Search Results (166)

This study evaluates the accuracy of a low-cost wearable system for the continuous monitoring of vital signs, including heart rate, blood oxygen saturation (Sp${\mathrm{O}}_2$), blood pressure trend (BPT), and body temperature. The prototype was built using the nRF52840 microcontroller, which integrates photoplethysmography and infrared sensors. The heart rate and Sp${\mathrm{O}}_2$ data were collected under three body positions (Rest, Sitting, and Standing), while all measurements were performed using both anatomical configurations: BPT-Finger and BPT-Earlobe. Results were compared against validated commercial devices: UT-100 for heart rate and Sp${\mathrm{O}}_2$, G-TECH LA800 for blood pressure, and G-TECH THGTSC3 for body temperature. Ten participants were monitored over a ten-day period. Bland–Altman analysis revealed clinically acceptable agreement thresholds of ±5 mmHg for blood pressure, ±5–10 bpm for heart rate, ±4% for Sp${\mathrm{O}}_2$, and ±0.5 °C for temperature. Both wearable configurations demonstrated clinically acceptable agreement across all vital signs. The BPT-Earlobe configuration exhibited superior stability and lower variability in the Rest and Sitting positions, likely due to reduced motion artifacts. Conversely, the BPT-Finger configuration showed higher Sp${\mathrm{O}}_2$ accuracy in the Standing position, with narrower limits of agreement. These findings highlight the importance of sensor placement in maintaining measurement consistency across physiological conditions. With an estimated cost of only ~USD 130—compared to ~USD 590 for the commercial alternatives—the proposed system presents a cost-effective, scalable, and accessible solution for decentralized health monitoring, particularly in underserved or remote environments. Full article

Background: This study aimed to investigate the correlation between parental feeding practices and children’s body composition in two Chinese regions with distinct socioeconomic characteristics. Methods: A cross-sectional study was conducted in Shenzhen (economically developed) and Yulin (economically underdeveloped) regions. Data were collected in 2023 from 1298 (age 8–10 years) children and their parents in two regions. Overweight/obesity was defined by Chinese national standards (WS/T 586-2018), and parental feeding practices were assessed using a 26-item child feeding questionnaire (CFQ). Multivariable regression analysis was performed to assess whether the association between parental feeding practices and obesity in children differs by regions. Results: A total of 1298 participants were included, with 678 male students (52.23%) and a mean age of 10.65 ± 0.86 years. In two regions, children with higher pressure to eat (PE) scores had lower rates of overweight, obesity and central obesity. Significant positive associations were observed between children’s body composition and parental feeding practices, including PE, perceived child weight (PCW), and concern about child weight (CN) (all p < 0.001). In regional interaction analysis, PCW had significant positive associations with fat mass index (FMI) (β = 0.32, 95% CI = 0.18, 0.46). Meanwhile, CN also had significant positive associations with both FMI (β = 0.44, 95% CI = 0.34, 0.54) and fat-free mass index (FFMI) (β = 0.07, 95% CI = 0.02, 0.11) (all p < 0.001). Conclusions: Obesity, central obesity, and body composition in children were associated with parental feeding practices in the two regions. CN was associated with higher risk of obesity and central obesity in the two regions. Future efforts to prevent obesity in children may optimize parental feeding practices, especially more scientific awareness of children’s weight status while reducing undue concern. Full article

Sleep position recognition plays a crucial role in diagnosing and managing various health conditions, such as sleep apnea, pressure ulcers, and musculoskeletal disorders. Accurate monitoring of body posture during sleep can provide valuable insights for clinicians and support the development of intelligent healthcare systems. This research presents a comparative analysis of sleep position recognition using two distinct approaches: image-based deep learning and accelerometer-based classification. There are five classes: prone, supine, right side, left side, and wake up. For the image-based method, the Visual Geometry Group 16 (VGG16) convolutional neural network was fine-tuned with data augmentation strategies including rotation, reflection, scaling, and translation to enhance model generalization. The image-based model achieved an overall accuracy of 93.49%, with perfect precision and recall for “right side” and “wakeup” positions, but slightly lower performance for “left side” and “supine” classes. In contrast, the accelerometer-based method employed a feedforward neural network trained on features extracted from segmented accelerometer data, such as signal sum, standard deviation, maximum, and spike count. This method yielded superior performance, reaching an accuracy exceeding 99.8% across most sleep positions. The “wake up” position was particularly easy to detect due to the absence of body movements such as heartbeat or respiration when the person is no longer in bed. The results demonstrate that while image-based models are effective, accelerometer-based classification offers higher precision and robustness, particularly in real-time and privacy-sensitive scenarios. Further comparisons of the system characteristics, data size, and training time are also carried out to offer crucial insights for selecting the appropriate technology in clinical, in-home, or embedded healthcare monitoring applications. Full article

