Tag: statistics

BMC Public Health. 2023 Feb 16;23(1):349. doi: 10.1186/s12889-023-15228-3.

ABSTRACT

BACKGROUND: In countries such as Eswatini, where there is a high HIV prevalence and low male circumcision the World Health Organization and the Joint United Nations Programme for HIV/AIDS recommend infant and adult circumcision be implemented. The aim of this study was to assess the knowledge, attitudes and acceptability of voluntary medical male circumcision amongst males attending high school in Eswatini.

METHODS: An observational cross-sectional study was conducted during February and March of 2018 amongst 407 young males (15-21 years) attending Form 4, in nine high schools in the Shiselweni region of Eswatini using a self-administered questionnaire of 42 close ended questions. Sociodemographic details, circumcision status, acceptance of voluntary medical male circumcision, knowledge and attitude scores analysed in Stata® 14 statistical software were described using frequencies, medians and ranges respectively. Bivariate and multivariate linear regression was used to assess the impact of independent variables on circumcision status and acceptance of voluntary medical male circumcision. The level of statistical significance was p < 0.05.

RESULTS: Amongst the 407 high school-going males, 48.98% (n = 201) reported being circumcised. The majority of the adolescents (75.74%; n = 306) were knowledgeable about voluntary medical male circumcision. However, an even larger majority (84.90% (n = 343) had a negative attitude towards it. In the multivariate logistic regression analysis, having parented their own children (aOR: 3.55; 95%CI: 1.2-10.48), and having circumcised friends (aOR: 3.99; 95%CI: 1.81-8.84) were significantly associated with being circumcised. Neither knowledge nor attitude were associated with the acceptability of voluntary medical male circumcision.

CONCLUSION: In Eswatini male high school students are knowledgeable about voluntary medical male circumcision but have a negative attitude towards it. Having parented their own children, and having circumcised friends influenced being circumcised.

PMID:36797696 | DOI:10.1186/s12889-023-15228-3

BMC Neurol. 2023 Feb 16;23(1):74. doi: 10.1186/s12883-023-03118-5.

ABSTRACT

BACKGROUND: Stroke is the second leading cause of disease-related death and the third leading cause of disability worldwide. However, how to accurately warn of stroke onset remains extremely challenging. Recently, phenylacetyl glutamine (PAGln) has been implicated in the onset of stroke, but evidences from cohort studies of onset are lacking, especially in patients with first-onset or recurrent. It is necessary to deeply demonstrate the effectiveness of PAGln level on warning stroke onset.

METHODS: One hundred fifteen first onset stroke patients, 33 recurrent stroke patients, and 135 non-stroke controls were included in the analysis. Risk factors associated with stroke attacking were evaluated, and plasma PAGln levels were detected via HPLC-MS based method. LASSO regression, Pearson correlation analysis, and univariate analysis were carried out to demonstrate the associations between PAGln levels and risk factors of stroke. Random forest machine learning algorithm was used to build classification models to achieve the distinction of first-onset stroke patients, recurrent stroke patients, and non-stroke controls, and further demonstrate the contribution of PAGln levels in the distinction of stroke onset.

RESULTS: The median level of PAGln in the first-onset stroke group, recurrent stroke group, and non-stroke group was 933 ng/mL, 1014 ng/mL, and 556 ng/mL, respectively. No statistical correlation was found between PAGln level and subject’s living habits, eating preferences, and concomitant diseases (hypertension, hyperlipidemia, and diabetes). Stroke severity indicators, mainly age and NIHSS score, were found associate with the PAGln levels. Machine learning classification models confirmed that PAGln levels, as the main contributing variable, could be used to distinguish recurrent stroke patients (but not first-onset stroke patients) from non-stroke controls.

CONCLUSION: PAGln may be an effective indicator to monitor the recurrence in stroke patients.

PMID:36797695 | DOI:10.1186/s12883-023-03118-5

J Am Podiatr Med Assoc. 2022 Apr 22:1-39. doi: 10.7547/21-215. Online ahead of print.

