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1.
PLoS One ; 19(7): e0297410, 2024.
Article in English | MEDLINE | ID: mdl-38950015

ABSTRACT

BACKGROUND: Epilepsy is a common and serious chronic neurological disorder, and some patients suffer from cognitive dysfunction. We aim to assess the efficacy and safety of acupuncture combined with traditional Chinese herbal for primary epilepsy patients with cognitive impairment. METHODS: To search the randomized control trials (RCTs) published before April 20, 2023 from PubMed, Embase, Cochrane Library, Chinese Biomedical Literature Database (CBM), China National Knowledge Infrastructure (CNKI), Web of science, and Wanfang Database. The risk of bias within each individual trial was evaluated using the Cochrane Collaboration tool. RevMan5.3 software was used for statistical analysis. The odds ratio (OR) or weighted mean difference (WMD) with a 95% confidence interval (CI) was calculated for each RCT before data pooling. RESULTS: The primary outcomes involve changes in cognitive function and behavioral disturbances. The secondary outcomes focused on quality of life and adverse effects. CONCLUSION: The results of this review are expected to provide new guidelines for the treatment of primary epilepsy patients with cognitive impairment. TRIAL REGISTRATION: This systematic review protocol was registered at the International Prospective Register of Systematic Reviews (PROSPERO) (Registration number: CRD42023415355).


Subject(s)
Acupuncture Therapy , Cognitive Dysfunction , Drugs, Chinese Herbal , Epilepsy , Meta-Analysis as Topic , Systematic Reviews as Topic , Humans , Cognitive Dysfunction/therapy , Cognitive Dysfunction/drug therapy , Epilepsy/drug therapy , Epilepsy/therapy , Epilepsy/complications , Acupuncture Therapy/methods , Drugs, Chinese Herbal/therapeutic use , Treatment Outcome , Randomized Controlled Trials as Topic , Quality of Life , Combined Modality Therapy
2.
BMJ Open ; 14(6): e079038, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38951003

ABSTRACT

BACKGROUND: Non-small cell lung cancer (NSCLC) has a poor prognosis. Transvascular intervention is an important approach for treating NSCLC. Drug-eluting bead bronchial artery chemoembolisation (DEB-BACE) is a technique of using DEBs loaded with chemotherapeutic drugs for BACE. This study aims to conduct a meta-analysis to comprehensively assess the effectiveness and safety of DEB-BACE in treating NSCLC and investigate a novel therapeutic strategy for NSCLC. METHODS AND ANALYSIS: Wanfang, China National Knowledge Infrastructure, Medline (via PubMed), Cochrane Library, Scopus and Embase databases will be searched in November 2024. A meta-analysis will be conducted to assess the effectiveness and safety of DEB-BACE in the treatment of NSCLC. The following keywords will be applied: "Carcinoma, Non-Small-Cell Lung", "Non-Small Cell Lung Cancer", "Drug-Eluting Bead Bronchial Arterial Chemoembolization" and "drug-eluting beads". Reports in Chinese or English comparing the efficacy of DEB-BACE with other NSCLC treatment options will be included. Case reports, single-arm studies, conference papers, abstracts without full text and reports published in languages other than English and Chinese will not be considered. The Cochrane Handbook for Systematic Reviews of Interventions will be used to independently assess the risk of bias for each included study. In case of significant heterogeneity between studies, possible sources of heterogeneity will be explored through subgroup and sensitivity analysis. For the statistical analysis of the data, RevMan V.5.3 will be used. ETHICS AND DISSEMINATION: This meta-analysis will seek publication in a peer-reviewed journal on completion. Ethical approval is not required for this study as it is a database-based study. PROSPERO REGISTRATION NUMBER: CRD42023411392.


