Objective: To assess and compare the clinical efficacy and safety of cognitive enhancers(donepezil, galantamine, rivastigmine, and memantine) on cognition, behavior, function, and global status in patients with vascul...Objective: To assess and compare the clinical efficacy and safety of cognitive enhancers(donepezil, galantamine, rivastigmine, and memantine) on cognition, behavior, function, and global status in patients with vascular cognitive impairment.Data sources: The initial literature search was performed with PubMed, EMBASE, the Cochrane Methodology Register, the Cochrane Central Register of Controlled Trials, and Cumulative Index to Nursing & Allied Health(CINAHL) from inception to January 2018 for studies regarding donepezil, galantamine, rivastigmine, and memantine for treatment of vascular cognitive impairment.Data selection: Randomized controlled trials on donepezil, galantamine, rivastigmine, and memantine as monotherapy in the treatment of vascular cognitive impairment were included. A Bayesian network meta-analysis was conducted. Outcome measures: Efficacy was assessed by changes in scores of the Alzheimer's Disease Assessment Scale, cognitive subscale, Mini-Mental State Examination, Neuropsychiatric Inventory scores and Clinician's Interview-Based Impression of Change Scale Plus Caregiver's Input, Activities of Daily Living, the Clinical Dementia Rating scale. Safety was evaluated by mortality, total adverse events(TAEs), serious adverse events(SAEs), nausea, vomiting. diarrhea, or cerebrovascular accidents(CVAs). Results: After screening 1717 citations, 12 randomized controlled trials were included. Donepezil and rivastigmine(mean difference(e) = –0.77, 95% confidence interval(CI): 0.25–1.32; MD = 1.05, 95% CI: 0.18–1.79) were significantly more effective than placebo in reducing Mini-Mental State Examination scores. Donepezil, galantamine, and memantine(MD = –1.30, 95% CI: –2.27 to –0.42; MD = –1.67, 95% CI: –3.36 to –0.06; MD = –2.27, 95% CI: –3.91 to –0.53) showed superior benefits on the Alzheimer's Disease Assessment Scale–cognitive scores compared with placebo. Memantine(MD = 2.71, 95% CI: 1.05–7.29) improved global status(Clinician's Interview-Based Impression of Change Scale Plus Caregiver's Input) more than the placebo. Safety results revealed that donepezil 10 mg(odds ratio(OR) = 3.04, 95% CI: 1.86–5.41) contributed to higer risk of adverse events than placebo. Galantamine(OR = 5.64, 95% CI: 1.31–26.71) increased the risk of nausea. Rivastigmine(OR = 16.80, 95% CI: 1.78–319.26) increased the risk of vomiting. No agents displayed a significant risk of serious adverse events, mortality, cerebrovascular accidents, or diarrhea.Conclusion: We found significant efficacy of donepezil, galantamine, and memantine on cognition. Memantine can provide significant efficacy in global status. They are all safe and well tolerated.展开更多
OBJECTIVE: To address the optimal Chinese herbal injections(CHIs) against liver cancer, the present network Meta-analysis is designed to investigate the comparative efficacy and safety of different CHIs.METHODS: Sever...OBJECTIVE: To address the optimal Chinese herbal injections(CHIs) against liver cancer, the present network Meta-analysis is designed to investigate the comparative efficacy and safety of different CHIs.METHODS: Several electronic databases were searched up to June 1 st, 2017. The quality assessment was conducted and network Meta-analysis was performed to compare the efficacy and safety of different CHIs plus transcatheter hepatic arterial chemoembolization(TACE). Primary outcomes were 1-year and 2-year survival rate, the secondary outcomes includes the clinical effective rate, performance status and the adverse reactions(ADRs). Data analysis was applied Stata 13.0 and Win BUGS 1.4 software.RESULTS: A total of 105 randomized controlled trials(RCTs) were identified for inclusion in this analysis, with data for 7683 patients and 13 CHIs. The results suggested that Javanica oil emulsion,Huachansu injection plus TACE were more favorable for 1-year and 2-year survival rate than other CHIs. Kanglaite, Astragalus polysaccharide injection plus TACE showed superiority in the clinical effective rate and performance status over other CHIs.And Shenmai injection plus TACE was superior to reducing ADRs than other CHIs for patients with liver cancer.CONCLUSION: Our findings indicated that receiving CHIs combined with TACE may have therapeutic benefits for patients with liver cancer in improving survival rate, clinical effective rate, the performance status and alleviating the ADRs.展开更多
OBJECTIVE:To create the hierarchical model for the comparison of efficacy of different ATs for schizophrenia.METHODS:PubM ed,Web of Science,Embase,The Cochrane Library,ClinicalTrials,China National Knowledge Infrastru...OBJECTIVE:To create the hierarchical model for the comparison of efficacy of different ATs for schizophrenia.METHODS:PubM ed,Web of Science,Embase,The Cochrane Library,ClinicalTrials,China National Knowledge Infrastructure Database,China Science and Technology Journal Database,Wanfang Database,and SinoM ed were searched using a specified search strategy to identify relevant studies up to December 2021.The data were extracted independently by two reviewers.The quality of included trials was evaluated based on the guidelines of“Cochrane Handbook for Systematic Reviews of Interventions”.Bayesian network metaanalysis was conducted by statistical analysis software Addis 1.16.6 and Stata 15.1.RESULTS:In total,60 randomized controlled trials covering 4810 patients were enrolled.The network metaanalysis result showed that Body Acupuncture(BA),BA+Electro-acupuncture(EA),Scalp Acupuncture(SA)+EA,Auricular Acupuncture(AA),Low-dose medication and Acupuncture(LA),Acupoint Injection(AI),and Acupoint Catgut Embedding(ACE),when combined with Western Medications(WM),demonstrated a better clinical effect at improving the symptoms of schizophrenia,compared to WM alone.Results of rank probability showed that BA,when combined with WM,was the most optimal AT for schizophrenia at decreasing three aspects of PANSS scale score.CONCLUSIONS:Acupuncture-related therapies help improve the symptoms of schizophrenia,and BA combined with WM may be a better therapy for schizophrenia.展开更多
Background:Influenza places a heavy public health burden in numerous countries every year.In addition to vaccines,there are some interventions that are effective in preventing influenza.Objective:This overview of syst...Background:Influenza places a heavy public health burden in numerous countries every year.In addition to vaccines,there are some interventions that are effective in preventing influenza.Objective:This overview of systematic reviews(SRs)aimed to evaluate the efficacy and safety of interventions for influenza prevention.Search strategy:We searched the Cochrane Database of Systematic Reviews,2020,Issue 1 for relevant Cochrane SRs using the keywords‘‘common cold,"‘‘influenza,"and‘‘flu."Inclusion criteria:Cochrane SRs that investigated the prevention of influenza were included.Participants included the general population without influenza or influenza-like symptoms,who were treated with preventative interventions and compared to individuals receiving no treatment or placebo.Data extraction and analysis:Two reviewers independently screened citations against pre-defined inclusion criteria and extracted data.The methodological quality of these SRs was evaluated using the Assessing the Methodological Quality of Systematic Reviews-II(AMSTAR-II)guidelines.The primary outcome of our analysis was the incidence of influenza,and the secondary outcomes were the incidence of influenza-like illness and hospitalization.In addition to the narrative summary of SR findings,we also pooled data from homogeneous trials among these SRs and produced evidence mapping.We conducted a network meta-analysis to compare the effect across interventions and used the Cochrane approach to grading of recommendations,assessment,development,and evaluation(GRADE)to assess the quality of evidence.Results:Eleven Cochrane SRs were included,covering five medications,eleven vaccinations and four complementary therapies.Among these SRs,73%scored"high"quality on AMSTAR-II rating.We found that eight interventions,including amantadine,garlic,and six different vaccines,were beneficial for reducing the incidence of influenza compared to placebo,while oseltamivir,zanamivir,Ganmao capsule,Echinacea,and another three types of vaccine were probably beneficial.Ganmao capsule ranked highest for influenza prevention in the network meta-analysis,followed by amantadine,garlic,and vaccines of all types.Monovalent inactivated parenteral vaccine was found to be beneficial in reducing the incidence of influenza-like illness.None of the interventions reduced the hospitalization rate.Conclusion:High-quality evidence showed that garlic or vaccine had advantages in preventing influenza,and that vitamin C is not effective.The effect of other interventions needs to be further verified with highquality evidence.展开更多
However,the best choice of acupuncture therapy for postoperative nausea and vomiting remains controversy.Methods:Several databases were searched from inception to April 2020.Randomized controlled trials met the criter...However,the best choice of acupuncture therapy for postoperative nausea and vomiting remains controversy.Methods:Several databases were searched from inception to April 2020.Randomized controlled trials met the criterion were included.Risk of bias was implemented with Cochrane risk-of-bias tool.Addis,R,OpenBUGS and STATA were used to conduct meta-analysis.The evidence was assessed by GRADE profiler 3.6.Results:Fifty studies involving 5980 patients were included.The risk of bias of most included studies were acceptable.The results of network meta-analyses indicated,compared with placebo,electroacupuncture was the best choice for postoperative nausea(odds ratio=0.09,95%confidence interval:0.02-0.51)and acupoint plaster for postoperative vomiting(odds ratio=0.07,95%confidence interval:0.01-0.42),acupoint catgut embedding+5HTRA for postoperative nausea and vomiting(odds ratio=0.05,95%confidence interval:0.01-0.15),and transcutaneous electrical nerve stimulation+5-hydroxytryptamine receptor antagonists for postoperative rescue antiemetics(odds ratio=0.14,95%confidence interval:0.08-0.46).Conclusion:It was suggested transcutaneous electrical nerve stimulation+5-hydroxytryptamine receptor antagonists was the best choice.The results provided guidance for the prevention of postoperative nausea and vomiting.展开更多
