Skip to main content
Top
Published in: Molecular Cancer 1/2007

Open Access 01-12-2007 | Research

Gene expression profiles of primary colorectal carcinomas, liver metastases, and carcinomatoses

Authors: Kristine Kleivi, Guro E Lind, Chieu B Diep, Gunn I Meling, Lin T Brandal, Jahn M Nesland, Ola Myklebost, Torleiv O Rognum, Karl-Erik Giercksky, Rolf I Skotheim, Ragnhild A Lothe

Published in: Molecular Cancer | Issue 1/2007

Login to get access

Abstract

Background

Despite the fact that metastases are the leading cause of colorectal cancer deaths, little is known about the underlying molecular changes in these advanced disease stages. Few have studied the overall gene expression levels in metastases from colorectal carcinomas, and so far, none has investigated the peritoneal carcinomatoses by use of DNA microarrays. Therefore, the aim of the present study is to investigate and compare the gene expression patterns of primary carcinomas (n = 18), liver metastases (n = 4), and carcinomatoses (n = 4), relative to normal samples from the large bowel.

Results

Transcriptome profiles of colorectal cancer metastases independent of tumor site, as well as separate profiles associated with primary carcinomas, liver metastases, or peritoneal carcinomatoses, were assessed by use of Bayesian statistics. Gains of chromosome arm 5p are common in peritoneal carcinomatoses and several candidate genes (including PTGER4, SKP2, and ZNF622) mapping to this region were overexpressed in the tumors. Expression signatures stratified on TP53 mutation status were identified across all tumors regardless of stage. Furthermore, the gene expression levels for the in vivo tumors were compared with an in vitro model consisting of cell lines representing all three tumor stages established from one patient.

Conclusion

By statistical analysis of gene expression data from primary colorectal carcinomas, liver metastases, and carcinomatoses, we are able to identify genetic patterns associated with the different stages of tumorigenesis.
Appendix
Available only for authorised users
Literature
2.
go back to reference Potter JD: Colorectal cancer: molecules and populations. J Natl Cancer Inst. 1999, 91: 916-932. 10.1093/jnci/91.11.916CrossRefPubMed Potter JD: Colorectal cancer: molecules and populations. J Natl Cancer Inst. 1999, 91: 916-932. 10.1093/jnci/91.11.916CrossRefPubMed
3.
go back to reference Schena M, Shalon D, Davis RW, Brown PO: Quantitative monitoring of gene expression patterns with a complementary DNA microarray. Science. 1995, 270: 467-470. 10.1126/science.270.5235.467CrossRefPubMed Schena M, Shalon D, Davis RW, Brown PO: Quantitative monitoring of gene expression patterns with a complementary DNA microarray. Science. 1995, 270: 467-470. 10.1126/science.270.5235.467CrossRefPubMed
4.
go back to reference Zhang L, Zhou W, Velculescu VE, Kern SE, Hruban RH, Hamilton SR, Vogelstein B, Kinzler KW: Gene expression profiles in normal and cancer cells. Science. 1997, 276: 1268-1272. 10.1126/science.276.5316.1268CrossRefPubMed Zhang L, Zhou W, Velculescu VE, Kern SE, Hruban RH, Hamilton SR, Vogelstein B, Kinzler KW: Gene expression profiles in normal and cancer cells. Science. 1997, 276: 1268-1272. 10.1126/science.276.5316.1268CrossRefPubMed
5.
go back to reference Perou CM, Sorlie T, Eisen MB, van de RM, Jeffrey SS, Rees CA, Pollack JR, Ross DT, Johnsen H, Akslen LA, Fluge O, Pergamenschikov A, Williams C, Zhu SX, Lonning PE, Borresen-Dale AL, Brown PO, Botstein D: Molecular portraits of human breast tumors. Nature. 2000, 406: 747-752. 10.1038/35021093CrossRefPubMed Perou CM, Sorlie T, Eisen MB, van de RM, Jeffrey SS, Rees CA, Pollack JR, Ross DT, Johnsen H, Akslen LA, Fluge O, Pergamenschikov A, Williams C, Zhu SX, Lonning PE, Borresen-Dale AL, Brown PO, Botstein D: Molecular portraits of human breast tumors. Nature. 2000, 406: 747-752. 10.1038/35021093CrossRefPubMed
6.
go back to reference Bittner M, Meltzer P, Chen Y, Jiang Y, Seftor E, Hendrix M, Radmacher M, Simon R, Yakhini Z, Ben Dor A, Sampas N, Dougherty E, Wang E, Marincola F, Gooden C, Lueders J, Glatfelter A, Pollock P, Carpten J, Gillanders E: Molecular classification of cutaneous malignant melanoma by gene expression profiling. Nature. 2000, 406: 536-540. 10.1038/35020115CrossRefPubMed Bittner M, Meltzer P, Chen Y, Jiang Y, Seftor E, Hendrix M, Radmacher M, Simon R, Yakhini Z, Ben Dor A, Sampas N, Dougherty E, Wang E, Marincola F, Gooden C, Lueders J, Glatfelter A, Pollock P, Carpten J, Gillanders E: Molecular classification of cutaneous malignant melanoma by gene expression profiling. Nature. 2000, 406: 536-540. 10.1038/35020115CrossRefPubMed
7.
go back to reference Chung CH, Parker JS, Karaca G, Wu J, Funkhouser WK, Moore D, Butterfoss D, Xiang D, Zanation A, Yin X, Shockley WW, Weissler MC, Dressler LG, Shores CG, Yarbrough WG, Perou CM: Molecular classification of head and neck squamous cell carcinomas using patterns of gene expression. Cancer Cell. 2004, 5: 489-500. 10.1016/S1535-6108(04)00112-6CrossRefPubMed Chung CH, Parker JS, Karaca G, Wu J, Funkhouser WK, Moore D, Butterfoss D, Xiang D, Zanation A, Yin X, Shockley WW, Weissler MC, Dressler LG, Shores CG, Yarbrough WG, Perou CM: Molecular classification of head and neck squamous cell carcinomas using patterns of gene expression. Cancer Cell. 2004, 5: 489-500. 10.1016/S1535-6108(04)00112-6CrossRefPubMed
8.
