Acute cerebrovascular accident (ACVA) is the second leading cause of death and one of the main causes of disability worldwide [1][2]. The incidence of strokes and the costs associated with necessary rehabilitation measures have been growing globally, including due to persistent health impairment experienced by a significant proportion of ACVA survivors [3].

The complications of ACVA can be distinguished into motor [4], cognitive [5], and sensory impairments [6]. One serious complication of motor disorders сonsists in an increased risk of falls [7] due to dorsoflexor weakness and the appearance of foot drop in the paretic lower limb [8]. A slow walking speed and asymmetry of lower limb movements are often observed, associated with reduced range of motion in the joints and the need to swing the leg sideways [9][10][11][12]. In particular, spatial asymmetry is related to step length changes [13][14].

Given the urgency of prompt restoration of motor functions in ACVA patients, improved rehabilitation methods are increasingly attracting the research attention. One such approach is functional electrical stimulation (FES) of muscle contraction.

Moe et al. described the FES method primarily in the context of performing a specific functional task [15], particularly walking [16]. A number of studies reported the effectiveness of FES in correcting typical gait changes in hemiparesis. However, the mechanism of this effect and the system for evaluating the results remain unclear. Most FES studies use changes in walking speed and muscle strength as criteria [17][18]. Although being clinically significant, these criteria do not provide a detailed biomechanical understanding.

The authors [19] investigated the direct effects of FES on the gluteus medius and tibialis anterior muscles in post-stroke patients, including those using walking aids, and noted the importance of analyzing movements not only of the affected limb but also of the unaffected limb. Despite the findings, the researchers could not clarify the etiology of the increased step length in the unaffected limb. Another study [20] demonstrated the possibility of correcting knee hyperextension and foot drop with FES; however, the authors emphasized the need for further methodological development of this approach. Unfortunately, the current literature does not address the use of FES in patients during the early recovery period after a stroke.

In this study, we set out to assess the feasibility and to evaluate the outcomes of multichannel FES applied in patients during the early recovery period after a stroke for gait function correction.

The study was conducted at the Scientific Research Center for Medical Rehabilitation of the Federal Center for Brain and Neurotechnologies from April to December 2024.

The study included patients with hemiparesis in the early recovery period after a first-ever ischemic stroke (< 180 days) in the middle cerebral artery territory, aged under 75 years, capable of independent ambulation (walking) without assistance, including with the use of walking aids (cane).

The exclusion criteria were cognitive impairments preventing patients from understanding instructions; sensorimotor aphasia; decompensated somatic pathology; diseases of the central and peripheral nervous system (except stroke) accompanied by neurological deficits (sequelae of trauma, tumors, polyneuropathies, etc.); orthopedic pathology (joint deformities, contractures, amputations, etc.); history of epileptic activity; skin diseases with rashes in electrode placement areas; patient refusal to participate.

Following screening, 11 patients (2 females and 9 males) aged 46 to 66 years (mean age 57.6 ± 8.0 years) were enrolled. Right-sided hemiparesis was observed in 4 participants. The mean time since stroke was 69.1 ± 52.0 days. The mean body mass index in the group was 24.9 kg/m2.

Additionally, 34 healthy participants (18 females and 16 males) were included as a control group. The mean age of participants was 29.8 years, with a mean body mass index of 20.6 kg/m2.

For assessing the clinical status of patients, the following scales and scoring systems were used:

The following instruments were applied for gait function evaluation: Dynamic Gait Index (DGI) [23], Hauser Ambulation Index [24], Timed-Up-and-Go Test (TUG) [25], 10 Meter Walk Test (10MWT) [26].

Health impairments and patient capabilities were assessed within the “Activity and Participation” domains of the International Classification of Functioning, Disability and Health [27][28]: gait pattern function (b770), negotiating obstacles (d4551), short-distance walking (d4500).

Study Procedure

All patients underwent preliminary biomechanical gait analysis using a Stadis system (Neurosoft, Russia). Spatiotemporal and kinematic gait parameters were recorded using inertial sensors secured with elastic cuffs at the sacrum level and on both lower limbs: on the lateral surface of the mid-thigh, at the lateral malleolus of the ankle joint, and on the dorsal foot surface. Simultaneously, electromyographic (EMG) activity of lower limb muscles was recorded (each sensor included two EMG channels) via electrodes placed at the mid-length of:

During testing, patients walked at a self-selected pace along an 8.5-m straight path with turns at the end. Biomechanical data were recorded until 30 gait cycles had been achieved. The software automatically excluded unstable steps (turns, stumbling, acceleration/deceleration). The output included:

The first biomechanical assessment was performed for both patient and healthy control groups (baseline); the second assessment was conducted only for patients after FES therapy.

