1.Diffusion-based generative drug-like molecular editing with chemical natural language.
Jianmin WANG ; Peng ZHOU ; Zixu WANG ; Wei LONG ; Yangyang CHEN ; Kyoung Tai NO ; Dongsheng OUYANG ; Jiashun MAO ; Xiangxiang ZENG
Journal of Pharmaceutical Analysis 2025;15(6):101137-101137
Recently, diffusion models have emerged as a promising paradigm for molecular design and optimization. However, most diffusion-based molecular generative models focus on modeling 2D graphs or 3D geometries, with limited research on molecular sequence diffusion models. The International Union of Pure and Applied Chemistry (IUPAC) names are more akin to chemical natural language than the Simplified Molecular Input Line Entry System (SMILES) for organic compounds. In this work, we apply an IUPAC-guided conditional diffusion model to facilitate molecular editing from chemical natural language to chemical language (SMILES) and explore whether the pre-trained generative performance of diffusion models can be transferred to chemical natural language. We propose DiffIUPAC, a controllable molecular editing diffusion model that converts IUPAC names to SMILES strings. Evaluation results demonstrate that our model outperforms existing methods and successfully captures the semantic rules of both chemical languages. Chemical space and scaffold analysis show that the model can generate similar compounds with diverse scaffolds within the specified constraints. Additionally, to illustrate the model's applicability in drug design, we conducted case studies in functional group editing, analogue design and linker design.
2.Value of atherosclerotic index of plasma in predicting risk of coronary heart disease in patients with nonalcoholic fatty liver disease
Shumin YUAN ; Xiaofang OUYANG ; Hao QIN ; Dongsheng LI ; Ting ZHAN ; Meng LIU ; Zheng HAN ; Xia TIAN
Journal of Clinical Medicine in Practice 2025;29(11):55-60
Objective To investigate the predictive value of atherosclerotic index of plasma(AIP)for the risk of coronary heart disease(CHD)in patients with nonalcoholic fatty liver disease(NAFLD).Methods A retrospective analysis was conducted in 299 patients with NAFLD.Based on presence or absence of CHD,the patients were divided into NAFLD with CHD group(n=177)and NAFLD group(n=122).Clinical data were collected from both groups,and AIP was calculat-ed.Multivariate Logistic regression analysis was performed to explore the independent risk factors for CHD in patients with NAFLD.Receiver operating characteristic(ROC)curves were plotted to evalu-ate the predictive value of AIP for the risk of CHD in patients with NAFLD.Results The NAFLD with CHD group had a higher proportion of males,smokers,and higher levels of alanine aminotrans-ferase(ALT),aspartate aminotransferase(AST),fasting plasma glucose(FPG),triglycerides(TG),low-density lipoprotein cholesterol(LDL-C),γ-glutamyltransferase(GGT),uric acid(UA),and AIP than the NAFLD group.The NAFLD with CHD group also had lower levels of high-density lipoprotein cholesterol(HDL-C)than the NAFLD group(P<0.05).Multivariate Logistic regression analysis revealed that males(OR=2.548,95%CI,1.402 to 4.632,P=0.002),high levels of AST(OR=1.038,95%CI,1.002 to 1.077,P=0.041),high levels of LDL-C(OR=1.811,95%CI,1.242 to 2.640,P=0.002),and high AIP(OR=16.117,95%CI,1.874 to 138.609,P=0.011)were independent risk factors for CHD in patients with NAFLD(P<0.05).ROC curve analysis showed that AIP had an area under the curve of 0.746(95%CI,0.688 to 0.804)for pre-dicting CHD in patients with NAFLD,with a sensitivity of 76.3%and a specificity of 73.0%.Conclusion AIP is an independent influencing factor for CHD in patients with NAFLD and has certain predictive value for the risk of CHD in these patients.
3.Eucommia lignans alleviate the progression of diabetic nephropathy through mediating the AR/Nrf2/HO-1/AMPK axis in vivo and in vitro.