go back to reference Su AI, Welsh JB, Sapinoso LM, Kern SG, Dimitrov P, Lapp H, Schultz PG, Powell SM, Moskaluk CA, Frierson HF, Hampton GM: Molecular classification of human carcinomas by use of gene expression signatures. Cancer Res. 2001, 61: 7388-7393.PubMed Su AI, Welsh JB, Sapinoso LM, Kern SG, Dimitrov P, Lapp H, Schultz PG, Powell SM, Moskaluk CA, Frierson HF, Hampton GM: Molecular classification of human carcinomas by use of gene expression signatures. Cancer Res. 2001, 61: 7388-7393.PubMed
9.
go back to reference 't Veer LJ, Dai H, van de Vijver MJ, He YD, Hart AA, Mao M, Peterse HL, van der KK, Marton MJ, Witteveen AT, Schreiber GJ, Kerkhoven RM, Roberts C, Linsley PS, Bernards R, Friend SH: Gene expression profiling predicts clinical outcome of breast cancer. Nature. 2002, 415: 530-536. 10.1038/415530aCrossRefPubMed 't Veer LJ, Dai H, van de Vijver MJ, He YD, Hart AA, Mao M, Peterse HL, van der KK, Marton MJ, Witteveen AT, Schreiber GJ, Kerkhoven RM, Roberts C, Linsley PS, Bernards R, Friend SH: Gene expression profiling predicts clinical outcome of breast cancer. Nature. 2002, 415: 530-536. 10.1038/415530aCrossRefPubMed
10.
go back to reference Sorlie T, Perou CM, Tibshirani R, Aas T, Geisler S, Johnsen H, Hastie T, Eisen MB, van de RM, Jeffrey SS, Thorsen T, Quist H, Matese JC, Brown PO, Botstein D, Eystein LP, Borresen-Dale AL: Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci USA. 2001, 98: 10869-10874. 10.1073/pnas.191367098PubMedCentralCrossRefPubMed Sorlie T, Perou CM, Tibshirani R, Aas T, Geisler S, Johnsen H, Hastie T, Eisen MB, van de RM, Jeffrey SS, Thorsen T, Quist H, Matese JC, Brown PO, Botstein D, Eystein LP, Borresen-Dale AL: Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci USA. 2001, 98: 10869-10874. 10.1073/pnas.191367098PubMedCentralCrossRefPubMed
11.
go back to reference Ramaswamy S, Ross KN, Lander ES, Golub TR: A molecular signature of metastasis in primary solid tumors. Nat Genet. 2003, 33: 49-54. 10.1038/ng1060CrossRefPubMed Ramaswamy S, Ross KN, Lander ES, Golub TR: A molecular signature of metastasis in primary solid tumors. Nat Genet. 2003, 33: 49-54. 10.1038/ng1060CrossRefPubMed
12.
go back to reference Beer DG, Kardia SL, Huang CC, Giordano TJ, Levin AM, Misek DE, Lin L, Chen G, Gharib TG, Thomas DG, Lizyness ML, Kuick R, Hayasaka S, Taylor JM, Iannettoni MD, Orringer MB, Hanash S: Gene-expression profiles predict survival of patients with lung adenocarcinoma. Nat Med. 2002, 8: 816-824.PubMed Beer DG, Kardia SL, Huang CC, Giordano TJ, Levin AM, Misek DE, Lin L, Chen G, Gharib TG, Thomas DG, Lizyness ML, Kuick R, Hayasaka S, Taylor JM, Iannettoni MD, Orringer MB, Hanash S: Gene-expression profiles predict survival of patients with lung adenocarcinoma. Nat Med. 2002, 8: 816-824.PubMed
13.
go back to reference Glinsky GV, Glinskii AB, Stephenson AJ, Hoffman RM, Gerald WL: Gene expression profiling predicts clinical outcome of prostate cancer. J Clin Invest. 2004, 113: 913-923. 10.1172/JCI200420032PubMedCentralCrossRefPubMed Glinsky GV, Glinskii AB, Stephenson AJ, Hoffman RM, Gerald WL: Gene expression profiling predicts clinical outcome of prostate cancer. J Clin Invest. 2004, 113: 913-923. 10.1172/JCI200420032PubMedCentralCrossRefPubMed
14.
go back to reference Weiss MM, Kuipers EJ, Postma C, Snijders AM, Siccama I, Pinkel D, Westerga J, Meuwissen SG, Albertson DG, Meijer GA: Genomic profiling of gastric cancer predicts lymph node status and survival. Oncogene. 2003, 22: 1872-1879. 10.1038/sj.onc.1206350CrossRefPubMed Weiss MM, Kuipers EJ, Postma C, Snijders AM, Siccama I, Pinkel D, Westerga J, Meuwissen SG, Albertson DG, Meijer GA: Genomic profiling of gastric cancer predicts lymph node status and survival. Oncogene. 2003, 22: 1872-1879. 10.1038/sj.onc.1206350CrossRefPubMed
15.
go back to reference Pomeroy SL, Tamayo P, Gaasenbeek M, Sturla LM, Angelo M, McLaughlin ME, Kim JY, Goumnerova LC, Black PM, Lau C, Allen JC, Zagzag D, Olson JM, Curran T, Wetmore C, Biegel JA, Poggio T, Mukherjee S, Rifkin R, Califano A: Prediction of central nervous system embryonal tumor outcome based on gene expression. Nature. 2002, 415: 436-442. 10.1038/415436aCrossRefPubMed Pomeroy SL, Tamayo P, Gaasenbeek M, Sturla LM, Angelo M, McLaughlin ME, Kim JY, Goumnerova LC, Black PM, Lau C, Allen JC, Zagzag D, Olson JM, Curran T, Wetmore C, Biegel JA, Poggio T, Mukherjee S, Rifkin R, Califano A: Prediction of central nervous system embryonal tumor outcome based on gene expression. Nature. 2002, 415: 436-442. 10.1038/415436aCrossRefPubMed
16.
go back to reference Shih W, Chetty R, Tsao MS: Expression profiling by microarrays in colorectal cancer (Review). Oncol Rep. 2005, 13: 517-524.PubMed Shih W, Chetty R, Tsao MS: Expression profiling by microarrays in colorectal cancer (Review). Oncol Rep. 2005, 13: 517-524.PubMed
17.
go back to reference Buckhaults P, Rago C, St Croix B, Romans KE, Saha S, Zhang L, Vogelstein B, Kinzler KW: Secreted and cell surface genes expressed in benign and malignant colorectal tumors. Cancer Res. 2001, 61: 6996-7001.PubMed Buckhaults P, Rago C, St Croix B, Romans KE, Saha S, Zhang L, Vogelstein B, Kinzler KW: Secreted and cell surface genes expressed in benign and malignant colorectal tumors. Cancer Res. 2001, 61: 6996-7001.PubMed
18.