Background:To date,no direct comparisons have been performed to compare the effectiveness of all epidermal growth factor receptor-tyrosine kinase inhibitors(EGFR-TKIs)against EGFR mutation-positive non-small cell lung...Background:To date,no direct comparisons have been performed to compare the effectiveness of all epidermal growth factor receptor-tyrosine kinase inhibitors(EGFR-TKIs)against EGFR mutation-positive non-small cell lung cancer(NSCLC).This study aimed to investigate the efficacy and safety of EGFR-TKIs in patients with EGFR mutation-positive NSCLC.Methods:We conducted a network meta-analysis of randomized controlled trials comparing osimertinib,lazertinib,aumolertinib,befotertinib,furmonertinib,dacomitinib,afatinib,erlotinib,gefitinib,icotinib,and chemotherapy.Pooled estimations of progression-free survival(PFS),overall survival(OS),objective response rate(ORR),and toxicity(grade≥3 adverse events)were performed within the Bayesian framework.Results:Twenty-three trials involving 11 treatments were included.All EGFR-TKIs improved PFS relative to chemotherapy,except for icotinib(hazard ratio[HR]=0.61,95%confidence interval[CI]:0.26-1.44).All EGFR-TKIs demonstrated significant ORR benefits over chemotherapy.Osimertinib seemed to prolong PFS compared with icotinib(HR=0.29,95%CI:0.1-0.86),gefitinib(HR=0.39,95%CI:0.21-0.74),and erlotinib(HR=0.53,95%CI:0.29-1.0).In addition,osimertinib showed favorable superiority in improving OS compared with chemotherapy(HR=0.6,95%CI:0.43-0.82),gefitinib(HR=0.61,95%CI:0.45-0.83),erlotinib(HR=0.65,95%CI:0.48-0.89),and afatinib(HR=0.65,95%CI:0.44-0.94).Among these regimens,afatinib showed the highest ORR(cumulative probability:96.96%).Icotinib was associated with minimal toxicity among the EGFR-TKIs,followed by furmonertinib and osimertinib.Moreover,the toxicity spectra differed among the EGFR-TKIs.Subgroup analyses of patients with two common types of EGFR mutations indicated that furmonertinib possessed the greatest PFS benefit in patients with exon 19 deletion,and lazertinib showed the greatest PFS benefit in patients with Leu858Arg mutation.We also identified differences between EGFR-TKIs in prolonging PFS in patients with brain metastasis.Conclusions:Osimertinib is the first choice of treatment with considerable efficacy and safety for EGFR mutation-positive NSCLC.The treatments associated with the best PFS in patients with exon 19 deletions and Leu858Arg mutations were furmonertinib and lazertinib,respectively.展开更多
The reliable operation of power grid secondary equipment is an important guarantee for the safety and stability of the power system.However,various defects could be produced in the secondary equipment during longtermo...The reliable operation of power grid secondary equipment is an important guarantee for the safety and stability of the power system.However,various defects could be produced in the secondary equipment during longtermoperation.The complex relationship between the defect phenomenon andmulti-layer causes and the probabilistic influence of secondary equipment cannot be described through knowledge extraction and fusion technology by existing methods,which limits the real-time and accuracy of defect identification.Therefore,a defect recognition method based on the Bayesian network and knowledge graph fusion is proposed.The defect data of secondary equipment is transformed into the structured knowledge graph through knowledge extraction and fusion technology.The knowledge graph of power grid secondary equipment is mapped to the Bayesian network framework,combined with historical defect data,and introduced Noisy-OR nodes.The prior and conditional probabilities of the Bayesian network are then reasonably assigned to build a model that reflects the probability dependence between defect phenomena and potential causes in power grid secondary equipment.Defect identification of power grid secondary equipment is achieved by defect subgraph search based on the knowledge graph,and defect inference based on the Bayesian network.Practical application cases prove this method’s effectiveness in identifying secondary equipment defect causes,improving identification accuracy and efficiency.展开更多
This paper investigates the reliability of internal marine combustion engines using an integrated approach that combines Fault Tree Analysis(FTA)and Bayesian Networks(BN).FTA provides a structured,top-down method for ...This paper investigates the reliability of internal marine combustion engines using an integrated approach that combines Fault Tree Analysis(FTA)and Bayesian Networks(BN).FTA provides a structured,top-down method for identifying critical failure modes and their root causes,while BN introduces flexibility in probabilistic reasoning,enabling dynamic updates based on new evidence.This dual methodology overcomes the limitations of static FTA models,offering a comprehensive framework for system reliability analysis.Critical failures,including External Leakage(ELU),Failure to Start(FTS),and Overheating(OHE),were identified as key risks.By incorporating redundancy into high-risk components such as pumps and batteries,the likelihood of these failures was significantly reduced.For instance,redundant pumps reduced the probability of ELU by 31.88%,while additional batteries decreased the occurrence of FTS by 36.45%.The results underscore the practical benefits of combining FTA and BN for enhancing system reliability,particularly in maritime applications where operational safety and efficiency are critical.This research provides valuable insights for maintenance planning and highlights the importance of redundancy in critical systems,especially as the industry transitions toward more autonomous vessels.展开更多
A performance improvement model of research and development(R&D)institutions based on evolutionary game and Bayesian network is proposed.First,the nature and performance factors of new R&D institutions are sys...A performance improvement model of research and development(R&D)institutions based on evolutionary game and Bayesian network is proposed.First,the nature and performance factors of new R&D institutions are systematically analyzed,the appropriate factor model is found,and the sharing of performance benefits between institutions and employees,the change in distribution proportion,and the risk of institutional improvement and employee cooperation are considered.Second,based on the mechanism improvement and employee cooperation,the payment matrix is given and evolutionary game analysis is carried out to obtain a stable and balanced institutional improvement probability and employee cooperation probability.These two probability values are substituted into the Bayesian network model of performance improvement of new R&D institutions,and the posterior probability of performance improvement is predicted by Bayesian network reasoning and diagnosis to find effective improvement measures.Finally,practical case analysis is given to verify the effectiveness and practicability of the proposed method.展开更多
Research on neutron-induced fission product yields of^(232)Th is crucial for understanding the competition between symmetric and asymmetric fission in actinide nuclei.However,obtaining complete isotopic yield distribu...Research on neutron-induced fission product yields of^(232)Th is crucial for understanding the competition between symmetric and asymmetric fission in actinide nuclei.However,obtaining complete isotopic yield distributions over a wide range of neutron energies remains a challenge.In this study,a Bayesian neural network model was developed to predict the independent(IND)and cumulative fission yields of^(232)Th under neutron irradiation at various incident energies.To address the limited availability of experimental data for the analysis of IND mass distributions,we substituted mass-number-based yields with the yields of specific isotopes.Furthermore,physical phenomena or quantities,such as the odd-even effect and isospin,were introduced as constraints to enhance the physical consistency of the predictions.The impact of these constraints was evaluated using mass-chain yield distributions and their dependence on energy.Incorporating physical constraints significantly improves the prediction accuracy,yielding more reliable and physically meaningful fission yield data for nuclear physics and reactor design applications.展开更多
Different dosage forms can significantly impact pharmacokinetics in vivo,leading to varied effects and potential adverse reactions.This study aimed to evaluate the efficacy,safety,and cost-effectiveness of isosorbide ...Different dosage forms can significantly impact pharmacokinetics in vivo,leading to varied effects and potential adverse reactions.This study aimed to evaluate the efficacy,safety,and cost-effectiveness of isosorbide mononitrate sustained-release capsules(IMSRC)combined with conventional treatments,compared to isosorbide mononitrate tablets(IMT)combined with conventional treatments,for managing angina pectoris in patients with coronary heart diseases.A network meta-analysis(NMA)was conducted to assess the efficacy and safety of IMSRC and IMT.Relevant literature was sourced from databases,including PubMed,Embase,Cochrane Library,ScienceDirect,Web of Science,CNKI,Wanfang,and VIP,covering publications up to July 2023.The cost-effectiveness analysis(CEA)was performed from the perspective of China’s healthcare system,utilizing inputs derived from the NMA.The analysis included 15 studies.The NMA results revealed no significant difference in efficacy and safety between IMSRC plus conventional treatments and IMT plus conventional treatments.However,both combinations were more effective than conventional treatments without isosorbide mononitrate.No differences in safety were observed among the three groups.The surface under the cumulative ranking(SUCRA)of the NMA indicated that IMT had a slight edge over IMSRC in the total effective rate of angina pectoris,whereas IMSRC showed higher probabilities for markedly effective rate and ECG effective rate compared to IMT.The incidence of adverse events was ranked as IMT>conventional preparation>IMSRC.The CEA results highlighted that the incremental cost-effectiveness ratios(ICERs)for the markedly effective and total effective rates of angina pectoris were-133.41 and-260.20,respectively.The ICERs for ECG effective rates were-83.34 and-234.24,respectively.In conclusion,while IMSRC combined with conventional treatments and IMT combined with conventional treatments were similar in efficacy and safety,IMSRC proved to be more economical.展开更多
This study examines the pivotal findings of the network meta-analysis of Zhou et al,which evaluated the efficacy of hepatic arterial infusion chemotherapy and combination therapies for advanced hepatocellular carcinom...This study examines the pivotal findings of the network meta-analysis of Zhou et al,which evaluated the efficacy of hepatic arterial infusion chemotherapy and combination therapies for advanced hepatocellular carcinoma(HCC).This meta-analysis suggests that therapeutic combinations have greater efficacy than do standard treatments.The article highlights the key insights that have the potential to shift current clinical practice and enhance outcomes for patients with advanced HCC.Additionally,this article discusses further research that can be conducted to optimize these treatments and achieve personalized care for patients with HCC.展开更多
