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High-Frequency Ipsilesional versus Low-Frequency Contralesional Transcranial Magnetic Stimulation after Stroke: Differential Effects on Ipsilesional Upper Extremity Motor Recovery

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Background and Objectives: Stroke is a major cause of death and disability worldwide; therefore, transcranial magnetic stimulation (TMS) is being widely studied and clinically applied to improve motor deficits in the affected arm. However, recent studies indicate that the function of both arms can be affected after stroke. It currently remains unknown how various TMS methods affect the function of the ipsilesional upper extremity. Materials and Methods: Thirty-five subacute stroke patients with upper extremity motor deficits were enrolled in this study and randomly allocated into three groups, receiving either (1) low-frequency rTMS over the contralesional hemisphere; (2) high-frequency rTMS over the ipsilesional hemisphere; or (3) no stimulation. Experimental groups received 10 rTMS sessions over two weeks alongside standard rehabilitation, and the control group received the same procedures except for rTMS. Both affected and unaffected upper extremity motor function was evaluated using hand grip strength and Functional Independence Measure (FIM) tests before and after rehabilitation (7 weeks apart). Results: All groups showed significant improvement in both the affected and unaffected hand grip and FIM scores (p < 0.05). HF-rTMS led to a notably higher increase in unaffected hand grip strength than the control group (p = 0.007). There was no difference in the improvement in affected upper extremity motor function between the groups. The FIM score increase was lower in the control group compared to experimental groups, although not statistically significant. Conclusions: This study demonstrates the positive effect of ipsilesional HF-rTMS on the improvement in unaffected arm motor function and reveals the positive effect of both LF- and HF-rTMS on the affected upper extremity motor function recovery.
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Citation: Petruseviciene, L.; Sack,
A.T.; Kubilius, R.; Savickas, R.
High-Frequency Ipsilesional versus
Low-Frequency Contralesional
Transcranial Magnetic Stimulation
after Stroke: Differential Effects on
Ipsilesional Upper Extremity Motor
Recovery. Medicina 2023,59, 1955.
https://doi.org/10.3390/medicina
59111955
Received: 6 October 2023
Revised: 29 October 2023
Accepted: 1 November 2023
Published: 6 November 2023
Copyright: © 2023 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/).
medicina
Article
High-Frequency Ipsilesional versus Low-Frequency
Contralesional Transcranial Magnetic Stimulation after Stroke:
Differential Effects on Ipsilesional Upper Extremity
Motor Recovery
Laura Petruseviciene 1, 2, *, Alexander T. Sack 3, Raimondas Kubilius 1,2 and Raimondas Savickas 1,2
1Department of Rehabilitation, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania;
raimondas.kubilius@lsmuni.lt (R.K.); raimondas.savickas@lsmuni.lt (R.S.)
2Department of Physical Medicine and Rehabilitation, Hospital of Lithuanian University of Health Sciences
Kaunas Clinics, 50161 Kaunas, Lithuania
3Faculty of Psychology and Neuroscience, Maastricht University, 6229 ER Maastricht, The Netherlands;
a.sack@maastrichtuniversity.nl
*Correspondence: laura.petruseviciene@lsmu.lt; Tel.: +37-037-327-182
Abstract:
Background and Objectives: Stroke is a major cause of death and disability worldwide;
therefore, transcranial magnetic stimulation (TMS) is being widely studied and clinically applied to
improve motor deficits in the affected arm. However, recent studies indicate that the function of both
arms can be affected after stroke. It currently remains unknown how various TMS methods affect
the function of the ipsilesional upper extremity. Materials and Methods: Thirty-five subacute stroke
patients with upper extremity motor deficits were enrolled in this study and randomly allocated into
three groups, receiving either (1) low-frequency rTMS over the contralesional hemisphere; (2) high-
frequency rTMS over the ipsilesional hemisphere; or (3) no stimulation. Experimental groups received
10 rTMS sessions over two weeks alongside standard rehabilitation, and the control group received
the same procedures except for rTMS. Both affected and unaffected upper extremity motor function
was evaluated using hand grip strength and Functional Independence Measure (FIM) tests before
and after rehabilitation (7 weeks apart). Results: All groups showed significant improvement in both
the affected and unaffected hand grip and FIM scores (p< 0.05). HF-rTMS led to a notably higher
increase in unaffected hand grip strength than the control group (p= 0.007). There was no difference
in the improvement in affected upper extremity motor function between the groups. The FIM score
increase was lower in the control group compared to experimental groups, although not statistically
significant. Conclusions: This study demonstrates the positive effect of ipsilesional HF-rTMS on
the improvement in unaffected arm motor function and reveals the positive effect of both LF- and
HF-rTMS on the affected upper extremity motor function recovery.
Keywords:
transcranial magnetic stimulation; stroke rehabilitation; affected upper extremity; unaf-
fected upper extremity; neurorehabilitation
1. Introduction
Stroke remains the second leading cause of death [
1
] and one of the leading causes of
severe long-term adult disability worldwide [
2
,
3
]. The incidence rate of stroke increased
almost twice during the past three decades, affecting 12.2 million people annually world-
wide [
1
]. Moreover, due to an increase in conventional stroke risk factors across the entire
age range, such as hypertension, hyperlipidemia, smoking, and obesity, there has been
an increase in stroke incidence in the young [
3
]. Approximately 80% of stroke survivors
suffer from impaired upper extremity motor function [
4
,
5
]. Only 30% to 50% of these stroke
survivors regain functional hand movements within six months after stroke [
5
,
6
] and the
majority are left with disabling neurological deficits [
7
]. This emphasized the need for
Medicina 2023,59, 1955. https://doi.org/10.3390/medicina59111955 https://www.mdpi.com/journal/medicina
Medicina 2023,59, 1955 2 of 9
new, improved treatment options to better support the rehabilitation of these patients. To
address this need, scientists have increasingly focused on non-invasive brain stimulation
technologies capable of modulating brain excitability in order to improve motor deficits in
subacute and chronic stroke patients. One such method is repetitive transcranial magnetic
stimulation (rTMS), an established brain technique using electromagnetic stimulation to
assess and alter cortical excitability and network connectivity in the healthy and diseased
brain [5,6,8].
In a healthy brain, unilateral activation of the primary motor cortex (M1) induces in-
hibitory effects on contralateral M1 through transcallosal pathways [
9
]. The balance of this
interhemispheric inhibition (IHI) has been shown to be impaired after unilateral stroke [
10
].
As a consequence of damaged intracortical connections, contralesional M1 can be disin-
hibited due to reduced inter-hemispheric suppression from the damaged ipsilesional M1,
resulting in pathological overexcitability of the unaffected motor cortex. This disinhibition
of the unaffected hemisphere may directly affect motor function recovery [
9
,
11
,
12
]. De-
pending on the frequency with which rTMS is applied, cortical excitability can be either
suppressed or facilitated [
13
]. Low frequency (
1 Hz, low-frequency (LF)-rTMS) has been
shown to reduce and high frequency (>1 Hz, high-frequency (HF)-rTMS) has been shown
to increase the excitability of the targeted brain region [
13
,
14
]. Following this rationale, it
has previously been shown that both LF-rTMS applied to the contralesional hemisphere as
well as HF-rTMS applied to the ipsilesional hemisphere can have a positive effect on the
affected contralesional upper extremity motor function recovery after ischemic stroke. It,
however, remains largely unclear which of these two different protocols (LF versus HF)
applied to which hemisphere (ipsilesional or contralesional) is the most effective [
13
,
15
18
].