go back to reference Kitahara O, Furukawa Y, Tanaka T, Kihara C, Ono K, Yanagawa R, Nita ME, Takagi T, Nakamura Y, Tsunoda T: Alterations of gene expression during colorectal carcinogenesis revealed by cDNA microarrays after laser-capture microdissection of tumor tissues and normal epithelia. Cancer Res. 2001, 61: 3544-3549.PubMed Kitahara O, Furukawa Y, Tanaka T, Kihara C, Ono K, Yanagawa R, Nita ME, Takagi T, Nakamura Y, Tsunoda T: Alterations of gene expression during colorectal carcinogenesis revealed by cDNA microarrays after laser-capture microdissection of tumor tissues and normal epithelia. Cancer Res. 2001, 61: 3544-3549.PubMed
19.
go back to reference Agrawal D, Chen T, Irby R, Quackenbush J, Chambers AF, Szabo M, Cantor A, Coppola D, Yeatman TJ: Osteopontin identified as lead marker of colon cancer progression, using pooled sample expression profiling. J Natl Cancer Inst. 2002, 94: 513-521.CrossRefPubMed Agrawal D, Chen T, Irby R, Quackenbush J, Chambers AF, Szabo M, Cantor A, Coppola D, Yeatman TJ: Osteopontin identified as lead marker of colon cancer progression, using pooled sample expression profiling. J Natl Cancer Inst. 2002, 94: 513-521.CrossRefPubMed
20.
go back to reference Koehler A, Bataille F, Schmid C, Ruemmele P, Waldeck A, Blaszyk H, Hartmann A, Hofstaedter F, Dietmaier W: Gene expression profiling of colorectal cancer and metastases divides tumors according to their clinicopathological stage. J Pathol. 2004, 204: 65-74. 10.1002/path.1606CrossRefPubMed Koehler A, Bataille F, Schmid C, Ruemmele P, Waldeck A, Blaszyk H, Hartmann A, Hofstaedter F, Dietmaier W: Gene expression profiling of colorectal cancer and metastases divides tumors according to their clinicopathological stage. J Pathol. 2004, 204: 65-74. 10.1002/path.1606CrossRefPubMed
21.
go back to reference Bertucci F, Salas S, Eysteries S, Nasser V, Finetti P, Ginestier C, Charafe-Jauffret E, Loriod B, Bachelart L, Montfort J, Victorero G, Viret F, Ollendorff V, Fert V, Giovaninni M, Delpero JR, Nguyen C, Viens P, Monges G, Birnbaum D: Gene expression profiling of colon cancer by DNA microarrays and correlation with histoclinical parameters. Oncogene. 2004, 23: 1377-1391. 10.1038/sj.onc.1207262CrossRefPubMed Bertucci F, Salas S, Eysteries S, Nasser V, Finetti P, Ginestier C, Charafe-Jauffret E, Loriod B, Bachelart L, Montfort J, Victorero G, Viret F, Ollendorff V, Fert V, Giovaninni M, Delpero JR, Nguyen C, Viens P, Monges G, Birnbaum D: Gene expression profiling of colon cancer by DNA microarrays and correlation with histoclinical parameters. Oncogene. 2004, 23: 1377-1391. 10.1038/sj.onc.1207262CrossRefPubMed
22.
go back to reference Bandres E, Catalan V, Sola I, Honorato B, Cubedo E, Cordeu L, Andion E, Escalada A, Zarate R, Salgado E, Zabalegui N, Garcia F, Garcia-Foncillas J: Dysregulation of apoptosis is a major mechanism in the lymph node involvement in colorectal carcinoma. Oncol Rep. 2004, 12: 287-292.PubMed Bandres E, Catalan V, Sola I, Honorato B, Cubedo E, Cordeu L, Andion E, Escalada A, Zarate R, Salgado E, Zabalegui N, Garcia F, Garcia-Foncillas J: Dysregulation of apoptosis is a major mechanism in the lymph node involvement in colorectal carcinoma. Oncol Rep. 2004, 12: 287-292.PubMed
23.
go back to reference Li M, Lin YM, Hasegawa S, Shimokawa T, Murata K, Kameyama M, Ishikawa O, Katagiri T, Tsunoda T, Nakamura Y, Furukawa Y: Genes associated with liver metastasis of colon cancer, identified by genome-wide cDNA microarray. Int J Oncol. 2004, 24: 305-312.PubMed Li M, Lin YM, Hasegawa S, Shimokawa T, Murata K, Kameyama M, Ishikawa O, Katagiri T, Tsunoda T, Nakamura Y, Furukawa Y: Genes associated with liver metastasis of colon cancer, identified by genome-wide cDNA microarray. Int J Oncol. 2004, 24: 305-312.PubMed
24.
go back to reference D'Arrigo A, Belluco C, Ambrosi A, Digito M, Esposito G, Bertola A, Fabris M, Nofrate V, Mammano E, Leon A, Nitti D, Lise M: Metastatic transcriptional pattern revealed by gene expression profiling in primary colorectal carcinoma. Int J Cancer. 2005, 115: 256-262. 10.1002/ijc.20883CrossRefPubMed D'Arrigo A, Belluco C, Ambrosi A, Digito M, Esposito G, Bertola A, Fabris M, Nofrate V, Mammano E, Leon A, Nitti D, Lise M: Metastatic transcriptional pattern revealed by gene expression profiling in primary colorectal carcinoma. Int J Cancer. 2005, 115: 256-262. 10.1002/ijc.20883CrossRefPubMed
25.
go back to reference Ishwaran H, Rao JS: Detecting differentially expressed genes in microarrays using bayesian model selection. Journal of the American Statistical Association. 2003, 98: 438-455. 10.1198/016214503000224.CrossRef Ishwaran H, Rao JS: Detecting differentially expressed genes in microarrays using bayesian model selection. Journal of the American Statistical Association. 2003, 98: 438-455. 10.1198/016214503000224.CrossRef
26.
go back to reference Diep CB, Teixeira MR, Thorstensen L, Wiig JN, Eknaes M, Nesland JM, Giercksky KE, Johansson B, Lothe RA: Genome characteristics of primary carcinomas, local recurrences, carcinomatoses, and liver metastases from colorectal cancer patients. Mol Cancer. 2004, 3 (6): 6- 10.1186/1476-4598-3-6PubMedCentralCrossRefPubMed Diep CB, Teixeira MR, Thorstensen L, Wiig JN, Eknaes M, Nesland JM, Giercksky KE, Johansson B, Lothe RA: Genome characteristics of primary carcinomas, local recurrences, carcinomatoses, and liver metastases from colorectal cancer patients. Mol Cancer. 2004, 3 (6): 6- 10.1186/1476-4598-3-6PubMedCentralCrossRefPubMed
27.