Surgical methods for varicocele remain controversial.This study intends to evaluate the efficacy and safety of different surgical approaches for treating varicocele through a network meta-analysis(NMA).PubMed,Embase,C...Surgical methods for varicocele remain controversial.This study intends to evaluate the efficacy and safety of different surgical approaches for treating varicocele through a network meta-analysis(NMA).PubMed,Embase,Cochrane,and Web of Science databases were thoroughly searched.In total,13 randomized controlled trials(RCTs)and 24 cohort studies were included,covering 9 different surgical methods.Pairwise meta-analysis and NMA were performed by means of random-effects models,and interventions were ranked based on the surface under the cumulative ranking curve(SUCRA).According to the SUCRA,microsurgical subinguinal varicocelectomy(MSV;91.6%),microsurgical retroperitoneal varicocelectomy(MRV;78.2%),and microsurgical inguinal varicocelectomy(MIV;76.7%)demonstrated the highest effectiveness in reducing postoperative recurrence rates.In this study,sclerotherapy embolization(SE;87.2%),MSV(77.9%),and MIV(67.7%)showed the best results in lowering the risk of hydrocele occurrence.MIV(82.9%),MSV(75.9%),and coil embolization(CE;58.7%)were notably effective in increasing sperm motility.Moreover,CE(76.7%),subinguinal approach varicocelectomy(SV;69.2%),and SE(55.7%)were the most effective in increasing sperm count.SE(82.5%),transabdominal laparoscopic varicocelectomy(TLV;76.5%),and MRV(52.7%)were superior in shortening the length of hospital stay.The incidence rates of adverse events for MRV(0),SE(3.3%),and MIV(4.1%)were notably low.Cluster analyses indicated that MSV was the most effective in the treatment of varicocele.Based on the existing evidence,MSV may represent the optimal choice for varicocele surgery.However,selecting clinical surgical strategies requires consideration of various factors,including patient needs,surgeon experience,and the learning curve.展开更多
Introduction:Current international guidelines encourage cancer patients to engage in physical activity and recommend mind-body therapies(MBTs)as a method for treating cancer-related pain(CRP).However,the most effectiv...Introduction:Current international guidelines encourage cancer patients to engage in physical activity and recommend mind-body therapies(MBTs)as a method for treating cancer-related pain(CRP).However,the most effective MBTs for improving CRP in this population remain unknown.Therefore,this network meta-analysis(NMA)aimed to assess and rank the relative efficacy of different MBTs for CRP,and to conduct subgroup analyses according to different cancer types and stages of treatment.Content:Eight electronic databases were searched for randomized controlled trials(RCTs)that compared differentMBTs to improve pain in adults living with cancer.RCTs were evaluated using the Cochrane risk of bias tool.A random effects network meta-analysis was performed within a frequentist framework.Of the 4,916 articles retrieved and screened against the selection criteria.36 studies with a total 2,387 participants were eligible to be included in the analysis.Qigong demonstrated significantly greater effects than Usual care(standardized mean difference[SMD]-0.85,95% confidence interval[CI]-1.46 to -0.24),Waitlist(SMD−0.93,-1.77 to -0.08),and Massage(SMD-1.71,-3.20 to -0.23),with the highest surface under the cumulative ranking value of 86.5%,was ranked first.It was preceded by Conventional exercise(75.2%),Taichi(74.9%),with Massage having the lowest rank(7.2%).In a subgroup analysis of breast cancer,Taichi(89.6%),Conventional exercise(68.4%),and Pilates(68.3%)ranked as the top three.Summary and outlook:This network meta-analysis indicates that Qigong and Tai Chi are among the most effective mind–body therapies(MBTs)for managing cancer-related pain and may serve as complementary adjuvant treatments for patients with cancer.展开更多
Background Chemotherapy-induced peripheral neuropathy(CIPN)is a common neurotoxic reaction for patients undergoing anticancer regimens.More and more studies show that acupuncture-moxibustion plays a positive role in t...Background Chemotherapy-induced peripheral neuropathy(CIPN)is a common neurotoxic reaction for patients undergoing anticancer regimens.More and more studies show that acupuncture-moxibustion plays a positive role in the management and prevention of CIPN.Objective To evaluate the clinical effect of acupuncture-moxibustion in patients with CIPN,with a focus on assessing its effectiveness on improving treatment response rates,alleviating pain,enhancing quality of life(QoL),and improving nerve conduction.Additionally,the study compares the differences in clinical effectiveness among various acupuncture therapies for CIPN management.Methods Six databases(PubMed,Embase,Cochrane Library,Web of Science,OVID,and China National knowledge infrastructure[CNKI])were searched from earliest available dates to December 1,2024,and only randomized controlled trials(RCTs)containing relevant search terms were included.Network meta-analysis of the RCT data were conducted to assess the effective rate of the treatment as the primary outcome.Nerve conduction,pain scores,and QoL were assessed as secondary outcomes.The version 2 of the Cochrane risk-of-bias tool for randomized trials(RoB 2)was used to examine methodological quality,and Stata 15.1 was used to take network meta-analysis.Results A total of 34 RCTs involving 2039 participants and 9 acupuncture-moxibustion therapies were included.The network meta-analysis evaluated the effect of different acupuncture therapies across four outcomes:effective rate,pain scores,QoL,and nerve conduction.For effective rate,electroacupuncture combined with moxibustion ranked first with a surface under the cumulative ranking curve(SUCRA)value of 62.9%,followed by acupoint application(56.9%)and moxibustion(52.3%).Electroacupuncture combined with moxibustion had the highest effective rate compared to standard of care treatments(odds ratio[OR]=1.62,95%confidence interval[CI]−5.18 to 8.43).For alleviating pain,auricular acupressure had the highest SUCRA value(85.9%),while electroacupuncture and electroacupuncture combined with three-edged needle ranked second(63.4%)and third(51.0%),respectively.Auricular acupressure significantly reduced pain(SMD=−1.73,95%CI−3.54 to 0.08).For QoL,warming needle ranked first(SUCRA=92.0%),followed by electroacupuncture(48.7%)and filiform needle(43.0%).Warming needle significantly improved QoL scores(SMD=−0.75,95%CI−1.66 to 0.15).For nerve conduction,electroacupuncture combined with three-edged needle had the highest SUCRA value(100%),while moxibustion and filiform needle ranked second(65.3%)and third(39.2%),respectively.Electroacupuncture combined with three-edged had the best neuroprotective effect(SMD=1.85,95%CI 1.23 to 2.47).Conclusion Network meta-analysis based on the primary outcome(effective rate)suggests that electroacupuncture combined with moxibustion seems to be the optimal acupuncture therapy for chemotherapy-induced peripheral neuropathy(CIPN).Secondary outcomes exhibited considerable heterogeneity:auricular acupressure demonstrated superior efficacy in pain relief,electroacupuncture combined with three-edged needle showed greater advantages in improving nerve conduction function,while warm needling was associated with more significant improvements in QoL.Given the variability in interventions across different outcome measures and the methodological limitations of included studies,the current evidence requires cautious interpretation.Systematic review registration:Registration number in PROSPERO:CRD42024560017.展开更多
Background:Baitouweng decoction is a classic prescription for treating chronic dysentery and mainly used to treat heat-toxic dysentery and is widely used in damp-heat ulcerative colitis(UC)in China.Methods:Meta-analys...Background:Baitouweng decoction is a classic prescription for treating chronic dysentery and mainly used to treat heat-toxic dysentery and is widely used in damp-heat ulcerative colitis(UC)in China.Methods:Meta-analysis and network pharmacology were used to examine the pharmacological properties of Baitouweng decoction in the treatment of UC.Additionally,the potential mechanisms of action were investigated.In the meta-analysis,studies were searched from databases up to March 2024.Data from the included studies were extracted.The results were quantified by calculating the standardized mean difference(SMD).Additionally,95%confidence intervals(CI)were used to assess the precision of the estimates.Results:It was found that 201 components of Baitouweng decoction,including Pulsatillae Radix(Baitouweng),Coptidis Rhizoma(Huanglian),Phellodendri Chinensis Cortex(Huangbo),Fraxini Cortex(Qinpi),and 106 intersecting targets of UC,were obtained from INPUT.PPI and enrichment analyses showed Baitouweng decoction might regulate inflammatory response to improve UC injury.Seventeen included studies were published between 2004 and 2024.The meta-analysis results suggested that Baitouweng decoction may help increase body weight,decrease DAI and CMDI,reduce colon length shortening associated with UC,lower the spleen index,and alleviate tissue damage in colitis.In addition,Baitouweng decoction could inhibit inflammatory response and repair intestinal barrier in UC model.The protective mechanism of Baitouweng decoction was consistent with the predicted targets of network pharmacology,which suggested the results were accurate.Conclusion:Baitouweng decoction could improve UC injury by regulating the inflammatory response,cell apoptosis,and body metabolism through the integration of network pharmacology and meta-analysis.Its protective mechanisms are related to anti-inflammation,regulation of intestinal flora,brain-gut peptides,and protection of the intestinal mucosal barrier,along with modulation of body metabolism,including SCFA,bile acids,and tryptophan metabolism.展开更多
Refractory thyroid cancer is frequently associated with a poor prognosis,necessitating alternative therapeutic approaches.Tyrosine kinase inhibitors(TKIs)have emerged as a promising treatment option,showing generally ...Refractory thyroid cancer is frequently associated with a poor prognosis,necessitating alternative therapeutic approaches.Tyrosine kinase inhibitors(TKIs)have emerged as a promising treatment option,showing generally favorable clinical outcomes in these challenging cancer subtypes.However,the existing body of research is constrained by small sample sizes and variable findings,limiting the ability to directly compare the efficacy of different TKI agents.This study aimed to bridge that gap through a network meta-analysis,evaluating the relative efficacy and safety of various TKIs in managing refractory thyroid cancer.Utilizing systematic keyword searches in databases such as PubMed,Cochrane Library,Embase,Scopus,Web of Science,and ClinicalTrials.gov,we identified studies that met predefined inclusion criteria.Extracted data were analyzed using Bayesian network meta-analysis methods via R software to ensure a comprehensive assessment.Our findings highlighted specific advantages of certain TKIs for various clinical outcomes.In terms of progression-free survival(PFS),Anlotinib and Apatinib showed notable efficacy.For the objective response rate(ORR),Cabozantinib and Lenvatinib demonstrated superior effectiveness,while for disease control rate(DCR),Apatinib and Lenvatinib were advantageous.Regarding safety profiles,Cabozantinib emerged as the safest option for all-grade adverse events(AEs),with Anlotinib showing a higher risk.For severe AEs(grade 3 or higher),Sorafenib proved to be the safest,while Apatinib carried the highest risk.In summary,Anlotinib,Apatinib,Lenvatinib,and Cabozantinib offered significant benefits for PFS,ORR,and DCR in patients with refractory thyroid cancer.However,Anlotinib and Apatinib were associated with higher AE rates,underlining the importance of balancing efficacy with safety.Cabozantinib and Vandetanib,while exhibiting comparatively safer profiles,showed moderate efficacy.These insights underscored the necessity for tailored treatment decisions that carefully weigh the benefits and risks of each TKI agent.展开更多
