|
|
|
|
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Vol. 13, Issue 6, 1929-1939, June 2002


§


**
Departments of *Biochemistry, Hepatocellular carcinoma (HCC) is a leading cause of death
worldwide. Using cDNA microarrays to characterize patterns of gene expression in HCC, we found consistent differences between the expression patterns in HCC compared with those seen in nontumor liver
tissues. The expression patterns in HCC were also readily distinguished
from those associated with tumors metastatic to liver. The global gene
expression patterns intrinsic to each tumor were sufficiently
distinctive that multiple tumor nodules from the same patient could
usually be recognized and distinguished from all the others in the
large sample set on the basis of their gene expression patterns alone.
The distinctive gene expression patterns are characteristic of the
tumors and not the patient; the expression programs seen in clonally
independent tumor nodules in the same patient were no more similar than
those in tumors from different patients. Moreover, clonally related
tumor masses that showed distinct expression profiles were also
distinguished by genotypic differences. Some features of the gene
expression patterns were associated with specific phenotypic and
genotypic characteristics of the tumors, including growth rate,
vascular invasion, and p53 overexpression.
Surgery,
¶Pathology, and @Genetics, and
Howard Hughes Medical Institute, Stanford University
School of Medicine, Stanford, California 94305; #Department
of Surgery, Beijing Cancer Hospital, Beijing, China; and Departments of
§Surgery and §§Pathology, The University of
Hong Kong, Hong Kong, China
X.C. and S.T.C. contributed equally to this work.
This article has been cited by other articles:
![]() |
X. Liu, L. Wang, S. Zhang, J. Lin, S. Zhang, M. A. Feitelson, H. Gao, and M. Zhu Mutations in the C-terminus of the X protein of hepatitis B virus regulate Wnt-5a expression in hepatoma Huh7 cells: cDNA microarray and proteomic analyses Carcinogenesis, June 1, 2008; 29(6): 1207 - 1214. [Abstract] [Full Text] [PDF] |
||||
![]() |
L. G. Acevedo, M. Bieda, R. Green, and P. J. Farnham Analysis of the Mechanisms Mediating Tumor-Specific Changes in Gene Expression in Human Liver Tumors Cancer Res., April 15, 2008; 68(8): 2641 - 2651. [Abstract] [Full Text] [PDF] |
||||
![]() |
I. G. Yulug and B. Gur-Dedeoglu Functional genomics in translational cancer research: focus on breast cancer Brief Funct Genomic Proteomic, March 7, 2008; (2008) eln009v1. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. Yang, Y. Li, H. Xiao, Q. Liu, M. Zhang, J. Zhu, W. Ma, C. Yao, J. Wang, D. Wang, et al. Gaining confidence in biological interpretation of the microarray data: the functional consistence of the significant GO categories Bioinformatics, January 15, 2008; 24(2): 265 - 271. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Katzenellenbogen, L. Mizrahi, O. Pappo, N. Klopstock, D. Olam, J. Jacob-Hirsch, N. Amariglio, G. Rechavi, E. Domany, E. Galun, et al. Molecular Mechanisms of Liver Carcinogenesis in the Mdr2-Knockout Mice Mol. Cancer Res., November 1, 2007; 5(11): 1159 - 1170. [Abstract] [Full Text] [PDF] |
||||
![]() |
L. Zhang, J. Huang, N. Yang, J. Greshock, S. Liang, K. Hasegawa, A. Giannakakis, N. Poulos, A. O'Brien-Jenkins, D. Katsaros, et al. Integrative Genomic Analysis of Phosphatidylinositol 3'-Kinase Family Identifies PIK3R3 as a Potential Therapeutic Target in Epithelial Ovarian Cancer Clin. Cancer Res., September 15, 2007; 13(18): 5314 - 5321. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. Y. Wong, H. Haack, J. L. Kissil, M. Barry, R. T. Bronson, S. S. Shen, C. A. Whittaker, D. Crowley, and R. O. Hynes Protein 4.1B suppresses prostate cancer progression and metastasis PNAS, July 31, 2007; 104(31): 12784 - 12789. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Nicolau, R. Tibshirani, A.-L. Borresen-Dale, and S. S. Jeffrey Disease-specific genomic analysis: identifying the signature of pathologic biology Bioinformatics, April 15, 2007; 23(8): 957 - 965. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. Podar, M. S. Raab, G. Tonon, M. Sattler, D. Barila, J. Zhang, Y.-T. Tai, H. Yasui, N. Raje, R. A. DePinho, et al. Up-Regulation of c-Jun Inhibits Proliferation and Induces Apoptosis via Caspase-Triggered c-Abl Cleavage in Human Multiple Myeloma Cancer Res., February 15, 2007; 67(4): 1680 - 1688. [Abstract] [Full Text] [PDF] |
||||
![]() |
P. Qiu, Z. J. Wang, K. J. R. Liu, Z.-Z. Hu, and C. H. Wu Dependence network modeling for biomarker identification Bioinformatics, January 15, 2007; 23(2): 198 - 206. [Abstract] [Full Text] [PDF] |
||||
![]() |
V. S. Tompkins, J. Hagen, A. A. Frazier, T. Lushnikova, M. P. Fitzgerald, A. di Tommaso, V. Ladeveze, F. E. Domann, C. M. Eischen, and D. E. Quelle A Novel Nuclear Interactor of ARF and MDM2 (NIAM) That Maintains Chromosomal Stability J. Biol. Chem., January 12, 2007; 282(2): 1322 - 1333. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. J. Pelham, L. Rodgers, I. Hall, R. Lucito, K. C. Q. Nguyen, N. Navin, J. Hicks, D. Mu, S. Powers, M. Wigler, et al. Identification of alterations in DNA copy number in host stromal cells during tumor progression PNAS, December 26, 2006; 103(52): 19848 - 19853. [Abstract] [Full Text] [PDF] |
||||
![]() |
M.-C. Ho, J.-J. Lin, C.-N. Chen, C.-C. Chen, H. Lee, C.-Y. Yang, Y.-H. Ni, K.-J. Chang, H.-C. Hsu, F.-J. Hsieh, et al. A Gene Expression Profile for Vascular Invasion can Predict the Recurrence After Resection of Hepatocellular Carcinoma: a Microarray Approach Ann. Surg. Oncol., November 1, 2006; 13(11): 1474 - 1484. [Abstract] [Full Text] [PDF] |
||||
![]() |
X. Yu, J. Lin, D. J. Zack, and J. Qian Computational analysis of tissue-specific combinatorial gene regulation: predicting interaction between transcription factors in human tissues Nucleic Acids Res., October 18, 2006; 34(17): 4925 - 4936. [Abstract] [Full Text] [PDF] |
||||
![]() |
B. Z. Ring, R. S. Seitz, R. Beck, W. J. Shasteen, S. M. Tarr, M. C.U. Cheang, B. J. Yoder, G. T. Budd, T. O. Nielsen, D. G. Hicks, et al. Novel Prognostic Immunohistochemical Biomarker Panel for Estrogen Receptor-Positive Breast Cancer J. Clin. Oncol., July 1, 2006; 24(19): 3039 - 3047. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. R. Mann, M. G. Backlund, F. G. Buchanan, T. Daikoku, V. R. Holla, D. W. Rosenberg, S. K. Dey, and R. N. DuBois Repression of Prostaglandin Dehydrogenase by Epidermal Growth Factor and Snail Increases Prostaglandin E2 and Promotes Cancer Progression. Cancer Res., July 1, 2006; 66(13): 6649 - 6656. [Abstract] [Full Text] [PDF] |
||||
![]() |
H. Ito, S.-i. Funahashi, N. Yamauchi, J. Shibahara, Y. Midorikawa, S. Kawai, Y. Kinoshita, A. Watanabe, Y. Hippo, T. Ohtomo, et al. Identification of ROBO1 as a Novel Hepatocellular Carcinoma Antigen and a Potential Therapeutic and Diagnostic Target. Clin. Cancer Res., June 1, 2006; 12(11): 3257 - 3264. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Fahling, R. Mrowka, A. Steege, P. Martinka, P. B. Persson, and B. J. Thiele Heterogeneous Nuclear Ribonucleoprotein-A2/B1 Modulate Collagen Prolyl 4-Hydroxylase, {alpha} (I) mRNA Stability J. Biol. Chem., April 7, 2006; 281(14): 9279 - 9286. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. C. Smith, G. Oxford, Z. Wu, M. D. Nitz, M. Conaway, H. F. Frierson, G. Hampton, and D. Theodorescu The Metastasis-Associated Gene CD24 Is Regulated by Ral GTPase and Is a Mediator of Cell Proliferation and Survival in Human Cancer Cancer Res., February 15, 2006; 66(4): 1917 - 1922. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. W. Fong, M.