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Mechanistic insights into sodium ion-mediated ligand binding affinity and modulation of 5-HT2B GPCR activity: implications for drug discovery and development. 钠离子介导的配体结合亲和力和 5-HT2B GPCR 活性调节的机理研究:对药物发现和开发的启示。
IF 2.6 4区 生物学 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2024-02-01 Epub Date: 2024-03-26 DOI: 10.1080/10799893.2024.2332886
Arushi Chauhan, Jitender Singh, Namrata Sangwan, Pramod K Avti

Purpose: The G-protein coupled receptor (GPCR) family, implicated in neurological disorders and drug targets, includes the sensitive serotonin receptor subtype, 5-HT2B. The influence of sodium ions on ligand binding at the receptor's allosteric region is being increasingly studied for its impact on receptor structure.

Methods: High-throughput virtual screening of three libraries, specifically the Asinex-GPCR library, which contains 8,532 compounds and FDA-approved (2466 compounds) and investigational compounds (2731)) against the modeled receptor [4IB4-5HT2BRM] using the standard agonist/antagonist (Ergotamine/Methysergide), as previously selected from our studies based on ADMET profiling, and further on basis of binding free energy a single compound - dihydroergotamine is chosen.

Results: This compound displayed strong interactions with the conserved active site. Ions influence ligand binding, with stronger interactions (3-H-bonds and 1-π-bond around 3.35 Å) observed when an agonist and ions are present. Ions entry is guided by conserved motifs in helices III, IV, and VII, which regulate the receptor. Dihydroergotamine, the selected drug, showed binding variance based on ions presence/absence, affecting amino acid residues in these motifs. DCCM and PCA confirmed the stabilization of ligands, with a greater correlation (∼46.6%-PC1) observed with ions. Dihydroergotamine-modified interaction sites within the receptor necessary for activation, serving as a potential 5HT2BRM agonist. RDF analysis showed the sodium ions density around the active site during dihydroergotamine binding.

Conclusion: Our study provides insights into sodium ion mobility's role in controlling ligand binding affinity in 5HT2BR, offering therapeutic development insights.

目的:G-蛋白偶联受体(GPCR)家族与神经系统疾病和药物靶点有关,其中包括敏感的血清素受体亚型 5-HT2B。钠离子对受体异构区配体结合的影响正越来越多地被研究,以了解其对受体结构的影响。方法:针对模型受体[4IB4-5HT2BRM],使用标准激动剂/拮抗剂(麦角胺/美塞格列)对三个化合物库进行高通量虚拟筛选,特别是Asinex-GPCR化合物库,其中包含8532种化合物,以及FDA批准的化合物(2466种)和研究化合物(2731种):结果:该化合物与保守的活性位点有很强的相互作用。离子会影响配体的结合,当存在激动剂和离子时,会观察到更强的相互作用(3-H 键和 1-π 键,约 3.35 Å)。离子的进入由螺旋 III、IV 和 VII 中的保守基团引导,这些基团可调节受体。所选药物二氢麦角胺根据离子的存在/不存在显示出结合差异,影响了这些基团中的氨基酸残基。DCCM 和 PCA 证实了配体的稳定性,观察到配体与离子的相关性更大(∼46.6%-PC1)。二氢麦角胺修饰了激活受体所需的相互作用位点,可作为潜在的 5HT2BRM 激动剂。RDF 分析表明,在二氢麦角胺结合过程中,活性位点周围的钠离子密度较大:我们的研究深入揭示了钠离子迁移在控制 5HT2BR 中配体结合亲和力中的作用,为治疗开发提供了启示。
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引用次数: 0
The route of autophagy regulation by osteopontin: a review on the linking mechanisms 补骨脂素调控自噬的途径:关联机制综述
IF 2.8 4区 生物学 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-12-11 DOI: 10.1080/10799893.2023.2291563
Zohreh Abdolvahabi, Samira Ezzati-Mobaser, Zahra Hesari
Autophagy is a dynamic intracellular process of protein degradation, which is mostly triggered by nutrient deprivation. This process initiates with the formation of autophagosomes, which they captu...
自噬是一种动态的细胞内蛋白质降解过程,主要由营养剥夺引起。这一过程始于自噬体的形成,它们捕获自噬体。
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引用次数: 0
Cerebrolysin provides effective protection on high glucose-induced neuropathy in cultured rat dorsal root ganglion neurons 脑蛋白酶能有效保护培养的大鼠背根神经节神经元免受高血糖诱导的神经病变影响
IF 2.8 4区 生物学 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-12-11 DOI: 10.1080/10799893.2023.2291566
Ugur Yazar, Ali Rıza Guvercin, Mahindokht Rouhikia, Mehmet Aktoklu, Mehmet Ali Demirci, Ibrahim Erbay, Ahmet Ayar
Cerebrolysin, an endogenous peptide with neuroprotective and neurotrophic properties, indicated to be beneficial on diabetic neuropathy by preliminary clinical and experimental studies but without ...
脑溶血素是一种具有神经保护和神经营养特性的内源性肽,初步的临床和实验研究表明,它对糖尿病神经病变有益,但尚未得到临床证实。
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引用次数: 0
Verapamil modulates NFAT2 to inhibit tumor growth and potentiates PD1ab immune checkpoint inhibitor therapy in cervical cancer treatment 维拉帕米调节 NFAT2 以抑制肿瘤生长,并增强 PD1ab 免疫检查点抑制剂治疗宫颈癌的效果
IF 2.8 4区 生物学 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-12-09 DOI: 10.1080/10799893.2023.2291562
Yao-Qing Liao, Bin-Bo Fang, Qing-Xia Wu, Wei-Ying Dong, Guan-Ming Deng
Current evidence suggests a high co-prevalence of hypertension and cervical cancer. Accordingly, blood pressure control is indicated during anti-tumor drug therapy in this patient population. Over ...
目前的证据表明,高血压与宫颈癌的共患病率很高。因此,这类患者在接受抗肿瘤药物治疗期间应控制血压。超过 ...
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引用次数: 0
Synthesis, in silico and in vitro anti-cancer studies of phosphorylated derivatives of didanosine targeting MDA-MB-231 breast cancer cell lines. 针对 MDA-MB-231 乳腺癌细胞系的地达诺辛磷酸化衍生物的合成、硅学和体外抗癌研究。
IF 2.8 4区 生物学 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-12-01 Epub Date: 2024-02-13 DOI: 10.1080/10799893.2024.2303013
S K Thaslim Basha, S Mahaboob Basha, D Subba Rao, S Rasheed, M Varalakshmi, C Naga Raju

A series of new phosphorylated derivatives of didanosine were designed, synthesized and evaluated their anticancer effects on human breast cancer cells. Their binding affinities were evaluated against aromatase enzyme and the molecular docking studies demonstrated that 9a, 9h and 9i exhibited high binding interactions than the parent molecule (ddI) and other derivatives; evaluated the aromatase enzyme inhibition. The cell viability, cell proliferation, lactate dehydrogenase showed potential anti-proliferative in dose dependent manner, these results were well correlated with hoesch stain and DNA fragmentation on MDA-MB-231 breast cancer cell lines. Cytotoxicity results disclosed that tryptophan amino acid ester substituted derivative 9i showed potential cell death against MDA-MB-231 cancer cell lines. Furthermore, compound 9i has great potential significance for further investigations (in vivo).

研究人员设计、合成了一系列新的磷酸化地达诺辛衍生物,并评估了它们对人类乳腺癌细胞的抗癌作用。分子对接研究表明,9a、9h 和 9i 比母体分子(ddI)和其他衍生物具有更高的结合相互作用;评估了它们对芳香化酶的抑制作用。这些结果与 MDA-MB-231 乳腺癌细胞系的霍希染色法和 DNA 断裂法密切相关。细胞毒性结果表明,色氨酸酯取代的衍生物 9i 对 MDA-MB-231 癌细胞株具有潜在的细胞杀伤作用。此外,化合物 9i 还具有进一步研究(体内)的巨大潜在意义。
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引用次数: 0
New synthetic derivatives of isoindoline-dione: synthesis, neuroprotection assay and impact on the expression level of oxidative stress-related genes in neuronal-like cell line. 异吲哚啉二酮的新合成衍生物:合成、神经保护试验以及对神经元样细胞系中氧化应激相关基因表达水平的影响。
IF 2.8 4区 生物学 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-12-01 Epub Date: 2024-02-13 DOI: 10.1080/10799893.2023.2291559
Abdolrahim Pourparizi, Mina Vazirinia, Fatemeh Pourrajab, Hamid Nadri, Asghar Davood

Purpose: Oxidative stress can damage cells and cause age-related illnesses such as Alzheimer's, Parkinson's, and Huntington's. This study looked at newly synthesized isoindole derivatives and their effects on SH-SY5Y as a neuroblastoma cell under oxidative stress through the NRF2 signaling pathway. NRF2 transcription factor plays a vital role in the oxidative stress response and cellular homeostasis.

Method: Three isoindoline-dione derivatives were synthesized by reacting phthalic anhydrides with 4-(2-aminoethyl)-1-benzyl piperidine. Their structures were confirmed through FT-IR, NMR, and Mass spectroscopy. The derivatives were then tested on human SH-SY5Y cells under an oxidative stress model induced by hydrogen peroxide (H2O2). The cell viability, ROS levels, protein carbonyl content, and gene expression of NRF2 and phase II antioxidative enzymes were measured after 24 h.

Results: Three isoindoline derivatives (3a-3c) were observed to increase the viability of SH-SY5Y cells by protective against oxidative stress, reducing intracellular reactive oxygen species and carbonylated proteins, and increasing gene expression levels of NRF2 and associated genes such as NQO-1, and GSTK1.

Conclusion: Isoindoline derivatives demonstrated a neuroprotective effect on SH-SY5Y cells through various neuroprotective mechanisms, although more studies are needed.

目的:氧化应激会损伤细胞并导致与年龄有关的疾病,如阿尔茨海默氏症、帕金森氏症和亨廷顿氏症。本研究考察了新合成的异吲哚衍生物及其通过 NRF2 信号通路对处于氧化应激下的 SH-SY5Y 神经母细胞瘤细胞的影响。NRF2 转录因子在氧化应激反应和细胞稳态中发挥着重要作用:方法:通过邻苯二甲酸酐与 4-(2-氨基乙基)-1-苄基哌啶反应合成了三种异吲哚啉二酮衍生物。它们的结构通过傅立叶变换红外光谱、核磁共振和质谱进行了确认。然后,在过氧化氢(H2O2)诱导的氧化应激模型下,在人 SH-SY5Y 细胞上测试了这些衍生物。24 小时后,对细胞活力、ROS 水平、蛋白质羰基含量以及 NRF2 和第二阶段抗氧化酶的基因表达进行了测定:结果:观察到三种异吲哚啉衍生物(3a-3c)通过保护细胞免受氧化应激、减少细胞内活性氧和羰基化蛋白、增加 NRF2 和相关基因(如 NQO-1 和 GSTK1)的基因表达水平来提高 SH-SY5Y 细胞的活力:结论:异吲哚啉衍生物通过多种神经保护机制对 SH-SY5Y 细胞具有神经保护作用,但还需要更多的研究。
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引用次数: 0
Exploring the composition of protein-ligand binding sites for cancerous inhibitor of PP2A (CIP2A) by inhibitor guided binding analysis: paving a new way for the Discovery of drug candidates against triple negative breast cancer (TNBC). 通过抑制剂引导结合分析探索 PP2A 癌症抑制剂 (CIP2A) 蛋白质-配体结合位点的组成:为发现治疗三阴性乳腺癌 (TNBC) 的候选药物开辟新途径。
IF 2.8 4区 生物学 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-12-01 Epub Date: 2024-02-13 DOI: 10.1080/10799893.2023.2298903
Oluwayimika Ibitoye, Mahmoud A A Ibrahim, Mahmoud E S Soliman

Triple-negative breast cancer (TNBC) is associated with high-grade invasive carcinoma leading to a 10% to 15% death rate in younger premenopausal women. Targeting cancerous inhibitors of protein phosphatase (CIP2A) has been a highly effective approach for exploring therapeutic drug candidates. Lapatinib, a dual tyrosine kinase inhibitor, has shown promising inhibition properties by inducing apoptosis in TNBC carcinogenesis in vivo. Despite knowledge of the 3D structure of CIP2A, no reports provide insight into CIP2A ligand binding sites. To this effect, we conducted in silico site identification guided by lapatinib binding. Four of the five sites identified were cross-validated, and the stem domain revealed more excellent ligand binding affinity. The binding affinity of lapatinib in these sites was further computed using the Molecular Mechanics/Poisson-Boltzmann Surface Area (MM/PBSA) approach. According to MM/PBSA//200 ns MD simulations, lapatinib exhibited a higher binding affinity against CIP2A in site 2 with ΔG critical values of -37.1 kcal/mol. The steadiness and tightness of lapatinib with CIP2A inside the stem domain disclosed glutamic acid-318 as the culprit amino acid with the highest electrostatic energy. These results provide clear information on the CIP2A domain capable of ligand binding and validate lapatinib as a promising CIP2A inhibitor in TNBC carcinogenesis.

三阴性乳腺癌(TNBC)与高级别浸润癌有关,在绝经前的年轻女性中,TNBC 的死亡率为 10%-15%。以癌症蛋白磷酸酶(CIP2A)抑制剂为靶点是探索候选治疗药物的一种非常有效的方法。拉帕替尼(Lapatinib)是一种双重酪氨酸激酶抑制剂,通过诱导体内 TNBC 癌症发生过程中的细胞凋亡,显示出良好的抑制特性。尽管我们了解 CIP2A 的三维结构,但却没有任何报道提供有关 CIP2A 配体结合位点的深入信息。为此,我们以拉帕替尼的结合为导向,进行了位点的硅学鉴定。在鉴定出的五个位点中,有四个位点经过了交叉验证,其中茎结构域显示出更出色的配体结合亲和力。利用分子力学/泊松-玻尔兹曼表面积(MM/PBSA)方法进一步计算了拉帕替尼与这些位点的结合亲和力。根据MM/PBSA//200 ns MD模拟,拉帕替尼在第2位点与CIP2A的结合亲和力较高,ΔG临界值为-37.1 kcal/mol。拉帕替尼与 CIP2A 在茎结构域内结合的稳定性和紧密性表明,谷氨酸-318 是静电能最高的罪魁祸首氨基酸。这些结果提供了能够与配体结合的CIP2A结构域的明确信息,并验证了拉帕替尼是一种有望用于TNBC癌变的CIP2A抑制剂。
{"title":"Exploring the composition of protein-ligand binding sites for cancerous inhibitor of PP2A (CIP2A) by inhibitor guided binding analysis: paving a new way for the Discovery of drug candidates against triple negative breast cancer (TNBC).","authors":"Oluwayimika Ibitoye, Mahmoud A A Ibrahim, Mahmoud E S Soliman","doi":"10.1080/10799893.2023.2298903","DOIUrl":"10.1080/10799893.2023.2298903","url":null,"abstract":"<p><p>Triple-negative breast cancer (TNBC) is associated with high-grade invasive carcinoma leading to a 10% to 15% death rate in younger premenopausal women. Targeting cancerous inhibitors of protein phosphatase (CIP2A) has been a highly effective approach for exploring therapeutic drug candidates. Lapatinib, a dual tyrosine kinase inhibitor, has shown promising inhibition properties by inducing apoptosis in TNBC carcinogenesis <i>in vivo</i>. Despite knowledge of the 3D structure of CIP2A, no reports provide insight into CIP2A ligand binding sites. To this effect, we conducted <i>in silico</i> site identification guided by lapatinib binding. Four of the five sites identified were cross-validated, and the stem domain revealed more excellent ligand binding affinity. The binding affinity of lapatinib in these sites was further computed using the Molecular Mechanics/Poisson-Boltzmann Surface Area (MM/PBSA) approach. According to MM/PBSA//200 ns MD simulations, lapatinib exhibited a higher binding affinity against CIP2A in site 2 with Δ<i>G</i> critical values of -37.1 kcal/mol. The steadiness and tightness of lapatinib with CIP2A inside the stem domain disclosed glutamic acid-318 as the culprit amino acid with the highest electrostatic energy. These results provide clear information on the CIP2A domain capable of ligand binding and validate lapatinib as a promising CIP2A inhibitor in TNBC carcinogenesis.</p>","PeriodicalId":16962,"journal":{"name":"Journal of Receptors and Signal Transduction","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139087325","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MicroRNA-124a regulates the differentiation of bone marrow mesenchymal stem cells into neurons. MicroRNA-124a调节骨髓间充质干细胞向神经元的分化。
IF 2.8 4区 生物学 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-12-01 Epub Date: 2024-02-13 DOI: 10.1080/10799893.2024.2303014
Eryi Zhao, Daimei Wang, Lijun Jing, Zhongyan Zhao, Shixiong Huang, Ling Xie, Shijun Hu, Hui Liang, Yanquan Chen

Objective: This study investigated the effects of microRNA-124a on the differentiation of bone marrow mesenchymal stem cells (BMSCs) and its underlying mechanism.

Methods: Flow cytometry was used for isolation and identification of BMSCs. Real-time polymerase chain reaction (RT-PCR) was used to detect gene mRNA expression. Apoptosis was detected using Annexin V-FITC/PI Apoptosis Detection Kit. Cell proliferation ability was tested using Cell Counting Kit-8 (CCK-8). The differentiation of BMSCs into neuron inducers β-thiol ethanol or baicalin formed the basis of the study.

Results: β-thiol ethanol markedly suppressed the microRNA-124a expression of BMSCs, baicalin markedly induced the microRNA-124a expression of BMSCs and β-thiol ethanol or baicalin promoted apoptosis and reduced the growth of BMSCs. Only the microRNA-124a inhibitor did not affect apoptosis or the differentiation of BMSCs, and it increased the effects of β-thiol ethanol or baicalin on the apoptosis of BMSCs.

Conclusion: β-thiol ethanol and baicalin treatment could affect microRNA-124a expression in BMSCs. We demonstrated that microRNA-124a promoted the differentiation of BMSCs into neurons.

研究目的本研究探讨了microRNA-124a对骨髓间充质干细胞(BMSCs)分化的影响及其内在机制:方法:采用流式细胞术分离和鉴定骨髓间充质干细胞。采用实时聚合酶链反应(RT-PCR)检测基因 mRNA 的表达。使用Annexin V-FITC/PI凋亡检测试剂盒检测细胞凋亡。使用细胞计数试剂盒-8(CCK-8)检测细胞增殖能力。结果:β-硫醇乙醇明显抑制 BMSCs 的 microRNA-124a 表达,黄芩苷明显诱导 BMSCs 的 microRNA-124a 表达,β-硫醇乙醇或黄芩苷促进 BMSCs 细胞凋亡并降低其生长。只有microRNA-124a抑制剂不影响BMSCs的凋亡和分化,它增加了β-硫醇乙醇或黄芩苷对BMSCs凋亡的影响。结论:β-硫醇乙醇和黄芩苷处理可影响 BMSCs 中 microRNA-124a 的表达。
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引用次数: 0
Molecular docking and toxicity studies of nerve agents against acetylcholinesterase (AChE). 神经毒剂对乙酰胆碱酯酶(AChE)的分子对接和毒性研究。
IF 2.8 4区 生物学 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-10-01 Epub Date: 2024-01-23 DOI: 10.1080/10799893.2023.2298899
Mikael Ham Sembiring, Okta Nursanti, Tesia Aisyah Rahmania

Acetylcholinesterase (AChE) is a cholinergic enzyme that plays an essential role in the autonomic nervous system. This enzyme is often the target of many nerve agents. When this enzyme is inhibited, its function to hydrolyze acetylcholine is stopped, accumulating the acetylcholine in the tissue and causing prolonged stimulation. Some of the significant nerve agents include sarin (GB), soman (GD), tabun (GA), and venomous agent (VX). In order to determine which compound is the most stable and has the best affinity, the nerve agent venomous agent (VX), sarin (GB), soman (GD), and tabun (GA) are docked to the acetylcholinesterase (AChE) enzyme. After that, toxicity tests will be performed on 17 targets for the compound that was chosen. Autodock Vina 1.2.0 is the software used for the docking procedure. should use the Pymol program version 2.5.4 for analysis and the Ligplot software version 2.2 for visualization of the docking findings. The 'Tox Prediction' algorithm from Insilico was used to determine the toxicity of various substances. Based on the results of molecular docking, the free binding energy of Donepezil, sarin (GB), soman (GD), tabun (GA), and venomous agent (VX) in kcal/mol are -12,3, -4.8, -6.0, -5,1, and -6.3 respectively. Finally, four ligands bind strongly to the receptor Donepezil at RMSD 0.327 Å, and the venomous agent (VX) compound binds the most strongly compared to the other test ligands. Furthermore, in the toxicity test of Compound VX, which exhibits neurotoxic activity, no toxic activity was observed on specific organs and targets.

