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Nevin Manimala Statistics

Are behavioral interventions a better choice for atopic dermatitis patients? A meta-analysis of 6 randomized controlled trials

An Bras Dermatol. 2024 Mar 27:S0365-0596(24)00029-1. doi: 10.1016/j.abd.2023.09.004. Online ahead of print.

ABSTRACT

BACKGROUND: The treatment for atopic dermatitis (AD) has been the focus of clinical research, and behavioral intervention is considered an indispensable treatment method. To our knowledge, no relevant meta-analysis has evaluated the effects of behavioral interventions on atopic dermatitis.

OBJECTIVES: To evaluate the effects of behavioral interventions on atopic dermatitis.

METHODS: The authors searched PubMed, EMBASE, and Cochrane CENTRAL to retrieve relevant RCTs (up to Feb 2022). The search strategy involved a combination of related keywords. The Cochrane Q and I2 statistics were used to assess heterogeneity.

RESULTS: Six RCTs involving seven reports with 246 patients were included. The results suggested that behavioral interventions could relieve eczema severity (correlation coefficient [r = -0.39]; p < 0.001) and scratching severity significantly (r = -0.19; p = 0.017), while not affect itching intensity (r = -0.02; p = 0.840). A sensitivity analysis confirmed the robustness of the results.

STUDY LIMITATIONS: An important limitation of this study was the insufficient number of RCTs and the limited sample size. In addition, the study lacked a control group receiving a type of intervention other than the experimental protocol. Another limitation was the short duration of follow-up.

CONCLUSIONS: This study suggests that behavioral interventions could be effective in treating atopic dermatitis by reducing eczema and scratching severity. Additionally, habit-reversal behavioral therapy may be more effective for treating atopic dermatitis.

PMID:38548550 | DOI:10.1016/j.abd.2023.09.004

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The comfort perception in the critically ill patient from the Kolcaba theoretical model

Enferm Intensiva (Engl Ed). 2024 Mar 27:S2529-9840(24)00014-4. doi: 10.1016/j.enfie.2024.03.001. Online ahead of print.

ABSTRACT

BACKGROUND: The stay in a critical care unit (CCU) has a serious impact on physical condition causing numerous discomfort factors such as pain or difficulty in communicating. All of these are associated with possible sequelae following discharge from the Intensive Care Unit (ICU) named post-ICU syndrome. The Kolcaba Comfort Theory allows, from a holistic approach, to identify care needs from the patient’s perspective using instruments such as the General Comfort Questionnaire (GCQ).

OBJECTIVES: To determine the comfort level of patients admitted to the CCU using the GCQ of Kolcaba and to identify the discomfort factors.

METHODS: Cross-sectional descriptive observational prospective study.

POPULATION: 580 patients admitted to adult CCU of two high complexity hospitals from June 2015 to March 2020 with stay ≥24 h were interviewed. Descriptive analysis, Student’s t-test and ANOVA and multivariate analysis were performed using SPSS v26 and STATA v16.

RESULTS: The mean age was 52,62 (16,21), 357 (61,6%) were male and 434 (74,8%) were believers. The type of admission was planned in 322 (55,5%) and the most prevalent reason for admission was surgical 486 (83,8%). The median pain score (NRS) was 3,00 [0-4] and severity score (APACHE II) was 13,26 (5,89), the median length of stay was 4,00 [2-7] days. The mean comfort level was 3,02 (0,31) showing the highest value Reanimation 3.02 (0.30) and the lowest Trauma and Emergency Unit 2.95 (0.38). Statistically significant differences were found between the units in the comfort level of patients >65 years of age (p = 0.029). The Relief comfort type obtained the lowest mean 2.81 (0.33) and the physical context 2.75 (0.41) in the three units. In the multivariate analysis, statistically significant differences were found between the comfort level and the pain level: no pain (p = 0,000) OR 4,361 CI [2,184-8,707], mild pain (p = 0,000) OR 4,007 CI [2,068-7,763], moderate pain (p = 0,007) OR 2,803 CI [1,328-5,913], and the APACHE II score equal to or greater than 10 (p = 0,000) OR 0,472 CI [0,316-0,705].

