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Nevin Manimala Statistics

Assessment of knowledge and attitude toward informed consent and assent for biomedical research involving children among health-care professionals in Belagavi city: A questionnaire study

J Indian Soc Pedod Prev Dent. 2021 Jan-Mar;39(1):16-21. doi: 10.4103/jisppd.jisppd_1_21.

ABSTRACT

BACKGROUND: Most of the nations have proposed research regulations to protect the rights and welfare of the research participants. Among such regulations are the informed consent and assent. In the present world, informed consent and assent is the cornerstone in health practice.

AIMS AND OBJECTIVES: To compare and evaluate the knowledge and attitude toward informed consent and assent for biomedical research involving children among health-care professionals in Belagavi city.

MATERIALS AND METHODS: A cross-sectional questionnaire study was conducted among 300 house surgeons divided into four groups of Medical, Dental, Nursing, and Ayurveda faculty of Belagavi city. A self-administered multiple choice questions were used to evaluate the knowledge and a five-point Likert scale was used to asses attitude regarding informed consent and assent for research involving children. Statistical analysis was done using SPSS version 20.

RESULTS: There was statistically significant difference in mean knowledge and attitude among all four groups (P < 0.05), and there was no significant correlation between knowledge and attitude as a whole in each group of professionals (P > 0.05).

CONCLUSION: Emphasis on additional training is the need of the hour for all the faculty participants and also incorporation of study material regarding informed consent and assent for research involving children by the policy makers.

PMID:33885382 | DOI:10.4103/jisppd.jisppd_1_21

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Determining caries risk susceptibility in children of Udaipur city with genetic taste sensitivity and hormonal fingerprint

J Indian Soc Pedod Prev Dent. 2021 Jan-Mar;39(1):36-41. doi: 10.4103/jisppd.jisppd_527_20.

ABSTRACT

BACKGROUND: Propylthiouracil (PROP) (a medicated tool) and hormonal fingerprint (second to fourth digits [2D:4D]) ratio can be used for detection of caries which is most prevalent oral health disease.

AIM: This study aims to determine the role of genetic taste sensitivity and hormonal fingerprint (2D:4D ratio) on caries risk susceptibility.

MATERIALS AND METHODS: The present study was an observational and cross-sectional study. It was conducted on 570 children aged 6-12 years. PROP sensitivity test was done by PROP impregnated filter paper strips and subjects were divided accordingly into supertasters, medium-tasters, and nontasters. 2D:4D ratio was obtained by measuring length ratio of index to ring finger using Vernier caliper. Dietary preferences of the subjects were recorded. The evaluation of decayed, missing, and filled teeth/deft indices was done.

STATISTICAL ANALYSIS: Intergroup comparisons were performed using One-way ANOVA test, independent t-test and Chi-square test at 5% significance level.

RESULTS: Positive correlation between nontasters, low digit ratio, sweet likers, and high caries index was found with a high significant difference.

CONCLUSION: Genetic taste sensitivity and hormonal fingerprint (biological marker) can be used for detection of caries as the present research confirmed impact of hormones on taste perception.

PMID:33885385 | DOI:10.4103/jisppd.jisppd_527_20

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Nevin Manimala Statistics

Comparative evaluation of body mass index among school children with and without Bruxism of age group of 6-12 years in Kanchipuram district: A cross-sectional study

J Indian Soc Pedod Prev Dent. 2021 Jan-Mar;39(1):42-46. doi: 10.4103/jisppd.jisppd_523_20.

ABSTRACT

AIM: To evaluate and compare the body mass index (BMI) of school-going children with bruxism and without bruxism of age between 6 and 12 years.

SETTINGS AND DESIGN: To find the correlation between BMI and oral habit bruxism among school children and compare with those children without bruxism.

