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Nevin Manimala Statistics

Raising the U.S. Army Height-Weight (Body Mass Index) Standards: Quantifying Metabolic Risk

Mil Med. 2023 Nov 23:usad450. doi: 10.1093/milmed/usad450. Online ahead of print.

ABSTRACT

BACKGROUND & OBJECTIVES: The U.S. Army fell 25% short of its recruitment goal in 2022 and therefore, increasing the eligibility pool for potential recruits is of interest. Raising the body mass index (BMI) standards for eligibility presents a path to increase the recruitable population; however, there may be additional costs incurred due to attendant health risks that may be present in individuals with higher BMI.

METHODS: We filtered the 2017-2020 National Health and Nutrition Examination Survey by age (17-25 years) and BMI (up to 30 kg/m2). A k-means cluster analysis was performed on the filtered dataset for the variables used to determine metabolic syndrome. Metabolic syndrome Clusters were characterized through summary statistics and compared over clinical measurements and questionnaire responses.

RESULTS: Five distinct clusters were identified and mean BMI in two clusters (Clusters1 and 3) exceeded the current U.S. Army BMI thresholds. Of these two clusters, Cluster 1 members had metabolic syndrome. Cluster 3 members were at higher risk for metabolic syndrome compared to members of Clusters 2, 4, and 5. Mean waist circumference was slightly lower in Cluster 3 compared to Cluster 1. None of the clusters had significant differences in depression scores, poverty index, or frequency of dental visits.

CONCLUSIONS: Potential recruits from Cluster 1 have excessive health risk and may incur substantial cost to the U.S. Army if enlisted. However, potential recruits from Cluster 3 appear to add little risk and offer an opportunity to increase the pool for recruiting.

PMID:37997687 | DOI:10.1093/milmed/usad450

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Nevin Manimala Statistics

Comparing fracture resistance on bovine incisors restored by tooth fragment reattachment versus direct composite restoration techniques

Dent Traumatol. 2023 Nov 24. doi: 10.1111/edt.12909. Online ahead of print.

ABSTRACT

BACKGROUND/AIM: Anterior teeth are prone to traumatic dental injuries (TDIs). Although a number of techniques ranging from original tooth fragment reattachment (TFR) to direct composite restoration (DCR) can be used to restore uncomplicated crown fractures, there is no consensus on which method is best. The purpose of this study was to investigate the fracture resistance of bovine incisors restored by two different techniques (TFR and DCR) in three different fracture models.

MATERIALS AND METHODS: Sixty extracted bovine lower incisors were randomly divided into three groups (n = 20). Angle, oblique, or transverse sections of all the teeth in a group were prepared by using a disk. The cut surfaces were scanned, and the cross-sectional areas (CSA) of the enamel and dentin were measured. Half the teeth in each group were restored by DCR (n = 10) and the other half by TFR (n = 10). The forces required to fracture the restored teeth were then measured using a Universal testing machine, and the fracture modes were analyzed (cohesive, adhesive, or mixed).

RESULTS: No statistically significant differences between the TFR and DCR restorations were detected for total and enamel CSAs in any of the restoration shapes (p > .067). The fracture forces required to break DCT angle and transverse restorations were significantly greater than for the corresponding shapes restored with TFR (p < .033). However, the difference in the forces needed to fracture oblique section restorations by DCR or TFR was not statistically significant (p = .239), despite a similar trend (143.4 ± 51 N and 120.9 ± 25 N, respectively).

CONCLUSION: This study revealed that a greater force is required to fracture teeth restored by the DCT than by the TFR technique, especially for a transverse section. This demonstrates that restoring a fractured tooth provides a superior outcome compared to reattaching the fractured fragment.

PMID:37997669 | DOI:10.1111/edt.12909

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Nevin Manimala Statistics

An Association Between Pediatric Bronchiolitis and Atopic Dermatitis: A Multi-Institutional Electronic Medical Records Database Study From Taiwan

Clin Pediatr (Phila). 2023 Nov 24:99228231214087. doi: 10.1177/00099228231214087. Online ahead of print.

