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Nevin Manimala Statistics

Equivalence of information production and generalised entropies in complex processes

PLoS One. 2023 Sep 6;18(9):e0290695. doi: 10.1371/journal.pone.0290695. eCollection 2023.

ABSTRACT

Complex systems with strong correlations and fat-tailed distribution functions have been argued to be incompatible with the Boltzmann-Gibbs entropy framework and alternatives, so-called generalised entropies, were proposed and studied. Here we show, that this perceived incompatibility is actually a misconception. For a broad class of processes, Boltzmann entropy -the log multiplicity- remains the valid entropy concept. However, for non-i.i.d. processes, Boltzmann entropy is not of Shannon form, -k∑ipi log pi, but takes the shape of generalised entropies. We derive this result for all processes that can be asymptotically mapped to adjoint representations reversibly where processes are i.i.d. In these representations the information production is given by the Shannon entropy. Over the original sampling space this yields functionals identical to generalised entropies. The problem of constructing adequate context-sensitive entropy functionals therefore can be translated into the much simpler problem of finding adjoint representations. The method provides a comprehensive framework for a statistical physics of strongly correlated systems and complex processes.

PMID:37672525 | DOI:10.1371/journal.pone.0290695

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Nevin Manimala Statistics

Health-related quality of life in patients accessing medicinal cannabis in Australia: The QUEST initiative results of a 3-month follow-up observational study

PLoS One. 2023 Sep 6;18(9):e0290549. doi: 10.1371/journal.pone.0290549. eCollection 2023.

ABSTRACT

AIMS: Patients with chronic health conditions not responding to conventional treatment can access medicinal cannabis (MC) prescriptions from clinicians in Australia. We aimed to assess overall health-related quality of life (HRQL), pain, fatigue, sleep, anxiety, and depression in a large real-world sample of patients accessing prescribed medicinal cannabis. We hypothesized that all patient-reported outcomes (PROs) would improve from baseline to 3-months.

METHODS: The QUEST Initiative is a large prospective multicenter study of patients with any chronic health condition newly prescribed medicinal cannabis between November 2020 and December 2021. Eligible patients were identified by 120 clinicians at medical centers across six Australian states. Consenting participants completed the EuroQol Group EQ-5D-5L health status questionnaire; European Organization for Research & Treatment of Cancer Quality of Life questionnaire (QLQ-C30); Patient-Reported Outcomes Measurement Information System (PROMIS) Short Forms in Fatigue and Sleep Disturbance, and the Depression Anxiety Stress Scale (DASS-21) before starting therapy, at 2-weeks titration, then monthly for 3-months.

RESULTS: Of the 2762 consenting participants, 2327 completed baseline and at least one follow-up questionnaire. Ages ranged between 18-97 years (mean 51y; SD = 15.4), 62.8% were female. The most commonly treated conditions were chronic pain (n = 1598/2327; 68.7%), insomnia (n = 534/2327; 22.9%), generalized anxiety (n = 508/2327; 21.5%), and mixed anxiety and depression (n = 259/2327; 11%). Across the whole cohort both EQ-5D-5L utility scores and QLQ-C30 summary scores showed clinically meaningful improvement in HRQL from baseline to mean follow-up with d = 0.54 (95%CI:0.47 to 0.59) and d = 0.64 (95%CI:0.58 to 0.70) respectively; and clinically meaningful improvement in fatigue (d = 0.54; 95%CI:0.48 to 0.59). There was clinically meaningful reduction of pain for those with chronic pain (d = 0.65; 95%CI:0.57 to 0.72); significant improvements for those with moderate to extremely severe anxiety (X2 = 383; df = 4; p<0.001) and depression (X2 = 395; df = 4; p<0.001); and no changes in sleep disturbance.

CONCLUSIONS: We observed statistically significant, clinically meaningful improvements in overall HRQL and fatigue over the first 3-months in patients with chronic health conditions accessing prescribed medical cannabis. Anxiety, depression, and pain also improved over time, particularly for those with corresponding health conditions. The study continues to follow-up patients until 12-months to determine whether improvements in PROs are maintained long-term.

TRAIL REGISTRATION: Study registration – Australian New Zealand Clinical Trials Registry: ACTRN12621000063819. https://www.australianclinicaltrials.gov.au/anzctr/trial/ACTRN12621000063819.

