基于基因芯片技术的肝癌糖类相关基因表达谱研究
详细信息    本馆镜像全文|  推荐本文 |  |   获取CNKI官网全文
摘要
研究背景:糖链及其缀合物不仅参与生命活动的基本生理生化过程,而且在肿瘤的发生和发展中发挥着重要作用。肿瘤细胞中的糖链与正常细胞相比有明显变化,包括表达增多,减少或出现新的结构等。糖链的合成没有模板,而是通过一系列定位有序的糖基转移酶,糖苷酶以及磺基转移酶的作用完成的,这些酶的表达差异将直接导致糖链结构的变化。因此,从这些糖类相关基因入手可以研究它们如何调控糖链的合成,寻找癌症相关糖基因,为筛选抗癌药物提供靶分子,为癌症的早期诊断和防治提供有效方法。
     目的:运用基因芯片技术为检测手段,筛选在肝癌中差异表达的糖类相关基因,作为肝癌检测的标记物,为肝癌早期诊断和抗肝癌药物提供靶分子,并为肝癌及其他肿瘤的研究建立平台。
     方法:本实验以正常肝细胞系CL(chang's liver)和肝癌细胞系7721,以及正常人血液和肝癌病人血液为研究对象,利用本实验室自主研发的糖类相关基因芯片(其中包括糖基转移酶130个,糖苷酶12个,磺基转移酶48个,质控点20个),系统地研究肝癌样本及正常样本中糖类相关基因发生的变化,筛选肝癌中异常表达的糖类相关基因,并用荧光定量PCR技术加以验证。
     结果:用糖类相关基因芯片对正常肝细胞系CL(chang's liver)和肝癌细胞系7721进行比较研究,筛选出了差异表达的糖类相关基因38个,其中上调基因19个,下调基因19个。又对肝癌病人血液和正常人血液样本进行了研究,筛选出了上调基因15个,下调基因13个。细胞样本和血液样本中上调基因重合的有7个,下调基因重合的有5个。从中挑选出了四个表达差异较大的基因,上调基因两个Alg10和Galnt11,下调基因两个Hmcs,Galnt12。用荧光定量PCR技术对这四个基因的表达水平进行验证,其结果与芯片结果呈现出一致性。
     结论:利用糖类相关基因芯片与荧光定量PCR等技术系统的研究了肝癌糖类相关基因表达谱,筛选出12个差异表达的基因,为今后肝癌的深入研究以及临床诊断和基因治疗创造了条件。该试验中成功设计和制备出的糖类相关基因芯片,为其它肿瘤与相关糖类基因的研究建立了平台。
Background: A growing body of evidence supported oligosaccharides in tumors modulate their function with respect to controlling tumor cell adhesion, motility, and invasiveness. Oligosaccharide structures in tumors are synthesized by a series of glycosyltransferases, glycosidase and sulfotransferase. So it is indispensable to monitor the expression profile of the glycosylation-related gene expression for the investigation of tumor.
     Purpose: The objective of this contribution was to investigate the glycosylation-related gene between liver cancer and normal liver cell or blood sample.Selected the differential expressed glycosylation-related gene as the biomarker of liver cancer and establish a platform for the investigation of tumor.
     Method:Using the cell line (7721 ,CL) and the blood sample (liver cancer patient, health adult) as the research object.Hybridization with the oligonucleotide arrays which desigened and prepared by ourselves(including 130 glycosyltransferases,12 glycosidase,48 sulfotransferase and 20 contral gene). Select the differential expressed glycosylation-related gene . RT-PCR confirmed the result of oligonucleotide arrays.
     Result: Using the cell line as the research object we found 38 differential expressed glycosylation-related gene.19 high expression level gene and 19 low expression level gene. Then we use the blood sample as the research object found 15 high expression level gene, 13 low expression level gene.There are 7 common up regulated glycosylation-related gene in cell line and blood sample,and 5 common down regulated glycosylation-related gene.pick up four of them: up regulated gene Alg10 ,Galnt11; down regulated gene Hmcs and Galnt12 . The RT-PCR confirmed the result of oligonucleotide arrays.