Objectives A systematic review and network meta-analysis was conducted to evaluate the effectiveness of different childbirth positions in reducing the duration of the second stage of labor,providing evidence-based ins...Objectives A systematic review and network meta-analysis was conducted to evaluate the effectiveness of different childbirth positions in reducing the duration of the second stage of labor,providing evidence-based insights for obstetric institutions to guide interventions related to childbirth positions.Methods A comprehensive literature search was conducted in databases,including PubMed,Web of Science,the Cochrane Library,Embase,Wanfang Databases,China National Knowledge Infrastructure Databases(CNKI),China Science and Technology Journal Database(CSTJ),and China Biology Medicine disc(CBMdisc)to identify studies on the effectiveness of different childbirth positions in reducing the duration of the second stage of labor.The search included randomized controlled trials published from database inception to September 30,2024.The Cochrane risk-of-bias tool was used to assess the quality of the studies.Two independent reviewers screened the literature,extracted data,and evaluated study quality.Subsequently,a network meta-analysis was performed using STATA software.The study protocol has been registered in PROSPERO(CRD42023428217).Results This study analyzed data from 25 randomized controlled trials involving 9,844 women.The findings indicated that in comparison to lithotomy position,free position(MD=20.53,95%CI[11.38,29.68])and upright position(MD=−24.13,95%CI[−42.94,-5.32])were found to be superior in reducing the duration of the second stage of labor.Free position outperformed kneeling position(MD=21.48,95%CI[4.67,38.28])and squatting position(MD=23.43,95%CI[1.88,44.97]);upright position was superior to kneeling position(MD=−25.08,95%CI[−46.93,−3.22]);semirecumbent position surpassed squatting position(MD=19.71,95%CI[2.05,37.38]);and upright position was also superior to squatting position(MD=−27.03,95%CI[−51.48,−2.57]).According to the surface under the cumulative ranking curve(SUCRA),the upright position emerged as the most effective for reducing the duration of the second stage of labor(87.4%),followed by free position(81.1%),semirecumbent position(70.0%),and lateral position(62.3%).Conclusion These findings offer valuable insights for midwifery practice and help inform future research directions.Considering the limitations of this review,more larger-scale,multicenter randomized controlled trials are warranted to further evaluate the relative effectiveness of different childbirth positions in reducing the duration of the second stage of labor.展开更多
Background:A growing body of research is exploring the role of antioxidant and anti-inflammatory dietary supplements in the treatment of osteoarthritis,highlighting an increasing emphasis on nonpharmacological interve...Background:A growing body of research is exploring the role of antioxidant and anti-inflammatory dietary supplements in the treatment of osteoarthritis,highlighting an increasing emphasis on nonpharmacological interventions.Although more patients are turning to supplements to manage osteoarthritis,their actual effectiveness remains uncertain.Objective:This study aims to provide a comprehensive evaluation of the available evidence concerning the efficacy of various dietary supplements in osteoarthritis treatment.Search strategy:We searched PubMed,Embase,Cochrane Library and Web of Science for studies on the use of various dietary supplements in the treatment of osteoarthritis from the creation of each database until Jan 20,2025.Inclusion criteria:(1)Research object:osteoarthritis.(2)Intervention measures:patients in the treatment group received dietary supplements,while the control group received placebos.(3)Research type:randomized controlled trials(RCTs).Data extraction and analysis:Two researchers independently examined the literature and retrieved data based on predefined criteria.The information gathered included the first author,year of publication,sample size,participant demographics,length of the follow-up period,intervention and control measures,and inclusion indications.RCTs comparing dietary supplements to placebo with the pain and function subscales of the Western Ontario and McMaster Universities Osteoarthritis Index(WOMAC)among patients with osteoarthritis were included.The optimal dietary supplement was identified based on the total ranking by summing the surface under the cumulative ranking curve(SUCRA)of these two scores.Furthermore,the Grading of Recommendations Assessment,Development,and Evaluation(GRADE)was used to confirm the quality of the evidence.Results:Overall,23 studies covering 21 dietary supplements and involving 2455 participants met the inclusion criteria.In the WOMAC pain score,the SUCRA of passion fruit peel extract was 91%(mean difference[MD]:–9.2;95%confidence interval[CI]:[–16.0,–2.3]),followed by methylsulfonylmethane(89%),undenatured type II collagen(87%),collagen(84%),and Lanconone(82%).The SUCRA(99%)of passion fruit peel extract(MD:–41.0;95%CI:[–66.0,–16.0])ranked first in terms of the WOMAC function score,followed by Lanconone(95%),collagen(86%),ParActin(84%),and Lactobacillus casei strain Shirota(83%).The top three total rankings are passion fruit peel extract(95.0%),Lanconone(88.5%),and collagen(85.0%).However,the GRADE revealed low evidence quality.Conclusion:Passion fruit peel extract was the best supplement for improving WOMAC pain and function scores in patients with osteoarthritis,followed by Lanconone and collagen.However,further large-scale,well designed RCTs are required to substantiate these promising findings.展开更多
AIM:To assess and rank the efficacy of various nonsteroidal anti-inflammatory drugs(NSAIDs)in preventing postoperative macular edema(PME)after cataract surgery.METHODS:A comprehensive search was conducted across PubMe...AIM:To assess and rank the efficacy of various nonsteroidal anti-inflammatory drugs(NSAIDs)in preventing postoperative macular edema(PME)after cataract surgery.METHODS:A comprehensive search was conducted across PubMed,Embase,Cochrane Library,and Web of Science databases.Randomized controlled trials(RCTs)comparing different NSAIDs and control treatments for the prevention of PME were included.Data from the studies were synthesized using the“gemtc”package in R.Risk of bias was assessed with the Cochrane RoB 2 tool,and heterogeneity was evaluated using the global I2 statistic.Surface under the cumulative ranking curve(SUCRA)values were calculated for each treatment.RESULTS:Of 132 identified records,9 RCTs met the inclusion criteria.The Network Meta-analysis indicated that nepafenac had the highest efficacy in preventing PME,followed by artificial tear substitute,ketorolac,diclofenac,and bromfenac.The league table comparisons and rankograms corroborated these findings,with nepafenac consistently ranking highest.Heterogeneity analysis yielded high I2 values,indicating substantial variability across studies.CONCLUSION:This Network Meta-analysis suggests that nepafenac is the most effective NSAID for preventing PME following cataract surgery.Given the substantial heterogeneity observed,further high-quality RCTs are required to confirm these findings and explore the sources of variability.Clinicians should consider these results when selecting NSAIDs for PME prophylaxis in cataract surgery patients.展开更多
基金supported by the Natural Science Foundation of Liaoning Province of China,No.20170541036(to HYL)
文摘Objective: To assess and compare the clinical efficacy and safety of cognitive enhancers(donepezil, galantamine, rivastigmine, and memantine) on cognition, behavior, function, and global status in patients with vascular cognitive impairment.Data sources: The initial literature search was performed with PubMed, EMBASE, the Cochrane Methodology Register, the Cochrane Central Register of Controlled Trials, and Cumulative Index to Nursing & Allied Health(CINAHL) from inception to January 2018 for studies regarding donepezil, galantamine, rivastigmine, and memantine for treatment of vascular cognitive impairment.Data selection: Randomized controlled trials on donepezil, galantamine, rivastigmine, and memantine as monotherapy in the treatment of vascular cognitive impairment were included. A Bayesian network meta-analysis was conducted. Outcome measures: Efficacy was assessed by changes in scores of the Alzheimer's Disease Assessment Scale, cognitive subscale, Mini-Mental State Examination, Neuropsychiatric Inventory scores and Clinician's Interview-Based Impression of Change Scale Plus Caregiver's Input, Activities of Daily Living, the Clinical Dementia Rating scale. Safety was evaluated by mortality, total adverse events(TAEs), serious adverse events(SAEs), nausea, vomiting. diarrhea, or cerebrovascular accidents(CVAs). Results: After screening 1717 citations, 12 randomized controlled trials were included. Donepezil and rivastigmine(mean difference(e) = –0.77, 95% confidence interval(CI): 0.25–1.32; MD = 1.05, 95% CI: 0.18–1.79) were significantly more effective than placebo in reducing Mini-Mental State Examination scores. Donepezil, galantamine, and memantine(MD = –1.30, 95% CI: –2.27 to –0.42; MD = –1.67, 95% CI: –3.36 to –0.06; MD = –2.27, 95% CI: –3.91 to –0.53) showed superior benefits on the Alzheimer's Disease Assessment Scale–cognitive scores compared with placebo. Memantine(MD = 2.71, 95% CI: 1.05–7.29) improved global status(Clinician's Interview-Based Impression of Change Scale Plus Caregiver's Input) more than the placebo. Safety results revealed that donepezil 10 mg(odds ratio(OR) = 3.04, 95% CI: 1.86–5.41) contributed to higer risk of adverse events than placebo. Galantamine(OR = 5.64, 95% CI: 1.31–26.71) increased the risk of nausea. Rivastigmine(OR = 16.80, 95% CI: 1.78–319.26) increased the risk of vomiting. No agents displayed a significant risk of serious adverse events, mortality, cerebrovascular accidents, or diarrhea.Conclusion: We found significant efficacy of donepezil, galantamine, and memantine on cognition. Memantine can provide significant efficacy in global status. They are all safe and well tolerated.
