基于计算机辅助水解和蛋白互作网络的珍珠母寡肽作用机制解析Pharmacological mechanism analysis of oligopeptide from Pinctada fucata based on in silico proteolysis and protein interaction network
陈艳昆;乔连生;霍晓乾;张栩;韩娜;张燕玲;
CHEN Yan-kun;QIAO Lian-sheng;HUO Xiao-qian;ZHANG Xu;HAN Na;ZHANG Yan-ling;School of Chinese Material Medica,Beijing University of Chinese Medicine;
摘要(Abstract):
珍珠母蛋白及活性肽是珍珠母发挥疗效的主要成分之一,解析其药效物质及作用机制具有重要研究意义。该研究利用计算机辅助水解和蛋白互作网络等模拟技术,获得珍珠母的活性寡肽成分,预测其潜在的作用靶标并解析珍珠母寡肽的作用机制。通过收集珍珠母的主要珍珠层蛋白序列,采用计算机辅助水解方法进行蛋白的模拟消化水解,构建了包含458条珍珠母水解寡肽的三维结构数据库。随后利用反向找靶技术预测珍珠母寡肽的作用靶点,并通过网络富集技术法对排名前20的关键靶点及其蛋白互作关系进行分析,获得12个功能模块。从系统角度理解各种生物学过程,发现珍珠母寡肽的作用靶点与神经系统相关疾病有密切关系,提示珍珠母寡肽具有能治疗中枢神经类相关疾病的功效。计算机辅助水解方法可以高效地对已知序列结构的珍珠母蛋白进行模拟水解,并结合蛋白互作网络,解析珍珠母寡肽治疗神经类疾病的作用机制。该研究为探讨中药寡肽类药效物质发现及作用机制解析的提供研究思路,为开展寡肽类中药设计研究提供了重要的技术支撑。
Pinctada fucata oligopeptide is one of key pharmaceutical effective constituents of P. fucata. It is significant to analyze its pharmacological effect and mechanism. This study aims to discover the potential oligopeptides from P. fucata and analyze the mechanism of P. fucata oligopeptide based on in silico technologies and protein interaction network( PIN). First,main protein sequences of P. fucata were collected,and oligopeptides were obtained using in silico gastrointestinal tract proteolysis.Then,key potential targets of P. fucata oligopeptides were obtained through pharmacophore screening. The protein-protein interaction( PPI) of targets was achieved and implemented to construct PIN and analyze the mechanism of P. fucata oligopeptides. P.fucata oligopeptide database was constructed based on in silico technologies,including 458 oligopeptides. Twelve modules were identified from PIN by a graph theoretic clustering algorithm Molecular Complex Detection( MCODE) and analyzed by Gene ontology( GO) enrichment. The results indicated that P. fucata oligopeptides have an effect in treating neurological diseases,such as Alzheimer' s disease. In silico proteolysis could be used to analyze the protein sequences of traditional Chinese medicine( TCM).According to the combination of in silico proteolysis and PIN,the biological activity of oligopeptides could be interpreted rapidly based on the known TCM protein sequence. The study provides the methodology basis for rapidly and efficiently implementing the mechanism analysis of TCM oligopeptides.
关键词(KeyWords):
计算机辅助水解;珍珠母;蛋白互作网络;反向找靶;药效团;寡肽
in silico proteolysis;Pinctada fucata;PIN;reverse target identification;pharmacophore;oligopeptides
基金项目(Foundation): 国家自然科学基金项目(815738318,81430094,81173522)
作者(Author):
陈艳昆;乔连生;霍晓乾;张栩;韩娜;张燕玲;
CHEN Yan-kun;QIAO Lian-sheng;HUO Xiao-qian;ZHANG Xu;HAN Na;ZHANG Yan-ling;School of Chinese Material Medica,Beijing University of Chinese Medicine;
Email:
DOI: 10.19540/j.cnki.cjcmm.20170731.002
参考文献(References):
- [1]中国药典.一部[S].2015:232.
- [2]陈丽云,苏薇薇.珍珠母及其可溶性蛋白组分的开发利用[J].中药材,2002,25(2):128.
- [3]李梅.珍珠母炮制前后寡肽的分离纯化与活性对比研究[D].长春:长春中医药大学,2010.
- [4]刘侗,康馨元,任伯颖,等.珍珠母超微粉蛋白及寡肽对小鼠镇静安眠作用比较[J].吉林中医药,2014,34(2):172.
- [5]Lafarga T,O'Connor P,Hayes M.Identification of novel dipeptidyl peptidase-IV and angiotensin-I-converting enzyme inhibitory peptides from meat proteins using in silico analysis[J].Peptides,2014,59(9):53.
- [6]闫振广.合浦珠母贝贝壳珍珠层形成机理的研究[D].北京:清华大学,2008.
- [7]Masaoka T,Samata T,Nogawa C,et al.Shell matrix protein genes derived from donor expressed in pearl sac of Akoya pearl oysters(Pinctada fucata)under pearl culture[J].Aquaculture,2013,s384-387(6):56.
