Please wait a minute...
浙江大学学报(医学版)  2022, Vol. 51 Issue (1): 62-72    DOI: 10.3724/zdxbyxb-2021-0230
中药现代化     
基于网络药理学和分子对接技术探讨雷公藤卵巢毒性的机制
王志强1,2,宫彩霞3,李振彬1,2,*()
1.中国人民解放军联勤保障部队第九八〇医院风湿免疫科,河北 石家庄 050082
2.南京中医药大学第一临床医学院,江苏 南京 210023
3.石家庄平安医院肾脏病科,河北 石家庄 050012
Molecular mechanism of ovarian toxicity of Tripterygium wilfordii Hook.F.: a study based on network pharmacology and molecular docking
WANG Zhiqiang1,2,GONG Caixia3,LI Zhenbin1,2,*()
1. Department of Rheumatology and Clinical Immunology, the 980th Hospital of the Joint Logistic Support Force of the People’s Liberation Army, Shijiazhuang 050082, China;
2. First Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing 210023, China;
3. Department of Nephrology, Shijiazhuang Ping’an Hospital, Shijiazhuang 050012, China
 全文: PDF(6936 KB)   HTML( 5 )
摘要:

目的:通过网络药理学和分子对接技术探讨雷公藤卵巢毒性的作用机制。方法:通过中药系统药理数据库及分析平台(TCMSP)和比较毒理基因组学数据库(CTD)收集雷公藤的候选毒性化合物和靶点,从CTD中获得雷公藤潜在的卵巢毒性靶点,并利用STRING数据库对雷公藤卵巢毒性的靶点基因进行分析。用Cytoscape软件构建蛋白质-蛋白质相互作用(PPI)网络,用cytoHubba插件鉴定核心基因。此外,利用R软件对雷公藤卵巢毒性的靶点基因进行基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析。最后,使用Discovery Studio软件对核心毒性化合物和核心基因进行分子对接验证。结果:共获得9个雷公藤候选毒性化合物和56个潜在的卵巢毒性靶点。网络分析结果,雷公藤甲素、山柰酚和雷公藤红素是雷公藤的关键卵巢毒性化合物,核心卵巢毒性基因包括TP53MYCPTENMAPK3MTORSTAT3EGFRKRASCDH1AKT1。GO和KEGG分析显示,雷公藤通过氧化应激、生殖系统发育和功能、细胞周期调节、对内源性激素和外源性刺激的反应、细胞凋亡调节、衰老等途径引起卵巢毒性。分子对接研究显示,雷公藤的3个关键卵巢毒性化合物可与10个核心基因的对接口袋相匹配。结论:雷公藤可能通过作用于10个核心基因和140条信号通路而导致卵巢毒性。

关键词: 雷公藤卵巢毒性网络药理学靶点通路    
Abstract:

Objective: To explore the mechanism of ovarian toxicity of Tripterygium wilfordii Hook. F. (TwHF) by network pharmacology and molecular docking. Methods: The candidate toxic compounds and targets of TwHF were collected by the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform (TCMSP) and the Comparative Toxicogenomics Database (CTD). Then, the potential ovarian toxic targets were obtained from CTD, and the target genes of ovarian toxicity of TwHF were analyzed using the STRING database. The protein-protein interaction (PPI) network was established by Cytoscape and analyzed by the cytoHubba plug-in to identify hub genes. Additionally, the target genes of ovarian toxicity of TwHF were subjected to Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses by using the R software. Finally, Discovery Studio software was used for molecular docking verification of the core toxic compounds and the hub genes. Results: Nine candidate toxic compounds of TwHF and 56 potential ovarian toxic targets were identified in this study. Further network analysis showed that the core ovarian toxic compounds of TwHF were triptolide, kaempferol and tripterine, and the hub ovarian toxic genes included TP53, MYC, PTEN, MAPK3, MTOR, STAT3, EGFR, KRAS, CDH1 and AKT1. Besides, the GO and KEGG analysis indicated that TwHF caused ovarian toxicity through oxidative stress, reproductive system development and function, regulation of cell cycle, response to endogenous hormones and exogenous stimuli, apoptosis regulation and aging. The docking studies suggested that 3 core ovarian toxic compounds of TwHF were able to fit in the binding pocket of the 10 hub genes. Conclusion: TwHF may cause ovarian toxicity by acting on 10 hub genes and 140 signaling pathways.

