Identification of PTP1B regulators from Cymbopogon citratus and its enrichment analysis for diabetes mellitus.

In Silico Pharmacology Pub Date : 2021-04-11 eCollection Date: 2021-01-01 DOI:10.1007/s40203-021-00088-9
Prarambh S R Dwivedi, Pukar Khanal, Vishakha Parab Gaonkar, V P Rasal, B M Patil
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Abstract

PTP1B is identified as the insulin signaling pathway downregulator; involved in pancreatic β-cell apoptosis. Further, it associates in regulating multiple pathways in diabetes mellitus; kindled us to identify the binding affinity of bioactives from Cymbopogon citratus by targeting PTP1B and identify the probably associated with it; further identifying the probable pathways involved in diabetes mellitus. In this regard, ChEBI database was used to retrieve bio-actives from C. citrates and 3D structures for the same were obtained from the PubChem database. The energy of bioactives was minimized and converted into ligand and the docking was carried using autodock 4.0 against PTP1B. Further, multiple characters of bio-actives like drug-likeness score, ADMET profile, probable adverse effects, and boiled egg model for bioavailability were also studied. Swertiajaponin was predicted for the highest drug-likeness score i.e. 0.26. However, swertiajaponin was predicted with the highest probable side effect of nephrotoxicity with pharmacological activity of 0.478. Similarly, swertiajaponin was predicted for the highest binding affinity with PTP1B with the binding energy of - 8.3 kcal/mol. Likewise, KEGG identified 80 pathways associated with PTP1B modulation in which 7 pathways were involved in diabetes mellitus in which FoxO signaling pathway was predicted to have the least false discovery rate by modulating 7 genes. Swertiajaponin could act as the potent inhibitor of PTP1B; scored highest druglikeness score but possessed minimum GIT absorptivity; further, PTP1B was identified to be linked with multiple pathways that are concerned with diabetes mellitus.

柠檬香蒲中 PTP1B 调节因子的鉴定及其对糖尿病的富集分析
PTP1B 被认为是胰岛素信号通路的下调因子,参与胰岛β细胞的凋亡。此外,它还参与调节糖尿病的多种通路;这促使我们通过靶向 PTP1B 来鉴定香蒲中生物活性物质的结合亲和力,并鉴定可能与之相关的生物活性物质;进一步鉴定糖尿病可能涉及的通路。为此,研究人员使用 ChEBI 数据库检索柠檬香豆素中的生物活性物质,并从 PubChem 数据库中获得了这些物质的三维结构。生物活性物质的能量被最小化并转换成配体,然后使用 autodock 4.0 与 PTP1B 进行对接。此外,还研究了生物活性物质的多种特征,如药物相似性评分、ADMET 特征、可能的不良反应以及生物利用度的煮鸡蛋模型。根据预测,獐牙菜皂苷的药物相似度得分最高,为 0.26。然而,獐牙菜皂苷的药理活性为 0.478,肾毒性的可能副作用被预测为最高。同样,预测獐牙菜皂苷与 PTP1B 的结合亲和力最高,结合能为 - 8.3 kcal/mol。同样,KEGG 发现了 80 个与 PTP1B 调节相关的通路,其中 7 个通路与糖尿病有关,而 FoxO 信号通路通过调节 7 个基因被预测为错误发现率最低的通路。獐牙菜皂苷可作为 PTP1B 的强效抑制剂;药物亲和性得分最高,但胃肠道吸收率最低;此外,PTP1B 还与糖尿病相关的多个通路有关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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