MATERIALS AND METHODS: A total of 6122 children were screened from 28 government and 12 private schools, in which 1854 (30.28%) had various types of oral habits. Among this 280 children had the stressful habit bruxism. The BMI of those children was calculated by measuring the height and weight. The values were compared with the BMI of same number of students of same age group, who does not have any oral habits, with the WHO standard. The values were calculated and tabulated for the statistical analysis, using the SPSS software version 19 (IBM company) with the P < 0.05 as statistically significant.

RESULTS: Its shows that children with bruxism has high BMI range, was in the order of overweight > Normal > Underweight, but the BMI of children without any habit was in the order of normal > Underweight > Overweight. On comparison, it was statistically significant.

CONCLUSION: The habit bruxism had a positive correlation with the BMI of children. The children are more stressed from both indoor and outdoor. Hence, kindly educate all the parents, teachers, and public to identify the cause for the habit, because each oral habit is strongly deep rooted with some emotional and/or psychological problem and to make the children stress free in future.

PMID:33885386 | DOI:10.4103/jisppd.jisppd_523_20

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Nevin Manimala Statistics

Assessing Children’s Fine Motor Skills With Sensor-Augmented Toys: Machine Learning Approach

J Med Internet Res. 2021 Apr 22;23(4):e24237. doi: 10.2196/24237.

ABSTRACT

BACKGROUND: Approximately 5%-10% of elementary school children show delayed development of fine motor skills. To address these problems, detection is required. Current assessment tools are time-consuming, require a trained supervisor, and are not motivating for children. Sensor-augmented toys and machine learning have been presented as possible solutions to address this problem.

OBJECTIVE: This study examines whether sensor-augmented toys can be used to assess children’s fine motor skills. The objectives were to (1) predict the outcome of the fine motor skill part of the Movement Assessment Battery for Children Second Edition (fine MABC-2) and (2) study the influence of the classification model, game, type of data, and level of difficulty of the game on the prediction.

METHODS: Children in elementary school (n=95, age 7.8 [SD 0.7] years) performed the fine MABC-2 and played 2 games with a sensor-augmented toy called “Futuro Cube.” The game “roadrunner” focused on speed while the game “maze” focused on precision. Each game had several levels of difficulty. While playing, both sensor and game data were collected. Four supervised machine learning classifiers were trained with these data to predict the fine MABC-2 outcome: k-nearest neighbor (KNN), logistic regression (LR), decision tree (DT), and support vector machine (SVM). First, we compared the performances of the games and classifiers. Subsequently, we compared the levels of difficulty and types of data for the classifier and game that performed best on accuracy and F1 score. For all statistical tests, we used α=.05.

RESULTS: The highest achieved mean accuracy (0.76) was achieved with the DT classifier that was trained on both sensor and game data obtained from playing the easiest and the hardest level of the roadrunner game. Significant differences in performance were found in the accuracy scores between data obtained from the roadrunner and maze games (DT, P=.03; KNN, P=.01; LR, P=.02; SVM, P=.04). No significant differences in performance were found in the accuracy scores between the best performing classifier and the other 3 classifiers for both the roadrunner game (DT vs KNN, P=.42; DT vs LR, P=.35; DT vs SVM, P=.08) and the maze game (DT vs KNN, P=.15; DT vs LR, P=.62; DT vs SVM, P=.26). The accuracy of only the best performing level of difficulty (combination of the easiest and hardest level) achieved with the DT classifier trained with sensor and game data obtained from the roadrunner game was significantly better than the combination of the easiest and middle level (P=.046).

CONCLUSIONS: The results of our study show that sensor-augmented toys can efficiently predict the fine MABC-2 scores for children in elementary school. Selecting the game type (focusing on speed or precision) and data type (sensor or game data) is more important for determining the performance than selecting the machine learning classifier or level of difficulty.

PMID:33885371 | DOI:10.2196/24237

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Nevin Manimala Statistics

Transcriptome integration analysis and specific diagnosis model construction for Hodgkin’s lymphoma, diffuse large B-cell lymphoma, and mantle cell lymphoma

Aging (Albany NY). 2021 Apr 22;13. doi: 10.18632/aging.202882. Online ahead of print.