ABSTRACT

Atopic dermatitis (AD) is triggered by many environmental factors. We sought to determine the relationship between birth weight, infectious diseases, and AD. This retrospective cohort study analyzed data from the CGR Database for the period 2004 through 2015 in Taiwan. All diseases were classified using the International Classification of Disease codes. Logistic regression adjusted for birth weights and comorbidities were analyzed by SAS (version 9.4). P < .05 were considered statistically significant. In children with AD, bronchiolitis was significantly associated with the development of AD, whether the patients were aged < 2 years (odds ratio [OR] = 1.497; P = .014) or ≥ 2 years (OR = 1.882; P = .022). There was also no difference in the association between AD and different birth weights. We conclude that AD is associated with a previous history of bronchiolitis in children, regardless of age (less than or greater than 2 years).

PMID:37997661 | DOI:10.1177/00099228231214087

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Nevin Manimala Statistics

Association of GNB3, ACE polymorphisms with POAG and NTG

Ophthalmic Genet. 2023 Nov 24:1-5. doi: 10.1080/13816810.2023.2283415. Online ahead of print.

ABSTRACT

PURPOSE: Primary open-angle glaucoma (POAG) represents the most prevalent form of glaucoma and stands as a foremost contributor to irreversible vision impairment on a global scale. Despite notable strides made in comprehending the genetic underpinnings of POAG, investigations within the context of Russia remain constrained.

METHODS: The study cohort comprised a total of 235 individuals, with 135 of them exhibiting various forms of glaucoma encompassing both POAG and (NTG, while the remaining 100 individuals served as control subjects. Each participant underwent a comprehensive ocular examination to ascertain their ocular health status. Genotyping of the relevant single nucleotide polymorphisms (SNPs) was carried out using the Taq Man genotyping assay. Specifically, the two SNPs under scrutiny were GNB3 rs5443 gene and ACE rs4646994. Statistical analysis was performed to evaluate the association of these SNPs with glaucoma risk.

RESULTS: The presence of the T allele of rs5443 was found to be associated with NTG (p = .004). However, no statistically significant correlation was identified between this SNP and POAG (p = .88).

CONCLUSION: This study provides evidence of an association between the T allele of rs5443 and a reduced susceptibility NTG within the Russian population. These observations augment the comprehension of the genetic underpinnings of glaucoma and hold potential implications for the prospective development of targeted therapeutic interventions.

PMID:37997634 | DOI:10.1080/13816810.2023.2283415

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Nevin Manimala Statistics

Clinical Characteristics and Treatment Experiences of Pediatric Acute Mastoiditis and Its Complications at the University Tertiary Care Center in the 10-Year Prevaccinal Period

Ear Nose Throat J. 2023 Nov 24:1455613231212828. doi: 10.1177/01455613231212828. Online ahead of print.

ABSTRACT

Introduction: We aim to provide an overview of the clinical characteristics and treatment of pediatric acute mastoiditis (AM) and its complications in the prevaccinal pneumococcal period. Materials and methods: Retrospective case series. An analysis of pediatric patients with AM treated at a university tertiary care center from 2008 to 2018 was performed. Results: The research included 121 children, and 27.3% of them had some form of complication. The mean age at presentation of AM was 3.7 years (range = 0-18 years). The most common extracranial complication of AM was a subperiosteal abscess (n = 25, 75.8%) and the most common intracranial complication was meningoencephalitis (n = 2, 6%). The most common pathogen isolated in the complicated AM was Streptococcus pneumoniae (n = 17, 51.5%). A total of 60% of patients reported antibiotic use before hospital admission, mostly third-generation cephalosporins (37.5%). There was a statistically significant difference between age group and occurrence of complications (P = .001). Females had complications more frequently than males (P = .035). There were no statistically significant differences in levels of inflammatory parameters (C-reactive protein and leukocyte count) between patients with or without complications (P = .373 and P = .124; respectively). All patients with complications of AM were surgically treated. Mortality was 0% and all children completely recovered. Conclusion: Extracranial and intracranial complications of AM required surgical treatment and extended antibiotic therapy. Inflammation parameters did not have a predictive role in identifying children with complications of AM. Further investigations will determine whether the introduction of the mandatory pneumococcal vaccine in our country has led to a reduction in the incidence of AM and its complications.

