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Nevin Manimala Statistics

Concealed firearm carrying laws and defensive firearm use in public locations of US metropolitan areas, 1986-2004

Inj Prev. 2024 Jul 22:ip-2024-045257. doi: 10.1136/ip-2024-045257. Online ahead of print.

ABSTRACT

OBJECTIVES: There has been extensive debate in the USA as to how laws regulating the carrying of concealed firearms affect crime and public safety. This study examines whether US state laws making it easier for civilians to obtain permits to carry concealed handguns in public increase defensive gun uses against violent threats and attacks in public.

METHODS: We used National Crime Victimization Survey data from 39 metropolitan statistical areas (MSAs) in the USA over a 19-year period (1986-2004) to examine whether laws making it easier for civilians to obtain concealed carry permits are linked to higher levels of defensive gun use against violence in public spaces of metropolitan areas. Bivariate χ2 tests and multivariate logistic regression models (controlling for actor and situational characteristics) were used with 7196 public incidents to examine whether the likelihood of the victim using a gun against an attacker(s) varied based on the type of concealed carry law in the MSA at the time of the incident.

RESULTS: The prevalence of self-defensive gun use in this sample was not clearly related to the passage of permissive gun carrying laws. Although defensive gun use was more common in MSAs with permissive gun carrying laws, this difference was not consistently related in magnitude or statistical significance to the passage of those laws or the length of time they had been in effect.

CONCLUSIONS: Permissive concealed carry permit laws do not produce evident increases in self-defensive gun uses against crime in public locations.

PMID:39038941 | DOI:10.1136/ip-2024-045257

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Nevin Manimala Statistics

Impact of an enhanced sobriety checkpoints programme and publicity campaign on motor vehicle collisions, injuries and deaths in Leon, MX: a synthetic control study

Inj Prev. 2024 Jul 22:ip-2023-045019. doi: 10.1136/ip-2023-045019. Online ahead of print.

ABSTRACT

OBJECTIVE: Drunk driving is a major cause of road traffic injuries and deaths in Latin America. We evaluated the impact of a drunk driving intervention in Leon, Mexico on road traffic safety.

METHODS: The intervention included increased drunk driving penalties, enhanced sobriety checkpoints and a young adult-focused mass media campaign, beginning 19 December 2018. We created a synthetic control Leon from 12 Mexican municipalities from a pool of 87 based on similarity to Leon using key predictors from 2015 to 2019. We assessed the effect of the intervention on road traffic collisions overall and collisions with injuries, deaths and involving alcohol, using data from police, insurance claims and vital registration.

RESULTS: As compared with the synthetic control, Leon experienced significant postintervention lower police-reported total collision rate (17%) and injury collisions (33%). Alcohol-involved collisions were 38% lower than the synthetic control. Fatal collisions reported by police were 28% lower while vital registration road traffic deaths were 12% lower, though these declines were not statistically significant. We found no impact on insurance collision claims. There was heterogeneity in these changes over the evaluation year, with stronger initial effects and weaker effects by the end of the year.

CONCLUSIONS: Drunk driving policies in Leon led to fewer traffic collisions and injuries during the first year of implementation, with a weakening of this effect over time, similar to interventions in high-income settings and other Latin American countries. Supporting the expansion of similar policies to other cities in the region could improve road safety.

PMID:39038940 | DOI:10.1136/ip-2023-045019

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Nevin Manimala Statistics

Circulating T cell status and molecular imaging may predict clinical benefit of neoadjuvant PD-1 blockade in oral cancer

J Immunother Cancer. 2024 Jul 22;12(7):e009278. doi: 10.1136/jitc-2024-009278.

ABSTRACT

BACKGROUND: Addition of neoadjuvant immune checkpoint inhibition to standard-of-care interventions for locally advanced oral cancer could improve clinical outcome.

METHODS: In this study, 16 evaluable patients with stage III/IV oral cancer were treated with one dose of 480 mg nivolumab 3 weeks prior to surgery. Primary objectives were safety, feasibility, and suitability of programmed death receptor ligand-1 positron emission tomography (PD-L1 PET) as a biomarker for response. Imaging included 18F-BMS-986192 (PD-L1) PET and 18F-fluorodeoxyglucose (FDG) PET before and after nivolumab treatment. Secondary objectives included clinical and pathological response, and immune profiling of peripheral blood mononuclear cells (PBMCs) for response prediction. Baseline tumor biopsies and postnivolumab resection specimens were evaluated by histopathology.