ABSTRACT

BACKGROUND: Given that excess opioid prescriptions contribute to the United States opioid epidemic and there are few national opioid prescribing guidelines for the management of acute pain, it is pertinent to determine if prescribers can sufficiently assess their own prescribing practice. The purpose of this study was to investigate podiatric surgeons’ ability to evaluate if their own opioid prescribing practice is less than, near, or above that of an “average” prescriber.

METHODS: We administered a scenario-based, voluntary, anonymous, online questionnaire via Qualtrics which consisted of five surgery-based scenarios commonly performed by podiatric surgeons. Respondents were asked the quantity of opioids they would prescribe at the time of surgery. Respondents were also asked to rate their prescribing practice compared to the average (median) podiatric surgeons. We compared self-reported behavior to self-reported perception (“I prescribe less than average,” “I prescribed about average,” and “I prescribe more than average”). ANOVA was used for univariate analysis between the three groups. We used linear regression to adjust for confounders. Data restriction was used to account for restrictive state laws.

RESULTS: One hundred fifteen podiatric surgeons completed the survey from in April 2020. Less than half of the time, respondents accurately identified their own category. Consequently, there were no statistically significant differences between podiatric surgeons who reported that they “prescribe less,” “prescribe about average,” and “prescribe more.” Paradoxically, there was a flip in scenario #5, whereas respondents who reported they “prescribe more” actually prescribed the least and respondents who believed that they “prescribe less” actually prescribed the most.

CONCLUSIONS: Cognitive bias, in the form of a novel effect, occurs in postoperative opioid prescribing practice; in the absence of procedure-specific guidelines or an objective standard, podiatric surgeons, more often than not, were unaware of how their own opioid prescribing practice measured up to other podiatric surgeons.

PMID:36795491 | DOI:10.7547/21-215

Elife. 2023 Feb 16;12:e82201. doi: 10.7554/eLife.82201.

ABSTRACT

Proper differentiation of sperm from germline stem cells, essential for production of the next generation, requires dramatic changes in gene expression that drive remodeling of almost all cellular components, from chromatin to organelles to cell shape itself. Here, we provide a single nucleus and single cell RNA-seq resource covering all of spermatogenesis in Drosophila starting from in-depth analysis of adult testis single nucleus RNA-seq (snRNA-seq) data from the Fly Cell Atlas (FCA) study. With over 44,000 nuclei and 6000 cells analyzed, the data provide identification of rare cell types, mapping of intermediate steps in differentiation, and the potential to identify new factors impacting fertility or controlling differentiation of germline and supporting somatic cells. We justify assignment of key germline and somatic cell types using combinations of known markers, in situ hybridization, and analysis of extant protein traps. Comparison of single cell and single nucleus datasets proved particularly revealing of dynamic developmental transitions in germline differentiation. To complement the web-based portals for data analysis hosted by the FCA, we provide datasets compatible with commonly used software such as Seurat and Monocle. The foundation provided here will enable communities studying spermatogenesis to interrogate the datasets to identify candidate genes to test for function in vivo.

PMID:36795469 | DOI:10.7554/eLife.82201

J Fam Psychol. 2023 Feb 16. doi: 10.1037/fam0001065. Online ahead of print.

ABSTRACT

Executive function (EF) plays a key role in healthy development and human functioning across multiple domains, including socially, behaviorally, and in the self-regulation of cognition and emotion. Prior research has associated lower levels of maternal EF with harsher and more reactive parenting, and mothers’ social cognitive attributes like authoritarian child-rearing attitudes and hostile attribution biases also contribute to harsh parenting practices. There have been few studies that explore the intersection of maternal EF and social cognitions. The present study addresses this gap by testing whether the relationship between individual differences in maternal EF and harsh parenting behaviors is statistically moderated separately by maternal authoritarian attitudes and hostile attribution bias. Participants were 156 mothers in a socioeconomically diverse sample. Multi-informant and multimethod assessments of harsh parenting and EF were utilized, and mothers self-reported on their child-rearing attitudes and attribution bias. Harsh parenting was negatively associated with maternal EF and hostile attribution bias. Authoritarian attitudes significantly interacted with EF (and the attribution bias interaction was marginally significant) in prediction of variance in harsh parenting behaviors. Commensurate with social information processing theory, EF and social cognitive attributes play critical and distinct roles in the causes of harsh caregiving practices. Findings elucidate that reforming parental social cognitions, in addition to targeting EF, may be effective prevention and intervention methods for yielding more positive parenting behaviors. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

PMID:36795419 | DOI:10.1037/fam0001065

JAMA Netw Open. 2023 Feb 1;6(2):e2255631. doi: 10.1001/jamanetworkopen.2022.55631.