     Conclusion: The investigation of liver cancer using the way of oligonucleotide arrays found out 12 differential expressed glycosylation-related gene compared with nomal sample.Four of them have confirmed by RT-PCR.Results of this study are expected to be developed into new approaches for the prevention, diagnosis, prognosis and analysis of liver cancer. successfully desigened and prepared glycosylation-related gene array, establish a platform for the investigation of tumor.
引文
[1]Stefan Hemmerich,Glycomics:coming of age across the globe[J].News and comment,2005,10(5):307-309.
    [2]WANG Ke-yi.A Glance of glycobiology in J apan[J].Chemistry of Life,1999,19(3):107-109.(in Chinese)
    [3]傅雷.糖生物学的产生和发展[J].生物学通报,2006,41(12):27-28.
    FU Lei.On the formation and development of glycobiology[J].Bulletin of Biology,2006,41(12):27-28.(in Chinese)
    [4]余工.糖生物学研究的现状与展望[J].生物学教学,2002,27(10):47-48.
    YU Gong.The research status and prospect of glycobiology[J].Biology Teaching,2002,27(10):47-48.(in Chinese)
    [5]Ratner D M,Adams E W,Disney M D,et al.Tools for glycomics:mapping interactions of carbohydrates in biological systems[J].Chembiochem,2004,5:1375-1383.
    [6]Hakomori S.Tumor associated glycolipid antigens,their metabolism and organization.Chem.Phys.Lipids,1986,42:209-233
    [7]Dennis JW.Changes in glycosylation associated with malignant transformation and tumor progression.In Cell surface carborhydrates and cell development(ed.Fukuda M.)[J].Boca Raton:CRC Press,1992.161-194.
    [8]Fukuda M.Possible roles of tumor-associated carbohydrate antigens.[J].Cancer Res,1996,56:2237-2244
    [9]Kim YJ and Varki A.Perspectives on the significance of altered glycosylation of glycoproteins in cancer.[J]Glycoconj,1997,14:569-576
    [10]Goss PE,Baptiste J,Fernandes B,Baker M,Dennis JW.A phase Ⅰ study of swainsonine in patients with advanced malignancies.[J].Cancer Res,1994,54:1450-1457
    [11]Demetriou M,Nabi IR,Coppolino M,Dedhar S,Dennis JW.Reduced contact-inhibition and substratum adhesion in epithelial cells expressing GlcNAc-transferase Ⅴ.[J].Cell Biol,1995,130:383-392
    [12]Saito H,Gu JG,Nishikawa A,Ihara Y,Fujii J,Kohgo Y,Taniguchi N.Organization of the human N-acetylglucosaminyltransferase Ⅴ gene.Eur.[J].Biochem,1995,233:18-26
    [13]Pearlstein E,Salk PL,Yogeeswaran G,Karpatkin S.Correlation between spontaneous metastatic potential,platelet-aggregating activity of cell surface extracts,and cell surface sialylation in 10 metastatic-variant derivatives of rat renal sarcoma cell line.[J]Proc Natl Acad Sci,1980,77:4336-4339
    [14] Yogeeswaran G,Salk PL.Metastatic potential is positively correlated with cell surface sialylation of cultured murine tumor cell lines. [J].Science,1981,212:1514-1516
    [15] Dennis J,Waller C,Timpl R,Schirrmacher V.Surface sialic acid reduces attachment of metastatic tumour cells to collagen type Ⅳ and fibronectin. [J].Nature,1982,300:274-276
    [16] Cheresh DA,Reisfeld RA,Varki A.O-Acetylation of disialoganglioside GD3 by human melanoma cells creates a unique antigenic determinant. [J].Science, 1984,225:844-846
    [17] Reid PE,Culling CF,Dunn WL,Ramey CW,Clay MG.Chemical and histochemical studies of normal colon,colonic tumours,ulcerative colitis and diverticular disease of colon. [J] .Histochem. 501984,16:235-251
