Hindawi Publishing Corporation
Rehabilitation Research and Practice
Volume 2011, Article ID 283840, 9 pages
doi:10.1155/2011/283840
Research Article
Recovery of Motor Imagery Ability in Stroke Patients
Sjoerd de Vries,1 Marga Tepper,2 Bert Otten,1 and Theo Mulder1, 3
1Centre for Human Movement Sciences, University Medical Centre Groningen, University of Groningen, P.O. Box 196,
9700 AD Groningen, The Netherlands
2Centre for Rehabilitation, University Medical Centre Groningen, 9700 RD Groningen, The Netherlands
3Royal Netherlands Academy of Arts and Sciences, 1011 JV Amsterdam, The Netherlands
Correspondence should be addressed to Sjoerd de Vries, devriessj@gmail.com
Received 27 September 2010; Revised 26 January 2011; Accepted 8 February 2011
Academic Editor: Nicola Smania
Copyright © 2011 Sjoerd de Vries et al. This is an open access article distributed under the Creative CommonsAttribution License,
which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Objective. To investigate whether motor imagery ability recovers in stroke patients and to see what the relationship is between
different types of imagery andmotor functioning after stroke.Methods. 12 unilateral stroke patients were measured at 3 and 6weeks
poststroke on 3 mental imagery tasks. Arm-hand function was evaluated using the Utrecht Arm-Hand task and the Brunnstro¨m
Fugl-Meyer Scale. Age-matched healthy individuals (N = 10) were included as controls. Results. Implicit motor imagery ability
and visual motor imagery ability improved significantly at 6 weeks compared to 3 weeks poststroke. Conclusion. Our study shows
that motor imagery can recover in the first weeks after stroke. This indicates that a group of patients who might not be initially
selected for mental practice can, still later in the rehabilitation process, participate in mental practice programs. Moreover, our
study shows that mental imagery modalities can be differently affected in individual patients and over time.
1. Introduction
Recently, several researchers have proposed the use of mental
practice to facilitate motor recovery in stroke patients and
other patients with motor disorders [1, 2]. Mental practice
is a training method where imagination of movements,
without actually moving, is used with the intention of
improving motor performance. In other words, mental
practice is the imagined rehearsal of a movement with the
specific intent of improving that movement [3]. Several lines
of research have shown that mental practice improves motor
performance in healthy participants [4, 5] as well as in stroke
patients [6–9]. Mental practice is suggested to work because
the motor control structures in the brain are activated in
more or less the same way as during the actual performance
of movements [10, 11].
Indeed, studies with healthy individuals have shown
that motor imagery and actual action share some striking
similarities. When someone is asked to perform amovement,
for example, “walk along this line”, and to imagine the
same movement, the time to complete the actual walking
movement is similar to the time needed for completing the
imagined walking movement [12]. Moreover, neuroimaging
studies have shown that during motor imagery the same
brain areas are active as during actual movement [13–
17]. Hence, also in stroke patients there should be a
relation between motor function and motor imagery ability.
However, the reported results thus far are not consistent [18].
One factor that might explain these ambiguous results, as
suggested by Daprati et al. [18], is the heterogeneous manner
in which motor imagery ability is assessed. The researchers
that have used motor imagery assessments have used differ-
ent types of motor imagery tasks. Motor imagery ability is
a complex cognitive capacity which is, until now, not fully
understood and has an intricate relationship with other types
of imagery. First, motor imagery can be divided into two
different types. We can explicitly imagine movements of a
limb. Here imagery is conscious and involves, for example,
the voluntary active imagination of “reaching for a cup on
the table with your right arm”. This type of imagery is known
as explicit motor imagery and there exist a number of studies
with stroke patients that used imagery tasks that depended
on explicit motor imagery [19–25]. On the other hand, we
can be tricked into motor imagery implicitly by, for example,
answering a question about the handedness (left-right) of
2 Rehabilitation Research and Practice
a picture of a hand, or by answering with which kind of
grip we would prefer to grasp a cup of coffee or a dowel
in a particular orientation. This type of imagery is known
as implicit motor imagery and is also used in a number of
studies with stroke patients [26–29].
Secondly, motor imagery is also related to other cognitive
processes such as reflected in tasks that rely on the mental
rotation of pictures, so called visual imagery tasks. A well-
known example of visual imagery is the Shepard Meltzer
task where two three-dimensional figures are pictured side
to side in different orientations, and the respondent has to
answer the question whether these figures are similar or not
[30]. Recent neuroimaging data have shown that, although
these different types of imagery, implicit, explicit and visual
imagery, share similar neural processes, at the same time they
also differ in the underlying mechanisms [31–34] suggesting
that these types of imagery can be affected differently after
hemiparetic stroke.