-S. Chua, A. B. McKie, S. H. M. Ling, V. Mason, R. Li, P. Yusoff, T. L. Lo, H. Y. Leung, S. K.S. So, et al. Sprouty 2, an Inhibitor of Mitogen-Activated Protein Kinase Signaling, Is Down-Regulated in Hepatocellular Carcinoma Cancer Res., February 15, 2006; 66(4): 2048 - 2058. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Zerbini, M. Pilli, A. Penna, G. Pelosi, C. Schianchi, A. Molinari, S. Schivazappa, C. Zibera, F. F. Fagnoni, C. Ferrari, et al. Radiofrequency Thermal Ablation of Hepatocellular Carcinoma Liver Nodules Can Activate and Enhance Tumor-Specific T-Cell Responses Cancer Res., January 15, 2006; 66(2): 1139 - 1146. [Abstract] [Full Text] [PDF] |
||||
![]() |
X. Wang, H. Zhao, Q. Xu, W. Jin, C. Liu, H. Zhang, Z. Huang, X. Zhang, Y. Zhang, D. Xin, et al. HPtaa database-potential target genes for clinical diagnosis and immunotherapy of human carcinoma Nucleic Acids Res., January 1, 2006; 34(suppl_1): D607 - D612. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. K. Choi, U. Yu, O. J. Yoo, and S. Kim Differential coexpression analysis using microarray data and its application to human cancer Bioinformatics, December 15, 2005; 21(24): 4348 - 4355. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. A. Patil, I. Gutgemann, J. Zhang, C. Ho, S.-T. Cheung, D. Ginzinger, R. Li, K. J. Dykema, S. So, S.-T. Fan, et al. Array-based comparative genomic hybridization reveals recurrent chromosomal aberrations and Jab1 as a potential target for 8q gain in hepatocellular carcinoma Carcinogenesis, December 1, 2005; 26(12): 2050 - 2057. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. Jornsten, H.-Y. Wang, W. J. Welsh, and M. Ouyang DNA microarray data imputation and significance analysis of differential expression Bioinformatics, November 15, 2005; 21(22): 4155 - 4161. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Hu and R. A. Shivdasani Overlapping Gene Expression in Fetal Mouse Intestine Development and Human Colorectal Cancer Cancer Res., October 1, 2005; 65(19): 8715 - 8722. [Abstract] [Full Text] [PDF] |
||||
![]() |
L. D. Miller, J. Smeds, J. George, V. B. Vega, L. Vergara, A. Ploner, Y. Pawitan, P. Hall, S. Klaar, E. T. Liu, et al. From The Cover: An expression signature for p53 status in human breast cancer predicts mutation status, transcriptional effects, and patient survival PNAS, September 20, 2005; 102(38): 13550 - 13555. [Abstract] [Full Text] [PDF] |
||||
![]() |
Y. Lu, P.-Y. Liu, P. Xiao, and H.-W. Deng Hotelling's T2 multivariate profiling for detecting differential expression in microarrays Bioinformatics, July 15, 2005; 21(14): 3105 - 3113. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Alpy and C. Tomasetto Give lipids a START: the StAR-related lipid transfer (START) domain in mammals J. Cell Sci., July 1, 2005; 118(13): 2791 - 2801. [Abstract] [Full Text] [PDF] |
||||
![]() |
J.-S. Lee, J. W. Grisham, and S. S. Thorgeirsson Comparative functional genomics for identifying models of human cancer Carcinogenesis, June 1, 2005; 26(6): 1013 - 1020. [Abstract] [Full Text] [PDF] |
||||
![]() |
Y. Gilad, S. A. Rifkin, P. Bertone, M. Gerstein, and K. P. White Multi-species microarrays reveal the effect of sequence divergence on gene expression profiles Genome Res., May 1, 2005; 15(5): 674 - 680. [Abstract] [Full Text] [PDF] |
||||
![]() |