Subject(s)
Bronchial Arteries , Carcinoma, Non-Small-Cell Lung , Chemoembolization, Therapeutic , Lung Neoplasms , Meta-Analysis as Topic , Humans , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/therapeutic use , Carcinoma, Non-Small-Cell Lung/therapy , Carcinoma, Non-Small-Cell Lung/drug therapy , Chemoembolization, Therapeutic/methods , Lung Neoplasms/therapy , Lung Neoplasms/drug therapy , Research Design
4.
PLoS One ; 19(7): e0306324, 2024.
Article in English | MEDLINE | ID: mdl-38959279

ABSTRACT

BACKGROUND: In recent years, a growing body of evidence has demonstrated the efficacy of non-pharmacological interventions for schizophrenia spectrum disorders (SSD) including positive symptoms such as auditory hallucinations (AH). However, clinical trials predominantly examine general treatment effects for positive symptoms. Therefore, previous research is lacking in comprehensive and clear evidence about psychological and psychosocial approaches that are primarily tailored to treat AH. To overcome this knowledge gap in the current literature, we will conduct a systematic review and meta-analysis to assess the efficacy of clearly targeted psychological and psychosocial interventions for AH in persons with SSD. METHODS AND ANALYSIS: This study protocol has been developed according to the guidelines of the Preferred Reporting Items for Systematic Reviews and Meta-Analysis Protocols. We will include all randomized controlled trials analyzing the efficacy of targeted psychological and psychosocial interventions especially aimed at treating AH in SSD. We will include studies on adult patients with SSD experiencing AH. The primary outcome will be the change on a published rating scale measuring AH. Secondary outcomes will be delusions, overall symptoms, negative symptoms, depression, social functioning, quality of life, and acceptability (drop-out). We will search relevant databases and the reference lists of included literature. The study selection process will be conducted by two independent reviewers. We will conduct a random-effect meta-analysis to consider heterogeneity across studies. Analyses will be carried out by software packages in R. The risk of bias in each study will be evaluated using the Cochrane Risk of Bias tool. Assessment of heterogeneity and sensitivity analysis will be conducted. DISCUSSION: The proposed study will augment the existing evidence by providing an overview of effective treatment approaches and their overall efficacy at treating AH in SSD. These findings will complement existing evidence that may impact future treatment implementations in clinical practice by addressing effective strategies to treat AH and therefore improve outcomes for the addressed population. ETHICS AND DISSEMINATION: No ethical issues are foreseen. We will publish the results from this study in peer-reviewed journals and at relevant scientific conferences. TRIAL REGISTRATION: PROSPERO registration number: CRD42023475704.


Subject(s)
Hallucinations , Psychosocial Intervention , Psychotic Disorders , Systematic Reviews as Topic , Humans , Hallucinations/therapy , Hallucinations/psychology , Psychotic Disorders/therapy , Psychotic Disorders/psychology , Psychosocial Intervention/methods , Meta-Analysis as Topic , Quality of Life , Schizophrenia/therapy , Randomized Controlled Trials as Topic , Psychotherapy/methods , Research Design
6.
Syst Rev ; 13(1): 173, 2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38978122

ABSTRACT

BACKGROUND: Giant cell arteritis (GCA) is the most common systemic vasculitis in adults. Presenting features include new-onset headaches, constitutional symptoms, jaw claudication, polymyalgia rheumatica, and visual symptoms. Arterial inflammation with subsequent stenosis and occlusion may cause tissue ischemia, leading to blindness, strokes, and myocardial infarction. Oral antiplatelet therapy has been hypothesized to reduce GCA-related ischemic events. However, previous studies have demonstrated conflicting results regarding the efficacy of antiplatelet agents in GCA. The objective of this systematic review is to assess the safety and efficacy of antiplatelet therapy for the prevention of these events in adults with giant cell arteritis. METHODS: In this systematic review, we will include randomized controlled trials (RTCs), quasi-randomized trials, non-randomized intervention studies, cohort studies, and case-control studies on patients with new-onset or relapsing GCA. The intervention of interest will be pre-existing use or initiation of an oral antiplatelet medication (aspirin, clopidogrel, prasugrel, or ticagrelor) at GCA onset or relapse. The comparator of interest will be the absence of antiplatelet therapy. Endpoints will be evaluated after 6 and 12 months of follow-up. The primary outcome will be GCA-related ischemic events, including permanent blindness, stroke, myocardial infarction, and ischemic event-related deaths. Adverse events such as major bleeding and death caused by a bleeding event will be assessed. DISCUSSION: GCA-related ischemic events are catastrophic, sudden, often irreversible, and lead to significant morbidity. Antiplatelet agents are affordable, accessible, and could be effective for the prevention of these events. Nevertheless, the potential benefits of platelet aggregation inhibition must be weighed against their associated risk of bleeding. Assessing the efficacy and safety of antiplatelet therapy in GCA is therefore clinically important. SYSTEMATIC REVIEW REGISTRATION: Our systematic review protocol was registered with the International Prospective Register of Systematic Reviews (PROSPERO, registration number CRD42023441574.