CONCLUSIONS: The comfort level showed high scores in all three units. The physical and environmental contexts and the relief comfort type negatively affected the perception of comfort. The variables that explained comfort were pain and severity of illness. The evaluation of comfort from the patient’s perspective through the GCQ could be considered an indicator of quality of nursing interventions.

PMID:38548548 | DOI:10.1016/j.enfie.2024.03.001

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Nevin Manimala Statistics

Beneficial Effect of Rapamycin on Liver Fibrosis in a Mouse Model (C57bl/6 Mouse)

Transplant Proc. 2024 Mar 27:S0041-1345(24)00171-4. doi: 10.1016/j.transproceed.2024.03.001. Online ahead of print.

ABSTRACT

BACKGROUND: Liver fibrosis is a chronic inflammatory disease that progresses and has a high mortality rate. This study was performed to investigate the protective effect of rapamycin on experimentally induced chronic liver injury in mice models using both biochemical parameters of liver function enzymes.

METHODS: Twenty-four mice were divided randomly into 4 equal groups: [1] the normal group, n = 6; [2] the liver fibrosis (LF) group, n = 6; [3] the LF with the treatment of rapamycin group, n = 6; [4] the LF with the treatment of silimaryn, n = 6.

RESULTS: In the group receiving oral administration of rapamycin, aspartate aminotransferase, alanine aminotransferase, urea, and creatinine were found to significantly decrease compared to the liver fibrosis group. Rapamycin, in the orally administered group, demonstrated a statistically significant decrease in the expression of interleukin (IL) 10, IL-1B, inducible nitric oxide synthase, and tumor necrosis factor alpha compared to the liver fibrosis group.

CONCLUSIONS: In this study, we explored the potential therapeutic effects of rapamycin on liver fibrosis in an animal model.

PMID:38548510 | DOI:10.1016/j.transproceed.2024.03.001

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Prevalence of clinical electroencephalography findings in stroke patients with delirium

Clin Neurophysiol. 2024 Mar 16:S1388-2457(24)00074-9. doi: 10.1016/j.clinph.2024.03.004. Online ahead of print.

ABSTRACT

OBJECTIVE: Delirium is an acute cognitive disorder associated with multiple electroencephalographic (EEG) abnormalities in non-neurological patients, though specific EEG characteristics in patients with stroke remain unclear. We aimed to compare the prevalence of EEG abnormalities in stroke patients during delirium episodes with periods that did not correspond to delirium.

METHODS: We retrospectively analyzed clinical EEG reports for stroke patients who received daily delirium assessments as part of a prospective study. We compared the prevalence of EEG features corresponding to patient-days with vs. without delirium, including focal and generalized slowing, and focal and generalized epileptiform abnormalities (EAs).

RESULTS: Among 58 patients who received EEGs, there were 192 days of both EEG and delirium monitoring (88% [n = 169] corresponding to delirium). Generalized slowing was significantly more prevalent on days with vs. without delirium (96% vs. 57%, p = 0.03), as were bilateral or generalized EAs (38% vs. 13%, p = 0.03). In contrast, focal slowing (53% vs. 74%, p = 0.11) and focal EAs were less prevalent on days with delirium (38% vs. 48%, p = 0.37), though these differences were not statistically significant.

CONCLUSIONS: We found a higher prevalence of generalized but not focal EEG abnormalities in stroke patients with delirium.

SIGNIFICANCE: These findings may reinforce the diffuse nature of delirium-associated encephalopathy, even in patients with discrete structural lesions.

PMID:38548493 | DOI:10.1016/j.clinph.2024.03.004

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Nevin Manimala Statistics

Evaluating ChatGPT-4.0’s data analytic proficiency in epidemiological studies: A comparative analysis with SAS, SPSS, and R

J Glob Health. 2024 Mar 29;14:04070. doi: 10.7189/jogh.14.04070.

