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Nevin Manimala Statistics

Efficacy and Safety Evaluation of Scleral Cross-Linking Using Genipin in the Treatment of Juvenile Guinea Pigs with High Myopia

J Ocul Pharmacol Ther. 2023 Aug 15. doi: 10.1089/jop.2023.0024. Online ahead of print.

ABSTRACT

Purpose: To investigate the efficacy and safety of scleral cross-linking (CXL) using Genipin in the treatment of juvenile guinea pigs with high myopia. Methods: Twenty-four 4-week-old tricolor guinea pigs with high myopia of diopter ≤ -6.0 DS in the right eye were randomly divided into two groups: Genipin CXL group and control group (n = 12 for each group). They received separately form-deprivation (FD) combined with sub-tenon injection, and the former was 0.5% Genipin solution, while the latter was 0.9% saline solution. Refractive error, axial length (AL), intraocular pressure (IOP), and structural and vasculature optic disc changes in optical coherence tomography (OCT) and OCT angiography (OCTA) were analyzed at baseline and at 3 weeks after injection. Results: Baseline parameters were similar between the two groups (P > 0.05). After 3 weeks of the intervention, the difference of AL between the two groups was statistically significant (t = -11.28, P < 0.001). Besides, IOP increased in both groups, and the changes of IOP between the two groups were statistically significant (t = 2.80, P = 0.01). The average cup-disc ratio (C/D) (t = 3.11, P = 0.006) and the vertical C/D (t = 2.96, P = 0.009) of OCT-related optic disc parameters in the Genipin CXL group increased, and the differences were statistically significant compared with the control group. Conclusion: The CXL method of sub-tenon injection of Genipin solution could effectively inhibit the progression of myopia in juvenile guinea pigs with highly myopic eyes combined with FD. The slightly elevated IOP and increased C/D of some fundus optic discs should be further assessed.

PMID:37582278 | DOI:10.1089/jop.2023.0024

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Nevin Manimala Statistics

Sources of Facial Injury Across Age Groups: A Nationwide Overview Using the National Electronic Injury Surveillance System Database

J Craniofac Surg. 2023 Aug 15. doi: 10.1097/SCS.0000000000009582. Online ahead of print.

ABSTRACT

BACKGROUND: Facial trauma comprises a significant portion of injuries that occur each year in the United States, with injuries ranging from lacerations to complex facial fractures. This study aims to provide a broad epidemiologic overview of facial trauma in the United States to direct preventative safety measures.

METHODS: A cross-sectional study was conducted utilizing the National Electronic Injury Surveillance System database to identify the weighted national incidence of facial injuries from 2017 to 2021. Descriptive and inferential statistical analysis was used to compare the demographics of patients, the settings where the injury occurred, and the products resulting in the injury.

RESULTS: A total of 8,465,538 out of 64,312,132 weighted encounters involved facial injuries. Less than 10 years was the highest-represented age group (36.8%). The most frequent disposition was treated and released (91.1%), with increasing age associated with higher rates of hospitalization (odds ratio: 1.04, P < 0.001). Cases predominantly occurred at home (49.0%), and the most common type of injury was laceration (36.5%). At-home injuries increased with age, comprising 39.2% of facial injuries for 21 to 40 years, 52.0% for 41 to 64 years, and 58.0% for older than 65 years. Building structures (21.4%) were the most prevalent source of injury, composed predominantly of floors (58.3%) and ceilings and walls (10.4%).

CONCLUSIONS: There is an understated burden of at-home facial injuries across all age groups, beyond the pediatric and geriatric population. Fall prevention and home environmental hazards education could benefit all ages, reducing the incidence of facial trauma.

PMID:37582255 | DOI:10.1097/SCS.0000000000009582

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Nevin Manimala Statistics

A Functional Bayesian Model for Hydrogen-Deuterium Exchange Mass Spectrometry

J Proteome Res. 2023 Aug 15. doi: 10.1021/acs.jproteome.3c00297. Online ahead of print.

