Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Original Article
  • Published:

Target validation in hypoxia-induced vascular remodeling using transcriptome/metabolome analysis

ABSTRACT

The present study describes combined transcriptome and metabolome analysis for therapeutic target validation in hypoxia-induced vascular remodeling. Exposure to hypoxic conditions resulted in the upregulation of S100C mRNA and increased taurine (2-aminoethanesulfonic acid) content in the rat lung, as demonstrated by differential display and amino-acid content analysis. Hypoxia resulted in transcriptional activation of the S100C promoter through hypoxia-inducible factor-1 (HIF-1). Taurine suppressed HIF-1-mediated increases in S100C transcription. Moreover, oral taurine administration attenuated vascular remodeling in hypoxic rat lung, whereas depletion of endogenous taurine by administration of beta-alanine resulted in increased vascular remodeling. Inhibition of HIF transcription by taurine may be of therapeutic benefit in preventing hypoxia-induced vascular remodeling. In conclusion, we used transcriptome and metabolome analysis to identify a therapeutic low-molecular-weight ligand that plays a critical role in hypoxia-induced vascular remodeling. These techniques provided an excellent strategy for screening and validation of targets.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1
Figure 2
Figure 3
Figure 4

Similar content being viewed by others

References

  1. Semenza GL . Perspectives on oxygen sensing. Cell 1999; 98: 281–284.

    Article  CAS  Google Scholar 

  2. Rabinovitch M, Gamble W, Nadas AS, Miettinen OS, Reid L . Rat pulmonary circulation after chronic hypoxia: hemodynamic and structural features. Am J Physiol 1979; 236: H818–H828.

    CAS  PubMed  Google Scholar 

  3. Maruyama K, Ye C, Woo M, Venkatacharya H, Lines LD, Silver MM et al. Chronic hypoxic pulmonary hypertension in rats and increased elastolytic activity. Am J Physiol 1991; 261: H1716–H1726.

    CAS  PubMed  Google Scholar 

  4. Liang P, Pardee AB . Differential display of eukaryotic messenger RNA by means of the polymerase chain reaction. Science 1992; 257: 967–971.

    Article  CAS  Google Scholar 

  5. Ito T, Kito K, Adati N, Mitsui Y, Hagiwara H, Sakai Y . Fluorescent differential display: arbitrarily primed RT–PCR fingerprinting on an automated DNA sequencer. FEBS Letters 1994; 351: 231–236.

    Article  CAS  Google Scholar 

  6. Ohta H, Sasaki T, Naka M, Hiraoka O, Miyamoto C, Tanaka T et al. Molecular cloning and expression of the cDNA coding for a new member of the S100 protein family from porcine cardiac muscle. FEBS Lett 1991; 295: 93–96.

    Article  CAS  Google Scholar 

  7. Nakamura T, Hayashi M, Kato A, Sawazaki T, Yasue H, Tanaka T et al. A unique Exon–Intron organization of a porcine S100C Gene. Biochem Biophys Res Commun 1998; 243: 647–652.

    Article  CAS  Google Scholar 

  8. Mozaffari MS, Azuma J, Patel C, Schaffer SW . Renal excretory responses to saline load in the taurine-depleted and the taurine-supplemented rat. Biochem Pharmacol 1997; 54: 619–624.

    Article  CAS  Google Scholar 

  9. Suzuki H, Kanamaru K, Tsunoda H, Inada H, Kuroki M, Tanaka T et al. Heme oxygenase-1 gene induction as an intrinsic regulation against delayed cerebral vasospasm in rats. J Clin Invest 1999; 104: 59–66.

    Article  CAS  Google Scholar 

  10. Seemann J, Weber K, Gerke V . Annexin I targets S100C to early endosomes. FEBS Lett 1997; 413: 185–190.

    Article  CAS  Google Scholar 

  11. Semenza GL . HIF-1 and human disease: one highly involved factor. Genes Dev 2000; 14: 1983–1991.

    CAS  PubMed  Google Scholar 

  12. Kung AL, Wang S, Klco JM, Kaelin WG, Livingston DM . Suppression of tumor growth through disruption of hypoxia-inducible transcription. Nat Med 2000; 6: 1335–1340.

