Using miRNA‐mRNA Interaction Analysis to Link Biologically Relevant miRNAs to Stem Cell Identity Testing for Next‐Generation Culturing Development

Therapeutic benefit of stem cells has been demonstrated in multiple disease models and clinical trials. Robust quality assurance is imperative to make advancements in culturing procedures to enable large‐scale cell manufacturing without hampering therapeutic potency. MicroRNAs (miRNAs or miRs) are s...

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Main Authors: Marian A.E. Crabbé, Kristel Gijbels, Aline Visser, David Craeye, Sara Walbers, Jef Pinxteren, Robert J. Deans, Wim Annaert, Bart L.T. Vaes
Format: Article
Language:English
Published: Wiley 2016-06-01
Series:Stem Cells Translational Medicine
Subjects:
Online Access:https://doi.org/10.5966/sctm.2015-0154
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spelling doaj-85dd3839196c4f67b34e0d8844dd7eab2020-11-25T01:29:15ZengWileyStem Cells Translational Medicine2157-65642157-65802016-06-015670972210.5966/sctm.2015-0154Using miRNA‐mRNA Interaction Analysis to Link Biologically Relevant miRNAs to Stem Cell Identity Testing for Next‐Generation Culturing DevelopmentMarian A.E. Crabbé0Kristel Gijbels1Aline Visser2David Craeye3Sara Walbers4Jef Pinxteren5Robert J. Deans6Wim Annaert7Bart L.T. Vaes8ReGenesys BVBA, Heverlee, BelgiumReGenesys BVBA, Heverlee, BelgiumReGenesys BVBA, Heverlee, BelgiumReGenesys BVBA, Heverlee, BelgiumReGenesys BVBA, Heverlee, BelgiumReGenesys BVBA, Heverlee, BelgiumRegenerative Medicine, Athersys Inc., Cleveland, Ohio, USACenter for Human Genetics, KU Leuven, Leuven, BelgiumReGenesys BVBA, Heverlee, BelgiumTherapeutic benefit of stem cells has been demonstrated in multiple disease models and clinical trials. Robust quality assurance is imperative to make advancements in culturing procedures to enable large‐scale cell manufacturing without hampering therapeutic potency. MicroRNAs (miRNAs or miRs) are shown to be master regulators of biological processes and are potentially ideal quality markers. We determined miRNA markers differentially expressed under nonclinical multipotent adult progenitor cell (MAPC) and mesenchymal stem cell (MSC) culturing conditions that regulate important stem cell features, such as proliferation and differentiation. These bone marrow‐derived stem cell types were selected because they both exert therapeutic functions, but have different proliferative and regenerative capacities. To determine cell‐specific marker miRNAs and assess their effects on stem cell qualities, a miRNA and mRNA profiling was performed on MAPCs and MSCs isolated from three shared donors. We applied an Ingenuity Pathway Analysis‐based strategy that combined an integrated RNA profile analysis and a biological function analysis to determine the effects of miRNA‐mRNA interactions on phenotype. This resulted in the identification of important miRNA markers linked to cell‐cycle regulation and development, the most distinctive being MAPC marker miR‐204‐5p and MSC marker miR‐335‐5p, for which we provide in vitro validation of its function in differentiation and cell cycle regulation, respectively. Importantly, marker expression is maintained under xeno‐free conditions and during bioreactor isolation and expansion of MAPC cultures. In conclusion, the identified biologically relevant miRNA markers can be used to monitor stem cell stability when implementing variations in culturing procedures. Significance Human adult marrow stromal stem cells have shown great potential in addressing unmet health care needs. Quality assurance is imperative to make advancements in large‐scale manufacturing procedures. MicroRNAs are master regulators of biological processes and potentially ideal quality markers. MicroRNA and mRNA profiling data of two human adult stem cell types were correlated to biological functions in silico. Doing this provided evidence that differentially expressed microRNAs are involved in regulating specific stem cell features. Furthermore, expression of a selected microRNA panel was maintained in next‐generation culturing platforms, demonstrating the robustness of microRNA profiling in stem cell comparability testing.https://doi.org/10.5966/sctm.2015-0154MicroRNA profilingMultipotent adult progenitor cellMesenchymal stem cellBioreactorXenobiotic-freeCell comparability testing
collection DOAJ
language English
format Article
sources DOAJ
author Marian A.E. Crabbé
Kristel Gijbels
Aline Visser
David Craeye
Sara Walbers
Jef Pinxteren