Background: The Mediterranean diet is considered one of the healthiest and safest diets for preventing chronic diseases. The primary objective of this study was to assess the association between adherence to the Mediterranean diet and the occurrence of prediabetes in a representative population of Bialystok, Poland. Prediabetes is a condition characterized by elevated blood glucose levels that are higher than normal but not yet in the diabetic range, indicating an increased risk of developing type 2 diabetes. Methods: The study participants were selected into healthy control (HC) and prediabetic (PreD) groups based on age and gender. Biochemical measurements included total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), triglycerides (TG), fasting glucose (FG), glycated hemoglobin (HbA1c), high-sensitivity C-reactive protein (hs-CRP), interleukin-6 (IL-6). Additionally, blood pressure, handgrip strength, anthropometric parameters, and body composition were measured. Information on patients’ social data, medical history, and lifestyle history was collected using questionnaires developed for this study. A standardized questionnaire, the Satisfaction with Life Scale (SWLS), was used to assess life satisfaction. Dietary total antioxidant capacity (DTAC) and dietary total polyphenol intake (DTPI) were determined using a 3-day nutritional interview and appropriate databases containing information on polyphenols and the antioxidant potential of food products. To assess adherence to the Mediterranean diet recommendations, a 9-item Mediterranean Diet Index (MDI) was used. Results: It was found that the mean MDI for the entire group was low (3.98 ± 1.74), and the HC was characterized by a significantly higher MDI compared to the PreD. A statistically significant positive correlation was found between MDI and HDL-C, whereas a negative correlation was found between MDI and FG, homeostatic model assessment for insulin resistance (HOMA-IR), diastolic blood pressure (DBP), IL-6, body mass index (BMI), waist-hip ratio (WHR), waist circumference, visceral fat mass, android/gynoid fat ratio. Conclusions: Abdominal obesity was shown to significantly reduce life satisfaction. In model 3, after adjusting for age, sex, dietary energy intake, alcohol consumption, and smoking, each additional MDI point indicated a 10% lower risk of prediabetes. Full article

Sex differences in response to hypovolemia are still an open issue, which is readdressed here by exploiting the potential of near-infrared spectroscopy (NIRS) to monitor the response of lower body negative pressure (LBNP) in upper and lower limbs. In 28 subjects in a supine position, non-invasive arterial blood pressure was continuously monitored along with NIRS parameters from the forearm and thigh during randomized 90 s exposure to LBNP at −10, −20, −30, and −40 mmHg, followed by one 5 min exposure to −30 mmHg. LBNP did not affect arterial blood pressure, slightly increased the heart rate, and affected blood volume in both limbs (p < 0.005). Slopes of tissue oxygenation and deoxy-hemoglobin revealed pressure (p < 0.001) and sex (p < 0.05) dependences for the vasoconstrictive response to LBNP in both arms and legs, with some evidence of larger vasoconstriction in legs. Most variables reached a stable value within 90 s in the arm, while longer time courses were observed in the leg. NIRS is a valuable methodology to detect early LBNP-induced hemodynamic changes, providing that blood volume and blood flow contribution are discriminated. A comparative analysis of time courses proved useful in revealing stronger vasoconstrictive responses in males than in females and in lower limbs than in upper limbs. The same approach could be applied to other experimental contexts. Full article

