PeerJ · 2025
Association of circulating branched-chain amino acids with risk of pre-diabetes: a systematic review and meta-analysis.
СтатьяМетаанализСистематический обзорНазвание и аннотация: Перевод пока не подготовлен
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Wang Yu, Xiao Jiang-Hong, Zhang Xi-Mei, Wang Wen-Xiao, Zhang Qiao, Tang Yu-Ping, Yue Shi-Jun
Аннотация
OBJECTIVE: Recent investigations have looked at the systemic concentrations of branched-chain amino acids (BCAA), which they consider prospective indicators for health conditions and the likelihood of chronic diseases. To elucidate the equivocal link between systemic BCAA concentrations and prediabetes, our study undertook a meta-analytical investigation.
MATERIALS AND METHODS: Electronic databases were comprehensively searched in April 2024, and the study quality evaluation relied on the Newcastle-Ottawa Scale (NOS). The I 2 statistic was used for heterogeneity assessment, and data analysis relied on Review Manager 5.4 and Stata 12.0. Standard mean difference (SMD) was used as the effect size to account for varying units of measurement across the included studies. Sensitivity assessment was instituted to evaluate result tenacity, and subgroup examinations were concomitantly carried out, with funnel plots, Egger's regression analysis, and Begg's rank-correlation methodology deployed to discern publication bias. PROSPERO registration (CRD42024572760) validates this review's protocol compliance.
RESULTS: Meta-analysis was conducted on 15 studies that involved 3,849 participants. Most individuals were over 40 years old. The prediabetes (PreDM) group exhibited significantly elevated levels of valine (Val) (SMD = 0.29; 95% confidence interval (CI) [0.14-0.45]; P = 0.0002), leucine (Leu) (SMD = 0.34; 95% CI [0.18-0.49]; P < 0.0001), and isoleucine (Ile) (SMD = 0.24; 95% CI [0.15-0.32]; P < 0.00001) compared to controls. Affirming the soundness of the results, sensitivity analysis indicated the lack of significant publication bias.
CONCLUSIONS: This meta-analysis supports the hypothesis that circulating BCAA levels increase in PreDM, suggesting that measuring BCAA levels could be investigated as a potential biomarker for the diagnosis of PreDM and a target for its treatment.
MATERIALS AND METHODS: Electronic databases were comprehensively searched in April 2024, and the study quality evaluation relied on the Newcastle-Ottawa Scale (NOS). The I 2 statistic was used for heterogeneity assessment, and data analysis relied on Review Manager 5.4 and Stata 12.0. Standard mean difference (SMD) was used as the effect size to account for varying units of measurement across the included studies. Sensitivity assessment was instituted to evaluate result tenacity, and subgroup examinations were concomitantly carried out, with funnel plots, Egger's regression analysis, and Begg's rank-correlation methodology deployed to discern publication bias. PROSPERO registration (CRD42024572760) validates this review's protocol compliance.
RESULTS: Meta-analysis was conducted on 15 studies that involved 3,849 participants. Most individuals were over 40 years old. The prediabetes (PreDM) group exhibited significantly elevated levels of valine (Val) (SMD = 0.29; 95% confidence interval (CI) [0.14-0.45]; P = 0.0002), leucine (Leu) (SMD = 0.34; 95% CI [0.18-0.49]; P < 0.0001), and isoleucine (Ile) (SMD = 0.24; 95% CI [0.15-0.32]; P < 0.00001) compared to controls. Affirming the soundness of the results, sensitivity analysis indicated the lack of significant publication bias.
CONCLUSIONS: This meta-analysis supports the hypothesis that circulating BCAA levels increase in PreDM, suggesting that measuring BCAA levels could be investigated as a potential biomarker for the diagnosis of PreDM and a target for its treatment.