Key words: Tripterygium wilfordii Hook.F.    Ovarian toxicity    Network pharmacology    Target    Pathway
收稿日期: 2021-08-08 出版日期: 2022-05-17
CLC:  R285.5  
基金资助: 国家自然科学基金(81873301)
通讯作者: 李振彬     E-mail: lizb1962@126.com
服务  
把本文推荐给朋友
加入引用管理器
E-mail Alert
RSS
作者相关文章  
王志强
宫彩霞
李振彬

引用本文:

王志强,宫彩霞,李振彬. 基于网络药理学和分子对接技术探讨雷公藤卵巢毒性的机制[J]. 浙江大学学报(医学版), 2022, 51(1): 62-72.

WANG Zhiqiang,GONG Caixia,LI Zhenbin. Molecular mechanism of ovarian toxicity of Tripterygium wilfordii Hook.F.: a study based on network pharmacology and molecular docking. J Zhejiang Univ (Med Sci), 2022, 51(1): 62-72.

链接本文:

https://www.zjujournals.com/med/CN/10.3724/zdxbyxb-2021-0230        https://www.zjujournals.com/med/CN/Y2022/V51/I1/62

化合物

化学结构式

CAS编号

相对分子质量

口服生物利用度(%)

类药性

靶点数

β-谷甾醇(β-sitosterol)

83-46-5

414.79

36.91

0.75

20

山柰酚(kaempferol)

520-18-3

286.25

41.88

0.24

174

豆甾醇(stigmasterol)

83-48-7

412.77

43.83

0.76

42

雷公藤红素(tripterine 或celastrol)

34157-83-0

450.67

17.84

0.78

162

雷公藤甲素(triptolide)

38748-32-2

360.44

51.29

0.68

575

雷公藤氯内酯醇(tripchlorolide)

132368-08-2

396.90

78.72

0.72

7

异黄腐醇(isoxanthohumol)

521-48-2

354.43

56.81

0.39

3

雷公藤内酯酮(triptonide)

38647-11-9

358.42

68.45

0.68

10

川陈皮素(nobiletin)

478-01-3

402.43

61.67

0.52

34

表 1  雷公藤候选毒性化合物及对应靶点数
图 1  雷公藤毒性化合物–卵巢毒性靶点网络绿色六边形表示活性化合物,红色圆形表示靶点.
图 2  雷公藤卵巢毒性靶点的蛋白质–蛋白质相互作用网络节点的颜色和大小按照度值由高到低的顺序依次由红到黄、由大到小标示.

基因名称

蛋白质名称

UniProt ID

度值

最大团中心性

生物体

TP53

P53蛋白

P04637

41

648364160437

智人

MYC

MYC蛋白

P01106

35

648364038744

智人

PTEN

PTEN蛋白

P60484

32

648363225024

智人

MAPK3

促分裂原活化的蛋白激酶3

P27361

34

648352501921

智人

MTOR

哺乳动物雷帕霉素靶蛋白

P42345

29

648351612720

智人

STAT3

信号转导及转录激活因子3

P40763

29

648336689282

智人

EGFR

表皮生长因子受体

P00533

31

648268145402

智人

KRAS

KRAS蛋白

P01116

29

648267096960

智人

CDH1

钙黏着蛋白1

P12830

25

647689997646

智人

AKT1

Akt激酶1

P31749

34

642097136160

智人

表 2  雷公藤卵巢毒性靶点的蛋白质–蛋白质相互作用网络中核心基因信息
图 3  雷公藤卵巢毒性靶点的基因本体(GO)富集分析结果排序前二十条目
图 4  雷公藤卵巢毒性靶点的KEGG通路富集分析结果排序前二十信号通路KEGG:京都基因与基因组百科全书.
图 5  雷公藤甲素与卵巢毒性核心靶点基因的分子对接模式图黄色结构为雷公藤甲素,彩色结构为卵巢毒性核心靶点基因分子.

毒性靶点基因

PDB ID

RMSD (×10–10 m)

CDOCKER相互作用能 (kJ/mol)