Subject(s)
Giant Cell Arteritis , Platelet Aggregation Inhibitors , Systematic Reviews as Topic , Humans , Giant Cell Arteritis/drug therapy , Platelet Aggregation Inhibitors/therapeutic use , Meta-Analysis as Topic , Ischemia/prevention & control , Myocardial Infarction/prevention & control
7.
BMJ Open ; 14(7): e080926, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38969369

ABSTRACT

INTRODUCTION: Heart diseases constitute a significant global public health concern. Cardiovascular diseases (CVDs) are characterised by disruptions in blood circulation and are notably prevalent among adults exposed to Westernised diets. Ginseng, a medicinal plant, has been recognised for its healing properties and has a history of use spanning thousands of years. This systematic review aims to evaluate the efficacy of ginseng in modifying risk factors for CVD, including lipid profiles, glycaemic control, anthropometric indices, inflammation indicators, blood pressure, oxidative stress, liver function tests, adipokines and heart rate among individuals aged 18 and above, encompassing both genders. METHODS AND ANALYSIS: We will conduct an electronic search for articles published from inception to September 2023 using a predefined search strategy in PubMed, Scopus, Web of Science, CENTRAL and EMBASE. Our search will focus exclusively on randomised controlled clinical trials involving both healthy and unhealthy participants. The process of reviewing articles, extracting pertinent information and assessing the quality of studies using the Cochrane risk of bias tool will be carried out independently by two reviewers. Any discrepancies will be resolved through discussion with a third party. If a sufficient number of eligible studies are identified, a meta-analysis will be conducted using these outcomes. ETHICS AND DISSEMINATION: This study serves as the procedural framework for a comprehensive examination and does not require ethical approval. Additionally, the study adhered to the guidelines outlined in the Declaration of Helsinki. Ethical approval for the study was obtained from the Ethics Committee of Golestan University of Medical Sciences (IR.GOUMS.REC.1402.298). PROSPERO REGISTRATION NUMBER: CRD42023465688.


Subject(s)
Cardiovascular Diseases , Dietary Supplements , Meta-Analysis as Topic , Panax , Systematic Reviews as Topic , Humans , Cardiovascular Diseases/prevention & control , Heart Disease Risk Factors , Research Design , Dose-Response Relationship, Drug , Plant Extracts/therapeutic use
8.
BMJ Open ; 14(7): e078335, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38969367