Objective: Positive airway pressure (PAP) therapy effectively treats obstructive sleep apnea (OSA), yet adherence to the therapy presents significant challenges. This study identifies demographic and sleep study factors that influence short-term adherence to PAP therapy among patients with OSA by comparing data from adherent and non-adherent groups. Methods: Patients diagnosed with OSA via polysomnography who commenced PAP therapy after titration were divided into adherent and non-adherent groups. We employed propensity score matching in a 1:1 ratio based on age, gender, and body mass index (BMI), including a total of 150 patients in the analysis. Logistic regression analyses were conducted on all pertinent variables, excluding those with high multicollinearity. Non-significant variables were omitted from the final model, whose performance was evaluated using a receiver operating characteristic (ROC) curve, calculating the area under the curve (AUC). Results: Data from 150 participants (mean age 49.56 ± 14.31 years, 79% males, mean BMI 28.96 ± 5.11) were analyzed. Significant predictors of adherence included smoking status (odds ratio [OR] 0.267; 95% confidence interval [CI], 0.116–0.580; p = 0.001), Epworth sleepiness scale (OR 1.080; 95% CI, 1.004–1.166; p = 0.042), oxygen desaturation index (ODI) during titration (OR 0.906; 95% CI, 0.829–0.975, p = 0.015), and optimal PAP levels (OR 1.240; 95% CI, 1.007–1.119; p = 0.029). The ROC curve analysis indicated an AUC of 0.765, confirming the model’s effectiveness in distinguishing between adherent and non-adherent patients. Conclusions: Adherence is negatively affected by smoking, whereas higher daytime sleepiness, optimal PAP levels, and a lower ODI during titration are associated with better adherence, underscoring the importance of personalized treatment approaches. Full article

Background/Objectives: Lung-protective ventilation (LPV) reduces postoperative pulmonary complications (PPCs) in obese patients. While the roles of low tidal volume and positive end-expiratory pressure (PEEP) in LPV have been established in patients with healthy lungs, the protective effect of alveolar recruitment strategies (ARSs) remains a subject of debate. This study aims to evaluate the benefit of ARSs in patients with low-to-moderate risk according to the Assess Respiratory Risk in Surgical Patients in Catalonia (ARISCAT) score undergoing gynecologic cancer surgery with LPV and low tidal volume intraoperatively. Methods: A total of 88 obese patients were evaluated in this study. They were divided into two groups as the non-ARS group (non-ARS) and the ARS group (ARS). Intraoperative hemodynamics, blood gas analyses, respiratory mechanics, mechanical ventilator parameters, and postoperative outcomes were compared in these obese patients. Results: A total of 40 obese patients undergoing major gynecological cancer surgery were included in this study. Although the non-ARS group presented with higher weight (p < 0.05), body mass indexes were similar to the ARS group. Intraoperative blood gas analysis revealed higher end-tidal carbon dioxide (etCO₂) levels in the non-ARS group during the T2 and T3 time intervals (p < 0.05). In the ARS group, peak inspiratory pressure (PIP) at T3 was lower, while drive pressures at T1 and T2 and dynamic compliance at T3 were higher (p < 0.05). Radiologic atelectasis scores were higher in the non-ARS group, indicating more atelectatic lung images (p < 0.05). PPC rates were similar across both groups. Conclusions: Although the ARS demonstrated positive effects on lung mechanics and radiologic atelectasis scores in major open gynecologic cancer surgeries, it did not effectively reduce postoperative pulmonary complications. Full article

Background/Objectives: Activation of the immune system and subclinical inflammation participate in the pathogenesis of primary hypertension (PH) and the formation of hypertension-mediated organ damage. Our study aimed to investigate the relationship between subclinical inflammation and left ventricular hypertrophy (LVH) in pediatric patients with PH. Methods: In 34 untreated children with PH (15.1 ± 2.1 years, 28 boys, 6 girls), we investigated markers of subclinical inflammation (high-sensitivity CRP, interleukin 18, and complete blood count-derived indices), parameters of the left ventricle from 2D-echocardiography, office and ambulatory blood pressure, and selected clinical and biochemical parameters. Results: LVH was revealed in 12 (35.3%) patients, and abnormal relative wall thickness (RWT) was found in 6 (17.6%) children. Left ventricular inner dimension at end diastole (LVEDd) Z-score correlated negatively with neutrophils (r = −0.583, p = 0.001), neutrophil-to-lymphocyte ratio (NLR) (r = −0.562, p = 0.002), and positively with monocyte-to-neutrophil ratio (MNR) (r = 0.605, p = 0.001) and left ventricular mass (LVM) for lean body mass Z-score, while LVMI [g/m²] correlated positively with MNR (r = 0.495, p = 0.005 and r = 0.433, p = 0.011). RWT correlated positively with neutrophil count (r = 0.356, p = 0.039 and r = 0.347 p = 0.044) and with monocyte count (r = 0.378, p = 0.027 and r = 0.365, p = 0.034). Patients with LVH had significantly lower NLR (1.430 ± 0.409 vs. 1.797 ± 0.521, p = 0.043) and higher MNR ratios (0.171 ± 0.031 vs. 0.144 ± 0.037, p = 0.042). The receiver operating characteristic analysis demonstrated good diagnostic profiles for mean platelet volume (MPV), NLR, and MNR as predictors of LVH. In multivariate analysis, MNR was the only significant predictor of LVH (OR: 1.329, 95CI: 1.007–1.756). Conclusions: Monocyte-to-neutrophil ratio may be an easily accessible marker of left ventricular hypertrophy in children with primary hypertension. Full article