雷公藤甲素

山柰酚

雷公藤红素

原配体

TP53

5HMH

0.474937

137.2

267.1

298.6

309.1

MYC

6U80

0.280991

157.4

228.3

263.3

184.0

PTEN

4C4F

0.213419

134.5

236.2

212.9

170.7

MAPK3

4QTB

1.212460

182.1

283.5

193.3

360.9

MTOR

4HVB

0.753273

166.4

302.6

263.9

245.6

STAT3

5E1E

0.754705

204.2

205.9

194.7

216.0

EGFR

5D41

0.458168

94.1

239.0

183.8

223.4

KRAS

6GJ5

0.646935

145.8

144.5

164.9

156.4

CDH1

3FF8

125.8

239.3

197.3

AKT1

3OS5

0.945302

172.6

191.1

183.9

207.6

表 3  雷公藤核心毒性化合物与核心卵巢毒性靶点基因分子对接的CDOCKER相互作用能
1 赵 莉, 周学平. 中药配伍减轻雷公藤生殖毒性的研究进展[J]. 中华中医药杂志, 2015, 30(2): 482-484
ZHAO Li, ZHOU Xueping. Research advance of reducing reproduction toxicity of Tripterygium wilfordii with compatibility of Chinese medicine[J]. China Journal of Traditional Chinese Medicine and Pharmacy, 2015, 30(2): 482-484. (in Chinese)
2 徐 颖, 樊媛芳, 赵 元, 等. 近40年雷公藤生殖毒性研究概述[J]. 中国中药杂志, 2019, 44(16): 3406-3414
XU Ying, FAN Yuanfang, ZHAO Yuan, et al. Overview of reproductive toxicity studies on Tripterygium wilfordii in recent 40 years[J]. China Journal of Chinese Materia Medica, 2019, 44(16): 3406-3414. (in Chinese)
3 李逸群, 胡瑞学, 贾可欣, 等. 雷公藤多苷(甙)片治疗类风湿关节炎的安全性系统评价[J]. 中国中药杂志, 2020, 45(4): 775-790
LI Yiqun, HU Ruixue, JIA Kexin, et al. Meta-analysis on safety of Tripterygium glycosides ablets in treatment of rheumatoid arthritis[J]. China Journal of Chinese Materia Medica, 2020, 45(4): 775-790. (in Chinese)
4 LIUL, JIANGZ, LIUJ, et al.Sex differences in subacute toxicity and hepatic microsomal metabolism of triptolide in rats[J]Toxicology, 2010, 271( 1-2): 57-63.
doi: 10.1016/j.tox.2010.03.004
5 LI S, ZHANG B. Traditional Chinese medicine network pharmacology: theory, methodology and application[J]. Chin J Nat Med, 2013, 11(2): 110-120
6 RUJ, LIP, WANGJ, et al.TCMSP: a database of systems pharmacology for drug discovery from herbal medicines[J]J Cheminform, 2014, 6( 1): 13.
doi: 10.1186/1758-2946-6-13
7 DAVISA P, GRONDINC J, JOHNSONR J, et al.Comparative Toxicogenomics Database (CTD): update 2021[J]Nucleic Acids Res, 2021, 49( D1): D1138-D1143.
doi: 10.1093/nar/gkaa891
8 OTASEKD, MORRISJ H, BOUÇASJ, et al.Cytoscape automation: empowering workflow-based network analysis[J]Genome Biol, 2019, 20( 1): 185.
doi: 10.1186/s13059-019-1758-4
9 SZKLARCZYKD, GABLEA L, LYOND, et al.STRING v11: protein-protein association networks with increased coverage, supporting functional discovery in genome-wide experimental datasets[J]Nucleic Acids Res, 2019, 47( D1): D607-D613.
doi: 10.1093/nar/gky1131
10 YUG, WANGL G, HANY, et al.ClusterProfiler: an R package for comparing biological themes among gene clusters[J]OMICS-J Integrative Biol, 2012, 16( 5): 284-287.
doi: 10.1089/omi.2011.0118
11 KIMS, CHENJ, CHENGT, et al.PubChem 2019 update: improved access to chemical data[J]Nucleic Acids Res, 2019, 47( D1): D1102-D1109.
doi: 10.1093/nar/gky1033