PMID:37672515 | DOI:10.1371/journal.pone.0290549

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Nevin Manimala Statistics

Prognostic value of neoadjuvant therapy for resectable and borderline resectable pancreatic cancer: A meta-analysis of randomized controlled trials

PLoS One. 2023 Sep 6;18(9):e0290888. doi: 10.1371/journal.pone.0290888. eCollection 2023.

ABSTRACT

OBJECTIVE: To investigate the prognostic value of preoperative neoadjuvant therapy (NT) compared to upfront surgery (US) in patients with resectable and borderline resectable pancreatic cancer.

METHODS: PubMed, Embase, Web of Science were searched to collect randomized controlled trials on preoperative neoadjuvant therapy versus upfront surgery for resectable and borderline resectable pancreatic cancer before April 7, 2023, and data were extracted after screening according to inclusion and exclusion criteria, and HRs were obtained indirectly using enguage software; Stata 12.0 software was used for data analysis.

RESULTS: A total of 8 randomized controlled trials (RCTs) were included in this study, comprising a total of 1058 cases, including 503 cases in the NT group and 555 cases in the US group. Using an intention-to-treat population (ITT) analysis, the results showed that neoadjuvant treatment improved the R0 resection rate (RR 2.71, 95% CI 1.59-4.62; P = 0.000; I2 = 46.20%) and overall survival (HR 0.66, 95% CI 0.54-0.82; P = 0.000; I2 = 0.00%). In the subgroup of patients with resectable pancreatic cancer, the R0 resection rate in the NT group versus the US group (RR 1.14, 95% CI 0.93-1.39; P = 0.196; I2 = 0.00%) and overall survival (HR 0.89, 95% CI 0.64-1.24; P = 0.489; I2 = 0.00%) were not statistically significant.

CONCLUSIONS: Preoperative neoadjuvant treatment is of prognostic value in patients with borderline resectable pancreatic cancer, as it increases the R0 resection rate and improves overall survival compared to upfront surgery.

PMID:37672511 | DOI:10.1371/journal.pone.0290888

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Nevin Manimala Statistics

From η2 to ω2: Adopt a Better Measure of Effect

J Nurs Educ. 2023 Sep;62(9):532-533. doi: 10.3928/01484834-20230810-01. Epub 2023 Sep 1.

ABSTRACT

A cursory review of relevant research works published in the Journal of Nursing Education suggests that our community may unnecessarily rely on η2 when reporting results of their ANOVA models. Although η2 is convenient, the statistic possesses many limitations that warrant our community adopting a wider set of effect size statistics and practices to promote a valid science of nursing education. We specifically call attention in this article to ω2. [J Nurs Educ. 2023;62(9):532-533.].

PMID:37672494 | DOI:10.3928/01484834-20230810-01

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Nevin Manimala Statistics

Brazilian Registry of Interventional Cardiology during the COVID-19 Pandemic (RBCI-COVID19)

Arq Bras Cardiol. 2023 Sep 1;120(8):e20220840. doi: 10.36660/abc.20220840. eCollection 2023.

ABSTRACT

BACKGROUND: At the beginning of the COVID-19 pandemic, patients with myocardial infarction (MI) took longer to present to hospitals because of fear of contamination and health care access difficulties.

OBJECTIVES: To assess interventional cardiology procedures performed during the COVID-19 pandemic and its implications for MI approach.

METHODS: Prospective registry of 24 cardiac catheterization laboratories in Brazil, with adult patients undergoing interventional cardiology procedures between May 26 and November 30, 2020. The outcomes were cardiovascular (CV) and non-CV complications, death, and MI. Concomitant COVID-19 was confirmed using RT-PCR. Machine learning techniques were used with nonparametric Classification Trees models, and Simple Correspondence Analysis, with R statistical software package. Significance level adopted of 5%.

RESULTS: This study included 1282 patients, 435 of whom (33.9%) had MI as follows: ST-segment elevation MI (STEMI), 239 (54.9%); and non-ST-segment elevation MI (NSTEMI), 196 (45.1%). Of the 1282 patients, 29 had CV complications, 47 had non-CV complications, and 31 died. The diagnosis of COVID-19 was confirmed in 77 patients (6%), with 15.58% mortality and non-CV complications in 6.49%. Most patients had significant coronary artery disease (63%), and an intracoronary thrombus was more often found in the presence of STEMI (3.4%) and COVID-19 (4%). A door-to-table time longer than 12 hours in NSTEMI was associated with 30.8% of complications, 25% in COVID-19 patients.