基金Supported by the National Natural Science Foundation of China(Study on the Key Influential Factors of Anaphylaxis Induced by Chinese Herbal Injection Based on Three-dimensional Database and Multi-dimensional Data Mining,No.81473547Establishment of Multi-dimensional Clinical Evaluation Model of Danshen Injection for Treating Unstable Angina Pectoris Based on Bayesian Network Meta Analysis,No.81673829)。
文摘OBJECTIVE: To address the optimal Chinese herbal injections(CHIs) against liver cancer, the present network Meta-analysis is designed to investigate the comparative efficacy and safety of different CHIs.METHODS: Several electronic databases were searched up to June 1 st, 2017. The quality assessment was conducted and network Meta-analysis was performed to compare the efficacy and safety of different CHIs plus transcatheter hepatic arterial chemoembolization(TACE). Primary outcomes were 1-year and 2-year survival rate, the secondary outcomes includes the clinical effective rate, performance status and the adverse reactions(ADRs). Data analysis was applied Stata 13.0 and Win BUGS 1.4 software.RESULTS: A total of 105 randomized controlled trials(RCTs) were identified for inclusion in this analysis, with data for 7683 patients and 13 CHIs. The results suggested that Javanica oil emulsion,Huachansu injection plus TACE were more favorable for 1-year and 2-year survival rate than other CHIs. Kanglaite, Astragalus polysaccharide injection plus TACE showed superiority in the clinical effective rate and performance status over other CHIs.And Shenmai injection plus TACE was superior to reducing ADRs than other CHIs for patients with liver cancer.CONCLUSION: Our findings indicated that receiving CHIs combined with TACE may have therapeutic benefits for patients with liver cancer in improving survival rate, clinical effective rate, the performance status and alleviating the ADRs.
基金Supported by Research Development Fund of Beijing University of Chinese Medicine:Research on the genesis and data mining of"Chronic Illness and Kidney"theory(No.2180072120090)Key Discipline Projects of the National Administration of Traditional Chinese Medicine:Preparation and Revision Project of TCM"Prevention of Disease"Standard(No.20170709)。
文摘OBJECTIVE:To create the hierarchical model for the comparison of efficacy of different ATs for schizophrenia.METHODS:PubM ed,Web of Science,Embase,The Cochrane Library,ClinicalTrials,China National Knowledge Infrastructure Database,China Science and Technology Journal Database,Wanfang Database,and SinoM ed were searched using a specified search strategy to identify relevant studies up to December 2021.The data were extracted independently by two reviewers.The quality of included trials was evaluated based on the guidelines of“Cochrane Handbook for Systematic Reviews of Interventions”.Bayesian network metaanalysis was conducted by statistical analysis software Addis 1.16.6 and Stata 15.1.RESULTS:In total,60 randomized controlled trials covering 4810 patients were enrolled.The network metaanalysis result showed that Body Acupuncture(BA),BA+Electro-acupuncture(EA),Scalp Acupuncture(SA)+EA,Auricular Acupuncture(AA),Low-dose medication and Acupuncture(LA),Acupoint Injection(AI),and Acupoint Catgut Embedding(ACE),when combined with Western Medications(WM),demonstrated a better clinical effect at improving the symptoms of schizophrenia,compared to WM alone.Results of rank probability showed that BA,when combined with WM,was the most optimal AT for schizophrenia at decreasing three aspects of PANSS scale score.CONCLUSIONS:Acupuncture-related therapies help improve the symptoms of schizophrenia,and BA combined with WM may be a better therapy for schizophrenia.
基金supported by the National Natural Science Foundation of China(to HJC,Grant Number 81804000)the National Chinese Medicine Inheritance and Innovation Team Project from Beijing University of Chinese Medicine–Chinese Medicine Epidemic Disease Inheritance and Innovation Team。
文摘Background:Influenza places a heavy public health burden in numerous countries every year.In addition to vaccines,there are some interventions that are effective in preventing influenza.Objective:This overview of systematic reviews(SRs)aimed to evaluate the efficacy and safety of interventions for influenza prevention.Search strategy:We searched the Cochrane Database of Systematic Reviews,2020,Issue 1 for relevant Cochrane SRs using the keywords‘‘common cold,"‘‘influenza,"and‘‘flu."Inclusion criteria:Cochrane SRs that investigated the prevention of influenza were included.Participants included the general population without influenza or influenza-like symptoms,who were treated with preventative interventions and compared to individuals receiving no treatment or placebo.Data extraction and analysis:Two reviewers independently screened citations against pre-defined inclusion criteria and extracted data.The methodological quality of these SRs was evaluated using the Assessing the Methodological Quality of Systematic Reviews-II(AMSTAR-II)guidelines.The primary outcome of our analysis was the incidence of influenza,and the secondary outcomes were the incidence of influenza-like illness and hospitalization.In addition to the narrative summary of SR findings,we also pooled data from homogeneous trials among these SRs and produced evidence mapping.We conducted a network meta-analysis to compare the effect across interventions and used the Cochrane approach to grading of recommendations,assessment,development,and evaluation(GRADE)to assess the quality of evidence.Results:Eleven Cochrane SRs were included,covering five medications,eleven vaccinations and four complementary therapies.Among these SRs,73%scored"high"quality on AMSTAR-II rating.We found that eight interventions,including amantadine,garlic,and six different vaccines,were beneficial for reducing the incidence of influenza compared to placebo,while oseltamivir,zanamivir,Ganmao capsule,Echinacea,and another three types of vaccine were probably beneficial.Ganmao capsule ranked highest for influenza prevention in the network meta-analysis,followed by amantadine,garlic,and vaccines of all types.Monovalent inactivated parenteral vaccine was found to be beneficial in reducing the incidence of influenza-like illness.None of the interventions reduced the hospitalization rate.Conclusion:High-quality evidence showed that garlic or vaccine had advantages in preventing influenza,and that vitamin C is not effective.The effect of other interventions needs to be further verified with highquality evidence.
基金This work was supported by the National Natural Science Foundation of China(No.81804180).
文摘However,the best choice of acupuncture therapy for postoperative nausea and vomiting remains controversy.Methods:Several databases were searched from inception to April 2020.Randomized controlled trials met the criterion were included.Risk of bias was implemented with Cochrane risk-of-bias tool.Addis,R,OpenBUGS and STATA were used to conduct meta-analysis.The evidence was assessed by GRADE profiler 3.6.Results:Fifty studies involving 5980 patients were included.The risk of bias of most included studies were acceptable.The results of network meta-analyses indicated,compared with placebo,electroacupuncture was the best choice for postoperative nausea(odds ratio=0.09,95%confidence interval:0.02-0.51)and acupoint plaster for postoperative vomiting(odds ratio=0.07,95%confidence interval:0.01-0.42),acupoint catgut embedding+5HTRA for postoperative nausea and vomiting(odds ratio=0.05,95%confidence interval:0.01-0.15),and transcutaneous electrical nerve stimulation+5-hydroxytryptamine receptor antagonists for postoperative rescue antiemetics(odds ratio=0.14,95%confidence interval:0.08-0.46).Conclusion:It was suggested transcutaneous electrical nerve stimulation+5-hydroxytryptamine receptor antagonists was the best choice.The results provided guidance for the prevention of postoperative nausea and vomiting.
