Skip to main content
Log in

Distinct gene expression signatures during development of distant metastasis

  • Research Article
  • Published:
Genes & Genomics Aims and scope Submit manuscript

Abstract

Using cDNA microarrays, we have conducted a systematic characterization of global gene expression in v-raf or v-raf/v-myc transformed rat liver epithelial (RLE) cell lines exhibiting both non-metastatic and metastatic phenotypes. Seven transformed cell lines were compared with the non-transformed parental RLE cell. The hierarchical clustering analysis of gene expression profiles revealed two groups reflecting the in vivo metastatic potential of the cells. Surprisingly, one non-metastatic cell line T1 was co-clustered with metastatic cell lines, suggesting that T1 underwent significant genetic changes. The T1 cell line was further compared against all the metastatic cell lines in order to reveal the critical genes required for metastatic conversion but not expressed in the T1. These data demonstrated that expression of genes involved in apoptosis and immune cell homing were altered in all metastatic cell lines. Survival of both intravasated cells in circulation systems and extravasated cells in a new tissue environment might be critical for the final step in the metastatic process. Our study provides gene expression signatures consistent with two critical events in the metastatic process, namely, the acquisition of early homing capacity and increased survival potential of the tumor cells.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • Bernards R, Weinberg RA (2002) A progression puzzle. Nature 418:823

    Article  PubMed  CAS  Google Scholar 

  • Bisgaard HC, Mackay AR, Gomez DE, Ton PT, Thorgeirsson SS, Thorgeirsson UP (1997) Spontaneous metastasis of rat liver epithelial cells transformed with v-raf and v-raf/v-myc: association with different phenotypic properties. Invasion Metastasis 17:240–250

    PubMed  CAS  Google Scholar 

  • Cereijido M, Shoshani L, Contreras RG (2000) Molecular physiology and pathophysiology of tight junctions. I. Biogenesis of tight junctions and epithelial polarity. Am J Physiol Gastrointest Liver Physiol 279:G477–G482

    PubMed  CAS  Google Scholar 

  • Edmiston KH, Shoji Y, Mizoi T, Ford R, Nachman A, Jessup JM (1998) Role of nitric oxide and superoxide anion in elimination of low metastatic human colorectal carcinomas by unstimulated hepatic sinusoidal endothelial cells. Cancer Res 58:1524–1531

    PubMed  CAS  Google Scholar 

  • Fidler IJ (2002) Critical determinants of metastasis. Semin Cancer Biol 12:89–96

    Article  PubMed  Google Scholar 

  • Garfield S, Huber BE, Nagy P, Cordingley MG, Thorgeirsson SS (1988) Neoplastic transformation and lineage switching of rat liver epithelial cells by retrovirus-associated oncogenes. Mol Carcinog 1:189–195

    Article  PubMed  CAS  Google Scholar 

  • Hampton LL, Worland PJ, Yu B, Thorgeirsson SS, Huggett AC (1990) Expression of growth-related genes during tumor progression in v-raf-transformed rat liver epithelial cells. Cancer Res 50:7460–7467

    PubMed  CAS  Google Scholar 

  • Hanahan D, Weinberg RA (2000) The hallmarks of cancer. Cell 100:57–70

    Article  PubMed  CAS  Google Scholar 

  • Hashimoto Y, Shindo-Okada N, Tani M, Nagamachi Y, Takeuchi K, Shiroishi T, Toma H, Yokota J (1998) Expression of the Elm1 gene, a novel gene of the CCN (connective tissue growth factor, Cyr61/Cef10, and neuroblastoma overexpressed gene) family, suppresses In vivo tumor growth and metastasis of K-1735 murine melanoma cells. J Exp Med 187:289–296

    Article  PubMed  CAS  Google Scholar 

  • Huggett AC, Hampton LL, Ford CP, Wirth PJ, Thorgeirsson SS (1990) Altered responsiveness of rat liver epithelial cells to transforming growth factor beta 1 following their transformation with v-raf. Cancer Res 50:7468–7475

    PubMed  CAS  Google Scholar 

  • Janda E, Lehmann K, Killisch I, Jechlinger M, Herzig M, Downward J, Beug H, Grunert S (2002) Ras and TGF[beta] cooperatively regulate epithelial cell plasticity and metastasis: dissection of Ras signaling pathways. J Cell Biol 156:299–313

    Article  PubMed  CAS  Google Scholar 

  • Kanai H, Tanaka T, Aihara Y, Takeda S, Kawabata M, Miyazono K, Nagai R, Kurabayashi M (2001) Transforming growth factor-beta/Smads signaling induces transcription of the cell type-restricted ankyrin repeat protein CARP gene through CAGA motif in vascular smooth muscle cells. Circ Res 88:30–36

