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珍珠粟生物活性化合物对类风湿性关节炎的抑制机制评估:实验和计算方法。

Evaluation of the inhibitory mechanism of (pearl millet) bioactive compounds for rheumatoid arthritis: an and computational approach.

作者信息

Sharif Maria, John Peter, Bhatti Attya, Paracha Rehan Zafar, Majeed Abid

机构信息

Department of Biomedicine, Atta-ur-Rahman School of Applied Biosciences (ASAB), National University of Sciences and Technology (NUST), Islamabad, Pakistan.

School of Interdisciplinary Engineering and Sciences (SINES), National University of Sciences and Technology (NUST), Islamabad, Pakistan.

出版信息

Front Pharmacol. 2024 Nov 21;15:1488790. doi: 10.3389/fphar.2024.1488790. eCollection 2024.

Abstract

INTRODUCTION

Rheumatoid arthritis (RA) is a chronic autoimmune disease characterized by synovial infiltration and pannus formation, and its rising incidence is significantly contributing to the global disability rate. Despite advances in biological drugs, no treatment has successfully cured or averted its progression. Consequently, natural drugs are being explored as alternative therapeutic strategies.

OBJECTIVE

This study aims to evaluate the therapeutic potential of (pearl millet) and to identify its bioactive compounds to assess their effectiveness against RA targets.

METHODS

The therapeutic potential of extracts was evaluated by antioxidant and anti-inflammatory assays. Gas chromatography-mass spectrometry (GC-MS) was utilized to identify the compounds in extract. The pharmacokinetics and safety profile of these compounds were studied by absorption, distribution, metabolism, excretion, and toxicity (ADMET) analysis. Network pharmacology, molecular docking, and molecular dynamic (MD) simulation were employed to identify the active compounds and their therapeutic targets in for RA treatment.

RESULTS

Acidified methanol (AM) extract of showed the highest phenolic (213 ± 0.008 mg GAE/g DW) and flavonoid content (138.1 ± 0.03 mg RE/g DW), demonstrating significant antioxidant and anti-inflammatory potential. GC-MS of AM extract identified 223 compounds. Lipinski and toxicity parameters screened out 17 compounds. Protein-protein interaction (PPI) analysis shortlisted 20 key targets in RA pathways, nine of which were upregulated in five microarray datasets. Molecular docking and MD simulations revealed that compound-7 (benzenesulfonamide, 2-nitro-N-phenyl-) and compound-9 (Pregnane-3,20-diamine, (3.beta.,5.alpha.,20S)-) bind strongly with MMP9, JAK2, PTGS2, and HIF1a compared to the reference, predicting stable interaction with these upregulated genes. Finally, PASS (prediction of activity spectra for biological active substances) analysis further validated the anti-arthritic potential of these compounds based on their chemical structure.

CONCLUSION

This study uncovered a therapeutic drug candidate against HIF1a, MMP9, JAK2, and PTGS2 for RA from active compounds, laying the groundwork for future research.

摘要

引言

类风湿性关节炎(RA)是一种慢性自身免疫性疾病,其特征为滑膜浸润和血管翳形成,发病率不断上升,对全球致残率有显著影响。尽管生物药物取得了进展,但尚无治疗方法能成功治愈或阻止其进展。因此,正在探索天然药物作为替代治疗策略。

目的

本研究旨在评估珍珠粟的治疗潜力,并鉴定其生物活性化合物,以评估它们对RA靶点的有效性。

方法

通过抗氧化和抗炎试验评估珍珠粟提取物的治疗潜力。利用气相色谱 - 质谱联用(GC - MS)鉴定珍珠粟提取物中的化合物。通过吸收、分布、代谢、排泄和毒性(ADMET)分析研究这些化合物的药代动力学和安全性。采用网络药理学、分子对接和分子动力学(MD)模拟来鉴定珍珠粟中用于RA治疗的活性化合物及其治疗靶点。

结果

珍珠粟的酸化甲醇(AM)提取物显示出最高的酚类含量(213±0.008 mg GAE/g DW)和黄酮类含量(138.1±0.03 mg RE/g DW),具有显著的抗氧化和抗炎潜力。AM提取物的GC - MS鉴定出223种化合物。通过Lipinski和毒性参数筛选出17种化合物。蛋白质 - 蛋白质相互作用(PPI)分析在RA通路中筛选出20个关键靶点,其中9个在五个微阵列数据集中上调。分子对接和MD模拟显示,与对照相比,化合物7(苯磺酰胺,2 - 硝基 - N - 苯基 -)和化合物9(孕烷 - 3,20 - 二胺,(3β,5α,20S) -)与MMP9、JAK2、PTGS2和HIF1a强烈结合,预测与这些上调基因有稳定相互作用。最后,基于其化学结构,PASS(生物活性物质活性谱预测)分析进一步验证了这些化合物的抗关节炎潜力。

结论

本研究从珍珠粟活性化合物中发现了一种针对RA的HIF1a、MMP9、JAK2和PTGS2的治疗药物候选物,为未来研究奠定了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/70cd/11617165/bf400a3a96e3/fphar-15-1488790-g001.jpg

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