ABSTRACT

Transcriptome differences between Hodgkin’s lymphoma (HL), diffuse large B-cell lymphoma (DLBCL), and mantle cell lymphoma (MCL), which are all derived from B cell, remained unclear. This study aimed to construct lymphoma-specific diagnostic models by screening lymphoma marker genes. Transcriptome data of HL, DLBCL, and MCL were obtained from public databases. Lymphoma marker genes were screened by comparing cases and controls as well as the intergroup differences among lymphomas. A total of 9 HL marker genes, 7 DLBCL marker genes, and 4 MCL marker genes were screened in this study. Most HL marker genes were upregulated, whereas DLBCL and MCL marker genes were downregulated compared to controls. The optimal HL-specific diagnostic model contains one marker gene (MYH2) with an AUC of 0.901. The optimal DLBCL-specific diagnostic model contains 7 marker genes (LIPF, CCDC144B, PRO2964, PHF1, SFTPA2, NTS, and HP) with an AUC of 0.951. The optimal MCL-specific diagnostic model contains 3 marker genes (IGLV3-19, IGKV4-1, and PRB3) with an AUC of 0.843. The present study reveals the transcriptome data-based differences between HL, DLBCL, and MCL, when combined with other clinical markers, may help the clinical diagnosis and prognosis.

PMID:33885377 | DOI:10.18632/aging.202882

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Nevin Manimala Statistics

Sex-Based Differences in COVID-19 Outcomes

J Womens Health (Larchmt). 2021 Apr;30(4):492-501. doi: 10.1089/jwh.2020.8974.

ABSTRACT

Background: Smaller studies suggest lower morbidity and mortality associated with coronavirus disease 2019 (COVID-19) in women. Our aim is to assess the impact of female sex on outcomes in a large cohort of patients hospitalized with COVID-19. Materials and Methods: This is a retrospective observational cohort study of 10,630 adult patients hospitalized with a confirmed COVID-19 polymerase chain reaction between March 1, 2020 and April 27, 2020, with follow-up conducted through June 4, 2020. Logistic regression was used to examine the relationship between sex and the primary outcomes, including length of stay, admission to intensive care unit (ICU), need for mechanical ventilation, pressor requirement, and all-cause mortality as well as major adverse events and in-hospital COVID-19 treatments. Results: In the multivariable analysis, women had 27% lower odds of in-hospital mortality (odds ratio [OR] = 0.73, 95% confidence interval [CI] 0.66-0.81; p < 0.001), 24% lower odds of ICU admission (OR = 0.76, 95% CI 0.69-0.84; p < 0.001), 26% lower odds of mechanical ventilation (OR = 0.74, 95% CI 0.66-0.82; p < 0.001), and 25% lower odds of vasopressor requirement (OR = 0.75, 95% CI 0.67-0.84; p < 0.001). Women had 34% less odds of having acute cardiac injury (OR = 0.66, 95% CI 0.59-0.74; p < 0.001; n = 7,289), 16% less odds of acute kidney injury (OR = 0.84, 95% CI 0.76-0.92; p < 0.001; n = 9,840), and 27% less odds of venous thromboembolism (OR = 0.73, 95% CI 0.56-0.96; p < 0.02; c-statistic 0.85, n = 9,407). Conclusions: Female sex is associated with lower odds of in-hospital outcomes, major adverse events, and all-cause mortality. There may be protective mechanisms inherent to female sex, which explain differences in COVID-19 outcomes.

PMID:33885345 | DOI:10.1089/jwh.2020.8974

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Nevin Manimala Statistics

Could We Set a Convenient Irradiation Time to Reduce the Possibility of Thermal Pulp Damage During Diode Laser as an Adjunct to Periodontal Treatment? An In Vitro Analysis

Photobiomodul Photomed Laser Surg. 2021 Apr 20. doi: 10.1089/photob.2020.4952. Online ahead of print.