Robert J. Deans
Wim Annaert
Bart L.T. Vaes
spellingShingle Marian A.E. Crabbé
Kristel Gijbels
Aline Visser
David Craeye
Sara Walbers
Jef Pinxteren
Robert J. Deans
Wim Annaert
Bart L.T. Vaes
Using miRNA‐mRNA Interaction Analysis to Link Biologically Relevant miRNAs to Stem Cell Identity Testing for Next‐Generation Culturing Development
Stem Cells Translational Medicine
MicroRNA profiling
Multipotent adult progenitor cell
Mesenchymal stem cell
Bioreactor
Xenobiotic-free
Cell comparability testing
author_facet Marian A.E. Crabbé
Kristel Gijbels
Aline Visser
David Craeye
Sara Walbers
Jef Pinxteren
Robert J. Deans
Wim Annaert
Bart L.T. Vaes
author_sort Marian A.E. Crabbé
title Using miRNA‐mRNA Interaction Analysis to Link Biologically Relevant miRNAs to Stem Cell Identity Testing for Next‐Generation Culturing Development
title_short Using miRNA‐mRNA Interaction Analysis to Link Biologically Relevant miRNAs to Stem Cell Identity Testing for Next‐Generation Culturing Development
title_full Using miRNA‐mRNA Interaction Analysis to Link Biologically Relevant miRNAs to Stem Cell Identity Testing for Next‐Generation Culturing Development
title_fullStr Using miRNA‐mRNA Interaction Analysis to Link Biologically Relevant miRNAs to Stem Cell Identity Testing for Next‐Generation Culturing Development
title_full_unstemmed Using miRNA‐mRNA Interaction Analysis to Link Biologically Relevant miRNAs to Stem Cell Identity Testing for Next‐Generation Culturing Development
title_sort using mirna‐mrna interaction analysis to link biologically relevant mirnas to stem cell identity testing for next‐generation culturing development
publisher Wiley
series Stem Cells Translational Medicine
issn 2157-6564
2157-6580
publishDate 2016-06-01
description Therapeutic benefit of stem cells has been demonstrated in multiple disease models and clinical trials. Robust quality assurance is imperative to make advancements in culturing procedures to enable large‐scale cell manufacturing without hampering therapeutic potency. MicroRNAs (miRNAs or miRs) are shown to be master regulators of biological processes and are potentially ideal quality markers. We determined miRNA markers differentially expressed under nonclinical multipotent adult progenitor cell (MAPC) and mesenchymal stem cell (MSC) culturing conditions that regulate important stem cell features, such as proliferation and differentiation. These bone marrow‐derived stem cell types were selected because they both exert therapeutic functions, but have different proliferative and regenerative capacities. To determine cell‐specific marker miRNAs and assess their effects on stem cell qualities, a miRNA and mRNA profiling was performed on MAPCs and MSCs isolated from three shared donors. We applied an Ingenuity Pathway Analysis‐based strategy that combined an integrated RNA profile analysis and a biological function analysis to determine the effects of miRNA‐mRNA interactions on phenotype. This resulted in the identification of important miRNA markers linked to cell‐cycle regulation and development, the most distinctive being MAPC marker miR‐204‐5p and MSC marker miR‐335‐5p, for which we provide in vitro validation of its function in differentiation and cell cycle regulation, respectively. Importantly, marker expression is maintained under xeno‐free conditions and during bioreactor isolation and expansion of MAPC cultures. In conclusion, the identified biologically relevant miRNA markers can be used to monitor stem cell stability when implementing variations in culturing procedures. Significance Human adult marrow stromal stem cells have shown great potential in addressing unmet health care needs. Quality assurance is imperative to make advancements in large‐scale manufacturing procedures. MicroRNAs are master regulators of biological processes and potentially ideal quality markers. MicroRNA and mRNA profiling data of two human adult stem cell types were correlated to biological functions in silico. Doing this provided evidence that differentially expressed microRNAs are involved in regulating specific stem cell features. Furthermore, expression of a selected microRNA panel was maintained in next‐generation culturing platforms, demonstrating the robustness of microRNA profiling in stem cell comparability testing.
topic MicroRNA profiling
Multipotent adult progenitor cell
Mesenchymal stem cell
Bioreactor
Xenobiotic-free
Cell comparability testing
url https://doi.org/10.5966/sctm.2015-0154
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