Tyrosine protein kinase JAK3 has a very important significance on organ transplantation and the treatment of autoimmune diseases, which has been a potential therapeutic target. In recent years, a large number of JAK3 ...Tyrosine protein kinase JAK3 has a very important significance on organ transplantation and the treatment of autoimmune diseases, which has been a potential therapeutic target. In recent years, a large number of JAK3 inhibitors have been reported. However, the poor selectivity and side effects have limited their widespread use in clinical practice. In order to solve this problem, 52 potential small-molecule inhibitors were combined with JAK1, JAK2 and JAK3 respectively to obtain the optimal conformation of small molecules. On the basis of that we established 3D quantitative structure-activity relationships(3D-QSAR) model. Comparative molecular field analysis(Co MFA) and molecular similarity analysis(Co MSIA) were used to evaluate the model. We took advantage of reverse docking to explore the underlying toxicity and side effects. Combining 3D quantitative structure-activity relationships, surflex-dock and reverse docking results, ten 5 H-pyrrolo[2,3-b]pyrazine-2-phenyl ether derivatives based on the most optimal selectivity and activity compound 39 were designed. It can be seen from Co MFA and Co MSIA predicted active values of designed molecules that the selectivity of designed small molecules was improved obviously. Among them, compounds 61 and 62 could become the potential small molecule compounds.展开更多
Aflatoxin B1 toxicity is well known but the mechanism of this toxicity is still unclear. In addition, the target of the anti-aflatoxin chemopreventive drug Oltipraz remains to be identified. In this study, we employed...Aflatoxin B1 toxicity is well known but the mechanism of this toxicity is still unclear. In addition, the target of the anti-aflatoxin chemopreventive drug Oltipraz remains to be identified. In this study, we employed computer aided reverse docking analysis to identify putative targets of Aflatoxin B1(AFB) and Oltipraz. The results showed that the clinically known toxic effects of AFB are related to this molecule's strong binding affinity for key proteins involved in cell apoptosis, hormone metabolism, immune suppression, and digestive organ function. In addition, virtual binding assay indicated that Oltipraz neutralizes the toxicity of AFB by inhibiting its biotransformation enzymes. In conclusion, the technique of reverse docking may be used to identify the specific targets of AFB and Oltipraz, and our findings could significantly accelerate the mechanistic studies of the two molecules and provide guidance for the development of anti-AFB drugs.展开更多
As a powerful tool for target prediction,reverse docking remains largely unexplored.The objective evaluation of reverse docking software can help us know better about the strength and weakness of these tools,hence gui...As a powerful tool for target prediction,reverse docking remains largely unexplored.The objective evaluation of reverse docking software can help us know better about the strength and weakness of these tools,hence guiding us in target prediction.In the present study,we evaluated the target prediction power of Glide(SP)against general inhibitors and selective inhibitors.The results showed that the scoring tendency could be different for each ligand,and overall scoring sampling was necessary for a better understanding of the docking score for a certain protein-ligand pair.Besides,the input conformation of the binding pocket could affect the docking result.Glide(SP)showed a preferable performance on the target prediction of the general inhibitors.However,the accuracy of the target prediction of the selective inhibitors was relatively low,indicating that Glide(SP)might not be capable for this task.The case study about COVID-19 proved that coagulation factor Xa might be a potential target of chloroquine.Therefore,we recommend the further development of reverse docking tools and rectification of inter-target scoring bias.展开更多