go back to reference Kleivi K, Teixeira MR, Eknaes M, Diep CB, Jakobsen KS, Hamelin R, Lothe RA: Genome signatures of colon carcinoma cell lines. Cancer Genet Cytogenet. 2004, 155: 119-131. 10.1016/j.cancergencyto.2004.03.014CrossRefPubMed Kleivi K, Teixeira MR, Eknaes M, Diep CB, Jakobsen KS, Hamelin R, Lothe RA: Genome signatures of colon carcinoma cell lines. Cancer Genet Cytogenet. 2004, 155: 119-131. 10.1016/j.cancergencyto.2004.03.014CrossRefPubMed
28.
go back to reference Saha S, Bardelli A, Buckhaults P, Velculescu VE, Rago C, St Croix B, Romans KE, Choti MA, Lengauer C, Kinzler KW, Vogelstein B: A phosphatase associated with metastasis of colorectal cancer. Science. 2001, 294: 1343-1346. 10.1126/science.1065817CrossRefPubMed Saha S, Bardelli A, Buckhaults P, Velculescu VE, Rago C, St Croix B, Romans KE, Choti MA, Lengauer C, Kinzler KW, Vogelstein B: A phosphatase associated with metastasis of colorectal cancer. Science. 2001, 294: 1343-1346. 10.1126/science.1065817CrossRefPubMed
29.
go back to reference Yanagawa R, Furukawa Y, Tsunoda T, Kitahara O, Kameyama M, Murata K, Ishikawa O, Nakamura Y: Genome-wide screening of genes showing altered expression in liver metastases of human colorectal cancers by cDNA microarray. Neoplasia. 2001, 3: 395-401. 10.1038/sj.neo.7900185PubMedCentralCrossRefPubMed Yanagawa R, Furukawa Y, Tsunoda T, Kitahara O, Kameyama M, Murata K, Ishikawa O, Nakamura Y: Genome-wide screening of genes showing altered expression in liver metastases of human colorectal cancers by cDNA microarray. Neoplasia. 2001, 3: 395-401. 10.1038/sj.neo.7900185PubMedCentralCrossRefPubMed
30.
go back to reference Jarry A, Vallette G, Cassagnau E, Moreau A, Bou-Hanna C, Lemarre P, Letessier E, Le Neel JC, Galmiche JP, Laboisse CL: Interleukin 1 and interleukin 1beta converting enzyme (caspase 1) expression in the human colonic epithelial barrier. Caspase 1 downregulation in colon cancer. Gut. 1999, 45: 246-251.PubMedCentralCrossRefPubMed Jarry A, Vallette G, Cassagnau E, Moreau A, Bou-Hanna C, Lemarre P, Letessier E, Le Neel JC, Galmiche JP, Laboisse CL: Interleukin 1 and interleukin 1beta converting enzyme (caspase 1) expression in the human colonic epithelial barrier. Caspase 1 downregulation in colon cancer. Gut. 1999, 45: 246-251.PubMedCentralCrossRefPubMed
31.
go back to reference Diep CB, Thorstensen L, Meling GI, Skovlund E, Rognum TO, Lothe RA: Genetic tumor markers with prognostic impact in dukes' stages B and C colorectal cancer patients. J Clin Oncol. 2003, 21: 820-829. 10.1200/JCO.2003.05.190CrossRefPubMed Diep CB, Thorstensen L, Meling GI, Skovlund E, Rognum TO, Lothe RA: Genetic tumor markers with prognostic impact in dukes' stages B and C colorectal cancer patients. J Clin Oncol. 2003, 21: 820-829. 10.1200/JCO.2003.05.190CrossRefPubMed
32.
go back to reference Yanaihara N, Kohno T, Takakura S, Takei K, Otsuka A, Sunaga N, Takahashi M, Yamazaki M, Tashiro H, Fukuzumi Y, Fujimori Y, Hagiwara K, Tanaka T, Yokota J: Physical and transcriptional map of a 311-kb segment of chromosome 18q21, a candidate lung tumor suppressor locus. Genomics. 2001, 72: 169-179. 10.1006/geno.2000.6454CrossRefPubMed Yanaihara N, Kohno T, Takakura S, Takei K, Otsuka A, Sunaga N, Takahashi M, Yamazaki M, Tashiro H, Fukuzumi Y, Fujimori Y, Hagiwara K, Tanaka T, Yokota J: Physical and transcriptional map of a 311-kb segment of chromosome 18q21, a candidate lung tumor suppressor locus. Genomics. 2001, 72: 169-179. 10.1006/geno.2000.6454CrossRefPubMed
33.
go back to reference Lampson MA, Renduchitala K, Khodjakov A, Kapoor TM: Correcting improper chromosome-spindle attachments during cell division. Nat Cell Biol. 2004, 6: 232-237. 10.1038/ncb1102CrossRefPubMed Lampson MA, Renduchitala K, Khodjakov A, Kapoor TM: Correcting improper chromosome-spindle attachments during cell division. Nat Cell Biol. 2004, 6: 232-237. 10.1038/ncb1102CrossRefPubMed
34.
go back to reference Praml C, Amler LC, Dihlmann S, Finke LH, Schlag P, Schwab M: Secretory type II phospholipase A2 (PLA2G2A) expression status in colorectal carcinoma derived cell lines and in normal colonic mucosa. Oncogene. 1998, 17: 2009-2012. 10.1038/sj.onc.1202121CrossRefPubMed Praml C, Amler LC, Dihlmann S, Finke LH, Schlag P, Schwab M: Secretory type II phospholipase A2 (PLA2G2A) expression status in colorectal carcinoma derived cell lines and in normal colonic mucosa. Oncogene. 1998, 17: 2009-2012. 10.1038/sj.onc.1202121CrossRefPubMed
35.
go back to reference Marken JS, Schieven GL, Hellstrom I, Hellstrom KE, Aruffo A: Cloning and expression of the tumor-associated antigen L6. Proc Natl Acad Sci USA. 1992, 89: 3503-3507. 10.1073/pnas.89.8.3503PubMedCentralCrossRefPubMed Marken JS, Schieven GL, Hellstrom I, Hellstrom KE, Aruffo A: Cloning and expression of the tumor-associated antigen L6. Proc Natl Acad Sci USA. 1992, 89: 3503-3507. 10.1073/pnas.89.8.3503PubMedCentralCrossRefPubMed
36.