A second factor that could explain why the relationship
between motor function and motor imagery is less clear
after stroke, is related to the poststroke moment when
motor imagery ability is assessed. The differences in the
time since stroke when motor imagery was assessed varies
largely between studies, ranging from weeks [28] to years
[29] poststroke. Stroke has, indeed, more cognitive effects
early after stroke than later after stroke [35] therefore,
performance on motor imagery ability assessment could
well be influenced by the moment of assessment. In other
words, the moment of assessment could differently affect
the imagery modalities that are used in the experiments of
individual stroke patients.
Until now, no study has followed the recovery process
of motor imagery and motor functioning, in parallel during
the rehabilitation period. Because of the multifaceted nature
of motor imagery and its relation to visual imagery the
present study was designed to assess the relation of different
imagery types and motor function to see to what extend
they relate and if they recover in parallel after 3 weeks. The
purposes of the research was (1) to measure imagery ability
of hemiparetic stroke patients 3 weeks poststroke and 6 weeks
poststroke (2) to find out whether motor imagery ability
improved in parallel to arm-hand functioning and (3) to see
what relationship exists between different types of imagery
and motor functioning after hemiparetic stroke.
2. Methods
2.1. Subjects. Twelve hemiparetic stroke patients (4 female,
mean age = 59.75 years, SD= 11.98 years, 1 left handed) who
suffered a first unilateral stroke 3 weeks earlier (M = 22.8
days; SD= 3.5 days) participated in this study. The patients
were recruited from the stroke unit of a rehabilitation
centre. Six patients were classified as left hemiparetic and 6
patients were classified as right hemiparetic. All subjects gave
informed, written consent. The experiment was conducted
in accordance with the Declaration of Helsinki and approved
by the local ethics committee of the medical centre of the
University of Groningen.
The inclusion criteria were patients with a hemiparetic
arm/hand secondary to a stroke, with no explicit age limit.
Exclusion criteria were multiple strokes, comorbidity which
interfered with the objectives of the study, severe perceptual
problems and severe cognitive impairments, severe aphasia,
and other neurologic conditions that interfered with the
goal of the study. During the study, the rehabilitation
program remained unaltered for all participating patients.
Age-matched healthy individuals (N = 10, 5 female, mean
age 55, SD= 10.22 years, 2 left handed) were included as a
control group.
2.2. Instruments
2.2.1. Implicit Motor Imagery Ability. Motor imagery ability
was measured by means of a mental rotation task, namely, a
hand laterality judgement task, known for its clinical value
in measuring motor imagery ability [36–38]. Subjects had to
decide as fast as possible whether a rotated picture of a hand
on a computer screen was a left or a right hand by pushing 1
of 2 buttons (L/R) with their nonimpaired limb.
2.2.2. Visual Imagery. A mental rotation task known to
depend on a visual imagery strategy was used to measure
visual imagery [34]. In the visual imagery task, subjects were
asked to determine as fast as possible whether a rotated
picture was a normal canonical letter or its mirror image by
pushing 1 of 2 buttons with their nonimpaired hand.
The order of the implicit motor imagery task and the
visual imagery task was counterbalanced between subjects.
The implicit motor imagery and visual imagery tasks were
both divided in 4 blocks. Each block contained 72 stimuli,
yielding a total of 288 stimuli per task. Prior to each
task, a practice block was presented, containing 48 stimuli.
All stimuli were presented randomly at the centre of the
computer screen with a random delay between 2 and 3 s.
The stimuli were rotated, presented in 60◦ increments from
the upright position between 0◦ and 300◦. Zero degrees for
hand stimuli was a hand pictured in an upright position with
fingers pointing upwards. Zero degrees for letter stimuli was
a picture of the letter F or R in an upright position. Stimuli
remained on the screen until the participant responded, or
when 10 s had expired. After each block, there was a short
rest period. For each task the mean accuracy scores (ACC)
for each subject were calculated as the proportion of correct
responses, yielding a minimum score of 0% (all wrong) and
a maximum score of 100% (all correct). For each task the
mean reaction times (RT) for each subject were calculated
on RTs between 350ms and 10,000ms (excluding anticipated
responses).
