Metafor Package Research Articles

COVID-19 and the risk and trajectory of frailty in community- or institution-dwelling individuals: Protocol for systematic review and meta-analysis.

The purpose of this paper is to describe a protocol for a systematic review (SR) and meta-analysis examining the associations between an episode of COVID-19 and trajectory as well as the risk of frailty. The protocol for this SR has been registered in the PROSPERO database (CRD42023468297) and conforms to the guidelines proposed by the Preferred Reporting Items for Systematic Reviews (PRISMA). The search strategy will involve retrieving literature from six different databases and will be guided by keywords encompassing population (community-dwelling or institution-dwelling adults), exposure (episode of COVID-19), and outcome (frailty). The citations retrieved from the search process will be screened for their eligibility. The risk of bias for the articles identified to be eligible for the review will be examined using the Quality In Prognosis Studies (QUIPS) tool. The Metafor package in R will be used for quantitative data synthesis of the literature. Grading of Recommendations Assessment, Development and Evaluation (GRADE) will be used to assess the quality and certainty of the body of evidence. This systematic review will provide crucial information to determine whether an episode of COVID-19 is associated with an increased risk of frailty. The results of this review will have significant clinical implications in mitigating the risk of frailty after COVID-19.

Insights into Helicobacter pylori macrolide resistance: a comprehensive systematic review and meta-analysis.

Helicobacter pylori infection is a primary global health concern. However, the widespread use of antibiotics, particularly macrolides such as clarithromycin, has increased resistance among H. pylori strains. This study aimed to investigate the prevalence of macrolide resistance in H. pylori in different world regions. This systematic literature search was performed using the appropriate search syntax after searching PubMed, Embase, Web of Science, and Scopus databases between May 2015 and December 2023. Statistical analysis was performed using Pooled and random effects model in R and the metafor package. A total of 7,768 articles were retrieved. After a thorough evaluation, 155 studies (by 178 reports) were finally eligible for inclusion in this systematic review and meta-analysis. According to the results, the majority of studies (178 reports from 43 countries) assessed clarithromycin susceptibility, with a pooled prevalence of 33.3% and high heterogeneity between studies (I 2 = 98.57%, p < 0.001). The rate of erythromycin resistance was moderate (22.8%, 10 reports), while azithromycin resistance was 34.4% (4 reports). Subgroup analysis revealed significant differences in the prevalence of resistance based on geographic location, continent, and year of publication. Clarithromycin resistance increased from 29.1% (2015-2019) to 36.5% (2020-2023). This study highlights the critical challenges of macrolide resistance in treating H. pylori infection. The high prevalence and geographic variation underscore the need for tailored treatment strategies based on regional resistance patterns. Furthermore, continuously monitoring resistance trends and investigating contributing factors are essential to optimize treatment. https://www.crd.york.ac.uk/prospero; CRD42024557749.

유아 대상 공감 프로그램의 효과에 대한 메타분석

This study used a meta-analysis method to examine the effectiveness of empathy programs for young children. Specifically, this study examined the effect size of empathy programs for young children and the heterogeneity of the effect size. For this purpose, 40 studies published between 2013 and 2024 (39 articles) were selected that included the effects of empathy programs for young children aimed at developing empathy. This study calculated the overall mean effect size of the studies, checked whether there was heterogeneity in the overall mean effect size, and conducted a meta-analysis of variance. The meta and metafor packages in R 4.3.3 were used for the analysis. The findings suggest that the empathy programs for young children are overall very effective (ES = 1.83). Meta-analysis of variance showed that four factors were associated with differences in the effect size: age, duration, main activity type, and main medium. Specifically, the effect size for empathy programs was larger in the order of 3-year-olds, 5-year-olds, 4-yearolds, and 4-5-year-olds. The study also found that empathy programs had the largest effect sizes when implemented for four months, and the largest effect sizes were found for activities focused on book-making, and using picture as the primary medium. However, these results need to be understood in light of the overall large effect sizes of the programs and the specific number of studies included in each moderator. The findings from this study provide important resources for early childhood teachers who want to plan and implement empathy programs.

Impact of patient's sex on groin hernia repair: A systematic review and meta-analysis.

