Transcriptome changes and deregulated biological pathways associated with NF1-mutated pheochromocytoma

  • Anastasiya Snezhkina EIMB RAS
  • Anastasiya Kobelyatskaya Engelhardt Institute of Molecular Biology, Russian Academy of Sciences
  • Maria Fedorova Engelhardt Institute of Molecular Biology, Russian Academy of Sciences
  • Dmitry Kalinin Vishnevsky Institute of Surgery, Ministry of Health of the Russian Federation
  • Vladislav Pavlov Engelhardt Institute of Molecular Biology, Russian Academy of Sciences
  • Anna Kudryavtseva Engelhardt Institute of Molecular Biology, Russian Academy of Sciences

Abstract


Background: Pheochromocytoma (PHEO) is a rare tumor of intraadrenal sympathetic origin. At least of 25-30% of PHEOs have been found to be linked to germline or somatic mutations in the NF1 gene, which functions as a tumor suppressor. Despite the high frequency of NF1 mutations in PHEOs, the exact mechanism underlying the pathogenesis of these tumors has not yet been fully elucidated.

Methods: A large-scale analysis of transcriptomic profiles and biological pathways associated with NF1-related PHEOs was conducted utilizing RNA-Seq and miRNA-Seq data from the The Cancer Genome Atlas (TCGA) project.

Results: A total of 21 differentially expressed transcripts (14 genes, 3 long noncoding RNAs, and one microRNA) were identified in association with germline and somatic mutations in the NF1 gene. The present study detected a decrease in the mRNA levels of NF1, as well as of its interacting partners, SPRED3 and EZR. Decreased expression of oncogenic microRNA miR-423-3p was also observed. Seven differentially expressed genes (SHC3, SHC1, STAT3, NF1, KSR1, NOS2, and ALDOC) were found to be overrepresented in a number of distinct biological pathways, including those associated with RAS and HIF-1 signaling, pathway linked to resistance to epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors, and the growth hormone-associated pathway. These findings suggest deregulation of these pathways in NF1-mutated PHEOs.

Conclusion: The results obtained demonstrate the consequences of NF1 mutations at the level of the transcriptome. Furthermore, they confirm a change in RAS signaling pathways in NF1-related PHEOs.

References

Lloyd RV, Osamura RY, Klöppel G, J. R. WHO Classification of Tumours of Endocrine Organs. 4th Edition. Lyon: IARC Publications; 2017.

Juan D. Pheochromocytoma: clinical manifestations and diagnostic tests. Urology. 1981;17(1):1-12.

Lenders JWM, Eisenhofer G. Update on Modern Management of Pheochromocytoma and Paraganglioma. Endocrinol Metab (Seoul). 2017;32(2):152-61.

Hanna NN, Kenady DE. Pheochromocytoma. Surgical Treatment: Evidence-Based and Problem-Oriented. Munich: Zuckschwerdt; 2001.

Pillai S, Gopalan V, Smith RA, Lam AK. Updates on the genetics and the clinical impacts on phaeochromocytoma and paraganglioma in the new era. Crit Rev Oncol Hematol. 2016;100:190-208.

Snezhkina A, Pavlov V, Dmitriev A, Melnikova N, Kudryavtseva A. Potential Biomarkers of Metastasizing Paragangliomas and Pheochromocytomas. Life (Basel). 2021;11(11).

Moramarco J, El Ghorayeb N, Dumas N, Nolet S, Boulanger L, Burnichon N, et al. Pheochromocytomas are diagnosed incidentally and at older age in neurofibromatosis type 1. Clin Endocrinol (Oxf). 2017;86(3):332-9.

Welander J, Larsson C, Backdahl M, Hareni N, Sivler T, Brauckhoff M, et al. Integrative genomics reveals frequent somatic NF1 mutations in sporadic pheochromocytomas. Hum Mol Genet. 2012;21(26):5406-16.

Fishbein L, Leshchiner I, Walter V, Danilova L, Robertson AG, Johnson AR, et al. Comprehensive Molecular Characterization of Pheochromocytoma and Paraganglioma. Cancer Cell. 2017;31(2):181-93.

Chen Y, Chen L, Lun Aaron TL, Baldoni Pedro L, Smyth Gordon K. edgeR v4: powerful differential analysis of sequencing data with expanded functionality and improved support for small counts and larger datasets. Nucleic Acids Res. 2025;53(2).

Durinck S, Moreau Y, Kasprzyk A, Davis S, De Moor B, Brazma A, et al. BioMart and Bioconductor: a powerful link between biological databases and microarray data analysis. Bioinformatics. 2005;21(16):3439-40.

Ru Y, Kechris KJ, Tabakoff B, Hoffman P, Radcliffe RA, Bowler R, et al. The multiMiR R package and database: integration of microRNA–target interactions along with their disease and drug associations. Nucleic Acids Res. 2014;42(17):e133-e.

