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Nevin Manimala Statistics

Exploring the protective experiences of those who “protect and serve”: A psychometric evaluation of Protective and Compensatory Experiences Survey within a military sample

Psychol Trauma. 2023 Sep;15(Suppl 2):S297-S304. doi: 10.1037/tra0001497.

ABSTRACT

OBJECTIVE: The current study evaluates the psychometric properties of the Protective and Compensatory Experiences Survey (PACES; Morris et al., 2018) within a military population. The study’s aims are to evaluate if the PACES is a reliable measure to use with military samples and to examine the validity of the PACES measure when exploring protective experiences in relation to adverse childhood experiences (ACEs) and adult traumatic stress (ATS) in an active duty military sample.

METHOD: Active duty Service members were recruited to complete an online survey that included measures pertaining to ACEs, PACES, and ATS.

RESULTS: The reliability and validity of PACES indicate that Service members who are involved in protective and compensatory experiences as youth are less likely to have experiences of stress both as children and as adults.

CONCLUSIONS: Given the need for mission readiness of Service members and their higher likelihood to experience ACEs than civilians, the role of protective and compensatory factors is vital to their livelihood and career. PACES psychometrics offer a reliable and valid measure to use when exploring the risk and resilience experiences of Service members across the lifespan. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

PMID:38885426 | DOI:10.1037/tra0001497

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Nevin Manimala Statistics

MetaboReport: from metabolomics data analysis to comprehensive reporting

Bioinformatics. 2024 Jun 17:btae373. doi: 10.1093/bioinformatics/btae373. Online ahead of print.

ABSTRACT

MOTIVATION: Metabolomics, as an essential tool in systems biology, is now widely accessible to researchers of all levels. Yet challenges remain in data analysis and result interpretation. To address these challenges, we introduced MetaboReport, a versatile and interactive web app that simplifies metabolomics experiment design, data preprocessing, exploration, statistical analysis, visualization, and reporting.

RESULTS: MetaboReport produces a comprehensive HTML report, including project details, an introduction, interactive plots and tables, statistical results and an in-depth explanations and interpretation of the results. MetaboReport is particularly tailored for research labs and metabolomics core facilities that provide metabolomics services, allowing them to efficiently manage and document different metabolomics projects, and effectively report the metabolomics results to users.

AVAILABILITY: MetaboReport is freely accessible on https://metaboreport.com,with source code available on GitHub (https://github.com/YonghuiDong/MetReport). Alternatively, users can install MetaboReport as a standalone desktop app (https://metaboreport.sourceforge.io).

SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.

PMID:38885410 | DOI:10.1093/bioinformatics/btae373

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Nevin Manimala Statistics

SNP-Slice resolves mixed infections: Simultaneously unveiling strain haplotypes and linking them to hosts

Bioinformatics. 2024 Jun 17:btae344. doi: 10.1093/bioinformatics/btae344. Online ahead of print.

ABSTRACT

MOTIVATION: Multi-strain infection is a common yet under-investigated phenomenon of many pathogens. Currently, biologists analyzing SNP information sometimes have to discard mixed infection samples as many downstream analyses require monogenomic inputs. Such a protocol impedes our understanding of the underlying genetic diversity, co-infection patterns, and genomic relatedness of pathogens. A scalable tool to learn and resolve the SNP-haplotypes from polygenomic data is an urgent need in molecular epidemiology.

RESULTS: We develop a slice sampling Markov Chain Monte Carlo algorithm, named SNP-Slice, to learn not only the SNP-haplotypes of all strains in the populations but also which strains infect which hosts. Our method reconstructs SNP-haplotypes and individual heterozygosities accurately without reference panels and outperforms the state-of-the-art methods at estimating the multiplicity of infections and allele frequencies. Thus, SNP-Slice introduces a novel approach to address polygenomic data and opens a new avenue for resolving complex infection patterns in molecular surveillance. We illustrate the performance of SNP-Slice on empirical malaria and HIV datasets and provide recommendations for using our method on empirical datasets.

AVAILABILITY AND IMPLEMENTATION: The implementation of the SNP-Slice algorithm, as well as scripts to analyze SNP-Slice outputs, are available at https://github.com/nianqiaoju/snp-slice.

PMID:38885409 | DOI:10.1093/bioinformatics/btae344

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Nevin Manimala Statistics

Using office hour appointment data to illustrate a decline in student-faculty interaction during and after COVID-19

Adv Physiol Educ. 2024 Sep 1;48(3):465-473. doi: 10.1152/advan.00036.2024.