Groin hernia repair (GHR) is a performed procedure worldwide, with approximately 20million surgeries carried out each year. Despite being less common in females, there is a lack of research on how sex influences the outcomes of GHR. This systematic review and meta-analysis aim to assess how patient sex impacts results in GHR. We performed a systematic review and meta-analysis according to Preferred Reporting Items for Systematic Review and Meta-Analyses guidelines. We searched for studies up to October 2023 in MEDLINE, EMBASE, and the Cochrane Central Register of Controlled Trials. The studies included focused on sex outcomes for both robotic and open GHR procedures. Data extraction and quality assessment were conducted using the Risk of Bias in Non-Randomized Studies - Of Interventionstool. Our statistical analysis was performed using the metafor package in RStudio. After screening a total of 3917 articles, we identified 29 studies that met our criteria, comprising a total of 1,236,694 patients. Among them, 98,641 (7.98%) patients were females. Our findings showed that females had higher rates of hernia recurrence (RR 1.28), chronic pain (RR 1.52), and surgical site infections (SSIs) (RR 1.46) compared to males. Females showed a lower tendency to undergo minimally invasive surgery (MIS) with a relative risk of 0.82 (95% CI 0.69-0.97; p=0.02). Females tend to face higher rates of complications after GHR such as an elevated risk of chronic pain, recurrence, and surgical site infections (SSI). Moreover, they undergo fewer MIS options compared to males. These results underscore the importance of research to enhance outcomes for women undergoing GHR.

311 Effect of feeding butyric acid on growth performance and metabolic indicators of dairy calves before weaning: A meta-analysis

Abstract This meta-analysis aimed to evaluate the effect of feeding butyric acid (BA) on growth performance and metabolic indicators in dairy calves. A literature search was conducted to identify in vivo research studies carried out on BA supplementation in dairy calves. Inclusion criteria were in vivo studies, dairy calves, weaning, BA, and inclusion doses of BA. Twenty-three papers with 80 data and 1,132 calves were selected. Data extracted included the number of calves in control and treatment groups and measures of variance of responses (standard error or standard deviation). The response variables were production performance including body weight (BW), average daily gain (ADG) feed efficiency (FE), and metabolic indicators including blood glucose and beta-hydroxybutyrate (BHB) concentrations. A random effect of model was used to examine the raw mean difference and standardized mean difference between BA supplementation and the control group. The analysis was conducted using the metafor package of Rstudio. Butyric acid moderately improved the growth performance and metabolic indicators responses of calves with substantial heterogeneity (59 &amp;lt; I2 &amp;lt; 73%, P &amp;lt; 0.01). Final BW and ADG were increased by 2.7 kg and 48.1 g/day, or &amp;gt; 0.6 and &amp;gt; 0.4 standard deviation units (P &amp;lt; 0.05), respectively. However, FE was increased by BA supplementation but not significantly different. For metabolic indicators, glucose concentration was greater with BA supplementation with &amp;gt; 0.4 standard deviation unit, (P &amp;lt; 0.05). However, BA supplementation did not affect the blood concentration of BHB (P &amp;gt; 0.05). In conclusion, the meta-analysis results demonstrated that BA constitutes an important energy source for dairy calves. Butyric acid is effective in promoting growth performance and intestinal health and, yet, increasing production profits.

Intervention effect of exercise on working memory in patients with depression: a systematic review.

This article aims to systematically evaluate the intervention effect of exercise on working memory in patients with depression. Six Chinese and English databases were searched for randomized controlled trials (RCTs) about exercise on working memory in patients with depression. PEDro scale was adopted to evaluate the methodological quality of the included articles, GRADEpro scale was employed to evaluate the level of evidence for outcomes, and the Metafor Package in R 4.4.1 was used to analyze the combined effect size, subgroup analyses and publication bias. A total of 15 studies were included. The meta-analysis indicated that exercise had a statistically significant effect on working memory in patients with depression, with an effect size of 0.16 (95% CI [0.03-0.28], p = 0.02). Exercise type (F(3,34) = 1.99, p = 0.13), intervention content (F(1,36) = 1.60, p = 0.22), and exercise duration (F(1,36) = 0.05, p = 0.83) did not moderate the effect, whereas exercise intensity showed a moderating effect (F(2,35) = 8.83, p < 0.01). There was evidence of publication bias in the study results (t = 2.52, p = 0.02). Exercise can improve the working memory of patients with depression, and its moderating effect is the best when having low-intensity and moderate-intensity. Research plan was registered in international system evaluation platform PROSPERO (https://www.crd.york.ac.uk/PROSPERO/) (CRD42023475325).

