Young Volunteers Research Articles

The effects of spinal flexion exposure on lumbar muscle shear modulus and posture.

Spinal flexion exposure (SFE) leads to alterations in neuromuscular and mechanical properties of the trunk. While several studies reported changes in intrinsic trunk stiffness following SFE, there is a lack of studies evaluating the effects on lumbar muscle shear modulus (SM). Therefore, the aim of our study was to investigate the effects of SFE on lumbar muscle SM and posture. Sixteen young volunteers were included in this clinical study. Passive lumbar muscle SM, lumbar lordosis, lumbar flexion range of motion and sitting height were measured prior to and following a 60-min SFE protocol. For SM, our results did not show a significant muscle × time interaction effect (p = 0.40). However, we found increased SM (from 6.75 to 15.43%-all p < 0.02) and maximal lumbar flexion (15.91 ± 10.88%; p < 0.01), whereas lumbar lordosis ( - 7.67 ± 13.97%; p = 0.03) and sitting height ( - 0.57 ± 0.32%; p < 0.01) decreased following SFE. Our results showed no significant correlations between the changes in the included outcome measures (p = 0.10-0.83). We hypothesized that increased lumbar muscle SM following SFE might be a compensation for decreased passive stability due to viscoelastic deformations of connective tissues, which are indicated by increased maximal lumbar flexion and decreased sitting height. However, there were no significant correlations between the changes of the included outcome measures, which implies that increased muscle SM and reduced lumbar lordosis are more likely an independent consequence of SFE.

JUE insight: The impact of school spending on civic engagement: Evidence from school finance reforms

A primary rationale for public financing of schools is that education fosters civic engagement. However, existing studies examining the relationship between schooling and civic engagement have focused exclusively on how educational attainment affects political activity. We provide evidence on how school spending affects volunteerism and voting. Exploiting variation in U.S. court-ordered and legislative school finance reforms and using survey data from the NCES Secondary Longitudinal Studies Program, we find that exogenous increases in school spending led to increases in the probability that young adults volunteer, the amount of time they spend volunteering, and the probability of being registered to vote.

Narrowing ‘Bathtub Volunteerism’ in Singapore and Beyond Through High-quality Adolescent and Young Adult Volunteer Experiences

High-quality volunteerism experiences in adolescence are associated with higher volunteerism later in life, yet less is understood about contextualized features of these experiences, especially when school-based programmes are mandatory. Relatedly, narrowing ‘bathtub volunteerism’ (i.e., increasing postgraduation youth volunteerism and shortening the period between volunteer disengagement and resumption) remains a research gap. Therefore, using in-depth retrospective qualitative interviews with 50 young Singaporeans, we aimed to understand features of high-quality volunteer experiences in schools (among adolescents) and communities (among young adults). Findings indicated that within a national context of compulsory school-based volunteerism, ‘bathtub volunteerism’ was narrowed efficaciously when adolescents and young adults were exposed to high-quality school- and community-based volunteer experiences, respectively. High-quality school-based experiences granted student autonomy and facilitated empathy development. Community-based ones combined cause selectivity, personal meaning and close interpersonal relationships. Our findings offer insights to raise volunteerism rates by developing and propagating high-quality volunteer experiences.

Two- and three-dimensional symmetry of maxillary incisors: A clinical study.