go back to reference Kao YR, Shih JY, Wen WC, Ko YP, Chen BM, Chan YL, Chu YW, Yang PC, Wu CW, Roffler SR: Tumor-associated antigen L6 and the invasion of human lung cancer cells. Clin Cancer Res. 2003, 9: 2807-2816.PubMed Kao YR, Shih JY, Wen WC, Ko YP, Chen BM, Chan YL, Chu YW, Yang PC, Wu CW, Roffler SR: Tumor-associated antigen L6 and the invasion of human lung cancer cells. Clin Cancer Res. 2003, 9: 2807-2816.PubMed
37.
go back to reference Prescott JE, Osthus RC, Lee LA, Lewis BC, Shim H, Barrett JF, Guo Q, Hawkins AL, Griffin CA, Dang CV: A novel c-Myc-responsive gene, JPO1, participates in neoplastic transformation. J Biol Chem. 2001, 276: 48276-48284.PubMed Prescott JE, Osthus RC, Lee LA, Lewis BC, Shim H, Barrett JF, Guo Q, Hawkins AL, Griffin CA, Dang CV: A novel c-Myc-responsive gene, JPO1, participates in neoplastic transformation. J Biol Chem. 2001, 276: 48276-48284.PubMed
38.
go back to reference Notterman DA, Alon U, Sierk AJ, Levine AJ: Transcriptional gene expression profiles of colorectal adenoma, adenocarcinoma, and normal tissue examined by oligonucleotide arrays. Cancer Res. 2001, 61: 3124-3130.PubMed Notterman DA, Alon U, Sierk AJ, Levine AJ: Transcriptional gene expression profiles of colorectal adenoma, adenocarcinoma, and normal tissue examined by oligonucleotide arrays. Cancer Res. 2001, 61: 3124-3130.PubMed
39.
go back to reference Zou TT, Selaru FM, Xu Y, Shustova V, Yin J, Mori Y, Shibata D, Sato F, Wang S, Olaru A, Deacu E, Liu TC, Abraham JM, Meltzer SJ: Application of cDNA microarrays to generate a molecular taxonomy capable of distinguishing between colon cancer and normal colon. Oncogene. 2002, 21: 4855-4862. 10.1038/sj.onc.1205613CrossRefPubMed Zou TT, Selaru FM, Xu Y, Shustova V, Yin J, Mori Y, Shibata D, Sato F, Wang S, Olaru A, Deacu E, Liu TC, Abraham JM, Meltzer SJ: Application of cDNA microarrays to generate a molecular taxonomy capable of distinguishing between colon cancer and normal colon. Oncogene. 2002, 21: 4855-4862. 10.1038/sj.onc.1205613CrossRefPubMed
40.
go back to reference Williams NS, Gaynor RB, Scoggin S, Verma U, Gokaslan T, Simmang C, Fleming J, Tavana D, Frenkel E, Becerra C: Identification and validation of genes involved in the pathogenesis of colorectal cancer using cDNA microarrays and RNA interference. Clin Cancer Res. 2003, 9: 931-946.PubMed Williams NS, Gaynor RB, Scoggin S, Verma U, Gokaslan T, Simmang C, Fleming J, Tavana D, Frenkel E, Becerra C: Identification and validation of genes involved in the pathogenesis of colorectal cancer using cDNA microarrays and RNA interference. Clin Cancer Res. 2003, 9: 931-946.PubMed
41.
go back to reference Li A, Varney ML, Singh RK: Constitutive expression of growth regulated oncogene (gro) in human colon carcinoma cells with different metastatic potential and its role in regulating their metastatic phenotype. Clin Exp Metastasis. 2004, 21: 571-579. 10.1007/s10585-004-5458-3CrossRefPubMed Li A, Varney ML, Singh RK: Constitutive expression of growth regulated oncogene (gro) in human colon carcinoma cells with different metastatic potential and its role in regulating their metastatic phenotype. Clin Exp Metastasis. 2004, 21: 571-579. 10.1007/s10585-004-5458-3CrossRefPubMed
42.
go back to reference Birkenkamp-Demtroder K, Olesen SH, Sorensen FB, Laurberg S, Laiho P, Aaltonen LA, ORntoft TF: Differential gene expression in colon cancer of the caecum versus the sigmoid and rectosigmoid. Gut. 2005, 54: 374-384. 10.1136/gut.2003.036848PubMedCentralCrossRefPubMed Birkenkamp-Demtroder K, Olesen SH, Sorensen FB, Laurberg S, Laiho P, Aaltonen LA, ORntoft TF: Differential gene expression in colon cancer of the caecum versus the sigmoid and rectosigmoid. Gut. 2005, 54: 374-384. 10.1136/gut.2003.036848PubMedCentralCrossRefPubMed
43.
go back to reference Yang SK, Choi MS, Kim OH, Myung SJ, Jung HY, Hong WS, Kim JH, Min YI: The increased expression of an array of C-X-C and C-C chemokines in the colonic mucosa of patients with ulcerative colitis: regulation by corticosteroids. Am J Gastroenterol. 2002, 97: 126-132. 10.1111/j.1572-0241.2002.05431.xCrossRefPubMed Yang SK, Choi MS, Kim OH, Myung SJ, Jung HY, Hong WS, Kim JH, Min YI: The increased expression of an array of C-X-C and C-C chemokines in the colonic mucosa of patients with ulcerative colitis: regulation by corticosteroids. Am J Gastroenterol. 2002, 97: 126-132. 10.1111/j.1572-0241.2002.05431.xCrossRefPubMed
44.
go back to reference Friedl A, Stoesz SP, Buckley P, Gould MN: Neutrophil gelatinase-associated lipocalin in normal and neoplastic human tissues. Cell type-specific pattern of expression. Histochem J. 1999, 31: 433-441. 10.1023/A:1003708808934CrossRefPubMed Friedl A, Stoesz SP, Buckley P, Gould MN: Neutrophil gelatinase-associated lipocalin in normal and neoplastic human tissues. Cell type-specific pattern of expression. Histochem J. 1999, 31: 433-441. 10.1023/A:1003708808934CrossRefPubMed
45.
go back to reference Zucker S, Vacirca J: Role of matrix metalloproteinases (MMPs) in colorectal cancer. Cancer Metastasis Rev. 2004, 23: 101-117. 10.1023/A:1025867130437CrossRefPubMed Zucker S, Vacirca J: Role of matrix metalloproteinases (MMPs) in colorectal cancer. Cancer Metastasis Rev. 2004, 23: 101-117. 10.1023/A:1025867130437CrossRefPubMed
46.