Interestingly and also following the logic of inter-hemispheric suppression, effects of either
rTMS protocol should not exclusively be monitored for the affected limb contralateral to
the site of the lesion, but should also include assessing possible effects on the ipsilesional
arm function.
An increasing number of studies indicate that the function of the ipsilesional arm is
also affected after unilateral stroke likely because 10% to 15% of corticospinal pathways run
uncrossed through the spinal cord to the end muscles [
19
,
20
]. Yet, in stroke rehabilitation,
little focus has been targeted toward the ipsilesional arm function and the impact of its
deficit on functional independence [
19
,
21
], nor did the previous rTMS studies systematically
report effects on both affected and unaffected arm function.
This present study aimed to evaluate the relative effect of different rTMS treatment
approaches (LF versus HF) on both ipsilesional and contralesional extremity motor func-
tion recovery in subacute stroke patients in the context of a treatment such as a usual
rehabilitation program.
2. Materials and Methods
2.1. Participants
Thirty-five subacute stroke patients with upper extremity motor deficits were enrolled
in this study according to the following criteria: (1) ischemic stroke of the middle cerebral
artery (MCA) or ischemic vertebrobasilar (VB) stroke, confirmed through instrumental
tests (CT, MRI); (2) acute hemiplegia/hemiparesis, hand motor deficit, muscle
strength 4
points (as assessed by the Lovett scale); (3) time after the stroke before inclusion in this
study is no more than 1 month; (4) no severe deficit in cognitive functional (a Mini-Mental
State Examination (MMSE)
18 points); (5) no contraindications of rTMS; and (6) 18 years
and older. Exclusion criteria were as follows: (1) patients with implanted ferromagnetic
or other metal devices sensitive to a magnetic field in the head or neck area; cochlear
implants; implanted neurostimulators, pacemakers, or drug delivery pumps; (2) complete
aphasia or severe cognitive impairment (a Mini-Mental State Examination (MMSE) < 18
points); (3) taking tricyclic antidepressants, neuroleptics, or benzodiazepines; (4) previous
skull fractures or other head injuries with loss of consciousness; (5) history of epilepsy or
Medicina 2023,59, 1955 3 of 9
seizures; (6) spasticity of the upper limb (Ashworth scale > 2); and (7) pregnancy. This
study was conducted in accordance with the Declaration of Helsinki [22].
This study was approved by Kaunas Regional Biomedical Research Ethics Committee
(No: BE-2-86). All participants gave informed consent before the experiment.
In this study, we present findings derived from an ongoing clinical trial registered on
clinicaltrials.gov, ID: NCT05646134.
2.2. Study Design
Based on a randomized, single-blind controlled trial, all patients who were admitted
to the Neurorehabilitation department between December 2021 and December 2022 and
met the inclusion criteria were enrolled in this study and were randomly allocated into
three groups, receiving either (1) low-frequency rTMS over contralesional hemisphere;
(2) high-frequency rTMS over ipsilesional hemisphere; or (3) no stimulation. As none
of the patients had undergone TMS treatment before, individuals in the experimental
groups were blinded to their group allocation. All participants in the experimental groups
received 10 sessions of rTMS over two weeks along with routine rehabilitation procedures:
physiotherapy and occupational therapy for both affected and less affected arms, massage
of the affected extremities, electrostimulation, and psychological consultations. Participants
in the control group received the same procedures except for rTMS treatment. Both affected
and unaffected upper extremity motor function was evaluated through the hand grip
strength [
23
] test performed using a digital hand-held dynamometer at the beginning and
the end of rehabilitation (7 weeks apart). In addition, the Functional Independence Measure
(FIM) test [
24
] was performed before and after the rehabilitation to evaluate the functional
independence of participants.
2.3. Intervention
Repetitive transcranial magnetic stimulation procedures were performed using a
Magstim
®
Rapid2 stimulator (Software number: 3473, Version: V13.0), equipped with an
eight-figure coil. At the beginning of the procedure, the primary motor cortex (M1) and
resting motor threshold (RMT) were established. A resting motor threshold (RMT) was
defined as the lowest intensity that could elicit any time-locked movement caudal to the
wrist in five out of ten trials [
14
]. In the LF-RTMS group, stimulation was performed at 1 Hz,
80% of RMT, over the M1 of the contralesional hemisphere, applying a total of 1200 pulses
(10 trains, 120 pulses per train, intertrain interval 20 s). In the HF-RTMS group, stimulation
was performed at 10 Hz, 80% of RMT, over the M1 of the ipsilesional hemisphere in a
total of 1200 pulses (30 trains, 40 pulses per train, intertrain interval 20 s). Subjects in the
control group did not receive rTMS intervention. All participants received the same routine
rehabilitation procedures: physiotherapy, occupational therapy, massage of the affected
extremities, electrostimulation, and psychological consultations.
2.4. Statistical Analysis
Statistical analysis of the data was performed using the statistical software package
IBM SPSS 22.0. When analyzing the data, descriptive numerical characteristics were
calculated: the number of cases, median, and 25th–75th percentiles (Q1–Q3). Qualitative
non-parametric criteria were assessed using the chi-square (
χ2
) test, and quantitative non-
parametric criteria were assessed using the Kruskal–Wallis test. The significance was set at
p< 0.05.
3. Results
Forty-eight patients with a history of first-ever unilateral ischemic stroke, admitted
at the Neurorehabilitation department of the Hospital of Lithuanian University of Health
Sciences Kaunas Clinics for standard stroke rehabilitation from December 2021 to December
2022, were screened for inclusion in this study. Thirty-five patients that met the criteria and
gave written informed consent were enrolled in this study and randomly allocated into
Medicina 2023,59, 1955 4 of 9
three groups: (1) contralesional LF-rTMS (n= 11), (2) ipsilesional HF-rTMS (n= 13), and
a control group (n= 11). A flow chart showing inclusion into this study is presented in
Figure 1.
Medicina 2023, 59, x FOR PEER REVIEW 4 of 9
3. Results
Forty-eight patients with a history of rst-ever unilateral ischemic stroke, admied
at the Neurorehabilitation department of the Hospital of Lithuanian University of Health
Sciences Kaunas Clinics for standard stroke rehabilitation from December 2021 to
December 2022, were screened for inclusion in this study. Thirty-ve patients that met the
criteria and gave wrien informed consent were enrolled in this study and randomly
allocated into three groups: (1) contralesional LF-rTMS (n = 11), (2) ipsilesional HF-rTMS
(n = 13), and a control group (n = 11). A ow chart showing inclusion into this study is
presented in Figure 1.
Figure 1. Study ow chart.
Demographic characteristics and baseline values between the groups are
summarized in Table 1. There were no signicant dierences among the groups.
Table 1. Demographic characteristics of subjects among the groups.
Variables LF-rTMS (n = 11) HF-rTMS (n = 13) Control (n = 11) p Value
Age, years,
median (Q1–Q3) 64.00 (54.00–76.00) 66.00 (60.00–71.00) 76.00 (71.00–82.00) 0.07
Gender,
Male/Female 7/4 9/4 5/6 0.47
Stroke location,
MCA/vertebrobasilar 10/1 11/2 9/2 0.82
Affected side,
Right/left 7/4 5/8 7/4 0.35
RMT,
median (Q1–Q3) 55.00 (50.00–60.00) 51.00 (39.00–59.00) - 0.39
Unaffected upper
extremity hand grip
strength, kg,
median (Q1–Q3)
32.00 (29.00–40.00) 36.00 (23.00–44.00) 22.00 (17.00–36.00) 0.11
Figure 1. Study flow chart.