ABSTRACT

Background: To identify the most effective time procedure for irradiation to prevent possible harmful pulp temperature rises during diode laser (DL) as an adjunct to scaling and root planning (SRP) treatment. Methods: One hundred fifty freshly extracted human teeth (30 molars, 30 premolars, 30 canines, 30 upper incisors, and 30 lower incisors) were irradiated using a 940-nm DL with a power output at 0.8 W and exposure time of 10, 20, 30, 40, 50, 60 sec per specimen. The thermocouple was used to measure intrapulpal temperature. As an addition, the impact of dark deposits on the root surface was investigated for the intrapulpal temperature rise. The threshold value of 5.6°C is predetermined to damage the pulp. Temperature variations were measured at every 10 sec for five different types of teeth, and statistical analysis was performed. Results: Despite large differences between tooth types, the observed temperature increases for all tooth types were below the threshold of 5.6°C in 20 sec. Dark deposits on the tooth surface reduced the reliable working time of DLs (p < 0.01). Conclusions: DLs as an adjunct to SRP treatment at 0.8 W in molars, premolars, canine, upper incisors, and lower incisors for 42, 37, 38, 27, and 21 sec, respectively, generate acceptable temperature rises for pulp but should be changed as 39, 21, 26, 23, and 13 sec, respectively, in the presence of dark deposits.

PMID:33885354 | DOI:10.1089/photob.2020.4952

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Nevin Manimala Statistics

Results of a Culturally Tailored Smartphone-Delivered Physical Activity Intervention Among Midlife African American Women: Feasibility Trial

JMIR Mhealth Uhealth. 2021 Apr 22;9(4):e27383. doi: 10.2196/27383.

ABSTRACT

BACKGROUND: Regular aerobic physical activity (PA) is an important component of healthy aging. However, only 27%-40% of African American women achieve national PA guidelines. Available data also show a clear decline in PA as African American women transition from young adulthood (ie, 25-44 years) into midlife. This decline in PA during midlife coincides with an increased risk for African American women developing cardiometabolic disease conditions, including obesity, type 2 diabetes, and cardiovascular disease. Thus, effective efforts are needed to promote PA among sedentary African American women during midlife.

OBJECTIVE: This study aims to examine the acceptability and feasibility of a culturally tailored, smartphone-delivered PA intervention, originally developed to increase PA among African American women aged 24-49 years, among a slightly older sample of midlife African American women aged 50-65 years.

METHODS: A single-arm pretest-posttest study design was implemented. In total, 20 insufficiently active African American (ie, ≤60 min per week of PA) women between the ages of 50-65 years participated in the 4-month feasibility trial. The Smart Walk intervention was delivered through the study Smart Walk smartphone app and text messages. Features available on the Smart Walk app include personal profile pages, multimedia PA promotion modules, discussion board forums, and an activity tracking feature that integrates with Fitbit activity monitors. Self-reported PA and social cognitive theory mediators targeted by the intervention (ie, self-regulation, behavioral capability, outcome expectations, self-efficacy, and social support) were assessed at baseline and at 4 months. Feasibility and acceptability were assessed using a postintervention satisfaction survey that included multiple-choice and open-ended questions evaluating participant perceptions of the intervention and suggestions for intervention improvement. Wilcoxon signed-rank tests were used to examine pre- and postintervention changes in the PA and social cognitive theory variables. The effect size estimates were calculated using the Pearson r test statistic.

RESULTS: Participants increased moderate-to-vigorous PA (median 30 minutes per week increase; r=0.503; P=.002) and reported improvements in 2 theoretical mediators (self-regulation: r=0.397; P=.01; behavioral capability: r=0.440; P=.006). Nearly all participants (14/15, 93% completing the satisfaction survey) indicated that they would recommend the intervention to a friend. Participants’ suggestions for improving the intervention included enhancing the intervention’s provisions of social support for PA.