To assess the 2D and 3D natural symmetry of the maxillary incisors. Maxillary alginate impressions were taken of 59 young adult volunteers. Gender, orthodontic treatment history, and dominant hand were collected. For 2D analysis, a digital caliper was used for measurements on maxillary casts. For 3D analysis, the casts were scanned using a lab scanner, and the labial surface symmetry of contralateral incisors was evaluated. Mann-Whitney tests and Student's t-test were performed, α = 0.05. Results indicated a lack of identical lengths among contralateral central or lateral incisors, with minimal occurrences of identical width measurements. 68% of central incisors and 73% of lateral incisors showed differences in length exceeding 0.2 mm. Central incisors showed more similarities than lateral incisors in width, with 61% central incisors and 47% lateral incisors having differences under 0.2 mm. The differences between highly asymmetrical contralateral teeth are situated at the transitional lines. The influence of sexual dimorphism, orthodontic factors, and the dominant hand on incisors' symmetry was not statistically significant. 2D and 3D symmetry of the natural maxillary incisors are rare. 3D symmetry remains consistent across orthodontic treatment status, gender, and dominant hand, suggesting its independence from such parameters. To achieve a natural and aesthetic smile rehabilitation, the symmetry of the maxillary incisors must be well understood. In our study, 2D and 3D symmetry of the maxillary incisors occurred rarely, but central incisors showed more similarities than lateral incisors in width, with differences under 0.2 mm. On the other hand, differences between highly asymmetrical contralateral teeth are situated at the transitional lines. These conclusions should be included in further computer-assisted three-dimensional smile designs.

Dorsal Anterior Cingulate Cortex Coordinates Contextual Mental Imagery for Single-Beat Manipulation during Rhythmic Sensorimotor Synchronization.

Flexible pulse-by-pulse regulation of sensorimotor synchronization is crucial for voluntarily showing rhythmic behaviors synchronously with external cueing; however, the underpinning neurophysiological mechanisms remain unclear. We hypothesized that the dorsal anterior cingulate cortex (dACC) plays a key role by coordinating both proactive and reactive motor outcomes based on contextual mental imagery. To test our hypothesis, a missing-oddball task in finger-tapping paradigms was conducted in 33 healthy young volunteers. The dynamic properties of the dACC were evaluated by event-related deep-brain activity (ER-DBA), supported by event-related potential (ERP) analysis and behavioral evaluation based on signal detection theory. We found that ER-DBA activation/deactivation reflected a strategic choice of motor control modality in accordance with mental imagery. Reverse ERP traces, as omission responses, confirmed that the imagery was contextual. We found that mental imagery was updated only by environmental changes via perceptual evidence and response-based abductive reasoning. Moreover, stable on-pulse tapping was achievable by maintaining proactive control while creating an imagery of syncopated rhythms from simple beat trains, whereas accuracy was degraded with frequent erroneous tapping for missing pulses. We conclude that the dACC voluntarily regulates rhythmic sensorimotor synchronization by utilizing contextual mental imagery based on experience and by creating novel rhythms.

Impact of advanced age on the gastric emptying of water under fasted and fed state conditions

Although older people are the main users of oral medications, few studies are reported on the influence of advanced age on gastric emptying rate of non-caloric liquids. This study aimed at evaluating the gastric emptying of 240 ml water in healthy older and young adults in fasted and fed state conditions using the established method of salivary caffeine kinetics. The gastric emptying of water was evaluated in 12 healthy older volunteers (mean age: 73 ± 6 years) and 12 healthy younger volunteers (mean age: 25 ± 2 years) with the ingestion of a rapid disintegrating tablet containing 20 mg of 13C3-caffeine. The gastric emptying of water was assessed indirectly by calculating the AUC ratios of salivary caffeine concentrations in specific time segments. Comparison of the AUC ratios showed no statistically significant difference between young and older volunteers in both fasted and fed state conditions (p > 0.05). Advanced age itself seems to have no relevant effect on gastric emptying of water in either fasted or fed state conditions and the phenomenon of Magenstrasse appears to follow a similar pattern in healthy older adults as in healthy younger adults.