ABSTRACT

IMPORTANCE: Most epidemiologic studies examine the brain as an outcome in relation to adiposity (ie, the brain-as-outcome perspective), but it is also a potential risk factor associated with adiposity accumulation over time (ie, the brain-as-risk factor perspective). The bidirectionality hypothesis has not been fully explored in adolescent samples previously.

OBJECTIVE: To assess bidirectional associations between adiposity and cognitive function in youth and test mediational pathways through brain morphology (specifically the lateral prefrontal cortex [LPFC]), lifestyle behaviors, and blood pressure.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study uses data (wave 1-3; 2 years of follow-up) from the Adolescent Brain Cognitive Development (ABCD) Study, a long-term longitudinal investigation of brain development in the United States launched in 2015, which recruited 11 878 children aged 9 to 10 years at inception. Data analysis was performed from August 2021 to June 2022.

MAIN OUTCOMES AND MEASURES: Multivariate multivariable regression analyses were used to assess bidirectional associations of indicators of cognitive function (eg, executive function, processing speed, episodic memory, receptive vocabulary and reading skills) and adiposity (eg, body mass index z scores [zBMI] and waist circumference [WC]). Mediators considered for this investigation were lifestyle variables (eg, diet and physical activity), blood pressure, and the morphology of the LPFC and its subregions.

RESULTS: A total of 11 103 individuals (mean [SD] age, 9.91 [0.6] years; 5307 females [48%]; 8293 White individuals [75%] and 2264 Hispanic individuals [21%]) were included in the current study. Multivariate multivariable regression analyses revealed that higher baseline zBMI and WC were associated with worse follow-up episodic memory (β, -0.04; 95% CI, -0.07 to -0.01) and better vocabulary (β, 0.03; 95% CI, 0.002 to 0.06) task performance, in covariate adjusted models. Similarly, superior baseline executive function (zBMI: β, -0.03; 95% CI, -0.06 to -0.01; WC: β, -0.04; 95% CI, -0.07 to -0.01) and episodic memory (zBMI: β, -0.04; 95% CI, -0.07 to -0.02; WC: β, -0.03; 95% CI, -0.06 to -0.002) task performance were associated with better follow-up adiposity status in covariate adjusted models. Cross-lagged panel models with latent variable modeling had a bidirectional association with executive function task performance (brain-as-outcome: β, -0.02; 95% CI, -0.05 to -0.001; brain-as-risk factor: β, -0.01; 95% CI, -0.02 to -0.003). The hypothesized associations were statistically mediated by LPFC volume and thickness, physical activity, and blood pressure.

CONCLUSIONS AND RELEVANCE: In this cohort study, executive function and episodic memory were bidirectionally associated with adiposity indices over time in this adolescent sample. These findings suggest that the brain can be both a risk factor and an outcome of adiposity; this complex bidirectional association should be taken into account in future research and clinical practice.

PMID:36795417 | DOI:10.1001/jamanetworkopen.2022.55631

JAMA Netw Open. 2023 Feb 1;6(2):e2256203. doi: 10.1001/jamanetworkopen.2022.56203.

ABSTRACT

IMPORTANCE: Evidence indicates that immigrant women and women residing within low-income neighborhoods experience higher adversity during pregnancy. Little is known about the comparative risk of severe maternal morbidity or mortality (SMM-M) among immigrant vs nonimmigrant women living in low-income areas.

OBJECTIVE: To compare the risk of SMM-M between immigrant and nonimmigrant women residing exclusively within low-income neighborhoods in Ontario, Canada.

DESIGN, SETTING, AND PARTICIPANTS: This population-based cohort study used administrative data for Ontario, Canada, from April 1, 2002, to December 31, 2019. Included were all 414 337 hospital-based singleton live births and stillbirths occurring between 20 and 42 weeks’ gestation, solely among women residing in an urban neighborhood of the lowest income quintile; all women were receiving universal health care insurance. Statistical analysis was performed from December 2021 to March 2022.