CONCLUSIONS: The results provide preliminary support for the feasibility of the smartphone-based approach to increase PA among midlife African American women. However, before larger-scale implementation among midlife African American women, enhancements to the social support components of the intervention are warranted.

TRIAL REGISTRATION: ClinicalTrials.gov NCT04073355; https://clinicaltrials.gov/ct2/show/NCT04073355.

PMID:33885368 | DOI:10.2196/27383

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Nevin Manimala Statistics

Comparison of Static Thermal Gradient to Isothermal Conditions in Gas Chromatography Using a Stochastic Transport Model

Anal Chem. 2021 Apr 22. doi: 10.1021/acs.analchem.1c00438. Online ahead of print.

ABSTRACT

This paper compares static (i.e., temporally unchanging) thermal gradient gas chromatography (GC) to isothermal GC using a stochastic transport model to simulate peak characteristics for the separation of C12-C14 hydrocarbons resulting from variations in injection bandwidth. All comparisons are made using chromatographic conditions that give approximately equal analyte retention times so that the resolution and number of theoretical plates can be clearly compared between simulations. Simulations show that resolution can be significantly improved using a linear thermal gradient along the entire column length. This is mainly achieved by partially compensating for loss in resolution from the increase in mobile phase velocity, which approximates an ideal, basic separation. The slope of the linear thermal gradient required to maximize resolution is a function of the retention parameters, which are specific to each analyte pair; a single static, thermal gradient will not affect all analytes equally. A static, non-linear thermal gradient that creates constant analyte velocities at all column locations provides the largest observed gains in resolution. From the simulations performed in this study, optimized linear thermal gradient conditions are shown to improve the resolution by as much as 8.8% over comparative isothermal conditions, even with a perfect injection (i.e., zero initial bandwidth).

PMID:33885280 | DOI:10.1021/acs.analchem.1c00438

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Nevin Manimala Statistics

Self-Assembled Lamellar Films of Comb-Shaped Copolymers by Segregation between Hydrophobic Side Chains and the Main Chain with Hydrophilic Comonomers

Langmuir. 2021 Apr 22. doi: 10.1021/acs.langmuir.1c00624. Online ahead of print.

ABSTRACT

Self-assembled lamellar films of poly(N-dodecyl acrylamide-stat-vinyl phosphonic acid) [p(DDA/VPA)] were formed via the segregation between the hydrophilic main chain and VPA and dodecyl side chains. p(DDA/VPA) copolymers were synthesized by free-radical copolymerization of DDA and VPA with VPA molar concentrations of 19% [p(DDA/VPA19)] and 64% [p(DDA/VPA64)]. Both copolymers exhibited a glass-transition temperature (Tg) and melting temperature for p(DDA/VPA19), but no crystalline or liquid-crystalline phase-transition temperatures, which suggests that both copolymers are amorphous. Thin films of the copolymers were prepared by spin coating, and the structure of the films was studied by X-ray diffraction (XRD) measurements. The as-cast films of the copolymers showed broad diffraction patterns, which suggested the formation of alkyl nanodomains similar to that observed in the pDDA homopolymers. On the other hand, the XRD patterns for both copolymer films showed a sharp Bragg diffraction in the low-q region after annealing at 60 °C. Furthermore, the p(DDA/VPA19) film showed first- and second-order Bragg diffractions with a ratio of 1:2. These XRD patterns suggest that the copolymer films form an ordered lamellar structure. We concluded that the main chain became more hydrophilic by the introduction of VPA, resulting in an increased segregation force relative to the hydrophobic dodecyl side chains, which induces the formation of lamellae. Moreover, doping a p(DDA/VPA64) film with imidazole increased the ordering and uniformity of the lamellar structures due to the increased segregation force by the formation of ion pairs in the hydrophilic comonomer. In their entirety, the results show that statistical copolymerization can be used as a new method to create self-assembled structures.

PMID:33885305 | DOI:10.1021/acs.langmuir.1c00624