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Li Y, Zhu H, Yang J, Ke K, Zhu Y, Chen L, Qu Y, Suo R, Chen X, Zhu Y. Correction to "Discovering Proangiogenic Drugs in Ischemic Stroke Based on the Relationship between Protein Domain and Drug Substructure". ACS Chem Neurosci 2022; 13:2236-2237. [PMID: 35802870 DOI: 10.1021/acschemneuro.2c00341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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2
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He J, Bao S, Deng J, Li Q, Ma S, Liu Y, Cui Y, Zhu Y, Wei X, Ding X, Ke K, Chen C. A chromosome-level genome assembly of Artocarpus nanchuanensis (Moraceae), an extremely endangered fruit tree. Gigascience 2022; 11:6608506. [PMID: 35701376 PMCID: PMC9197682 DOI: 10.1093/gigascience/giac042] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 10/31/2021] [Accepted: 03/29/2022] [Indexed: 12/30/2022] Open
Abstract
Artocarpus nanchuanensis (Moraceae), which is naturally distributed in China, is a representative and extremely endangered tree species. In this study, we obtained a high-quality chromosome-scale genome assembly and annotation information for A. nanchuanensis using integrated approaches, including Illumina, Nanopore sequencing platform, and Hi-C. A total of 128.71 Gb of raw Nanopore reads were generated from 20-kb libraries, and 123.38 Gb of clean reads were obtained after filtration with 160.34× coverage depth and a 17.48-kb average read length. The final assembled A. nanchuanensis genome was 769.44 Mb with a 2.09 Mb contig N50, and 99.62% (766.50 Mb) of the assembled data was assigned to 28 pseudochromosomes. In total, 39,596 genes (95.10%, 39,596/41,636) were successfully annotated, and 129 metabolic pathways were detected. Plants disease resistance/insect resistance genes, plant–pathogen interaction metabolic pathways, and abundant biosynthesis pathways of vitamins, flavonoid, and gingerol were detected. Unigene reveals the basis of species-specific functions, and gene family in contraction and expansion generally implies strong functional differences in the evolution. Compared with other related species, a total of 512 unigenes, 309 gene families in contraction, and 559 gene families in expansion were detected in A. nanchuanensis. This A. nanchuanensis genome information provides an important resource to expand our understanding of the unique biological processes, nutritional and medicinal benefits, and evolutionary relationship of this species. The study of gene function and metabolic pathway in A. nanchuanensis may reveal the theoretical basis of a special trait in A. nanchuanensis and promote the study and utilization of its rare medicinal value.
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Affiliation(s)
- Jiaoyu He
- Key Laboratory of Bio-Resources and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, P.R. China.,Chongqing Jinfo Shan Advanced Research Institute, Chongqing 408400, P.R. China.,Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Sichuan and Chongqing 408400, P.R. China
| | - Shanfei Bao
- Key Laboratory of Bio-Resources and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, P.R. China.,Chongqing Jinfo Shan Advanced Research Institute, Chongqing 408400, P.R. China.,Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Sichuan and Chongqing 408400, P.R. China
| | - Junhang Deng
- Key Laboratory of Bio-Resources and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, P.R. China.,Chongqing Jinfo Shan Advanced Research Institute, Chongqing 408400, P.R. China.,Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Sichuan and Chongqing 408400, P.R. China
| | - Qiufu Li
- Key Laboratory of Bio-Resources and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, P.R. China.,Chongqing Jinfo Shan Advanced Research Institute, Chongqing 408400, P.R. China.,Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Sichuan and Chongqing 408400, P.R. China
| | - Shiyu Ma
- Key Laboratory of Bio-Resources and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, P.R. China.,Chongqing Jinfo Shan Advanced Research Institute, Chongqing 408400, P.R. China.,Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Sichuan and Chongqing 408400, P.R. China