Background: Pediatric neurogenic bladder (NB), often resulting from myelomeningocele, impairs bladder function due to disrupted neural control and is worsened by urinary retention, recurrent urinary tract infections, the absence of voluntary voiding, and additional sequelae of myelomeningocele, such as motor impairments, delayed colonic transit, and nutritional deficiencies. Oxidative stress arises from an imbalance between oxidant production and the body’s antioxidant defenses and is recognized as both a contributor to and a consequence of various pathological conditions. This study aims to assess the total antioxidant status (TAS) in NB patients, evaluate its impact on urinary antioxidants, and correlate the findings with the urodynamic parameters in NB patients compared to those in non-NB controls. Methods: This study included 29 patients with NB, who were compared with 57 non-NB individuals. The comparative analyses encompassed serum and urinary total antioxidant status normalized to creatinine (uTAS/creatinine) and renal function markers (creatinine, urea, uric acid, and the glomerular filtration rate [GFR]), as well as urodynamic findings. TAS was determined using the colorimetric ABTS method. Results: The patients with NB demonstrated a significantly lower serum TAS and elevated urinary TAS and uTAS/creatinine ratios in comparison to these values in the control group (p < 0.001). Furthermore, a positive correlation was observed between uTAS/creatinine and detrusor pressure at the maximum cystometric capacity, while a negative correlation was found between uTAS/creatinine and bladder wall compliance (r = 0.5, r = −0.68 respectively). Conclusions: The observed decrease in serum TAS and the increase in urinary TAS in NB may not only serve as evidence of an imbalance in antioxidant homeostasis but also suggest a potential contributory role to the deterioration of urodynamic function. Full article

Background/Objective: Obesity is a documented risk factor for impaired pulmonary function and abnormal oxyhaemoglobin levels during sleep. This functional impairment becomes more significant when there are additional respiratory pathologies, such as obstructive sleep apnea (OSA) and/or chronic obstructive pulmonary disease (COPD). Overnight pulse oximetry may offer an effective evaluation of nocturnal oxyhaemoglobin levels/waveform patterns. We evaluated the correlation between obesity, overnight pulse oximetry (parameters, waveform patterns) and pulmonary function in patients diagnosed with moderate–severe OSA and normal oxyhaemoglobin saturation levels during waking hours. We also compared the overnight oxyhaemoglobin saturation levels between patients with OSA alone and those with associated COPD. Methods: This was a retrospective, transversal, non-interventional study on consecutive patients with moderate–severe OSA diagnosed using overnight cardiorespiratory polygraphy over a period of 18 months. After analyzing the study population’s characteristics, the patients were divided into two subgroups: one consisting of patients with OSA alone (Group A), and the second with coexisting OSA and COPD (Group B). Results: Seventy-six patients were included in the study, and 18% were diagnosed with COPD. A higher body mass index (BMI) correlated with a higher number of ≥3% SpO₂ drops/h (ODI3) and percentage of time with oxyhaemoglobin saturation < 90% (t90) and a lower average nocturnal oxyhaemoglobin saturation (avgSpO₂). ODI3 correlated negatively with avgSpO₂ and positively with t90. After eliminating BMI as a confounding factor, lower values of forced expiratory volume in the first second (FEV1) were associated with lower avgSpO₂ and higher t90. FEV1 did not corelate with ODI3. After dividing the study population into the two subgroups, patients from Group B had a tendency towards lower average nocturnal SpO₂ levels compared to Group A. Conclusions: Different phenotypes/patterns of nocturnal hypoxemia can be identified using quantitative and qualitative analyses of overnight pulse oximetry: repetitive, consecutive obstructive respiratory events with a characteristic intermittent (saw-tooth) hypoxemia pattern and alveolar hypoventilation, resulting in a continuous (plateau) hypoxemia pattern. According to our findings, nocturnal hypoxemia is more important at lower FEV1 values (correlating with lower avgSpO₂/higher t90, but not with ODI3). The presence of a continuous hypoxemia pattern in patients with OSA may suggest that pulmonary function tests should be performed in order to differentiate patients with alveolar hypoventilation secondary to obesity (restrictive syndrome) from those with associated COPD (obstructive syndrome). This can have an impact on the management of the case and the therapeutic approach (positive pressure therapy with/without supplemental oxygen). Full article

