Categories
Nevin Manimala Statistics

Does Gaia Play Dice? Simple Models of Non-Darwinian Selection

Astrobiology. 2023 Nov;23(11):1238-1244. doi: 10.1089/ast.2023.0036.

ABSTRACT

In this article, we introduce some simple models, based on rolling dice, to explore mechanisms proposed to explain planetary habitability. The idea is to study these selection mechanisms in an analytically tractable setting, isolating their consequences from other details which can confound or obscure their effect in more realistic models. We find that the observable of interest, the face value shown on the die, “improves” over time in all models. For two of the more popular ideas, Selection by Survival and Sequential Selection, this is down to sampling effects. A modified version of Sequential Selection, Sequential Selection with Memory, implies a statistical tendency for systems to improve over time. We discuss the implications of this and its relationship to the ideas of the “Inhabitance Paradox” and the “Gaian bottleneck.”

PMID:37962839 | DOI:10.1089/ast.2023.0036

Categories
Nevin Manimala Statistics

Implementation of an electroencephalogram-guided propofol anesthesia practice in a large academic pediatric hospital: A quality improvement project

Paediatr Anaesth. 2023 Nov 14. doi: 10.1111/pan.14791. Online ahead of print.

ABSTRACT

BACKGROUND: Propofol-based total intravenous anesthesia is gaining popularity in pediatric anesthesia. Electroencephalogram can be used to guide propofol dosing to the individual patient to mitigate against overdosing and adverse events. However, electroencephalogram interpretation and propofol pharmacokinetics are not sufficiently taught in training programs to confidently deploy electroencephalogram-guided total intravenous anesthesia.

AIMS: We conducted a quality improvement project with the smart aim of increasing the percentage of electroencephalogram-guided total intravenous anesthesia cases in our main operating room from 0% to 80% over 18 months. Balancing measures were number of total intravenous anesthesia cases, emergence times, and perioperative emergency activations.

METHODS: The project key drivers were education, equipment, and electronic health record modifications. Plan-Do-Study-Act cycles included: (1) providing journal articles, didactic lectures, intraoperative training, and teaching documents; (2) scheduling electroencephalogram-guided total intravenous anesthesia teachers to train faculty, staff, and fellows for specific cases and to assess case-based knowledge; (3) adding age-based propofol dosing tables and electroencephalogram parameters to the electronic health record (EPIC co, Verona, WI); (4) procuring electroencephalogram monitors (Sedline, Masimo Inc). Electroencephalogram-guided total intravenous anesthesia cases and balancing measures were identified from the electronic health record. The smart aim was evaluated by statistical process control chart.

RESULTS: After the four Plan-Do-Study-Act cycles, electroencephalogram-guided total intravenous anesthesia increased from 5% to 75% and was sustained at 72% 9 months after project completion. Total intravenous anesthesia cases/mo and number of perioperative emergency activations did not change significantly from start to end of the project, while emergence time for electroencephalogram-guided total intravenous anesthesia was greater statistically but not clinically (total intravenous anesthesia without electroencephalogram [16 ± 10 min], total intravenous anesthesia with electroencephalogram [18 ± 9 min], sevoflurane [17 ± 9 min] p < .001).

CONCLUSION: Quality improvement methods may be deployed to adopt electroencephalogram-guided total intravenous anesthesia in a large academic pediatric anesthesia practice. Keys to success include education, in operating room case training, scheduling teachers with learners, electronic health record modifications, and electroencephalogram devices and supplies.

PMID:37962837 | DOI:10.1111/pan.14791

Categories
Nevin Manimala Statistics

Dimensional Reduction in Barriers and Facilitators to Pre-exposure Prophylaxis (PrEP) Uptake Willingness for Full-Service Sex Workers

Arch Sex Behav. 2023 Nov 14. doi: 10.1007/s10508-023-02742-z. Online ahead of print.

ABSTRACT

Full-Service Sex Workers (FSSWs) face heightened risk of acquiring HIV, yet exhibit relatively low adoption of pre-exposure prophylaxis (PrEP)-an antiviral that substantially reduces HIV acquisition risk. Little work examines barriers and facilitators to PrEP uptake willingness among FSSWs. This study aimed to identify the distinct components of barriers and facilitators to PrEP uptake willingness for FSSWs. Here, we subjected 19 PrEP barriers and facilitators identified in the literature to a principal component analysis (PCA) among a sample of 83 FSSWs. Preliminary statistics supported factorability of data. PCA revealed three distinct components of barriers and facilitators that explained 62.80% of the total variance in survey responses. We labeled these components Behavioral and Social Concerns (α = 0.93), Access and Affordability (α = 0.67), and Biologically Based Health Concerns (α = 0.79). This study shows promise for future clinical and research utility of these factors and provides a basis for future psychometric studies of barriers and facilitators to PrEP uptake willingness among FSSWs.

