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        find Keyword "randomization" 74 results
        • Causal association between venous thromboembolism and cardiovascular disease risks: a two-sample bidirectional Mendelian randomization study

          ObjectiveTo explore the causal association between venous thromboembolism (VTE) and cardiovascular disease (CVD) risks using a two-sample bidirectional Mendelian randomization (MR) study. MethodsThe single-nucleotide polymorphism (SNP) data associated with VTE and CVD from genome-wide association studies were obtained as instrumental variables. Inverse variance weighted (IVW) was used as the main MR method and other methods were used as supplementary methods. Cochran's Q test, the intercept term of MR-Egger, and MR-PRESSO were used to assess pleiotropy and heterogeneity to ensure the robustness of the results. ResultsThe IVW method suggested a causal association between VTE and atrial fibrillation (OR=1.033, 95%CI 1.009 to 1.058, P=0.008), but no association was identified between VTE and coronary artery disease (OR=0.994, 95%CI 0.974 to 1.023, P = 0.551), heart failure (OR=1.021, 95%CI 0.992 to 1.050, P=0.159) and myocardial infarction (OR=1.012, 95%CI 0.971 to 1.055, P=0.568). The results of Cochran's Q test showed that there was no heterogeneity in the MR analyses of VTE and CVD. The MR-Egger intercept analysis and the MR-PRESSO global testing did not detect potential horizontal pleiotropy, and the results were robust. Reverse MR analysis was used to verify the presence of reverse causal associations. The reverse MR analysis demonstrated that reverse causal associations between VTE and CVD were not evidenced. ConclusionThe results of the MR study demonstrated a causal association between VTE and atrial fibrillation, but not with coronary artery disease, heart failure or myocardial infarction.

          Release date:2025-07-10 03:48 Export PDF Favorites Scan
        • The Balance Comparison Among Simple Randomization, Stratified Blocked Randomization and Minimization

          Objective To compare the balance of simple randomization, stratified blocked randomization and minimization. Methods Monte Carlo technique was employed to simulate the treatment allocation of simple randomization, stratified blocked randomization and minimization respectively, then the balance of treatment allocation in each group and the balance for every prognostic factor were compared. Results The simulation demonstrated that minimization provides the best performance to ensure balance in the number of patients between groups and prognostic factors. Balance in prognostic factors achieved with stratified blocked randomization was similar to that achieved with simple randomization. Conclusion Minimization offers the best balance in the number of patients and prognostic factors between groups.

          Release date:2016-09-07 02:18 Export PDF Favorites Scan
        • Causal relationship between female reproductive behavior and rheumatoid arthritis: a Mendelian randomization study

          ObjectiveTo investigate the potential causal relationship between four types of reproductive behaviors and rheumatoid arthritis (RA), with the goal of establishing a theoretical foundation for clinical prevention and treatment strategies. MethodsPooled gene-wide association study (GWAS) data were obtained from large publicly searchable databases. Four characteristics like menarche, menopause, the age of first pregnancy and the age of last pregnancy, which related to reproductive behavior were selected as the exposure factors and RA as the outcome factors. Single nucleotide polymorphisms (SNPs), which were strongly correlated with the phenotype of the exposure factors, were screened as the instrumental variables, and two-sample Mendelian randomization analyses were used to assess the potential causal relationship between the exposure and the disease. Results① The Mendelian randomization analysis utilizing the inverse variance weighted method on two distinct samples revealed a significant negative correlation between the age of first pregnancy and last pregnancy with the risk of RA (OR=0.91, 95%CI 0.85 to 0.98, P=0.011; OR=0.54, 95%CI 0.31 to 0.93, P=0.026). Conversely, no causal relationship was observed between menarche and menopause with RA. Sensitivity analysis confirmed the robustness of the causal relationship, while MR Egger intercept analysis did not identify any potential horizontal pleiotropy (Page of first gestation -RA=0.169, Page of last gestation -RA=0.283). ② Reverse Mendelian randomization analysis revealed a significant positive causal association between RA and the age of first pregnancy, while no causal relationship was observed with the age of last pregnancy (OR=1.07, 95%CI 1.02 to 1.11, P=0.001). ③ Multivariate Mendelian randomization analysis demonstrated that both the age of first pregnancy and last pregnancy in women were inversely associated with the risk of RA (OR=0.88, 95%CI 0.80 to 0.97, P=0.010; OR=0.68, 95%CI 0.48 to 0.97, P=0.033). ④ There existed a negative correlation between the age of pregnancy in women and the risk of developing RA, suggesting a potential protective effect. ConclusionPregnancy age may have a negative causal relationship with the risk of RA, while menarche and menopause have no causal relationship with RA.