Qi HUANG ; Yinfan ZHANG ; Yueping JIANG ; Ling HUANG ; Qiong LIU ; Dongsheng OUYANG
Chinese Journal of Natural Medicines (English Ed.) 2023;21(7):516-526
Lignans derived from Eucommia ulmoides Oliver (Eucommia lignans) inhibit the progression of inflammatory diseases, while their effect on the progression of diabetic nephropathy (DN) remained unclear. This work was designed to assess the function of Eucommia lignans in DN. The major constituents of Eucommia lignans were analyzed by UPLC-Q-TOF-MS/MS. The binding between Eucommia lignans and aldose reductase (AR) was predicted by molecular docking. Eucommia lignans (200, 100, and 50 mg·kg-1) were used in model animals to evaluate their renal function changes. Rat glomerular mesangial cells (HBZY-1) were transfected with sh-AR, sh-AMPK, and oe-AR in the presence of high glucose (HG) or HG combined with Eucommia lignans to evaluate whether Eucommia lignans affected HG-induced cell injury and mitochondrial dysfunction through the AR/Nrf2/HO-1/AMPK axis. Eucommia lignans significantly attenuated the progression of DN in vivo. Eucommia lignans notably reversed HG-induced upregulation of inflammatory cytokines and mitochondrial injury, while downregulating the levels of Cyto c, caspase 9, AR, and NOX4 in HBZY-1 cells. In contrast, HG-induced downregulation of Nrf2, HO-1 and p-AMPKα levels were abolished by Eucommia lignans. Meanwhile, knockdown of AR exerted similar therapeutic effect of Eucommia lignans on DN progression, and AR overexpression reversed the effect of Eucommia lignans. Eucommia lignans alleviated renal injury through the AR/Nrf2/HO-1/AMPK axis. Thus, these findings might provide evidence for the use of Eucommia lignans in treating DN.
Animals
;
Rats
;
AMP-Activated Protein Kinases/genetics*
;
Diabetes Mellitus
;
Diabetic Nephropathies/prevention & control*
;
Eucommiaceae/metabolism*
;
Lignans/therapeutic use*
;
Molecular Docking Simulation
;
NF-E2-Related Factor 2/metabolism*
;
Tandem Mass Spectrometry
4.Progress in study on the association between HLA genetic variation and adverse drug reactions.
Yating LIU ; Xiangchang ZENG ; Dongsheng OUYANG
Journal of Central South University(Medical Sciences) 2021;46(4):404-413
The human leukocyte antigen (HLA) molecules encoded within the human major histocompatibility complex are a group of highly conserved cell surface proteins, which are related to antigen recognition. HLA genes display a high degree of genetic polymorphism, which is the basis of individual differences in immunity. Specific HLA genotypes have been highly associated with typical adverse drug reactions. HLA-A*31:01 and HLA-B*15:02 are associated with carbamazepine-induced severe cutaneous adverse reactions, HLA-B*57:01 is related to abacavir-induced drug-induced hypersensitivity syndrome and flucloxacillin/pazopanib-induced drug-induced liver injury, while HLA-B*35:01 is a potential biomarker for predicting polygonum multiflorum-induced liver injury. It is not clear how small drug molecules to interact with HLA molecules and T cell receptors (TCR). There are four mechanistic hypotheses, including the hapten/prohapten theory, the pharmacological interaction concept, the altered peptide repertoire model, and the altered TCR repertoire model.