    [18] Ogata S,Ho I,Chen A,Dubois D,Maklansky J,Singhal A,Hakomori S,Itzkowitz SH.Tumor-associated sialylated antigens are constitutively expressed in normal human colonic mucosa. [J].Cancer Res,1995,55:1869-1874
    [19] Yamashita K,Fukushima K,Sakiyama T,Murata F,Kuroki M,Matsuoka Y.Expression of Siaa2-6Ga1β1-4G1cNAc residues on sugar chains of glycoproteins including carcinoembryonic antigens in human colon adenocarcinoma:Applications of Trichosanthes japonica agglutinin I for early diagnosis.[J] Cancer Res1995,55:1675-1679
    [20] Hirabayashi Y,Kasakura H,Matsumoto M,Higashi H,Kato S,Kasai K,Naiki M.Specific expression of unusual GM2 ganglioside with Hanganutziu-Deicher antigen activity on human colon cancers. [J].Cancer Res,1987,78:251-260
    [21] Marquina G,Waki H,Fernandez LE,Kon K,Carr A,Valiente O,Perez R,Ando S.Gangliosides expressed in human breast cancer. [J].Cancer Res,1996,56:5165-5171
    [22]Iozzo RV,Cohen I.Altered proteoglycan gene expression and the tumor stroma.[J].Experientia,1993,49:447-455
    [23] Lesley J,Hyman R,English N,Catterall JB,Turner GA.CD44 in inflammation and metastasis. [J].Glycocon,1997,14:611-622
    [24] Hoff SD,Matsushita Y,Ota DM,Cleary KR,Yamori T,Hakomori S,Irimura T.Increased expression of sialyl-dimeric LeX antigen in liver metastases of human colorectal carcinoma. [J]. Cancer Res,1989,49:6883-6888
    [25] Itzkowitz SH,Bloom EJ,Kokal WA,Modin G,Hakomori S,Kim YS.Sialosyl-Tn:A novel mucin antigen associated with prognosis in colorectal cancer patients. [J].Cancer,1990,66:1960-1966
    [26] Carraway KL,Hull SR.Cell surface mucin-type glycoproteins and mucin-like domains. [J].Glycobiology,1991,1:131-138
    [27] Schwartz B,Bresalier RS,Kim YS.The role of mucin in colon-cancer metastasis.Int.[J].Cancer,1992,52:60-65
    [28] Bhavanandan VP.Cancer-associated mucins and mucin-type glycoproteins. [J].Glycobiology, 1991,1:493-503
    [29] Brockhausen I,Yang JM,Burchell J,Whitehouse C,Taylor PJ.Mechanisms underlying aberrant glycosylation of MUC1 mucin in breast cancer cells.Eur [J]. Biochem,1995,233:607-617
    [30] Cao Y,Karsten UR,Liebrich W,Haensch W,Springer GF,Schlag PM.Expression of Thomsen-Friedenreich related antigens in primary and metastatic colorectal carcinomas-A reevaluation. [J].Cancer,1995,76:1700-1708
    [31] Van Klinken BJW,Dekker J,Buller HA,Einerhand AWC.Mucin gene structure and expression:protection vs adhesion.Am [J]. Physiol Gastrointest Liver Physiol,1995,269:613-627
    [32] Codington JF,Haavik S.Epiglycanin-A carcinoma-specific mucin-type glycoprotein of the mouse TA3 tumour. [J].Glycobiology,1992,2:173-180
    [33] Goydos JS,Elder E,Whiteside TL,Finn OJ,Lotze MT.A phase I trial of a synthetic mucin peptide vaccine induction of specific immune reactivity in patients with adenocarcinoma.[J]. Surg Res,1996,63:298-304
    [34] Kim YS,Gum J,Brockhausen I.Mucin glycoproteins in neoplasia. [J].Glycocon,1996,13:693-707
    [35] Terasawa K,Furumoto H,Kamada M,Aono T.Expression of Tn and sialyl-Tn antigens in the neoplastic transformation of uterine cervical epithelial cells. [J].Cancer Res,1996,56:2229-2232