go back to reference Croner RS, Foertsch T, Brueckl WM, Guenther K, Siebenhaar R, Stremmel C, Matzel KE, Papadopoulos T, Kirchner T, Behrens J, Klein-Hitpass L, Stuerzl M, Hohenberger W, Reingruber B: Common denominator genes that distinguish colorectal carcinoma from normal mucosa. Int J Colorectal Dis. 2005, 20: 353-362. 10.1007/s00384-004-0664-7CrossRefPubMed Croner RS, Foertsch T, Brueckl WM, Guenther K, Siebenhaar R, Stremmel C, Matzel KE, Papadopoulos T, Kirchner T, Behrens J, Klein-Hitpass L, Stuerzl M, Hohenberger W, Reingruber B: Common denominator genes that distinguish colorectal carcinoma from normal mucosa. Int J Colorectal Dis. 2005, 20: 353-362. 10.1007/s00384-004-0664-7CrossRefPubMed
47.
go back to reference Moss SF, Krivosheyev V, de Souza A, Chin K, Gaetz HP, Chaudhary N, Worman HJ, Holt PR: Decreased and aberrant nuclear lamin expression in gastrointestinal tract neoplasms. Gut. 1999, 45: 723-729.PubMedCentralCrossRefPubMed Moss SF, Krivosheyev V, de Souza A, Chin K, Gaetz HP, Chaudhary N, Worman HJ, Holt PR: Decreased and aberrant nuclear lamin expression in gastrointestinal tract neoplasms. Gut. 1999, 45: 723-729.PubMedCentralCrossRefPubMed
48.
go back to reference Clark ME, Kelner GS, Turbeville LA, Boyer A, Arden KC, Maki RA: ADAMTS9, a novel member of the ADAM-TS/metallospondin gene family. Genomics. 2000, 67: 343-350. 10.1006/geno.2000.6246CrossRefPubMed Clark ME, Kelner GS, Turbeville LA, Boyer A, Arden KC, Maki RA: ADAMTS9, a novel member of the ADAM-TS/metallospondin gene family. Genomics. 2000, 67: 343-350. 10.1006/geno.2000.6246CrossRefPubMed
50.
go back to reference Lind GE, Kleivi K, Meling GI, Teixeira MR, Thiis-Evensen E, Rognum T, Lothe RA: ADAMTS1, CRABP1, and NR3C1 identified as epigenetically deregulated genes in colorectal tumorigenesis. Cell Oncol. 2006, 28: 259-272.PubMed Lind GE, Kleivi K, Meling GI, Teixeira MR, Thiis-Evensen E, Rognum T, Lothe RA: ADAMTS1, CRABP1, and NR3C1 identified as epigenetically deregulated genes in colorectal tumorigenesis. Cell Oncol. 2006, 28: 259-272.PubMed
51.
go back to reference Thompson J, Seitz M, Chastre E, Ditter M, Aldrian C, Gespach C, Zimmermann W: Down-regulation of carcinoembryonic antigen family member 2 expression is an early event in colorectal tumorigenesis. Cancer Res. 1997, 57: 1776-1784.PubMed Thompson J, Seitz M, Chastre E, Ditter M, Aldrian C, Gespach C, Zimmermann W: Down-regulation of carcinoembryonic antigen family member 2 expression is an early event in colorectal tumorigenesis. Cancer Res. 1997, 57: 1776-1784.PubMed
52.
go back to reference Wanzel M, Kleine-Kohlbrecher D, Herold S, Hock A, Berns K, Park J, Hemmings B, Eilers M: Akt and 14-3-3eta regulate Miz1 to control cell-cycle arrest after DNA damage. Nat Cell Biol. 2005, 7: 30-41. 10.1038/ncb1202CrossRefPubMed Wanzel M, Kleine-Kohlbrecher D, Herold S, Hock A, Berns K, Park J, Hemmings B, Eilers M: Akt and 14-3-3eta regulate Miz1 to control cell-cycle arrest after DNA damage. Nat Cell Biol. 2005, 7: 30-41. 10.1038/ncb1202CrossRefPubMed
53.
go back to reference Wu S, Cetinkaya C, Munoz-Alonso MJ, von der LN, Bahram F, Beuger V, Eilers M, Leon J, Larsson LG: Myc represses differentiation-induced p21CIP1 expression via Miz-1-dependent interaction with the p21 core promoter. Oncogene. 2003, 22: 351-360. 10.1038/sj.onc.1206145CrossRefPubMed Wu S, Cetinkaya C, Munoz-Alonso MJ, von der LN, Bahram F, Beuger V, Eilers M, Leon J, Larsson LG: Myc represses differentiation-induced p21CIP1 expression via Miz-1-dependent interaction with the p21 core promoter. Oncogene. 2003, 22: 351-360. 10.1038/sj.onc.1206145CrossRefPubMed
54.
go back to reference Schmidt D, Muller S: Members of the PIAS family act as SUMO ligases for c-Jun and p53 and repress p53 activity. Proc Natl Acad Sci USA. 2002, 99: 2872-2877. 10.1073/pnas.052559499PubMedCentralCrossRefPubMed Schmidt D, Muller S: Members of the PIAS family act as SUMO ligases for c-Jun and p53 and repress p53 activity. Proc Natl Acad Sci USA. 2002, 99: 2872-2877. 10.1073/pnas.052559499PubMedCentralCrossRefPubMed
55.
go back to reference Komori T, Takemasa I, Higuchi H, Yamasaki M, Ikeda M, Yamamoto H, Ohue M, Nakamori S, Sekimoto M, Matsubara K, Monden M: Identification of differentially expressed genes involved in colorectal carcinogenesis using a cDNA microarray. J Exp Clin Cancer Res. 2004, 23: 521-527.PubMed Komori T, Takemasa I, Higuchi H, Yamasaki M, Ikeda M, Yamamoto H, Ohue M, Nakamori S, Sekimoto M, Matsubara K, Monden M: Identification of differentially expressed genes involved in colorectal carcinogenesis using a cDNA microarray. J Exp Clin Cancer Res. 2004, 23: 521-527.PubMed
56.