Drug-Related Side Effects and Adverse Reactions/genetics*
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Genotype
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HLA Antigens/genetics*
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Humans
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Polymorphism, Genetic
5. Bioequivalence of solifenacin succinate tablets in healthy Chinese volunteers
Hui WANG ; Chang CUI ; Shuang YANG ; An YAO ; Shuting WU ; Xiaoyan YANG ; Ling YE ; Guoping YANG ; Jie HUANG ; Hui WANG ; Chang CUI ; Shuang YANG ; An YAO ; Shuting WU ; Xiaoyan YANG ; Ling YE ; Guoping YANG ; Jie HUANG ; Zhi ZOU ; Zhi TANG ; Dongsheng OUYANG
Chinese Journal of Clinical Pharmacology and Therapeutics 2021;26(3):299-304
AIM: To evaluate the bioequivalence of the test and reference preparations of solifenacin succinate tablets administered once orally under fasting and fed conditions in Chinese healthy volunteers. METHODS: The study was designed as single-center, randomized, open, self-crossover and twenty four healthy volunteers were recruited respectively in fasting and fed conditions. Subjects were assigned to receive a single oral of the test or reference formulation per period at a dose of 10 mg. The plasma concentration of solifenacin was analyzed by LC-MS/MS. The major pharmacokinetic parameters were calculated by WinNonlin 7.0, then the bioequivalence was evaluated.RESULTS: The main pharmacokinetic parameters of a single oral solifenacin succinate under fasting condition for test and reference preparation were as follows: C
6. Development of quantitative analysis methods of Rituximab and it's biosimilar in biological samples
Liping HOU ; Yuyang YAN ; Li LI ; Dongsheng OUYANG ; Liping HOU ; Yuyang YAN ; Li LI ; Jianbo YANG ; Dongsheng OUYANG ; Jianbo YANG ; Jianbo YANG ; Dongsheng OUYANG
Chinese Journal of Clinical Pharmacology and Therapeutics 2021;26(1):98-104
Rituximab is the main monoclonal antibody for targeted therapy currently. With more rituximab biosimilars appearing and clinical evaluation need increasing, it is crucial to develop rapid and effective quantitative methods to determine the rituximab blood concentration in biological matrices for drug metabolism and pharmacokinetics (DMPK) analysis. This article reviewed the application of ligand binding method (LBA), liquid chromatography-tandem mass spectrometry (LC-MS/MS) and emerging quantitative technology to detect the blood concentration of Rituximab, which may provide valuable information for the analysts and testers when developing quantitative methods for rituximab and its biosimilars.
7.Expression of miR-21, miR-221, and miR-222 in exosomes of CAL27 tongue squamous cell carcinoma cells
HUANG Wenxi ; OUYANG Ying ; WEI Changbo ; YU Dongsheng
Journal of Prevention and Treatment for Stomatological Diseases 2018;26(4):222-226
Objective:
To assess the expression of miR-21, miR-221, and miR-222 in exosomes of CAL27 tongue squamous cell carcinoma cells.
Methods :
CAL27 tongue squamous cell carcinoma cells and normal human oral keratinocytes (HOKs) were cultured, and then, the cultured supernatant was collected to separate the exosomes. Exosomes were detected by electron microscopy, and the expression levels of miR-21, miR-221, and miR-222 in the exosomes of tongue cancer cells were measured by qRT-PCR.
Results:
Exosomes existed in the cultured supernatants of CAL27 cells and HOKs. Additionally, the expression levels of miR-21, miR-221, and miR-222 in the exosomes of CAL27 cells were significantly enhanced compared with those in the HOK exosomes (P < 0.05).
Conclusion
The expression levels of miR-21, miR-221, and miR-222 were markedly enhanced in the exosomes of CAL27 tongue squamous cell carcinoma cells.