Y. Liang, M. Diehn, N. Watson, A. W. Bollen, K. D. Aldape, M. K. Nicholas, K. R. Lamborn, M. S. Berger, D. Botstein, P. O. Brown, et al. Gene expression profiling reveals molecularly and clinically distinct subtypes of glioblastoma multiforme PNAS, April 19, 2005; 102(16): 5814 - 5819. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Bertucci, P. Finetti, J. Rougemont, E. Charafe-Jauffret, N. Cervera, C. Tarpin, C. Nguyen, L. Xerri, R. Houlgatte, J. Jacquemier, et al. Gene Expression Profiling Identifies Molecular Subtypes of Inflammatory Breast Cancer Cancer Res., March 15, 2005; 65(6): 2170 - 2178. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. T. Cheung, K. L. Leung, Y. C. Ip, X. Chen, D. Y. Fong, I. O. Ng, S. T. Fan, and S. So Claudin-10 Expression Level is Associated with Recurrence of Primary Hepatocellular Carcinoma Clin. Cancer Res., January 15, 2005; 11(2): 551 - 556. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. T. Cheung, S. Y. Wong, K. L. Leung, X. Chen, S. So, I. O. Ng, and S. T. Fan Granulin-Epithelin Precursor Overexpression Promotes Growth and Invasion of Hepatocellular Carcinoma Clin. Cancer Res., November 15, 2004; 10(22): 7629 - 7636. [Abstract] [Full Text] [PDF] |
||||
![]() |
H.-W. L. Hann, J. Lee, A. Bussard, C. Liu, Y. R. Jin, K. Guha, M. M. Clayton, K. Ardlie, M. J. Pellini, and M. A. Feitelson Preneoplastic Markers of Hepatitis B Virus-Associated Hepatocellular Carcinoma Cancer Res., October 15, 2004; 64(20): 7329 - 7335. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. Breuhahn, S. Vreden, R. Haddad, S. Beckebaum, D. Stippel, P. Flemming, T. Nussbaum, W. H. Caselmann, B. B. Haab, and P. Schirmacher Molecular Profiling of Human Hepatocellular Carcinoma Defines Mutually Exclusive Interferon Regulation and Insulin-Like Growth Factor II Overexpression Cancer Res., September 1, 2004; 64(17): 6058 - 6064. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. R. Rhodes, J. Yu, K. Shanker, N. Deshpande, R. Varambally, D. Ghosh, T. Barrette, A. Pandey, and A. M. Chinnaiyan Large-scale meta-analysis of cancer microarray data identifies common transcriptional profiles of neoplastic transformation and progression PNAS, June 22, 2004; 101(25): 9309 - 9314. [Abstract] [Full Text] [PDF] |
||||
![]() |
H. K. Lee, A. K. Hsu, J. Sajdak, J. Qin, and P. Pavlidis Coexpression Analysis of Human Genes Across Many Microarray Data Sets Genome Res., June 1, 2004; 14(6): 1085 - 1094. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. A. Rubin, S. Varambally, R. Beroukhim, S. A. Tomlins, D. R. Rhodes, P. L. Paris, M. D. Hofer, M. Storz-Schweizer, R. Kuefer, J. A. Fletcher, et al. Overexpression, Amplification, and Androgen Regulation of TPD52 in Prostate Cancer Cancer Res., June 1, 2004; 64(11): 3814 - 3822. [Abstract] [Full Text] [PDF] |
||||
![]() |
Y. Hippo, K. Watanabe, A. Watanabe, Y. Midorikawa, S. Yamamoto, S. Ihara, S. Tokita, H. Iwanari, Y. Ito, K. Nakano, et al. Identification of Soluble NH2-Terminal Fragment of Glypican-3 as a Serological Marker for Early-Stage Hepatocellular Carcinoma Cancer Res., April 1, 2004; 64(7): 2418 - 2423. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. Sorlie, R. Tibshirani, J. Parker, T. Hastie, J. S. Marron, A. Nobel, S. Deng, H. Johnsen, R. Pesich, S. Geisler, et al. Repeated observation of breast tumor subtypes in independent gene expression data sets PNAS, July 8, 2003; 100(14): 8418 - 8423. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. W. Kim and X. W. Wang Gene expression profiling of preneoplastic liver disease and liver cancer: a new era for improved early detection and treatment of these deadly diseases? Carcinogenesis, March 1, 2003; 24(3): 363 - 369. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Moriyama, Y. Hoshida, M. Otsuka, S. Nishimura, N. Kato, T. Goto, H. Taniguchi, Y. Shiratori, N. Seki, and M. Omata Relevance Network between Chemosensitivity and Transcriptome in Human Hepatoma Cells Mol. Cancer Ther., February 1, 2003; 2(2): 199 - 205. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. Y. Leung, X. Chen, K. M. Chu, S. T. Yuen, J. Mathy, J. Ji, A. S. Y. Chan, R. Li, S. Law, O. G. Troyanskaya, et al. Phospholipase A2 group IIA expression in gastric adenocarcinoma is associated with prolonged survival and less frequent metastasis PNAS, December 10, 2002; 99(25): 16203 - 16208. [Abstract] [Full Text] [PDF] |
||||