In both mental imagery tasks, responses were given by
pushing 1 of 2 buttons with the nonparetic hand. This
hand could be either the dominant or the nondominant
hand. To control for confounding dominant nondominant
hand effects, the control group executed the mental imagery
task with both the dominant and nondominant hand in a
counterbalanced order. For the rest of the experiment, all
conditions for patients and controls were equal.
Rehabilitation Research and Practice 3
(a) (b)
(c) (d)
Figure 1: Example of a 4-choice solution of the arm end position after the instructions in the explicit motor imagery task.
2.2.3. Explicit Motor Imagery Ability. The hand laterality task
measured motor imagery implicitly. However, since implicit
and explicit motor imagery measure different components
of motor imagery, we also used a motor imagery task that
measured the explicit motor imagery ability of the patients.
During explicit imagery tasks, subjects were asked to imagine
moving their limbs in a particular way (e.g., “imagine flexing
your underarm 90 degrees”). We asked subjects to close their
eyes and to imagine as vividly as possible a movement with
their hand, without actual movement, in a series of steps.
For example, stepwise instruction for one item of the explicit
motor imagery task were “Step 1: Place both hands, palm
facing down on the marks on the table in front of you. Step 2:
Turn your wrist 90 degrees until your palm is facing inwards.
Step 3: Flex your underarm 90 degrees until it your hand
is touching your chest. Step 4: Flex your arm upwards 90
degrees until your hand is pointing to the ceiling. Step 5:
Extend your arm 90 degrees until it reaches the tabletop”.
After the instructions, the subjects had to indicate what the
position of his or her imagined hand was, by choosing the
correct hand position from 4 pictured examples of arm-
hand configurations (see Figure 1). The 4-choice solution
contained one correct end position. All other answers were
false. The researcher compared the answer given by the
participant with the accurate hand position. The explicit
motor imagery task consisted of 12 items (6 for the paretic
arm and 6 for the nonparetic arm). If all answers were
correct, a total maximum score of 12 could be reached.
2.2.4. Utrechtse Arm-Hand Task (UAT). Hand function was
measured with the Utrecht Arm-Hand task (UAT) [39]. The
UAT consists of a hierarchical ordinal scale, ranging from 0
(nonfunctional arm) to 7 (clumsy arm).
2.2.5. Brunnstro¨m Fugl-Meyer Scale (BFM). The functional
level of the patients was measured with the Brunnstro¨m Fugl-
Meyer Scale (BFM). This test measures motor recovery in
patients with hemiplegia following stroke [40]. The BFM
scale includes items related to movements of the shoulder,
elbow, forearm, wrist, and hand in the upper extremity, as
well as the hip, knee, and ankle in the lower extremity. For
the present study, only the upper extremity was measured.
Each item was scored on a 3-point ordinal scale (0: cannot
perform, 1: performs partially, 2: performs fully). The total
score on the upper extremity part of the BFM ranged from
0 (hemiplegia) to a maximum of 66 points (normal motor
performance).
2.3. Procedure. To measure the recovery of motor imagery
ability and arm-hand function, each patient was assessed 2
times: 3 weeks poststroke and 6 weeks poststroke. During
the measurements, all subjects sat at a table in a chair with a
backrest. Subjects were instructed to refrain from any actual
movements during motor imagery tasks. In between the
two measurement sessions the patients continued with their
regular treatment program. The control group, who acted as
a reference value to determine normal motor imagery ability,
was measured once during the research period.
2.4. Statistical Analyses. Group differences between patients
and controls on implicit motor (ACC and RT), visual (ACC
and RT), and explicit motor imagery 3 weeks poststroke,
were determined by a Mann-Whitney U Test with exact P
values. Subsequently, a modified t-test [41] with P < .05
was used to compare individual patients’ scores with the
control group to determine individual impairment of motor
4 Rehabilitation Research and Practice
Table 1: Mean accuracy scores for patients that were impaired on
the implicit motor imagery and, or the visual imagery task and,
or the explicit motor imagery task versus control subjects (SD
in parentheses) at 3 weeks poststroke. Impairment of individual
patients versus controls was tested with a modified t-test, with
P < .05. Table shows that 7 of the 12 patients were not impaired
on any of the imagery tasks. One patient was impaired on the visual
imagery task selectively, 2 patients were impaired on implicit motor
and visual imagery simultaneously, and 2 patients were impaired on
implicit motor imagery selectively.