Demographic characteristics and baseline values between the groups are summarized
in Table 1. There were no significant differences among the groups.
Table 1. Demographic characteristics of subjects among the groups.
Variables LF-rTMS (n= 11) HF-rTMS (n= 13) Control (n= 11) pValue
Age, years,
median (Q1–Q3) 64.00 (54.00–76.00) 66.00 (60.00–71.00) 76.00 (71.00–82.00) 0.07
Gender,
Male/Female 7/4 9/4 5/6 0.47
Stroke location,
MCA/vertebrobasilar 10/1 11/2 9/2 0.82
Affected side,
Right/left 7/4 5/8 7/4 0.35
RMT,
median (Q1–Q3) 55.00 (50.00–60.00) 51.00 (39.00–59.00) - 0.39
Unaffected upper
extremity hand grip
strength, kg,
median (Q1–Q3)
32.00 (29.00–40.00) 36.00 (23.00–44.00) 22.00 (17.00–36.00) 0.11
Affected upper extremity
hand grip strength, kg,
median (Q1–Q3)
0.00 (0.00–2.00) 3.00 (0.00–12.00) 4.00 (0.00–18.00) 0.21
FIM, score,
median (Q1–Q3) 38.00 (34.00–47.00) 44.00 (35.00–55.00) 32.00 (22.00–47.00) 0.15
Medicina 2023,59, 1955 5 of 9
There were no differences among groups before treatment with regard to unaffected
upper extremity hand grip strength (p= 0.11), affected upper extremity hand grip strength
(p= 0.12), and FIM score (p= 0.15). After the treatment, both affected and unaffected upper
extremity hand grip and FIM scores were significantly improved in all groups (p< 0.05).
The exact numbers and pvalues are presented in Table 2.
Table 2.
Motor tests and functional independence test variables of subjects among the groups before
and after the rehabilitation.
Test Group Before After pValue
Unaffected upper extremity hand grip
strength, kg,
median (Q1–Q3)
LF-rTMS (n= 11) 32.00 (29.00–40.00) 41.00 (30.00–48.00) 0.003
HF-rTMS (n= 13) 36.00 (23.00–44.00) 49.00 (30.00–54.00) 0.001
Control (n= 11) 22.00 (17.00–36.00) 24.00 (19.00–38.00) 0.010
Affected upper extremity hand grip
strength, kg,
median (Q1–Q3)
LF-rTMS (n= 11) 0.00 (0.00–2.00) 9.00 (0.00–19.00) 0.018
HF-rTMS (n= 13) 3.00 (0.00–12.00) 9.00 (3.00–21.00) 0.005
Control (n= 11) 4.00 (0.00–18.00) 15.00 (3.00–30.00) 0.011
FIM, score,
median (Q1–Q3)
LF-rTMS (n= 11) 38.00 (34.00–47.00) 78.00 (59.00–88.00) 0.003
HF-rTMS (n= 13) 44.00 (35.00–55.00) 80.00 (72.00–101.00) 0.001
Control (n= 11) 32.00 (22.00–47.00) 62.00 (45.00–72.00) 0.003
Unaffected upper extremity hand grip strength significantly increased more in the
HF-rTMS group compared to the control group (p= 0.007). There was no difference in the
improvement in affected upper extremity motor function between the groups. The FIM
score increased the least in the control group compared to both LF- and HF-rTMS groups,
although the differences were not statistically significant. The exact numbers and pvalues
are presented in Table 3.
Table 3.
Motor tests and functional independence test changes among the groups before and after
the rehabilitation.
Variables LF-rTMS (n= 11) HF-rTMS (n= 13) Control (n= 11) pValue
Unaffected upper extremity hand
grip strength, kg,
median (Q1–Q3)
4.00 (2.00–11.00) 8.00 (5.00–12.00) * 2.00 (0.00–2.00) * 0.007
Affected upper extremity hand
grip strength, kg,
median (Q1–Q3)
9.00 (0.00–10.00) 4.00 (1.00–7.00) 4.00 (0.00–12.00) 0.95
FIM, score,
median (Q1–Q3) 35.00 (22.00–49.00) 38.00 (29.00–48.00) 25.00 (15.00–40.00) 0.11
*—statistical significance.
4. Discussion
In this study, we aimed to evaluate which of the currently applied brain stimulation
approaches for motor stroke rehabilitation is more effective, using high-frequency rTMS
to increase the excitability of the affected ipsilesional hemisphere, or using low-frequency
rTMS to reduce the disinhibited hyperactivity within the unaffected contralesional hemi-
sphere. To this end, we directly compared those two approaches with a control group not
receiving brain stimulation in the rehabilitation program for subacute stroke. Also, we
systematically assessed effects of rTMS on both the ipsilesional and contralesional upper
extremities motor function.
A significantly improved motor function of both affected and unaffected upper extrem-
ities and functional independence were observed in all groups after 7 weeks of rehabilitation.
However, opposite from what was expected, none of the two rTMS approaches signifi-
cantly added an additional improvement in upper extremity motor function or functional
independence when applied as an add-on therapy to the standard rehabilitation program
Medicina 2023,59, 1955 6 of 9
(control group). Yet, we analyzed the rTMS effect on top of an already effective stroke
rehabilitation program; hence, it is more difficult to obtain significant findings. Importantly,
we found that HF-rTMS (10 Hz) applied to the ipsilesional hemisphere significantly im-
proved the unaffected upper extremity hand grip strength compared to the control group.
This is intriguing and potentially relevant as we were unable to identify other studies
that found motor function improvements of the unaffected upper extremity after a course
of rTMS treatment, as we report here. Most previous rTMS studies either evaluated the
motor function of only the affected arm [
15
,
16
,
25
28
] or did not observe any significant
differences in unaffected upper extremity motor recovery [
16
,
29
]. Despite the fact that
rTMS has been poorly investigated on ipsilesional arm motor recovery after stroke, our
findings suggest that it might be an effective treatment of both affected and unaffected
upper extremities. This nicely aligns with the increasing number of studies indicating
ipsilesional upper extremity impairments after stroke [
19
], and the recent suggestion that
the grip strength of the unaffected arm might be a predictor for short-term motor recovery
after stroke with motor training of the unaffected arm having a significant correlation with
the functional outcome [30].
After unilateral stroke, the affected side of the brain can cause dysfunction in both
contralesional and ipsilesional arms. It is believed to occur because approximately 10% to
15% of corticospinal pathways travel uncrossed directly from the brain to the end muscles
of the body. The other reason is a phenomenon known as diaschisis, in which a weakened
connection between two areas of the brain caused by damage to one area can lead to
reduced function in the other area [
19
]. While not as obvious as contralesional deficits,
ipsilesional deficits can have a major impact on post-stroke functional recovery since during
many activities of daily living, both limbs are required, and the presence of ipsilesional
impairments can further hinder an individual’s ability to complete these tasks [
19
,
31
].