    [36] Taylor PJ,Finn OJ.Biology,biochemisty and immunology of carcinoma associated mucins. [J].Immunol Today,1997,18:105-107
    [37] Fukushima K,Hirota M,Terasaki PI,Wakisaka A,Togashi H,Chia D,Suyama N,Fukushi Y, Nudelman E,Hakomori S.Characterization of sialosylated Lewis X as a new tumor-associated antigen. [J].Cancer Res,1984,44:5279-5285
    [38] Kannagi R.Carbohydrate-mediated cell adhesion involved in hematogenous metastasis of cancer. [J].Glycoconj,1997,14:5279-5285
    [39] Nakamori S,Furukawa H,Hiratsuka M,Iwanaga T,Imaoka S,Ishikawa O,Kabuto T,Sasaki Y,Kameyama M,Ishiguro S,Irimura T.Expression of carbohydrate antigen sialyl Lea:A new functional prognostic factor in gastric cancer. [J]. Clin Oncol,1997,15:816-825
    [40] Nakamori S,Kameyama M,Imaoka S,Furukawa H,Ishikawa O,Sasaki Y,Izumi Y,and Irumura T.Involvement of carbohydrate antigen sialyl Lewis X in colorectal cancer metastasis.[J].Dis Colon Rectum,1997,40:420-431
    [41]Kim Y.J,Borsing L,Varki N.M,and Varki A.P-selectin deficiency attenuates tumor growth and metastasis.[J].Proc Natl Acad Sci,1998,95:9325-9330
    [42]Lotan R.and Raz A.Lectins in cancer cells.Ann.N.Y.Acad.Sci.1998,551:385-398
    [43]Cornil I.Kerbel R.S,and Dennis J,W.Tumor cell surfaceβ1-4-linked galactose binds to lectins on microvascular endothelial cells and contributes to organ colonization.[J]..Cell.Biol.1990,111:773-781.
    [44]Lotan R,Matsushita Y,Ohannesian D,Csrrslero D,Ota D.M,Cleary K.R,Nicolson G.L,and Irimura T.Lactose-binding lectin expression in human colorectal carcinomas-Relation to tumor progression.[J].Carbohydr Res,1991,213:47-57
    [45]Inohara H,Akahani S,Koths K,Raz A.Interaction between galectin-3 and Mac-2 binding protein mediate cell-cell adhesion.[J].Cancer Res.1996,56:4530-4534
    [46]金城.糖生物学与糖工程的兴起与前景.[J].生理工程进展,1995,15:12-17
    [47]王克夷.糖类研究的进展和前沿.[J].生命的化学,1994,14:4-8
    [48]Hu YN,Walker S.Remarkable Structural Similarities between Diverse Glycosyltransferases.[J].Chem Biol,2002,9:1287-1296
    [49]王克夷.糖基转移酶的研究进展.[J].生物化学与生物物理进展,1994,21:9-13
    [50]Breton C,Mucha J,Jeanneau C.Structural and functional features of glycosyltransferases.[J].Biochimie,2001,83:713-718
    [51]Kohsaki T.Expression of UDP-Ga1NAc:polypeptide N-acetylgalactosaminyltransferase isozymes T1 and T2 in human colorectal cancer.[J].Gastroenterol,2000,35:840-848
    [52]Sadler JE,Beyer TA,Oppenheimer CL,et al.Purification of mammalian glycosyltransferases.[J].Methods Enzymol,1982,83:458-514
    [53]Kornfeld R,Komfeld S.Assembly of asparagines-linked oligosaccharides.Annu Rev [J].Biochem,1985,54:631-664
    [54]Schachter H.The"yellow brick road"to branched complex N-glycans.[J].Glycobiology,1991,1:453-462
    [55]Shaper JH,Shaper NL.Enzymes associated with glycosylation.[J].Curr Opin Struct Biol,1992,2:701-709
    [56]Van den Eijnden DH,Joziasse DH.Enzymes associated with glycosylation.[J].Curr Opin Struct Biol,1993,3:711-721
    [57]Lindahl U,Kusche-Gullberg M,Kjellen L.Regulated diversity of heparin sulfate.[J].Biol Chem,1998,273:24979-24982
    [58]Paulson JC,Colley KJ.Glycosyltransferase.Structure,localization,and control of cell type-specific glycosylation.[J].Biol Chem,1989,264:17615-17618
    [59]ParkinDM,Bray F,Ferlay J,et al.Global cancer statis-tics[J].CA Cancer JClin,2005,55(2):74-108.
