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Epigenetic profiling of prostate cancer reveals potential prognostic signatures.
Bernatz, Simon; Reddin, Ian G; Fenton, Tim R; Vogl, Thomas J; Wild, Peter J; Köllermann, Jens; Mandel, Philipp; Wenzel, Mike; Hoeh, Benedikt; Mahmoudi, Scherwin; Koch, Vitali; Grünewald, Leon D; Hammerstingl, Renate; Döring, Claudia; Harter, Patrick N; Weber, Katharina J.
Afiliação
  • Bernatz S; Goethe University Frankfurt, University Hospital, Clinic for Radiology and Nuclear Medicine, Frankfurt am Main, Germany.
  • Reddin IG; Goethe University Frankfurt, University Hospital, Dr. Senckenberg Institute for Pathology, Frankfurt am Main, Germany.
  • Fenton TR; Frankfurt Cancer Institute (FCI), Frankfurt am Main, Germany.
  • Vogl TJ; School of Cancer Sciences, University of Southampton, Southampton, UK.
  • Wild PJ; School of Cancer Sciences, University of Southampton, Southampton, UK.
  • Köllermann J; Goethe University Frankfurt, University Hospital, Clinic for Radiology and Nuclear Medicine, Frankfurt am Main, Germany.
  • Mandel P; Goethe University Frankfurt, University Hospital, Dr. Senckenberg Institute for Pathology, Frankfurt am Main, Germany.
  • Wenzel M; Frankfurt Institute for Advanced Studies (FIAS), Frankfurt am Main, Germany.
  • Hoeh B; Goethe University Frankfurt, University Hospital, Dr. Senckenberg Institute for Pathology, Frankfurt am Main, Germany.
  • Mahmoudi S; Goethe University Frankfurt, University Hospital, Department of Urology, Frankfurt am Main, Germany.
  • Koch V; Goethe University Frankfurt, University Hospital, Department of Urology, Frankfurt am Main, Germany.
  • Grünewald LD; Goethe University Frankfurt, University Hospital, Department of Urology, Frankfurt am Main, Germany.
  • Hammerstingl R; Goethe University Frankfurt, University Hospital, Clinic for Radiology and Nuclear Medicine, Frankfurt am Main, Germany.
  • Döring C; Goethe University Frankfurt, University Hospital, Clinic for Radiology and Nuclear Medicine, Frankfurt am Main, Germany.
  • Harter PN; Goethe University Frankfurt, University Hospital, Clinic for Radiology and Nuclear Medicine, Frankfurt am Main, Germany.
  • Weber KJ; Goethe University Frankfurt, University Hospital, Clinic for Radiology and Nuclear Medicine, Frankfurt am Main, Germany.
J Cancer Res Clin Oncol ; 150(8): 396, 2024 Aug 24.
Article em En | MEDLINE | ID: mdl-39180680
ABSTRACT

PURPOSE:

While epigenetic profiling discovered biomarkers in several tumor entities, its application in prostate cancer is still limited. We explored DNA methylation-based deconvolution of benign and malignant prostate tissue for biomarker discovery and the potential of radiomics as a non-invasive surrogate.

METHODS:

We retrospectively included 30 patients (63 [58-79] years) with prostate cancer (PCa) who had a multiparametric MRI of the prostate before radical prostatectomy between 2014 and 2019. The control group comprised four patients with benign prostate tissue adjacent to the PCa lesions and four patients with benign prostatic hyperplasia. Tissue punches of all lesions were obtained. DNA methylation analysis and reference-free in silico deconvolution were conducted to retrieve Latent Methylation Components (LCMs). LCM-based clustering was analyzed for cellular composition and correlated with clinical disease parameters. Additionally, PCa and adjacent benign lesions were analyzed using radiomics to predict the epigenetic signatures non-invasively.

RESULTS:

LCMs identified two clusters with potential prognostic impact. Cluster one was associated with malignant prostate tissue (p < 0.001) and reduced immune-cell-related signatures (p = 0.004) of CD19 and CD4 cells. Cluster one comprised exclusively malignant prostate tissue enriched for significant prostate cancer and advanced tumor stages (p < 0.03 for both). No radiomics model could non-invasively predict the epigenetic clusters.

CONCLUSION:

Epigenetic clusters were associated with prognostically and clinically relevant metrics in prostate cancer. Further, immune cell-related signatures differed significantly between prognostically favorable and unfavorable clusters. Further research is necessary to explore potential diagnostic and therapeutic implications.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias da Próstata / Biomarcadores Tumorais / Metilação de DNA / Epigênese Genética Limite: Aged / Humans / Male / Middle aged Idioma: En Ano de publicação: 2024 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias da Próstata / Biomarcadores Tumorais / Metilação de DNA / Epigênese Genética Limite: Aged / Humans / Male / Middle aged Idioma: En Ano de publicação: 2024 Tipo de documento: Article