          Release date:2024-11-12 03:38 Export PDF Favorites Scan
        • Sunscreen/ultraviolet protection and non-Hodgkin lymphoma: a Mendelian randomization study

          Objective To analyze the potential causal relationship between sunscreen/ultraviolet protection and the risk of non-Hodgkin lymphoma using a two sample Mendelian randomization (MR) study method. Methods The summary data of genome-wide association study was used to select three types of non-Hodgkin lymphoma, namely diffuse large B-cell lymphoma (DLBCL), follicular lymphoma, T/NK cell lymphoma, and sunscreen/ultraviolet protection highly correlated genetic loci, namely single nucleotide polymorphism (SNP), as instrumental variables. The reverse variance weighting method was used as the main method for MR analysis, MR Egger and MR-PRESO were used to detect level pleiotropy, and leave-one-out method was used for sensitivity analysis to ensure the robustness of the results. Results A total of 132 SNPs were included in the analysis. The results of the inverse variance weighted analysis showed that sunscreen/ultraviolet protection increased the incidence of DLBCL [odds ratio=2.439, 95% confidence interval (1.109, 5.362), P=0.027]. The heterogeneity test results showed that there was no heterogeneity in the causal relationship between sunscreen/ultraviolet protection and DLBCL (P>0.05). The results of the horizontal pleiotropy test showed that SNP did not exhibit horizontal pleiotropy (P>0.05). The leave-one-out method showed that no SNP with a significant impact on the results was found. There was no causal relationship between sunscreen/ultraviolet protection and follicular lymphoma and T/NK cell lymphoma. Conclusion There is a positive causal relationship between sunscreen/ultraviolet protection and the incidence of DLBCL.

          Release date:2025-05-26 04:29 Export PDF Favorites Scan
        • Causal effects of insulin resistance on chronic airway inflammatory diseases: a two-sample Mendelian randomization study

          ObjectiveExploring the potential causal effects and directions of insulin resistance (IR) and chronic airway inflammatory diseases, including asthma and chronic obstructive pulmonary disease (COPD), through two sample Mendelian randomization (MR). MethodsA total of 53 validated single nucleotide polymorphisms (SNPs) associated with IR were selected as instrumental variables. The inverse variance-weighted (IVW) method was used to model the causal association, and sensitivity analyses through leave-one-out analysis and pleiotropy testing were conducted to assess the relationship between IR and asthma and COPD. ResultsMR analysis revealed no significant causal effect of IR on asthma (IVW: OR=1.067, 95%CI 0.871 to 1.306, P=0.531) or COPD (IVW: OR=0.906, 95%CI 0.686 to 1.196, P=0.557). The results were consistent across sensitivity analyses and multiple pleiotropy tests, with no evidence of horizontal pleiotropy detected. ConclusionNo causal association was found between IR and the development of asthma or COPD. The relationship between these conditions may be influenced indirectly through complex interactions between metabolic and inflammatory pathways affecting disease progression.