EVALUATION OF PLANTAR FASCIA THICKNESS ACCORDING TO THE MORPHOMETRIC OF THE FOOT

OBJECTIVE: In our study, it was aimed to examine the relationship among plantar fascia thickness, foot morphometric values, and Achilles tendon thickness. MATERIAL AND METHODS: The study was carried out on young volunteers who did not engage in any active regular sports. In total, morphometric measurements were performed on 64 feet (17 men, 15 women). The thickness of the plantar fascia on the ultrasound image was measured. Foot length, foot width, heel width, and ankle circumference were used as foot morphometric variables. RESULTS: It was determined that the plantar fascia thickness was greater than 4 mm in 14.7% of young healthy male individuals. The plantar fascia thickness was found to be less than 3.6 mm in all young female individuals. In men, plantar fascia thickness was found to be moderately positively correlated with foot length and ankle circumference (p&amp;lt;0.05). However, it was interesting that there was no correlation between plantar fascia thickness and foot width. When all the participants were evaluated together, a moderate positive correlation was found between plantar fascia thickness and foot length, ankle circumference, and Achilles tendon thickness, while a weak correlation was found with foot width and heel diameter (p&amp;lt;0.001). CONCLUSIONS: The addition of foot morphometry and plantar fascia data to the literature, depending on different racial and geographical conditions, allows anatomists and anthropologists to make necessary comparisons. To support the diagnosis of plantar fasciitis, the accepted “plantar fascia thickness greater than 4 mm” should be reviewed and discussed separately for both men and women.

Manageability of youth media volunteering: characteristics of activity and organizational conditions

The article is devoted to the study of the experience of young Russians in media volunteering, with the objective of identifying the potential of this type of prosocial activity and determining the conditions for its expansion among youth. The analysis of scientific literature and the results of a sociological survey of youth in the Sverdlovsk region aged 14 to 35 years enabled us to identify the factors and characteristics that facilitate the activation of the subjectivity of the youth in media volunteer initiatives. It was found that in order to increase the manageability of digital volunteering among youth, potential media volunteers must understand the value of their activities in the media. It is necessary to expand interaction not only between the organizers of volunteer activities and volunteers, but also between volunteers and beneficiaries. This condition is also connected with the need to broadcast in the public space both the initiatives themselves and the qualitative changes in the lives of beneficiaries that have occurred thanks to the help of media volunteers. The next important element is the choice of communication channel with potential volunteers. Social networks and online platforms are the most convenient and easy to use for both the organizers and the volunteers themselves. It has been demonstrated that if modern youth possess fundamental digital literacy skills, the primary motivation for participation in media volunteer initiatives among young Ural residents is the prospect of acquiring new knowledge and skills for their professional development. The study indicated that for the effective management of this type of volunteering, a supportive digital environment, which is currently being established in our country through the implementation of federal digital platforms, is crucial. Young Russians are well acquainted with both the "Dobro.RF" online platform and the online portal "We decide to". The results obtained can be used by organizers of social projects in the non-profit sector to improve the efficiency of recruiting young volunteers and expand their functionality.

Youth beyond time: solidarities at play in living history museums

ABSTRACT In living history museums, where young people work and volunteer as historically dressed interpreters, participate in field trips, and attend summer camps, young people can simultaneously represent the past, the present and the future. In these spaces, they also shape the past through their questions, their retellings, and their reimaginings based on what matters to them in the present. The paper examines interviews with teen, young adult, and adult heritage interpreters in light of active solidarity and explores how teens and young adults are working to diversify historical narratives, create community, and find joy in these spaces.

Nutraceutical composition (yeast β-glucan, prebiotics, minerals, and silymarin) predicts improvement of sleep quality and metabolic parameters: A randomized pilot study

Background & AimsThe search for integrative and natural therapies that favor homeostasis to boost sleep and diet quality took place for young adult populations as a non-pharmacological strategy for long-term good quality of life. Thus, the present pilot study aims to investigate the effects of 90-day consumption of a nutraceutical composition on the neuro-immune-endocrine axis, providing better sleep quality and health improvement. MethodsFor this, from March 2021 to June 2021, twenty-two Brazilian young adult volunteers (women and men) with BMI between 18.5 to 34.9 kg/m2 were divided into three distinct supplementation groups: NSupple; NSupple plus_S, and NSupple plus. Briefly, the supplement compositions included yeast β-glucan, prebiotics, and minerals in different concentrations associated or not with the herbal medicine silymarin.Neither nutritional nor physical activity interventions were performed during this pilot study period. The anthropometrics measures, questionnaires answer data, and harvest blood for metabolic, inflammatory, and hormonal tests were collected at baseline time (day zero-T0) and day 90 (T90) post-supplementation. ResultsOur results highlight that the supplementation reduced body mass index (BMI), Waist-to-height ratio (WHtR), waist circumference, AST/ALT ratio, alkaline phosphatase, and HbA1c. Post-supplementation the IL-6 and IL-10 levels and the sleep, humor, and quality of life scores were suggested to improve. Sleep quality improvement seems to predict the reduction of adiposity-related body measures. ConclusionIn sum, the nutraceutical supplementation might be related to anthropometric, metabolic, and endocrine parameters after 90 days reflecting on perception of humor, sleep, and life quality enhancement. However, it is important to recognize the limitation of the data presented considering that this was a pilot study. Clinical trial registrationClinicalTrials.gov, identifier NCT04810572 registered on 20th February 2021.