PMID:37962828 | DOI:10.1007/s10508-023-02742-z

Categories
Nevin Manimala Statistics

Shear wave elastography as a non-invasive tool for staging liver fibrosis in children: A study in Algerian pediatric patients

Indian J Gastroenterol. 2023 Nov 14. doi: 10.1007/s12664-023-01464-3. Online ahead of print.

ABSTRACT

BACKGROUND: Traditionally, liver biopsy has been the gold standard for fibrosis staging. However, it is an invasive, expensive and uncomfortable procedure that is associated with the risk of complications. Thus, non-invasive methods such as shear wave elastography (SWE) have been developed as potential alternatives to liver biopsy. The aim of this study is to evaluate the diagnostic performance of SWE in pediatric patients with liver fibrosis, specifically in a group of Algerian children and to determine whether this method can be a reliable alternative to liver biopsy.

METHODS: This prospective, descriptive, monocentric study evaluated the non-invasive diagnostic performance of 2D-SWE in assessing liver fibrosis in pediatric patients. The assessment was carried out using various statistical methods, including Spearman’s correlation coefficient, Kappa concordance coefficients, regression analysis, as well as the calculation of area under the receiver operating characteristic (AUROC) values and corresponding cut-off points based on the receiver operating characteristic (ROC) curve.

RESULTS: Our study found that 2D-SWE is strongly correlated with liver biopsy in estimating liver fibrosis in children, with a correlation coefficient greater than 0.8. Furthermore, the Kappa correlation coefficients exceeded 0.8, indicating a strong agreement between 2D-SWE and liver biopsy results. The AUROC value was not less than 0.9 for significant fibrosis and above (≥ F2), indicating that it has satisfactory diagnostic performance in detecting liver fibrosis in children.

CONCLUSION: 2D-SWE shows promise as a non-invasive method for evaluating liver fibrosis in children, offering a potential alternative to liver biopsy. Larger studies are needed to substantiate the findings of this study and to confirm the accuracy and reliability of 2D-SWE for assessing liver fibrosis in children.

PMID:37962819 | DOI:10.1007/s12664-023-01464-3

Categories
Nevin Manimala Statistics

Joint Involvement Can Predict Chikungunya in a Dengue Syndemic Setting in India

J Epidemiol Glob Health. 2023 Nov 14. doi: 10.1007/s44197-023-00163-8. Online ahead of print.

ABSTRACT

Dengue and chikungunya have been endemic in India but have the tendency to cause periodic epidemics, often together, wherein they are termed ‘syndemic’. Such a syndemic was observed in 2016 in India which resulted in a further scarcity of already resource-poor specific diagnostic infrastructure even in many urban conglomerates. A cross-sectional study was thus conducted, on 978 fever patients that consulted the ICMR-NIMR fever clinic, New Delhi, in September 2016, with an objective to identify symptom/s that could predict chikungunya with certainty. The overall aim was to rationally channelize the most clinically suitable patients for the required specific diagnosis of chikungunya. Based on their clinical profile, febrile patients attending NIMR’s clinic, appropriate laboratory tests and their association analyses were performed. Bivariate analysis on 34 clinical parameters revealed that joint pain, joint swelling, rashes, red spots, weakness, itching, loss of taste, red eyes, and bleeding gums were found to be statistically significantly associated predictors of chikungunya as compared to dengue. While, in multivariate analysis, only four symptoms (joint pain in elbows, joint swelling, itching and bleeding gums) were found in statistically significant association with chikungunya. Hence, based on the results, a clinician may preferably channelize febrile patients with one or more of these four symptoms for chikungunya-specific diagnosis and divert the rest for dengue lab diagnosis in a dengue-chikungunya syndemic setting.

PMID:37962782 | DOI:10.1007/s44197-023-00163-8

Categories
Nevin Manimala Statistics

Associations of telomere length with risk of mortality from influenza and pneumonia in US adults: a prospective cohort study of NHANES 1999-2002

Aging Clin Exp Res. 2023 Nov 14. doi: 10.1007/s40520-023-02607-4. Online ahead of print.

ABSTRACT

BACKGROUND: Due to the ongoing Coronavirus disease 2019 (COVID-19) pandemic, interest has arisen to realize the relationship between telomere length (TL) and influenza and pneumonia mortality.

AIM: Our study attempted to investigate this correlation by analyzing information gathered from the National Health and Nutrition Examination Survey (NHANES) 1999-2002.