    [60]陈国千 关明 苏兵 吕元 肝癌组织中三种糖基转移酶基因表达水平[J].中华肝脏病杂志2001年4月第9卷第2期
    [61]Moremen KW.Golgi a 2mannosidase Ⅱ deficiency in vertebrate sys2tems:implications for asparagine21inked oligosaccharide processing in mammals[J].Biochim Biophys Acta,2002,1573:225-2351
    [62]Hirsch C,Blom D.Ploegh HL.A role for N2glycanase in the cy2 tosolic turnover of glycoproteins[J].EMBO,2003,22:1036 -10461
    [64]Moremen KW,Trimble RB,Herscovics A.Glycosidases of the as2 paragine21inked oligosaccharide processing pathway[J].Glycobiolo-gy,1994,4:113 -1251
    [65]Kukuruzinska MA,Lennon K.Protein N2glucosylation:molecular and functional significance[J].Crit Rev Oral Biol Med,1998,9(4):415-4481
    [66]Elbein AD.Glycosidase inhibitors:inhibitors of N-linked oligosac-charide processing [J].The FASEB Journal,1991,5:3055-3063
    [67]Daniel P,Winchester B,Warren CD.Mammalian α 2mannosidase-multiple forms but acommon purpose[J]Glycobiology,1994,4:113-1251
    [68]Herscovics A,Schneikert J,Athanassiadis A,et al.Isolation of a mouse Golgi mannosidase cDNA,a member of a gene family con2served from yeast to mammals[J].J Biol Chem,1994,269:9864 -98711
    [69]Blom N,Sicheritz2Pontén T,Gupta R,et al.Prediction of post2translational glycosylation and phosphorylation of protein from the amino acid sequence[J].Proteomics,2004,(4):1633-16491
    [70]Elbein AD.Inhibitors of the biosynthesis and processing of N-linked oligosaccharide chains[J].Annul Rev Biochem,1987,56:497 -5341
    [71]HerscovicsSg A,SchneikertS J,Ariadni AthanassiadisS A,et al.Isolation of a Mouse Golgi Mannosidase cDNA,a Member of a GeneFamily Conserved from Yeast to Mammals[J].J Biol Chem,269(13):9864-98711
    [72]Daniel P,Winchester B,Warren CD.Mammaliana-mannosidase-multiple forms but acommon purpose[J]? Glycobiology,1994,4:113-1251
    [73]Winchester B.Lysosomal metabolismof glycoproteins[J].Glycobiol2ogy,2005,15 (6):1R-15R.
    [74] Suh K, Bergmann JE , Gabel CA. Selective retention of monoglucosy-lated high mannose oligosaccharides by a class of mutant vesicular sto-matitis virus Gproteins [J ].J Cell Biol, 1989 ,108 : 811 - 8191
    [75] Trombetta ES . The contribution of N2glycans and their processing in the endoplasmic reticulum to glycoprotein biosynthesis [J]. Glycobiology , 2003 ,13 (9): 77R - 91R.
    [76] Freeze HH. Update and perspectives on congenital disorders of glycol-sylation[J] .Glycobiology , 2001,11 :129R - 43R.