ABSTRACT

BACKGROUND: Patients with advanced non-small-cell lung cancer (NSCLC) with activating mutations in the epidermal growth factor receptor (EGFR) gene are a heterogeneous population who often develop brain metastases (BM). The optimal management of patients with asymptomatic brain metastases is unclear given the activity of newer-generation targeted therapies in the central nervous system. We present a protocol for an individual patient data (IPD) prospective meta-analysis to evaluate whether the addition of stereotactic radiosurgery (SRS) before osimertinib treatment will lead to better control of intracranial metastatic disease. This is a clinically relevant question that will inform practice. METHODS: Randomised controlled trials will be eligible if they include participants with BM arising from EGFR-mutant NSCLC and suitable to receive osimertinib both in the first-line and second-line settings (P); comparisons of SRS followed by osimertinib versus osimertinib alone (I, C) and intracranial disease control included as an endpoint (O). Systematic searches of Medline (Ovid), Embase (Ovid), Cochrane Central Register of Controlled Trials (CENTRAL), CINAHL (EBSCO), PsychInfo, ClinicalTrials.gov and the WHO's International Clinical Trials Registry Platform's Search Portal will be undertaken. An IPD meta-analysis will be performed using methodologies recommended by the Cochrane Collaboration. The primary outcome is intracranial progression-free survival, as determined by response assessment in neuro-oncology-BM criteria. Secondary outcomes include overall survival, time to whole brain radiotherapy, quality of life, and adverse events of special interest. Effect differences will be explored among prespecified subgroups. ETHICS AND DISSEMINATION: Approved by each trial's ethics committee. Results will be relevant to clinicians, researchers, policymakers and patients, and will be disseminated via publications, presentations and media releases. PROSPERO REGISTRATION: CRD42022330532.


Subject(s)
Acrylamides , Aniline Compounds , Brain Neoplasms , Carcinoma, Non-Small-Cell Lung , ErbB Receptors , Lung Neoplasms , Radiosurgery , Systematic Reviews as Topic , Humans , Acrylamides/therapeutic use , Aniline Compounds/therapeutic use , Antineoplastic Agents/therapeutic use , Brain Neoplasms/secondary , Brain Neoplasms/genetics , Brain Neoplasms/drug therapy , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/secondary , Combined Modality Therapy , ErbB Receptors/genetics , Indoles , Lung Neoplasms/genetics , Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , Meta-Analysis as Topic , Mutation , Prospective Studies , Pyrimidines , Radiosurgery/methods , Randomized Controlled Trials as Topic , Research Design
9.
BMJ Open ; 14(7): e085314, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38969375

ABSTRACT

INTRODUCTION: Climate change increases not only the frequency, intensity and duration of extreme heat events but also annual temperatures globally, resulting in many negative health effects, including harmful effects on pregnancy and pregnancy outcomes. As temperatures continue to increase precipitously, there is a growing need to understand the underlying biological pathways of this association. This systematic review will focus on maternal, placental and fetal changes that occur in pregnancy due to environmental heat stress exposure, in order to identify the evidence-based pathways that play a role in this association. METHODS AND ANALYSIS: We will follow the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. We will search PubMed and Ovid Embase databases from inception using tested and validated search algorithms. Inclusion of any studies that involve pregnant women and have measured environmental heat stress exposure and either maternal, placental or fetal physiological or biochemical changes and are available in English. Modelling studies or those with only animals will be excluded. The risk of bias will be assessed using the Office of Health Assessment and Translation tool. Abstract screening, data extraction and risk of bias assessment will be conducted by two independent reviewers.Environmental parameters will be reported for each study and where possible these will be combined to calculate a heat stress indicator to allow comparison of exposure between studies. A narrative synthesis will be presented following standard guidelines. Where outcome measures have at least two levels of exposure, we will conduct a dose-response meta-analysis should there be at least three studies with the same outcome. A random effects meta-analysis will be conducted where at least three studies give the same outcome. ETHICS AND DISSEMINATION: This systematic review and meta-analysis does not require ethical approval. Dissemination will be through peer-reviewed journal publication and presentation at international conferences/interest groups. PROSPERO REGISTRATION NUMBER: CRD42024511153.


Subject(s)
Meta-Analysis as Topic , Research Design , Systematic Reviews as Topic , Humans , Pregnancy , Female , Hot Temperature/adverse effects , Placenta , Climate Change , Heat Stress Disorders , Pregnancy Outcome
11.
Syst Rev ; 13(1): 172, 2024 Jul 06.
Article in English | MEDLINE | ID: mdl-38971762

