3.2. Samples and Sampling
Nineteen healthy men were included via simple sampling in this study. Inclusion criteria were as follows: male gender, being sedentary based on American college of sports medicine (ACSM) definition (less than 30 minutes of moderate intensity physical activity at least three times per week for a minimum period of three months), being within the age range of 20 - 40, lack of history of musculoskeletal problems, cardiac diseases, hypertension, chronic low back pain, back surgery or any known gait abnormality such as an orthopedic injury, lower limb pain, or neurological injury that would bias the results of this study. Also abnormality in gait pattern of the subjects was considered as the exclusion criterion.
3.5. Process
With the previous studies in mind, in order to assess the activity of trunk as well as lower limb muscles; the following muscles were chosen: rectus abdominus, external oblique, longissimus, multifidus as well as vastus medialis, vastus lateralis and hamstrings, all from the right side of the subjects’ body. The best place for recording every muscle’s EMG activity was determined according to the related references (
13). To increase the quality of electrical signal transmission from the subjects’ skin to the device, body hair at the electrode position was shaved and cleaned with alcohol and the electrodes were placed in the suitable area using special glue. Using a belt, the EMG device was placed on the subjects’ lumbar area. This device was wirelessly connected to the computer and the data were recorded on the software.
Locations of the electrodes were as follows: rectus abdominus (RA) muscle: The electrode was placed perpendicular to the horizon, 3cm lateral and 3cm superior to the umbilicus (
13). External oblique (EO) muscle: The electrode was placed at a 45° oblique angle, midway between anterior superior iliac spine (ASIS) and the lowest part of the rib cage (
13). Multifidus (MF) muscle: The electrode was placed perpendicular to the horizonin front of the fifth lumbar vertebra on an imaginary line between the right posterior superior iliac spine (PSIS) and the first lumbar intervertebral space. Longissimus (LO) muscle: The electrode was placed 4cm lateral to the first lumbar vertebral spinous process (
13). Vastus medialis obliquus (VMO) muscle: The electrode was placed at a 55° oblique angle over the center of the muscle belly of the vastus medialis obliquus muscle, 2 cm medially from the superior rim of the right patella (
13). Vastus lateralis (VL) muscle: The electrode was placed at two thirds of the imaginary line from the anterior superior iliac spine (ASIS) to the lateral side of the right patella in the direction of the muscle fibers (
14). Hamstring (HAM) muscles: A general electrode placement was applied for the entire hamstring muscle group midway between the gluteal fold and the popliteal line on the posterior surface of the right knee in the center of the posterior thigh (
13). A reference electrode was placed over the right medial malleolus.
Foot switch was placed under the subject’s right heal and the subjects walked over ground with their desired speed. The electromyographic data were recorded by the electromyogram for every person, and then the subjects walked over the treadmill (Technogym model) for 5 minutes with the same speed. The process of electromyographic data analysis was as follows:
1. Initial processing of EMG data: in this phase two separate files were provided for every subject, one for walking over the ground and the other for walking on the treadmill. To determine the noise level, Frequency spectrum was plotted and the maximum frequency of AC (50 - 60 Hz) as well as the low frequency (motional noise) was assessed. Since based on the logarithmic scale, this level of frequency was much smaller than the frequency content in original bandwidth (20 - 450 Hz active electrode), the noise was in an acceptable limit, and therefore there was no need to use a filter (
15). After evaluating the different windows for EMG signal processing, a 50 ms window of RMS (root mean square) data was used to calculate the muscles’ electrical activity.
2. Isolation of gait cycles: in this phase, using foot switch data, RMS curves were isolated based on gait cycles.
3. Separation of gait cycles: this step was performed according to the seven phases of gait cycle which is described in kinesiology references. Inter-stage distances during the gait cycle were isolated based on the percentage of their occurrence. Based on this method the stance phase is divided into the following four stages: loading response, mid-stance, terminal stance and pre-swing. Loading response begins when the foot contacts the ground and ends with the contralateral toe off, when the opposite extremity leaves the ground. Mid-stance initiates with contralateral toe off and ends where the center of gravity is directly over the reference foot. Terminal stance begins when the center of gravity is over the supporting foot and ends when the contra-lateral foot contacts the ground. During terminal stance the heel rises from the ground. The pre-swing stage begins at contra-lateral initial contact and ends at toe off.
Swing phase is also divided to three stages: initial swing, mid-swing and terminal swing. Initial swing begins at toe off and continues until maximum knee flexion occurs. Mid-swing is the period from maximum knee flexion until the tibia is vertical or perpendicular to the ground. Terminal swing begins where the tibia is vertical and ends at initial foot contact.
4. Determination of the threshold of muscle activity: there are different methods to identify the active state of muscles; and the threshold value was used in this study. This means that if the amount of activity was higher than the certain percentage of the total range of RMS changes in the muscle, that muscle was assumed to be active. Considering the pilot study, the threshold of 20% was chosen to evaluate all data in this study.
5. Calculation of the dependent variables: using the data of previous stage, the mean amplitude as well as the duration of muscle activity was calculated for every stage of gait cycle in all subjects.
6. Description of the pattern of muscle activity: to provide a comprehensive profile of the muscle activity during walking over ground as well as on the treadmill, the frequency of activity states of muscles in each stage of the gait cycle was plotted as a bar graph. To harmonize the data among subjects, the percentage of action of each muscle during a gait cycle was considered for the duration of muscle activity. Wilcoxon test and interquartile range (IqR) were used to analyse the data and show the data scattering in this study.