RESULTS: Grade III or higher adverse events were not observed and treatment was not delayed in relation to nivolumab administration and other study procedures. Six patients (38%) had a pathological response, of whom three (19%) had a major (≥90%) pathological response (MPR). Tumor PD-L1 PET uptake (quantified using standard uptake value) was not statistically different in patients with or without MPR (median 5.3 vs 3.4). All major responders showed a significantly postnivolumab decreased signal on FDG PET. PBMC immune phenotyping showed higher levels of CD8+ T cell activation in MPR patients, evidenced by higher baseline expression levels of PD-1, TIGIT, IFNγ and lower levels of PD-L1.

CONCLUSION: Together these data support that neoadjuvant treatment of advanced-stage oral cancers with nivolumab was safe and induced an MPR in a promising 19% of patients. Response was associated with decreased FDG PET uptake as well as activation status of peripheral T cell populations.

PMID:39038919 | DOI:10.1136/jitc-2024-009278

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Nevin Manimala Statistics

Use of oral moist tobacco (snus) in puberty and its association with asthma in the population-based RHINESSA study

BMJ Open Respir Res. 2024 Jul 22;11(1):e002401. doi: 10.1136/bmjresp-2024-002401.

ABSTRACT

OBJECTIVES: To investigate the association of early snus use initiation (≤15 years of age) with asthma and asthma symptoms.

DESIGN: Cross-sectional analysis of a population-based cohort.

SETTING: Study centres in Norway, Sweden, Iceland, Denmark and Estonia, from 2016 to 2019.

PARTICIPANTS: 9002 male and female participants above 15 years of age of the Respiratory Health in Northern Europe, Spain and Australia study.

MAIN OUTCOME MEASURES: Current asthma and asthma symptoms.

RESULTS: The median age of study participants was 28 years (range 15-53) and 58% were women. 20% had used snus, 29% men and 14% women. Overall, 26% of males and 14% of females using snus started ≤15 years of age. Early snus use initiation was associated with having three or more asthma symptoms (OR 2.70; 95% CI 1.46 to 5.00) and a higher asthma symptom score (β-coefficient (β) 0.35; 95% CI 0.07 to 0.63) in women. These associations were weak in men (OR 1.23; 95% CI 0.78 to 1.94; β 0.16; 95% CI -0.06 to 0.38, respectively). There was evidence for an association of early snus initiation with current asthma (OR 1.72; 95% CI 0.88 to 3.37 in women; OR 1.31; 95% CI 0.84 to 2.06 in men). A sensitivity analysis among participants without smoking history showed stronger estimates for all three outcomes, in both men and women, statistically significant for three or more asthma symptoms in women (OR 3.28; 95% CI 1.18 to 9.10). Finally, no consistent associations with asthma outcomes were found for starting snus after age 15 years.

CONCLUSIONS: Snus initiation in puberty was associated with higher likelihood of asthma and asthma symptoms, with the highest estimates in females and those without smoking history. These results raise concerns about the health adversities of early snus initiation and emphasise the need for public health initiatives to protect young people from this tobacco product.

PMID:39038916 | DOI:10.1136/bmjresp-2024-002401

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Nevin Manimala Statistics

Disability and long-term breathlessness: a cross-sectional, population study

BMJ Open Respir Res. 2024 Jul 22;11(1):e002029. doi: 10.1136/bmjresp-2023-002029.

ABSTRACT

INTRODUCTION: Disability, resulting from altered interactions between individuals and their environment, is a worldwide issue causing inequities and suffering. Many diseases associated with breathlessness cause disability but the relationship between disability and the severity of breathlessness itself is unknown.This study evaluated associations between disability using the WHO’s Disability Assessment Schedule (WHODAS) 2.0 and levels of long-term breathlessness limiting exertion.

METHODS: This population-based, cross-sectional online survey (n=10 033) reflected the most recent national census (2016) by age, sex, state/territory of residence and rurality. Assessments included self-reported disability (WHODAS 2.0 12-item (range 12 (no disability) to 60 (most severe disability)) assessed in 6 domains) and long-term breathlessness limiting exertion (modified Medical Research Council (mMRC) breathlessness scale; 0-4 (4-most severe)). Days in the last month affected by breathlessness were reported.

RESULTS: Of respondents (52% women; mean age 45), mean total disability score was 20.9 (SD 9.5). 42% (n=4245) had mMRC >0 (mMRC1 31% (n=3139); mMRC2 8% (n=806); mMRC3,4 3% (n=300)). Every level of long-term breathlessness limiting exertion was associated with greater levels of disability (total p <0.001; each domain p <0.001). The most compromised domains were Mobility and Participation.In the last 30 days, people with severe breathlessness (mMRC 3-4): experienced disability (20 days); reduced activities/work (10 days); and completely forwent activities (another 5 days).