Additionally, it is acknowledged that ipsilesional arm dysfunction is closely related to the
severity of the stroke, as the higher the damage to the brain, the more likely decreased
ipsilesional function is caused [
21
], as well as with lateralization of the stroke, as a subject
with a stroke in the right hemisphere more often suffers from reduced motor function of
both contra- and ipsilesional arms [
21
,
32
]. However, impaired function of the ipsilesional
arm after a unilateral stroke is often overlooked and consequently left untreated [
31
,
33
,
34
].
Our study shows that ipsilesional HF-rTMS has a significantly better effect on un-
affected upper extremity motor recovery than both LF-rTMS and sham stimulation. We
believe that the primary cause of this outcome is likely diaschisis, which occurs because of
damaged nerve fibers. This damage leads to a reduction in secondary blood flow in the
hemisphere on the same side as the injury [
35
]. Regarding this phenomenon, excitatory
stimulation might increase blood flow, oxygen metabolic rate, cerebral glucose metabolic
rate, and other parameters in both hemispheres via neural connections, resulting in an
improved function of both upper extremities. Naturally, this raises the question if excitatory
rTMS over the intact cortex had even better results for motor recovery. We managed to
find only one study addressing this hypothesis [
36
]. The results of that study suggest
that the modulation of abnormal interhemispheric inhibition might be useful for patients
with mild motor dysfunction but may be less effective for those with severe deficits due to
extensive damage of transcallosal pathways. Therefore, the treatment that can stimulate
the compensatory effects might be superior to the treatment that modulates the excitability
of the brain cortex in severe stroke. However, if HF-rTMS has excitatory effects on both
hemispheres, does LF-rTMS have the opposite suppressor effect? Because LF decreases
the excitability of the intact cortex, some researchers anticipated that it could produce a
reverse effect on the unaffected upper extremity; however, a meta-analysis performed in
2014 ruled out this possible adverse effect, and to our knowledge, this question was not
discussed in future studies [
37
]. We also believe that LF-rTMS is safe for both affected and
unaffected upper extremity motor recovery. However, based on our current findings, it
might not have an impact on compensatory effects in the intact cortex and might thus not
improve ipsilesional arm function.
Medicina 2023,59, 1955 7 of 9
Similar to the results of other authors [
38
,
39
], in our study, the tendency of both LF-
and HF-rTMS treatment to increase the functional independence of patients was observed,
even though, in our case, there was no significant difference compared to the control group.
Our study was not free of limitations. We believe the absence of significantly better
results of both hand grip strength and Functional Independence Measure tests in experi-
mental groups was due to the small sample. Despite the small sample, we also performed
a small number of tests for upper extremity motor function evaluation. Even though grip
strength is considered to be a good indicator of hand function after stroke [
30
], more tests
should be performed since upper extremity function depends not only on muscle strength
but also on dexterity, spasticity, range of motion, and proprioception. Many scientists per-
form a Fugl Meyer Assessment for Upper Extremity (FMA-UE) and Wolf Motor Function
Test (WMFT) in stroke rehabilitation since both of these tests are stroke-specific. Still, FMA-
UE is believed to be more sensitive to changes during the rehabilitation process [
40
]. A
variety of other measures, like the Nine-Hole Peg Test, Box and Block test, Action Research
Arm Test, finger tapping, pinch strength, modified Rankin scale, and Barthel index, are
being used for evaluation of upper extremity motor function rehabilitation [
25
29
]. Every
test has its own benefits; therefore, using more outcome measures might be helpful for a
more accurate assessment of stroke rehabilitation. Moreover, rTMS is known to have a
great placebo effect for stroke patients [
41
], and we did not have an opportunity to control
this effect, since we did not apply sham stimulation for the control group. Furthermore, in
this study, we did not assess the impact of education, manual dominance, comorbidities,
and other baselines values that could have an impact on stroke rehabilitation effectiveness.
Assessing baseline values reduces variability, enables comparative analyses, monitors indi-
vidual responses, and upholds scientific rigor, all of which contribute to a comprehensive
and robust assessment of the intervention’s impact [42].
It is crucial to emphasize that although this study presents statistical trends and signif-
icance, understanding the clinical and practical implications of these findings necessitates
additional investigation. Further research is needed to assess this aspect.
5. Conclusions
In conclusion, this study demonstrated the possible effect of both LF- and HF-rTMS
on affected upper extremity motor function recovery in stroke patients. However, due
to the small sample and limited outcome measures, the results were insignificant. It also
showed the differential positive effect of HF-rTMS on the improvement in unaffected arm
motor function. This finding requires a better understanding of how rTMS may affect
the ipsilesional arm motor function after stroke, an area largely under-investigated in the
literature today. Further studies with larger, randomized, controlled samples are needed
for a better assessment of the efficacy and safety of rTMS for the recovery of both affected
and unaffected upper extremity motor function after a stroke.
Author Contributions:
Conceptualization, L.P., A.T.S., R.K. and R.S.; methodology, L.P., A.T.S., R.K.
and R.S.; validation, L.P., A.T.S. and R.S.; formal analysis, L.P.; investigation, L.P. and R.S.; resources,
L.P. and R.S.; data curation, L.P.; writing—original draft preparation, L.P.; writing—review and
editing, L.P., A.T.S., R.K. and R.S.; visualization, L.P.; supervision, A.T.S., R.K. and R.S.; project
administration, R.S. All authors have read and agreed to the published version of the manuscript.
Funding: This research received no external funding.
Institutional Review Board Statement:
The study was conducted in accordance with the Declaration
of Helsinki and approved by Kaunas Regional Biomedical Research Ethics Committee of Lithuanian
University of Health Sciences (protocol code BE-2-86; date of approval 14 October 2021).
Informed Consent Statement:
Informed consent was obtained from all subjects involved in the study.
Data Availability Statement:
The data presented in this study are available on request from the
corresponding author. The data are not publicly available due to privacy reasons.
Conflicts of Interest: The authors declare no conflict of interest.
Medicina 2023,59, 1955 8 of 9
References
1.
Feigin, V.L.; Brainin, M.; Norrving, B.; Martins, S.; Sacco, R.L.; Hacke, W.; Fisher, M.; Pandian, J.; Lindsay, P. World Stroke
Organization (WSO): Global Stroke Fact Sheet 2022. Int. J. Stroke 2022,17, 18–29. [CrossRef] [PubMed]
2. Herpich, F.; Rincon, F. Management of Acute Ischemic Stroke. Crit. Care Med. 2020,48, 1654–1663. [CrossRef] [PubMed]
3.
Iadecola, C.; Buckwalter, M.S.; Anrather, J. Immune responses to stroke: Mechanisms, modulation, and therapeutic potential. J.
Clin. Investig. 2020,130, 2777–2788. [CrossRef] [PubMed]
4.
Casanova, S.M.; Llorens, R.; Borrego, A.; Martínez, B.S.; Ano, P.S. Validity, reliability, and sensitivity to motor impairment severity
of a multi-touch app designed to assess hand mobility, coordination, and function after stroke. J. Neuroeng. Rehabil.
2021
,18, 70.
[CrossRef] [PubMed]
5.
O’Brien, A.T.; Bertolucci, F.; Torrealba-Acosta, G.; Huerta, R.; Fregni, F.; Thibaut, A. Non-invasive brain stimulation for fine motor
improvement after stroke: A meta-analysis. Eur. J. Neurol. 2018,25, 1017–1026. [CrossRef]
6.
Pollock, A.; Farmer, S.E.; Brady, M.C.; Langhorne, P.; Mead, G.E.; Mehrholz, J.; van Wijck, F. Interventions for improving upper
limb function after stroke. Cochrane Database Syst. Rev. 2014,11, CD010820. [CrossRef]
7.
