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        find Keyword "Network meta-analysis" 108 results
        • Effect of different nutrient interventions on physical function of elderly with frailty: a network meta-analysis

          Objective To systematically review the effect of different nutrient interventions on the physical function of elderly people with frailty through network meta-analysis. Methods The PubMed, Cochrane Library, EMbase and Web of Science were electronically searched to collect randomized controlled trials of different nutrient interventions on physical function of the elderly with frailty, from database inception to June 30, 2022. Two reviewers independently screened the literature, extracted data, and assessed the risk of bias of the included studies. Network meta-analysis was then performed using ADDIS 1.16.8, GeMTC 14.3, and Stata 15.0 software. Results A total of 13 studies involving 1 144 patients were included. There was no statistically significant difference in handgrip strength, time up to go test, gait speed, and short physical performance battery (SPPB) among different nutrient interventions. Significant differences were not found in vitamin D+ whey protein (VDWP) vs. placebo and Leu vs. placebo in handgrip strength, or VDWP vs. placebo in SPPB. The probability ranking diagram showed that the most effective of handgrip strength, time up to go test, gait speed, and SPPB were milk protein concentrate (MPC80), L-carnitime (L-Car), leucine (Leu), and MPC80, respectively. Conclusion The current evidence suggests that nutritional intervention did not significantly improve physical function in the frail elderly. MPC80, Leu, L-Car, and VDVEWP may play a role in improving the physical function of frail elderly people. Nutritional support programs that increase the above nutrients, combined with exercise training may become a better way to improve the physical function of frail elderly.

          Release date:2023-03-16 01:05 Export PDF Favorites Scan
        • Efficacy and safety of SGLT2 inhibitors for heart failure: a network meta-analysis

          Objective To systematically review the efficacy and safety of different SGLT2 inhibitors in the treatment of heart failure. Methods The Cochrane Library, Web of Science, PubMed and EMbase databases were searched for randomized controlled trials on the efficacy and safety of SGLT2 inhibitors in patients with heart failure from inception to July 2, 2021. Two researchers independently screened literature, extracted data and evaluated the risk of bias of the included studies. Network meta-analysis was then performed using Stata 16.0 software. Results A total of 16 randomized controlled trials, including 15 312 patients, involving 5 interventions, namely dapagliflozin, empagliflozin, canagliflozin, sotagliflozin and ertugliflozin were included. Results of network meta-analysis showed that there was no significant difference in the compound outcome of hospitalization for heart failure or cardiovascular death, hospitalization for heart failure, all-cause mortality, risk of cardiovascular mortality and serious adverse reactions among patients with heart failure among 5 different SGLT2 inhibitors (P>0.05). Compared with placebo, both selective and non-selective SGLT2 inhibitors improved the risk of hospitalization for heart failure, hospitalization for heart failure, or compound cardiovascular mortality (P<0.05), while only selective SGLT2 inhibitors improved the risk of cardiovascular mortality, all-cause mortality, and serious adverse events (P<0.05). However, there was no significant difference between them (P>0.05). The area under the cumulative ordering probability curve of selective and non-selective SGLT2 inhibitors ranked first and second, except for the combined outcome of heart failure or cardiovascular death. Conclusion The current evidence indicates that there is no significant difference in the efficacy and safety of the 5 different SGLT2 inhibitors in the treatment of heart failure, and there is no significant difference between selective SGLT2 inhibitors and non-selective SGLT2 inhibitors. Due to the limited quantity and quality of included studies, more high-quality studies are needed to verify the above conclusion.

          Release date:2022-03-29 02:59 Export PDF Favorites Scan
        • Accuracy of screening tools for sarcopenia in the elderly in community: a network meta-analysis