CONCLUSIONS: Disability should be in the definition of persistent breathlessness as it is systematically associated with long-term breathlessness limiting exertion in a grade-dependent, multidimensional manner. Disability should be assessed in people with long-term breathlessness to optimise their social well-being and health.

PMID:39038915 | DOI:10.1136/bmjresp-2023-002029

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Nevin Manimala Statistics

Development of machine learning models predicting mortality using routinely collected observational health data from 0-59 months old children admitted to an intensive care unit in Bangladesh: critical role of biochemistry and haematology data

BMJ Paediatr Open. 2024 Jul 22;8(1):e002365. doi: 10.1136/bmjpo-2023-002365.

ABSTRACT

INTRODUCTION: Treatment in the intensive care unit (ICU) generates complex data where machine learning (ML) modelling could be beneficial. Using routine hospital data, we evaluated the ability of multiple ML models to predict inpatient mortality in a paediatric population in a low/middle-income country.

METHOD: We retrospectively analysed hospital record data from 0-59 months old children admitted to the ICU of Dhaka hospital of International Centre for Diarrhoeal Disease Research, Bangladesh. Five commonly used ML models- logistic regression, least absolute shrinkage and selection operator, elastic net, gradient boosting trees (GBT) and random forest (RF), were evaluated using the area under the receiver operating characteristic curve (AUROC). Top predictors were selected using RF mean decrease Gini scores as the feature importance values.

RESULTS: Data from 5669 children was used and was reduced to 3505 patients (10% death, 90% survived) following missing data removal. The mean patient age was 10.8 months (SD=10.5). The top performing models based on the validation performance measured by mean 10-fold cross-validation AUROC on the training data set were RF and GBT. Hyperparameters were selected using cross-validation and then tested in an unseen test set. The models developed used demographic, anthropometric, clinical, biochemistry and haematological data for mortality prediction. We found RF consistently outperformed GBT and predicted the mortality with AUROC of ≥0.87 in the test set when three or more laboratory measurements were included. However, after the inclusion of a fourth laboratory measurement, very minor predictive gains (AUROC 0.87 vs 0.88) resulted. The best predictors were the biochemistry and haematological measurements, with the top predictors being total CO2, potassium, creatinine and total calcium.

CONCLUSIONS: Mortality in children admitted to ICU can be predicted with high accuracy using RF ML models in a real-life data set using multiple laboratory measurements with the most important features primarily coming from patient biochemistry and haematology.

PMID:39038911 | DOI:10.1136/bmjpo-2023-002365

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Nevin Manimala Statistics

Membership Data From Scientific and Professional Societies: An Ally in the Quest to Improve the Retention of Women in Medical Physics and Radiation Oncology Societies

Int J Radiat Oncol Biol Phys. 2024 Aug 1;119(5):1344-1346. doi: 10.1016/j.ijrobp.2024.02.051.

NO ABSTRACT

PMID:39038908 | DOI:10.1016/j.ijrobp.2024.02.051

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Nevin Manimala Statistics

Development of a qPCR method for classification of botrytized grape berries originated from Tokaj wine region

Food Microbiol. 2024 Oct;123:104582. doi: 10.1016/j.fm.2024.104582. Epub 2024 Jun 5.

ABSTRACT

One of the best-known Hungarian products on world wine market is Aszú, which belongs to the family of Tokaj wine specialties and is made from aszú berries. An important condition for the formation of aszú berries is the noble rot of technologically mature grapes, which is caused by Botrytis cinerea. At the same time botrytized sweet wines are produced not only in Hungary, but in many locations of wine-producing areas of Europe as well as in certain wine growing regions of other continents. The determination of botrytization is mostly based on sensory evaluations, which is a highly subjective procedure and largely depends on the training and experience of the evaluator. Currently, the classification of aszú berries (class I and class II) is based only on visual inspection and determination of sugar content. Based on these facts the primary goal of our work was to develop a qPCR assay capable for objective rating and classification of aszú berries. The developed qPCR is highly specific and sensitive as can clearly distinguish between B. cinerea and other filamentous fungi and yeast species occur on grapes. Moreover, it is suitable for categorizing berries colonized by B. cinerea to varying degrees. Thus, the developed qPCR method can be a useful technique for classification of the grape berries into four quality groups: healthy, semi-shrivelled, Aszú Class II and Aszú Class I.