Recorded Parameters

Temporal (gait cycle [GC] in sec; others as % of GC):

Spatial:

Kinematic: angular range of motion (maximum flexion/extension, °) with temporal phase (% of GC).

Hip joint (H):

Knee joint (K):

Ankle joint (AJ):

EMG activity (peak amplitude [μV] and phase [%GC]):

Recorded goniograms and envelope EMG (muscle activation profile) parameters are illustrated in Fig. 1.

For the FES procedure, we used stimulation devices from a Stedis system (Neurosoft, Russia), and FIAB stimulation electrodes (Italy). The devices were secured with the same elastic cuffs as those used for biomechanical gait analysis, positioned on: the sacrum, thighs, and external malleoli. Stimulation electrodes were applied to the muscles of the paretic limb at the upper and lower thirds of mm. quadriceps femoris, tibialis anterior, gastrocnemius and hamstring (Fig. 2).

At the next stage, the current intensity was adjusted based on two criteria: test stimulation had to produce visible muscle contraction, while the patient’s sensations had to remain below their pain threshold. The current intensity (stimulation strength) was set at the beginning of each session for each stimulated muscle. The current frequency and pulse duration parameters remained unchanged, i.e., 50 Hz and 200 ms, respectively.

After determining the current intensity, the system was calibrated and the training was initiated. Patients walked in a straight line at a self-selected pace, making turns at the end of the path and continuing to walk. Electrical pulses were delivered to the muscles at specific points in the gait cycle corresponding to the physiological peak of muscle bioelectric activity during walking in healthy individuals. Specifically:

The patient continued walking for 30 min, after which the training session ended. The procedure was stopped earlier if subjective complaints appeared (dizziness, fatigue) or at the patient’s request. Procedures were performed daily, five times per week. The course duration was determined by the patients’ hospital stay and averaged 10.8 procedures. The average procedure duration was 25.5 min.

For statistical data processing, we used the Statistica 12.0 software (StatSoft, Tulsa, USA). The normality of quantitative parameter distributions was assessed using the Shapiro–Wilk test, which showed non-normal distributions (p < 0.05); therefore, all data were presented as medians with first and third quartiles Me [Q1; Q3]. To compare walking parameters in patients before and after the FES course, we used the Wilcoxon test. To compare walking parameters between the patient and control groups, we applied the Mann–Whitney U-test. A p-value < 0.05 was considered statistically significant.

The comparison of clinical characteristics in the patient group before and after the FES course revealed statistically significant changes indicating improved walking function (Table 1):

ICF (International Classification of Functioning) domains:

The comparison of parameters before and after the FES course revealed the following statistically significant changes (Table 2):

The comparison of pre- and post-FES parameters with control group values revealed the following statistically significant differences:

The comparison of pre- and post-FES parameters revealed the following statistically significant (p < 0.05) changes (Table 3):

The comparison of pre-FES patient parameters with healthy controls revealed statistically significant differences (p < 0.05). Thus, the patients demonstrated reduced amplitude of initial hip flexion (Ha1) on the paretic side; earlier onset of this flexion (Hx1) on the unaffected side; decreased extension amplitude (Ha2) bilaterally with earlier phase onset (Hx2) on the paretic side and delayed onset on the unaffected side; reduced swing-phase flexion amplitude (Ha3) on the paretic side with increased amplitude on the unaffected side; and delayed onset of this flexion phase (Hx3) on the unaffected side.

In the knee joint, the analysis revealed significant kinematic alterations, i.e., reduced amplitude of first flexion (Ka1) on the paretic side accompanied by earlier onset of this flexion phase (Kx1) bilaterally; decreased extension amplitude (Ka2) with premature phase initiation (Kx2) on the paretic side; reduction in flexion amplitude (Ka3) on the paretic limb coupled with delayed flexion onset (Kx3) on the unaffected side.

In the ankle joint, earlier onset of the first extremum phase (Ax1) bilaterally and delayed initiation of full flexion (Ax2) on the unaffected side; reduced amplitude (Aa3) bilaterally with delayed phase onset (Ax3) on both sides; increased amplitude (Aa4) bilaterally and delayed initiation of its phase (Ax4) on the paretic side were noted.

The comparative analysis of kinematic parameters in post-FES patients versus healthy controls revealed the following statistically significant changes (p < 0.05):

Hip joint

Knee joint

Ankle joint

The comparison of muscle bioelectrical activity profiles before and after the FES course revealed two statistically significant changes (p < 0.05): an increase in the peak activity of the gastrocnemius muscle was observed for both the paretic and unaffected sides (Table 4).