PMID:37997632 | DOI:10.1177/01455613231212828

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Nevin Manimala Statistics

Model validation and selection in metabolic flux analysis and flux balance analysis

Biotechnol Prog. 2023 Nov 24:e3413. doi: 10.1002/btpr.3413. Online ahead of print.

ABSTRACT

13C-Metabolic Flux Analysis (13C-MFA) and Flux Balance Analysis (FBA) are widely used to investigate the operation of biochemical networks in both biological and biotechnological research. Both methods use metabolic reaction network models of metabolism operating at steady state so that reaction rates (fluxes) and the levels of metabolic intermediates are constrained to be invariant. They provide estimated (MFA) or predicted (FBA) values of the fluxes through the network in vivo, which cannot be measured directly. These fluxes can shed light on basic biology and have been successfully used to inform metabolic engineering strategies. Several approaches have been taken to test the reliability of estimates and predictions from constraint-based methods and to compare alternative model architectures. Despite advances in other areas of the statistical evaluation of metabolic models, such as the quantification of flux estimate uncertainty, validation and model selection methods have been underappreciated and underexplored. We review the history and state-of-the-art in constraint-based metabolic model validation and model selection. Applications and limitations of the χ2 -test of goodness-of-fit, the most widely used quantitative validation and selection approach in 13C-MFA, are discussed, and complementary and alternative forms of validation and selection are proposed. A combined model validation and selection framework for 13C-MFA incorporating metabolite pool size information that leverages new developments in the field is presented and advocated for. Finally, we discuss how adopting robust validation and selection procedures can enhance confidence in constraint-based modeling as a whole and ultimately facilitate more widespread use of FBA in biotechnology.

PMID:37997613 | DOI:10.1002/btpr.3413

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Nevin Manimala Statistics

Using geospatial social media data for infectious disease studies: a systematic review

Int J Digit Earth. 2023;16(1):130-157. doi: 10.1080/17538947.2022.2161652. Epub 2023 Jan 3.

ABSTRACT

Geospatial social media (GSM) data has been increasingly used in public health due to its rich, timely, and accessible spatial information, particularly in infectious disease research. This review synthesized 86 research articles that use GSM data in infectious diseases published between December 2013 and March 2022. These articles cover 12 infectious disease types ranging from respiratory infectious diseases to sexually transmitted diseases with spatial levels varying from the neighborhood, county, state, and country. We categorized these studies into three major infectious disease research domains: surveillance, explanation, and prediction. With the assistance of advanced statistical and spatial methods, GSM data has been widely and deeply applied to these domains, particularly in surveillance and explanation domains. We further identified four knowledge gaps in terms of contextual information use, application scopes, spatiotemporal dimension, and data limitations and proposed innovation opportunities for future research. Our findings will contribute to a better understanding of using GSM data in infectious diseases studies and provide insights into strategies for using GSM data more effectively in future research.

PMID:37997607 | PMC:PMC10664840 | DOI:10.1080/17538947.2022.2161652

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Nevin Manimala Statistics

Robust Variance Estimation for Covariate-Adjusted Unconditional Treatment Effect in Randomized Clinical Trials with Binary Outcomes

Stat Theory Relat Fields. 2023;7(2):159-163. doi: 10.1080/24754269.2023.2205802. Epub 2023 Apr 28.

ABSTRACT

To improve precision of estimation and power of testing hypothesis for an unconditional treatment effect in randomized clinical trials with binary outcomes, researchers and regulatory agencies recommend using g-computation as a reliable method of covariate adjustment. However, the practical application of g-computation is hindered by the lack of an explicit robust variance formula that can be used for different unconditional treatment effects of interest. To fill this gap, we provide explicit and robust variance estimators for g-computation estimators and demonstrate through simulations that the variance estimators can be reliably applied in practice.