Strategies to Address Statin Medication Intolerance Among Patients at Risk of Cardiovascular Disease Identified Through Electronic Health Records: A Literature Review and Pooled Analysis.

Statins are a group of medications that lower lipid and are used for primary and secondary prevention of cardiovascular diseases (CVD). Patients can either be partially (15%) or completely (5%) intolerant to statins. Symptoms of statin intolerance can include muscle aches (myalgia), weakness, cramps, myopathy, diabetes mellitus, and elevated creatine kinase levels. Decreasing statin intolerance also improves statin adherence, which in turn results in lower number of CVD events among patients. Studies on statin intolerance is often embedded within studies of statin adherence. However, relevant data can be obtained from digital health systems. This preliminary literature review looks at studies from the past 10 years to identify and determine the effectiveness of strategies to address statin intolerance. The NLA definition for statin intolerance was used in this review. The initial search results on EMBASE, PubMed, SCOPUS, and CINAHL showed 91 articles and applying the inclusion and exclusion criteria, four articles were used in this review and pooled analysis. The study patients were identified through electronic health records. The pooled analysis was done using the Metafor package in R, applying a random-effect model to estimate pooled effect size. The findings suggest that using fixed dose combination therapy and switching from a lipophilic statin to a hydrophilic statin, while correcting metabolic abnormalities, or initiating evolocumab alongside statin can address statin intolerance. The overall relative risk (RR) was 0.40 (95% CI, 0.09 to 1.70) with I2 90%, and the overall odds ratio (OR) was 0.11 (95% CI, 0.01 to 1.59) with I2 94%, suggesting that the interventions work well in addressing statin intolerance. Since statin intolerance is has a vast range of effects, further research works may be done on exploring the possibility of using digital health systems to identify and provide targeted interventions to patients.

Gabapentinoids for chemotherapy-induced peripheral neuropathy: systematic review and meta-analysis

IntroductionChemotherapy-induced peripheral neuropathy (CIPN) affects patients’ quality of life and treatment effectiveness. Gabapentinoids, like gabapentin and pregabalin, are often used for CIPN treatment, but their efficacy and safety remain uncertain....

Prevalence and classification of anemia among children in Sudan: a systematic review and meta-analysis.

Anemia remains a significant public health concern, particularly in developing countries like Sudan, where children are particularly vulnerable to its associated health implications. This study aimed to systematically assess the prevalence of anemia among Sudanese children. We conducted a comprehensive literature search in August 2021 and updated it in December 2022 to identify studies on anemia among Sudanese children. We searched databases including PubMed, Scopus, Science Direct, and Google Scholar. Studies eligible for inclusion in this systematic review and meta-analysis (SRMA) reported data to calculate anemia prevalence in children using WHO criteria. We performed meta-analysis using R software with metaprop and metafor packages. Using a random effects model, we estimated the pooled prevalence of anemia among 8006 Sudanese children to be 53.5% (95% CI, 36.6-70.4%). Subgroup analysis revealed that 62.7% of the children had unclassified anemia, 39.1% had iron deficiency anemia, and 8.7% had sickle cell anemia. Over a 21-year period, childhood anemia in Sudan showed an increasing trend, rising from 40.7% (1999-2009) to 55.1% (2010-2015) and 58.1% (2016-2020). The findings indicate a significantly higher prevalence of anemia among Sudanese children compared to many other countries, highlighting the need for proactive measures to prevent and control anemia in this population.

유아의 자기통제가 적응과 부적응에 미치는 영향에 대한 다층메타분석

The present study conducted a multi-level meta-analysis of studies published in Korea between 2012 and August 2022 to examine the effect of self-control on adjustment and maladjustment among young children. A total of 196 studies were analyzed, including 110 master's and doctoral theses and 86 journal articles using the metafor package in the RStudio 43.1 software program. The number of samples included was 51,102 young children. Among the results of this meta-analysis are the following. First, in the analysis testing for the effects of self-control subdomains (self-regulation, intentional control, immediate gratification, emotional regulation, emotional dysregulation), the effect of self-control on children's adaptation showed a large effect size, and it showed a medium-sized effect on children's maladjustment. Second, the next step involved a series of meta-analyses to identify the effect sizes of self-control subdomains on adjustment subdomains. Among young children, self-regulation had the largest impact on play immersion, and among children, it had the largest impact on leadership. Emotional regulation had the greatest impact on young children's externalizing behavior problem and game addiction. Third, there was no moderating effect of self-control on the adjustment and maladjustment of young children depending on the publication type. However, there was the moderating effect depending on the year of publication. In conclusion, it had implications in that it provided a direction for follow-up research on self-control and provided evidence that can be used for education, counseling, and policies to intervene with self-control.