The comparative analysis of pre-FES electromyographic parameters between patients and healthy controls revealed the following statistically significant differences (p < 0.05):

m. tibialis anterior

m. gastrocnemius

m. quadriceps femoris

Hamstring muscles

The comparative analysis of post-FES electromyographic profiles between patients and healthy controls revealed the following statistically significant differences (p < 0.05):

m. tibialis anterior:

m. gastrocnemius:

Hamstring muscles:

Our study revealed minor yet characteristic gait alterations in patients with stroke-associated hemiparesis.

Following the FES therapy course, we observed:

These outcome measures (10-Meter Walk and TUG) represent the most frequently reported FES efficacy parameters in literature [29-31], with our results being consistent with existing data. However, other studies have incorporated additional clinical measures showing more variable outcomes.

The systematic review by Wang et al. covering 14 studies with 945 hemiparetic patients demonstrated FES-induced improvements in:

Conversely, an eight-week FES trial (40 min/day, 5 days/week, n=92) by Matsumoto et al. failed to show statistically significant changes in 10-Meter Walk test, Fugl-Meyer Assessment, and Timed-Up-and-Go test [32].

The changes in spatiotemporal gait parameters observed in patients prior to the FES course demonstrated alterations characteristic of this post-stroke period. These included:

These biomechanical changes have been previously described [9-12] and represent typical hemiparetic gait patterns.

Following FES intervention, we observed:

As a rule, patients with hemiparesis also exhibit kinematic changes: reduced range of motion in the hip, knee, and ankle joints on the paretic side. In this case, the ankle joint is in slight extension, which reduces clearance and leads (along with other changes) to increased circumduction. The paretic side is characterized by reduced range of motion in the joints. At the same time, the healthy side is forced to compensate for the reduced activity of the paretic side. Thus, at low walking speeds, even normative kinematic parameters of the unaffected side already represent hyperfunction. The later peaks of several amplitudes on the unaffected side are the result of increased SP. The overall duration of stance phase increases, and thus the amplitude peaks also shift and occur later in time.

Following the FES course, only minor kinematic changes were observed, primarily on the unaffected side. In the available literature, FES is most commonly used for post-stroke patients with foot drop; consequently, kinematic changes are typically limited to the ankle joint. For instance, Güzel et al. described the positive effects of a four-week FES course on the ankle joint range of motion in patients during the early recovery phase after an ischemic stroke [34].

The EMG analysis revealed characteristic hemiparetic changes, including reduced activity amplitudes in all analyzed muscles on the paretic side. However, less pronounced changes were noted in QF compared to other muscle groups, both in terms of amplitude and activation profile [12][35]. This particular muscle provides knee joint stability, and significant alterations in its activity make weight-bearing on the paretic limb impossible.

The rehabilitation course resulted in only one significant change: an increased GSC amplitude was observed bilaterally. Nevertheless, GSC activity on the paretic side remained more than two times lower than on the unaffected side, both before and after FES.

Our results demonstrate that during the early recovery period after a cerebral stroke, a three-week rehabilitation course in general and with FES application in particular objectively led to minor functional improvements. The FES training was conducted daily, with patients walking the maximum duration until fatigue. Stimulation intensity was also maintained at the maximum tolerable level for each patient. According to foreign researchers, FES courses are typically conducted over longer periods [36]. However, under the conditions of our study, exceeding 10 procedures proved particularly challenging. This limitation was previously noted in our earlier research into gait restoration using biofeedback methods [11][37].

The duration of rehabilitation measures for patients with CNS impairments depends on their Rehabilitation Routing Scale (RRS) score, which reflects the degree of functional limitations and dependence on assistance for daily activities. According to the Program of State Guarantees for Free Medical Care, patients with RRS score 4 receive 14-day rehabilitation courses, while those with RRS score 5 receive 20-day courses. Typically, gait training begins for patients with RRS level 4 functional limitations, implying the actual length of rehabilitation between 10–12 days. Objective gait assessment is performed upon admission and before discharge.

Our findings indirectly confirm the insufficient duration of CNS rehabilitation courses within the current medical rehabilitation system and highlight the need for further investigation.

All patients included in this study demonstrated typical gait impairments associated with hemiparesis during the early recovery phase after a stroke. The administered course of multichannel FES revealed no adverse reactions. While clinical and biomechanical improvements during the FES course were modest, a statistically significant increase in gastrocnemius muscle amplitude was observed on the paretic side.

Our findings indicate that multichannel FES can be safely implemented for gait correction during early stroke recovery. However, the short 10-session daily treatment protocol failed to produce substantial functional improvements in the stimulated muscles.

Future research should focus on developing FES parameter adjustment methodologies tailored to specific biomechanical impairments, potentially enhancing therapeutic outcomes for gait rehabilitation in patients during the early recovery phase after an ischemic stroke.