基金supported by the National Natural Science Foundation of China(No.82373021)1.3.5 project for disciplines of excellence,West China Hospital,Sichuan University(No.ZYYC23010)+1 种基金the Natural Science Foundation of Science and Technology Department of Sichuan Province(No.2023ZYD0094)the National Clinical Research Center for Geriatrics(No.Z2021JC001).
文摘Background:To date,no direct comparisons have been performed to compare the effectiveness of all epidermal growth factor receptor-tyrosine kinase inhibitors(EGFR-TKIs)against EGFR mutation-positive non-small cell lung cancer(NSCLC).This study aimed to investigate the efficacy and safety of EGFR-TKIs in patients with EGFR mutation-positive NSCLC.Methods:We conducted a network meta-analysis of randomized controlled trials comparing osimertinib,lazertinib,aumolertinib,befotertinib,furmonertinib,dacomitinib,afatinib,erlotinib,gefitinib,icotinib,and chemotherapy.Pooled estimations of progression-free survival(PFS),overall survival(OS),objective response rate(ORR),and toxicity(grade≥3 adverse events)were performed within the Bayesian framework.Results:Twenty-three trials involving 11 treatments were included.All EGFR-TKIs improved PFS relative to chemotherapy,except for icotinib(hazard ratio[HR]=0.61,95%confidence interval[CI]:0.26-1.44).All EGFR-TKIs demonstrated significant ORR benefits over chemotherapy.Osimertinib seemed to prolong PFS compared with icotinib(HR=0.29,95%CI:0.1-0.86),gefitinib(HR=0.39,95%CI:0.21-0.74),and erlotinib(HR=0.53,95%CI:0.29-1.0).In addition,osimertinib showed favorable superiority in improving OS compared with chemotherapy(HR=0.6,95%CI:0.43-0.82),gefitinib(HR=0.61,95%CI:0.45-0.83),erlotinib(HR=0.65,95%CI:0.48-0.89),and afatinib(HR=0.65,95%CI:0.44-0.94).Among these regimens,afatinib showed the highest ORR(cumulative probability:96.96%).Icotinib was associated with minimal toxicity among the EGFR-TKIs,followed by furmonertinib and osimertinib.Moreover,the toxicity spectra differed among the EGFR-TKIs.Subgroup analyses of patients with two common types of EGFR mutations indicated that furmonertinib possessed the greatest PFS benefit in patients with exon 19 deletion,and lazertinib showed the greatest PFS benefit in patients with Leu858Arg mutation.We also identified differences between EGFR-TKIs in prolonging PFS in patients with brain metastasis.Conclusions:Osimertinib is the first choice of treatment with considerable efficacy and safety for EGFR mutation-positive NSCLC.The treatments associated with the best PFS in patients with exon 19 deletions and Leu858Arg mutations were furmonertinib and lazertinib,respectively.
基金supported by the State Grid Southwest Branch Project“Research on Defect Diagnosis and Early Warning Technology of Relay Protection and Safety Automation Devices Based on Multi-Source Heterogeneous Defect Data”.
文摘The reliable operation of power grid secondary equipment is an important guarantee for the safety and stability of the power system.However,various defects could be produced in the secondary equipment during longtermoperation.The complex relationship between the defect phenomenon andmulti-layer causes and the probabilistic influence of secondary equipment cannot be described through knowledge extraction and fusion technology by existing methods,which limits the real-time and accuracy of defect identification.Therefore,a defect recognition method based on the Bayesian network and knowledge graph fusion is proposed.The defect data of secondary equipment is transformed into the structured knowledge graph through knowledge extraction and fusion technology.The knowledge graph of power grid secondary equipment is mapped to the Bayesian network framework,combined with historical defect data,and introduced Noisy-OR nodes.The prior and conditional probabilities of the Bayesian network are then reasonably assigned to build a model that reflects the probability dependence between defect phenomena and potential causes in power grid secondary equipment.Defect identification of power grid secondary equipment is achieved by defect subgraph search based on the knowledge graph,and defect inference based on the Bayesian network.Practical application cases prove this method’s effectiveness in identifying secondary equipment defect causes,improving identification accuracy and efficiency.
基金supported by Istanbul Technical University(Project No.45698)supported through the“Young Researchers’Career Development Project-training of doctoral students”of the Croatian Science Foundation.
文摘This paper investigates the reliability of internal marine combustion engines using an integrated approach that combines Fault Tree Analysis(FTA)and Bayesian Networks(BN).FTA provides a structured,top-down method for identifying critical failure modes and their root causes,while BN introduces flexibility in probabilistic reasoning,enabling dynamic updates based on new evidence.This dual methodology overcomes the limitations of static FTA models,offering a comprehensive framework for system reliability analysis.Critical failures,including External Leakage(ELU),Failure to Start(FTS),and Overheating(OHE),were identified as key risks.By incorporating redundancy into high-risk components such as pumps and batteries,the likelihood of these failures was significantly reduced.For instance,redundant pumps reduced the probability of ELU by 31.88%,while additional batteries decreased the occurrence of FTS by 36.45%.The results underscore the practical benefits of combining FTA and BN for enhancing system reliability,particularly in maritime applications where operational safety and efficiency are critical.This research provides valuable insights for maintenance planning and highlights the importance of redundancy in critical systems,especially as the industry transitions toward more autonomous vessels.
基金supported by the National Natural Science Foundation of China(72071106)Jiangsu Provincial Social Science Fund(23EYA001)+1 种基金Jiangsu Provincial Education Science Planning Fund(Ba/2024/08)Jiangsu Higher Education Association Fund(24FYHLX090)。
文摘A performance improvement model of research and development(R&D)institutions based on evolutionary game and Bayesian network is proposed.First,the nature and performance factors of new R&D institutions are systematically analyzed,the appropriate factor model is found,and the sharing of performance benefits between institutions and employees,the change in distribution proportion,and the risk of institutional improvement and employee cooperation are considered.Second,based on the mechanism improvement and employee cooperation,the payment matrix is given and evolutionary game analysis is carried out to obtain a stable and balanced institutional improvement probability and employee cooperation probability.These two probability values are substituted into the Bayesian network model of performance improvement of new R&D institutions,and the posterior probability of performance improvement is predicted by Bayesian network reasoning and diagnosis to find effective improvement measures.Finally,practical case analysis is given to verify the effectiveness and practicability of the proposed method.
基金supported by the National Natural Science Foundation of China(Nos.12247126 and 12375123)Henan Postdoctoral Foundation(No.HN2024013)the Natural Science Foundation of Henan Province(No.242300421048)。
文摘Research on neutron-induced fission product yields of^(232)Th is crucial for understanding the competition between symmetric and asymmetric fission in actinide nuclei.However,obtaining complete isotopic yield distributions over a wide range of neutron energies remains a challenge.In this study,a Bayesian neural network model was developed to predict the independent(IND)and cumulative fission yields of^(232)Th under neutron irradiation at various incident energies.To address the limited availability of experimental data for the analysis of IND mass distributions,we substituted mass-number-based yields with the yields of specific isotopes.Furthermore,physical phenomena or quantities,such as the odd-even effect and isospin,were introduced as constraints to enhance the physical consistency of the predictions.The impact of these constraints was evaluated using mass-chain yield distributions and their dependence on energy.Incorporating physical constraints significantly improves the prediction accuracy,yielding more reliable and physically meaningful fission yield data for nuclear physics and reactor design applications.
基金The 2022 Ministry of Education General Project for Humanities and Social Sciences Research(Grant No.22YJAZH147)the General Subject of Guangzhou Philosophy and Social Science Development“14th Five-Year Plan”in 2023(Grant No.2023GZYB68)+2 种基金China University Industry-Academia-Research Innovation Fund-Huatong Guokang Medical Research Special Project(Grant No.2023HT017)2024 Guangdong Province General Project for the Planning of Philosophy and Social Sciences(Grant No.GD24CGL29)the Innovation Team Project of Colleges and Universities in Guangdong Province(Grant No.2022WCXTD011).
文摘Different dosage forms can significantly impact pharmacokinetics in vivo,leading to varied effects and potential adverse reactions.This study aimed to evaluate the efficacy,safety,and cost-effectiveness of isosorbide mononitrate sustained-release capsules(IMSRC)combined with conventional treatments,compared to isosorbide mononitrate tablets(IMT)combined with conventional treatments,for managing angina pectoris in patients with coronary heart diseases.A network meta-analysis(NMA)was conducted to assess the efficacy and safety of IMSRC and IMT.Relevant literature was sourced from databases,including PubMed,Embase,Cochrane Library,ScienceDirect,Web of Science,CNKI,Wanfang,and VIP,covering publications up to July 2023.The cost-effectiveness analysis(CEA)was performed from the perspective of China’s healthcare system,utilizing inputs derived from the NMA.The analysis included 15 studies.The NMA results revealed no significant difference in efficacy and safety between IMSRC plus conventional treatments and IMT plus conventional treatments.However,both combinations were more effective than conventional treatments without isosorbide mononitrate.No differences in safety were observed among the three groups.The surface under the cumulative ranking(SUCRA)of the NMA indicated that IMT had a slight edge over IMSRC in the total effective rate of angina pectoris,whereas IMSRC showed higher probabilities for markedly effective rate and ECG effective rate compared to IMT.The incidence of adverse events was ranked as IMT>conventional preparation>IMSRC.The CEA results highlighted that the incremental cost-effectiveness ratios(ICERs)for the markedly effective and total effective rates of angina pectoris were-133.41 and-260.20,respectively.The ICERs for ECG effective rates were-83.34 and-234.24,respectively.In conclusion,while IMSRC combined with conventional treatments and IMT combined with conventional treatments were similar in efficacy and safety,IMSRC proved to be more economical.