Human Papillomavirus in Oral Lichen Planus: Is There an Association? A Meta-Analysis.

Lichen planus (LP) is a chronic, recurrent mucocutaneous inflammatory disease with unclearly defined etiology, where a potential role of several viruses has been considered. This meta-analysis aimed to determine the potential association between HPV and oral LP based on case-control and cross-sectional study results. A systematic search was performed in PubMed, Web of Science (SCI), Google Scholar, and Scopus databases with the last update on 6 March 2024. Pooled data were analyzed by calculating odds ratios (OR) and 95% confidence intervals (CI) with the metafor package for R. A total of 13 studies on 541 cases and 413 controls were included in this meta-analysis. It covered eight countries: India, Iran, Turkey, Czech Republic, Hungary, Italy, Macedonia, and the UK. In seven papers, the differentiation into the erosive-atrophic type and non-erosive-atrophic type of OLP was utilized. HPV infection was associated with at least a two times higher risk for a person with HPV to have OLP, depending on whether original data or filled/trimmed data were used. The OR values were 3.54 [2.01, 6.24] and 2.10 [1.16, 3.82], respectively. This meta-analysis was performed to identify the association between HPV and OLP and revealed that HPV infection was associated with at least a high risk for a person with HPV to develop OLP.

Erector Spinae Plane Block Versus Thoracolumbar Interfascial Plane Block in Lumbar Spine Surgery: A Meta-Analysis of Randomized Controlled Trials.

Meta-analysis. To compare the effectiveness of postoperative pain control between erector spinae plane block (ESPB) and thoracolumbar interfascial plane (TLIP) block in lumbar spine surgery. PubMed, Embase, and MEDLINE electronic databases were searched for articles containing randomized controlled trials (RCTs) published between January 1900 and January 2024. We extracted the postoperative mean pain score, the first 24-h postoperative morphine consumption, and their standard deviation from the included studies. Meta-analysis was performed using the functions available in the metafor package in R software. We pooled continuous variables using an inverse variance method with a random-effects model and summarized them as standardized mean differences. Five RCTs that directly compared the ESPB and TLIP block in lumbar spine surgery were included, enrolling 432 participants randomly into the two groups with 216 participants in each group. The pooled analyses showed that there was no significant difference between the ESPB and TLIP groups in terms of lower pain scores during the early (1h) (standardized mean difference [SMD] -1.49, 95% confidence interval [CI], -3.10; 0.11), middle (12h) (SMD -3.12, 95% CI, -6.86; 0.61), and late (24h) (SMD -1.38, 95% CI, -3.01; 0.24) postoperative periods. There was also no significant difference in the first 24-h postoperative morphine equivalent consumption between the ESPB and TLIP groups (SMD -0.46mg, 95% CI -1.23; 0.31). No significant difference was observed between the ESPB and TLIP block in terms of postoperative pain control and 24-h morphine equivalent consumption for lumbar spine surgery.

Foot and mouth disease vaccine efficacy in Africa: a systematic review and meta-analysis.

Several factors, such as diverse serotypes, vaccination methods, weak biosecurity, and animal movements, contribute to recurrent Foot-and-Mouth Disease Virus (FMDV) outbreaks in Africa, establishing endemicity. These outbreaks cost over $2 billion annually, prompting a high-priority focus on FMDV vaccination. Despite extensive efforts, vaccine efficacy varies. This study aims to evaluate routine foot and mouth disease (FMD) vaccines in Africa via systematic review and meta-analysis. A systematic review and meta-analysis were carried out following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Meta-analysis was conducted to assess the efficacy of FMDV vaccination using the meta for package of R. Vaccinated animals have roughly a 69.3% lower chance of FMDV infection compared to unvaccinated animals, as indicated by the pooled results from the random-effects model, which showed a risk ratio (RR) of 0.3073. There was a statistically significant heterogeneity (p < 0.05) across all of the included articles. Overall findings suggest that if properly planned and implemented, FMDV vaccination programs and strategies in Africa could help control the spread of the disease throughout the continent and beyond.