| | - Yiran Liu
- Key Laboratory of Bio-Resources and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, P.R. China.,Chongqing Jinfo Shan Advanced Research Institute, Chongqing 408400, P.R. China.,Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Sichuan and Chongqing 408400, P.R. China
| | - Yanru Cui
- Key Laboratory of Bio-Resources and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, P.R. China.,Chongqing Jinfo Shan Advanced Research Institute, Chongqing 408400, P.R. China.,Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Sichuan and Chongqing 408400, P.R. China
| | - Yuqi Zhu
- Key Laboratory of Bio-Resources and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, P.R. China.,Chongqing Jinfo Shan Advanced Research Institute, Chongqing 408400, P.R. China.,Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Sichuan and Chongqing 408400, P.R. China.,Wood Comprehensive Factory of Chengdu, Sichuan 610081, P.R. China
| | - Xia Wei
- Key Laboratory of Bio-Resources and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, P.R. China.,Chongqing Jinfo Shan Advanced Research Institute, Chongqing 408400, P.R. China.,Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Sichuan and Chongqing 408400, P.R. China
| | - Xianping Ding
- Key Laboratory of Bio-Resources and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610065, Sichuan, P.R. China.,Chongqing Jinfo Shan Advanced Research Institute, Chongqing 408400, P.R. China.,Bio-resource Research and Utilization Joint Key Laboratory of Sichuan and Chongqing, Sichuan and Chongqing 408400, P.R. China
| | - Kehui Ke
- Biomarker Technologies Corporation, Beijing 101300, China
| | - Chaojie Chen
- Biomarker Technologies Corporation, Beijing 101300, China
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Li Y, Zhu H, Yang J, Ke K, Zhu Y, Chen L, Qu Y, Suo R, Chen X, Zhu Y. Discovering Proangiogenic Drugs in Ischemic Stroke Based on the Relationship between Protein Domain and Drug Substructure. ACS Chem Neurosci 2019; 10:507-517. [PMID: 30346717 DOI: 10.1021/acschemneuro.8b00381] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
As an important protective mechanism against cerebral ischemia, angiogenesis has become a topic of interest in the treatment of ischemic stroke with the challenge that few drugs promote angiogenesis. Previous studies of the identification of drug-target interactions mainly focused on the overall structures of drugs and proteins, which limited the discovery of novel structure drugs. In this article, we proposed a new strategy for discovering proangiogenic drugs based on the assumption that drug-protein interaction is mediated by substructure and domain. First, we identified substructure-domain relationships according to the known drug-protein interactions and established the drug-substructure-domain-protein relationships of genes that are proangiogenic in brain tissue and expressed significantly during ischemic stroke. Then we quantified the intensity of interaction between each drug and each protein. Finally, we obtained 540 interactive relationships between 238 drugs and 54 genes, establishing a drug-gene network with two patterns of independent and complex drug-gene interactions. Both of the patterns facilitated finding not only drugs with the same overall structure but also drugs with a different overall structure based on the same or a similar protein spectrum. In addition, we analyzed the mechanism of action of each predicted drug and extracted drugs with similar mechanisms. In vitro, our results showed that azelnidipine, azilsartan, lercanidipine, nafcillin, and vortioxetine enhanced bEnd.3 cell proliferation, migration, tube formation, and the expression of angiogenic marker PCNA. Azelnidipine, azilsartan, lercanidipine, and nafcillin increased the level of expression of proangiogenic factor VEGF. Unlike previous studies focusing on the overall structures of drugs, our research highlighted local structural similarity, which has great potential in the search for more proangiogenic drugs with novel structures.