文摘This study examines the pivotal findings of the network meta-analysis of Zhou et al,which evaluated the efficacy of hepatic arterial infusion chemotherapy and combination therapies for advanced hepatocellular carcinoma(HCC).This meta-analysis suggests that therapeutic combinations have greater efficacy than do standard treatments.The article highlights the key insights that have the potential to shift current clinical practice and enhance outcomes for patients with advanced HCC.Additionally,this article discusses further research that can be conducted to optimize these treatments and achieve personalized care for patients with HCC.
基金supported by The First Affiliated Hospital of Guizhou University of Traditional Chinese Medicine High-level Talent Initiation Programme(No.GYZYYFY-BS-2023[14])The Guizhou Province Science and Technology Plan Project(No.QianKeHeJiChu-ZK[2024]General 405).
文摘Surgical methods for varicocele remain controversial.This study intends to evaluate the efficacy and safety of different surgical approaches for treating varicocele through a network meta-analysis(NMA).PubMed,Embase,Cochrane,and Web of Science databases were thoroughly searched.In total,13 randomized controlled trials(RCTs)and 24 cohort studies were included,covering 9 different surgical methods.Pairwise meta-analysis and NMA were performed by means of random-effects models,and interventions were ranked based on the surface under the cumulative ranking curve(SUCRA).According to the SUCRA,microsurgical subinguinal varicocelectomy(MSV;91.6%),microsurgical retroperitoneal varicocelectomy(MRV;78.2%),and microsurgical inguinal varicocelectomy(MIV;76.7%)demonstrated the highest effectiveness in reducing postoperative recurrence rates.In this study,sclerotherapy embolization(SE;87.2%),MSV(77.9%),and MIV(67.7%)showed the best results in lowering the risk of hydrocele occurrence.MIV(82.9%),MSV(75.9%),and coil embolization(CE;58.7%)were notably effective in increasing sperm motility.Moreover,CE(76.7%),subinguinal approach varicocelectomy(SV;69.2%),and SE(55.7%)were the most effective in increasing sperm count.SE(82.5%),transabdominal laparoscopic varicocelectomy(TLV;76.5%),and MRV(52.7%)were superior in shortening the length of hospital stay.The incidence rates of adverse events for MRV(0),SE(3.3%),and MIV(4.1%)were notably low.Cluster analyses indicated that MSV was the most effective in the treatment of varicocele.Based on the existing evidence,MSV may represent the optimal choice for varicocele surgery.However,selecting clinical surgical strategies requires consideration of various factors,including patient needs,surgeon experience,and the learning curve.
基金supported by the program of Guangdong Provincial Clinical Research Center for Rehabilitation Medicine(2023B110003)the Research Foundation of Traditional Chinese Medicine Bureau of Guangdong Province(20231,067)the Guangdong Hopson-Pearl River Education Development Foundation(No.H20190116202012724).
文摘Introduction:Current international guidelines encourage cancer patients to engage in physical activity and recommend mind-body therapies(MBTs)as a method for treating cancer-related pain(CRP).However,the most effective MBTs for improving CRP in this population remain unknown.Therefore,this network meta-analysis(NMA)aimed to assess and rank the relative efficacy of different MBTs for CRP,and to conduct subgroup analyses according to different cancer types and stages of treatment.Content:Eight electronic databases were searched for randomized controlled trials(RCTs)that compared differentMBTs to improve pain in adults living with cancer.RCTs were evaluated using the Cochrane risk of bias tool.A random effects network meta-analysis was performed within a frequentist framework.Of the 4,916 articles retrieved and screened against the selection criteria.36 studies with a total 2,387 participants were eligible to be included in the analysis.Qigong demonstrated significantly greater effects than Usual care(standardized mean difference[SMD]-0.85,95% confidence interval[CI]-1.46 to -0.24),Waitlist(SMD−0.93,-1.77 to -0.08),and Massage(SMD-1.71,-3.20 to -0.23),with the highest surface under the cumulative ranking value of 86.5%,was ranked first.It was preceded by Conventional exercise(75.2%),Taichi(74.9%),with Massage having the lowest rank(7.2%).In a subgroup analysis of breast cancer,Taichi(89.6%),Conventional exercise(68.4%),and Pilates(68.3%)ranked as the top three.Summary and outlook:This network meta-analysis indicates that Qigong and Tai Chi are among the most effective mind–body therapies(MBTs)for managing cancer-related pain and may serve as complementary adjuvant treatments for patients with cancer.
基金Supported by National Key Research and Development Program of China:2022YFC3500701。
文摘Background Chemotherapy-induced peripheral neuropathy(CIPN)is a common neurotoxic reaction for patients undergoing anticancer regimens.More and more studies show that acupuncture-moxibustion plays a positive role in the management and prevention of CIPN.Objective To evaluate the clinical effect of acupuncture-moxibustion in patients with CIPN,with a focus on assessing its effectiveness on improving treatment response rates,alleviating pain,enhancing quality of life(QoL),and improving nerve conduction.Additionally,the study compares the differences in clinical effectiveness among various acupuncture therapies for CIPN management.Methods Six databases(PubMed,Embase,Cochrane Library,Web of Science,OVID,and China National knowledge infrastructure[CNKI])were searched from earliest available dates to December 1,2024,and only randomized controlled trials(RCTs)containing relevant search terms were included.Network meta-analysis of the RCT data were conducted to assess the effective rate of the treatment as the primary outcome.Nerve conduction,pain scores,and QoL were assessed as secondary outcomes.The version 2 of the Cochrane risk-of-bias tool for randomized trials(RoB 2)was used to examine methodological quality,and Stata 15.1 was used to take network meta-analysis.Results A total of 34 RCTs involving 2039 participants and 9 acupuncture-moxibustion therapies were included.The network meta-analysis evaluated the effect of different acupuncture therapies across four outcomes:effective rate,pain scores,QoL,and nerve conduction.For effective rate,electroacupuncture combined with moxibustion ranked first with a surface under the cumulative ranking curve(SUCRA)value of 62.9%,followed by acupoint application(56.9%)and moxibustion(52.3%).Electroacupuncture combined with moxibustion had the highest effective rate compared to standard of care treatments(odds ratio[OR]=1.62,95%confidence interval[CI]−5.18 to 8.43).For alleviating pain,auricular acupressure had the highest SUCRA value(85.9%),while electroacupuncture and electroacupuncture combined with three-edged needle ranked second(63.4%)and third(51.0%),respectively.Auricular acupressure significantly reduced pain(SMD=−1.73,95%CI−3.54 to 0.08).For QoL,warming needle ranked first(SUCRA=92.0%),followed by electroacupuncture(48.7%)and filiform needle(43.0%).Warming needle significantly improved QoL scores(SMD=−0.75,95%CI−1.66 to 0.15).For nerve conduction,electroacupuncture combined with three-edged needle had the highest SUCRA value(100%),while moxibustion and filiform needle ranked second(65.3%)and third(39.2%),respectively.Electroacupuncture combined with three-edged had the best neuroprotective effect(SMD=1.85,95%CI 1.23 to 2.47).Conclusion Network meta-analysis based on the primary outcome(effective rate)suggests that electroacupuncture combined with moxibustion seems to be the optimal acupuncture therapy for chemotherapy-induced peripheral neuropathy(CIPN).Secondary outcomes exhibited considerable heterogeneity:auricular acupressure demonstrated superior efficacy in pain relief,electroacupuncture combined with three-edged needle showed greater advantages in improving nerve conduction function,while warm needling was associated with more significant improvements in QoL.Given the variability in interventions across different outcome measures and the methodological limitations of included studies,the current evidence requires cautious interpretation.Systematic review registration:Registration number in PROSPERO:CRD42024560017.
基金supported by the National Natural Science Foundation of China(No.82405237,82373835,82173781)Guangdong Basic and Applied Basic Research Foundation(No.2023A1515110768,2019A1515010806)+3 种基金Foshan Science and Technology Bureau’s self funded project(No.2320001007283)Key Field Projects(Intelligent Manufacturing)of General Universities in Guangdong Province(No.2020ZDZX2057)the Scientific Research Projects(Characteristic Innovation)of General Universities in Guangdong Province(No.2019KTSCX195)Guangdong Provincial Medical Research Foundation(No.A2022061).
文摘Background:Baitouweng decoction is a classic prescription for treating chronic dysentery and mainly used to treat heat-toxic dysentery and is widely used in damp-heat ulcerative colitis(UC)in China.Methods:Meta-analysis and network pharmacology were used to examine the pharmacological properties of Baitouweng decoction in the treatment of UC.Additionally,the potential mechanisms of action were investigated.In the meta-analysis,studies were searched from databases up to March 2024.Data from the included studies were extracted.The results were quantified by calculating the standardized mean difference(SMD).Additionally,95%confidence intervals(CI)were used to assess the precision of the estimates.Results:It was found that 201 components of Baitouweng decoction,including Pulsatillae Radix(Baitouweng),Coptidis Rhizoma(Huanglian),Phellodendri Chinensis Cortex(Huangbo),Fraxini Cortex(Qinpi),and 106 intersecting targets of UC,were obtained from INPUT.PPI and enrichment analyses showed Baitouweng decoction might regulate inflammatory response to improve UC injury.Seventeen included studies were published between 2004 and 2024.The meta-analysis results suggested that Baitouweng decoction may help increase body weight,decrease DAI and CMDI,reduce colon length shortening associated with UC,lower the spleen index,and alleviate tissue damage in colitis.In addition,Baitouweng decoction could inhibit inflammatory response and repair intestinal barrier in UC model.The protective mechanism of Baitouweng decoction was consistent with the predicted targets of network pharmacology,which suggested the results were accurate.Conclusion:Baitouweng decoction could improve UC injury by regulating the inflammatory response,cell apoptosis,and body metabolism through the integration of network pharmacology and meta-analysis.Its protective mechanisms are related to anti-inflammation,regulation of intestinal flora,brain-gut peptides,and protection of the intestinal mucosal barrier,along with modulation of body metabolism,including SCFA,bile acids,and tryptophan metabolism.