Phenotypic and genotypic characterization of commensal staphylococci isolated from young volunteers in Alexandria, Egypt

Nasally colonized staphylococci carry antibiotic resistance genes and may lead to serious opportunistic infections. We are investigating nasal carriage of Staphylococcus aureus and Staphylococci other than S. aureus (SOSA) among young volunteers in Egypt to determine their risk potential. Nasal swabs collected over 1 week in June 2019 from 196 volunteers were cultured for staphylococcus isolation. The participants were interviewed to assess sex, age, general health, hospitalization and personal hygiene habits. Identification was carried out using biochemical tests and VITEK 2 automated system. Disc diffusion and minimum inhibitory concentration tests were performed to determine antibiotic susceptibility. Screening for macrolide resistance genes (ermA, ermB, ermC, ermT and msrA) was performed using polymerase chain reaction. Thirty four S. aureus and 69 SOSA were obtained. Multi-drug resistance (MDR) was detected among most staphylococcal species, ranging from 30.77% among S. hominis to 50% among S. epidermidis. Phenotypic resistance to all tested antibiotics, except for linezolid, was observed. Susceptibility to rifampicin, vancomycin and teicoplanin was highest. ermB showed the highest prevalence among all species (79.41% and 94.2% among S. aureus and SOSA, respectively), and constitutive macrolide-lincosamide-streptogramin B (MLSB) resistance was equally observed in S. aureus and SOSA (11.11% and 16.22%, respectively), whereas inducible MLSB resistance was more often found in S. aureus (77.78% and 43.24%, respectively). The species or resistance level of the carried isolates were not significantly associated with previous hospitalization or underlying diseases. Although over all colonization and carriage of resistance genes are within normal ranges, the increased carriage of MDR S. aureus is alarming. Also, the fact that many macrolide resitance genes were detected should be a warning sign, particularly in case of MLSB inducible phenotype. More in depth analysis using whole genome sequencing would give a better insight into the MDR staphylococci in the community in Egypt.

Digitally skilled or digitally competent? Evaluating the impact of e‐Facilitation on young volunteers in Italy

Digitally skilled or digitally competent? Evaluating the impact of e‐Facilitation on young volunteers in Italy

UCP1 expression in human brown adipose tissue is inversely associated with cardiometabolic risk factors.

Brown adipose tissue (BAT) is a therapeutic target for obesity. 18F-fluorodeoxyglucose positron emission tomography (18F-FDG PET) is commonly used to quantify human BAT mass and activity. Detectable 18F-FDG uptake by BAT is associated with reduced prevalence of cardiometabolic disease. However, 18F-FDG uptake may not always be a reliable marker of BAT thermogenesis, for example, insulin resistance may reduce glucose uptake. Uncoupling protein 1 (UCP1) is the key thermogenic protein in BAT. Therefore, we hypothesised that UCP1 expression may be altered in individuals with cardiometabolic risk factors. We quantified UCP1 expression as an alternative marker of thermogenic capacity in BAT and white adipose tissue (WAT) samples (n = 53) and in differentiated brown and white pre-adipocytes (n = 85). UCP1 expression in BAT, but not in WAT or brown/white differentiated pre-adipocytes, was reduced with increasing age, obesity, and adverse cardiometabolic risk factors such as fasting glucose, insulin, and blood pressure. However, UCP1 expression in BAT was preserved in obese subjects of <40 years of age. To determine if BAT activity was also preserved in vivo, we undertook a case-control study, performing 18F-FDG scanning during mild cold exposure in young (mean age ∼22 years) normal weight and obese volunteers. 18F-FDG uptake by BAT and BAT volume were similar between groups, despite increased insulin resistance. 18F-FDG uptake by BAT and UCP1 expression are preserved in young obese adults. Older subjects retain precursor cells with the capacity to form new thermogenic adipocytes. These data highlight the therapeutic potential of BAT mass expansion and activation in obesity.