12 GOODSELLD S, ZARDECKIC, DI COSTANZOL, et al.RCSB Protein Data Bank: enabling biomedical research and drug discovery[J]Protein Sci, 2020, 29( 1): 52-65.
doi: 10.1002/pro.3730
13 ZHANGB, ZHAOJ, WANGZ, et al.Identification of multi-target anti-AD chemical constituents from traditional Chinese medicine formulae by integrating virtual screening and in vitro validation[J]Front Pharmacol, 2021, 709607.
doi: 10.3389/fphar.2021.709607
14 FAND, GUOQ, SHENJ, et al.The effect of triptolide in rheumatoid arthritis: from basic research towards clinical translation[J]Int J Mol Sci, 2018, 19( 2): 376.
doi: 10.3390/ijms19020376
15 曾又佳, 孙惠力, 徐缘钊, 等. 颗粒细胞凋亡在雷公藤甲素诱导卵巢损伤中的作用[J]. 广东医学, 2014, 35(7): 969-973
ZENG Youjia, SUN Huili, XU Yuanzhao, et al. The role of granulose cell apoptosis in Triptolide-induced ovary injury in NIH mice[J]. Guangdong Medical Journal, 2014, 35(7): 969-973. (in Chinese)
16 周 雪, 赵光锋, 陈士雯, 等. MSCs上清可减轻雷公藤甲素对KGN细胞的损伤作用[J]. 中国免疫学杂志, 2014, 30(12): 1641-1646
ZHOU Xue, ZHAO Guangfeng, CHEN Shiwen, et al. Mesenchymal stem cell-conditioned medium could ameliorated triptolide induced damage in KGN cells[J]. Chinese Journal of Immunology, 2014, 30(12): 1641-1646. (in Chinese)
17 FRANCISA R, SHETTYT K, BHATTACHARYAR K. Modulating effect of plant flavonoids onthe mutagenicity of N-methyl-N’-nitro-N-nitrosoguanidine[J]Carcinogenesis, 1989, 10( 10): 1953-1955.
doi: 10.1093/carcin/10.10.1953
18 NIERINGP, MICHELSG, WÄTJENW, et al.Protective and detrimental effects of kaempferol in rat H4IIE cells: implication of oxidative stress and apoptosis[J]Toxicol Appl Pharmacol, 2005, 209( 2): 114-122.
doi: 10.1016/j.taap.2005.04.004
19 ALAMW, KHANH, SHAHM A, et al.Kaempferol as a dietary anti-inflammatory agent: current therapeuticstanding[J]Molecules, 2020, 25( 18): 4073.
doi: 10.3390/molecules25184073
20 CASCÃOR, FONSECAJ E, MOITAL F. Celastrol: a spectrum of treatment opportunities in chronic diseases[J]Front Med, 2017, 69.
doi: 10.3389/fmed.2017.00069
21 HOUW, LIUB, XUH. Celastrol: progresses in structure-modifications, structure-activity relationships, pharmacology and toxicology[J]Eur J Medicinal Chem, 2020, 112081.
doi: 10.1016/j.ejmech.2020.112081
22 BERGAMASCHID, SAMUELSY, O’NEILN J, et al.iASPP oncoprotein is a key inhibitor of p53 conserved from worm to human[J]Nat Genet, 2003, 33( 2): 162-167.
doi: 10.1038/ng1070
23 LIUT E, ZHANGL, WANGS, et al.Tripterygium glycosides induce premature ovarian failure in rats by promoting p53 phosphorylation and activating the serine/threonine kinase 11-p53-p21 signaling pathway[J]Exp Therapeutic Med, 2015, 10( 1): 12-18.
doi: 10.3892/etm.2015.2498
24 SEYYED ANVARI S, DEHGAN G H, RAZI M. Preliminary findings of platelet-rich plasma-induced ameliorative effect on polycystic ovarian syndrome[J]. Cell J, 2019, 21(3): 243-252
25 JIANG B H, LIU L Z. PI3K/PTEN signaling in angiogenesis and tumorigenesis[J]. Adv Cancer Res, 2009, 102: 19-65