ABSTRACT

BACKGROUND: OpenAI’s Chat Generative Pre-trained Transformer 4.0 (ChatGPT-4), an emerging artificial intelligence (AI)-based large language model (LLM), has been receiving increasing attention from the medical research community for its innovative ‘Data Analyst’ feature. We aimed to compare the capabilities of ChatGPT-4 against traditional biostatistical software (i.e. SAS, SPSS, R) in statistically analysing epidemiological research data.

METHODS: We used a data set from the China Health and Nutrition Survey, comprising 9317 participants and 29 variables (e.g. gender, age, educational level, marital status, income, occupation, weekly working hours, survival status). Two researchers independently evaluated the data analysis capabilities of GPT-4’s ‘Data Analyst’ feature against SAS, SPSS, and R across three commonly used epidemiological analysis methods: Descriptive statistics, intergroup analysis, and correlation analysis. We used an internally developed evaluation scale to assess and compare the consistency of results, analytical efficiency of coding or operations, user-friendliness, and overall performance between ChatGPT-4, SAS, SPSS, and R.

RESULTS: In descriptive statistics, ChatGPT-4 showed high consistency of results, greater analytical efficiency of code or operations, and more intuitive user-friendliness compared to SAS, SPSS, and R. In intergroup comparisons and correlational analyses, despite minor discrepancies in statistical outcomes for certain analysis tasks with SAS, SPSS, and R, ChatGPT-4 maintained high analytical efficiency and exceptional user-friendliness. Thus, employing ChatGPT-4 can significantly lower the operational threshold for conducting epidemiological data analysis while maintaining consistency with traditional biostatistical software’s outcome, requiring only specific, clear analysis instructions without any additional operations or code writing.

CONCLUSIONS: We found ChatGPT-4 to be a powerful auxiliary tool for statistical analysis in epidemiological research. However, it showed limitations in result consistency and in applying more advanced statistical methods. Therefore, we advocate for the use of ChatGPT-4 in supporting researchers with intermediate experience in data analysis. With AI technologies like LLMs advancing rapidly, their integration with data analysis platforms promises to lower operational barriers, thereby enabling researchers to dedicate greater focus to the nuanced interpretation of analysis results. This development is likely to significantly advance epidemiological and medical research.

PMID:38547497 | DOI:10.7189/jogh.14.04070

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Role of body mass index and weight change in the risk of cancer: A systematic review and meta-analysis of 66 cohort studies

J Glob Health. 2024 Mar 29;14:04067. doi: 10.7189/jogh.14.04067.

ABSTRACT

BACKGROUND: This study was designed to evaluate the effects of body mass index (BMI) and weight change on the risk of developing cancer overall and cancer at different sites.

METHODS: We searched PubMed and other databases up to July 2023 using the keywords related to ‘risk’, ‘cancer’, ‘weight’, ‘overweight’, and ‘obesity’. We identified eligible studies, and the inclusion criteria encompassed cohort studies in English that focused on cancer diagnosis and included BMI or weight change as an exposure factor. Multiple authors performed data extraction and quality assessment, and statistical analyses were carried out using RevMan and R software. We used random- or fixed-effects models to calculate the pooled relative risk (RR) or hazard ratio along with 95% confidence intervals (CIs). We used the Newcastle-Ottawa Scale to assess study quality.

RESULTS: Analysis included 66 cohort studies. Compared to underweight or normal weight, overweight or obesity was associated with an increased risk of endometrial cancer, kidney cancer, and liver cancer but a decreased risk of prostate cancer and lung cancer. Being underweight was associated with an increased risk of gastric cancer and lung cancer but not that of postmenopausal breast cancer or female reproductive cancer. In addition, weight loss of more than five kg was protective against overall cancer risk.

CONCLUSIONS: Overweight and obesity increase the risk of most cancers, and weight loss of >5 kg reduces overall cancer risk. These findings provide insights for cancer prevention and help to elucidate the mechanisms underlying cancer development.

REGISTRATION: Reviewregistry1786.

PMID:38547495 | DOI:10.7189/jogh.14.04067

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Nevin Manimala Statistics

Excess Mortality Calculations to Assess the Impact of the COVID-19 Pandemic: Concepts and Methodological Issues

Am J Public Health. 2024 Mar 28:e1-e6. doi: 10.2105/AJPH.2024.307572. Online ahead of print.