Grefkes, C.; Fink, G.R. Recovery from stroke: Current concepts and future perspectives. Neurol. Res. Pract.
2020
,2, 17. [CrossRef]
8.
Neva, J.L.; Hayward, K.S.; Boyd, L.A. Therapeutic Effects of Repetitive Transcranial Magnetic Stimulation (rTMS) in Stroke. Wiley
Encycl. Health Psychol. 2020,1, 169–179.
9.
Niehaus, L.; Bajbouj, M.; Meyer, B.U. Impact of interhemispheric inhibition on excitability of the non-lesioned motor cortex after
acute stroke. Suppl. Clin. Neurophysiol. 2003,56, 181–186.
10.
Casula, E.P.; Pellicciari, M.C.; Bonnì, S.; Spanò, B.; Ponzo, V.; Salsano, I.; Giulietti, G.; Martino Cinnera, A.; Maiella, M.; Borghi,
I.; et al. Evidence for interhemispheric imbalance in stroke patients as revealed by combining transcranial magnetic stimulation
and electroencephalography. Hum. Brain Mapp. 2021,42, 1343–1358. [CrossRef]
11.
Takechi, U.; Matsunaga, K.; Nakanishi, R.; Yamanaga, H.; Murayama, N.; Mafune, K.; Tsuji, S. Longitudinal changes of motor
cortical excitability and transcallosal inhibition after subcortical stroke. Clin. Neurophysiol.
2014
,125, 2055–2069. [CrossRef]
[PubMed]
12.
Palareti, G.; Legnani, C.; Cosmi, B.; Antonucci, E.; Erba, N.; Poli, D.; Testa, S.; Tosetto, A.; the DULCIS. Comparison between
different D-Dimer cutoff values to assess the individual risk of recurrent venous thromboembolism: Analysis of results obtained
in the DULCIS study. Int. J. Lab. Hematol. 2016,38, 42–49. [CrossRef] [PubMed]
13.
Chen, Q.; Shen, D.; Sun, H.; Ke, J.; Wang, H.; Pan, S.; Fang, Q.; Su, M.; Wang, D.; Liu, H. Effects of coupling inhibitory
and facilitatory repetitive transcranial magnetic stimulation on motor recovery in patients following acute cerebral infarction.
NeuroRehabilitation 2021,48, 83–96. [CrossRef] [PubMed]
14. Luk, K.Y.; Ouyang, H.X.; Pang, M.Y.C. Low-Frequency rTMS over Contralesional M1 Increases Ipsilesional Cortical Excitability
and Motor Function with Decreased Interhemispheric Asymmetry in Subacute Stroke: A Randomized Controlled Study. Neural
Plast. 2022,2022, 3815357. [CrossRef]
15.
Du, J.; Yang, F.; Hu, J.; Hu, J.; Xu, Q.; Cong, N.; Liu, X.; Lu, G.; Zhang, Z.; Mantini, D.; et al. NeuroImage: Clinical Effects of high-
and low-frequency repetitive transcranial magnetic stimulation on motor recovery in early stroke patients: Evidence from a
randomized controlled trial with clinical, neurophysiological and functional imaging assess. NeuroImage Clin.
2018
,21, 101620.
[CrossRef] [PubMed]
16.
Dionísio, A.; Duarte, I.C.; Patrício, M.; Castelo-Branco, M. The Use of Repetitive Transcranial Magnetic Stimulation for Stroke
Rehabilitation: A Systematic Review. J. Stroke Cerebrovasc. Dis. 2018,27, 1–31. [CrossRef]
17.
Guo, Z.; Jin, Y.; Bai, X.; Jiang, B.; He, L.; McClure, M.A.; Mu, Q. Distinction of High- And Low-Frequency Repetitive Transcranial
Magnetic Stimulation on the Functional Reorganization of the Motor Network in Stroke Patients. Neural Plast.
2021
,2021, 8873221.
[CrossRef]
18.
Lefaucheur, J.P.; Aleman, A.; Baeken, C.; Benninger, D.H.; Brunelin, J.; Di Lazzaro, V.; Filipovi ´c, S.R.; Grefkes, C.; Hasan, A.;
Hummel, F.C.; et al. Evidence-based guidelines on the therapeutic use of repetitive transcranial magnetic stimulation (rTMS): An
update (2014–2018). Clin. Neurophysiol. 2020,131, 474–528. [CrossRef]
19.
Bustrén, E.; Sunnerhagen, K.S.; Murphy, M.A. Movement Kinematics of the Ipsilesional Upper Extremity in Persons with
Moderate or Mild Stroke. Neurorehabil. Neural Repair 2017,31, 376–386. [CrossRef]
20.
Kitsos, G.H.; Hubbard, I.J.; Kitsos, A.R.; Parsons, M.W. The Ipsilesional Upper Limb Can Be Affected following Stroke. Sci. World
J. 2013,2013, 684860. [CrossRef]
21.
Maenza, C.; Wagstaff, D.A.; Varghese, R.; Winstein, C.; Good, D.C.; Sainburg, R.L. Remedial Training of the Less-Impaired Arm in
Chronic Stroke Survivors with Moderate to Severe Upper-Extremity Paresis Improves Functional Independence: A Pilot Study.
Front. Hum. Neurosci. 2021,15, 645714. [CrossRef] [PubMed]
22.
World Medical Association. Declaration of Helsinki: Ethical Principles for Medical Research Involving Human Subjects. JAMA
2013,310, 2191–2194. [CrossRef] [PubMed]
23. Innes, E. Handgrip strength testing: A review of the literature. Aust. Occup. Ther. J. 1999,46, 120–140. [CrossRef]
24.
Heinemann, A.W.; Linacre, J.M.; Wright, B.D.; Hamilton, B.B.; Granger, C. Measurement characteristics of the Functional
Independence Measure. Top Stroke Rehabil. 1994,1, 1–15. [CrossRef]
Medicina 2023,59, 1955 9 of 9
25.
Li, J.; Meng, X.; Li, R.; Zhang, R.; Zhang, Z.; Du, Y. Effects of different frequencies of repetitive transcranial magnetic stimulation
on the recovery of upper limb motor dysfunction in patients with subacute cerebral infarction. Neural Regen. Res.
2016
,11,
1584–1590. [CrossRef]
26.
Khedr, E.M.; Etraby, A.E.; Hemeda, M.; Nasef, A.M.; Razek, A.A. Long-term effect of repetitive transcranial magnetic stimulation
on motor function recovery after acute ischemic stroke. Acta Neurol. Scand. 2010,121, 30–37. [CrossRef]
27.
Haghighi, F.M.; Yoosefinejad, A.K.; Shariat, A.; Bagheri, Z.; Rezaei, K. The Effect of High-Frequency Repetitive Transcranial
Magnetic Stimulation on Functional Indices of Affected Upper Limb in Patients with Subacute Stroke. J. Biomed. Phys. Eng.
2021
,
11, 175–184.
28.
Chang, W.H.; Kim, Y.H.; Bang, O.Y.; Kim, S.T.; Park, Y.H.; Lee, P.K. Long-term effects of rTMS on motor recovery in patients after
subacute stroke. J. Rehabil. Med. 2010,42, 758–764.
29.
