Subjects
This retrospective study included adult patients with PD who visited the Department of Rehabilitation of Neurology Clinic as outpatients between January and September 2019. The inclusion criteria were: diagnosed according to the Movement Disorder Society clinical diagnostic criteria for Parkinson's disease [37], aged ≥ 20 years, oral medications not changed within 1 week of the evaluation, "on" state at the time of evaluation (if experiencing the "wearing-off" phenomenon), capable of understanding instructions, capable of standing upright, and able to walk without a walking aid. Patients were excluded if they were diagnosed with a PD-related disorder other than PD itself, exhibited psychiatric symptoms such as visual or other hallucinations, or showed signs of the wearing-off phenomenon during the drug-administration period. Wearing off was defined using the UPDRS Part IV and a symptom diary, as follows: unable to passively guide the patient to a vertical position due to limited range of motion, dramatic worsening of PD symptoms within 1 week before the evaluation, and/or rapid onset of postural abnormalities, i.e., onset within 1 month before the evaluation.
The study was approved by the Ethics Committee of the Open University of Japan (approval number 2020-25). Also, all methods were performed in accordance with Declarations of Helsinki. Informed consent was obtained using an opt-out form available at the clinic. The opt-out form contained information about how the participant's personal confidential data would be used for purposes beyond direct care; the form clearly stated that declining to participate in the study would not impact care. The personal data of participants were anonymized, i.e., personal identifying information were removed.
Postural evaluation
The postural evaluation was performed in a standing posture and SPV, i.e., the posture that the patient subjectively perceived as vertical. The landmarks for the postural evaluation were the spinous processes of the seventh cervical (C7) and fifth lumbar (L5) vertebrae. Reflective markers (Nobbyteck VNS-BL-MC-190) were attached to these sites for three-dimensional motion analysis. Images were captured at rest using a digital camera (Panasonic DMC-LZ10); software was used to calculate the angle between the vertical axis and an arbitrary second axis. Image-analysis software (Image J; https://imagej.nih.gov/ij/index.html) was used to measure the relevant angles [6].
Standing posture at rest
Each patient's FTF and LTF were measured to assess standing posture. The patient's position on opening his/her eyes immediately after standing was evaluated three times, and the mean value was taken as the patient's standing position. A digital camera aimed at the level of the iliac crest was used to measure LTF in the coronal plane and FTF in the sagittal plane. Photographs were taken at rest, and included both C7 and L5. The standard axis was taken as the vertical line crossing L5 and descending to the floor. The axis of forward flexion was defined as the line connecting C7 to L5 along the sagittal plane; the axis of lateral flexion was defined as a line connecting C7 and L5 along the coronal plane [6].
SPV evaluation
Each patient's SPV was evaluated in the sagittal plane (SPVs) and coronal plane (SPVc). The SPVs was defined as the angle between the axis of forward flexion and the vertical line when the patient perceived that they were in a vertical position (Figure 1A) [21]. The SPVs was measured by first establishing the starting position, which entailed the patient closing their eyes in a standing position and then being passively guided to a forward-flexion angle of 45°. Next, the patient was passively moved in the extension direction reported in perceived vertical position. This sequence was performed three times; the mean value was taken as the SPVs.
The SPVc was measured by first establishing the starting position, which entailed the patient closing their eyes while standing and then being passively guided into the position of maximum LTF. The investigator then guided the patient toward the vertical axis. The patient notified the investigator when they perceived their trunk to be vertical. Images were taken at rest in this position at the height of Jacoby's line, and along the posterior midline. This sequence was performed three times each on the left and right, for a total of six measurements. The mean value of these measurements was taken as the SPVc (Figure 1B) [38].
Gait assessments
For gait assessment, a portable gait analyzer (MC-1100; LSI Medience Corporation, Tokyo, Japan) with a built-in accelerometer was attached to the patient's L5 during the 10-m walking test at maximum speed to obtain spatiotemporal parameters. The walking time, step length, gait speed, number of steps, step time, step CV, cadence, and acceleration were evaluated. Step length was calculated as % step length = (step length / height) × 100.
Collection of clinical information
Clinical information including age, sex, height, weight, BMI, disease duration, PD severity, and outcomes of neuropsychological examinations was collected. PD severity was evaluated using mH&Y scale [39] and the MDS-UPDRS [40]. The MMSE [41] was used for cognitive evaluation. The FRT [42] and TUG test [43] were used to assess balance. Patients' LEDD was also obtained [44].
Statistical analyses
The Shapiro–Wilk test was used to examine normality. A two-tailed t-test, the Mann–Whitney U test, and the chi-square test were used to compare the variables between groups. Spearman's rank correlation coefficient was employed to assess the associations between gait parameters and postural evaluations. Multiple regression analysis was conducted using a stepwise regression model; each gait parameter was included as a dependent variable to explore further the associations of posture and gait parameters. The independent variables were the FTF, LTF, SPVs, and SPVc postures.
Effect sizes were analyzed using G*Power software [45]; all other statistical analyses were performed using SPSS for Windows software (Version 27.0; IBM Corp, Armonk, NY, USA). P-values < 0.05 were considered statistically significant.