EXPOSURES: Nonrefugee immigrant status vs nonimmigrant status.

MAIN OUTCOMES AND MEASURES: The primary outcome, SMM-M, was a composite outcome of potentially life-threatening complications or mortality occurring within 42 days of the index birth hospitalization. A secondary outcome was SMM severity, approximated by the number of SMM indicators (0, 1, 2 or ≥3 indicators). Relative risks (RRs), absolute risk differences (ARDs), and odds ratios (ORs) were adjusted for maternal age and parity.

RESULTS: The cohort included 148 085 births to immigrant women (mean [SD] age at index birth, 30.6 [5.2] years) and 266 252 births to nonimmigrant women (mean [SD] age at index birth, 27.9 [5.9] years). Most immigrant women originated from South Asia (52 447 [35.4%]) and the East Asia and Pacific (35 280 [23.8%]) regions. The most frequent SMM indicators were postpartum hemorrhage with red blood cell transfusion, intensive care unit admission, and puerperal sepsis. The rate of SMM-M was lower among immigrant women (2459 of 148 085 [16.6 per 1000 births]) than nonimmigrant women (4563 of 266 252 [17.1 per 1000 births]), equivalent to an adjusted RR of 0.92 (95% CI, 0.88-0.97) and an adjusted ARD of -1.5 per 1000 births (95% CI, -2.3 to -0.7). Comparing immigrant vs nonimmigrant women, the adjusted OR of having 1 SMM indicator was 0.92 (95% CI, 0.87-0.98), the adjusted OR of having 2 indicators was 0.86 (95% CI, 0.76-0.98), and the adjusted OR of having 3 or more indicators was 1.02 (95% CI, 0.87-1.19).

CONCLUSIONS AND RELEVANCE: This study suggests that, among universally insured women residing in low-income urban areas, immigrant women have a slightly lower associated risk of SMM-M than their nonimmigrant counterparts. Efforts aimed at improving pregnancy care should focus on all women residing in low-income neighborhoods.

PMID:36795412 | DOI:10.1001/jamanetworkopen.2022.56203

JAMA Netw Open. 2023 Feb 1;6(2):e230010. doi: 10.1001/jamanetworkopen.2023.0010.

ABSTRACT

IMPORTANCE: The assessment of the risk of venous thromboembolism (VTE) among outpatients with cancer represents an unsolved topic. Current international guidelines recommend primary prophylaxis for patients at intermediate to high risk of VTE, indicated by a Khorana score of 2 or more. A previous prospective study developed the ONKOTEV score, a 4-variable risk assessment model (RAM) consisting of a Khorana score of more than 2, metastatic disease, vascular or lymphatic compression, and previous VTE event.

OBJECTIVE: To validate the ONKOTEV score as a novel RAM to assess the risk of VTE among outpatients with cancer.

DESIGN, SETTING, AND PARTICIPANTS: ONKOTEV-2 is a noninterventional prognostic study conducted in 3 European centers located in Italy, Germany, and the United Kingdom among a prospective cohort of 425 ambulatory patients with a histologically confirmed diagnosis of a solid tumor who were receiving active treatments. The total study duration was 52 months, with an accrual period of 28 months (from May 1, 2015, to September 30, 2017) and an overall follow up-period of 24 months (data were censored September 30, 2019). Statistical analysis was performed in October 2019.

EXPOSURES: The ONKOTEV score was calculated for each patient at baseline by collecting clinical, laboratory, and imaging data from tests performed for routine practice. Each patient was then observed to detect any thromboembolic event throughout the study period.

MAIN OUTCOMES AND MEASURES: The primary outcome of the study was the incidence of VTE, including deep vein thrombosis and pulmonary embolism.