Implicit motor imagery
Visual
imagery
Explicit motor
imagery
Controls 89.5 (6.8) 90.3 (10.6) 7.5 (2.0)
Patients
No impairment of imagery
1 96 99 10
4 81 95 8
5 85 94 6
6 83 85 7
8 84 90 8
10 77 73 7
11 83 97 8
Selective impairment of visual imagery
12 73 57 6
Impairment of motor imagery
Selectively
3 47 70 6
9 53 93 0
Simultaneous with visual imagery
2 52 56 6
7 57 62 0
imagery. The correlation between mental imagery measures
and motor function measures in the patients group was
determined by calculating Pearson correlations between all
measures on 3 weeks poststroke and by calculating Pearson
correlations between all measures on 6 weeks poststroke.
To determine whether mental imagery ability and motor
function improved at 6 weeks poststroke compared to 3
weeks poststroke, a Wilcoxon Signed-Ranks Test on implicit
motor imagery (ACC and RT), visual imagery (ACC and
RT), explicit motor imagery, UAT, and BFM was used. All
data were analyzed with SPSS version 16.0 (SPSS, Inc.,
Chicago, IL, USA).
3. Results
3.1. Three Weeks Poststroke
3.1.1. Imagery Ability: Patients versus Controls. Figure 2
shows the mean accuracy scores of the control group
compared with the patients group for the implicit motor and
the visual imagery task. The Mann-Whitney U Test showed
that the patients had a significantly lower implicit motor
imagery accuracy score then controls (U = 16.5, P = .003).
Visual imagery
Imagery accuracy: Patients versus controls
60
70
80
90
100
Implicit motor imagery
Patients
Controls
∗
C
or
re
ct
(%
)
Figure 2: Differences between Patients (white bars) and Controls
(black bars) on mean implicit motor and visual imagery accuracy.
Asterisk indicates significant differences. Patients were less accurate
then controls on implicit motor imagery at 3 weeks poststroke (P =
.003). The difference between patients and controls on mean visual
imagery accuracy was not significant (P = .136).
No significant differences existed between the patients and
the control group on the visual imagery accuracy score
(U = 37, P = .136) and the explicit motor imagery task
(U = 46.5, P = .382). The reaction times for the implicit
motor imagery task and the visual imagery task did not differ
significantly (withU = 48, P = .456, and U = 46, P = .381,
resp.).
3.1.2. Imagery Ability: Individual Differences. Comparison of
the individual patients’ scores with the control group mean
with a modified t-test with (P < .05) showed that one patient
had a lower score on visual imagery selectively. Four of the
12 patients scored significantly below mean accuracy of the
control group on the implicit motor imagery task. From
these 4 patients that were impaired on the implicit motor
imagery task, 2 patients also differed significantly from the
control group on the visual imagery task and the other
2 patients were selectively impaired on the implicit motor
imagery task. Also, 2 patients differed significantly from the
control group on the explicit motor imagery task. Patient 9
scored significantly below the mean accuracy of the control
group on the implicit motor imagery task and the explicit
motor imagery task. Patient 7 scored significantly below the
mean accuracy of the control group on all 3 imagery tasks
(see Table 1). These results show that 33% of the patients in
this study had impaired motor imagery ability and 67% had
unimpaired motor imagery.
3.1.3. Correlations between Mental Imagery and Motor Func-
tion Measures at 3 Weeks Poststroke. Table 2 shows the
correlations between mental imagery and motor function
measures. There is a high significant positive correlation
between the motor function measures UAT and BFM while
Rehabilitation Research and Practice 5
Visual imagery
60
70
80
90
100
Implicit motor imagery
∗
∗
3weeks
6weeks
C
or
re
ct
(%
)
Imagery accuracy: 3weeks versus 6weeks post-stroke
Figure 3: Difference between 3 weeks (white bars) and 6 weeks
(black bars) patients poststroke mean implicit motor and visual
imagery accuracy scores. Asterisk indicates significant differences.
Patients were more accurate on implicit motor imagery and visual
imagery at 6 weeks poststroke compared to 3 weeks poststroke
(P < .01).
the correlations between the mental imagery measures of
implicit motor imagery, visual imagery and explicit motor
imagery, and the UAT and BFM are low to moderate and not
significant. Furthermore, Table 2 shows a significant strong
positive correlation of implicit motor imagery accuracy
with visual imagery accuracy and a significant high positive
correlation with explicit motor imagery.
3.2. Six Weeks Poststroke
3.2.1. Recovery of Imagery Ability and Motor Function. One
patient dropped out after the 3 weeks poststroke measure-
ments. At 6 weeks poststroke the 11 remaining patients
were more accurate on the