ABSTRACT

Student-faculty interaction (SFI) is an important indicator of student engagement that positively associates with academic achievement and retention. Quantitative information regarding the impact of emergency remote teaching (ERT) during COVID-19 on SFI is limited. This retrospective, observational cohort study tests the hypothesis that COVID-19 ERT negatively affected SFI in a gender-dependent manner. Electronic records of office hour (OH) appointments, used to measure SFI, for first-year medical students across three time periods, before, during and after COVID, were obtained and analyzed. A concerning, marked decline in SFI during and after the COVID-19 pandemic is noted. Before COVID, significantly more women (75.20%) made at least one OH appointment compared with men (40.54%). During COVID, the proportion of women making an OH appointment (69.71%) was statistically indistinguishable from women before COVID-19. In contrast, significantly fewer men during COVID (10.34%) than before COVID made an OH appointment. On return to face-to-face teaching, no rebound effect was observed. Compared with before COVID gender-matched peers, fewer men and women after COVID made OH appointments. Discipline-based analyses show that for all three time periods physiology emerged as the content area in which students made most OH appointments. The reduction in SFI observed, combined with the consistency with which the participants in our study indicated a need for assistance with the physiology discipline, emphasizes the importance of active promotion of faculty support and deliberate efforts to reconnect with students in the post-COVID context.NEW & NOTEWORTHY Applying readily available data, we quantify a persistent, negative impact of the shift to emergency remote teaching (ERT) on a measure of student-faculty interaction (SFI) among first-year medical students. A gender-based component to these effects is also discussed. Before, during, and after COVID, physiology emerged as the most engaged-with discipline as measured by office hour (OH) appointment volume.

PMID:38885323 | DOI:10.1152/advan.00036.2024

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Nevin Manimala Statistics

An Update on the iglu Software for Interpreting Continuous Glucose Monitoring Data

Diabetes Technol Ther. 2024 Jun 17. doi: 10.1089/dia.2024.0154. Online ahead of print.

ABSTRACT

BACKGROUND: Continuous glucose monitors (CGMs) are increasingly used to provide a detailed quantification of glycemic control and glucose variability. An open-source R package iglu has been developed to assist with automatic CGM metrics computation and data visualization, providing a comprehensive list of implemented CGM metrics. Motivated by the recent international consensus statement on CGM metrics and recommendations from recent reviews of available CGM software, here we present an updated version of iglu with improved accessibility and expanded functionality.

METHODS: The functionality was expanded to include automated computation of hypo- and hyperglycemia episodes with corresponding visualizations, composite metrics of glycemic control (Glycemia Risk Index (GRI), Personal Glycemic State (PGS)) and glycemic metrics associated with postprandial excursions. The algorithm for Mean Amplitude of Glycemic Excursions (MAGE) has been updated for improved accuracy, and the corresponding visualization has been added. Automated hierarchical clustering capabilities have been added to facilitate statistical analysis. The accessibility was improved by providing support for the automatic processing of common data formats, expanding the graphical user interface, and providing mirrored functionality in Python.

RESULTS: The updated version of iglu has been released to the Comprehensive R Archive Network (CRAN) as version 4.0.0. The corresponding Python wrapper has been released to the Python Package Index (PyPI) as version 0.1.0. The new functionality has been demonstrated using CGM data from 19 subjects with prediabetes and type 2 diabetes.

CONCLUSIONS: An updated version of iglu provides comprehensive and accessible software for analyses of CGM data that meets the needs of researchers with varying levels of programming experience. It is freely available on CRAN and on GitHub at https://github.com/irinagain/iglu.

PMID:38885321 | DOI:10.1089/dia.2024.0154

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Nevin Manimala Statistics

Do tight nosebands have an effect on the upper airways of horses?

Vet Med Sci. 2024 Jul;10(4):e1478. doi: 10.1002/vms3.1478.

ABSTRACT

BACKGROUND/OBJECTIVES: The public perception relating to the welfare of horses involved with equestrian sports is associated with training methods used and the presentation of horses at events. In this context, very tight nosebands, which are intended to prevent the horse from opening its mouth, also attract a lot of attention. Various studies have evaluated the impact of tight nosebands on stress parameters, whereas the effect of tight nosebands on upper airway function is unknown. Therefore, the aim of the study was to use overground endoscopy to evaluate changes in pharyngeal and laryngeal function when a tight noseband is fitted. Moreover, the ridden horse pain ethogram (RHpE) was applied to investigate signs of discomfort (Dyson et al., 2018).

STUDY DESIGN: A randomized, blinded, and prospective study was performed.

METHODS: Sixteen warmblood horses consisting of twelve mares and four geldings with a mean age of 11.63 ± 3.53 years were ridden on 2 consecutive days with either loose or tight nosebands (two fingers or no space between bridge of the nose and noseband, respectively) and inserted endoscope in a random order. Videos were taken in a riding arena during a standardized exercise protocol involving beginner level tasks for 30 min in all gaits. For video analysis, freeze frames were prepared and analyzed at the beginning of the expiration phase. Pharyngeal diameter was measured using the pharynx-epiglottis ratio. Other findings (swallowing, pharyngeal collapse, soft palate movements, and secretion) were also evaluated. Moreover, the RHpE was applied. Descriptive statistics and generalized linear mixed effects models were used. Results with a p-value < 0.05 were considered statistically significant.

