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Candidate Diagnostic Markers and Tumor Suppressor Genes for Adrenocortical Carcinoma by Expression Profile of Genes on Chromosome 11q13

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Abstract

Background

The most common genetic change observed in adrenocortical carcinoma is loss of heterozygozity on chromosome 11q13. As genes on this chromosome may be important in the pathogenesis of adrenocortical carcinoma, we compared their expression profile between benign and malignant adrenocortical tissue.

Methods

We used the Affymetrix GeneChip (U133 plus 2.0) array in 54 adrenocortical tumors (11 carcinoma and 43 benign). Differential gene expression was defined as a twofold higher or lower gene expression level (p < 0.05). Differentially expressed genes on microarray analysis were validated by real-time quantitative reverse-transcriptase polymerase chain reaction (RT-PCR). The area under the receiver operating characteristic (ROC) curve (AUC) was used to determined the diagnostic accuracy of the differently expressed genes for distinguishing benign from malignant tumors.

Results

We found 25 of the 314 genes on chromosome 11q13 to be differentially expressed between adrenocortical carcinoma and benign adrenocortical tumor. All 25 were downregulated in adrenocortical carcinoma by 2-fold to 4.8-fold; 21 were validated to be differentially expressed by RT-PCR (Pearson’s coefficient > 0.5). Six genes (SERPING1, MRPL48, TM7SF2, DDB1, NDUSF8, PRDX5) validated by RT-PCR were significantly differentially expressed between benign and malignant adrenocortical tumors (p < 0.05) with an overall accuracy of 89% for SERPING1, 91% for MRPL48, 87% for TM7SF2, 88% for DDB1, 91% for NDUFS8, and 89% for PRDX5. The AUC was 0.89 for the combination of SERPING1, MRPL48, TM7SF2, DDB1, and NDUFS8.

Conclusions

We have identified 25 genes located on chromosome 11q13 that are downregulated in adrenocortical carcinoma and may be candidate tumor suppressor genes. Six of these genes were good diagnostic markers for distinguishing adrenocortical carcinoma from adenoma.

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References

  1. Kjellman M, Kallioniemi OP, Karhu R et al (1996) Genetic aberrations in adrenocortical tumors detected using comparative genomic hybridization correlate with tumor size and malignancy. Cancer Res 56:4219–4223

    PubMed  CAS  Google Scholar 

  2. Koch CA, Pacak K, Chrousos GP (2002) The molecular pathogenesis of hereditary and sporadic adrenocortical and adrenomedullary tumors. J Clin Endocrinol Metab 87:5367–5384

    Article  PubMed  CAS  Google Scholar 

  3. Fehaily MA, Duh QY (2003) Adrenocortical carcinoma. In Clark OH, Duh QY, Perrier N et al (eds) Endocrine Tumors: American Cancer Society, Atlas of Clinical Oncology. BC Decker, Hamilton, Ontario, pp 123–130

  4. Skogseid B, Larsson C, Lindgren PG et al (1992) Clinical and genetic features of adrenocortical lesions in multiple endocrine neoplasia type 1. J Clin Endocrinol Metab 75:76–81

    Article  PubMed  CAS  Google Scholar 

  5. Houdelette P, Chagnon A, Dumotier J et al (1989) Malignant adrenocortical tumor as a part of Wermer’s syndrome. Apropos of a case. J Chir (Paris) 126:385–387

    CAS  Google Scholar 

  6. Sidhu S, Sywak M, Robinson B et al (2004) Adrenocortical cancer: recent clinical and molecular advances. Curr Opin Oncol 16:13–18

    Article  PubMed  Google Scholar 

  7. Heppner C, Reincke M, Agarwal SK et al (1999) MEN1 gene analysis in sporadic adrenocortical neoplasms. J Clin Endocrinol Metab 84:216–219

    Article  PubMed  CAS  Google Scholar 

  8. Kjellman M, Roshani L, Teh BT et al (1999) Genotyping of adrenocortical tumors: very frequent deletions of the MEN1 locus in 11q13 and of a 1-centimorgan region in 2p16. J Clin Endocrinol Metab 84:730–735

    Article  PubMed  CAS  Google Scholar 

  9. Schulte KM, Mengel M, Heinze M et al (2000) Complete sequencing and messenger ribonucleic acid expression analysis of the MEN I gene in adrenal cancer. J Clin Endocrinol Metab 85:441–448

    Article  PubMed  CAS  Google Scholar 

  10. Wachenfeld C, Beuschlein F, Zwermann O et al (2001) Discerning malignancy in adrenocortical tumors: are molecular markers useful? Eur J Endocrinol 145:335–341

    Article  PubMed  CAS  Google Scholar 

  11. Davis AE (2005) The pathophysiology of hereditary angioedema. Clin Immunol 114:3–9

    Article  PubMed  CAS  Google Scholar 

  12. Bennati AM, Castelli M, Della Fazia MA et al (2006) Sterol dependent regulation of human TM7SF2 gene expression: role of the encoded 3beta-hydroxysterol Delta14-reductase in human cholesterol biosynthesis. Biochim Biophys Acta 1761:677–685

    PubMed  CAS  Google Scholar 

  13. Cang Y, Zhang J, Nicholas SA et al (2007) DDB1 is essential for genomic stability in developing epidermis. Proc Natl Acad Sci USA 104:2733–2737

    Article  PubMed  CAS  Google Scholar 

  14. Lescuyer P, Martinez P, Lunardi J (2002) YY1 and Sp1 activate transcription of the human NDUFS8 gene encoding the mitochondrial complex I TYKY subunit. Biochim Biophys Acta 1574:164–174