CONCLUSIONS: All deaths were preceded by CV or non-CV complications. The presence of COVID-19 was associated with death and non-fatal complications of patients undergoing interventional cardiology procedures during the pandemic.

PMID:37672473 | DOI:10.36660/abc.20220840

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Nevin Manimala Statistics

Stearic Acid, but not Palmitic Acid, is Associated with Inflammatory and Endothelial Dysfunction Biomarkers in Individuals at Cardiovascular Risk

Arq Bras Cardiol. 2023 Sep 1;120(8):e20220598. doi: 10.36660/abc.20220598. eCollection 2023.

ABSTRACT

BACKGROUND: Several studies have associated dietary saturated fatty acids (SFAs) with cardiovascular risk but there are still many controversies. Most of these studies have focused on the effects of palmitic acid on circulating lipids. Stearic acid usually shows a neutral effect on blood lipids, however, there is a lack of clinical studies assessing the link with inflammatory and endothelial dysfunction markers.

OBJECTIVE: To evaluate the association of red blood cell (RBC) SFA (palmitic and stearic acids) with circulating inflammatory and endothelial dysfunction biomarkers.

METHODS: Cross-sectional study of 79 adults of both sexes with at least one cardiovascular risk factor but without previous events (acute myocardial infarction or stroke). Plasma biomarkers – lipids, glucometabolic markers, high-sensitivity C-reactive protein (hs-CRP), interleukin-6 (IL-6), interleukin-10 (IL-10), monocyte chemoattractant protein-1 (MCP-1), and tumor necrosis factor-α (TNF-α) – and RBC palmitic and stearic fatty acids were analyzed. The associations were assessed by correlation and multiple linear regression analyses, with statistical significance set at p < 0.05.

RESULTS: Palmitic acid showed no significant associations with traditional cardiovascular risk factors or inflammatory markers. Stearic acid, on the other hand, was inversely correlated with blood cholesterol and triglycerides, but independently associated with hs-CRP, IL-6, and TNF-α.

CONCLUSION: Stearic acid is associated with inflammatory and endothelial dysfunction biomarkers in individuals with at least one cardiovascular risk factor.

PMID:37672472 | DOI:10.36660/abc.20220598

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Nevin Manimala Statistics

Use of the ADHERE Risk Model as a Predictor of Risk of in-Hospital Worsening Heart Failure in a Cohort

Arq Bras Cardiol. 2023 Sep 1;120(8):e20220584. doi: 10.36660/abc.20220584. eCollection 2023.

ABSTRACT

BACKGROUND: Patients admitted with acute decompensated heart failure (HF) are subject to developing worsening episodes that require more complex interventions. The Acute Decompensated Heart Failure National Registry (ADHERE) risk model was developed in the United States to predict the risk of in-hospital worsening HF.

OBJECTIVE: To use the ADHERE risk model in the assessment of risk of in-hospital worsening HF and to determine its sensitivity and specificity in hospitalized patients.

METHODS: This cohort study was conducted at a Brazilian public university hospital, and data from 2013 to 2020 were retrospectively collected. P values < 0.05 were considered statistically significant.

RESULTS: A total of 890 patients with a mean age of 74 ± 8 years were included. The model showed that, in the group of 490 patients at risk, 254 (51.8%) developed in-hospital worsening HF. In the group of 400 patients not at risk, only 109 (27.2%) experienced worsening HF. The results demonstrated a statistically significant curve (area under the curve = 0.665; standard error = 0.018; P < 0.01; confidence interval = 0.609 to 0.701), indicating good accuracy. The model had a sensitivity of 69.9% and a specificity of 55.2%, with a positive predictive value of 52% and a negative predictive value of 72.7%.

CONCLUSIONS: In this cohort, we showed that the ADHERE risk model was able to discriminate patients who in fact developed worsening HF during the admission period, from those who did not.