          Release date:2025-06-16 05:31 Export PDF Favorites Scan
        • Causal association between cervical vertebra related disorders and essential hypertension: a bidirectional two-sample Mendelian randomization study

          ObjectiveTo assess the causal relationship between cervical vertebra related disorders and essential hypertension using a bidirectional two-sample Mendelian randomization study approach. MethodsThe research data comes from the genome-wide association study dataset. Four types of cervical vertebra related disorders: cervicalgia, cervical disc disorders, cervical root disorders, injury of nerves and spinal cord at neck level, as well as data on essential hypertension, were selected for the study. Relevant single nucleotide polymorphisms were selected as instrumental variables to assess the causal relationship between cervical vertebra related disorders and essential hypertension mainly by inverse variance weighted model ratio. Cochran's Q test was used to detect heterogeneity, MR-Egger intercept term and MR-PRESSO was used to detect multiplicity, and leave-one-out method was used for sensitivity analysis. ResultsCervicalgia had a positive causal relationship with the essential hypertension (OR=1.01, 95%CI 1.00 to1.02, P=0.019). Essential hypertension had a positive causal relationship with the cervical disc disorders (OR=4.08, 95%CI 1.57 to10.61, P=0.004). There was no significant causal relationship between cervical root disorders, injury of nerves and spinal cord at neck level and essential hypertension. Reliability assessment indicates that the study results were reliable. ConclusionCervicalgia is a risk factor for essential hypertension; Essential hypertension is a risk factor for cervical disc lesions; There is no correlation between cervical root disorders, injury of nerves and spinal cord at neck level and essential hypertension.

          Release date:2024-09-11 02:02 Export PDF Favorites Scan
        • Multi-center randomized double-blinded controlled clinical t ri al on local anesthetic efficacy of scndonest 2% special and its safety

          Objective To assess efficacy of mepivacaine on local anesthesia in dentistry and oral surgery and its safety. Methods Parallel group, stratified randomization, double blinded, muti-center clinical trial was designed. Two percent lidocaine with adrenaline in same cartridge was as control. Healthy patients with deep decay, pulpitis needed operative dentistry, or indication for extraction of the teeth, which located in the maxilla or front part of the mandible were included. Results Except 17 cases, 127 patients fulfilled inclusion criteria: 66 in treatment group and 61 in control group, dental filling for 60 and extraction for 67 cases, male 55 and female 72, average at 38.84 + 12.06 years. Submucous infiltration of 1.5 ml mepivacaine at labial or buccal side of the alveolar process produced onset of anesthesia in the median of 60 seconds which was same as that of lidocaine, anesthesia duration for 146.7 minutes with the median of 125 minutes, permitting painless filling or extractions. In the treatment group 81.82% freed of pain, while 15.15% had slight pain but received no extra local anesthetic for implementation of the treatment procedures, making the successful rate of 96.97%. In the mepivacaine group, 13.64% of the cases had transient elevation of the systolic pressure to the level of 145-162 mmHg, 8.33% diastolic pressure to the level of 91-93 mmHg. Only one case had transient palpitation in half minute after one minute injection of the drug with no medical care needed. All the cardiovascular reactions might result from adrenaline containing in the injections. Conclusion Mepivacaine is an effective, safe and reliable anesthetic agent for dentistry and oral surgery.

          Release date:2016-08-25 03:17 Export PDF Favorites Scan
        • Causal association between immune cells and atherosclerosis: a Mendelian randomization study