    [77] Grunewald S , Matthijs G, Jaeken , J . Congenital disorders of glycol-sylation : a review [J ] . Pediatric Res , 2002 , 52 (5): 618 - 6241
    [78] Fukuda MN. HEMPAS disease : genetic defect of glycosylation[J] . Glycobiology , 1990 ,1(1) :9 -151
    [79] Fukuda MN. HEMPAS Hereditary erythroblastic multinuclearity with positive acidified serum lysis test [J] .Biochim Biophys Acta , 1999 ,1455(2 - 3) :231 - 2391
    [80] Chui D , Oh2Eda M, Liao YF , et al . Alpha2mannosidase2Ⅱ deficien-cy results in dyserythropoiesis and unveils an alternate pathway in oli-gosaccharide biosynthesis [J ] .Cell, 1997, 90(1): 157-1671
    [81] Roces DP , Lullmann2Rauch R , Peng J . Efficacy of enzyme replace-ment therapy ina-mannosidosis mice : a preclinical animal study[J ] . Human Molecular Genetics ,2004 ,13 (18) :1979 -1988
    [82] Ramachandran U. alpha2Mannosidosis : functional cloning of the lyso-somal alpha2mannosidase cDNA and identification of a mutation in two affected siblings [J ] .Hum Mol Genet, 1997 , 6 (5) :717 - 7261
    [83] Leeflang EP , Marsh SE , ParriniE , et al . Patient with bilateral periventricular nodular heterotopia and polymicrogyria with apparently balanced reciprocal translocation t (1 ;6) (p12 ;p1212) that interrupts the mannosidase alpha , class 1A , and glutathione S2transferase A-genes[J ]. J Med Genet, 2003 , 40 :1 - 61
    [84] Winchester B. Lysosomal metabolismof glycoproteins [J ] . Glycobiol2ogy , 2005 , 15 (6 ) :1R - 15R.
    [85] Suh K, Bergmann JE , Gabel CA. Selective retention of monoglucosy-lated high mannose oligosaccharides by a class of mutant vesicular sto-matitis virus Gproteins [J] .J Cell Biol, 1989 , 108 : 811 - 8191
    [86] Ren Y, Poon RT, Tsui HT, et al. Interleukin - 8 serum levels in patients with hepatocellular carcinoma: correlations with clinico-pathological features and p rognosis[J].Clin Cancer Res,2003,9(16 Pt 1):5996-6001.
    [87]Liebman HA,Furie BC,TongMJ,et al.Des -gammacarboxy(abnor-mal) p rothrombin as a serum marker of p rimary hepatocellular carci-noma.N Engl J Med,1984;310:1427
    [88]Ikoma J,KaitoM,Ishihara T,et al.Early diagnosis of hepatocellular carcinoma using a sensitive assay for serum des -gamma -carboxy p rothrombin:a prospective study.Hepatogastroenterology,2002;49:235
    [89]IshiiM,Gamam H,Chida N,Simultaneous measurements of serum alpha -fetop rotein and p rotein induced by vitamin K absence for de-tecting hepatocellular carcinoma.South Tohoku District Study Group.Am J Gastroenterol,2000;95:1036
    [90]Marrero JA,Romano PR,Nikolaeva O,et al.GP73,a resident Golgi glycoprotein,is a novel serum marker for hepatocellular carcinoma.J Hepatol,2005;43:1007
    [91]NorimasaM,Yoshiko M,Takamasa K,et al.Serum human te2 lomerase reverse transcrip tase messenger RNA as a novel tumor marker for hepatocellular carcinoma[J].Clin Cancer Res,2005,11(9):3205-3209.
    [92]Guo Y,Zhou X,Liu E,et al.Difference in hTERT gene exp res2sions between HBsAg-positive and HBsAg-negative hepatocel2 lular carcinoma[J].J Huazhong Univ Sci Technol Med Sci,2005,25(3):303-306
    [93]Hann HL,Stahlhut MW,Millman I.Cancer Res[J],1984,44(9):3898 -3901.