go back to reference Mori Y, Selaru FM, Sato F, Yin J, Simms LA, Xu Y, Olaru A, Deacu E, Wang S, Taylor JM, Young J, Leggett B, Jass JR, Abraham JM, Shibata D, Meltzer SJ: The impact of microsatellite instability on the molecular phenotype of colorectal tumors. Cancer Res. 2003, 63: 4577-4582.PubMed Mori Y, Selaru FM, Sato F, Yin J, Simms LA, Xu Y, Olaru A, Deacu E, Wang S, Taylor JM, Young J, Leggett B, Jass JR, Abraham JM, Shibata D, Meltzer SJ: The impact of microsatellite instability on the molecular phenotype of colorectal tumors. Cancer Res. 2003, 63: 4577-4582.PubMed
57.
go back to reference Dunican DS, McWilliam P, Tighe O, Parle-McDermott A, Croke DT: Gene expression differences between the microsatellite instability (MIN) and chromosomal instability (CIN) phenotypes in colorectal cancer revealed by high-density cDNA array hybridization. Oncogene. 2002, 21: 3253-3257. 10.1038/sj.onc.1205431CrossRefPubMed Dunican DS, McWilliam P, Tighe O, Parle-McDermott A, Croke DT: Gene expression differences between the microsatellite instability (MIN) and chromosomal instability (CIN) phenotypes in colorectal cancer revealed by high-density cDNA array hybridization. Oncogene. 2002, 21: 3253-3257. 10.1038/sj.onc.1205431CrossRefPubMed
58.
go back to reference Zeng ZJ, Yang LY, Ding X, Wang W: Expressions of cysteine-rich61, connective tissue growth factor and Nov genes in hepatocellular carcinoma and their clinical significance. World J Gastroenterol. 2004, 10: 3414-3418.PubMedCentralCrossRefPubMed Zeng ZJ, Yang LY, Ding X, Wang W: Expressions of cysteine-rich61, connective tissue growth factor and Nov genes in hepatocellular carcinoma and their clinical significance. World J Gastroenterol. 2004, 10: 3414-3418.PubMedCentralCrossRefPubMed
59.
go back to reference Shimizu T, Okayama A, Inoue T, Takeda K: Analysis of gene expression during staurosporine-induced neuronal differentiation of human prostate cancer cells. Oncol Rep. 2005, 14: 441-448.PubMed Shimizu T, Okayama A, Inoue T, Takeda K: Analysis of gene expression during staurosporine-induced neuronal differentiation of human prostate cancer cells. Oncol Rep. 2005, 14: 441-448.PubMed
60.
go back to reference Jiang WG, Watkins G, Fodstad O, Douglas-Jones A, Mokbel K, Mansel RE: Differential expression of the CCN family members Cyr61, CTGF and Nov in human breast cancer. Endocr Relat Cancer. 2004, 11: 781-791. 10.1677/erc.1.00825CrossRefPubMed Jiang WG, Watkins G, Fodstad O, Douglas-Jones A, Mokbel K, Mansel RE: Differential expression of the CCN family members Cyr61, CTGF and Nov in human breast cancer. Endocr Relat Cancer. 2004, 11: 781-791. 10.1677/erc.1.00825CrossRefPubMed
61.
go back to reference Chang CC, Shih JY, Jeng YM, Su JL, Lin BZ, Chen ST, Chau YP, Yang PC, Kuo ML: Connective tissue growth factor and its role in lung adenocarcinoma invasion and metastasis. J Natl Cancer Inst. 2004, 96: 364-375.CrossRefPubMed Chang CC, Shih JY, Jeng YM, Su JL, Lin BZ, Chen ST, Chau YP, Yang PC, Kuo ML: Connective tissue growth factor and its role in lung adenocarcinoma invasion and metastasis. J Natl Cancer Inst. 2004, 96: 364-375.CrossRefPubMed
62.
go back to reference Lin BR, Chang CC, Che TF, Chen ST, Chen RJ, Yang CY, Jeng YM, Liang JT, Lee PH, Chang KJ, Chau YP, Kuo ML: Connective tissue growth factor inhibits metastasis and acts as an independent prognostic marker in colorectal cancer. Gastroenterology. 2005, 128: 9-23. 10.1053/j.gastro.2004.10.007CrossRefPubMed Lin BR, Chang CC, Che TF, Chen ST, Chen RJ, Yang CY, Jeng YM, Liang JT, Lee PH, Chang KJ, Chau YP, Kuo ML: Connective tissue growth factor inhibits metastasis and acts as an independent prognostic marker in colorectal cancer. Gastroenterology. 2005, 128: 9-23. 10.1053/j.gastro.2004.10.007CrossRefPubMed
63.
go back to reference Bieche I, Tozlu S, Girault I, Lidereau R: Identification of a three-gene expression signature of poor-prognosis breast carcinoma. Mol Cancer. 2004, 3: 37- 10.1186/1476-4598-3-37PubMedCentralCrossRefPubMed Bieche I, Tozlu S, Girault I, Lidereau R: Identification of a three-gene expression signature of poor-prognosis breast carcinoma. Mol Cancer. 2004, 3: 37- 10.1186/1476-4598-3-37PubMedCentralCrossRefPubMed
64.
go back to reference Miller CT, Moy JR, Lin L, Schipper M, Normolle D, Brenner DE, Iannettoni MD, Orringer MB, Beer DG: Gene amplification in esophageal adenocarcinomas and Barrett's with high-grade dysplasia. Clin Cancer Res. 2003, 9: 4819-4825.PubMed Miller CT, Moy JR, Lin L, Schipper M, Normolle D, Brenner DE, Iannettoni MD, Orringer MB, Beer DG: Gene amplification in esophageal adenocarcinomas and Barrett's with high-grade dysplasia. Clin Cancer Res. 2003, 9: 4819-4825.PubMed
65.
go back to reference Yasui K, Arii S, Zhao C, Imoto I, Ueda M, Nagai H, Emi M, Inazawa J: TFDP1, CUL4A, and CDC16 identified as targets for amplification at 13q34 in hepatocellular carcinomas. Hepatology. 2002, 35: 1476-1484. 10.1053/jhep.2002.33683CrossRefPubMed Yasui K, Arii S, Zhao C, Imoto I, Ueda M, Nagai H, Emi M, Inazawa J: TFDP1, CUL4A, and CDC16 identified as targets for amplification at 13q34 in hepatocellular carcinomas. Hepatology. 2002, 35: 1476-1484. 10.1053/jhep.2002.33683CrossRefPubMed
66.