          Objective To investigate the potential causal associations between 731 immune cell traits and atherosclerosis by Mendelian randomization (MR) analysis. Methods Using single nucleotide polymorphisms (SNPs) as instrumental variables, genome-wide association study (GWAS) summary statistics (GCST90001391 to GCST90002121) for 731 immune cell traits were obtained from the GWAS Catalog database, and the atherosclerosis dataset (finn-b-I9_CORATHER) was retrieved from the IEU database for MR analysis. The inverse variance weighted method, MR-Egger regression, weighted median, simple mode, and weighted mode approaches were employed to estimate the causal effects between the 731 immune cell traits and atherosclerosis, using odds ratio (OR) with 95% confidence interval (CI) as the effect size. Cochran Q test was used to assess heterogeneity. Horizontal pleiotropy was evaluated using the MR-Egger intercept test and the MR-PRESSO method. Leave-one-out analysis was conducted to examine the sensitivity of the causal estimates to individual SNPs. Results MR analysis revealed potential causal associations between 24 immune cell traits and atherosclerosis (P<0.05). Among them, human leucocyte antigen (HLA)-DR on plasmacytoid dendritic cells (DC) [OR=1.035, 95%CI (1.016, 1.054), P<0.001] and hematopoietic stem cell absolute count (HSCAC) [OR=1.049, 95%CI (1.021, 1.077), P<0.001] showed significant positive causal associations with atherosclerosis (P≤0.001), whereas CD86 on CD62L+ myeloid DC [OR=0.953, 95%CI (0.926, 0.981), P=0.001] exhibited a significant negative causal association with atherosclerosis (P≤0.001). The results of Cochran Q test, MR-Egger regression, and MR-PRESSO indicated P-values>0.05, suggesting no evidence of heterogeneity or horizontal pleiotropy in the causal estimates for these three immune cell traits. Reverse MR analysis, using the 24 immune cell traits as outcome variables, showed no evidence of causal association (P>0.05), supporting a unidirectional causal relationship from immune cells to atherosclerosis. Conclusion HLA-DR on plasmacytoid DC and HSCAC may serve as risk factors for atherosclerosis, while CD86 on CD62L+ myeloid DC may play a protective role against atherosclerosis.

          Release date:2025-08-26 09:30 Export PDF Favorites Scan
        • Causal relationship between serum mineral and vitamin levels and male infertility: a two-sample Mendelian randomization study

          Objective To employ Mendelian randomization (MR) to assess the potential causal relationship between 15 micronutrients in serum and male infertility, so as to provide a scientific basis for the etiological prevention of male infertility. Methods Male infertility was taken as the outcome variable, and 15 serum micronutrients was regarded as the potential influencing factors. A two-sample MR analysis was conducted using genome-wide association study with the European population. Multivariable MR analysis was employed to explore the independent effects of potential micronutrients on male infertility. Results A total of 198 single nucleotide polymorphisms across 15 groups were included as instrumental variables to assess the causal association between micronutrients and male infertility. Univariate analysis showed that increased serum iron levels were positively causally associated with a higher risk of male infertility (odds ratio=2.917, P=0.015). Besides, multivariate MR analysis suggested that this positive causal relationship between iron and male infertility remains significant (odds ratio=3.253, P=0.029). Meanwhile, this study found a negative association between elevated vitamin D levels and the risk of male infertility (odds ratio=0.403, P=0.020).Conclusion Elevated serum iron levels and increased vitamin D levels are associated with significant positive and negative causal effects on male infertility, respectively.

          Release date:2025-12-26 02:31 Export PDF Favorites Scan
        • Causal relationship between oral microbiota and gastrointestinal ulcers: a two-sample Mendelian randomization study

          Objective To investigate the potential causal relationship between specific oral microbiota and peptic ulcer disease (PUD) using a Mendelian randomization (MR) approach. Methods The genome-wide association study (GWAS) data from East Asian populations was utilized to perform a two-sample MR analysis to determine the causal relationship between oral microbiota and PUD. The MR analysis was primarily conducted using the inverse-variance weighted (IVW) method, supplemented by MR-Egger and weighted median methods. Heterogeneity and pleiotropy were assessed, and the leave-one-out method was employed to evaluate the stability of the MR results. Results There was a complex association between specific bacterial genera of the oral microbiota and PUD. Prevotella was found to potentially promote duodenal ulcers while exerting a protective effect against gastric ulcers. Campylobacter and Streptococcus demonstrated differing effects on gastric and duodenal ulcers. Furthermore, Fusobacterium and Haemophilus_A were positively associated with peptic ulcers, suggesting an increased risk of gastroduodenal ulcer development. Conclusion This study explores the causal relationship between oral microbiota and PUD, providing new insights into the prevention and treatment of PUD mediated by oral microbiota.

          Release date:2025-07-10 03:48 Export PDF Favorites Scan
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          2. 射丝袜