Evidence map›Paper›PMID 36890579›Full record

ArticleBiological research2023

DNA methylation analysis identifies key transcription factors involved in mesenchymal stem cell osteogenic differentiation.

Rodolfo Gómez, Matt J Barter, Ana Alonso-Pérez, Andrew J Skelton, Carole Proctor, Gabriel Herrero-Beaumont, David A Young

Open access · goldAbstract read
In one paragraph

Article in Biological research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.2field-weighted citation impact, top 21% 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

9 citing papers in PubMed, 8 citations in OpenAlex.

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  8. Obesity and lipid metabolism in the development of osteoporosis (Review).International journal of molecular medicine · 2024
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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

7 authors at 4 institutions in 2 countries.

Rodolfo GómezMusculoskeletal Pathology Group, Institute IDIS, Santiago University Clinical Hospital, Laboratorio 18, Edificio B, Planta -2, 15706, Santiago de Compostela, Spain. rodolfo.gomez.bahamonde@sergas.es.ORCID http://orcid.org/0000-0002-1309-1023
Matt J BarterSkeletal Research Group, Biosciences Institute, Newcastle University, Newcastle-upon-Tyne, NE1 3BZ, UK.
Ana Alonso-PérezMusculoskeletal Pathology Group, Institute IDIS, Santiago University Clinical Hospital, Laboratorio 18, Edificio B, Planta -2, 15706, Santiago de Compostela, Spain.
Andrew J SkeltonSkeletal Research Group, Biosciences Institute, Newcastle University, Newcastle-upon-Tyne, NE1 3BZ, UK.
Carole ProctorCampus for Ageing and Vitality, Newcastle University, Newcastle-Upon-Tyne, NE2 4HH, UK.
Gabriel Herrero-BeaumontBone and Joint Research Unit, IIS-Fundación Jiménez Díaz, UAM, 28040, Madrid, Avda Reyes Católicos, Spain.
David A YoungSkeletal Research Group, Biosciences Institute, Newcastle University, Newcastle-upon-Tyne, NE1 3BZ, UK.
Newcastle University · GBInstituto de Investigación Sanitaria de Santiago · ESHospital Universitario Fundación Jiménez Díaz · ESNewcastle Hospitals - Campus for Ageing and Vitality · GB

Funding

Medical Research Council MR/P020941/1The Dunhill Medical Trust R476/0516
6 · The paper itself

Abstract

backgroundKnowledge about regulating transcription factors (TFs) for osteoblastogenesis from mesenchymal stem cells (MSCs) is limited. Therefore, we investigated the relationship between genomic regions subject to DNA-methylation changes during osteoblastogenesis and the TFs known to directly interact with these regulatory regions.

resultsThe genome-wide DNA-methylation signature of MSCs differentiated to osteoblasts and adipocytes was determined using the Illumina HumanMethylation450 BeadChip array. During adipogenesis no CpGs passed our test for significant methylation changes. Oppositely, during osteoblastogenesis we identified 2462 differently significantly methylated CpGs (adj. p < 0.05). These resided outside of CpGs islands and were significantly enriched in enhancer regions. We confirmed the correlation between DNA-methylation and gene expression. Accordingly, we developed a bioinformatic tool to analyse differentially methylated regions and the TFs interacting with them. By overlaying our osteoblastogenesis differentially methylated regions with ENCODE TF ChIP-seq data we obtained a set of candidate TFs associated to DNA-methylation changes. Among them, ZEB1 TF was highly related with DNA-methylation. Using RNA interference, we confirmed that ZEB1, and ZEB2, played a key role in adipogenesis and osteoblastogenesis processes. For clinical relevance, ZEB1 mRNA expression in human bone samples was evaluated. This expression positively correlated with weight, body mass index, and PPARγ expression.

conclusionsIn this work we describe an osteoblastogenesis-associated DNA-methylation profile and, using these data, validate a novel computational tool to identify key TFs associated to age-related disease processes. By means of this tool we identified and confirmed ZEB TFs as mediators involved in the MSCs differentiation to osteoblasts and adipocytes, and obesity-related bone adiposity.

Indexed as

Mesenchymal Stem CellsOsteogenesisCell DifferentiationDNA MethylationHumansTranscription FactorsTranscription FactorsBone adiposityMethylationOsteoblastogenesisStem cell differentiation

Identifiers

PMID36890579
PMCPMC9996951
OpenAlexW4323543069

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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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.