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Malignancy in Pheochromocytoma or Paraganglioma: Integrative Analysis of 176 Cases in TCGA

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Abstract

Methods of diagnosing malignant pheochromocytoma (PCC) or paraganglioma (PGL) are needed. However, there are no reliable histopathologic criteria to distinguish malignant PCC/PGLs. The recent genomic analysis of The Cancer Genome Atlas (TCGA) provides in-depth information enabling more accurate diagnosis of disease entities. Therefore, we investigated genomic expression differences and mutational differences of malignant PCC/PGLs with TCGA. As of December 2014, TCGA had acquired multigenomic analysis of 176 PCC/PGL samples. Clinical information, mutation status, and 20,531 gene messenger RNA (mRNA) expression dataset of normalized RNA-sequencing mRNA read counts were downloaded from TCGA, and integrated into a table. Of the 176 PCC/PGL samples in the dataset, 14 had metastasis and 162 exhibited no metastasis. mRNA expression and mutations were compared in these two groups. There were 76 males in the dataset of 176 TCGA samples. Mean age was 47.6 ± 15.2 years (19–83 years). There was no significant gender or race difference between metastatic and non-metastatic groups. mRNA expression of malignant PCC/PGLs was upregulated in five pathways of cell cycle (BUB1, BUB1B, CCNB2, CDC2, ESPL1), calcium signaling (CCNB2, CDC2, PRKCB1), regulation of actin cytoskeleton (DIAPH3, FGF18, IQGAP3), gap junction (CDC2, PRKCB1), and phosphatidylinositol (PRKCB1, TTK). Disease-free survival rates were significantly correlated with the presence or absence of mutations, such as RP11-798G7.5, HERC2, SETD2, TGDS, TRHDE, FKBP9, and BMS1. TCGA showed differences in mRNA expression and mutations between metastatic and non-metastatic PCC/PGLs. The improved recognition of genetic causes can help to achieve proper diagnosis and provide appropriate treatment of PCC/PGL.

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References

  1. Lenders JW, Eisenhofer G, Mannelli M, Pacak K: Phaeochromocytoma. Lancet 366: 665–675, 2005

    Article  PubMed  Google Scholar 

  2. Corssmit EP, Romijn JA: Clinical management of paragangliomas. Eur J Endocrinol 171: R231–R243, 2014

    Article  PubMed  CAS  Google Scholar 

  3. Kiernan CM, Solorzano CC: Pheochromocytoma and paraganglioma: diagnosis, genetics, and treatment. Surg Oncol Clin N Am 25: 119–138, 2016

    Article  PubMed  Google Scholar 

  4. Joynt KE, Moslehi JJ, Baughman KL: Paragangliomas: etiology, presentation, and management. Cardiol Rev 17: 159–164, 2009

    Article  PubMed  Google Scholar 

  5. Bravo EL, Tagle R: Pheochromocytoma: state-of-the-art and future prospects. Endocr Rev 24: 539–553, 2003

    Article  PubMed  CAS  Google Scholar 

  6. Lenders JW, Duh QY, Eisenhofer G, et al.: Pheochromocytoma and paraganglioma: an endocrine society clinical practice guideline. J Clin Endocrinol Metab 99: 1915–1942, 2014

    Article  PubMed  CAS  Google Scholar 

  7. Chrisoulidou A, Kaltsas G, Ilias I, Grossman AB: The diagnosis and management of malignant phaeochromocytoma and paraganglioma. Endocr Relat Cancer 14: 569–585, 2007

    Article  PubMed  CAS  Google Scholar 

  8. Baudin E, Habra MA, Deschamps F, et al.: Therapy of endocrine disease: treatment of malignant pheochromocytoma and paraganglioma. Eur J Endocrinol 171: R111–R122, 2014

    Article  PubMed  CAS  Google Scholar 

  9. Adjalle R, Plouin PF, Pacak K, Lehnert H: Treatment of malignant pheochromocytoma. Horm Metab Res 41: 687–696, 2009

    Article  PubMed  CAS  Google Scholar 

  10. Tischler AS, Pacak K, Eisenhofer G: The adrenal medulla and extra-adrenal paraganglia: then and now. Endocr Pathol 25: 49–58, 2014

    Article  PubMed  CAS  Google Scholar 

  11. Elder EE, Elder G, Larsson C: Pheochromocytoma and functional paraganglioma syndrome: no longer the 10% tumor. J Surg Oncol 89: 193–201, 2005

    Article  PubMed  Google Scholar 

  12. Andersen KF, Altaf R, Krarup-Hansen A, et al.: Malignant pheochromocytomas and paragangliomas—the importance of a multidisciplinary approach. Cancer Treat Rev 37: 111–119, 2011

    Article  PubMed  Google Scholar 

  13. Thompson LD: Pheochromocytoma of the Adrenal Gland Scaled Score (PASS) to separate benign from malignant neoplasms: a clinicopathologic and immunophenotypic study of 100 cases. Am J Surg Pathol 26: 551–566, 2002

    Article  PubMed  Google Scholar 

  14. Goffredo P, Sosa JA, Roman SA: Malignant pheochromocytoma and paraganglioma: a population level analysis of long-term survival over two decades. J Surg Oncol 107: 659–664, 2013