PMID:37672471 | DOI:10.36660/abc.20220584

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Nevin Manimala Statistics

Spirituality and religiosity for umbandist and candomblecist women: social representation and health implications

Cien Saude Colet. 2023 Sep;28(9):2721-2731. doi: 10.1590/1413-81232023289.20172022. Epub 2023 Jan 12.

ABSTRACT

The object of study refers to the representations of spirituality and religiosity for women who belong to Afro-diasporic religions, specifically those who are faithful to Umbanda and Candomblé. The objective was to analyze the representational structure of spirituality and religiosity for Umbandist and Candomblecist women with the aim of thinking of an explanatory model of this symbolic construction and implications for the practice of care in the area of health. Qualitative study, in the light of Social Representations in its structural approach. Data collected with 207 Umbandist and Candomblecist women through free evocations of the inducing terms “spirituality” and “religiosity”, in addition to the characterization and scale of religiosity. The evocations were submitted to prototypical and similarity analyses with Iramuteq, while quantitative data to descriptive statistics. The results show that the central elements for religiosity are faith, belief, God and love, while for spirituality, they are faith, Orixás, God, peace and love. The tree of similarity explains the centrality of faith for the structuring of this representation. The representations are organized around the idea of ​​a relationship between the human and the divine.

PMID:37672460 | DOI:10.1590/1413-81232023289.20172022

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Nevin Manimala Statistics

Factors associated with extreme weight loss behaviors among adolescents of Northeastern Brazil: a hierarchical approach

Cien Saude Colet. 2023 Sep;28(9):2677-2688. doi: 10.1590/1413-81232023289.15672022. Epub 2023 Jan 27.

ABSTRACT

The objective of this article is to identify the prevalence and evaluate the factors associated with extreme weight loss behaviors among adolescents of Northeastern Brazil. Cross-sectional study with 2,439 adolescents from Sample 2 (2015) of the National School-based Health Survey. Extreme weight loss behaviors, such as self-induced vomiting, laxative use and use of medicines or formulas (outcome) and independent variables were evaluated using a self-administered electronic questionnaire. The statistical analysis was performed following a hierarchical conceptual model. The prevalence of extreme weight loss behaviors in the sample was 12.1%. Among the factors that showed significant association with the outcome, we emphasize the administration model of the private school (PR = 0.62; CI = 0.46-0.84), bullying related to body appearance and for other reasons (PR = 1.62; CI = 1.19-2.20), forced sexual intercourse (PR = 2.65; CI = 1.90-3.69), insomnia (PR = 1.84; CI = 1.43-2.37), and be perceived as fat or very fat (PR = 1.90; CI = 1.50-2.42). Moderate prevalence of extreme weight loss behaviors was identified among adolescents. Socioeconomic factors, exposure to violence, mental health, and body image were associated with the adoption of these behaviors.

PMID:37672456 | DOI:10.1590/1413-81232023289.15672022

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Nevin Manimala Statistics

The influence of productivity indicators on the culling of dairy cows in the sharply continental climate of Kazakhstan

Braz J Biol. 2023 Sep 4;83:e274719. doi: 10.1590/1519-6984.274719. eCollection 2023.

ABSTRACT

This article presents the results of the culling of cows of the Simmental and Holstein breeds in the Republic of Kazakhstan. The purpose of the research was to study the actual number of culled cows of dairy productivity in the farms of the Republic of Kazakhstan to determine its norm. The object of research were cows of Simmental (18,462 heads) and Holstein (17,862 heads) breeds in various regions of the republic. The research was carried out according to generally accepted zootechnical methods using statistical data processing using RStudio. The results of the studies showed that the percentage of culling increases in cows of the Simmental and Holstein breeds and amounts to 19.7 and 22.9%, respectively. The analysis of the retirement of full-aged cows of the Simmental breed showed that the main causes are hoof diseases (up to 26%), low reproductive function (up to 21%), low productivity (up to 18%). Holstein cows had an increase in disposals in all categories except for disposals for various reasons, for problems with reproduction, the disposal is up to 21%. The determination of the relationship between productivity and retirement in the Simmental breed cows showed that with age and increased lactation, the proportion of retired cows also increases, in the Holstein breed, with increased productivity, the percentage of culled animals also increases.

PMID:37672436 | DOI:10.1590/1519-6984.274719