneficial in some
circumstances. However, given that older adults normally show
widespread prefrontal activation not seen in young adults
especially when engaged in higher level cognitive
processing (see 13, for a review), focal stimulation may not
be optimal to induce pervasive physiological changes
necessary to enhance saccadic eye movement control in
older adults.
      </p>
      <p>
        Another factor that may have contributed more
generally to the lack of tDCS effects pertains to the spatial
distribution of the induced electric field. As demonstrated
in Moliadze, Antal (
        <xref ref-type="bibr" rid="R39">39</xref>
        ), the reference electrode
positioning determines the direction of current flow whilst the
distance between the electrodes determines where the
peak electric field is focused. Given that current passes
between the two electrodes, an anode placed over the
frontal region and a cathode (i.e., reference electrode)
placed over the deltoid muscle or upper arm leads to the
current flowing in from the anodal electrode site, passing
through the brainstem and the spinal cord, and diffusing
at the site of the reference electrode (
        <xref ref-type="bibr" rid="R40">40</xref>
        ). This tDCS
montage, used in the current study and in Kanai,
Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        ), should have resulted in the electric field
concentration (i.e., the &#x201C;hotspot&#x201D;) being distributed
outside of prefrontal regions, roughly around the neck
region. Thus, the electrode positions used here and in
Kanai, Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        ) may not be optimal for inducing
physiological changes in prefrontal regions.
      </p>
      <p>
        With respect to developing a tDCS protocol that is
more likely to induce physiological changes required to
improve functioning, especially in older adults, future
studies should take into consideration using a
contralateral encephalic reference electrode (e.g., over the
forehead or cheek), which should optimize the electric field
in prefrontal regions (
        <xref ref-type="bibr" rid="R41">41</xref>
        ). This arrangement, usually
involving a large active electrode over prefrontal cortex
combined with a contralateral encephalic reference
electrode, has shown promise in a large number of studies
that reported improvements in non-oculomotor cognitive
functions in older adults (
        <xref ref-type="bibr" rid="R42 R43">42, 43</xref>
        ). This more typical
montage may be worthy of assessment in relation to
oculomotor functions as well.
      </p>
    </sec>
    <sec id="s5">
      <title>Conclusions</title>
      <p>
        In conclusion, the current study found no evidence
that anodal tDCS over frontal subregions improves
saccadic eye movement behavior. The failure to produce
benefits using a more clinically practical protocol,
adapted from Kanai, Muggleton (
        <xref ref-type="bibr" rid="R2">2</xref>
        ), suggests that
localization of the FEF may be necessary for this
smallelectrode tDCS protocol to be effective. Future efforts to
develop a clinically practical protocol should consider
using a larger active electrode and positioning the active
and reference electrodes such that the maximally
stimulated brain regions are relevant to the functions targeted
in the population under study. In addition, a sham
stimulation control condition should always be included to
enable confirmation that any apparent benefits in active
stimulation conditions are attributable to the tDCS.
      </p>
      <sec id="s5a" sec-type="COI-statement">
        <title>Ethics and Conflict of Interest</title>
        <p>The authors declare that the contents of the article are
in agreement with the ethics described in
http://biblio.unibe.ch/portale/elibrary/BOP/jemr/ethics.ht
ml and that there is no conflict of interest regarding the
publication of this paper.</p>
      </sec>
      <sec id="s5b">
        <title>Acknowledgements</title>
        <p>This research was supported by the University of
Otago and the Neurological Foundation of New Zealand
(grant number 1410-SPG).</p>
      </sec>
    </sec>
	
	
	
	
    <sec id="sec-6">
      <title>Appendix</title>
    
	<fig id="fig06" fig-type="figure" position="float">
					<label>Table 2</label>
					<caption>
						 <p>Table 2.Group t-test results: <italic>t,p,</italic> and <italic>Cohen&#x2019;s d</italic> for each comparison in young (<italic>n</italic>=20) and older (<italic>n</italic>=10) adults.</p>
						</caption>
					<graphic id="graph06" xlink:href="jemr-10-03-e-figure-06.png"/>
				</fig>	
	
	
	
	
	</sec>
	
	
	
	
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