          ObjectiveTo evaluate the diagnostic performance of different screening tools for sarcopenia in the community for the elderly with sarcopenia, and to provide evidence-based support for the accurate screening of elderly patients with sarcopenia. MethodsThe PubMed, Web of Science, Cochrane Library, Embase, CINAHL, VIP, CBM, and WanFang Data databases were searched by computer, and the relevant research on the diagnosis of sarcopenia in the elderly by publicly published risk screening tools was found. The retrieval time was from inception to June 2023. Two researchers independently screened the literature, extracted data, and evaluated the quality of the included studies, and then data analysis was performed by using Stata 15.1 and Meta Disc 1.4 software. ResultsA total of 24 studies were included, including 10 961 patients, involving 8 risk screening tools for sarcopenia in the elderly: leg circumference, MSRA-5, MSRA-7, upper arm circumference, ring test, Ishii score, SARC-CalF and SARC-F. Meta-analysis showed that the combined sensitivities of eight screening tools were 0.84 (95% CI 0.61 to 1.15), 0.82 (95% CI 0.48 to 1.38), 0.80 (95% CI 0.47 to 1.36) and 0.72 (95%CI 0.33 to 1.55), 0.67 (95%CI 0.37 to 1.21), 0.63 (95%CI 0.33 to 1.19), 0.49 (95%CI 0.38 to 0.63), 0.24 (95%CI 0.18 to 0.30), and the combined specificities were 0.39 (95%CI 0.18 to 0.82)、0.52 (95%CI 0.29 to 0.93)、0.54 (95%CI 0.29 to 1.03)、0.62 (95%CI 0.49 to 0.79)、0.63 (95%CI 0.50 to 0.78).The results of reticular meta-analysis showed that the surface under the cumulative ranking curve (SUCRA) of the eight screening tools ranked from high to low according to the cumulative sensitivity: calf circumference (67.4%) > MSRA-5 (65.3%) > MSRA-7 (64.1%) > upper arm circumference (54.5%) > ring test (46.5%) > Ishii score. The values of specificity SUCRA from highest to lowest were as follows: SARC-F (72.2%) > SARC-CALF (71.3%) > Ishii score (60.2%) > ring test (57.1%) > upper arm circumference (40.1%) > lower leg circumference (36.2%) > MSRA-5. ConclusionThe simple screening tool for common sarcopenia has high sensitivity and high specificity, so medical staff can give priority to the combination of the two screening tools, namely SARC-CalF. Due to the limited quantity and quality of the included studies, more high-quality studies are needed to verify the above conclusion.

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        • Non-pharmacological interventions to reduce fear of childbirth: a network meta-analysis

          ObjectiveTo systematically review the efficacy of non-pharmacological interventions to reduce fear of childbirth. MethodsThe Cochrane Library, PubMed, EMbase, Web of Science, CNKI, WanFang Data, VIP, and CBM databases were electronically searched to collect randomized controlled trials (RCTs) of the efficacy of non-pharmacological interventions to reduce fear of childbirth from inception to December 2021. Two reviewers independently screened the literature, extracted data, and assessed the risk of bias of the included studies; then, a network meta-analysis was performed using Stata 15.0 software. ResultsA total of 19 RCTs involving 3 409 patients were included. Ten non-pharmacological interventions (prenatal education, scenario-based health education, psychological guidance, yoga training, hypnosis, mobile learning education, cognitive behavioral therapy, physical relaxation guidance, breathing guidance, and usual care) were included. The results of the reticulated meta-analysis of the Wijma Delivery Expectancy Questionnaire (W-DEQ-A) showed that the rankings of the interventions were as follows: prenatal education > yoga training > cognitive behavioral therapy > situational simulation health education > psychological guidance > physical relaxation guidance > conventional care. The results of the Wijma Experience of Childbirth Questionnaire (W-DEQ-B) mesh meta-analysis showed that the rankings of the interventions were as follows: mobile learning education > prenatal education > scenario-based health education > cognitive behavioral therapy > breathing instruction > hypnosis > psychological instruction > physical relaxation instruction > usual care. ConclusionThe current evidence suggests that prenatal education, mobile learning education, situational simulation health education, and yoga training may be effective interventions in improving maternal fear of childbirth. Due to the limited quality and quantity of the included studies, more high-quality studies are needed to verify the above conclusion.

          Release date:2023-01-16 02:58 Export PDF Favorites Scan
        • Application of bnma package of R software in Bayesian network meta-analysis

          The "bnma" package is a Bayesian network meta-analysis software package developed based on the R programming language. The network meta-analysis was performed utilizing JAGS software, which yielded relevant results and visual graphs. Moreover, this software package provides support for various data structures and types, while also providing the advantages of flexible utilization, user-friendly operation, and deliver of rich and accurate outcomes. In this paper, using a network meta-analysis example of different therapies for androgenetic alopecia, the operational process of conducting network meta-analysis using the "bnma" package is briefly introduced.