Kanehisa M, Goto S. KEGG: kyoto encyclopedia of genes and genomes. Nucleic Acids Res. 2000;28(1):27-30.

Szklarczyk D, Gable AL, Nastou KC, Lyon D, Kirsch R, Pyysalo S, et al. The STRING database in 2021: customizable protein-protein networks, and functional characterization of user-uploaded gene/measurement sets. Nucleic Acids Res. 2021;49(D1):D605-D12.

Bausch B, Borozdin W, Mautner VF, Hoffmann MM, Boehm D, Robledo M, et al. Germline NF1 mutational spectra and loss-of-heterozygosity analyses in patients with pheochromocytoma and neurofibromatosis type 1. J Clin Endocrinol Metab. 2007;92(7):2784-92.

Welander J, Söderkvist P, Gimm O. The NF1 gene: a frequent mutational target in sporadic pheochromocytomas and beyond. Endocrine-Related Cancer. 2013;20(4):C13-C7.

Stowe IB, Mercado EL, Stowe TR, Bell EL, Oses-Prieto JA, Hernández H, et al. A shared molecular mechanism underlies the human rasopathies Legius syndrome and Neurofibromatosis-1. Genes & Development. 2012;26(13):1421-6.

Ke R, Lv L, Zhang S, Zhang F, Jiang Y. Functional mechanism and clinical implications of MicroRNA‐423 in human cancers. Cancer Medicine. 2020;9(23):9036-51.

Anastasaki C, Orozco P, Gutmann DH. RAS and beyond: the many faces of the neurofibromatosis type 1 protein. Dis Model Mech. 2022;15(2).

Zhang X, Liu Y, Yang R, Guo Y, Yan M, Xiao Y, et al. Phosphorylation of RasGRP1 by Shc3 prevents RasGRP1 degradation and contributes to Ras/c-Jun activation in hepatocellular carcinoma. Molecular and Cellular Biochemistry. 2023;479(9):2307-21.

Chen J, Gao G, Li L, Ding J, Chen X, Lei J, et al. Pan-Cancer Study of SHC-Adaptor Protein 1 (SHC1) as a Diagnostic, Prognostic and Immunological Biomarker in Human Cancer. Frontiers in Genetics. 2022;13.

Georgiou A, Stewart A, Cunningham D, Banerji U, Whittaker SR. Inactivation of NF1 Promotes Resistance to EGFR Inhibition in KRAS/NRAS/BRAFV600-Wild-Type Colorectal Cancer. Molecular Cancer Research. 2020;18(6):835-46.

Post JB, Hami N, Mertens AEE, Elfrink S, Bos JL, Snippert HJG. CRISPR-induced RASGAP deficiencies in colorectal cancer organoids reveal that only loss of NF1 promotes resistance to EGFR inhibition. Oncotarget. 2019;10(14):1440-57.

de Bruin EC, Cowell C, Warne PH, Jiang M, Saunders RE, Melnick MA, et al. Reduced NF1 expression confers resistance to EGFR inhibition in lung cancer. Cancer Discov. 2014;4(5):606-19.

Cambiaso P, Galassi S, Palmiero M, Mastronuzzi A, Del Bufalo F, Capolino R, et al. Growth hormone excess in children with neurofibromatosis type-1 and optic glioma. Am J Med Genet A. 2017;173(9):2353-8.

Hannah-Shmouni F, Trivellin G, Beckers P, Karaviti LP, Lodish M, Tatsi C, et al. Neurofibromatosis Type 1 Has a Wide Spectrum of Growth Hormone Excess. J Clin Med. 2022;11(8).

Vassilopoulou-Sellin R, Klein MJ, Slopis JK. Growth hormone deficiency in children with neurofibromatosis type 1 without suprasellar lesions. Pediatr Neurol. 2000;22(5):355-8.

Roth KA, Wilson DM, Eberwine J, Dorin RI, Kovacs K, Bensch KG, et al. Acromegaly and pheochromocytoma: a multiple endocrine syndrome caused by a plurihormonal adrenal medullary tumor. J Clin Endocrinol Metab. 1986;63(6):1421-6.

Mumby C, Davis JR, Trouillas J, Higham CE. Phaeochromocytoma and Acromegaly: a unifying diagnosis. Endocrinol Diabetes Metab Case Rep. 2014;2014:140036.

Rad E, Dodd K, Thomas L, Upadhyaya M, Tee A. STAT3 and HIF1α Signaling Drives Oncogenic Cellular Phenotypes in Malignant Peripheral Nerve Sheath Tumors. Molecular Cancer Res. 2015;13(7):1149-60.

Blum R, Jacob-Hirsch J, Amariglio N, Rechavi G, Kloog Y. Ras inhibition in glioblastoma down-regulates hypoxia-inducible factor-1alpha, causing glycolysis shutdown and cell death. Cancer Res. 2005;65(3):999-1006.

Published
2025/10/23
Section
Original Scientific Paper