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Affiliation(s)
- Yunong Li
- Department of Neurology, Second Affiliated Hospital of Harbin Medical University, Harbin 150001, Heilongjiang, China
| | - Haixia Zhu
- Department of Pharmacology, Harbin Medical University, Harbin 150001, Heilongjiang, China
| | - Jingbo Yang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150001, Heilongjiang, China
| | - Kehui Ke
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150001, Heilongjiang, China
| | - Yanmei Zhu
- Department of Neurology, Second Affiliated Hospital of Harbin Medical University, Harbin 150001, Heilongjiang, China
| | - Li Chen
- Department of Neurology, Second Affiliated Hospital of Harbin Medical University, Harbin 150001, Heilongjiang, China
| | - Youyang Qu
- Department of Neurology, Second Affiliated Hospital of Harbin Medical University, Harbin 150001, Heilongjiang, China
| | - Rui Suo
- Department of Neurology, Second Affiliated Hospital of Harbin Medical University, Harbin 150001, Heilongjiang, China
| | - Xiujie Chen
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150001, Heilongjiang, China
| | - Yulan Zhu
- Department of Neurology, Second Affiliated Hospital of Harbin Medical University, Harbin 150001, Heilongjiang, China
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Zhang D, Liu L, Pang L, Jin Q, Ke K, Hu M, Yang J, Ma W, Xie H, Chen X. Biological evaluation and energetic analyses of novel GSK‐3
β
inhibitors. J Cell Biochem 2017; 119:3510-3518. [DOI: 10.1002/jcb.26522] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Accepted: 11/10/2017] [Indexed: 11/09/2022]
Affiliation(s)
- Denan Zhang
- Department of PharmacogenomicsCollege of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinP. R. China
| | - Lei Liu
- Department of PharmacogenomicsCollege of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinP. R. China
| | - Lin Pang
- Department of PharmacogenomicsCollege of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinP. R. China
| | - Qing Jin
- Department of PharmacogenomicsCollege of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinP. R. China
| | - Kehui Ke
- Department of PharmacogenomicsCollege of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinP. R. China
| | - Ming Hu
- Department of PharmacogenomicsCollege of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinP. R. China
| | - Jingbo Yang
- Department of PharmacogenomicsCollege of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinP. R. China
| | - Weifang Ma
- Department of PharmacogenomicsCollege of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinP. R. China
| | - Hongbo Xie
- Department of PharmacogenomicsCollege of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinP. R. China
| | - Xiujie Chen
- Department of PharmacogenomicsCollege of Bioinformatics Science and TechnologyHarbin Medical UniversityHarbinP. R. China
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Xie H, Zeng D, Chen X, Huo D, Liu L, Zhang D, Jin Q, Ke K, Hu M. Prediction on the risk population of idiosyncratic adverse reactions based on molecular docking with mutant proteins. Oncotarget 2017; 8:95568-95576. [PMID: 29221149 PMCID: PMC5707043 DOI: 10.18632/oncotarget.21509] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Accepted: 09/20/2017] [Indexed: 01/11/2023] Open
Abstract
Idiosyncratic adverse drug reactions are drug reactions that occur rarely and unpredictably among the population. These reactions often occur after a drug is marketed, which means that they are strongly related to the genotype of the population. The prediction of such adverse reactions is a major challenge because of the lack of appropriate test models during the drug development process. In this study, we chose withdrawn drugs because the reasons why they were withdrawn and from which countries or regions is easily obtained. We selected Dilevalol and its chiral drug (Labetalol) as the investigatory drugs, as they have been withdrawn from a European market (Britain) because of serious hepatotoxicity. First, we searched for and obtained the Dilevalol-induced- liver-injury related protein, multidrug resistance protein 1 (MDR1), from the Comparative Toxicogenomics Database (CTD). Then, we searched and extracted 477 non-synonymous single nucleotide polymorphisms (nsSNP) on MDR1 in the dbSNP database. Second, we used the VarMod tool to predict the functional changes of MDR1 induced by these nsSNPs, from which we extracted the nsSNPs that significantly change the functions of this protein. Third, we built the three-dimensional structures of those variant proteins and used AutoDock to perform a docking study, choosing the best model to determine the sites of nsSNPs. Finally, we used the data from the 1000 Genomes Project to verify the dominant population distribution of the risk SNP. We applied the same strategy to the post-marketing drug-induced liver injury drugs to further test the feasibility of our method.