ABSTRACT

We discuss some intriguing methodological aspects of excess mortality analyses, which have been widely used to describe the impact of the COVID-19 pandemic. We describe the main ways of presenting excess mortality: as a mortality rate (incidence rate) or as a percentage increase (relative risk or rate ratio). We discuss what should be regarded as the null value of excess mortality (i.e., when countries or regions can be judged as having fared equally well) and when age and sex standardization, adjustment for other determinants of the spread of a pandemic, or both is necessary. We discuss the level of detail by time and place and person that may be necessary. We note that an excess mortality comparison is essentially a difference-in-differences analysis. We conclude that, although one cannot rule out using excess mortality analyses for causal effect estimates, such analyses will remain most fruitful for generating hypotheses about both the efficiency of measures to curtail the pandemic and factors that cannot be influenced. Nevertheless, a judicious use of arguments and counterarguments can then lead to identifying best practices for various situations. (Am J Public Health. Published online ahead of print March 28, 2024:e1-e6. https://doi.org/10.2105/AJPH.2024.307572).

PMID:38547492 | DOI:10.2105/AJPH.2024.307572

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Obstetric Racial Disparities in the Era of the ARRIVE (A Randomized Trial of Induction Versus Expectant Management) Trial and the Coronavirus Disease 2019 (COVID-19) Pandemic

Obstet Gynecol. 2024 Mar 28. doi: 10.1097/AOG.0000000000005564. Online ahead of print.

ABSTRACT

OBJECTIVE: To evaluate the influence of the ARRIVE (A Randomized Trial of Induction Versus Expectant Management) trial and the coronavirus disease 2019 (COVID-19) pandemic on racial and ethnic differences in labor induction, pregnancy-associated hypertension, and cesarean delivery among non-Hispanic Black and non-Hispanic White low-risk, first-time pregnancies.

METHODS: We conducted an interrupted time series analysis of U.S. birth certificate data from maternal non-Hispanic Black and non-Hispanic White race and ethnicity, first pregnancy, 39 or more weeks of gestation, with no documented contraindication to vaginal delivery or expectant management beyond 39 weeks. We compared the rate of labor induction (primary outcome), pregnancy-associated hypertension, and cesarean delivery during three time periods: pre-ARRIVE (January 1, 2015-July 31, 2018), post-ARRIVE (November 1, 2018-February 29, 2020), and post-COVID-19 (March 1, 2020-December 31, 2021).

RESULTS: In the post-ARRIVE period, the rate of labor induction increased in both non-Hispanic White and non-Hispanic Black patients, with no statistically significant difference in the magnitude of increase between the two groups (rate ratio for race [RRrace] 0.98, 95% CI, 0.95-1.02, P=.289). Post-COVID-19, the rate of labor induction increased in non-Hispanic White but not non-Hispanic Black patients. The magnitude of the rate change between non-Hispanic White and non-Hispanic Black patients was significant (RRrace 0.95, 95% CI, 0.92-0.99, P=.009). Non-Hispanic Black pregnant people were more likely to have pregnancy-associated hypertension and more often delivered by cesarean at all time periods.

CONCLUSION: Changes in obstetric practice after both the ARRIVE trial and the COVID-19 pandemic were not associated with changes in Black-White racial differences in labor induction, cesarean delivery, and pregnancy-associated hypertension.

PMID:38547489 | DOI:10.1097/AOG.0000000000005564

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Nevin Manimala Statistics

Active Compared With Passive Voiding Trials After Midurethral Sling Surgery: A Systematic Review

Obstet Gynecol. 2024 Mar 28. doi: 10.1097/AOG.0000000000005567. Online ahead of print.

ABSTRACT

OBJECTIVE: To compare active with passive voiding trials on the rate of passing a trial of void and discharge rates with catheter in women who have undergone midurethral sling for treatment of stress urinary incontinence (SUI).

DATA SOURCES: MEDLINE, EMBASE, and ClinicalTrials.gov were searched through February 24, 2023.