基金The Natural Science Foundation of Fujian,China(Grant No.2021J01397)Fujian Provincial Health Technology Project(Grant No.2022GGA010)Fujian Provincial Joint Funding Project of Scientific and Technological Innovation(Grant No.2023Y9347).
文摘Refractory thyroid cancer is frequently associated with a poor prognosis,necessitating alternative therapeutic approaches.Tyrosine kinase inhibitors(TKIs)have emerged as a promising treatment option,showing generally favorable clinical outcomes in these challenging cancer subtypes.However,the existing body of research is constrained by small sample sizes and variable findings,limiting the ability to directly compare the efficacy of different TKI agents.This study aimed to bridge that gap through a network meta-analysis,evaluating the relative efficacy and safety of various TKIs in managing refractory thyroid cancer.Utilizing systematic keyword searches in databases such as PubMed,Cochrane Library,Embase,Scopus,Web of Science,and ClinicalTrials.gov,we identified studies that met predefined inclusion criteria.Extracted data were analyzed using Bayesian network meta-analysis methods via R software to ensure a comprehensive assessment.Our findings highlighted specific advantages of certain TKIs for various clinical outcomes.In terms of progression-free survival(PFS),Anlotinib and Apatinib showed notable efficacy.For the objective response rate(ORR),Cabozantinib and Lenvatinib demonstrated superior effectiveness,while for disease control rate(DCR),Apatinib and Lenvatinib were advantageous.Regarding safety profiles,Cabozantinib emerged as the safest option for all-grade adverse events(AEs),with Anlotinib showing a higher risk.For severe AEs(grade 3 or higher),Sorafenib proved to be the safest,while Apatinib carried the highest risk.In summary,Anlotinib,Apatinib,Lenvatinib,and Cabozantinib offered significant benefits for PFS,ORR,and DCR in patients with refractory thyroid cancer.However,Anlotinib and Apatinib were associated with higher AE rates,underlining the importance of balancing efficacy with safety.Cabozantinib and Vandetanib,while exhibiting comparatively safer profiles,showed moderate efficacy.These insights underscored the necessity for tailored treatment decisions that carefully weigh the benefits and risks of each TKI agent.
基金the Obstetrics and Gynecology Hospital of Fudan University for supporting this project。
文摘Objectives A systematic review and network meta-analysis was conducted to evaluate the effectiveness of different childbirth positions in reducing the duration of the second stage of labor,providing evidence-based insights for obstetric institutions to guide interventions related to childbirth positions.Methods A comprehensive literature search was conducted in databases,including PubMed,Web of Science,the Cochrane Library,Embase,Wanfang Databases,China National Knowledge Infrastructure Databases(CNKI),China Science and Technology Journal Database(CSTJ),and China Biology Medicine disc(CBMdisc)to identify studies on the effectiveness of different childbirth positions in reducing the duration of the second stage of labor.The search included randomized controlled trials published from database inception to September 30,2024.The Cochrane risk-of-bias tool was used to assess the quality of the studies.Two independent reviewers screened the literature,extracted data,and evaluated study quality.Subsequently,a network meta-analysis was performed using STATA software.The study protocol has been registered in PROSPERO(CRD42023428217).Results This study analyzed data from 25 randomized controlled trials involving 9,844 women.The findings indicated that in comparison to lithotomy position,free position(MD=20.53,95%CI[11.38,29.68])and upright position(MD=−24.13,95%CI[−42.94,-5.32])were found to be superior in reducing the duration of the second stage of labor.Free position outperformed kneeling position(MD=21.48,95%CI[4.67,38.28])and squatting position(MD=23.43,95%CI[1.88,44.97]);upright position was superior to kneeling position(MD=−25.08,95%CI[−46.93,−3.22]);semirecumbent position surpassed squatting position(MD=19.71,95%CI[2.05,37.38]);and upright position was also superior to squatting position(MD=−27.03,95%CI[−51.48,−2.57]).According to the surface under the cumulative ranking curve(SUCRA),the upright position emerged as the most effective for reducing the duration of the second stage of labor(87.4%),followed by free position(81.1%),semirecumbent position(70.0%),and lateral position(62.3%).Conclusion These findings offer valuable insights for midwifery practice and help inform future research directions.Considering the limitations of this review,more larger-scale,multicenter randomized controlled trials are warranted to further evaluate the relative effectiveness of different childbirth positions in reducing the duration of the second stage of labor.
基金supported by the Association Foundation Program of the Yunnan Provincial Science and Technology Department and Kunming Medical University(No.202401AY070001-176 and 202401AY070001-180)the Xing Dian Talent Support Plan(to ZC),the Yunnan Province “the 14th Five-Year Plan”Provincial Key Clinical Specialty Construction Project(Traumatology Surgery)the Yunnan University Medical Research Foundation(No.YDYXJJ2024-0029,YDYXJJ2024-0040 and YDYXJJ2024-0017)。
文摘Background:A growing body of research is exploring the role of antioxidant and anti-inflammatory dietary supplements in the treatment of osteoarthritis,highlighting an increasing emphasis on nonpharmacological interventions.Although more patients are turning to supplements to manage osteoarthritis,their actual effectiveness remains uncertain.Objective:This study aims to provide a comprehensive evaluation of the available evidence concerning the efficacy of various dietary supplements in osteoarthritis treatment.Search strategy:We searched PubMed,Embase,Cochrane Library and Web of Science for studies on the use of various dietary supplements in the treatment of osteoarthritis from the creation of each database until Jan 20,2025.Inclusion criteria:(1)Research object:osteoarthritis.(2)Intervention measures:patients in the treatment group received dietary supplements,while the control group received placebos.(3)Research type:randomized controlled trials(RCTs).Data extraction and analysis:Two researchers independently examined the literature and retrieved data based on predefined criteria.The information gathered included the first author,year of publication,sample size,participant demographics,length of the follow-up period,intervention and control measures,and inclusion indications.RCTs comparing dietary supplements to placebo with the pain and function subscales of the Western Ontario and McMaster Universities Osteoarthritis Index(WOMAC)among patients with osteoarthritis were included.The optimal dietary supplement was identified based on the total ranking by summing the surface under the cumulative ranking curve(SUCRA)of these two scores.Furthermore,the Grading of Recommendations Assessment,Development,and Evaluation(GRADE)was used to confirm the quality of the evidence.Results:Overall,23 studies covering 21 dietary supplements and involving 2455 participants met the inclusion criteria.In the WOMAC pain score,the SUCRA of passion fruit peel extract was 91%(mean difference[MD]:–9.2;95%confidence interval[CI]:[–16.0,–2.3]),followed by methylsulfonylmethane(89%),undenatured type II collagen(87%),collagen(84%),and Lanconone(82%).The SUCRA(99%)of passion fruit peel extract(MD:–41.0;95%CI:[–66.0,–16.0])ranked first in terms of the WOMAC function score,followed by Lanconone(95%),collagen(86%),ParActin(84%),and Lactobacillus casei strain Shirota(83%).The top three total rankings are passion fruit peel extract(95.0%),Lanconone(88.5%),and collagen(85.0%).However,the GRADE revealed low evidence quality.Conclusion:Passion fruit peel extract was the best supplement for improving WOMAC pain and function scores in patients with osteoarthritis,followed by Lanconone and collagen.However,further large-scale,well designed RCTs are required to substantiate these promising findings.
基金Supported by Natural Science Foundation of Chongqing(No.CSTB2024NSCQ-MSX0900No.CSTB2023NSCQ-MSX0593).
文摘AIM:To assess and rank the efficacy of various nonsteroidal anti-inflammatory drugs(NSAIDs)in preventing postoperative macular edema(PME)after cataract surgery.METHODS:A comprehensive search was conducted across PubMed,Embase,Cochrane Library,and Web of Science databases.Randomized controlled trials(RCTs)comparing different NSAIDs and control treatments for the prevention of PME were included.Data from the studies were synthesized using the“gemtc”package in R.Risk of bias was assessed with the Cochrane RoB 2 tool,and heterogeneity was evaluated using the global I2 statistic.Surface under the cumulative ranking curve(SUCRA)values were calculated for each treatment.RESULTS:Of 132 identified records,9 RCTs met the inclusion criteria.The Network Meta-analysis indicated that nepafenac had the highest efficacy in preventing PME,followed by artificial tear substitute,ketorolac,diclofenac,and bromfenac.The league table comparisons and rankograms corroborated these findings,with nepafenac consistently ranking highest.Heterogeneity analysis yielded high I2 values,indicating substantial variability across studies.CONCLUSION:This Network Meta-analysis suggests that nepafenac is the most effective NSAID for preventing PME following cataract surgery.Given the substantial heterogeneity observed,further high-quality RCTs are required to confirm these findings and explore the sources of variability.Clinicians should consider these results when selecting NSAIDs for PME prophylaxis in cataract surgery patients.