A Photographic Approach Studying the Orientation of the occlusal plane of the Malaysian Population. A Proposal for an Orienting Device

The occlusal plane is crucial in prosthodontic reconstructive treatment as it affects the most important factors for the proper functioning of the artificial prostheses. The achievement of correct occlusal plane position offers maximum aesthetic, phonetic, mastication, and patient’s satisfaction. An incorrectly oriented occlusal plane interferes with denture stability and retention, in addition to more vital functions of the teeth and oral cavity. This study used a photographic approach to determine the occlusal plane inclination in relation to some anatomical references. 95 young volunteers of Mahsa University College, aged between 20 and 25 years, were selected for this study. The participants were selected according to specific inclusion criteria. A standardized digital profile and front images were taken for each participant using a digital camera that is fixed on a tripod with the fox bite plane placed on the occlusal surfaces of the maxillary teeth. The angle amplitude of the reference planes in relation to the occlusal plane was measured using a digital protractor on the screen display. The results revealed that the least mean angle difference was with the AT1, while higher variability was found using the Frankfort plane. In addition, there were no significant differences between the two genders or among the three ethnic groups. It is concluded that the photographic method can be used successfully to study the occlusal plane, and the lowest point of the tragus is the best posterior reference point to determine the ideal location of the occlusal plane.

Creating similar food boluses as that in vivo using a novel in vitro bio-inspired oral mastication simulator (iBOMS-Ⅲ): The cases with cooked rice and roasted peanuts

Food bolus is the major outcome of oral processing of foods. Its structure and properties are crucial for safe swallowing and subsequent gastric digestion. However, collecting the ready-to-swallow bolus for further analysis in either normal or deficient human subjects is difficult, regulatorily or practically. Here, a novel in vitro bio-inspired oral mastication simulator (iBOMS-Ⅲ) was developed to be capable of replicating food boluses comparable to those in vivo. Cooked rice and roasted peanuts were used as the model foods (soft and hard) respectively. Particle size distribution, moisture content and rheology of the food boluses produced in the iBOMS-Ⅲ were assessed. A conventional food blender was also employed as a non-consequential comparation. Eighteen healthy young volunteers of the ages from 20-30 years (10 male and 8 female) were invited to provide the in vivo data. For cooked rice boluses produced by the iBOMS-Ⅲ with 10, 12, 14, and 20 chewing number of cycles, the moisture content exhibited minimal variation (68.3–68.8 wt%), aligning closely with values obtained from the average value of the human subjects (67.5 wt%). Similarly, the boluses from roasted peanut displayed similar moisture contents across masticatory number of cycles (36, 40, and 44 number of cycles), averaging at 35.3 %, mirroring the average in vivo results (33.8 wt%). Furthermore, the shear viscosity of both cooked rice and roasted peanut boluses exhibited minimal variations with iBOMS-Ⅲ chewing number of cycles. The particle size distributions of the boluses produced with 14 and 44 chewing number of cycles matched well with the in vivo data for cooked rice and roasted peanuts, with median particle size (d50) being 1.07 and 0.78 mm, respectively. The physical properties of the food boluses collected from the food blender, with varying grinding times, differed significantly. This study demonstrates the value of the iBOMS-Ⅲ in achieving realistic boluses with two very different food textures.