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        • Resistance exercise on lower limb muscle strength and functional status enhancement in aging: a network meta-analysis

          ObjectiveTo systematically review the dose-effect relationship between resistance exercise intervention and lower extremity muscle strength and function enhancement in the aging. MethodsEBSCO, PubMed, Web of Science, CNKI, VIP, and WanFang Data databases were electronically searched to collect randomized controlled trials (RCTs) on the effects of resistance exercise on muscle strength and function of the lower extremities in older adults from inception to July 2022. Two reviewers independently screened literature, extracted data and assessed the risk of bias of the included studies. A network meta-analysis was then performed by using RevMan 5.4 and Stata 15.0 software. ResultsA total of 32 RCTs with a total sample size of 1 594 individuals were included. The results of network meta-analysis showed that the elements of resistance exercise prescription: intensity 50%-70% 1RM, period 8-12 weeks, frequency 3-4 times/week, duration 30-45 min, and intervals 1.1-2 min were superior to other doses. ConclusionThe optimal dose of resistance exercise for improving lower extremity muscle strength and function in older adults is moderate exercise intensity (50%-70% 1RM) for 8-12 weeks, 3-4 times per week, 30-45 min per exercise, and 1.1-2 min interval between sets.

          Release date:2024-01-30 11:15 Export PDF Favorites Scan
        • The surgical strategies of benign prostatic hyperplasia with large size prostate: a systematic review and network meta-analysis

          ObjectivesThe present network meta-analysis was conducted to evaluate the potential efficacy and safety of various surgical approaches in the treatment of benign prostatic hyperplasia with enlarged prostate.MethodsPubMed, EMbase, The Cochrane Library, Clinicaltrials.gov and CNKI databases were electronically searched to identify eligible studies. Two reviewers independently screened literature, extracted data and evaluated risk of bias and the ADDIS 1.16.8 software was used to conduct meta-analysis.ResultsA total of 23 studies involving 2 849 patients with 5 approaches including open prostatectomy (OP), holmium laser enucleation of the prostate (HoLEP), plasmakinetic/bipolar plasmakinetic enucleation of the prostate (PK/BPEP), transurethral vaporization of the prostate (TUVP), and laparoscopic prostatectomy (LSP) were included. HoLEP, PK/BPEP and OP were superior to the other methods in improving the objective indicators and subjective feelings of patients during both short and medium-term follow-up. However, compared with OP, HoLEP and PK/BPEP were observed to result in a significantly lower hemoglobin level (MD=1.65, 95%CI 0.35 to 4.41; MD=2.62, 95%CI 0.64 to 2.90), longer postoperative irrigation time (MD=4.67, 95%CI 1.29 to 10.66; MD=2.67, 95%CI 1.32 to 6.63), as well as indwelling catheter after operation (MD=1.64, 95%CI 0.48 to 4.15; MD=2.52, 95%CI 0.60 to 3.78). In terms of short-term complications, PK/BPEP (RR=0.45, 95%CI 0.13 to 1.29) was found to be significantly lower than that of OP.ConclusionsHoLEP and PK/BPEP can be probably used as a superior treatment option for large volume benign prostatic hyperplasia because of its better curative effect, higher safety and quick postoperative recovery.

          Release date:2021-01-26 04:48 Export PDF Favorites Scan
        • Thromboembolic risk of JAK inhibitors in patients with autoimmune diseases:a network meta-analysis

          ObjectiveTo systematically review the thromboembolic risk of Janus Kinase (JAK) inhibitors. MethodsWe searched PubMed, Embase, Cochrane Library, and Web of Science databases from inception to March 2025. Quality was assessed using Cochrane Risk of Bias-2. Stata 15 software was used for network meta-analysis. ResultsA total of 68 randomized controlled trials with a sample size of 39 059 were included. Findings did not show a significant difference between JAK inhibitors and placebo, methotrexate, tumor necrosis factor -α inhibitor, apremilast, otilimab in the risk of thromboembolism. ConclusionJAK inhibitors do not increase thromboembolism risk. To clarify the long-term safety of JAK inhibitors, future large-scale real-world studies with long-term follow-up are needed, especially in patients at risk of thromboembolism.