ABSTRACT

BACKGROUND: Allergic rhinitis (AR) is a common inflammatory disease of the nasal mucosa that is characterized by symptoms such as sneezing, nasal congestion, nasal itching, and rhinorrhoea. In recent years, acupoint herbal patching (AHP) therapy has gained a growing interest as a potential management option for AR. This systematic review and meta-analysis will evaluate the clinical research evidence on the effectiveness and safety of AHP as a treatment option for AR outside of the Sanfu or Sanjiu days (summer or winter solstice). The results of this review will provide up-to-date evidence-based guidance for healthcare providers and individuals seeking alternative treatments for AR. METHODS: A comprehensive search of electronic databases (PubMed, Cochrane Central Register of Controlled Trials (CENTRAL), EMBASE, China National Knowledge Infrastructure (CNKI), CQVIP, Sino-Med, and Wanfang Databases) will be conducted from their inception to June 2023. The inclusion criteria will be limited to randomized controlled trials that evaluate the effectiveness or efficacy of non-Sanfu or non-Sanjiu AHP for AR. The primary outcome measure will be the total nasal symptom score. The methodological quality of included studies will be assessed using the Revised Cochrane risk-of-bias tool for randomized trials (RoB 2), and meta-analyses will be performed using RevMan (V.5.3) statistical software. The Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach will be used to determine the certainty of evidence. DISCUSSION: This systematic review and meta-analysis will provide valuable insights into the effectiveness and safety of non-Sanfu or non-Sanjiu AHP as a treatment option for AR. The study aims to produce a high-quality review by adhering to PRISMA-P guidelines and using clinical guideline recommended outcome measures. The results of this review may offer additional treatment options for AR patients who seek complementary and alternative therapies, and hold significant implications for future research in this field. Overall, this study has the potential to inform clinical practice and improve patient outcomes. SYSTEMATIC REVIEW REGISTRATION: PROSPERO CRD42022181322.


Subject(s)
Acupuncture Points , Meta-Analysis as Topic , Rhinitis, Allergic , Systematic Reviews as Topic , Humans , Rhinitis, Allergic/drug therapy , Drugs, Chinese Herbal/therapeutic use , Research Design
12.
BMC Public Health ; 24(1): 1856, 2024 Jul 11.
Article in English | MEDLINE | ID: mdl-38992628

ABSTRACT

The objective of this umbrella review was to investigate comprehensive and synthesized evidence of the association between ambient air pollution and obesity based on the current systematic reviews and meta-analyses. Related studies from databases including PubMed, EMBASE, Web of Science, and the Cochrane Library, published before July 16, 2023, were considered in the analysis. All selected systematic reviews and meta-analyses were included in accordance with PRISMA guidelines. The risk of bias and the methodological quality were evaluated using the AMSTAR 2 tool. The protocol for this umbrella review was documented in PROSPERO with the registration number: CRD42023450191. This umbrella review identified 7 studies, including 5 meta-analyses and 2 systematic reviews, to assess the impacts of air pollutants on obesity. Commonly examined air pollutants included PM1, PM2.5, PM10, NO2, SO2, O3. Most of the included studies presented that air pollution exposure was positively associated with the increased risk of obesity. The impact of air pollution on obesity varied by different ambient air pollutants. This study provided compelling evidence that exposure to air pollution had a positive association with the risk of obesity. These findings further indicate the importance of strengthening air pollution prevention and control. Future studies should elucidate the possible mechanisms and pathways linking air pollution to obesity.


Subject(s)
Air Pollutants , Air Pollution , Meta-Analysis as Topic , Obesity , Systematic Reviews as Topic , Humans , Air Pollutants/adverse effects , Air Pollutants/analysis , Air Pollution/adverse effects , Environmental Exposure/adverse effects , Obesity/epidemiology
13.
PLoS One ; 19(7): e0306623, 2024.
Article in English | MEDLINE | ID: mdl-39042663

