Evidence map›Paper›PMID 28132772›Full record

ArticleGene2017

Profiling of human epigenetic regulators using a semi-automated real-time qPCR platform validated by next generation sequencing.

Amel Dudakovic, Martina Gluscevic, Christopher R Paradise, Halil Dudakovic, Farzaneh Khani, Roman Thaler, Farah S Ahmed, Xiaodong Li, Allan B Dietz, Gary S Stein and 4 more

Open access · greenAbstract read
In one paragraph

Article in Gene, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
1.5field-weighted citation impact, top 19% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

19 citing papers in PubMed, 29 citations in OpenAlex.

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  17. Enhancer of zeste homolog 2 (The Journal of biological chemistry · 2018
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors at 4 institutions in 2 countries.

Amel DudakovicDepartments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
Martina GluscevicDepartments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
Christopher R ParadiseDepartments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
Halil DudakovicInformation Technology, Mayo Clinic, Rochester, MN, USA.
Farzaneh KhaniDepartments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
Roman ThalerDepartments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
Farah S AhmedDepartments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
Xiaodong LiDepartments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
Allan B DietzLaboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
Gary S SteinDepartment of Biochemistry, University of Vermont Medical School, Burlington, VT, USA.
Martin A MontecinoCenter for Biomedical Research, Faculty of Biological Sciences and Faculty of Medicine, Universidad Andres Bello, Santiago, Chile.
David R DeyleMedical Genetics, Mayo Clinic, Rochester, MN, USA.
Jennifer J WestendorfDepartments of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Biochemistry & Molecular Biology, Mayo Clinic, Rochester, MN, USA.
Andre J van WijnenDepartments 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.
Mayo Clinic in Arizona · USMayo Clinic · USUniversidad Andrés Bello · CLUniversity of Vermont Medical Center · US

Funding

CONTROL OF OSTEOBLAST PROLIFERATION AND DIFFERENTIATIONR01AR039588 · NIAMS · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI LIAN, JANE B., STEIN, GARY S. · 1990 to 2019
$8.0M
Molecular Control of Bone FormationR01AR049069 · NIAMS · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI WESTENDORF, JENNIFER J · 2003 to 2021
$5.8M
Runx2 and Axin2 Interactions During Bone FormationR01DE020194 · NIDCR · MAYO CLINIC ROCHESTER · PI WESTENDORF, JENNIFER J · 2010 to 2014
$2.1M
Protein Phosphatase Phlpp1 in Cartilage Development & Osteoarthritis ProgressionR01AR068103 · NIAMS · MAYO CLINIC ROCHESTER · PI WESTENDORF, JENNIFER J · 2014 to 2018
$1.9M
In Vivo Gene Targeting to Treat Inherited Bone DiseaseR01AR067707 · NIAMS · MAYO CLINIC ROCHESTER · PI DEYLE, DAVID R · 2015 to 2020
$1.8M
Engineering Pluripotent Stem Cells to Treat Osteogenesis ImperfectaR03AR065753 · NIAMS · MAYO CLINIC ROCHESTER · PI DEYLE, DAVID R · 2014 to 2016
$239k
Epigenetic control of osteoblast differentiationF32AR066508 · NIAMS · MAYO CLINIC ROCHESTER · PI DUDAKOVIC, AMEL · 2015 to 2017
$185k
NIAMS NIH HHS F32 AR066508NIAMS NIH HHS R01 AR039588NIAMS NIH HHS R01 AR049069NIAMS NIH HHS R01 AR067707NIAMS NIH HHS R01 AR068103NIAMS NIH HHS R03 AR065753NIDCR NIH HHS R01 DE020194
6 · The paper itself

Abstract

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.

Indexed as

Cell DifferentiationEpigenesis, GeneticHistone CodeEpigenomicsHigh-Throughput Nucleotide SequencingHumansMesenchymal Stem CellsReal-Time Polymerase Chain ReactionSequence Analysis, RNAAdipose-tissue derived stromal cellsDeacetylaseEpigenetic regulatorsEpigeneticsHistoneMesenchymal stem cellMethyltransferase

Identifiers

PMID28132772
PMCPMC5337945
OpenAlexW2581821591

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.