METHODS: A total of 7229 participants were involved in the conducted research. We utilized Cox proportional risk model analysis to determine the hazard ratio (HR) and 95% confidence interval (CI) for TL and influenza and pneumonia mortality.

RESULTS: During the average follow-up time of 204.10 ± 51.26 months, 33 (0.45%) participants died from influenza and pneumonia. After adjusting for multiple variables, shorter TL was associated with higher influenza-pneumonia mortality. In subgroup analyses stratified by sex, men exhibited stronger associations with influenza-pneumonia mortality than women (Model 1: HRmale: 0.014 vs HRfemale: 0.054; Model 2: HRmale: 0.082 vs HRfemale: 0.890; Model 3: HRmale: 0.072 vs HRfemale: 0.776). For subgroup analyses by visceral adiposity index (VAI), all statistically significant (P < 0.05) models displayed an inverse relationship between TL and influenza and pneumonia mortality.

CONCLUSIONS: Our research provides further proof for the connection between shorter telomeres and higher influenza-pneumonia mortality. Larger prospective researches are essential to support our results and explain the underlying mechanisms.

PMID:37962763 | DOI:10.1007/s40520-023-02607-4

Categories
Nevin Manimala Statistics

Early mobilisation in critically ill COVID-19 patients: a subanalysis of the ESICM-initiated UNITE-COVID observational study

Ann Intensive Care. 2023 Nov 14;13(1):112. doi: 10.1186/s13613-023-01201-1.

ABSTRACT

BACKGROUND: Early mobilisation (EM) is an intervention that may improve the outcome of critically ill patients. There is limited data on EM in COVID-19 patients and its use during the first pandemic wave.

METHODS: This is a pre-planned subanalysis of the ESICM UNITE-COVID, an international multicenter observational study involving critically ill COVID-19 patients in the ICU between February 15th and May 15th, 2020. We analysed variables associated with the initiation of EM (within 72 h of ICU admission) and explored the impact of EM on mortality, ICU and hospital length of stay, as well as discharge location. Statistical analyses were done using (generalised) linear mixed-effect models and ANOVAs.

RESULTS: Mobilisation data from 4190 patients from 280 ICUs in 45 countries were analysed. 1114 (26.6%) of these patients received mobilisation within 72 h after ICU admission; 3076 (73.4%) did not. In our analysis of factors associated with EM, mechanical ventilation at admission (OR 0.29; 95% CI 0.25, 0.35; p = 0.001), higher age (OR 0.99; 95% CI 0.98, 1.00; p ≤ 0.001), pre-existing asthma (OR 0.84; 95% CI 0.73, 0.98; p = 0.028), and pre-existing kidney disease (OR 0.84; 95% CI 0.71, 0.99; p = 0.036) were negatively associated with the initiation of EM. EM was associated with a higher chance of being discharged home (OR 1.31; 95% CI 1.08, 1.58; p = 0.007) but was not associated with length of stay in ICU (adj. difference 0.91 days; 95% CI – 0.47, 1.37, p = 0.34) and hospital (adj. difference 1.4 days; 95% CI – 0.62, 2.35, p = 0.24) or mortality (OR 0.88; 95% CI 0.7, 1.09, p = 0.24) when adjusted for covariates.

CONCLUSIONS: Our findings demonstrate that a quarter of COVID-19 patients received EM. There was no association found between EM in COVID-19 patients’ ICU and hospital length of stay or mortality. However, EM in COVID-19 patients was associated with increased odds of being discharged home rather than to a care facility. Trial registration ClinicalTrials.gov: NCT04836065 (retrospectively registered April 8th 2021).

PMID:37962748 | DOI:10.1186/s13613-023-01201-1

Categories
Nevin Manimala Statistics

Intimate Partner Violence, Mental Health, and Aging-Related Health Among Men and Women Veterans Across the Lifespan

J Gen Intern Med. 2023 Nov 14. doi: 10.1007/s11606-023-08466-z. Online ahead of print.

ABSTRACT

BACKGROUND: A growing body of evidence suggests adverse health outcomes related to intimate partner violence (IPV), including traumatic brain injury (TBI). However, most research in this area has focused on reproductive-aged women.

OBJECTIVE: To examine relationships between IPV (with and without TBI), mental health, and aging-related health outcomes among men and women Veterans across the lifespan.

DESIGN: Cross-sectional analysis of Department of Veterans Affairs (VA) administrative data from fiscal years 2000-2019. Descriptive statistics and chi-square analyses were used to compare key comorbidities in matched samples of Veterans with and without IPV (gender-stratified and matched 1:3 based on demographics and index date). Comparisons between those with IPV and TBI relative to IPV alone were also examined.