RESULTS: A total of 425 patients (242 women [56.9%]; median age, 61 years [range, 20-92 years]) were included in the validation cohort of the study. The cumulative incidences for the risk of developing VTE at 6 months were 2.6% (95% CI, 0.7%-6.9%), 9.1% (95% CI, 5.8%-13.2%), 32.3% (95% CI, 21.0%-44.1%), and 19.3% (95% CI, 2.5%-48.0%), respectively, among 425 patients with an ONKOTEV score of 0, 1, 2, and greater than 2 (P < .001). The time-dependent area under the curve at 3, 6, and 12 months was 70.1% (95% CI, 62.1%-78.7%), 72.9% (95% CI, 65.6%-79.1%), and 72.2% (95% CI, 65.2%-77.3%), respectively.

CONCLUSIONS AND RELEVANCE: This study suggests that, because the ONKOTEV score has been validated in this independent study population as a novel predictive RAM for cancer-associated thrombosis, it can be adopted into practice and into clinical interventional trials as a decision-making tool for primary prophylaxis.

PMID:36795409 | DOI:10.1001/jamanetworkopen.2023.0010

Trop Anim Health Prod. 2023 Feb 16;55(2):84. doi: 10.1007/s11250-023-03458-x.

ABSTRACT

In the livestock sector, strategies are available to mitigate gas emissions, such as methane, one of the alternatives that have shown potential correspondence to changes in the composition of the diet. The main aim of this study was to analyze the influence of methane emissions with data on enteric fermentation obtained from the Electronic Data Gathering, Analysis, and Retrieval (EDGAR) database and based on forecasts of methane emissions by enteric fermentation with an autoregressive integrated moving average (ARIMA) model and the application of statistical tests to identify the association between methane emissions from enteric fermentation and the variables of the chemical composition and nutritional value of forage resources in Colombia. The results reported positive correlations between methane emissions and the variables ash content, ethereal extract, neutral detergent fiber (NDF), and acid detergent fiber (ADF) and negative correlations between methane emissions and the variables percentage of unstructured carbohydrates, total digestible nutrients (TDN), digestibility of dry matter, metabolizable energy (MERuminants), net maintenance energy (NEm), net energy gain (NEg), and net lactation energy (NEI). The variables with the most significant influence on the reduction of methane emissions by enteric fermentation are the percentage of unstructured carbohydrates and the percentage of starch. In conclusion, the analysis of variance and the correlations between the chemical composition and the nutritive value of forage resources in Colombia help to understand the influence of diet variables on methane emissions of a particular family and with it in the application of strategies of mitigation.

PMID:36795336 | DOI:10.1007/s11250-023-03458-x

Pediatr Surg Int. 2023 Feb 16;39(1):129. doi: 10.1007/s00383-023-05377-2.

ABSTRACT

Mounting evidence suggests that childhood health is an important predictor of wellness as an adult. Indigenous peoples worldwide suffer worse health outcomes compared to settler populations. No study comprehensively evaluates surgical outcomes for Indigenous pediatric patients. This review evaluates inequities between Indigenous and non-Indigenous children globally for postoperative complications, morbidities, and mortality. Nine databases were searched for relevant subject headings including “pediatric”, “Indigenous”, “postoperative”, “complications”, and related terms. Main outcomes included postoperative complications, mortality, reoperations, and hospital readmission. A random-effects model was used for statistical analysis. The Newcastle Ottawa Scale was used for quality assessment. Fourteen studies were included in this review, and 12 met inclusion criteria for meta-analysis, representing 4793 Indigenous and 83,592 non-Indigenous patients. Indigenous pediatric patients had a greater than twofold overall (OR 2.0.6, 95% CI 1.23-3.46) and 30-day postoperative mortality (OR 2.23, 95% CI 1.23-4.05) than non-Indigenous populations. Surgical site infections (OR 1.05, 95% CI 0.73-1.50), reoperations (OR 0.75, 95% CI 0.51-1.11), and length of hospital stay (SMD = 0.55, 95% CI – 0.55-1.65) were similar between the two groups. There was a non-significant increase in hospital readmissions (OR 6.09, 95% CI 0.32-116.41, p = 0.23) and overall morbidity (OR 1.13, 95% CI 0.91-1.40) for Indigenous children. Indigenous children worldwide experience increased postoperative mortality. It is necessary to collaborate with Indigenous communities to promote solutions for more equitable and culturally appropriate pediatric surgical care.

PMID:36795335 | DOI:10.1007/s00383-023-05377-2