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Detection of tumor-specific DNA methylation markers in the blood of patients with pituitary neuroendocrine tumors.
Herrgott, Grayson A; Asmaro, Karam P; Wells, Michael; Sabedot, Thais S; Malta, Tathiane M; Mosella, Maritza S; Nelson, Kevin; Scarpace, Lisa; Barnholtz-Sloan, Jill S; Sloan, Andrew E; Selman, Warren R; deCarvalho, Ana C; Poisson, Laila M; Mukherjee, Abir; Robin, Adam M; Lee, Ian Y; Snyder, James; Walbert, Tobias; Rosenblum, Mark; Mikkelsen, Tom; Bhan, Arti; Craig, John; Kalkanis, Steven; Rock, Jack; Noushmehr, Houtan; Castro, Ana Valeria.
Afiliação
  • Herrgott GA; Department of Neurosurgery, Hermelin Brain Tumor Center, Henry Ford Health System, Detroit, Michigan, USA.
  • Asmaro KP; Department of Neurosurgery, Omics Laboratory, Henry Ford Health System, Detroit, Michigan, USA.
  • Wells M; Department of Neurosurgery, Hermelin Brain Tumor Center, Henry Ford Health System, Detroit, Michigan, USA.
  • Sabedot TS; Department of Neurosurgery, Omics Laboratory, Henry Ford Health System, Detroit, Michigan, USA.
  • Malta TM; Department of Neurosurgery, Hermelin Brain Tumor Center, Henry Ford Health System, Detroit, Michigan, USA.
  • Mosella MS; Department of Neurosurgery, Omics Laboratory, Henry Ford Health System, Detroit, Michigan, USA.
  • Nelson K; Department of Neurosurgery, Hermelin Brain Tumor Center, Henry Ford Health System, Detroit, Michigan, USA.
  • Scarpace L; Department of Neurosurgery, Omics Laboratory, Henry Ford Health System, Detroit, Michigan, USA.
  • Barnholtz-Sloan JS; Department of Neurosurgery, Hermelin Brain Tumor Center, Henry Ford Health System, Detroit, Michigan, USA.
  • Sloan AE; Department of Neurosurgery, Omics Laboratory, Henry Ford Health System, Detroit, Michigan, USA.
  • Selman WR; Department of Neurosurgery, Hermelin Brain Tumor Center, Henry Ford Health System, Detroit, Michigan, USA.
  • deCarvalho AC; Department of Neurosurgery, Omics Laboratory, Henry Ford Health System, Detroit, Michigan, USA.
  • Poisson LM; Department of Neurosurgery, Hermelin Brain Tumor Center, Henry Ford Health System, Detroit, Michigan, USA.
  • Mukherjee A; Department of Neurosurgery, Hermelin Brain Tumor Center, Henry Ford Health System, Detroit, Michigan, USA.
  • Robin AM; Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA.
  • Lee IY; Department of Neurological Surgery, University Hospitals of Cleveland, Cleveland, Ohio, USA.
  • Snyder J; Case Comprehensive Cancer Center, Cleveland, Ohio, USA.
  • Walbert T; Department of Neurological Surgery, University Hospitals of Cleveland, Cleveland, Ohio, USA.
  • Rosenblum M; Department of Neurosurgery, Hermelin Brain Tumor Center, Henry Ford Health System, Detroit, Michigan, USA.
  • Mikkelsen T; Department of Biostatistics, Henry Ford Health System, Detroit, Michigan, USA.
  • Bhan A; Department of Pathology, Henry Ford Health System, Detroit, Michigan, USA.
  • Craig J; Department of Neurosurgery, Hermelin Brain Tumor Center, Henry Ford Health System, Detroit, Michigan, USA.
  • Kalkanis S; Department of Neurosurgery, Hermelin Brain Tumor Center, Henry Ford Health System, Detroit, Michigan, USA.
  • Rock J; Department of Neurosurgery, Hermelin Brain Tumor Center, Henry Ford Health System, Detroit, Michigan, USA.
  • Noushmehr H; Department of Neurosurgery, Omics Laboratory, Henry Ford Health System, Detroit, Michigan, USA.
  • Castro AV; Department of Neurosurgery, Hermelin Brain Tumor Center, Henry Ford Health System, Detroit, Michigan, USA.
Neuro Oncol ; 24(7): 1126-1139, 2022 07 01.
Article em En | MEDLINE | ID: mdl-35212383
ABSTRACT

BACKGROUND:

DNA methylation abnormalities are pervasive in pituitary neuroendocrine tumors (PitNETs). The feasibility to detect methylome alterations in circulating cell-free DNA (cfDNA) has been reported for several central nervous system (CNS) tumors but not across PitNETs. The aim of the study was to use the liquid biopsy (LB) approach to detect PitNET-specific methylation signatures to differentiate these tumors from other sellar diseases.

METHODS:

We profiled the cfDNA methylome (EPIC array) of 59 serum and 41 plasma LB specimens from patients with PitNETs and other CNS diseases (sellar tumors and other pituitary non-neoplastic diseases, lower-grade gliomas, and skull-base meningiomas) or nontumor conditions, grouped as non-PitNET.

RESULTS:

Our results indicated that despite quantitative and qualitative differences between serum and plasma cfDNA composition, both sources of LB showed that patients with PitNETs presented a distinct methylome landscape compared to non-PitNETs. In addition, LB methylomes captured epigenetic features reported in PitNET tissue and provided information about cell-type composition. Using LB-derived PitNETs-specific signatures as input to develop machine-learning predictive models, we generated scores that distinguished PitNETs from non-PitNETs conditions, including sellar tumor and non-neoplastic pituitary diseases, with accuracies above ~93% in independent cohort sets.

CONCLUSIONS:

Our results underpin the potential application of methylation-based LB profiling as a noninvasive approach to identify clinically relevant epigenetic markers to diagnose and potentially impact the prognostication and management of patients with PitNETs.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Hipofisárias / Tumores Neuroendócrinos / Ácidos Nucleicos Livres Tipo de estudo: Diagnostic_studies / Prognostic_studies / Qualitative_research Limite: Humans Idioma: En Revista: Neuro Oncol Assunto da revista: NEOPLASIAS / NEUROLOGIA Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Estados Unidos

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Hipofisárias / Tumores Neuroendócrinos / Ácidos Nucleicos Livres Tipo de estudo: Diagnostic_studies / Prognostic_studies / Qualitative_research Limite: Humans Idioma: En Revista: Neuro Oncol Assunto da revista: NEOPLASIAS / NEUROLOGIA Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Estados Unidos