RESULTS: While the pharynx-epiglottis ratio did not change significantly in horses ridden with loose versus tight nosebands, there was an increase in mean grade and total counts of parameters assessed in the pharyngeal region, for example, grade of secretion (1.5 [±SD 0.89] vs. 3.13 [±SD 0.96]; p = 0.0001), axial deviation of the aryepiglottic folds (0.29 [±SD 0.73] vs. 1.33 [±SD 1.44]; p = 0.01), and pharyngeal collapse (0.69 [±SD 0.87] vs. 1.88 [±SD 1.54]; p = 0.005) in horses ridden with tight nosebands. There was no RHpE score above 8 indicating musculoskeletal pain, but the RHpE scores were significantly higher in horses ridden with tight nosebands (p < 0.001).

MAIN LIMITATIONS: Video quality was limited when horses showed large amounts of secretion. Another limitation was the small number of horses.

CONCLUSIONS: Results add to the evidence obtained in other studies that tight nosebands do not only cause adverse reactions based on the RHpE score such as head behind the vertical or intense staring but also contribute to changes in the pharyngeal region, such as increased secretion and collapse of pharyngeal structures. This may provide further support for future decisions regarding regulations on nosebands.

PMID:38885311 | DOI:10.1002/vms3.1478

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Nevin Manimala Statistics

Occurrence of Premature Battery Depletion in a Large Multicenter Registry of Subcutaneous Cardioverter-Defibrillator Patients

Europace. 2024 Jun 17:euae170. doi: 10.1093/europace/euae170. Online ahead of print.

ABSTRACT

AIMS AND BACKGROUND: Subcutaneous implantable cardioverter-defibrillators (S-ICD) have become established in preventing sudden cardiac death, with some advantages over transvenous defibrillator systems, including a lower incidence of lead failures. Despite technological advancements, S-ICD carriers may suffer from significant complications, such as premature battery depletion (PBD) which led to an advisory for nearly 40,000 patients. This multicenter study evaluated the incidence of PBD in a large set of S-ICD patients.

METHODS: Data from patients implanted with S-ICD models A209 and A219 between October 2012 and July 2023 across 9 centers in Europe and the USA was reviewed. Incidence and implications of PBD, defined as clinically observed sudden drop in battery longevity were analyzed and compared to PBD with the definition of battery depletion within 60 months. Prospectively collected clinical data was obtained retrospectively from medical records, device telemetry, and manufacturer reports. This registry is listed on clinicaltrials.gov (NCT05713708).

RESULTS: Of the 1,112 S-ICD devices analyzed, 547 (49.2%) were equipped with a potentially affected capacitor linked to PBD occurrence, currently under FDA advisory. The median follow-up time for all patients was 46 (IQR 24-63) months. Clinically suspected PBD was observed in 159 (29.1%) of cases, with a median time to generator removal or replacement of 65 (IQR 55-72) months, indicative of significant deviations from expected battery lifespan. Manufacturer confirmation of PBD was made in 91.7% of devices returned for analysis. No cases of PBD were observed in devices that were not under advisory.

CONCLUSION: This manufacturer-independent analysis highlights a notable incidence of PBD in patients equipped with S-ICD models under advisory and the rate of PBD in this study corresponds to the rate currently estimated by the manufacturer. To the best of our knowledge this provides the largest contemporary peer-reviewed study cohort investigating the actual incidence of PBD in S-ICD patients. These findings emphasize the importance of post-market registries in collaboration between clinicians and the manufacturer to optimize safety and efficacy in S-ICD treatment.

PMID:38885309 | DOI:10.1093/europace/euae170

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Nevin Manimala Statistics

Mathematical modeling and performance evaluation of Ducted Horizontal-axis Helical Wind Turbines: Insights into aerodynamics and efficiency

PLoS One. 2024 Jun 17;19(6):e0303526. doi: 10.1371/journal.pone.0303526. eCollection 2024.