Hyperpolarized 129Xe MRI and spectroscopy of gas-exchange abnormalities in bilateral lung transplant recipients

BACKGROUNDThere is currently no sensitive, non-invasive method of screening for chronic lung allograft dysfunction (CLAD), the primary barrier to long-term survival after lung transplant. Conventional pulmonary function testing is imprecise absent a sustained decline. Hyperpolarized 129Xe MRI is a sensitive tool for 3D imaging of regional pulmonary ventilation and gas exchange abnormalities and may aid in early detection of CLAD. METHODSAdult patients post bilateral lung transplant were screened for CLAD based on the ISHLT criteria. Those with established allografts (n=10) underwent 129Xe gas exchange MRI and spectroscopy and were compared to results from 16 young healthy volunteers and 16 age-matched healthy volunteers. One lung transplant recipient was excluded from final data analysis due to a concurrent lung infection found incidentally after MRI. Imaging provided quantitative maps of the ventilation defect percent (VDP), membrane high percent, and RBC defect percent. Spectroscopy yielded RBC/membrane ratio, oxygenation-dependent RBC shift, and RBC oscillation amplitude. RESULTSThe analysis included nine lung transplant recipients, seven with CLAD and two without. CLAD patients exhibited VDP values consistent with their FEV1 decline (rho=0.79, p=0.048). Hemoglobin-corrected RBC transfer was reduced in all transplant recipients vs. young healthy controls (median [first quartile–third quartile] of 13% [9%-22%] vs 2% [1.75%-3%], P=0.003) as well as vs. age-matched controls (5.5% [2% - 9.25%], p=0.039). Spectroscopy demonstrated reduced RBC/membrane signal (0.26 [0.17-0.31] vs. 0.62 [0.50-0.66], p< 0.001 and vs. 0.48 [0.42-0.55], p = 0.002), reduced RBC chemical shift (217.4 [217.2-217.7]ppm vs 218.2 [218.0-218.5]ppm, p=0.009 and vs. 218.3 [218.2-218.5]ppm, p=0.003), and increased RBC oscillation amplitude vs. the young healthy controls (14.1% [12.2%-16.4%] vs 11.1% [9.9%-11.9%], p=0.003). CONCLUSIONSPatients with CLAD exhibited significant ventilation defects that correlated with FEV1 decline, that, along with RBC transfer defects and other 129Xe gas exchange and hemodynamic abnormalities, could provide a promising means of early detection of physiological changes in patients with CLAD.

Vago-splenic signal transduction of cardioprotection in humans.

The spleen serves as an important relay organ that releases cardioprotective factor(s) upon vagal activation during remote ischaemic conditioning (RIC) in rats and pigs. The translation of these findings to humans was attempted. Remote ischaemic conditioning or electrical auricular tragus stimulation (ATS) were performed in 10 healthy young volunteers, 10 volunteers with splenectomy, and 20 matched controls. Venous blood samples were taken before and after RIC/ATS or placebo, and a plasma dialysate was infused into isolated perfused rat hearts subjected to global ischaemia/reperfusion. Neither left nor right RIC or ATS altered heart rate and heart rate variability in the study cohorts. With the plasma dialysate prepared before RIC or ATS, respectively, infarct size (% ventricular mass) in the recipient rat heart was 36 ± 6% (left RIC), 34 ± 3% (right RIC) or 31 ± 5% (left ATS), 35 ± 5% (right ATS), and decreased with the plasma dialysate from healthy volunteers after RIC or ATS to 20 ± 4% (left RIC), 23 ± 6% (right RIC) or to 19 ± 4% (left ATS), 26 ± 9% (right ATS); infarct size was still reduced with plasma dialysate 4 days after ATS and 9 days after RIC. In a subgroup of six healthy volunteers, such infarct size reduction was abrogated by intravenous atropine. Infarct size reduction by RIC or ATS was also abrogated in 10 volunteers with splenectomy, but not in their 20 matched controls. In humans, vagal innervation and the spleen as a relay organ are decisive for the cardioprotective signal transduction of RIC and ATS.

