Evidence map›Paper›PMID 31332097›Full record

ArticleMolecular & cellular proteomics : MCP2019

A Systems-level Characterization of the Differentiation of Human Embryonic Stem Cells into Mesenchymal Stem Cells.

Anja M Billing, Shaima S Dib, Aditya M Bhagwat, Israel T da Silva, Rodrigo D Drummond, Shahina Hayat, Rasha Al-Mismar, Hisham Ben-Hamidane, Neha Goswami, Kasper Engholm-Keller and 4 more

Open access · hybridAbstract read
In one paragraph

Article in Molecular & cellular proteomics : MCP, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
0.7field-weighted citation impact, top 36% 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

13 citing papers in PubMed, 17 citations in OpenAlex.

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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 6 countries.

Anja M BillingResearch Division, Weill Cornell Medicine Qatar, Weill Cornell University, P.O. Box 24144, Doha, Qatar. Electronic address: anjab@bmb.sdu.dk.
Shaima S DibResearch Division, Weill Cornell Medicine Qatar, Weill Cornell University, P.O. Box 24144, Doha, Qatar.
Aditya M BhagwatResearch Division, Weill Cornell Medicine Qatar, Weill Cornell University, P.O. Box 24144, Doha, Qatar.
Israel T da SilvaLaboratory of Bioinformatics and Computational Biology, A. C., Camargo Cancer Center, São Paulo 01508-010, Brazil; Laboratory of Molecular Immunology, The Rockefeller University, New York, New York 10065.
Rodrigo D DrummondLaboratory of Bioinformatics and Computational Biology, A. C., Camargo Cancer Center, São Paulo 01508-010, Brazil.
Shahina HayatResearch Division, Weill Cornell Medicine Qatar, Weill Cornell University, P.O. Box 24144, Doha, Qatar.
Rasha Al-MismarResearch Division, Weill Cornell Medicine Qatar, Weill Cornell University, P.O. Box 24144, Doha, Qatar.
Hisham Ben-HamidaneResearch Division, Weill Cornell Medicine Qatar, Weill Cornell University, P.O. Box 24144, Doha, Qatar.
Neha GoswamiResearch Division, Weill Cornell Medicine Qatar, Weill Cornell University, P.O. Box 24144, Doha, Qatar.
Kasper Engholm-KellerDepartment of Biochemistry and Molecular Biology, University of Southern Denmark, 5230 Odense, Denmark; Children's Medical Research Institute, University of Sydney, Westmead, NSW 2145, Australia.
Martin R LarsenDepartment of Biochemistry and Molecular Biology, University of Southern Denmark, 5230 Odense, Denmark.
Karsten SuhreResearch Division, Weill Cornell Medicine Qatar, Weill Cornell University, P.O. Box 24144, Doha, Qatar.
Arash RafiiResearch Division, Weill Cornell Medicine Qatar, Weill Cornell University, P.O. Box 24144, Doha, Qatar; Department of Gynecology and Obstetrics, Hôpital Foch, 92100 Suresnes, France.
Johannes GraumannResearch Division, Weill Cornell Medicine Qatar, Weill Cornell University, P.O. Box 24144, Doha, Qatar. Electronic address: johannes.graumann@mpi-bn.mpg.de.
Weill Cornell Medical College in Qatar · QAAC Camargo Hospital · BRThe University of Sydney · AUUniversity of Southern Denmark · DK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mesenchymal stem/stromal cells (MSCs) are self-renewing multipotent cells with regenerative, secretory and immunomodulatory capabilities that are beneficial for the treatment of various diseases. To avoid the issues that come with using tissue-derived MSCs in therapy, MSCs may be generated by the differentiation of human embryonic stems cells (hESCs) in culture. However, the changes that occur during the differentiation process have not been comprehensively characterized. Here, we combined transcriptome, proteome and phosphoproteome profiling to perform an in-depth, multi-omics study of the hESCs-to-MSCs differentiation process. Based on RNA-to-protein correlation, we determined a set of high confidence genes that are important to differentiation. Among the earliest and strongest induced proteins with extensive differential phosphorylation was AHNAK, which we hypothesized to be a defining factor in MSC biology. We observed two distinct expression waves of developmental HOX genes and an AGO2-to-AGO3 switch in gene silencing. Exploring the kinetic of noncoding ORFs during differentiation, we mapped new functions to well annotated long noncoding RNAs (CARMN, MALAT, NEAT1, LINC00152) as well as new candidates which we identified to be important to the differentiation process. Phosphoproteome analysis revealed ESC and MSC-specific phosphorylation motifs with PAK2 and RAF1 as top predicted upstream kinases in MSCs. Our data represent a rich systems-level resource on ESC-to-MSC differentiation that will be useful for the study of stem cell biology.

Indexed as

Gene Regulatory NetworksCell DifferentiationCells, CulturedChromatography, LiquidGene Expression ProfilingGene Expression RegulationHuman Embryonic Stem CellsHumansMass SpectrometryMesenchymal Stem CellsPhosphorylationProtein Interaction MapsProteomicsSequence Analysis, RNAcell differentiationdevelopmental biologydifferentiationgene expressionhuman embryonic stem cellshuman mesenchymal stem cellsLC-MS/MSphosphoproteomepost-translational modificationsquantificationquantitative proteomicsRNA SEQstem cellssystems biology

Identifiers

PMID31332097
PMCPMC6773553
OpenAlexW2964169298

What OpenQuestion holds

Textmetadata
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.