ABSTRACT

With the escalating demand for energy, there is a growing focus on decentralized, small-scale energy infrastructure. The success of new turbines in this context is notable. However, many of these turbines do not follow many of the basic ideas established to evaluate their performance, leaving no precise technique or mathematical model. This research developed a Ducted Horizontal-axis Helical Wind Turbine (DHAHWT). The DHAHWT is a duct-mounted helical savonius turbine with a venturi and diffuser to improve flow. Unlike a vertical axis helical savonius turbine, DHAHWT revolves roughly parallel to the wind, making it a horizontal turbine. This complicates mathematical and theoretical analysis. This study created a DHAHWT mathematical model. COMSOL simulations utilizing Menter’s Shear Stress Transport model (SST) across an incoming velocity range of 1m/s to 4m/s were used to evaluate the turbine’s interaction with the wind. MATLAB was used to train an artificial neural network (ANN) utilizing COMSOL data to obtain greater velocity data. The Mean Average Percentage Error (MAPE) and Root Mean Square Error (RMSE) of ANN data were found to be 3%, indicating high accuracy. Further, using advanced statistical methods the Pearson’s correlation coefficient was calculated resulting in a better understanding of the relationship of between incoming velocity and velocity at different sections of the wind turbine. This study will shed light on the aerodynamics and working of DHAHWT.

PMID:38885289 | DOI:10.1371/journal.pone.0303526

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Nevin Manimala Statistics

Wakefield’s Harm-Based Critique of the Biostatistical Theory

J Med Philos. 2024 Jun 17:jhae017. doi: 10.1093/jmp/jhae017. Online ahead of print.

ABSTRACT

Jerome Wakefield criticizes my biostatistical analysis of the pathological-as statistically subnormal biological part-functional ability relative to species, sex, and age-for its lack of a harm clause. He first charges me with ignoring two general distinctions: biological versus medical pathology, and disease of a part versus disease of a whole organism. He then offers 10 counterexamples that, he says, are harmless dysfunctions but not medical disorders. Wakefield ends by arguing that we need a harm clause to explain American psychiatry’s 1973 decision to declassify homosexuality. I reply, first, that his two distinctions are philosophic fantasies alien to medical usage, invented only to save his own harmful-dysfunction analysis (HDA) from a host of obvious counterexamples. In any case, they do not coincide with the harmless/harmful distinction. In reality, medicine admits countless chronic diseases that are, contrary to Wakefield, subclinical for most of their course, as well as many kinds of typically harmless skin pathology. As for his 10 counterexamples, no medical source he cites describes them as he does. I argue that none of his examples contradicts the biostatistical analysis: all either are not part-dysfunctions (situs inversus, incompetent sperm, normal-flora infection) or are indeed classified as medical disorders (donated kidney, Typhoid Mary’s carrier status, latent tuberculosis or HIV, cherry angiomas). And if Wakefield’s HDA fits psychiatry, the fact that it does not fit medicine casts doubt on psychiatry’s status as a medical specialty.

PMID:38885259 | DOI:10.1093/jmp/jhae017

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Nevin Manimala Statistics

Epidemiology of non-trauma orthopedic conditions among inpatients admitted at a tertiary teaching and referral hospital in Kenya: A chart review

PLoS One. 2024 Jun 17;19(6):e0303898. doi: 10.1371/journal.pone.0303898. eCollection 2024.

ABSTRACT

Non-traumatic orthopedic conditions are pathological conditions involving musculoskeletal system that includes muscles, tendons, bone and joints and associated with frequent medical and surgical care and high treatment costs. There is paucity of information on the pattern of non-traumatic orthopedic conditions in low and middle income countries. The purpose of this study was to determine the epidemiology of non-traumatic orthopedic conditions among inpatients at the Kenyatta National Hospital in Kenya. This was a cross-sectional study with a sample of 175 charts reviewed. Approximately, 70.3% of the inpatients were aged between 25 to 64 years of age with the mean age of 39.97 years (STD 18.78). Ever married tended to be older 53.5 (95% CI: 46.8-60.2) years than other marital statuses. Approximately, 60.6% were males, 38.9% had comorbidities and 49.1% were casuals or unemployed. All inpatients were Kenyans with Nairobi County comprising 52.6% of all inpatients. Approximately, 77.7% were self-referrals. The commonest non-trauma orthopaedic conditions were infection and non-union (35.4%) and spinal degenerative diseases (20.60%) and the least was limb deformities (1.70%). Compared to females, males were 3.703 (p<0.001) times more likely to have infection and non-union. Patients with primary, secondary and tertiary education were 88.2% (p<0.001), 75.6% (p<0.001) and 68.1% (p = 0.016) less likely to have infection and non-union compared to those with no or preschool education. Widows were 8.500 (p = 0.028) times more likely to have spinal degenerative disease than married. Males were 70.8% (p = 0.031) less likely to have osteoarthritis than females. Inpatients with secondary education were 5.250 (p = 0.040) times more likely to have osteoarthritis than those with no or preschool education. In conclusion, majority of inpatients were young and middle aged adults. Infection and non-union and spinal degenerative diseases were the most common non-trauma orthopedic conditions. While males and those with low education were more likely to have infection and non-union, married were more likely to have spinal degenerative disease. Osteoarthritis was more likely among female admissions.

PMID:38885257 | DOI:10.1371/journal.pone.0303898