Quantitative Assessment of True Vocal Fold Movement by the Lateral-Approach Laryngeal Ultrasonography: A Pilot Study

Background/ObjectivesUltrasonography is a new method for subjective and qualitative assessment of true vocal fold movement, and true vocal fold visualization with the lateral approach could be better than that with the anterior approach. Our aim was to explore the feasibility of the lateral-approach ultrasonography in objective and quantitative assessment of true vocal fold movement. MethodsThe lateral-approach laryngeal ultrasonography was performed during calm breathing and breath-holding in young healthy adult volunteers. The morphology and anatomical position of false vocal fold, true vocal fold and arytenoid cartilage were observed and measured through the ultrasonic self-contained measurement function. All parameters, including the distance from false vocal fold to thyroid cartilage lamina, true vocal fold length, and the distance from true vocal fold to thyroid cartilage lamina, were obtained at the end of the calm inspiratory and breath-holding phases. Data were analyzed using a t test (P <0.05). ResultsForty healthy adult volunteers (age 20-34 years, Body Mass Index 19.5-23.8 kg/m2, 20 males and 20 females) with satisfactory ultrasonic images were included in the study. There were no significant differences in all laryngeal parameters between the left and right sides in either phase (P > 0.05). From the end of the calm inspiratory phase to the breath-holding phase, changes in all laryngeal parameters were significantly different (P < 0.05), regardless of gender. ConclusionsThis study demonstrated that the lateral-approach laryngeal ultrasonography seemed feasible to quantify and objectively assess true vocal fold movement, utilizing differences between laryngeal parameters before and after true vocal fold movement.

3D motion analysis dataset of healthy young adult volunteers walking and running on overground and treadmill

Used on clinical and sportive context, three-dimensional motion analysis is considered as the gold standard in the biomechanics field. The proposed dataset has been established on 30 asymptomatic young participants. Volunteers were asked to walk at slow, comfortable and fast speeds, and to run at comfortable and fast speeds on overground and treadmill using shoes. Three dimensional trajectories of 63 reflective markers, 3D ground reaction forces and moments were simultaneously recorded. A total of 4840 and 18159 gait cycles were measured for overground and treadmill walking, respectively. Additionally, 2931 and 18945 cycles were measured for overground and treadmill running, respectively. The dataset is presented in C3D and CSV files either in raw or pre-processed format. The aim of this dataset is to provide a complete set of data that will help for the gait characterization during clinical gait analysis and in a sportive context. This data could be used for the creation of a baseline database for clinical purposes to research activities exploring the gait and the run.

Integrating classification and regression learners with bioimpedance methods for estimating weight status in infants and juveniles from the southern Cuba region

ObjectiveThe search for other indicators to assess the weight and nutritional status of individuals is important as it may provide more accurate information and assist in personalized medicine. This work is aimed to develop a machine learning predictions of weigh status derived from bioimpedance measurements and other physical parameters of healthy younger volunteers from Southern Cuba Region.MethodsA pilot random study at the Pediatrics Hospital was conducted. The volunteers were selected between 2002 and 2008, ranging in age between 2 and 18 years old. In total, 776 female and male volunteers are studied. Along the age and sex in the cohort, volunteers with class I obesity, overweight, underweight and with normal weight are considered. The bioimpedance parameters are obtained by measuring standard tetrapolar whole-body configuration. The bioimpedance analyser is used, collecting fundamental bioelectrical and other parameters of interest. A classification model are performed, followed by a prediction of the body mass index.ResultsThe results derived from the classification leaner reveal that the size, body density, phase angle, body mass index, fat-free mass, total body water volume according to Kotler, body surface area, extracellular water according to Kotler and sex largely govern the weight status of this population. In particular, the regression model shows that other bioparameters derived from impedance measurements can be associated with weight status estimation with high accuracy.ConclusionThe classification and regression predictive models developed in this work are of the great importance to assist the diagnosis of weigh status with high accuracy. These models can be used for prompt weight status evaluation of younger individuals at the Pediatrics Hospital in Santiago de Cuba, Cuba.