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Integrating Methylome and Transcriptome Signatures Expands the Molecular Classification of the Pituitary Tumors

Authors :
Rui M Patrício da Silva-Júnior
Ana Carolina Bueno
Clarissa Silva Martins
Fernanda Coelli-Lacchini
Jorge Guilherme Okanobo Ozaki
Danillo Cunha de Almeida-e-Silva
Junier Marrero-Gutiérrez
Antônio Carlos dos Santos
Carlos Garcia-Peral
Hélio Rubens Machado
Marcelo Volpon dos Santos
Paula Lamparelli Elias
Ayrton C Moreira
Leandro M Colli
Ricardo Z N Vêncio
Sonir R Antonini
Margaret de Castro
Source :
The Journal of Clinical Endocrinology & Metabolism. 108:1452-1463
Publication Year :
2022
Publisher :
The Endocrine Society, 2022.

Abstract

Objective To explore pituitary tumors by methylome and transcriptome signatures in a heterogeneous ethnic population. Methods In this retrospective cross-sectional study, clinicopathological features, methylome, and transcriptome were evaluated in pituitary tumors from 77 patients (61% women, age 12-72 years) followed due to functioning (FPT: GH-secreting n = 18, ACTH-secreting n = 14) and nonfunctioning pituitary tumors (NFPT, n = 45) at Ribeirao Preto Medical School, University of São Paulo. Results Unsupervised hierarchical clustering analysis (UHCA) of methylome (n = 77) and transcriptome (n = 65 out of 77) revealed 3 clusters each: one enriched by FPT, one by NFPT, and a third by ACTH-secreting and NFPT. Comparison between each omics-derived clusters identified 3568 and 5994 differentially methylated and expressed genes, respectively, which were associated with each other, with tumor clinical presentation, and with 2017 and 2022 WHO classifications. UHCA considering 11 transcripts related to pituitary development/differentiation also supported 3 clusters: POU1F1-driven somatotroph, TBX19-driven corticotroph, and NR5A1-driven gonadotroph adenomas, with rare exceptions (NR5A1 expressed in few GH-secreting and corticotroph silent adenomas; POU1F1 in few ACTH-secreting adenomas; and TBX19 in few NFPTs). Conclusion This large heterogenic ethnic Brazilian cohort confirms that integrated methylome and transcriptome signatures classify FPT and NFPT, which are associated with clinical presentation and tumor invasiveness. Moreover, the cluster NFPT/ACTH-secreting adenomas raises interest regarding tumor heterogeneity, supporting the challenge raised by the 2017 and 2022 WHO definition regarding the discrepancy, in rare cases, between clinical presentation and pituitary lineage markers. Finally, making our data publicly available enables further studies to validate genes/pathways involved in pituitary tumor pathogenesis and prognosis.

Details

ISSN :
19457197 and 0021972X
Volume :
108
Database :
OpenAIRE
Journal :
The Journal of Clinical Endocrinology & Metabolism
Accession number :
edsair.doi.dedup.....7c08d70b4891f3c36cbe68fa93bf0f11
Full Text :
https://doi.org/10.1210/clinem/dgac703