Postural control arises from the complex interplay of stability, adaptability, and dynamic adjustments, which are disrupted post-stroke, emphasizing the importance of examining these mechanisms during functional tasks. This study aimed to analyze the complexity and variability of postural control in post-stroke individuals during the feedforward phase of gait initiation. A cross-sectional study analyzed 17 post-stroke individuals and 16 matched controls. Participants had a unilateral ischemic stroke in the chronic phase and could walk independently. Exclusions included cognitive impairments, recent surgery, and neurological/orthopedic conditions. Kinematic and kinetic data were collected during 10 self-initiated gait trials to analyze centre of pressure (CoP) dynamics and joint angles (−600 ms to +50 ms). A 12-camera motion capture system (Qualisys, Gothenburg, Sweden) recorded full-body kinematics using 72 reflective markers placed on anatomical landmarks of the lower limbs, pelvis, trunk, and upper limbs. Ground reaction forces were measured via force plates (Bertec, Columbus, OH, USA) to compute CoP variables. Linear (displacement, amplitude, and velocity) and non-linear (Lyapunov exponent—LyE and multiscale entropy—MSE) measures were applied to assess postural control complexity and variability. Mann–Whitney U tests were applied (p < 0.05). The stroke group showed greater CoP displacement (p < 0.05) and reduced velocity (p = 0.021). Non-linear analysis indicated lower LyE values and reduced complexity and adaptability in CoP position and amplitude across scales (p < 0.05). In the sagittal plane, the stroke group had higher displacement and amplitude in the head, trunk, pelvis, and limbs, with reduced LyE and MSE values (p < 0.05). Frontal plane findings showed increased displacement and amplitude in the head, trunk, and ankle, with reduced LyE and MSE (p < 0.05). In the transverse plane, exaggerated rotational patterns were observed with increased displacement and amplitude in the head, trunk, pelvis, and hip, alongside reduced LyE convergence and MSE complexity (p < 0.05). Stroke survivors exhibit increased linear variability, indicating instability, and reduced non-linear complexity, reflecting limited adaptability. These results highlight the need for rehabilitation strategies that address both stability and adaptability across time scales. Full article

Assistive devices, such as Exoskeletons (EXOs) can enhance endurance, but could inadvertently alter body mechanics, compromise balance, and elevate fall risk, particularly under fatigue. We evaluated effects of an EXO on postural stability during standing still and sustained trunk flexion tasks as users become fatigued during intermittently performed tasks. As trunk bending is common across many occupational/routine tasks, a repetitive 45° trunk flexion task was selected. In this controlled laboratory study, symmetric and asymmetric trunk flexion tasks were performed by twelve participants with a Back-support EXO until medium-high fatigue level (7/10 on Borg CR10 scale). Outcomes showed that the device increased trunk flexion durations (~16~25%), and upper-body movement beyond intended position. EXO-use improved stability by reducing maximum deviation (~22%) and mean velocity (~57%) of Center of Pressure (COP) co-ordinates. Asymmetric trunk flexion without assistance led to highest mean velocity of COP during fatigued state, but the same remained lower (~67%) with EXO-use, even with fatigue. The device decreased variance of COP during in medial/lateral direction (~44%), but increased the same in anterior/posterior direction by the same amount. Efforts in this study contribute towards understanding implications of using assistive devices for improving human performance across diverse applications. Full article