Treatment-free survival after immunotherapy discontinuation in advanced melanoma: A systematic review and meta-analysis of real-world studies.

e21523 Background: Immune checkpoint inhibitors (ICIs) have altered the treatment landscape of advanced melanoma with remarkable improvements in progression-free survival (PFS). Durable responses to ICI cessation have been shown in early clinical trials for ICI usage in melanoma, although the optimal duration of immunotherapy remains unclear. Treatment-free survival (TFS) after immunotherapy cessation for patients with complete response (CR), partial response (PR), and stable disease (SD) has been reported in real-world studies and may help to guide discontinuation of ICI therapy. Methods: A systematic search was conducted using PubMed, Embase, and the Cochrane Library to identify real-world studies reporting TFS after immunotherapy in advanced cutaneous melanoma patients with CR, PR, and SD at 12 and 24 months. Discontinuation due to iRAEs were included. Effect sizes were pooled using a random-effects model using the meta and metafor packages in R after logit transformation. Inter-study heterogeneity was quantified using I2 statistic. Results: Systematic review yielded 34 studies investigating TFS in prospective and retrospective studies. Of these, three retrospective cohort studies reported real-world TFS at 12 and 24 months. Overall, 738 patients with advanced melanoma were included in this meta-analysis, with 384 patients in CR, 278 patients in PR, and 76 patients in SD at time of ICI discontinuation. Mean patient age was 66.4 and 61.9% of patients were male. Pooled 12 and 24-month TFS proportions were higher for patients with CR than PR and for patients with PR than SD. Pooled 24-month TFS was statistically significantly greater in patients with CR compared to SD. I2 statistics showed considerable heterogeneity between studies ( &gt; 80% in CR and PR subgroups). Conclusions: 12 and 24-month TFS after ICI discontinuation was significant for patients with CR and PR to therapy, suggesting the feasibility of ICI discontinuation in patients after therapy response. Pooled 12-month TFS for patients with SD was 66%, although with decline to 36% at 24 months. Limitations of this meta-analysis include a limited number of included studies. Further research is needed to determine the optimal duration of ICI therapy for patients with advanced melanoma depending on best overall therapy response. [Table: see text]

MetaAnalysisOnline.com: A new easy-to-use bioinformatic tool for the meta-analysis of clinical trials.

e23012 Background: A meta-analysis is a formal, quantitative study design in epidemiology and clinical medicine that systematically assesses and consolidates previous research findings to derive comprehensive conclusions on a specific topic. Here, we aimed to establish a new tool for the visualization options useful for conducting a meta-analysis specifically designed for oncology trials. Methods: A meta-analysis can be based on binary data, continuous data, or time-to-event data. The most crucial statistical models, including the random effect model and the fixed effect model, are outlined alongside their respective statistical methods. Furthermore, we implemented graphical representations such as the forest plot, funnel plots, and Z-scope plots. While the forest plot effectively illustrates heterogeneity and pooled results, a funnel plot can reveal potential publication bias, and a Z-score plot shows the robustness of the used sample number. Results: The models and visualization options outlined have been integrated into a new, online web portal which can be accessed without the need for registration. The web application operates on an Ubuntu server running Apache and enables users to conduct meta-analyses using results typically used in oncology trials including binary (total and event numbers), continuous (mean and standard deviation data), and time-to-event data (hazard rate and CI data). Study results from common spreadsheet applications like Excel can be directly input into the system. The online platform utilizes the meta and metafor packages in the R programming environment (R version 4.2.2) for calculations and plots. The Shiny user interface is powered by shinyjs, shinydashboard, and rhandsontable R packages. The portal generates a forest plot to summarize meta-analysis results, a funnel plot for visual detection of potential bias, and a Z-score plot showing the sufficiency of the cumulative sample number. The analysis results of the tool were validated using IBM SPSS v28. The new bioinformatic tool is available at www.metaanalysisonline.com and requires no programming knowledge or command line use. Conclusions: Our platform aims to provide a user-friendly meta-analysis tool for epidemiological studies and oncology clinical trials, offering a swift and reproducible way to integrate the results from multiple studies.

Diagnostic performance of radiomics for predicting osteoporosis in adults: a systematic review and meta-analysis.