          Release date:2025-10-15 09:15 Export PDF Favorites Scan
        • Efficacy of Chinese medicine injection for treating heart failure: a network meta-analysis

          ObjectiveTo systematically review the efficacy of Chinese medicine injection (CMI) for treating heart failure (HF).MethodsCNKI, WanFang Data, VIP, The Cochrane Library, PubMed, and EMbase databases were electronically searched from inception to January 2021 to identify randomized controlled trials (RCTs) on CMI for treating HF. Two reviewers independently screened literature, extracted data, and evaluated the risk of bias of included studies. Network meta-analysis was then performed by RevMan 5.2 software and Stata 16.0 software.ResultsA total of 47 studies were included involving 4 902 patients and 5 types of CMIs, including Shenmai, Shenfu, Yiqi Fumai (lyophilized), Shengmai, and Danhong injections. The results of network meta-analysis showed that the efficacy of combined CMIs was superior to conventional Western medicine alone. For the main efficacy, Shenmai, Shengmai, and Shenfu injections had significant advantages in improving the total clinical effectiveness. Shengmai, Shenmai, and Yiqi Fumai (lyophilized) injections were significantly more effective for reducing NT pro-BNP levels than other injections. Shenfu and Shengmai injections were significantly more effective for reducing BNP levels than other injections. Shenmai, Danhong and Shengmai injections were significantly more effective for improving the left ventricular ejection fraction than the other injections. These CMIs showed similar advantages for secondary efficacy indicators as for main efficacy indicators.ConclusionsThe combined 5 types of CMIs for treating HF can improve the clinical efficacy when compared with conventional Western medicine treatment. Shenmai injection, Yiqi Fumai injection (lyophilized), and Shengmai injection, which is part of Sheng Mai San, have clear advantages in terms of the overall curative effect or on individual indices.

          Release date:2021-10-20 05:01 Export PDF Favorites Scan
        • Corticosteroid and antiviral agents for idiopathic facial nerve paralysis: a network meta-analysis

          ObjectivesTo assess the efficacy and safety of corticosteroid and antiviral agents for idiopathic facial nerve paralysis (IFNP) by network meta-analysis.MethodsPubMed, EMbase, The Cochrane Library, CBM, CNKI, WangFang Data and VIP databases were electronically searched to collect randomized controlled trials (RCTs) of corticosteroid and antiviral agents for IFNP from inception to January 31th, 2018. Two reviewers independently screened literature, extracted data and assessed the risk of bias of included studies. The meta-analysis was performed by R 3.3.3 and Stata 13.0 software.ResultsA total of 16 RCTs involving 3 061 patients were included. The results of network meta-analysis showed that: for the facial function recovery rates, corticosteroid plus antiviral agents was superior to placebo and antiviral agents alone at 3-month follow-up. Corticosteroid plus antiviral agents was superior to placebo, antiviral agents or corticosteroid alone at 6-month follow-up (if the satisfactory recovery was defined as a House-Brackmann grade class Ⅱ or below). When the follow-up exceeded 6 months, corticosteroid alone was superior to placebo and antiviral agents alone, corticosteroid plus antiviral agents was superior to placebo and antiviral agents alone. All of the differences above were statistically significant. For the sequelae, corticosteroid plus antiviral agents and corticosteroid alone were superior to placebo and antiviral agents alone. Corticosteroid plus antiviral agents was superior to corticosteroid alone. The differences were statistically significant. For the adverse events, there were no significant differences between any other pairwise comparisons of these different interventions.ConclusionConsidering the efficacy and safety, patients with IFNP treated corticosteroid plus antiviral agents are more likely to have a better recovery of facial function and less likely to develop sequelae, followed by corticosteroid alone. More high-quality, large scaled and multicenter RCTs are required to verify the conclusions above, and focus on the treatment of children and patients with severe facial paralysis.

          Release date:2018-06-20 02:05 Export PDF Favorites Scan
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