PMID:37997606 | PMC:PMC10665030 | DOI:10.1080/24754269.2023.2205802

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Nevin Manimala Statistics

Micro-shear bond strength of different surface treatments on a polymer infiltrated ceramic network

F1000Res. 2022 Jul 18;11:798. doi: 10.12688/f1000research.122108.1. eCollection 2022.

ABSTRACT

Background: Polymer infiltrated ceramic networks, or hybrid ceramics, are a combination of infiltrating polymerizable organic monomers into a pre-sintered porous ceramic matrix. In addition to having good mechanical properties, the polymer infiltrated ceramic network must comply with the possibility of adequate bonding to the resinous cement. The surface conditioning of this hybrid material must be carefully considered due to its organic composition and ceramic network. The purpose of this research is to evaluate the effect of hydrofluoric acid and a self-etching ceramic primer, under two different application times, on the bond strength of a polymer infiltrated ceramic network. Methods: Blocks of a polymer infiltrated ceramic network were cut to obtain sheets, and these were randomized into five groups. For the group termed AAS, airborne-particle abrasion with Al 2O 3 (aluminum oxide) of 50µm was used. For groups HF2 and HF6, hydrofluoric acid was used for 20 and 60 seconds respectively, and for the groups MB2 and MB6, a self-etch ceramic primer was applied for 20 and 60 seconds respectively. A silane was applied to the groups AAS, HF2, and HF6 after the treatment. After 24-hour storage in distilled water, a micro-shear bond strength test was performed using a universal mechanical testing machine. All samples were evaluated in a stereomicroscope at 40x and 50x to determine the type of failure. Results: The highest and lowest values of bond strength were reported by groups MB6 and AAS, respectively. Groups HF2, HF6, MB6, and MB2 did not report statistically significant differences. The predominant failure pattern was a mixed failure. Conclusions: With the limitations of the present investigation, the treatments of self-etching ceramic primer and hydrofluoric acid followed by silane were reported to be statistically equal at 20 and 60 seconds.

PMID:37997604 | PMC:PMC10665602 | DOI:10.12688/f1000research.122108.1

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Nevin Manimala Statistics

Revision reverse shoulder arthroplasty has similar outcomes to primary reverse shoulder arthroplasty at 5 Year average follow-up

J Orthop. 2023 Nov 4;46:150-155. doi: 10.1016/j.jor.2023.10.035. eCollection 2023 Dec.

ABSTRACT

BACKGROUND: Shoulder arthroplasty is a successful procedure that provides pain relief and improvements in function and range of motion. Anatomic and reverse shoulder arthroplasty are both effective procedures, and their indications continue to expand. We look at the outcomes of revision reverse total shoulder arthroplasty and compare it to the outcomes of primary reverse and anatomic total shoulder arthroplasty.

METHODS: We identified patients undergoing total shoulder arthroplasty at our institution between the years of 2010 and 2020. Data was prospectively collected and retrospectively reviewed for post-operative range of motion and strength in patients with revision surgery and compared to controls. Measurements were collected preoperatively and postoperatively including range of motion and strength in the affected and unaffected shoulder. We collected patient reported outcome measures in person and via phone to identify subjective outcomes of total shoulder arthroplasty. Average final follow-up was 5.27 years.

RESULTS: Our total patient sample was split between three groups: those with primary anatomic arthroplasty those who underwent primary reverse arthroplasty, and those who were revised to a reverse shoulder arthroplasty. All three groups had significant improvements in abduction and forward elevation from their pre-operative baseline to two years follow-up. Primary reverse had a significant improvement over revision reverse in abduction at one year follow-up. For all other range of motion measurements, there was no statistically significant difference at 2 years between primary and revision reverse shoulder arthroplasty. Patient reported outcomes had a significant increase from pre-op to most recent follow-up in all three groups.

CONCLUSION: Overall, our data suggest there is an improvement in outcomes with both primary and revision surgeries, and that results after revision reverse total shoulder arthroplasty may be comparable to primary reverse total shoulder arthroplasty.

PMID:37997602 | PMC:PMC10663749 | DOI:10.1016/j.jor.2023.10.035