26 KUANGH, ZHANGL, PENGJ, et al.Premature ovarian failure, menopause and ovarian cancer, three nodes on the same string: Pten and other potential genes on the GO[J]Med Hypotheses, 2009, 73( 6): 961-962.
doi: 10.1016/j.mehy.2009.06.023
27 GRATAOA A, DAHLHOFFM, SINOWATZF, et al.Betacellulin overexpression in the mouse ovary leads to MAPK3/MAPK1 hyperactivation and reduces litter size by impairing fertilization[J]Biol Reprod, 2008, 78( 1): 43-52.
doi: 10.1095/biolreprod.107.062588
28 GROSBOISJ, DEMEESTEREI. Dynamics of PI3K and Hippo signaling pathways during in vitro human follicle activation[J]Hum Reprod, 2018, 33( 9): 1705-1714.
doi: 10.1093/humrep/dey250
29 CECCONIS, MAUROA, CELLINIV, et al.The role of Akt signalling in the mammalian ovary[J]Int J Dev Biol, 2012, 56( 10-11-12): 809-817.
doi: 10.1387/ijdb.120146sc
30 TSCHERNERA, BROWNA C, STALKERL, et al.STAT3 signaling stimulates miR-21 expression in bovine cumulus cells during in vitro oocyte maturation[J]Sci Rep, 2018, 8( 1): 11527.
doi: 10.1038/s41598-018-29874-w
31 ZHENGQ, LIY, ZHANGD, et al.ANP promotes proliferation and inhibits apoptosis of ovarian granulosa cells by NPRA/PGRMC1/EGFR complex and improves ovary functions of PCOS rats[J/OL]Cell Death Dis, 2017, 8( 10): e3145.
doi: 10.1038/cddis.2017.494
32 TEASLEYH E, BEESLEYA, KIMT H, et al.Differential expression of KRAS and SIRT1 in ovarian cancers with and without endometriosis[J]Reprod Sci, 2020, 27( 1): 145-151.
doi: 10.1007/s43032-019-00017-4
33 LINC, XUX, YANGQ, et al.Circular RNA ITCH suppresses proliferation, invasion, and glycolysis of ovarian cancer cells by up-regulating CDH1 via sponging miR-106a[J]Cancer Cell Int, 2020, 20( 1): 336.
doi: 10.1186/s12935-020-01420-7
34 TESARIKJ, GALÁN-LÁZAROM, MENDOZA-TESARIKR. Ovarian aging: molecular mechanisms and medical management[J]Int J Mol Sci, 2021, 22( 3): 1371.
doi: 10.3390/ijms22031371
35 DE FELICIM, KLINGERF G. PI3K/PTEN/AKT signaling pathways in germ cell development and their involvement in germ cell tumors and ovarian dysfunctions[J]Int J Mol Sci, 2021, 22( 18): 9838.
doi: 10.3390/ijms22189838
36 REGANS L P, KNIGHTP G, YOVICHJ L, et al.Granulosa cell apoptosis in the ovarian follicle——a changing view[J]Front Endocrinol, 2018, 61.
doi: 10.3389/fendo.2018.00061
37 WUY, ZHANGZ, LIAOX, et al.Effect of high-fat diet-induced obesity on the Akt/FoxO/Smad signaling pathway and the follicular development of the mouse ovary[J]Mol Med Rep, 2016, 14( 4): 3894-3900.
doi: 10.3892/mmr.2016.5671
38 陈燕霞, 袁 苑, 马 堃, 等. 定坤丹对雷公藤多苷诱导卵巢储备功能低下小鼠性激素和卵泡计数的影响[J]. 中国实验方剂学杂志, 2020, 26(14): 78-84
CHEN Yanxia, YUAN Yuan, MA Kun, et al. Effect of Dingkundan on sex hormone and follicle count in mice of Tripterygium Wilfordii Polyglycosides induced diminished ovarian reserve[J]. Journal of Experimental Traditional Medical Formulae, 2020, 26(14): 78-84. (in Chinese)
39 徐文君, 高 慧, 李 杨. 补肾调冲方对卵巢早衰大鼠性激素水平及TNF-α、IFN-γ蛋白表达的影响[J]. 药物评价研究, 2016, 39(6):953-957