Background: This study aims to identify the factors related to demographic variables and physical performance associated with quality of life (QoL) in post-COVID-19 pa-tients who have recovered from mild infection and were not hospitalized. Methods: Seventy-four post-COVID-19 individuals who recovered from mild COVID-19 infec-tion were assessed for the baseline demographic variables (age, sex, height, weight, body mass index; BMI) and clinical information (comorbidities, duration of COVID-19 infection, and exercise habits). Vital signs (heart rate, blood pressure, and oxygen sat-uration; SpO₂) were measured. Physical performance was evaluated for upper- and lower-limb muscle strength, ability of balance, and cardiorespiratory performance. All participants were assessed for QoL. Results: Hand grip strength was negatively asso-ciated with gender and age while positively associated with the duration of COVID-19. Quadricep strength also showed a negative association with gender and duration of COVID-19. Age was positively associated with multiple quality of life dimensions, while emotional role limitations were negatively associated with the duration of COVID-19 and waist circumference. Mental health was negatively linked to BMI. Conclusions: This study highlights the complex impact of COVID-19 on physical per-formance and QoL, revealing that older adults often report better QoL despite reduced muscle strength, particularly in women. The findings emphasize the need for targeted rehabilitation programs addressing both physical and emotional health for vulnerable groups. Full article

Background: Fibromyalgia (FM) is a chronic disorder causing widespread musculoskeletal pain, often leading to physical deconditioning that affects posture and gait. This study evaluates the effects of a manual therapy protocol targeting dorsal muscles in the lower back on plantar pressure modifications, considering body mass index (BMI) influence. Methods: A single-arm, non-randomized clinical trial included 24 women diagnosed with FM for at least three years. They underwent an eight-session manual therapy protocol over four weeks, applying moderate pressure to dorsal muscles in the lower back. Baropodometric analyses were conducted pre- and post-intervention under dynamic conditions. Statistical analyses used paired t-tests and effect size calculations to assess intervention effects and BMI impact. Results: Significant improvements in plantar pressure distribution were observed in both the left foot (p = 0.01, d = −0.54) and the right foot (p = 0.008, d = −0.59). However, strength and peak pressure metrics showed no significant changes. Patients with normal BMI exhibited greater improvements than those in the overweight category. Conclusions: Preliminary findings suggest that manual therapy positively influenced plantar pressure distribution in FM patients, particularly in those with normal BMI. Further research is needed to explore long-term effects and broader clinical applications. Full article

Background/Objectives: Dietary manipulation with carbohydrate restriction has been extensively investigated in diabetes prevention programmes. Carbohydrate (CHO) quality, rather than quantity, is associated with various metabolic outcomes. Few studies examined the fibre/CHO ratio on lipid profiles, liver fat and insulin resistance in individuals with impaired glucose tolerance (IGT). Methods: In this comprehensive cross-sectional study, we evaluated the association of carbohydrate-related nutritional factors with metabolic parameters in a cohort of 177 Hong Kong Chinese with impaired glucose tolerance (IGT). The subjects underwent a 75 g oral glucose tolerance test (OGTT) with measurement of plasma C-peptide and lipid profiles, body composition, transient elastography, and three-day food records. The fibre/CHO ratio is calculated by dividing fibre intake by total carbohydrate intake (in grams). Results: The median (IQR) age of the study cohort was 60 (54–62) with a mean ± SD BMI of 26.7 ± 3.9 kg/m², and 40.7% were female. A higher carbohydrate quality, measured as fibre/CHO ratio, was inversely correlated with triglycerides (r = −0.305, p < 0.001) and positively correlated with High-density lipoproteins cholesterol (HDL-C) (r = 0.354, p < 0.001). These associations remained significant after adjusting for age, gender, lipid-lowering drugs, total calorie, macronutrient and sugar intake, physical activity and sodium/potassium ratio. Blood pressure, liver fat and insulin resistance were also associated with the fibre/CHO ratio after the adjustment of these confounding factors. Consuming more than 5.5 g of fibre per 100 g carbohydrate was associated with lower serum triglycerides. Conclusions: Our results highlight the potential for using the fibre/CHO ratio as a metric for daily carbohydrate quality and the importance of addressing both carbohydrate quality and quantity in designing dietary interventions to reduce cardiometabolic risk. Full article