    [94].Graves DJ.Powerful tools for genetic analysis come of age.Trends [J].Biotechno11999;17:127-134
    [95].Yang GP,Ross DT,Kuang ww,et al.Combining SSH and cDNA microarrays for rapid identification of differentially expressed genes.[J].NucleicAcidsRes,1999,27(6):1517-1523
    [96].裘敏燕,李瑶,谢毅,毛裕民.基因芯片技术及其应用.[J].第二军医大学学报.2001.22(6):534-536
    [97]张林杰,曾益新.微阵列技术及其应用.[J].国外医学分子生物学分册.2001.23(1):46-48
    [98].张天宝.基因芯片及其在医学研究中的意义.[J].第二军医大学学报.2000 21(1):91-94窦蓉,
    [99]Fodor S P A,Read J L,Pirning M C,et al.Light-directed spatially addressable parallel chemical synthesis[J].Science,1991,251:767-773
    [100]Belgrader P,Smith J K,Weedn V W,et al.Rapid pathogen detection using a microchip PCR array instrument[J].Clin Chem,1998,44:2191-2194
    [101]Cheng J,Mann A S,Georgi E H,et al.Chip PCR[J].Ⅱ.Investigation of different PCR amplification systems in microfabricated silicon-glass chips.[J].Nucleic Acids Research,1996,24:380-385
    [102]Woolley A T,Hadley D,Landre P,et al.Functional integration of PCR amplification and capillary electrophoresis in a microfabricated DNA analysis device[J].Analytical Chemistry,1996,68:4081-4086
    [103]Mc Connell H M,Owicki J C,Kercso K M,et al.The cytosensor microphysiometer:biological applications of silicon technology[J].Science,1992,257:1906-1912
    [104]Debouck C,Goodfellow P N.DNA microarrays in drug discovery and development[J].Nature Genetics,1999,21:48-50
    [105]Stipp D.Gene chip breakthrough[N].Fortune,1997,135:56-66
    [106]阎小君,苏成芝.生物芯片技术在Hp诊断和研究中的应用[J]..世界华人消化杂志,1999,7(9):737-739.
    [107].Khan J,Bitmer ML,Chen Y,Meltzer PS,Trent JM.DNAmicroarray technology:the anticipated impact on the studyof human disease.[J].Biochim Biophys Acta 1999;1432:M17-M28
    [108].Hacia JGS Fan JB,Ryder O,Jin L,Edgemon K,Ghandour G,Mayer RA,Sun B,Hsie L,Robbins CM,Brody LC,Wang D,Lander ES,Lipshutz R,Fodor SP,Collins FS.Determinationofancestral alleles for human single-nucleotide polymorphismsusing high-density oligonucleotide arrays.[J].Nat Genet 1999;22:164-167
    [109].Halushka MK,Fan JB,Bentley K,Hsie L,Shen N,Weder A,Cooper R,Lipshutz R,Chakravarti A.Patterns of single-nucleotidepolymorphisms in candidate genes for blood-pressurehomeo stasis.[J].Nat Genet 1999;22:239-247
    [110].WangK GanLJefferyE etal.Monitoring gene expression Profile changes in ovaifncarcinomas a sing cDNA microarray.[J].Gene.1999;229(1-2):1O1
    [111].Yershaov G,Barsky V,BeigoVskiy A,et al.DNA analysis and diagnostics on oligonnucleotide microchips.[J].procNatl Acad Sci USA,1996,93(10):4913-4918.
    [112].Bucher P Regulatory elements and expression profiles[J].Curr Opin Struct Biol 19999(3):400-407
    [113]SchenaM,ShalonD Dais RW.et aLOuantitative monitoring of genes expression patterns with a complementary DNA microarray[J].Science 1995,270(20):467-470
    [114].胡蝶廖静。基因芯片技术在肿瘤研究中的应用[J].首都医科大学学报2004年3月第
    [115].Schena M Shalon D Heller R et al.Parallel human genome analys 15:microarray-based expression monitoring of 1 000 genes[J].proc NatlAcad Sci USA, 1996,93(8):10614-10619
    [116].Golub TR Slonim DK, Tamayo P et al.Molecular classification of cancer: class discovery and class Prediction by gene expression monitoring[J].Science 1999.286(15):531-537
    [117].Hacia JG Resequencing and mutational analysis using oligonucleotide microarrays[J].NatGenet, 1999, 21(1 Suppl):42-47.
    [118] Duggan D J, et al. Expression profiling using cDNA microarray[J].Nature Genetics supplement,1999,21:10-14
    [119] Bowtell D D L. Options available-from start to finish-for obtaining expression data by microarry[J]. Nature Genetics supplement, 1999,21:25-32
    [120] J Bengtsson M,Karlsson HJ,Westman G,et al. Anew minorgroove binding asymmetric cyanine reporter dye for real—time PCR. [J].Nucleic Acids Res,2003.31: 45.

© 2004-2018 中国地质图书馆版权所有 京ICP备05064691号 京公网安备11010802017129号

地址:北京市海淀区学院路29号 邮编:100083

电话:办公室:(+86 10)66554848;文献借阅、咨询服务、科技查新:66554700