    Article  PubMed  Google Scholar 

  15. Gimm O, DeMicco C, Perren A, Giammarile F, Walz MK, Brunaud L: Malignant pheochromocytomas and paragangliomas: a diagnostic challenge. Langenbecks Arch Surg 397: 155–177, 2012

    Article  PubMed  Google Scholar 

  16. de Krijger RR, van Nederveen FH, Korpershoek E, Dinjens WN: New developments in the detection of the clinical behavior of pheochromocytomas and paragangliomas. Endocr Pathol 17: 137–141, 2006

    Article  PubMed  Google Scholar 

  17. Scholz T, Schulz C, Klose S, Lehnert H: Diagnostic management of benign and malignant pheochromocytoma. Exp Clin Endocrinol Diabetes 115: 155–159, 2007

    Article  PubMed  CAS  Google Scholar 

  18. Bjorklund P, Pacak K, Crona J: Precision medicine in pheochromocytoma and paraganglioma: current and future concepts. J Intern Med 280: 559–573, 2016

    Article  PubMed  CAS  Google Scholar 

  19. Feng F, Zhu Y, Wang X, et al.: Predictive factors for malignant pheochromocytoma: analysis of 136 patients. J Urol 185: 1583–1590, 2011

    Article  PubMed  Google Scholar 

  20. Mannelli M, Castellano M, Schiavi F, et al.: Clinically guided genetic screening in a large cohort of italian patients with pheochromocytomas and/or functional or nonfunctional paragangliomas. J Clin Endocrinol Metab 94: 1541–1547, 2009

    Article  PubMed  CAS  Google Scholar 

  21. Favier J, Amar L, Gimenez-Roqueplo AP: Paraganglioma and phaeochromocytoma: from genetics to personalized medicine. Nat Rev Endocrinol 11: 101–111, 2015

    Article  PubMed  CAS  Google Scholar 

  22. Gimenez-Roqueplo AP, Burnichon N, Amar L, Favier J, Jeunemaitre X, Plouin PF: Recent advances in the genetics of phaeochromocytoma and functional paraganglioma. Clin Exp Pharmacol Physiol 35: 376–379, 2008

    Article  PubMed  CAS  Google Scholar 

  23. Tischler AS, de Krijger RR: 15 years of paraganglioma: pathology of pheochromocytoma and paraganglioma. Endocr Relat Cancer 22: T123–T133, 2015

    Article  PubMed  CAS  Google Scholar 

  24. Kimura N, Watanabe T, Noshiro T, Shizawa S, Miura Y: Histological grading of adrenal and extra-adrenal pheochromocytomas and relationship to prognosis: a clinicopathological analysis of 116 adrenal pheochromocytomas and 30 extra-adrenal sympathetic paragangliomas including 38 malignant tumors. Endocr Pathol 16: 23–32, 2005

    Article  PubMed  Google Scholar 

  25. Eisenhofer G, Tischler AS: Neuroendocrine cancer. Closing the GAPP on predicting metastases. Nat Rev Endocrinol 10: 315–316, 2014

    Article  PubMed  CAS  Google Scholar 

  26. Suh I, Shibru D, Eisenhofer G, et al.: Candidate genes associated with malignant pheochromocytomas by genome-wide expression profiling. Ann Surg 250: 983–990, 2009

    Article  PubMed  Google Scholar 

  27. Nolting S, Grossman AB: Signaling pathways in pheochromocytomas and paragangliomas: prospects for future therapies. Endocr Pathol 23: 21–33, 2012

    Article  PubMed  CAS  Google Scholar 

  28. Burnichon N, Vescovo L, Amar L, et al.: Integrative genomic analysis reveals somatic mutations in pheochromocytoma and paraganglioma. Hum Mol Genet 20: 3974–3985, 2011

    Article  PubMed  CAS  Google Scholar 

  29. Santarpia L, Habra MA, Jimenez C: Malignant pheochromocytomas and paragangliomas: molecular signaling pathways and emerging therapies. Horm Metab Res 41: 680–686, 2009

    Article  PubMed  CAS  Google Scholar 

  30. Amar L, Bertherat J, Baudin E, et al.: Genetic testing in pheochromocytoma or functional paraganglioma. J Clin Oncol 23: 8812–8818, 2005

    Article  PubMed  CAS  Google Scholar 

  31. Jafri M, Maher ER: The genetics of phaeochromocytoma: using clinical features to guide genetic testing. Eur J Endocrinol 166: 151–158, 2012

    Article  PubMed  CAS  Google Scholar 

  32. Burnichon N, Buffet A, Gimenez-Roqueplo AP: Pheochromocytoma and paraganglioma: molecular testing and personalized medicine. Curr Opin Oncol 28: 5–10, 2016

    Article  PubMed  CAS  Google Scholar 

  33. Conzo G, Pasquali D, Colantuoni V, et al.: Current concepts of pheochromocytoma. Int J Surg 12: 469–474, 2014

    Article  PubMed  Google Scholar 

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Acknowledgements

The results shown here were in part based upon the data generated by TCGA Research Network.

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Correspondence to Yong Joon Suh.

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Suh, Y.J., Choe, JY. & Park, H.J. Malignancy in Pheochromocytoma or Paraganglioma: Integrative Analysis of 176 Cases in TCGA. Endocr Pathol 28, 159–164 (2017). https://doi.org/10.1007/s12022-017-9479-2

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