METHODS OF STUDY SELECTION: Our population included women undergoing midurethral sling, with or without anterior or posterior repair, for treatment of SUI. Our two primary outcomes were rate of passing voiding trial and rate of discharge with a catheter. Our secondary outcome was the rate of delayed postoperative urinary retention, when a patient initially passes a trial of void but then subsequently presents in retention.

TABULATION, INTEGRATION, AND RESULTS: Abstracts were doubly screened; full-text articles were doubly screened; and accepted articles were doubly extracted. In single-arm studies evaluating either passive or active voiding trial, random-effects meta-analyses of pooled proportions were used to assess outcomes. Of 3,033 abstracts screened, 238 full-text articles were assessed, and 26 met inclusion criteria. Ten studies including 1,370 patients reported active trial of void. Sixteen studies including 3,643 patients reported passive trial of void. We included five randomized controlled trials, five comparative retrospective studies, five prospective single group studies, and 11 retrospective single group studies. Five of the studies included patients with a concomitant anterior or posterior colporrhaphy. On proportional meta-analysis, the active trial of void group was less likely to pass the voiding trial (81.0%, 95% CI, 0.76-0.87% vs 89.0%, 95% CI, 0.84-0.9%3, P=.029) with high heterogeneity (I2=93.0%). Furthermore, there were more discharges with catheter in active trial of void compared with passive trial of void (19.0%, 95% CI, 0.14-0.24% vs 7.0%, 95% CI, 0.05-0.10%, P<.01). The rates of delayed postoperative urinary retention were low and not different between groups (0.6%, 95% CI, 0.00-0.02% vs 0.2%, 95% CI, 0.00-0.01%, P=.366) with low heterogeneity (I2=0%). Sling revisions were statistically lower in the active trial of void group (0.5%, 95% CI, 0.00-0.01% vs 1.5%, 95% CI, 0.01-0.02%, P=.035) with low heterogeneity (I2=10.4%).

CONCLUSION: Passive trial of void had higher passing rates and lower discharge with catheter than active trial of void. Rates of most complications were low and similar between both groups, although passive trial of void had higher sling revisions.

SYSTEMATIC REVIEW REGISTRATION: PROSPERO, CRD42022341318.

PMID:38547487 | DOI:10.1097/AOG.0000000000005567

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Early-Onset Colorectal Cancer in Egypt: Pathological Characters, Patterns of Care, and Survival Compared to Average-Age Onset Colorectal Cancer: A Retrospective Multicenter Study

JCO Glob Oncol. 2024 Mar;10:e2300372. doi: 10.1200/GO.23.00372.

ABSTRACT

PURPOSE: Early-onset colorectal cancer (EOCRC) is a rising health problem. The incidence of EOCRC has increased over the past 2 decades all over the world. Reports from Egypt since the 1990s have reported a higher incidence among young populations with no identifiable risk factors. The aim of this study was to assess EOCRC in Egypt regarding incidence, characteristics, treatment pattern, and survival compared with average age onset and elderly patients.

MATERIALS AND METHODS: This was a retrospective, record-based, cohort study combining data from four different cancer centers in Egypt. We grouped patients according to age into three categories: the EOCRC group for patients age ≤45 years and the average age onset and elderly cancer group (for patients age ≥65 years).

RESULTS: The study included 1,310 patients with histopathologically proven colorectal cancer, representing four different geographical areas in Egypt. Patients with EOCRC represented 42.4% of the study population. Female patients were 50.6% among the EOCRC group and 52.5% among the average age group. Rectal tumors were significantly higher in EOCRC (54.7% v 40.6%; P < .001). There was no significant difference between both groups regarding the tumor stage at presentation, obstruction, or presence of metastases at presentation. Patients with EOCRC had a significantly higher rate of peritoneum/adnexa metastases than the average age ones (12.3% in EOCRC v 6.9% in the average age group; P < .001). No statistically significant differences between EOCRC and average age groups in both disease-free survival and overall survival were reported.

CONCLUSION: A comprehensive framework for the study of EOCRC is required in Egypt as well as a genomic analysis to identify possible underlying genetic alterations responsible for the high incidence of EOCRC.

PMID:38547440 | DOI:10.1200/GO.23.00372