Dafotakis, M.; Grefkes, C.; Eickhoff, S.B.; Karbe, H.; Fink, G.R.; Nowak, D.A. Effects of rTMS on grip force control following
subcortical stroke. Exp. Neurol. 2008,211, 407–412. [CrossRef]
30.
Cho, T.H.; Jeong, Y.J.; Lee, H.J.; Moon, H.I. Manual function of the unaffected upper extremity can affect functional outcome after
stroke. Int. J. Rehabil. Res. 2019,42, 26–30. [CrossRef]
31.
Semrau, J.A.; Herter, T.M.; Kenzie, J.M.; Findlater, S.E.; Scott, S.H.; Dukelow, S.P. Robotic Characterization of Ipsilesional Motor
Function in Subacute Stroke. Neurorehabil. Neural Repair 2017,31, 571–582. [CrossRef] [PubMed]
32. de Paiva Silva, F.P.; Freitas, S.M.S.F.; Banjai, R.M.; Alouche, S.R. Ipsilesional Arm Aiming Movements After Stroke: Influence of
the Degree of Contralesional Impairment. J. Mot. Behav. 2018,50, 104–115. [CrossRef] [PubMed]
33.
Kuczynski, A.M.; Kirton, A.; Semrau, J.A.; Dukelow, S.P. Bilateral reaching deficits after unilateral perinatal ischemic stroke: A
population-based case-control study. J. Neuroeng. Rehabil. 2018,15, 77. [CrossRef] [PubMed]
34.
Carvalho, D.B.; Freitas, S.M.S.F.; Alencar, F.A.D.; Silva, M.L.; Alouche, S.R. Performance of discrete, reciprocal, and cyclic
movements of the ipsilesional upper limb in individuals after stroke. Exp. Brain Res.
2020
,238, 2323–2331. [CrossRef] [PubMed]
35.
Zhang, M.; Cao, Y.; Wu, F.; Zhao, C.; Ma, Q.; Li, K.; Lu, J. Characteristics of cerebral perfusion and diffusion associated with
crossed cerebellar diaschisis after acute ischemic stroke. Jpn. J. Radiol. 2020,38, 126–134. [CrossRef]
36.
Wang, Q.; Zhang, D.; Zhao, Y.Y.; Hai, H.; Ma, Y.W. Effects of high-frequency repetitive transcranial magnetic stimulation over the
contralesional motor cortex on motor recovery in severe hemiplegic stroke: A randomized clinical trial. Brain Stimul.
2020
,13,
979–986. [CrossRef]
37.
Le, Q.; Qu, Y.; Tao, Y.; Zhu, S. Effects of repetitive transcranial magnetic stimulation on hand function recovery and excitability of
the motor cortex after stroke: A meta-analysis. Am. J. Phys. Med. Rehabil. 2014,93, 422–430. [CrossRef]
38.
Guan, Y.; Zhang, J.L.X.; Wu, S.; Du, H.; Cui, L.; Zhang, W. Effectiveness of repetitive transcranial magnetic stimulation (rTMS)
after acute stroke: A one-year longitudinal randomized trial. CNS Neurosci. Ther. 2017,23, 940–946. [CrossRef]
39.
Meng, Z.Y.; Song, W.Q. Low frequency repetitive transcranial magnetic stimulation improves motor dysfunction after cerebral
infarction. Neural Regen. Res. 2017,12, 610–613.
40.
Fu, T.; Wu, C.Y.; Lin, K.C.; Hsieh, C.J.; Liu, J.S.; Wang, T.N.; Ou-Yang, P. Psychometric comparison of the shortened Fugl-Meyer
Assessment and the streamlined Wolf Motor Function Test in stroke rehabilitation. Clin. Rehabil.
2011
,26, 1043–1047. [CrossRef]
41.
Jin, Y.; Pu, T.; Guo, Z.; Jiang, B.; Mu, Q. Placebo efect of rTMS on post-stroke motor rehabilitation: A meta-analysis. Acta Neurol.
Belg. 2021,121, 993–999. [CrossRef] [PubMed]
42.
Assmann, A.F.; Pocock, S.J.; Enos, L.E.; Kasten, L.E. Subgroup analysis and other (mis)uses of baseline data in clinical trials.
Lancet 2000,355, 1064–1069. [CrossRef] [PubMed]
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The ipsilesional arm of stroke patients often has functionally limiting deficits in motor control and dexterity that depend on the side of the brain that is lesioned and that increase with the severity of paretic arm impairment. However, remediation of the ipsilesional arm has yet to be integrated into the usual standard of care for upper limb rehabilitation in stroke, largely due to a lack of translational research examining the effects of ipsilesional-arm intervention. We now ask whether ipsilesional-arm training, tailored to the hemisphere-specific nature of ipsilesional-arm motor deficits in participants with moderate to severe contralesional paresis, improves ipsilesional arm performance and generalizes to improve functional independence. We assessed the effects of this intervention on ipsilesional arm unilateral performance [Jebsen–Taylor Hand Function Test (JHFT)], ipsilesional grip strength, contralesional arm impairment level [Fugl–Meyer Assessment (FM)], and functional independence [Functional independence measure (FIM)] (N = 13). Intervention occurred over a 3 week period for 1.5 h/session, three times each week. All sessions included virtual reality tasks that targeted the specific motor control deficits associated with either left or right hemisphere damage, followed by graded dexterity training in real-world tasks. We also exposed participants to 3 weeks of sham training to control for the non-specific effects of therapy visits and interactions. We conducted five test-sessions: two pre-tests and three post-tests. Our results indicate substantial improvements in the less-impaired arm performance, without detriment to the paretic arm that transferred to improved functional independence in all three posttests, indicating durability of training effects for at least 3 weeks. We provide evidence for establishing the basis of a rehabilitation approach that includes evaluation and remediation of the ipsilesional arm in moderately to severely impaired stroke survivors. This study was originally a crossover design; however, we were unable to complete the second arm of the study due to the COVID-19 pandemic. We report the results from the first arm of the planned design as a longitudinal study.