    Article  CAS  Google Scholar 

  13. Maxwell PH, Wiesener MS, Cheng GW, Clifford SC, Vaux EC, Ratcliffe PJ et al. The tumour suppressor protein VHL targets hypoxia-inducible factors for oxygen-dependent proteolysis. Nature 1999; 399: 271–275.

    Article  CAS  Google Scholar 

  14. Kim MS, Kwon HJ, Lee YM, Baek JH, Jang JE, Kim KW et al. Histone deacetylases induce angiogenesis by negative regulation of tumor suppressor genes. Nat Med 2001; 7: 437–443.

    Article  Google Scholar 

  15. Yu AY, Simoda LA, Iyer NV, Huso DL, Sun X, Semenza GL et al. Impaired physiological responses to chronic hypoxia in mice partially deficient for hypoxia-inducible factor 1alpha. J Clin Invest 1999; 103: 691–696.

    Article  CAS  Google Scholar 

  16. Felsder D, Agani F, Iyer NV, Pak B, Ferreira G, Semenza GL . Reciprocal positive regulation of hypoxia-inducible factor 1α and insulin-like growth factor 2. Cancer Res 1999; 59: 3915–3918.

    Google Scholar 

  17. Yu AY, Frid MG, Shimoda LA, Wiener CM, Stenmark K, Semenza GL . Temporal, spatial, and oxygen-regulated expression of hypoxia-inducible factor-1 in the lung. Am J Physiol. 1998; 275: L818–L826.

    Article  CAS  Google Scholar 

  18. Schaffer SW, Pastukh V, Solodushko V, Kramer J, Azuma J . Effect of ischemia, calcium depletion and repletion, acidosis and hypoxia on cellular taurine content. Amino Acids 2002; 23: 395–400.

    Article  CAS  Google Scholar 

  19. Saransaari P, Oja SS . Taurine and neural cell damage. Amino Acids 2000; 19: 509–526.

    Article  CAS  Google Scholar 

  20. Banks MA, Martin WG, Pailes WH, Castranova V . Taurine uptake by isolated alveolar macrophages and type II cells. J Appl Physiol 1989; 66: 1079–1086.

    Article  CAS  Google Scholar 

  21. Carpenter TC, Schomberg S, Nichols C, Stenmark KR, Weil JV . Hypoxia reversibly inhibits epithelial sodium transport but does not inhibit lung ENaC or Na–K–ATPase expression. Am J Physiol Lung Cell Mol Physiol 2003; 284: L77–L83.

    Article  CAS  Google Scholar 

  22. Huxtable RJ . Physiological actions of taurine. Physiol Rev 1992; 72: 101–163.

    Article  CAS  Google Scholar 

  23. ter Kuile BH, Westerhoff HV . Transcriptome meets metabolome: hierarchical and metabolic regulation of the glycolytic pathway. FEBS Lett 2001; 500: 169–171.

    Article  CAS  Google Scholar 

  24. Naka M, Qing ZX, Sasaki T, Kise H, Tawara I, Tanaka T et al. Purification and characterization of a novel calcium-binding protein, S100C, from porcine heart. Biochim Biophys Acta 1994; 1223: 348–353.

    Article  CAS  Google Scholar 

Download references

Acknowledgements

This work was supported in part by Grants-in-Aid for Scientific Research on Priority Areas(C) from Ministry of Education, Culture, Sports, Science and Technology, and Scientific Research (A)–(C), and Exploratory Research from Japan Society for the Promotion of Science, and a Grant for Child Health and Development from the Ministry of Health, Labour and Welfare, Japan. It was also supported by the program for the promotion of Fundamental Studies in Health Sciences of the Organization for Pharmaceutical Safety and Research.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to T Tanaka.

Additional information

DUALITY OF INTEREST

None declared.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Amano, H., Maruyama, K., Naka, M. et al. Target validation in hypoxia-induced vascular remodeling using transcriptome/metabolome analysis. Pharmacogenomics J 3, 183–188 (2003). https://doi.org/10.1038/sj.tpj.6500177

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/sj.tpj.6500177

Keywords

This article is cited by

Search

Quick links