ABSTRACT

Proteins often undergo structural perturbations upon binding to other proteins or ligands or when they are subjected to environmental changes. Hydrogen-deuterium exchange mass spectrometry (HDX-MS) can be used to explore conformational changes in proteins by examining differences in the rate of deuterium incorporation in different contexts. To determine deuterium incorporation rates, HDX-MS measurements are typically made over a time course. Recently introduced methods show that incorporating the temporal dimension into the statistical analysis improves power and interpretation. However, these approaches have technical assumptions that hinder their flexibility. Here, we propose a more flexible methodology by reframing these methods in a Bayesian framework. Our proposed framework has improved algorithmic stability, allows us to perform uncertainty quantification, and can calculate statistical quantities that are inaccessible to other approaches. We demonstrate the general applicability of the method by showing it can perform rigorous model selection on a spike-in HDX-MS experiment, improved interpretation in an epitope mapping experiment, and increased sensitivity in a small molecule case-study. Bayesian analysis of an HDX experiment with an antibody dimer bound to an E3 ubiquitin ligase identifies at least two interaction interfaces where previous methods obtained confounding results due to the complexities of conformational changes on binding. Our findings are consistent with the cocrystal structure of these proteins, demonstrating a bayesian approach can identify important binding epitopes from HDX data. We also generate HDX-MS data of the bromodomain-containing protein BRD4 in complex with GSK1210151A to demonstrate the increased sensitivity of adopting a Bayesian approach.

PMID:37582225 | DOI:10.1021/acs.jproteome.3c00297

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Nevin Manimala Statistics

Do antihypertensive drugs combinations in single-pill combination improve cardiovascular outcomes?

Medicina (B Aires). 2023;83(4):603-611.

ABSTRACT

Recommendations and guidelines propose to combine antihypertensive drugs to improve BP control, highlighting the advantages of single-pill combinations (SPCs) to improve treatment adherence. It is speculated that, compared with free-dose combinations (Free-DCs), SPC should achieve a reduction in cardiovascular (CV) events and mortality through better adherence and BP control. However, there is little information in this regard. For this reason, the objective of this review was to provide a descriptive analysis the differences in CV outcomes between SPCs antihypertensive drugs treatments vs. Free-DCs treatments. Ten studies were found and none had a randomized controlled design. Medication adherence was higher with SPCs, but outcomes were not adjusted for the adherence / persistence. When groups were compared according to similar adherence degrees, the statistical significance in favor of SPCs disappeared. Thus, randomized controlled studies are necessary to evaluate if SPCs have any effect beyond the improvement of the adherence to hypertensive treatment.

PMID:37582134

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Nevin Manimala Statistics

The COVID-19 baby bump in the United States

Proc Natl Acad Sci U S A. 2023 Aug 22;120(34):e2222075120. doi: 10.1073/pnas.2222075120. Epub 2023 Aug 15.

ABSTRACT

We use natality microdata covering the universe of US. births for 2015 to 2021 and California births from 2015 through February 2023 to examine childbearing responses to the COVID-19 pandemic. We find that 60% of the 2020 decline in US fertility rates was driven by sharp reductions in births to foreign-born mothers although births to this group comprised only 22% of all US births in 2019. This decline started in January 2020. In contrast, the COVID-19 recession resulted in an overall “baby bump” among US-born mothers, which marked the first reversal in declining fertility rates since the Great Recession. Births to US-born mothers fell by 31,000 in 2020 relative to a prepandemic trend but increased by 71,000 in 2021. The data for California suggest that US births remained elevated through February 2023. The baby bump was most pronounced for first births and women under age 25, suggesting that the pandemic led some women to start families earlier. Above age 25, the baby bump was most pronounced for women aged 30 to 34 and women with a college education. The 2021 to 2022 baby bump is especially remarkable given the large declines in fertility rates that would have been projected by standard statistical models.

PMID:37582121 | DOI:10.1073/pnas.2222075120

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Nevin Manimala Statistics

Two complementary approaches to estimate an excess of mortality: The case of Switzerland 2022

PLoS One. 2023 Aug 15;18(8):e0290160. doi: 10.1371/journal.pone.0290160. eCollection 2023.

ABSTRACT

OBJECTIVE: During the COVID-19 pandemic, excess mortality has generally been estimated comparing overall mortality in a given year with either past mortality levels or past mortality trends, with different results. Our objective was to illustrate and compare the two approaches using mortality data for Switzerland in 2022, the third year of the COVID-19 pandemic.

METHODS: Using data from the Swiss Federal Statistical Office, standardized mortality rates and life expectancies in 2022 were compared with those of the last pre-pandemic year 2019 (first approach), as well as with those that would be expected if the pre-pandemic downward trend in mortality had continued during the pandemic (second approach). The pre-pandemic trend was estimated via a Poisson log-linear model on age-specific mortality over the period 2010-19.