go back to reference Li JQ, Miki H, Ohmori M, Wu F, Funamoto Y: Expression of cyclin E and cyclin-dependent kinase 2 correlates with metastasis and prognosis in colorectal carcinoma. Hum Pathol. 2001, 32: 945-953. 10.1053/hupa.2001.27116CrossRefPubMed Li JQ, Miki H, Ohmori M, Wu F, Funamoto Y: Expression of cyclin E and cyclin-dependent kinase 2 correlates with metastasis and prognosis in colorectal carcinoma. Hum Pathol. 2001, 32: 945-953. 10.1053/hupa.2001.27116CrossRefPubMed
67.
go back to reference Bardi G, Pandis N, Fenger C, Kronborg O, Bomme L, Heim S: Deletion of 1p36 as a primary chromosomal aberration in intestinal tumorigenesis. Cancer Res. 1993, 53: 1895-1898.PubMed Bardi G, Pandis N, Fenger C, Kronborg O, Bomme L, Heim S: Deletion of 1p36 as a primary chromosomal aberration in intestinal tumorigenesis. Cancer Res. 1993, 53: 1895-1898.PubMed
68.
go back to reference Nishimoto T, Seino H, Seki N, Hori TA: The human CHC1 gene encoding RCC1 (regulator of chromosome condensation) (CHC1) is localized to human chromosome 1p36.1. Genomics. 1994, 23: 719-721. 10.1006/geno.1994.1570CrossRefPubMed Nishimoto T, Seino H, Seki N, Hori TA: The human CHC1 gene encoding RCC1 (regulator of chromosome condensation) (CHC1) is localized to human chromosome 1p36.1. Genomics. 1994, 23: 719-721. 10.1006/geno.1994.1570CrossRefPubMed
69.
go back to reference Fearon ER, Vogelstein B: A genetic model for colorectal tumorigenesis. Cell. 1990, 61: 759-767. 10.1016/0092-8674(90)90186-ICrossRefPubMed Fearon ER, Vogelstein B: A genetic model for colorectal tumorigenesis. Cell. 1990, 61: 759-767. 10.1016/0092-8674(90)90186-ICrossRefPubMed
70.
go back to reference Sørlie T: Molecular portraits of breast cancer: tumor subtypes as distinct disease entities. Eur J Cancer. 2004, 40: 2667-2675. 10.1016/j.ejca.2004.08.021CrossRefPubMed Sørlie T: Molecular portraits of breast cancer: tumor subtypes as distinct disease entities. Eur J Cancer. 2004, 40: 2667-2675. 10.1016/j.ejca.2004.08.021CrossRefPubMed
71.
go back to reference Alon U, Barkai N, Notterman DA, Gish K, Ybarra S, Mack D, Levine AJ: Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Proc Natl Acad Sci USA. 1999, 96: 6745-6750. 10.1073/pnas.96.12.6745PubMedCentralCrossRefPubMed Alon U, Barkai N, Notterman DA, Gish K, Ybarra S, Mack D, Levine AJ: Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Proc Natl Acad Sci USA. 1999, 96: 6745-6750. 10.1073/pnas.96.12.6745PubMedCentralCrossRefPubMed
72.
go back to reference Ross DT, Scherf U, Eisen MB, Perou CM, Rees C, Spellman P, Iyer V, Jeffrey SS, van de RM, Waltham M, Pergamenschikov A, Lee JC, Lashkari D, Shalon D, Myers TG, Weinstein JN, Botstein D, Brown PO: Systematic variation in gene expression patterns in human cancer cell lines. Nat Genet. 2000, 24: 227-235. 10.1038/73432CrossRefPubMed Ross DT, Scherf U, Eisen MB, Perou CM, Rees C, Spellman P, Iyer V, Jeffrey SS, van de RM, Waltham M, Pergamenschikov A, Lee JC, Lashkari D, Shalon D, Myers TG, Weinstein JN, Botstein D, Brown PO: Systematic variation in gene expression patterns in human cancer cell lines. Nat Genet. 2000, 24: 227-235. 10.1038/73432CrossRefPubMed
73.
go back to reference Cajot JF, Sordat I, Silvestre T, Sordat B: Differential display cloning identifies motility-related protein (MRP1/CD9) as highly expressed in primary compared to metastatic human colon carcinoma cells. Cancer Res. 1997, 57: 2593-2597.PubMed Cajot JF, Sordat I, Silvestre T, Sordat B: Differential display cloning identifies motility-related protein (MRP1/CD9) as highly expressed in primary compared to metastatic human colon carcinoma cells. Cancer Res. 1997, 57: 2593-2597.PubMed
74.
go back to reference Saal LH, Troein C, Vallon-Christersson J, Gruvberger S, Borg A, Peterson C: BioArray Software Environment (BASE): a platform for comprehensive management and analysis of microarray data. Genome Biol. 2002, 3: software0003.1-0003.6. 10.1186/gb-2002-3-8-software0003.CrossRef Saal LH, Troein C, Vallon-Christersson J, Gruvberger S, Borg A, Peterson C: BioArray Software Environment (BASE): a platform for comprehensive management and analysis of microarray data. Genome Biol. 2002, 3: software0003.1-0003.6. 10.1186/gb-2002-3-8-software0003.CrossRef
76.
go back to reference Dysvik B, Jonassen I: J-Express: exploring gene expression data using Java. Bioinformatics. 2001, 17: 369-370. 10.1093/bioinformatics/17.4.369CrossRefPubMed Dysvik B, Jonassen I: J-Express: exploring gene expression data using Java. Bioinformatics. 2001, 17: 369-370. 10.1093/bioinformatics/17.4.369CrossRefPubMed
77.
go back to reference Raychaudhuri S, Stuart JM, Altman RB: Principal component analysis to summarize microarray experiments: application to sporulation time series. Pac Symp Biocomput. 2002, 455-466. Raychaudhuri S, Stuart JM, Altman RB: Principal component analysis to summarize microarray experiments: application to sporulation time series. Pac Symp Biocomput. 2002, 455-466.
Metadata
Title
Gene expression profiles of primary colorectal carcinomas, liver metastases, and carcinomatoses
Authors
Kristine Kleivi
Guro E Lind
Chieu B Diep
Gunn I Meling
Lin T Brandal
Jahn M Nesland
Ola Myklebost
Torleiv O Rognum
Karl-Erik Giercksky
Rolf I Skotheim
Ragnhild A Lothe
Publication date
01-12-2007
Publisher
BioMed Central
Published in
Molecular Cancer / Issue 1/2007
Electronic ISSN: 1476-4598
DOI
https://doi.org/10.1186/1476-4598-6-2

Other articles of this Issue 1/2007

Molecular Cancer 1/2007 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine