Citation: Aldobali, M.; Pal, K.;
Chhabra, H.S. Bioelectrical
Impedance Phase Angle as a
Predicting Indicator in Chronic
Spinal Cord Injury. Mater. Proc. 2022,
10, 2. https://doi.org/10.3390/
materproc2022010002
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Vasu Babu, Samrat Paul and
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Proceeding Paper
Bioelectrical Impedance Phase Angle as a Predicting Indicator
in Chronic Spinal Cord Injury
†
Mahmood Aldobali
1,
* , Kirti Pal
1
and Harvinder Singh Chhabra
2
1
Department of Electrical Engineering, Gautam Buddha University, Greater Noida 201310, India;
kirti.pal@gbu.ac.in
2
Department of Spine Service, Indian Spinal Injuries Centre, New Delhi 110070, India;
drhschhabra@isiconline.org
* Correspondence: mmmaldobali@gmail.com
† Presented at the International Conference on Innovative Research in Renewable Energy Technologies,
West Bengal, India, 16–17 March 2022.
Abstract: The purpose of this study was to examine the predictive value of phase angle (PhA) in
chronic spinal cord injury (SCI). This study includes 104 participants (52 for each group) of SCI
patients and healthy subjects (HS) treated at the Indian Spinal Injury Centre (ISIC, New Delhi, India)
between October 2020 and March 2021 A cross-sectional study was operated Bioelectrical Impedance
Analysis (BIA) at 50 kHz and measured the prognostic effect of PhA on participants. An independent-
sample t-test was used to estimate PhA between groups. Receiver Operating Characteristic (ROC)
curves predicted the PhA cutoff and Youden’s index. There was a significant difference in PhA
of gender, with p < 0.0001, a difference (2.40), 95% confidence interval (CI) (2.10 to 2.80), median
(4.70) for the SCI group, and (7.1) for HS, respectively. In contrast, PhA was significantly different in
males with p < 0.0001, a difference (2.60), 95% CI (3.00 to 2.10), median (5.0) for SCI, and (7.30) for
HS, respectively. Similarly, PhA was significantly different in females, with p < 0.0001, a difference
(1.9881), 95 % CI of difference (1.3565 to 2.6197), median (6.60) for SCI, and (4.40) for HS, respectively,
as well as PhA cutoff values for SCI (female ≤ 4.4
◦
; male ≤ 4.7
◦
). The outcomes indicate a difference
between groups of people with SCI and HS across the groups of gender, with a lower PhA in people
with SCI.
Keywords: bioelectrical impedance analysis; phase angle; spinal cord injury; rehabilitation
1. Introduction
The prevalence of traumatic spinal cord injuries (SCI) in road traffic accidents (RTA)
and falls has grown significantly over the past few decades, especially among young in-
dividuals [1]. Individuals with SCI have an effective functional disability of their upper
and lower limbs, significantly impacting their everyday routine [2,3]. With immobility,
persons with SCI lose a lot of skeletal muscle mass (SMM), significantly below the level of
the injury. This reduces resting energy expenditure and increases total body and visceral
fat mass [4,5]. Persons with SCI are predisposed to muscular atrophy, immobility, and
increased fat penetration due to lack of physical activity [6]. Thus, according to clinical
evidence, adverse changes in body composition after an acute SCI might significantly im-
pact therapy, total body energy metabolism, muscle architecture, components, and health
condition [7,8]. Therefore, a simple technique for assessing changes in body composition in
persons with SCI in outpatient settings is required. There are few useful and practical tech-
niques for estimating SCI patients’ BC changes [7,9]. Non-invasive approaches for assessing
BC in people with SCI are essential for clinical rehabilitation. These techniques, which include
“Bioelectrical Impedance Analysis (BIA), Dual-X Ray Absorptiometry (DXA), Anthropometric
Index, Magnetic Resonance Imaging (MRI), Waist Circumference, and Computed Tomography
(CT),” are deemed more appropriate for investigative purposes [10–12]. BIA, which provides
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