RESULTS: Using the first approach, we estimated in Switzerland in 2022 an excess mortality of 2.6% (95%CI: 1.0%-4.1%) for men and 2.5% (95%CI: 1.0%-4.0%) for women, while the excess mortality rose to 8.4% (95%CI: 6.9%-9.9%) for men and 6.0% (95%CI: 4.6%-7.5%) for women using the second approach. Age classes over 80 were the main responsible for the excess mortality in 2022 for both sexes using the first approach, although a significant excess mortality was also found in most age classes above 30 using the second approach. Life expectancy in 2022 has been reduced by 2.7 months for men and 2.4 months for women according to the first approach, whereas it was reduced by respectively 8.8 and 6.0 months according to the second approach.

CONCLUSIONS: The excess mortality and loss of life expectancy in Switzerland in 2022 are around three times greater if the pre-pandemic trend is taken into account than if we simply compare 2022 with 2019. These two different approaches, one being more speculative and the other more factual, can also be applied simultaneously and provide complementary results. In Switzerland, such a dual-approach strategy has shown that the pre-pandemic downward trend in mortality is currently halted, while pre-pandemic mortality levels have largely been recovered by 2022.

PMID:37582109 | DOI:10.1371/journal.pone.0290160

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Nevin Manimala Statistics

Impact of COVID-19 lockdowns on house sparrows: Comparative study from an Indian context

PLoS One. 2023 Aug 15;18(8):e0289548. doi: 10.1371/journal.pone.0289548. eCollection 2023.

ABSTRACT

Due to the outbreak of COVID-19, the last couple of years have been drastic in terms of human behavioural patterns. The pandemic has taught us key lessons about crisis, communication and misinformation. People were forced to stay at home for a very long duration because of the strict lockdown measures imposed by governments all over the globe. India was no exception, wherein the Indian government imposed several very strict lockdowns all across the country, which restricted human activities and their social behaviours. However, such restrictions were seen to have a positive impact on environment and ecology. In this paper, we aim to study the changes in House sparrow sightings, as a result of the lockdowns. It is postulated that the lockdowns give rise to increased House sparrow numbers, which we try to argue, using appropriate exploratory analysis and statistical modelling. We apply a specific “zero-inflated Poisson” regression model in this regard.

PMID:37582107 | DOI:10.1371/journal.pone.0289548

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Nevin Manimala Statistics

Prevalence of antibiotic use for diarrhea among 1.3 million under-five years children: A multicounty retrospective analysis from 2006-2018

PLoS One. 2023 Aug 15;18(8):e0289045. doi: 10.1371/journal.pone.0289045. eCollection 2023.

ABSTRACT

BACKGROUND: This paper aims to estimate the prevalence of antibiotic use for diarrhea among under-five children (u5c) in low- and middle-income countries (LMICs) using data from 112 Demographic Health Surveys (DHS) conducted between 2006 and 2018. The focus is on understanding the extent of antibiotic usage for managing diarrhea, a condition characterized by frequent loose or watery bowel movements that can lead to severe dehydration.

METHODS AND FINDINGS: A cross-sectional study design was employed in the DHS. The prevalence of antibiotic use for diarrhea among under-five children was estimated by analyzing DHS data from 2006 to 2018 and using the R statistical programming language. Out of a total of 12,69,944 children under five included in this study, 1,80,067 children had diarrhea and 19,502 children had bloody diarrhea. The overall prevalence of diarrhea estimated at ~14% (prevalence = 0.142; 95% CI = 0.141, 0.142). Among the children with diarrhea, 47,755 child received antibiotic treatment, resulting a prevalence of ~27% (prevalence = 0.27, 95% CI = 0.26, 0.27) globally. Central Asia had the highest prevalence of antibiotic use at ~55% (prevalence = (967/1748) = 0.55, 95% CI = 0.52, 0.59), followed by the Europe region with a prevalence of ~44% (prevalence = (5483/12502) = 0.44, 95% CI = 0.43, 0.45). In the South East and Central Asia region, DHS conducted between 2006 and 2018, showed the highest prevalence of antibiotic use in DHS 2007 (~44%), DHS 2012 (~49%), DHS 2016 (~40%) and DHS 2017 (~65%). The linear trend analysis showed an upward trend for using antibiotic of diarrhea in the South East and Central Asia region.

CONCLUSIONS: The Central Asia region had the highest proportion of antibiotic use, with an estimated prevalence of ~55% (95% CI = 0.52, 0.59). The Europe region followed closely with a prevalence of ~44% (95% CI = 0.43, 0.45). The South East Asia region had the lowest prevalence of antibiotic use estimated at ~23% (95% CI = 0.22, 0.24), with a gradual increasing trend.