    PubMed  CAS  Google Scholar 

  15. Procaccio V, Wallace DC (2004) Late-onset Leigh syndrome in a patient with mitochondrial complex I NDUFS8 mutations. Neurology 62:1899–1901

    PubMed  Google Scholar 

  16. Kropotov A, Serikov V, Suh J et al (2006) Constitutive expression of the human peroxiredoxin V gene contributes to protection of the genome from oxidative DNA lesions and to suppression of transcription of noncoding DNA. FEBS J 273:2607–2617

    Article  PubMed  CAS  Google Scholar 

  17. Velázquez-Fernández D, Laurell C, Geli J et al (2005) Expression profiling of adrenocortical neoplasms suggests a molecular signature of malignancy. Surgery 138:1087–1094

    Article  PubMed  Google Scholar 

  18. Giordano TJ, Thomas DG, Kuick R et al (2003) Distinct transcriptional profiles of adrenocortical tumors uncovered by DNA microarray analysis. Am J Pathol 162:521–531

    PubMed  CAS  Google Scholar 

  19. Slater EP, Diehl SM, Langer P et al (2006) Analysis by cDNA microarrays of gene expression patterns of human adrenocortical tumors. Eur J Endocrinol 154:587–598

    Article  PubMed  CAS  Google Scholar 

  20. de Fraipont F, El Atifi M, Cherradi N et al (2005) Gene expression profiling of human adrenocortical tumors using complementary deoxyribonucleic acid microarrays identifies several candidate genes as markers of malignancy. J Clin Endocrinol Metab 90:1819–1829

    Article  PubMed  Google Scholar 

  21. Sanchez M, Galy B, Dandekar T et al (2006) Iron regulation and the cell cycle: identification of an iron-responsive element in the 3'-untranslated region of human cell division cycle 14A mRNA by a refined microarray-based screening strategy. J Biol Chem 281:22865–22874

    Article  PubMed  CAS  Google Scholar 

  22. Hayashi H, Wakusawa S, Motonishi S et al (2006) Genetic background of primary iron overload syndromes in Japan. Intern Med 45:1107–1111

    Article  PubMed  Google Scholar 

  23. Adachi N, Karanjawala ZE, Matsuzaki Y et al (2002) Two overlapping divergent transcription units in the human genome: the FEN1/C11orf10 locus. Omics 6:273–279

    Article  PubMed  CAS  Google Scholar 

  24. Mourtada-Maarabouni M, Kirkham L, Farzaneh F et al (2004) Regulation of apoptosis by fau revealed by functional expression cloning and antisense expression. Oncogene 23:9419–9426

    Article  PubMed  CAS  Google Scholar 

  25. Toffoli G, Viel A, Tumiotto L et al (1992) Expression of glutathione-S-transferase-pi in human tumours. Eur J Cancer 28A:1441–1446

    Article  PubMed  CAS  Google Scholar 

  26. Meiers I, Shanks JH, Bostwick DG (2007) Glutathione S-transferase pi (GSTP1) hypermethylation in prostate cancer: review 2007. Pathology 39:299–304

    Article  PubMed  CAS  Google Scholar 

  27. Bastian PJ, Ellinger J, Wellmann A et al (2005) Diagnostic and prognostic information in prostate cancer with the help of a small set of hypermethylated gene loci. Clin Cancer Res 11:4097–4106

    Article  PubMed  CAS  Google Scholar 

  28. Dobosy JR, Roberts JL, Fu VX et al (2007) The expanding role of epigenetics in the development, diagnosis and treatment of prostate cancer and benign prostatic hyperplasia. J Urol 177:822–831

    Article  PubMed  CAS  Google Scholar 

  29. Holley SL, Fryer AA, Haycock JW et al (2007) Differential effects of glutathione S-transferase pi (GSTP1) haplotypes on cell proliferation and apoptosis. Carcinogenesis 28:2268–2273

    Article  PubMed  CAS  Google Scholar 

  30. Herman JG, Umar A, Polyak K et al (1998) Incidence and functional consequences of hMLH1 promoter hypermethylation in colorectal carcinoma. Proc Natl Acad Sci USA 95:6870–6875

    Article  PubMed  CAS  Google Scholar 

  31. Herman JG, Latif F, Weng Y et al (1994) Silencing of the VHL-suppressor gene by DNA methylation in renal carcinoma. Proc Natl Acad Sci USA 91:9700–9704

    Article  PubMed  CAS  Google Scholar 

  32. Baldwin RL, Nemeth E, Tran H et al (2000) BRCA1 promoter region hypermethylation in ovarian carcinoma: a population-based study. Cancer Res 60:5329–5333

    PubMed  CAS  Google Scholar 

  33. Yoon JH, Dammann R, Pfeifer GP (2001) Hypermethylation of the CpG islands of the RASSF1A gene in ovarian and renal cell carcinomas. Int J Cancer 94:212–217

    Article  PubMed  CAS  Google Scholar 

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Acknowledgments

This work was supported in part by grants from the University of California San Francisco (UCSF) Comprehensive Cancer Center, the Mount Zion Health Fund, and the American Cancer Society.

The authors thank Dr. Christopher Barker of the UCSF Genomic Core for helpful technical assistance, and Pamela Derish, for helping to edit this manuscript.

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Correspondence to Electron Kebebew.

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Fernandez-Ranvier, G.G., Weng, J., Yeh, RF. et al. Candidate Diagnostic Markers and Tumor Suppressor Genes for Adrenocortical Carcinoma by Expression Profile of Genes on Chromosome 11q13. World J Surg 32, 873–881 (2008). https://doi.org/10.1007/s00268-008-9521-0

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  • DOI: https://doi.org/10.1007/s00268-008-9521-0

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