XU Wenjun, GAO Hui, LI Yang. Effect of Bushen Tiaochong Prescription on sex hormone level and TNF-α and IFN-γ protein expression in rats with premature ovarian failure[J].Drug Evaluation Research, 2016, 39(6): 953-957. (in Chinese)
40 SUJ, CHENGJ, SUNH X, et al.Tripterygium glycosides impairs the proliferation of granulosa cells and decreases the reproductive outcomes in female rats[J]Birth Defects Res B, 2014, 101( 3): 283-291.
doi: 10.1002/bdrb.21111
41 马蔚蓉, 谈 勇. 金丝桃苷改善雷公藤诱导的POI小鼠卵巢储备的作用及机制[J]. 四川大学学报(医学版), 2021, 52(3): 458-466
MA Weirong, TAN Yong. The effect and mechanism of hyperin on ovarian reserve of tripterygium glycosides-induced POI mice[J]. Journal of Sichuan University (Medical Science Edition), 2021, 52(3): 458-466. (in Chinese)
42 白 俊, 吴也可, 吴克明, 等. 雷公藤甲素通过PI3K/AKT/mTOR通路诱导卵巢颗粒细胞自噬的实验研究[J]. 中国中药杂志, 2019, 44(16): 3429-3434
BAI Jun, WU Yeke, WU Keming, et al. Triptolide induces autophagy of ovarian granulosa cells via PI3K/AKT/mTOR pathway[J]. China Journal Chinese Materia Medica, 2019, 44(16): 3429-3434. (in Chinese)
43 BURIANIA, FORTINGUERRAS, SORRENTIV, et al.Essential oil phytocomplex activity, a review with a focus on multivariate analysis for a network pharmacology-informed phytogenomic approach[J]Molecules, 2020, 25( 8): 1833.
doi: 10.3390/molecules25081833
44 李芳琼, 赵东晓, 王娟, 等. 基于iTRAQ技术分析不同浓度的雷公藤甲素作用肺癌细胞后的差异蛋白表达[J]. 中国新药杂志, 2018, 27(11): 1321-1328
LI Fangqiong, ZHAO Dongxiao, WANG Juan, et al. Identification of differential expression proteins in lung cancer cells treated with triptolide by iTRAQ[J]. Chinese Journal of New Drugs, 2018, 27(11): 1321-1328. (in Chinese)
[1] 张轶雯,盛孔胜,宋飞凤,潘宗富,邹小舟,刘宇佳,黄萍. 清肺口服液在特发性肺纤维化中的治疗作用及网络药理学研究[J]. 浙江大学学报(医学版), 2022, 51(1): 53-61.
[2] 曹秋丽,黎小炜,禤秀萍,黄松,谢雪梅. 宫内发育迟缓出生后追赶生长大鼠脂肪组织LRP6/β-catenin通路表达变化[J]. 浙江大学学报(医学版), 2021, 50(6): 755-761.
[3] 任渊,崔戈丹,高永翔. 原发性干燥综合征患者颌下腺炎症反应机制研究进展[J]. 浙江大学学报(医学版), 2021, 50(6): 783-794.
[4] 石坚宏,李瑞芝,杨元宵,姬丽婷,李昌煜. α-细辛醚、β-细辛醚改善Aβ25-35诱导的PC12细胞损伤及机制[J]. 浙江大学学报(医学版), 2021, 50(5): 591-600.
[5] 沈烨琦,王中秀,谭静怡,钟佳慧,陈莉丽. 白介素-17 诱导自噬促进破骨前体细胞分化的机制[J]. 浙江大学学报(医学版), 2021, 50(2): 162-170.
[6] 张迪亚,卢可心,李盛来,吴燕岷. 牙龈卟啉单胞菌重组牙龈蛋白酶刺激牙龈成纤维细胞内钙离子浓度变化及其机制[J]. 浙江大学学报(医学版), 2021, 50(2): 171-178.
[7] 毛红美,孙毅. 原纤毛及其在肿瘤发生发展中的作用[J]. 浙江大学学报(医学版), 2021, 50(2): 245-260.
[8] 汪亚楠,闫孝明,张晴宇,宋爱华,韩飞. 基于网络药理学和分子对接技术探讨葛花-枳椇子治疗酒精性肝损伤的潜在作用机制[J]. 浙江大学学报(医学版), 2020, 49(6): 714-724.
[9] 黄耀凭,杨凤,周天华,谢珊珊. Hippo信号通路及其在消化系统肿瘤中的作用研究进展[J]. 浙江大学学报(医学版), 2020, 49(1): 35-43.
[10] 白石 等. 雷公藤甲素缓解局灶性脑组织缺血再灌注损伤诱发的炎症及其相关凋亡的研究[J]. 浙江大学学报(医学版), 2016, 45(5): 493-500.
[11] 曾玲晖,丁美萍. mTOR信号通路在癫痫发生中的作用[J]. 浙江大学学报(医学版), 2013, 42(6): 597-601.
[12] 柴延兰,王娟,刘孜. 代谢组学——肿瘤个体化治疗研究的有力工具[J]. 浙江大学学报(医学版), 2013, 42(6): 705-710.
[13] 万磊,刘健,黄传兵,汪元,谌曦,张皖东,王桂珍,范海霞,葛瑶,陈瑞莲,曹云祥,纵瑞凯. 新风胶囊对佐剂关节炎大鼠肺功能及Treg、Foxp3、TGF-β1/Smads的作用[J]. 浙江大学学报(医学版), 2013, 42(4): 418-425.
[14] 张潇芸, 姜英, 杨军. p53非依赖性信号通路在DNA损伤致细胞凋亡中的研究进展[J]. 浙江大学学报(医学版), 2013, 42(2): 217-223.
[15] 胡天楠;王启闻;金雪;胡奇达;王训师;徐桑;周峻;汤谷平. 聚乙烯亚胺/环糊精聚合物偶合雷公藤内酯醇的体外抗肿瘤活性研究[J]. 浙江大学学报(医学版), 2012, 41(6): 610-619.