SUBJECTS: Veterans aged 18 + with and without documented IPV in Department of Veterans Affairs (VA) electronic health records (n = 4108 men, 2824 women).

MAIN MEASURES: ICD codes were used to identify IPV, TBI, and aging-related medical (sleep disorder, hypertension, diabetes, dementia) and common psychiatric (depression, posttraumatic stress disorder, alcohol use disorder, and substance use disorder) diagnoses.

KEY RESULTS: Demographic characteristics were reflective of VA-enrolled Veterans (men: mean age 66, SD 16; 72% non-Hispanic White; women: mean age 47, SD 13; 64% non-Hispanic White). Relative to Veterans without IPV, both men and women with IPV had higher rates of all examined medical (e.g., sleep disorders, men: 33% vs. 52%; women: 45% vs. 63%) and psychiatric diagnoses (e.g., depression, men 32% vs. 74%; women 59% vs. 91%; all ps < .001), with evidence of an additive effect of TBI on some psychiatric outcomes.

CONCLUSIONS: IPV is broadly associated with aging-related and mental health, and TBI is a common correlate that may further contribute to psychiatric outcomes. Findings highlight the importance of trauma-informed care and recognizing the potential role of these exposures on men and women Veterans’ health across the lifespan.

PMID:37962725 | DOI:10.1007/s11606-023-08466-z

Categories
Nevin Manimala Statistics

Computed tomography-based thermography (CTT) in microwave ablation: prediction of the heat ablation zone in the porcine liver

Insights Imaging. 2023 Nov 14;14(1):189. doi: 10.1186/s13244-023-01537-z.

ABSTRACT

OBJECTIVES: The aim of the study was to investigate computed tomography-based thermography (CTT) for ablation zone prediction in microwave ablation (MWA).

METHODS: CTT was investigated during MWA in an in vivo porcine liver. For CTT, serial volume scans were acquired every 30 s during ablations and every 60 s immediately after MWA. After the procedure, contrast-enhanced computed tomography (CECT) was performed. After euthanasia, the liver was removed for sampling and further examination. Color-coded CTT maps were created for visualization of ablation zones, which were compared with both CECT and macroscopy. Average CT attenuation values in Hounsfield units (HU) were statistically correlated with temperatures using Spearman’s correlation coefficient. CTT was retrospectively evaluated in one patient who underwent radiofrequency ablation (RFA) treatment of renal cell carcinoma.

RESULTS: A significant correlation between HU and temperature was found with r = – 0.77 (95% confidence interval (CI), – 0.89 to – 0.57) and p < 0.001. Linear regression yielded a slope of – 1.96 HU/°C (95% CI, – 2.66 to – 1.26). Color-coded CTT maps provided superior visualization of ablation zones.

CONCLUSION: Our results show that CTT allows visualization of the ablation area and measurement of its size and is feasible in patients, encouraging further exploration in a clinical setting.

CRITICAL RELEVANCE STATEMENT: CT-based thermography research software allows visualization of the ablation zone and is feasible in patients, encouraging further exploration in a clinical setting to assess risk reduction of local recurrence.

PMID:37962712 | DOI:10.1186/s13244-023-01537-z

Categories
Nevin Manimala Statistics

Predisposing Factors of Intercultural Sensitivity Among Nursing Students: A Predictive Correlational Design

J Transcult Nurs. 2023 Nov 14:10436596231211612. doi: 10.1177/10436596231211612. Online ahead of print.

ABSTRACT

INTRODUCTION: Intercultural sensitivity in health care improves health care quality due to effective communication, intervention, and increased satisfaction. The present study aimed to compare the intercultural sensitivity of undergraduate nursing students in two different countries and identify predisposing factors of intercultural sensitivity.

METHODS: A predictive correlational study was conducted with 980 undergraduate nursing students at a university in Turkey and the United States. A questionnaire and the Intercultural Sensitivity Scale were used for data collection.

RESULTS: Multiple linear regression revealed that the country in which nursing students were studying, and speaking a second language were found as significant predictors of intercultural sensitivity in the current study. The findings of the two-way variance analysis indicated that the interaction effect between nursing students in two schools and sociodemographic variables was not statistically significant (p > .05).

DISCUSSION: Nursing students from both universities presented a moderate level of intercultural sensitivity. This level is low compared with previous results reported in the literature. The study findings may help faculty administrators make new arrangements in the nursing curriculum and contribute to providing equal, and non-discriminatory health services to people. Intercultural education programs within the curriculum should be offered as independent courses and/or integrated within courses to develop culturally competent knowledge, awareness, and skills throughout undergraduate nursing education.

PMID:37961938 | DOI:10.1177/10436596231211612