    Article  PubMed  CAS  Google Scholar 

  • Lau LF, Lam SC (1999) The CCN family of angiogenic regulators: the integrin connection. Exp Cell Res 248:44–57

    Article  PubMed  CAS  Google Scholar 

  • Liotta LA, Kohn EC (2001) The microenvironment of the tumour-host interface. Nature 411:375–379

    Article  PubMed  CAS  Google Scholar 

  • Moon BK, Lee YJ, Battle P, Jessup JM, Raz A, Kim HR (2001) Galectin-3 protects human breast carcinoma cells against nitric oxide-induced apoptosis: implication of galectin-3 function during metastasis. Am J Pathol 159:1055–1060

    Article  PubMed  CAS  Google Scholar 

  • Nagafuchi A (2001) Molecular architecture of adherens junctions. Curr Opin Cell Biol 13:600–603

    Article  PubMed  CAS  Google Scholar 

  • Nangia-Makker P, Honjo Y, Sarvis R, Akahani S, Hogan V, Pienta KJ, Raz A (2000) Galectin-3 induces endothelial cell morphogenesis and angiogenesis. Am J Pathol 156:899–909

    Article  PubMed  CAS  Google Scholar 

  • Oft M, Peli J, Rudaz C, Schwarz H, Beug H, Reichmann E (1996) TGF-beta1 and Ha-Ras collaborate in modulating the phenotypic plasticity and invasiveness of epithelial tumor cells. Genes Dev 10:2462–2477

    Article  PubMed  CAS  Google Scholar 

  • Oft M, Heider KH, Beug H (1998) TGF-beta signaling is necessary for carcinoma cell invasiveness and metastasis. Curr Biol 8:1243–1252

    Article  PubMed  CAS  Google Scholar 

  • Oft M, Akhurst RJ, Balmain A (2002) Metastasis is driven by sequential elevation of H-ras and Smad2 levels. Nat Cell Biol 4:487–494

    Article  PubMed  CAS  Google Scholar 

  • Ruggieri R, Chuang YY, Symons M (2001) The small GTPase Rac suppresses apoptosis caused by serum deprivation in fibroblasts. Mol Med 7:293–300

    PubMed  CAS  Google Scholar 

  • Sato H, Okada Y, Seiki M (1997) Membrane-type matrix metalloproteinases (MT-MMPs) in cell invasion. Thromb Haemost 78:497–500

    PubMed  CAS  Google Scholar 

  • Sato S, Ouellet N, Pelletier I, Simard M, Rancourt A, Bergeron MG (2002) Role of galectin-3 as an adhesion molecule for neutrophil extravasation during streptococcal pneumonia. J Immunol 168:1813–1822

    PubMed  CAS  Google Scholar 

  • Savagner P (2001) Leaving the neighborhood: molecular mechanisms involved during epithelial–mesenchymal transition. BioEssays 23:912–923

    Article  PubMed  CAS  Google Scholar 

  • Song YK, Billiar TR, Lee YJ (2002) Role of galectin-3 in breast cancer metastasis: involvement of nitric oxide. Am J Pathol 160:1069–1075

    Article  PubMed  CAS  Google Scholar 

  • Tsukita S, Furuse M, Itoh M (2001) Multifunctional strands in tight junctions. Nat Rev Mol Cell Biol 2:285–293

    Article  PubMed  CAS  Google Scholar 

  • Vleminckx K, Kemler R (1999) Cadherins and tissue formation: integrating adhesion and signaling. BioEssays 21:211–220

    Article  PubMed  CAS  Google Scholar 

  • Weiss L, Orr FW, Honn KV (1989) Interactions between cancer cells and the microvasculature: a rate-regulator for metastasis. Clin Exp Metastasis 7:127–167

    Article  PubMed  CAS  Google Scholar 

  • Williams AO, Huggett AC, Thorgeirsson SS (1992) Pathology of spontaneous and oncogene transformed rat liver epithelial cells and derived tumours in nude mice. Int J Exp Pathol 73:99–114

    PubMed  CAS  Google Scholar 

Download references

Acknowledgments

This research was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MEST) (2012-0000481) and the Ministry of Education, Science and Technology (2012R1A1A4A01010039). Microarray study was performed by the Shared Research Equipment Assistance Program by Korea Basic Science Institute, MEST.

Source(s) of funding

This research was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MEST) (2012-0000481) and the Ministry of Education, Science and Technology (2012R1A1A4A01010039).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sun-Hee Leem.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Heo, J., Lee, Js. & Leem, SH. Distinct gene expression signatures during development of distant metastasis. Genes Genom 35, 511–522 (2013). https://doi.org/10.1007/s13258-013-0097-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13258-013-0097-1

Keywords

Navigation