BACKGROUND New drugs are urgently needed for the treatment of liver cancer, a feat that could be feasibly accomplished by finding new therapeutic purposes for marketed drugs to save time and costs. As a new class of n...BACKGROUND New drugs are urgently needed for the treatment of liver cancer, a feat that could be feasibly accomplished by finding new therapeutic purposes for marketed drugs to save time and costs. As a new class of national anti-infective drugs, carrimycin(CAM) has strong activity against gram-positive bacteria and no cross resistance with similar drugs. Studies have shown that the components of CAM have anticancer effects.AIM To obtain a deeper understanding of CAM, its distribution, metabolism and antiinflammatory effects were assessed in the organs of mice, and its mechanism of action against liver cancer was predicted by a network pharmacology method.METHODS In this paper, the content of isovaleryl spiramycin Ⅲ was used as an index to assess the distribution and metabolism of CAM and its effect on inflammatory factors in various mouse tissues and organs. Reverse molecular docking technology was utilized to determine the target of CAM, identify each target protein based on disease type, and establish a target protein-disease type network to ascertain the effect of CAM in liver cancer. Then, the key action targets of CAM in liver cancer were screened by a network pharmacology method, and the core targets were verified by molecular docking and visual analyses.RESULTS The maximum CAM concentration was reached in the liver, kidney, lung and spleen 2.5 h after intragastric administration. In the intestine, the maximum drug concentration was reached 0.5 h after administration. In addition, CAM significantly reduced the interleukin-4(IL-4) levels in the lung and kidney and especially the liver and spleen;moreover, CAM significantly reduced the IL-1β levels in the spleen, liver, and kidney and particularly the small intestine and lung. CAM is predicted to regulate related pathways by acting on many targets,such as albumin, estrogen receptor 1, epidermal growth factor receptor and caspase 3, to treat cancer, inflammation and other diseases.CONCLUSION We determined that CAM inhibited inflammation. We also predicted the complex multitargeted effects of CAM that involve multiple pathways and the diversity of these effects in the treatment of liver cancer, which provides a basis and direction for further clinical research.展开更多
Objective: To investigate the network pharmacology of Shexiang Baoxin pill(SBP) and systematically analyze the mechanisms of SBP.Methods: In this study, we excavated all the targets of 26 constituents of SBP which wer...Objective: To investigate the network pharmacology of Shexiang Baoxin pill(SBP) and systematically analyze the mechanisms of SBP.Methods: In this study, we excavated all the targets of 26 constituents of SBP which were identified in rat plasma though literature mining and target calculation(reverse docking and similarity search) and analyzed the multiple pharmacology actions of SBP comprehensively through a network pharmacology approach.Results: In the end, a total of 330 Homo sapiens targets were identified for 26 blood constituents of SBP.Moreover, the pathway enrichment analysis found that these targets mapped into 171 KEGG pathways and 31 of which were more enriched.Among these identified pathways, 3 pathways were selected for analyzing the mechanisms of SBP for treating coronary heart disease.Conclusion: This study systematically illustrated the mechanisms of the SBP by analyzing the corresponding "drug-target-pathway-disease" interaction network.展开更多
Natural product bufotenine(5)which could be isolated from Venenum Bufonis,has been widely used as a tool in central nervous system(CNS)studies.We present here its quaternary ammonium salt(6)which was synthesized with ...Natural product bufotenine(5)which could be isolated from Venenum Bufonis,has been widely used as a tool in central nervous system(CNS)studies.We present here its quaternary ammonium salt(6)which was synthesized with high yields using 5-benzyloxyindole as raw materials,and we firstly discover its analgesic effects in vivo.The analgesic evaluation showed that compounds 5 and 6 had stronger effects on the behavior of formalin induced pain in mice.Moreover,the combination of compound 6 and morphine has a synergistic effect.We intended to explain the molecular mechanism of this effect.Therefore,36 analgesic-related targets(including 15 G protein-coupled receptors,6 enzymes,13 ion channels,and 2 others)were systemically evaluated using reverse docking.The results indicate that bufotenine and its derivatives are closely related to acetyl cholinesterase(AChE)orα_(4)β_(2) nicotinic acetylcholine receptor(nAChR).This study provides practitioners a new insight of analgesic effects.展开更多
基金supported by the Natural Science Foundation of Chongqing(cstc2015jcyjBX0080)Chongqing Research Program of Basic Research and Frontier Technology(cstc2013jcyjA10019)
文摘Tyrosine protein kinase JAK3 has a very important significance on organ transplantation and the treatment of autoimmune diseases, which has been a potential therapeutic target. In recent years, a large number of JAK3 inhibitors have been reported. However, the poor selectivity and side effects have limited their widespread use in clinical practice. In order to solve this problem, 52 potential small-molecule inhibitors were combined with JAK1, JAK2 and JAK3 respectively to obtain the optimal conformation of small molecules. On the basis of that we established 3D quantitative structure-activity relationships(3D-QSAR) model. Comparative molecular field analysis(Co MFA) and molecular similarity analysis(Co MSIA) were used to evaluate the model. We took advantage of reverse docking to explore the underlying toxicity and side effects. Combining 3D quantitative structure-activity relationships, surflex-dock and reverse docking results, ten 5 H-pyrrolo[2,3-b]pyrazine-2-phenyl ether derivatives based on the most optimal selectivity and activity compound 39 were designed. It can be seen from Co MFA and Co MSIA predicted active values of designed molecules that the selectivity of designed small molecules was improved obviously. Among them, compounds 61 and 62 could become the potential small molecule compounds.
文摘Aflatoxin B1 toxicity is well known but the mechanism of this toxicity is still unclear. In addition, the target of the anti-aflatoxin chemopreventive drug Oltipraz remains to be identified. In this study, we employed computer aided reverse docking analysis to identify putative targets of Aflatoxin B1(AFB) and Oltipraz. The results showed that the clinically known toxic effects of AFB are related to this molecule's strong binding affinity for key proteins involved in cell apoptosis, hormone metabolism, immune suppression, and digestive organ function. In addition, virtual binding assay indicated that Oltipraz neutralizes the toxicity of AFB by inhibiting its biotransformation enzymes. In conclusion, the technique of reverse docking may be used to identify the specific targets of AFB and Oltipraz, and our findings could significantly accelerate the mechanistic studies of the two molecules and provide guidance for the development of anti-AFB drugs.
基金National Key Research and Development Project(Grant No.2019YFC1708900)the National Natural Science Foundation of China(Grant No.81872730+6 种基金8167327921772005)National Major Scientific and Technological Special Project for Significant New Drugs Development(Grant No.2018ZX09735001-0032019ZX09201005-0012019ZX09204-001)Beijing Natural Science Foundation(Grant No.72020887172118)。
文摘As a powerful tool for target prediction,reverse docking remains largely unexplored.The objective evaluation of reverse docking software can help us know better about the strength and weakness of these tools,hence guiding us in target prediction.In the present study,we evaluated the target prediction power of Glide(SP)against general inhibitors and selective inhibitors.The results showed that the scoring tendency could be different for each ligand,and overall scoring sampling was necessary for a better understanding of the docking score for a certain protein-ligand pair.Besides,the input conformation of the binding pocket could affect the docking result.Glide(SP)showed a preferable performance on the target prediction of the general inhibitors.However,the accuracy of the target prediction of the selective inhibitors was relatively low,indicating that Glide(SP)might not be capable for this task.The case study about COVID-19 proved that coagulation factor Xa might be a potential target of chloroquine.Therefore,we recommend the further development of reverse docking tools and rectification of inter-target scoring bias.
基金Supported by Heilongjiang Natural Science Foundation,No.LH2022H085 and H2016057Scientific Research Project of Heilongjiang Health Committee,No.2020-293.
文摘BACKGROUND New drugs are urgently needed for the treatment of liver cancer, a feat that could be feasibly accomplished by finding new therapeutic purposes for marketed drugs to save time and costs. As a new class of national anti-infective drugs, carrimycin(CAM) has strong activity against gram-positive bacteria and no cross resistance with similar drugs. Studies have shown that the components of CAM have anticancer effects.AIM To obtain a deeper understanding of CAM, its distribution, metabolism and antiinflammatory effects were assessed in the organs of mice, and its mechanism of action against liver cancer was predicted by a network pharmacology method.METHODS In this paper, the content of isovaleryl spiramycin Ⅲ was used as an index to assess the distribution and metabolism of CAM and its effect on inflammatory factors in various mouse tissues and organs. Reverse molecular docking technology was utilized to determine the target of CAM, identify each target protein based on disease type, and establish a target protein-disease type network to ascertain the effect of CAM in liver cancer. Then, the key action targets of CAM in liver cancer were screened by a network pharmacology method, and the core targets were verified by molecular docking and visual analyses.RESULTS The maximum CAM concentration was reached in the liver, kidney, lung and spleen 2.5 h after intragastric administration. In the intestine, the maximum drug concentration was reached 0.5 h after administration. In addition, CAM significantly reduced the interleukin-4(IL-4) levels in the lung and kidney and especially the liver and spleen;moreover, CAM significantly reduced the IL-1β levels in the spleen, liver, and kidney and particularly the small intestine and lung. CAM is predicted to regulate related pathways by acting on many targets,such as albumin, estrogen receptor 1, epidermal growth factor receptor and caspase 3, to treat cancer, inflammation and other diseases.CONCLUSION We determined that CAM inhibited inflammation. We also predicted the complex multitargeted effects of CAM that involve multiple pathways and the diversity of these effects in the treatment of liver cancer, which provides a basis and direction for further clinical research.
基金supported by the Professor of Chang Jiang Scholars Program,NSFC(81520108030,21472238)Shanghai Engineering Research Center for the Preparation of Bioactive Natural Products(16DZ2280200)+2 种基金the Scientific Foundation of Shanghai China(13401900103,13401900101)the National Key Research and Development Program of China(2017YFC1700200)and the Project of Qinghai Science and Technology Department(2016‑ZJ‑Y01,2018‑ZJ‑948Q)
文摘Objective: To investigate the network pharmacology of Shexiang Baoxin pill(SBP) and systematically analyze the mechanisms of SBP.Methods: In this study, we excavated all the targets of 26 constituents of SBP which were identified in rat plasma though literature mining and target calculation(reverse docking and similarity search) and analyzed the multiple pharmacology actions of SBP comprehensively through a network pharmacology approach.Results: In the end, a total of 330 Homo sapiens targets were identified for 26 blood constituents of SBP.Moreover, the pathway enrichment analysis found that these targets mapped into 171 KEGG pathways and 31 of which were more enriched.Among these identified pathways, 3 pathways were selected for analyzing the mechanisms of SBP for treating coronary heart disease.Conclusion: This study systematically illustrated the mechanisms of the SBP by analyzing the corresponding "drug-target-pathway-disease" interaction network.
基金supported by National Natural Science Foundation of China(No.81973171)Postgraduate Research&Practice Innovation Program of Jiangsu Province(Nos.KYCX20J561,SJCX200533).
文摘Natural product bufotenine(5)which could be isolated from Venenum Bufonis,has been widely used as a tool in central nervous system(CNS)studies.We present here its quaternary ammonium salt(6)which was synthesized with high yields using 5-benzyloxyindole as raw materials,and we firstly discover its analgesic effects in vivo.The analgesic evaluation showed that compounds 5 and 6 had stronger effects on the behavior of formalin induced pain in mice.Moreover,the combination of compound 6 and morphine has a synergistic effect.We intended to explain the molecular mechanism of this effect.Therefore,36 analgesic-related targets(including 15 G protein-coupled receptors,6 enzymes,13 ion channels,and 2 others)were systemically evaluated using reverse docking.The results indicate that bufotenine and its derivatives are closely related to acetyl cholinesterase(AChE)orα_(4)β_(2) nicotinic acetylcholine receptor(nAChR).This study provides practitioners a new insight of analgesic effects.