8.Investigation and research of physics technique and quality assurance for radiotherapy in east guangdong province
Xun PENG ; Baotian HUANG ; Zhihua LIU ; Xuanyi YU ; Qi KE ; Jingbin CHEN ; Dan OUYANG ; Tianbin MA ; Dongsheng GAO ; Zhixiong LIN ; Xiaowu DENG
Chinese Journal of Radiation Oncology 2018;27(4):343-347
Objective To investigate the physics technique and quality assurance (QA) during radiotherapy in the institutions from the East Guangdong province,aiming to provide reference for the construction of radiotherapy discipline and rational allocation of resources in the primary hospitals from the eastern Guangdong province.Methods From March 15 to May 20,2016,the general conditions,radiotherapy equipment,available technique and quality assurance (QA) in the medical institutions from eastern Guangdong were investigated and analyzed by online combined with on-spot surgery.Results There were 8 institutions which provided radiotherapy with 966 ward beds,a daily capacity of 632 patients and 222 radiotherapy practitioners.Radiotherapy equipment included 12 linear accelerators,5 after-loading devices,1γ-knife,8 CT simulators and 9 radiotherapy planning systems.Five institutions performed IMRT/VMAT,IGRT and ART.Dose verification was performed before precision radiotherapy delivery in all institutions except for 1 center.QA procedures were missing for the linear accelerators,CT simulators and after-loading devices.Short-term advanced studies and hand-by-hand teaching were the main approaches for staff professional training.Conclusions The resource allocation for radiotherapy in the medical centers from the eastern Guangdong province is scarce.The technique and QC levels greatly differ among different institutions.Standard QA protocols are urgently to be established and implemented.Extensive attentions should be paid to the the professional training for technicians.
9.Expression and spatial distribution of P2X7 receptor in pilocarpine-induced epileptic rat hippocampus
Xiangchang ZENG ; Lulu CHEN ; Luping ZHOU ; Wei LUO ; Kai HU ; Dongsheng OUYANG
Journal of Central South University(Medical Sciences) 2017;42(9):997-1002
Objective:To investigate the dynamic expression and spatial distribution of P2X7 receptor in pilocarpine-induced epileptic rat hippocampus.Methods:Status epilepticus (SE) model of rats was established by intraperitoneal injection with chloride lithium and pilocarpine.Rat brain tissue and hippocampus were collected at 1,3,7,14,28 days after SE.The protein expression of P2X7 receptor in rat hippocampus was detected by Western blot.The distribution of P2X7 receptor in hippocampal sub-region was analyzed by immunohistochemistry.Results:Bilateral forelimb clonus appeared at (33.9±12.3 min after intraperitoneal injection with pilocarpine.The protein expression of P2X7 receptor was increased at 1d after SE,while it was decreased gradually from 3 d to minimum at 7 d,then it was elevated continuously to 28 d.Among them,the expression of P2X7 receptor was increased significantly at 1,14 and 28 d post-SE (P<0.05).Immunohistochemical staining showed that P2X7 receptor was detected in all areas.The expression pattern of P2X7 receptor in hippocampal DG and CA3 area was consistent with protein expression,but its expression in hippocampal CA1 area was not significantly changed after SE.Conclusion:The expression of P2X7 receptor in post-SE hippocampus is in a time-dependent manner and spatial specificity.P2X7 receptor might be involved in the development of chronic epilepsy.
10.Targets of anti-hyperlipidemia drugs.
Hui LI ; Xian JING ; Xiaolan DENG ; Dongsheng OUYANG
Journal of Central South University(Medical Sciences) 2013;38(1):101-108
Hyperlipidemia is one of the most important risk factors for atherosclerosis, coronary heart disease and other cardiovascular diseases. It is the main effect of lipid-lowering drugs to reduce the plasma low-density lipoprotein or to enhance high-density lipoprotein. Niemann-Pick C1 like 1 protein (NPC1L1), acyl-coenzyme A: cholesterol acyltransferases (ACAT), ATP binding cassette transporter G member 5 and member 8 (ABCG5/G8), microsomal triglyceride transfer protein (MTP), monoacylglycerol acyltransferase, diacylglycerol acyltransferases (MAGT), peroxisome proliferator-activated receptor (PPAR), farnesoid X receptor (FXR), and proprotein convertase subtilisin/kexin type 9 (PCSK9) play key roles in the metabolism of lipid, which are regarded as the targets of anti-hyperlipidemia drugs and evidence for clinic choice of lipid-lowering drugs. These proteins are considered as breakthrough points for new lipid-lowering drug development.
Binding Sites
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Humans
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Hyperlipidemias
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drug therapy
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Hypolipidemic Agents
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pharmacology
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therapeutic use
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Lipid Metabolism
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drug effects
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Receptors, Cytoplasmic and Nuclear
;
drug effects


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