PMID:39038888 | DOI:10.1016/j.fm.2024.104582

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Nevin Manimala Statistics

Association between diabetes mellitus and total hip arthroplasty outcomes: an observational study using the US National Inpatient Sample

BMJ Open. 2024 Jul 22;14(7):e085400. doi: 10.1136/bmjopen-2024-085400.

ABSTRACT

OBJECTIVES: To investigate the association of diabetes with postoperative outcomes in patients undergoing primary total hip arthroplasty (THA).

DESIGN: Retrospective cohort study using data from the US National Inpatient Sample (NIS).

SETTING: Study cohort was hospitalisations for primary THA in the USA, identified from the 2016-2020 NIS.

PARTICIPANTS: We identified 2 467 215 adults in the 2016-2020 NIS who underwent primary THA using International Classification of Diseases, 10th Revision codes. Primary THA hospitlizations were analysed as the overall group and also stratified by the underlying primary diagnosis for THA.

OUTCOME MEASURES: Outcome measures of interest were the length of hospital stay>the median, total hospital charges>the median, inpatient mortality, non-routine discharge, need for blood transfusion, prosthetic fracture, prosthetic dislocation and postprocedural infection, including periprosthetic joint infection, deep surgical site infection and postprocedural sepsis.

RESULTS: Among 2 467 215 patients who underwent primary THA, the mean age was 68.7 years, 58.3% were female, 85.7% were white, 61.7% had Medicare payer and 20.4% had a Deyo-Charlson index (adjusted to exclude diabetes mellitus) of 2 or higher. 416 850 (17%) patients had diabetes. In multivariable-adjusted logistic regression in the overall cohort, diabetes was associated with higher odds of a longer hospital stay (adjusted OR (aOR) 1.38; 95% CI 1.35 to 1.41), higher total charges (aOR 1.11; 95% CI 1.09 to 1.13), non-routine discharge (aOR 1.18; 95% CI 1.15 to 1.20), the need for blood transfusion (aOR 1.19; 95% CI 1.15 to 1.23), postprocedural infection (aOR 1.62; 95% CI 1.10 to 2.40) and periprosthetic joint infection (aOR 1.91; 95% CI 1.12 to 3.24). We noted a lack of some associations in the avascular necrosis and inflammatory arthritis cohorts (p>0.05).

CONCLUSION: Diabetes was associated with increased healthcare utilisation, blood transfusion and postprocedural infection risk following primary THA. Optimisation of diabetes with preoperative medical management and/or institution of specific postoperative pathways may improve these outcomes. Larger studies are needed in avascular necrosis and inflammatory arthritis cohorts undergoing primary THA.

PMID:39038867 | DOI:10.1136/bmjopen-2024-085400

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Nevin Manimala Statistics

Examining the availability and readiness of health facilities to provide cervical cancer screening services in Nepal: a cross-sectional study using data from the Nepal Health Facility Survey

BMJ Open. 2024 Jul 22;14(7):e077537. doi: 10.1136/bmjopen-2023-077537.

ABSTRACT

OBJECTIVE: We assessed the availability and readiness of health facilities to provide cervical cancer screening services in Nepal.

DESIGN: Cross-sectional study.

SETTING: We used secondary data from a nationally representative 2021 Nepal Health Facility Survey, specifically focusing on the facilities offering cervical cancer screening services.

OUTCOME MEASURES: We defined the readiness of health facilities to provide cervical cancer screening services using the standard WHO service availability and readiness assessment manual.

RESULTS: The overall readiness score was 59.1% (95% CI 55.4% to 62.8%), with more equipment and diagnostic tests available than staff and guidelines. Public hospitals (67.4%, 95% CI 63.0% to 71.7%) had the highest readiness levels. Compared with urban areas, health facilities in rural areas had lower readiness. The Sudurpashchim, Bagmati and Gandaki provinces had higher readiness levels (69.1%, 95% CI 57.7% to 80.5%; 60.1%, 95% CI 53.4% to 66.8%; and 62.5%, 95% CI 56.5% to 68.5%, respectively). Around 17% of facilities had trained providers and specific guidelines to follow while providing cervical cancer screening services. The basic healthcare centres (BHCCs) had lower readiness than private hospitals. Facility types, province and staff management meetings had heterogeneous associations with three conditional quantile scores.

CONCLUSION: The availability of cervical cancer screening services is limited in Nepal, necessitating urgent action to expand coverage. Our findings suggest that efforts should focus on improving the readiness of existing facilities by providing training to healthcare workers and increasing access to guidelines. BHCCs and healthcare facilities in rural areas and Karnali province should be given priority to enhance their readiness.

PMID:39038865 | DOI:10.1136/bmjopen-2023-077537