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Profiling of human epigenetic regulators using a semi-automated real-time qPCR platform validated by next generation sequencing.
Dudakovic, Amel; Gluscevic, Martina; Paradise, Christopher R; Dudakovic, Halil; Khani, Farzaneh; Thaler, Roman; Ahmed, Farah S; Li, Xiaodong; Dietz, Allan B; Stein, Gary S; Montecino, Martin A; Deyle, David R; Westendorf, Jennifer J; van Wijnen, Andre J.
Afiliación
  • Dudakovic A; Departments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
  • Gluscevic M; Departments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
  • Paradise CR; Departments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
  • Dudakovic H; Information Technology, Mayo Clinic, Rochester, MN, USA.
  • Khani F; Departments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
  • Thaler R; Departments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
  • Ahmed FS; Departments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
  • Li X; Departments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
  • Dietz AB; Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
  • Stein GS; Department of Biochemistry, University of Vermont Medical School, Burlington, VT, USA.
  • Montecino MA; Center for Biomedical Research, Faculty of Biological Sciences and Faculty of Medicine, Universidad Andres Bello, Santiago, Chile.
  • Deyle DR; Medical Genetics, Mayo Clinic, Rochester, MN, USA.
  • Westendorf JJ; Departments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Biochemistry & Molecular Biology, Mayo Clinic, Rochester, MN, USA.
  • van Wijnen AJ; Departments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Biochemistry & Molecular Biology, Mayo Clinic, Rochester, MN, USA; Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, USA. Electronic address: vanwijnen.andre@mayo.edu.
Gene ; 609: 28-37, 2017 Apr 20.
Article en En | MEDLINE | ID: mdl-28132772
Epigenetic mechanisms control phenotypic commitment of mesenchymal stromal/stem cells (MSCs) into osteogenic, chondrogenic or adipogenic lineages. To investigate enzymes and chromatin binding proteins controlling the epigenome, we developed a hybrid expression screening strategy that combines semi-automated real-time qPCR (RT-qPCR), next generation RNA sequencing (RNA-seq), and a novel data management application (FileMerge). This strategy was used to interrogate expression of a large cohort (n>300) of human epigenetic regulators (EpiRegs) that generate, interpret and/or edit the histone code. We find that EpiRegs with similar enzymatic functions are variably expressed and specific isoforms dominate over others in human MSCs. This principle is exemplified by analysis of key histone acetyl transferases (HATs) and deacetylases (HDACs), H3 lysine methyltransferases (e.g., EHMTs) and demethylases (KDMs), as well as bromodomain (BRDs) and chromobox (CBX) proteins. Our results show gender-specific expression of H3 lysine 9 [H3K9] demethylases (e.g., KDM5D and UTY) as expected and upregulation of distinct EpiRegs (n>30) during osteogenic differentiation of MSCs (e.g., HDAC5 and HDAC7). The functional significance of HDACs in osteogenic lineage commitment of MSCs was functionally validated using panobinostat (LBH-589). This pan-deacetylase inhibitor suppresses osteoblastic differentiation as evidenced by reductions in bone-specific mRNA markers (e.g., ALPL), alkaline phosphatase activity and calcium deposition (i.e., Alizarin Red staining). Thus, our RT-qPCR platform identifies candidate EpiRegs by expression screening, predicts biological outcomes of their corresponding inhibitors, and enables manipulation of the human epigenome using molecular or pharmacological approaches to control stem cell differentiation.
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Diferenciación Celular / Epigénesis Genética / Código de Histonas / Células Madre Mesenquimatosas Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Gene Año: 2017 Tipo del documento: Article País de afiliación: Estados Unidos

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Diferenciación Celular / Epigénesis Genética / Código de Histonas / Células Madre Mesenquimatosas Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Gene Año: 2017 Tipo del documento: Article País de afiliación: Estados Unidos