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Affiliation(s)
- Hongbo Xie
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150081, PR China
| | - Diheng Zeng
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150081, PR China
| | - Xiujie Chen
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150081, PR China
| | - Diwei Huo
- The 2nd Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150081, PR China
| | - Lei Liu
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150081, PR China
| | - Denan Zhang
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150081, PR China
| | - Qing Jin
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150081, PR China
| | - Kehui Ke
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150081, PR China
| | - Ming Hu
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150081, PR China
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Xie H, Wen H, Zhang D, Liu L, Liu B, Liu Q, Jin Q, Ke K, Hu M, Chen X. Designing of dual inhibitors for GSK-3β and CDK5: Virtual screening and in vitro biological activities study. Oncotarget 2017; 8:18118-18128. [PMID: 28179579 PMCID: PMC5392312 DOI: 10.18632/oncotarget.15085] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Accepted: 01/11/2017] [Indexed: 01/25/2023] Open
Abstract
Alzheimer's disease is a multifactorial neurodegenerative disorder with many drug targets contributing to its etiology. Despite the devastating effects of this disease, therapeutic methods for treating Alzheimer's disease remain limited. The multifactorial nature of Alzheimer's disease strongly supports a multi-target rationale as a drug design strategy. Glycogen synthase kinase-3 beta and cyclin-dependent kinase 5 have been identified as being involved in the pathological hyperphosphorylation of tau proteins, which leads to the formation of neurofibrillary tangles and causes Alzheimer's disease. In this study, using a molecular docking method to screen a virtual library, we discovered molecules that can simultaneously inhibit Glycogen synthase kinase-3 beta and cyclin-dependent kinase 5 as lead compounds for the treatment of Alzheimer's disease. The docking results revealed the key residues in the substrate binding sites of both Glycogen synthase kinase-3 beta and cyclin-dependent kinase 5. A receiver operating characteristic curve indicated that the docking model consistently and selectively scored the majority of active compounds above decoys. The pre-treatment of cells with screened compounds protected them against Aβ25-35- induced cell death by up to 80%. Collectively, these findings suggest that some compounds have potential to be promising multifunctional agents for Alzheimer's disease treatment.
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Affiliation(s)
- Hongbo Xie
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150086, P. R. China
| | - Haixia Wen
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150086, P. R. China.,Department of Physiology, Harbin Medical University, Harbin 150086, P. R. China
| | - Denan Zhang
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150086, P. R. China
| | - Lei Liu
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150086, P. R. China
| | - Bo Liu
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150086, P. R. China
| | - Qiuqi Liu
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150086, P. R. China
| | - Qing Jin
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150086, P. R. China
| | - Kehui Ke
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150086, P. R. China
| | - Ming Hu
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150086, P. R. China
| | - Xiujie Chen
- Department of Pharmacogenomics, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150086, P. R. China
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Zhang Q, Zhang J, Jiang C, Qin J, Ke K, Ding F. Involvement of ERK1/2 pathway in neuroprotective effects of pyrroloquinoline quinine against rotenone-induced SH-SY5Y cell injury. Neuroscience 2014; 270:183-91. [DOI: 10.1016/j.neuroscience.2014.04.022] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2014] [Revised: 04/04/2014] [Accepted: 04/08/2014] [Indexed: 11/29/2022]
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Kim WK, Ke K, Sul OJ, Kim HJ, Kim SH, Lee MH, Kim HJ, Kim SY, Chung HT, Choi HS. Curcumin protects against ovariectomy-induced bone loss and decreases osteoclastogenesis. J Cell Biochem 2012; 112:3159-66. [PMID: 21732406 DOI: 10.1002/jcb.23242] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Curcumin has anti-oxidative activity. In view of the increasing evidence for a biochemical link between increased oxidative stress and reduced bone density we hypothesized that curcumin might increase bone density by elevating antioxidant activity in some target cell type. We measured bone density by Micro-CT, enzyme expression levels by quantitative PCR or enzyme activity, and osteoclast (OC) formation by tartrate-resistant acid phosphatase staining. The bone mineral density of the femurs of curcumin-administered mice was significantly higher than that of vehicle-treated mice after ovariectomy (OVX) and this was accompanied by reduced amounts of serum collagen-type I fragments, which are markers of bone resorption. Curcumin suppressed OC formation by increasing receptor activator of nuclear factor-κB ligand (RANKL)-induced glutathione peroxidase-1, and reversed the stimulatory effect of homocysteine, a known H(2) O(2) generator, on OC formation by restoring Gpx activity. Curcumin generated an aberrant RANKL signal characterized by reduced expression of nuclear factor of activated T cells 2 (NFAT2) and attenuated activation of mitogen-activated protein kinases (ERK, JNK, and p38). Curcumin thus inhibited OVX-induced bone loss, at least in part by reducing osteoclastogenesis as a result of increased antioxidant activity and impaired RANKL signaling. These findings suggest that bone loss associated with estrogen deficiency could be attenuated by curcumin administration.
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Affiliation(s)
- W K Kim
- Department of Biological Sciences (BK21 Program), University of Ulsan, Ulsan 680-749, Korea
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