乙酰胆碱酯酶(AChE)是一种胆碱能酶,在自主神经系统中发挥着重要作用。这种酶通常是许多神经毒剂的靶标。当这种酶受到抑制时,其水解乙酰胆碱的功能就会停止,从而使乙酰胆碱在组织中积聚,造成长时间的刺激。一些重要的神经毒剂包括沙林(GB)、索曼(GD)、塔崩(GA)和毒液剂(VX)。为了确定哪种化合物最稳定、亲和力最强,我们将神经毒剂毒液(VX)、沙林(GB)、索曼(GD)和塔崩(GA)与乙酰胆碱酯酶(AChE)对接。之后,将对所选化合物的 17 个靶点进行毒性测试。对接程序使用的软件是 Autodock Vina 1.2.0,分析时使用 Pymol 程序 2.5.4 版,对接结果的可视化使用 Ligplot 软件 2.2 版。使用 Insilico 的 "毒性预测 "算法来确定各种物质的毒性。根据分子对接的结果,多奈哌齐、沙林(GB)、索曼(GD)、塔崩(GA)和毒液(VX)的自由结合能(kcal/mol)分别为-12,3、-4.8、-6.0、-5,1 和 -6.3。最后,四种配体与多奈哌齐受体的结合强度为 RMSD 0.327 Å,与其他测试配体相比,毒液(VX)化合物的结合强度最大。此外,在具有神经毒性的 VX 化合物的毒性测试中,没有观察到其对特定器官和靶点有毒性。
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引用次数: 0
Quantitative structure activity relationship (QSAR) modeling study of some novel thiazolidine 4-one derivatives as potent anti-tubercular agents. 新型抗结核药物噻唑烷4- 1衍生物的定量构效关系(QSAR)建模研究。
IF 2.8 4区 生物学 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2023-06-01 Epub Date: 2024-01-11 DOI: 10.1080/10799893.2023.2281671
Anguraj Moulishankar, Sundarrajan Thirugnanasambandam

This study aims to develop a QSAR model for Antitubercular activity. The quantitative structure-activity relationship (QSAR) approach predicted the thiazolidine-4-ones derivative's Antitubercular activity. For the QSAR study, 53 molecules with Antitubercular activity on H37Rv were collected from the literature. Compound structures were drawn by ACD/Labs ChemSketch. The energy minimization of the 2D structure was done using the MM2 force field in Chem3D pro. PaDEL Descriptor software was used to construct the molecular descriptors. QSARINS software was used in this work to develop the 2D QSAR model. A series of thiazolidine 4-one with MIC data were taken from the literature to develop the QSAR model. These compounds were split into a training set (43 compounds) and a test set (10 compounds). The PaDEL software calculated 2300 descriptors for this series of thiazolidine 4-one derivatives. The best predictive Model 4, which has R2 of 0.9092, R2adj of 0.8950 and LOF parameter of 0.0289 identify a preferred fit. The QSAR study resulted in a stable, predictive, and robust model representing the original dataset. In the QSAR equation, the molecular descriptor of MLFER_S, GATSe2, Shal, and EstateVSA 6 positively correlated with Antitubercular activity. While the SpMAD_Dzs 6 is negatively correlated with Antitubercular activity. The high polarizability, Electronegativities, Surface area contributions and number of Halogen atoms in the thiazolidine 4-one derivatives will increase the Antitubercular activity.

本研究旨在建立抗结核活性的QSAR模型。定量构效关系(QSAR)方法预测了噻唑烷-4- 1衍生物的抗结核活性。在QSAR研究中,从文献中收集了53个对H37Rv具有抗结核活性的分子。用ACD/Labs ChemSketch绘制化合物结构。利用Chem3D pro中的MM2力场实现了二维结构的能量最小化。利用PaDEL Descriptor软件构建分子描述符。本文采用QSARINS软件建立二维QSAR模型。从文献中提取了一系列具有MIC数据的噻唑烷4- 1,建立了QSAR模型。这些化合物被分为训练集(43种化合物)和测试集(10种化合物)。PaDEL软件计算了这一系列噻唑烷4- 1衍生物的2300个描述符。最佳预测模型4的R2为0.9092,R2adj为0.8950,LOF参数为0.0289,优选拟合。QSAR研究产生了一个代表原始数据集的稳定、预测和稳健的模型。在QSAR方程中,MLFER_S、GATSe2、Shal和EstateVSA 6的分子描述子与抗结核活性呈正相关。而spmad_dzs6与抗结核活性呈负相关。噻唑烷4- 1衍生物的高极化率、高电负性、高表面积贡献和高卤素原子数将提高其抗结核活性。
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引用次数: 0
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Journal of Receptors and Signal Transduction
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