Article
Full-text available
Objective. To investigate the functional reorganization of the motor network after repetitive transcranial magnetic stimulation (rTMS) in stroke patients with motor dysfunction and the distinction between high-frequency rTMS (HF-rTMS) and low-frequency rTMS (LF-rTMS). Methods. Thirty-three subcortical stroke patients were enrolled and assigned to the HF-rTMS group, LF-rTMS group, and sham group. Each patient of rTMS groups received either 10.0 Hz rTMS over the ipsilesional primary motor cortex (M1) or 1.0 Hz rTMS over the contralesional M1 for 10 consecutive days. A resting-state functional magnetic resonance imaging (fMRI) scan and neurological examinations were performed at baseline and after rTMS. The motor network and functional connectivities intramotor network with the core brain regions including the bilateral M1, premotor area (PMA), and supplementary motor area (SMA) were calculated. Comparisons of functional connectivities and Pearson correlation analysis between functional connectivity changes and behavioral improvement were calculated. Results. Significant motor improvement was found after rTMS in all groups which was larger in two rTMS groups than in the sham group. The functional connectivities of the motor network were significantly increased in bilateral M1, SMA, and contralesional PMA after real rTMS. These changes were only detected in the regions of the ipsilesional hemisphere in the HF-rTMS group and in the regions of the contralesional hemisphere in the LF-rTMS group. Significantly changed functional connectivities of the intramotor network were found between the ipsilesional M1 and SMA and contralesional PMA, between contralesional M1 and contralesional SMA, between contralesional SMA and ipsilesional SMA and contralesional PMA in the HF-rTMS group in which the changed connectivity between ipsilesional M1 and contralesional PMA was obviously correlated with the motor improvement. In addition, the functional connectivity of the intramotor network between ipsilesional M1 and contralesional PMA was significantly higher in the HF-rTMS group than in the LF-rTMS group. Conclusion. Both HF-rTMS and LF-rTMS have a positive effect on motor recovery in patients with subcortical stroke and could promote the reorganization of the motor network. HF-rTMS may contribute more to the functional connectivity reorganization of the ipsilesional motor network and realize greater benefit to the motor recovery. 1. Introduction Interhemispheric imbalance and reduced interactions of neural activity and functional connectivity have been reported in both animal and human studies after stroke with motor dysfunction [1–4]. In addition, as the level of impairment increased, the network balance was more disrupted [5]. Therefore, the balance of the motor network between the two brain hemispheres is crucial for functional motor recovery of stroke patients [6]. Noninvasive brain stimulation, e.g., repetitive transcranial magnetic stimulation (rTMS), has been recognized as an effective strategy to facilitate motor recovery by enhancing/suppressing neural excitability of ipsilesional/contralesional hemispheres to restore interhemispheric balance [7–9]. Finally, these lead to cerebral plasticity and reorganization of the motor network of the damaged hemisphere. Numerous functional neuroimaging studies have confirmed that recovery of motor function after stroke is commonly attributed to cortical reorganization of both ipsilesional sensorimotor areas and contralesional motor areas [10–13]. This reorganization is adaptive and is gradually shifted during the process of regaining motor function in the affected limbs. Additionally, reorganization of the ipsilesional hemisphere is traditionally believed to be most important for successful recovery [14]. Findings from a study of low-frequency rTMS (LF-rTMS) over the contralesional primary motor cortex (M1) suggested that one single session of rTMS could transiently remodel the architecture of the disturbed motor network, reflected as reduced transcallosal influences and a restitution of ipsilesional functional connectivity, in particular, the effective connectivity between M1 and supplementary motor area (SMA) [15]. Another stroke study with long-term high-frequency rTMS (HF-rTMS) treatment observed increased interhemispheric functional connectivity between ipsilesional M1 and contralesional motor areas [16]. Dual-mode stimulation combined with transcranial direct current stimulation (tDCS) also detected noticeably increased interhemispheric connectivity in subacute stroke patients [17]. However, in these studies, the difference between HF-rTMS and LF-rTMS on the influence of functional reorganization of the motor network was still not clear. The relationship between motor network reorganization and motor improvement has not been clarified. Maybe the restoration of some part of the motor network showed greater contribution to the recovery of motor function than others. Therefore, to further clarify the reorganization of interhemispheric and intrahemispheric functional connectivity of the motor network and the relationship with motor recovery of rTMS, this study was aimed at investigating the connectivity changes between brain regions of the motor network after HF-rTMS or LF-rTMS. The comparison of the motor network changes after HF-rTMS and LF-rTMS was also conducted to ascertain their different modulation mechanisms on the motor network. We hypothesized that significantly increased functional connectivities and their correlation with motor improvement would be observed in some motor areas after HF-rTMS or LF-rTMS. The influence on the motor network may be distinct between them. 2. Materials and Methods 2.1. Participants Thirty-three right-handed stroke patients (mean age: 64.48, range 53-78 years) with motor deficits after a first-onset subcortical ischemic stroke in the territory of the left middle cerebral artery were enrolled from the Department of Neurology at the Second Clinical Medical College of North Sichuan Medical College (Nanchong, China) according to the following inclusion criteria: (1) right handedness, (2) ischemic lesion at the unilateral subcortical area confirmed by diffusion-weighted imaging (DWI), (3) showing unilateral motor dysfunction, (4) no history of neurological/psychiatric diseases, and (5) no contraindications of rTMS and MRI measurement. Exclusion criteria were as follows: (1) hemorrhagic stroke, (2) any other brain disorder or abnormalities, (3) history of drug dependency or psychiatric disorders, (4) severe white matter hyperintensity, (5) substantial head movement during the fMRI data acquisition according to the preprocessing result, and (6) contraindication to MRI and/or TMS. According to the Helsinki Declaration, this study was approved by the Ethics Committee of the Second Clinical Medical College of North Sichuan Medical College. This study was registered in the Chinese Clinical Trial Registry (ChiCTR-IOR-16008629) and reported following the guidelines of the Consolidated Standards of Reporting Trials (CONSORT) group. All participants gave informed consent before the experiment. 2.2. Study Design All stroke patients were enrolled at the acute stage with a subcortical lesion location encompassing the left internal capsule, basal ganglia, or corona radiate. These patients were assigned to the HF-rTMS group (11 subjects, five males and six females, mean age , range 58-75 years), LF-rTMS group (12 subjects, five males and seven females, mean age , range 53-78 years), and sham group (10 subjects, five males and five females, mean age , range 58-75 years). Each patient received rTMS daily for 10 consecutive days. An MRI scan and several comprehensive neurological examinations including the National Institutes of Health Stroke Scale (NIHSS), Fugl-Meyer Assessment (FMA), and Barthel Index (BI) were performed prior to the experiment and immediately after 10 days of rTMS. Based on these scales, the stroke severity, motor impairment, and daily living ability were evaluated. 2.3. Intervention After stroke, the equilibrium of cortical excitability between the two hemispheres is disrupted. This has shown decreased excitability of the ipsilesional hemisphere and increased excitability of the contralesional hemisphere [18]. Based on the interhemispheric competition model, previous studies have reported that the inhibitory rTMS on the contralesional hemisphere could increase excitability of the ipsilesional motor cortex by reducing excessive interhemispheric inhibition from the contralesional motor cortex [19, 20], whereas excitatory rTMS over the affected hemisphere directly increases the excitability of the ipsilesional motor cortex [21, 22]. Therefore, the strategy of HF-rTMS over the ipsilesional motor cortex and LF-rTMS over the contralesional motor cortex was selected in our study. rTMS was performed by using a Magpro R30 stimulator (MagVenture, Lucernemarken, Denmark) equipped with a 70.0 mm butterfly-shape coil and a handle posterior and oriented sagittally. The scalp site that could elicit response in the first dorsal interosseous muscle of the affected/unaffected hand was selected as the optimal location of the center of the rTMS coil for HF-rTMS/LF-rTMS intervention. If nonresponsive activity could be detected stimulating the ipsilesional M1 for the patients in the HF-rTMS group, symmetric location homologous to the contralesional M1 would be defined as the stimulation site. A resting motor threshold (RMT) was established and was defined as the lowest rTMS intensity that could elicit a motor-evoked potential of at least an amplitude of 50 𝜇V in at least half of 10 consecutive stimuli over the M1 [23]. Stimulation was applied at 90% RMT at 1.0 Hz frequency (900 pulses) over contralesional M1 in the LF-rTMS group (30 trains, 30 pulses/train, , and a total of 900 pulses) and at 90% RMT at 10.0 Hz frequency (30 trains, 50 pulses/train, , and a total of 1,500 pulses) over ipsilesional M1 in the HF-rTMS group. The sham group received rTMS with the same parameters as the LF-rTMS group over the contralesional M1 but without real stimulation to ensure that no current flow was induced in the brain. All rTMS sessions were performed in the same room. All stroke patients received the same physiotherapy and medical therapies which consisted of standard antiplatelet, statin, anticoagulation, and antihypertensive drugs during the period spent in hospital. 