ABSTRACT

INTRODUCTION: Obesity is a silent pandemic affecting all ages and is a component of metabolic syndrome. Its treatment is conducted by lifestyle and behavioral changes, pharmacological therapy, and when correctly indicated, bariatric surgery. In recent years, the procedures for weight loss have been investigated due to their relationship with the development of many types of cancer. Although many studies have shown that bariatric surgery decreases cancer risk, other researchers observed an increase in this association. Carcinogenesis is affected by many factors, such as age, sex, type of cancer, and the bariatric surgery performed on each patient. This systematic review and meta-analysis protocol aims to clarify the association between the different modalities of bariatric surgery and the risk of cancer development in adult patients with metabolic syndrome. METHOD AND ANALYSIS: The proposed systematic review and meta-analysis will be reported conforming to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA-P) guidelines. This research will include observational studies (case-control and cohort studies) about patients who undergo bariatric surgery due to metabolic syndrome. Will be accepted in any language and any year. Publications without peer review will be excluded from this review. Data will be entered into the Review Manager software (RevMan5.2.3). We extracted or calculated the OR and 95% CI for dichotomous outcomes for each study. In case of heterogeneity (I2>50%), the random-effects model will combine the studies to calculate the OR and 95% CI. ETHICS AND DISSEMINATION: This study will review the published data; Thus, obtaining ethical approval is unnecessary. The findings of this systematic review will be published in a peer-reviewed journal. PROSPERO REGISTRATION NUMBER: CRD42023432079.


Subject(s)
Bariatric Surgery , Metabolic Syndrome , Neoplasms , Obesity , Systematic Reviews as Topic , Humans , Bariatric Surgery/adverse effects , Neoplasms/etiology , Neoplasms/surgery , Obesity/complications , Obesity/surgery , Metabolic Syndrome/complications , Meta-Analysis as Topic
14.
Pediatr Allergy Immunol ; 35(7): e14186, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39016384

ABSTRACT

Acute respiratory tract infections (RTIs) are one of the most common causes of pediatric consultations/hospitalizations and a major trigger for asthma exacerbations. Some consensus statements have recommended the use of immunostimulants to boost natural defenses against severe or repeated infections. One of the most common immunostimulants is OM-85; while several randomized clinical trials (RCTs) have evaluated its efficacy in preventing acute RTIs and wheezing/asthma exacerbations, results have been conflicting. Similarly, various systematic reviews with meta-analyses (SRMs) on OM-85 have used different strategies, populations, and outcomes; moreover, SRM conclusions are limited when the original studies are highly heterogeneous or have a low quality, hindering the generalizability of the findings. Here we summarize the evidence on the effect of OM-85 to prevent acute RTIs, wheezing/asthma episodes, or loss of asthma control in children, by including and critically evaluating all SRMs published to date. We searched for SRMs on OM-85 in three publication databases and found nine SRMs (seven for RTI, and two for wheezing/asthma). Among those, one had a high confidence evaluation of quality (AMSTAR-2 tool) and found a reduction in the total number of acute RTIs among the OM-85 group. Overall, no strong recommendations can be derived from the existing literature, mainly due to the high heterogeneity among included RCTs and SRMs. Further, large, high-quality RCTs are needed to confirm the true efficacy of OM-85 for the prevention of acute RTIs, asthma development, and asthma exacerbations.


Subject(s)
Asthma , Respiratory Sounds , Respiratory Tract Infections , Child , Child, Preschool , Humans , Adjuvants, Immunologic/therapeutic use , Bacterial Lysates , Cell Extracts/therapeutic use , Meta-Analysis as Topic , Randomized Controlled Trials as Topic , Respiratory Sounds/drug effects , Respiratory Tract Infections/prevention & control , Systematic Reviews as Topic , Treatment Outcome
15.
BMJ Open ; 14(7): e085098, 2024 Jul 18.
Article in English | MEDLINE | ID: mdl-39025816