This study aimed to assess the diagnostic accuracy of radiomics for predicting osteoporosis and the quality of radiomic studies. The study protocol was prospectively registered on PROSPERO (CRD42023425058). We searched PubMed, EMBASE, Web of Science, and Cochrane Library databases from inception to June 1, 2023, for eligible articles that applied radiomic techniques to diagnosing osteoporosis or abnormal bone mass. Quality and risk of bias of the included studies were evaluated with radiomics quality score (RQS), METhodological RadiomICs Score (METRICS), and Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2) tools. The data analysis utilized the R program with mada, metafor, and meta packages. Ten retrospective studies with 5926 participants were included in the systematic review and meta-analysis. The overall risk of bias and applicability concerns for each domain of the studies were rated as low, except for one study which was considered to have a high risk of flow and time bias. The mean METRICS score was 70.1% (range 49.6-83.2%). There was moderate heterogeneity across studies and meta-regression identified sources of heterogeneity in the data, including imaging modality, feature selection method, and classifier. The pooled diagnostic odds ratio (DOR) under the bivariate random effects model across the studies was 57.22 (95% CI 27.62-118.52). The pooled sensitivity and specificity were 87% (95% CI 81-92%) and 87% (95% CI 77-93%), respectively. The area under the summary receiver operating characteristic curve (AUC) of the radiomic models was 0.94 (range 0.8 to 0.98). The results supported that the radiomic techniques had good accuracy in diagnosing osteoporosis or abnormal bone mass. The application of radiomics in osteoporosis diagnosis needs to be further confirmed by more prospective studies with rigorous adherence to existing guidelines and multicenter validation.

Efficacy and safety of crizotinib in the treatment of advanced non-small cell lung cancer with ROS1 gene fusion: a systematic literature review and meta-analysis of real-world evidence

BackgroundCrizotinib was approved to treat patients with advanced non-small cell lung cancer (aNSCLC) with ROS proto-oncogene 1 (ROS1) gene fusion in 2016. We conducted a systematic literature review to identify real-world evidence (RWE) studies and estimated the efficacy and safety of crizotinib using meta–analyses (MA) for objective response rate (ORR), real-world progression-free survival (PFS), and overall survival (OS). MethodsWe searched MEDLINE®, Embase, and Cochrane CENTRAL from January 2016 to March 2023 using Ovid® for published single-arm or comparative RWE studies evaluating patients (N ≥ 20) receiving crizotinib monotherapy for aNSCLC with ROS1 gene fusion. Pooled estimates for ORR and grade 3/4 adverse events (AEs) were derived using the metafor package in R while pooled estimates for median real-world PFS (rwPFS) and OS were derived using reconstructed individual patient data from published Kaplan-Meier curves. The primary analysis included all studies regardless of crizotinib line of therapy; a subgroup analysis (SA) was conducted using studies evaluating patients receiving first-line crizotinib. ResultsFourteen studies met the eligibility criteria and were considered feasible for MA. For the primary analysis, the pooled ORR (N = 9 studies) was 70.6 % (95 % confidence interval [CI]: 57.0, 81.3), median rwPFS was 14.5 months (N = 11 studies), and OS was 40.2 months (N = 9 studies). In the SA, the pooled ORR (N = 4 studies) was 81.1 % (95 % CI: 76.1, 85.2) and the median rwPFS (N = 4 studies) and OS (N = 2 studies) were 18.1 and 60 months, respectively. All MAs were associated with significant heterogeneity (I2 > 25 %). Grade 3/4 AEs occurred in 18.7 % of patients (pooled estimate). ConclusionThe results from this study are consistent with clinical trial data and, taken collectively, supports crizotinib as a safe and effective treatment across different lines of therapy in patients with ROS1 aNSCLC in the real-world setting.

The burden of hospital-acquired infections (HAI) in sub-Saharan Africa: a systematic review and meta-analysis