2.4. MRI Acquisition The resting-state fMRI data were acquired on a GE Signa HDxt 1.5 Tesla scanner (General Electric Medical System, Milwaukee, WI, USA) with an eight-channel head coil. To reduce head movements and scanner noises, the head of each patient was snugly fixed by a foam pad prior to the examination. After instructing the patients to keep awake, relaxed with eyes closed, and to remain motionless as much as possible, functional magnetic resonance imaging (fMRI) data were acquired by using an echo-planar imaging (EPI) sequence: , , , , , 32 axial slices, and no gaps. Each scan obtained 140 volumes continuously. A 3D high-resolution structural image acquisition was also conducted: 124 slices, , , , , and . 2.5. Preprocessing of the fMRI Data Image preprocessing was performed by using the SPM 12 (http://www.fil.ion.ucl.ac.uk/spm) software package. Prior to the preprocessing procedure, the first five volumes of the fMRI datasets of each patient were discarded to eliminate the magnetization equilibrium effects and allow the participants to adapt to the circumstances. Subsequently, spatial processing including time delay correction between slices, head motion realignment, spatial normalization to the standard brain space of the Montreal Neurological Institute (MNI) (resampled to a voxel size of ), and spatial smoothing with 8.0 mm isotropic kernel was conducted. 2.6. Independent Component Analysis Only the fMRI data of both rTMS groups was used to analyze the difference between HF-rTMS and LF-rTMS on the modulation of the motor network. With the preprocessed fMRI data, the GIFT software (http://icatb.sourceforge.net/) was used to conduct the group spatial independent component analysis (ICA) with the following stages: (1) two-stage data reduction of principal component analysis (PCA), (2) application of the ICA algorithm, and (3) back reconstruction using a dual-regression method to back reconstruct the individual independent components (ICs). To determine the number of ICs, dimension estimation on all patients of both rTMS groups was performed by using the minimum description length (MDL) criterion. Subsequently, the infomax algorithm was used in IC estimation. Then, following the reconstruction step, the individual specific IC maps were converted to a score. At last, the IC of the motor network was selected to be of interest for further analyses. maps of each group were then gathered for a random effects analysis using the one-sample -test in SPM 12. Subsequently, to investigate the functional connectivity changes of the motor network after rTMS, the paired -test analysis was used to compare the maps of the motor network of both groups between pre- and post-rTMS. Moreover, the same comparison of the maps between pre- and post-rTMS was conducted for each group, respectively, and also to understand the distinction of functional connectivity changes between the HF-rTMS and LF-rTMS groups. 2.7. Functional Connectivity Analysis of the Intramotor Network Motor recovery of stroke has been demonstrated to be associated with the reorganization of the functional motor network [24]. Consistent dynamically increased regional centralities of the ipsilesional M1 within the motor network was also observed with the process of motor recovery [25]. Therefore, in this study, the core regions of the cortical motor network of bilateral hemispheres including M1, SMA, and premotor area (PMA) were mainly focused on in order to investigate the modulation of rTMS on the functional connectivities among these regions of the intramotor network. The peak coordinates of these core regions were identified and selected from the comparison results of the motor network obtained from ICA analysis between pre- and post-rTMS of both groups. Finally, a spherical region of interest (ROI) () was defined and centered at each peak coordinate within the corresponding brain region. Subsequently, the signal extraction, preprocessing, and functional connectivity analysis of the motor network were all completed in the Resting-State Hemodynamic Response Function Retrieval and Deconvolution (rsHRF) plugin (https://github.com/compneuro-da/rsHRF) in SPM [26]. By using this software package, the blood oxygenation level-dependent (BOLD) fMRI signal was deconvolved to minimize the variability of HRF [27]. The time series of all the voxels in each ROI was extracted from the preprocessed fMRI dataset and averaged as the representative time signal of the ROI. To minimize the effect of global drift, the time signal of each ROI was scaled by dividing each time point’s value by the mean value of the whole brain image at that time point. After this, the scaled waveform of each signal was filtered by using a bandpass filter (0.01-0.08 Hz) to reduce the effect of low-frequency drift and high-frequency artifacts related to head motion and physiological noise including respiration and cardiac cycle. The head motion parameters, white matter signals, and cerebrospinal fluid signals were then used as covariates of multiple linear regression. Subsequently, the Pearson correlation coefficients were calculated between the time signals of all ROIs and normalized to -scores by using Fisher’s to transformation. Statistically significant () correlation coefficient was considered a valid connectivity and used to describe the edge of the motor network. For each patient, two motor networks were obtained pre- and post-rTMS. A paired -test was employed to observe the significantly changed connectivities between regions after rTMS for the HF-rTMS group and LF-rTMS group separately. 2.8. Correlation Analysis To further verify the consistent performance between the functional connectivity of the motor network and motor function, we computed the Pearson correlation coefficients between the values of functional connectivity changes and motor assessment score changes as well in each group. The statistical analysis was conducted by using a threshold of . 2.9. Statistical Analysis Statistics for demographics and cognitive test scores were calculated with appropriate chi-squared (), ANCOVA, or Student’s -tests. Statistical parametric and nonparametric tests were used depending on the type of scale and nature of the variable distribution. ANCOVA with age and gender as covariates was performed to determine the main effect of rTMS, followed by post hoc two-sample -tests for multiple comparisons. Paired -tests were conducted to assess the changes of cognitive function postintervention within each group. The significance was set at . 3. Results 3.1. Behavioral Information The demographic characteristics and neurological examinations of HF-rTMS, LF-rTMS, and sham groups are summarized in Table 1. The mean and standard deviation (SD) of age, the time since stroke (days), and the FMA, BI, and NIHSS of patients of pre- and post-rTMS are all provided in the table. There are no significant differences among the three groups in age, gender, time since stroke (days), or clinical performances at baseline. Compared to baseline, both the motor function and daily living ability postintervention were all significantly improved according to the results of the two-factor ANCOVA which revealed significant main effects of “time” for the FMA, BI, and NIHSS (). The significant interaction between “group” and “time” was also found for the FMA (, ) and BI (, ) scores. Post hoc -tests revealed that NIHSS scores were significantly lower in both rTMS groups compared to the sham group (HF-rTMS vs. sham, ; LF-rTMS vs. sham, ). The paired -test revealed significantly improved FMA, BI, and NIHSS scores in the three groups after rTMS treatment relative to pre-rTMS (). All the score changes of FMA, BI, and NIHSS scores after rTMS were bigger in the HF-rTMS group relative to LF-rTMS and sham groups. During the rTMS sessions, no discomfort was reported from any patients in three groups. Variables HF_group () LF_group () Sham_group () Age 0.168 0.846 Gender (F/M) 6/5 7/5 5/5 0.153 0.926 Time since stroke (days) 0.528 0.595 FMA Pre 13.023 0.000 Post a,b a,b a,b BI Pre 6.021 0.006 Post a,b a,b a,b NIHSS Pre 2.852 0.073 Post a a a HF: high frequency; LF: low frequency; FMA: Fugl-Meyer Assessment; BI: Barthel Index; NIHSS: National Institutes of Health Stroke Scale; M: male; F: female. aThe significant differences between pre- and post-rTMS with a paired -test (). bThe significant differences between groups from baseline to postintervention with repeated measures ANOVA ().
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