- [8]Nogawa C,Baba H,Masaoka T,et al.Genetic structure and polymorphisms of the N16,gene in Pinctada fucata[J].Gene,2012,504(1):84.
- [9]Yano M,Nagai K,Morimoto K,et al.A novel nacre protein N19 in the pearl oyster Pinctada fucata[J].Biochem Biophys Res Commun,2007,362(1):158.
- [10]Qiao L,Li B,Chen Y,et al.Discovery of anti-hypertensive oligopeptides from adlay based on in silico proteolysis and virtual screening[J].Int J Mol Sci,2016,17(12):2099.
- [11]Shao Y,Qiao L,Wu L,et al.Structure identification and anticancer pharmacological prediction of triterpenes from Ganoderma lucidum[J].Molecules,2016,21(5):678.
- [12]Schuster D.3D pharmacophores as tools for activity profiling[J].Drug Disc Today Technol,2010,7(4):203.
- [13]Franceschini A,Szklarczyk D,Frankild S,et al.STRING v9.1:protein-protein interaction networks,with increased coverage and integration[J].Nucleic Acids Res,2013,41(Database issue):808.
- [14]Shannon P,Markiel A,Ozier O,et al.Cytoscape:a software environment for integrated models of biomolecular interaction networks[J].Genome Res,2003,13(11):2498.
- [15]Assenov Y,Ramírez F,Schelhorn S E,et al.Computing topological parameters of biological networks[J].Bioinformatics,2008,24(2):282.
- [16]Bader G D,Hogue C W.An automated method for finding molecular complexes in large protein interaction networks[J].BMC Bioinform,2003,4(1):2.
- [17]Maere S,Heymans K,Kuiper M.Bi NGO:a Cytoscape plugin to assess overrepresentation of gene ontology categories in biological networks[J].Bioinformatics,2005,21(16):3448.
- [18]钟赣生.中药学[M].北京:中国中医药出版社,2016.
- [19]陈翠.5-羟色胺2A受体T102C基因多态性与卒中后抑郁的关联研究[D].广州:南方医科大学,2011.
- [20]邓欣贤.喹唑啉类5-HT_(2A)受体拮抗剂的发现与改造[D].上海:复旦大学,2012.
- [21]Halberstadt A L,Lehmann-Masten V D,Geyer M A,et al.Interactive effects of m Glu5 and 5-HT 2A,receptors on locomotor activity in mice[J].Psychopharmacology,2011,215(215):81.
- [22]Aira Z,Buesa I,Gallego M,et al.Time-dependent cross talk between spinal serotonin 5-HT2A receptor and m GluR1 subserves spinal hyperexcitability and neuropathic pain after nerve injury[J].J Neurosci Off J Soc Neurosci,2012,32(39):13568.
- [23]Raiteri L,Luccini E,Romei C,et al.Neuropeptide S selectively inhibits the release of 5-HT and noradrenaline from mouse frontal cortex nerve endings[J].Bri J Pharm,2009,157(3):474.
- [24]崔宁,李跃华,孙锦锦,等.抑郁症患者5-羟色胺与中医证型及症状关系分析[J].中国中医药信息杂志,2013,20(2):24.
- [25]卓家晖.基于数据挖掘的周仲瑛教授论治失眠病机证治规律研究[D].南京:南京中医药大学,2012.
- [26]田旭.珍珠母治疗肝性不寐[J].实用中医内科杂志,2011,25(10):82.
- [27]谢兆宏.长非编码RNA通过调节BACE1表达介导β淀粉样蛋白生成的机制研究[D].济南:山东大学,2012.
- [28]齐佩瑾,吴更.人源γ-分泌酶的重要亚基nicastrin蛋白表达与纯化[J].基因组学与应用生物学,2015,34(5):909.
- [29]Coupland K G,Kim W S,Halliday G M,et al.Effect of PSEN1mutations on MAPT methylation in early-onset Alzheimer's disease[J].Curr Alzheimer Res,2015,12(8):745.
- [30]林璠.老年痴呆症的中医疗法探讨[J].中国民族民间医药,2010,19(14):94.
- [31]王建,张冰.临床中药学[M].北京:人民卫生出版社,2012:219.
- 计算机辅助水解
- 珍珠母
- 蛋白互作网络
- 反向找靶
- 药效团
- 寡肽
in silico proteolysis - Pinctada fucata
- PIN
- reverse target identification
- pharmacophore
- oligopeptides
- 陈艳昆
- 乔连生
- 霍晓乾
- 张栩
- 韩娜
- 张燕玲
CHEN Yan-kun- QIAO Lian-sheng
- HUO Xiao-qian
- ZHANG Xu
- HAN Na
- ZHANG Yan-ling
- School of Chinese Material Medica
- Beijing University of Chinese Medicine
- 陈艳昆
- 乔连生
- 霍晓乾
- 张栩
- 韩娜
- 张燕玲
CHEN Yan-kun- QIAO Lian-sheng
- HUO Xiao-qian
- ZHANG Xu
- HAN Na
- ZHANG Yan-ling
- School of Chinese Material Medica
- Beijing University of Chinese Medicine