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通过生物信息学和机器学习方法鉴定的甘草成分,汉黄芩苷 B,通过抑制叉头框 O1 缓解蛋白质能量消耗。

Hispaglabridin B, a constituent of liquorice identified by a bioinformatics and machine learning approach, relieves protein-energy wasting by inhibiting forkhead box O1.

机构信息

The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China.

Lingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou, China.

出版信息

Br J Pharmacol. 2019 Jan;176(2):267-281. doi: 10.1111/bph.14508. Epub 2018 Dec 4.

Abstract

BACKGROUND AND PURPOSE

Liquorice is the root of Glycyrrhiza glabra, which is a popular food in Europe and China that has previously shown benefits for skeletal fatigue and nutrient metabolism. However, the mechanism and active ingredients remain largely unclear. The aim of this study was to investigate the active ingredients of liquorice for muscle wasting and elucidate the underlying mechanisms.

EXPERIMENTAL APPROACH

RNA-Seq and bioinformatics analysis were applied to predict the main target of liquorice. A machine learning model and a docking tool were used to predict active ingredients. Isotope labelling experiments, immunostaining, Western blots, qRT-PCR, ChIP-PCR and luciferase reporters were utilized to test the pharmacological effects in vitro and in vivo. The reverse effects were verified through recombination-based overexpression.

KEY RESULTS

The liposoluble constituents of liquorice improved muscle wasting by inhibiting protein catabolism and fibre atrophy. We further identified FoxO1 as the target of liposoluble constituents of liquorice. In addition, hispaglabridin B (HB) was predicted as an inhibitor of FoxO1. Further studies determined that HB improved muscle wasting by inhibiting catabolism in vivo and in vitro. HB also markedly suppressed the transcriptional activity of FoxO1, with decreased expression of the muscle-specific E3 ubiquitin ligases MuRF1 and Atrogin-1.

CONCLUSIONS AND IMPLICATIONS

HB can serve as a novel natural food extract for preventing muscle wasting in chronic kidney disease and possibly other catabolic conditions.

摘要

背景与目的

甘草是甘草属的根,是一种在欧洲和中国流行的食物,先前已显示出对骨骼疲劳和营养代谢有益。然而,其机制和活性成分在很大程度上仍不清楚。本研究旨在探讨甘草治疗肌肉减少症的活性成分,并阐明其潜在机制。

实验方法

应用 RNA-Seq 和生物信息学分析预测甘草的主要靶标。采用机器学习模型和对接工具预测活性成分。同位素标记实验、免疫染色、Western blot、qRT-PCR、ChIP-PCR 和荧光素酶报告基因用于测试体外和体内的药理作用。通过基于重组的过表达验证了反向作用。

主要结果

甘草的脂溶性成分通过抑制蛋白质分解代谢和纤维萎缩来改善肌肉减少症。我们进一步鉴定出 FoxO1 是甘草脂溶性成分的靶标。此外,我们预测 hispaglabridin B (HB) 是 FoxO1 的抑制剂。进一步的研究表明,HB 通过抑制体内和体外的分解代谢来改善肌肉减少症。HB 还显著抑制了 FoxO1 的转录活性,降低了肌肉特异性 E3 泛素连接酶 MuRF1 和 Atrogin-1 的表达。

结论和意义

HB 可以作为一种新型天然食品提取物,用于预防慢性肾脏病和可能其他分解代谢疾病中的肌肉减少症。

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