PMID:37582081 | DOI:10.1371/journal.pone.0289045

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Nevin Manimala Statistics

Dermoscopy of oral and genital mucosal lesions: A descriptive cross-sectional study protocol

PLoS One. 2023 Aug 15;18(8):e0289562. doi: 10.1371/journal.pone.0289562. eCollection 2023.

ABSTRACT

INTRODUCTION: Dermoscopy is a safe, rapid, and non-invasive tool that aids in the clinical examination of pigmented and non-pigmented lesions. The upward trend in the use of dermoscopy can be attributed to the availability of compact hand-held and sophisticated dermoscopes, that are small enough to be carried around in a pocket. The extent of dermoscopy is not only limited to the evaluation of cutaneous lesions but also involves its use in the assessment of mucosal lesions along with lesions of hair and nails.

METHODS: In a descriptive cross-sectional study, subjects (n = 100) with oral or genital mucosal lesions will be enrolled. Following a thorough clinical examination, a dermoscopy of the lesion will be performed with Dermlite DL4© Dermoscope, having a magnification of 10x. Images obtained would be stored and evaluated for observing specific morphologic patterns on dermoscopy which would be utilized to describe those patterns and arrive at a specific diagnosis. Descriptive statistics will include mean and standard deviation to summarise quantitative variation. Dermoscopic features of oral and genital mucosal lesions will be estimated in percentage.

PURPOSE OF STUDY: Mucosal lesions several times mimic each other morphologically. Performing a biopsy is not always feasible for oral and genital lesions because they may be difficult to reach and tend to bleed more profusely compared to the skin surface due to its rich vascular nature. Dermoscopy is a non-invasive tool that helps in the diagnosis that is used mostly for the evaluation of non-mucosal lesions. For the same reason, there is no or minimal information in the published literature with regard to dermoscopic patterns of mucosal lesions. The current study intends to describe dermoscopic patterns in oral and genital mucosal diseases so that this important information would assist the diagnosis in a non-invasive manner thereby reducing the need for invasive investigations like mucosal biopsy.

EXPECTED CLINICAL OUTCOMES: To summarize, this research is intended to add to the scarce literature on dermoscopic findings of oral and genital mucosal lesions. The study findings would establish the diagnosis and eliminate the need for unwarranted invasive biopsies of mucosal lesions and, if need be, help in the selection of the biopsy site.

PMID:37582080 | DOI:10.1371/journal.pone.0289562

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Nevin Manimala Statistics

Patient safety improvement in the gastroenterology department: An action research

PLoS One. 2023 Aug 15;18(8):e0289511. doi: 10.1371/journal.pone.0289511. eCollection 2023.

ABSTRACT

BACKGROUND: Patient safety is a global concern. Safe and effective care can shorten hospital stays and prevent or minimize unintentional harm to patients. Therefore, it is necessary to continuously monitor and improve patient safety in all medical environments. This study is aimed at improving patient safety in gastroenterology departments.

METHODS: The study was carried out as action research. The participants were patients, nurses and doctors of the gastroenterology department of Ayatollah Taleghani Hospital in Tehran in 2021-2022. Data were collected using questionnaires (medication adherence tool, patient education effectiveness evaluation checklist, and medication evidence-based checklist), individual interviews and focus groups. The quantitative data analysis was done using SPSS (v.20) and qualitative data analysis was done through content analysis method using MAXQDA analytic pro 2022 software.

RESULTS: The majority of errors were related to medication and the patient’s fault due to their lack of education and prevention strategy were active supervision, modification of clinical processes, improvement of patient education, and promotion of error reporting culture. The findings of the research showed that the presence of an active supervisor led to the identification and prevention of more errors (P<0.01). Regarding the improvement of clinical processes, elimination of reworks can increase satisfaction in nurses (P<0.01). In terms of patient education, the difference was not statistically significant (P>0.01); however, the mean medication adherence score was significantly different (P<0.01).

CONCLUSION: The improvement strategies of patient safety in Gastroenterology department included the modification of ward monitoring processes, improving/modification clinical processes, improvement of patient education, and development of error reporting culture. Identifying inappropriate processes and adjusting them based on the opinion of the stakeholders, proper patient education regarding self-care, careful monitoring using appropriate checklists, and presence of a supervisor in the departments can be effective in reducing the incidence rate. A comprehensive error reporting program provides an opportunity for employees to report errors.

PMID:37582075 | DOI:10.1371/journal.pone.0289511