ABSTRACT

INTRODUCTION: Subclinical rejection (SCR) refers to the presence of acute rejection without accompanying kidney allograft dysfunction. The impact of SCR on long-term graft survival remains a subject of ongoing debate. METHODS AND ANALYSIS: We will perform a systematic search of databases including MEDLINE, Embase and Cochrane Central, from January 1995 to November 2023. We will include English-language studies involving adult kidney transplant patients who investigated SCR. We will exclude studies focused on 'for-cause' biopsies. Both title, abstract screening and full-text screening will be performed by two or more reviewers. The primary outcome of this study will be death-censored allograft loss. The secondary outcome will include development of subsequent rejection. For time-dependent outcomes, we will prioritise HRs and the 95% CIs. In cases where HRs are unavailable, we will calculate risk ratios based on the recorded events. The risk of bias will be assessed using the Cochrane Collaboration's revised tool for assessing the risk of bias in randomised trials and the Newcastle-Ottawa scale for cohort studies. We will employ a random effects model. We will evaluate heterogeneity using the I2 variable. We will assess publication bias by funnel plots, Begg and Mazumdar test, and Egger's test. ETHICS AND DISSEMINATION: Ethics approval does not apply as no original data will be collected. The results will be disseminated through peer-reviewed publications and conference presentations. PROSPERO REGISTRATION NUMBER: CRD42023463536.


Subject(s)
Graft Rejection , Graft Survival , Kidney Transplantation , Meta-Analysis as Topic , Systematic Reviews as Topic , Humans , Research Design
16.
BMJ Open ; 14(7): e084900, 2024 Jul 18.
Article in English | MEDLINE | ID: mdl-39025823

ABSTRACT

INTRODUCTION: Care workers play a fundamental role in delivering care services in long-term care institutions. Burnout has been found to have a negative impact on care recipients and organisations providing care. Little is known about the key factors associated with care workers' burnout. This systematic review aims to explore the prevalence, severity and correlates of burnout among care workers before and during COVID-19 pandemic. METHODS AND ANALYSIS: A five-stage framework outlined by Whittemore and Knafl will be used. The following databases will be used to identify relevant literature, including Medline (PubMed), EMBASE, Cochrane library, PsycINFO, CINAHL, Scopus and Web of Science. RevMan will be used to assist the meta-analysis. Heterogeneity of the included studies will be tested using the I 2 test. ETHICS AND DISSEMINATION: No ethics approval is required as this study only involves secondary data analysis. The findings will be published in peer-reviewed journals and presented at relevant conferences. PROSPERO REGISTRATION NUMBER: CRD42024499178.


Subject(s)
Burnout, Professional , COVID-19 , Long-Term Care , Meta-Analysis as Topic , Systematic Reviews as Topic , Humans , Burnout, Professional/epidemiology , COVID-19/epidemiology , COVID-19/psychology , Health Personnel/psychology , SARS-CoV-2 , Research Design
19.
World J Urol ; 42(1): 396, 2024 Jul 10.
Article in English | MEDLINE | ID: mdl-38985296

ABSTRACT

PURPOSE: To investigate and implement semiautomated screening for meta-analyses (MA) in urology under consideration of class imbalance. METHODS: Machine learning algorithms were trained on data from three MA with detailed information of the screening process. Different methods to account for class imbalance (Sampling (up- and downsampling, weighting and cost-sensitive learning), thresholding) were implemented in different machine learning (ML) algorithms (Random Forest, Logistic Regression with Elastic Net Regularization, Support Vector Machines). Models were optimized for sensitivity. Besides metrics such as specificity, receiver operating curves, total missed studies, and work saved over sampling were calculated. RESULTS: During training, models trained after downsampling achieved the best results consistently among all algorithms. Computing time ranged between 251 and 5834 s. However, when evaluated on the final test data set, the weighting approach performed best. In addition, thresholding helped to improve results as compared to the standard of 0.5. However, due to heterogeneity of results no clear recommendation can be made for a universal sample size. Misses of relevant studies were 0 for the optimized models except for one review. CONCLUSION: It will be necessary to design a holistic methodology that implements the presented methods in a practical manner, but also takes into account other algorithms and the most sophisticated methods for text preprocessing. In addition, the different methods of a cost-sensitive learning approach can be the subject of further investigations.


Subject(s)
Machine Learning , Meta-Analysis as Topic , Systematic Reviews as Topic , Urology , Humans , Algorithms
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