Hospital-acquired infections (HAI) are a leading cause of morbidity and mortality globally. These infections are diverse, but the majority are lower respiratory tract infection (LRTI), surgical site infection (SSI), bloodstream infection (BSI), and urinary tract infection (UTI). For most sub-Saharan African countries, studies revealing the burden and impact of HAI are scarce, and few systematic reviews and meta-analysis have been attempted. We sought to fill this gap by reporting recent trends in HAI in sub-Saharan Africa (SSA) with attention to key patient populations, geographic variation, and associated mortality. Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, we conducted a literature search of six electronic databases (Web of Science, Pubmed, APA PsycInfo, CINAHL, Embase, and the Cochrane Library) to identify studies assessing the prevalence of HAI in SSA countries. Studies published between 01 January 2014 and 31 December 2023 were included. We applied no language or publication restrictions. Record screening and data extractions were independently conducted by teams of two or more reviewers. Using the R software (version 4.3.1) meta and metafor packages, we calculated the pooled prevalence estimates from random-effect meta-analysis, and further explored sources of heterogeneity through subgroup analyses and meta-regression. This study is registered with PROSPERO, CRD42023433271. Forty-one relevant studies were identified for analysis, consisting of 15 from West Africa (n=2107), 12 from Southern Africa (n=2963), 11 from East Africa (n=2142), and 3 from Central Africa (n=124). A total of 59.4% of the patient population were associated with paediatric admissions. The pooled prevalence of HAI was estimated at 12.9% (95% CI: 8.9-17.4; n=7336; number of included estimates [k]=41, p<0.001). By subregions, the pooled current prevalence of HAI in the West Africa, Southern Africa, East Africa and Central Africa were estimated at 15.5% (95% CI: 8.3-24.4; n=2107; k=15), 6.5% (95% CI: 3.3-10.7; n=2963; k=12), 19.7% (95% CI: 10.8-30.5; n=2142; k=11) and 10.3% (95% CI: 1.1-27.0; n=124; k=3) of the patient populations respectively. We estimated mortality resulting from HAI in SSA at 22.2% (95% CI: 14.2-31.4; n=1118; k=9). Our estimates reveal a high burden of HAI in SSA with significant heterogeneity between regions. Variations in HAI distribution highlight the need for infection prevention and surveillance strategies specifically tailored to enhance prevention and management with special focus on West and East Africa, as part of the broader global control effort. No funding was received for this study.

Loneliness in Young People with ADHD: A Systematic Review and Meta-Analysis

Many studies focus on problematic peer functioning in attention deficit/hyperactivity disorder (ADHD) but loneliness has been studied less. This paper examined (1) The loneliness level differences between young people (below 25 years old) with ADHD and those without ADHD, and (2) The association between loneliness and mental health difficulties in young people with ADHD. Six electronic databases were searched and 20 studies were included. A random effects meta-analysis was carried out in RStudio using the metafor package for the first question, while a narrative synthesis summarized the findings for the second question. The meta-analysis (n = 15) found that young people with ADHD reported significantly higher loneliness than those without ADHD, with a small-to-medium weighted pool effect (Hedges’ g = 0.41) and high heterogeneity (I2 = 75.1%). For the second question (n = 8), associations between loneliness and mental health difficulties in ADHD was found (r = 0.05–0.68). Targeted research and interventions on loneliness in young people with ADHD is needed.

The pulmonary rehabilitation effect on long covid-19 syndrome: A systematic review and meta-analysis.

This systematic review and meta-analysis aims to evaluate the efficacy of pulmonary rehabilitation (PR) in improving dyspnea, fatigue, physical activity, quality of life, anxiety and depression in patients with Long COVID-19 (LC). The impact of PR on LC and a comparison of face-to-face and telerehabilitation approaches was explored. This systematic review and meta-analysis followed PRISMA guidelines and was registered in PROSPERO. A literature search included PubMed, Web of Science, and Cochrane Library until January 2023. No language filters were applied. Randomized controlled trials, non-randomized controlled trials, and observational studies were included. The risk of bias was assessed using appropriate tools. Descriptive analysis and meta-analysis were performed. Forest plots presented results. Statistical analyses were conducted using the Metafor Package in R v.3.4.2. This systematic review and meta-analysis included 16 studies on PR in LC patients. A total of 1027 adults were included. The studies varied in design, with seven observational studies, three quasi-experimental studies, and six randomized controlled trials. Dyspnea, physical function, quality of life, psychological state, and fatigue were assessed as outcomes. The review found that pulmonary rehabilitation had a significant positive effect on dyspnea, physical function, quality of life (both global and physical domain), anxiety, and depression. However, the effect on fatigue was not significant. Heterogeneity was observed in some analyses, and publication bias was found in certain outcomes. Age and study design were identified as potential moderators. Both face-to-face and telerehabilitation interventions improved the studied outcomes, with only differences in the physical domain of quality of life favoring the face-to-face group. PR improved dyspnea, physical function, quality of life, and psychological state in LC patients, but not fatigue. Face-to-face and telerehabilitation have similar effects, except for physical quality of life.