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Batch Effects during Human Bone Marrow Stromal Cell Propagation Prevail Donor Variation and Culture Duration: Impact on Genotype, Phenotype and Function

Donor variation is a prominent critical issue limiting the applicability of cell-based therapies. We hypothesized that batch effects during propagation of bone marrow stromal cells (BMSCs) in human platelet lysate (hPL), replacing fetal bovine serum (FBS), can affect phenotypic and functional variab...

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Autores principales: Brachtl, Gabriele, Poupardin, Rodolphe, Hochmann, Sarah, Raninger, Anna, Jürchott, Karsten, Streitz, Mathias, Schlickeiser, Stephan, Oeller, Michaela, Wolf, Martin, Schallmoser, Katharina, Volk, Hans-Dieter, Geissler, Sven, Strunk, Dirk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8946746/
https://www.ncbi.nlm.nih.gov/pubmed/35326396
http://dx.doi.org/10.3390/cells11060946
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author Brachtl, Gabriele
Poupardin, Rodolphe
Hochmann, Sarah
Raninger, Anna
Jürchott, Karsten
Streitz, Mathias
Schlickeiser, Stephan
Oeller, Michaela
Wolf, Martin
Schallmoser, Katharina
Volk, Hans-Dieter
Geissler, Sven
Strunk, Dirk
author_facet Brachtl, Gabriele
Poupardin, Rodolphe
Hochmann, Sarah
Raninger, Anna
Jürchott, Karsten
Streitz, Mathias
Schlickeiser, Stephan
Oeller, Michaela
Wolf, Martin
Schallmoser, Katharina
Volk, Hans-Dieter
Geissler, Sven
Strunk, Dirk
author_sort Brachtl, Gabriele
collection PubMed
description Donor variation is a prominent critical issue limiting the applicability of cell-based therapies. We hypothesized that batch effects during propagation of bone marrow stromal cells (BMSCs) in human platelet lysate (hPL), replacing fetal bovine serum (FBS), can affect phenotypic and functional variability. We therefore investigated the impact of donor variation, hPL- vs. FBS-driven propagation and exhaustive proliferation, on BMSC epigenome, transcriptome, phenotype, coagulation risk and osteochondral regenerative function. Notably, propagation in hPL significantly increased BMSC proliferation, created significantly different gene expression trajectories and distinct surface marker signatures, already after just one passage. We confirmed significantly declining proliferative potential in FBS-expanded BMSC after proliferative challenge. Flow cytometry verified the canonical fibroblastic phenotype in culture-expanded BMSCs. We observed limited effects on DNA methylation, preferentially in FBS-driven cultures, irrespective of culture duration. The clotting risk increased over culture time. Moreover, expansion in xenogenic serum resulted in significant loss of function during 3D cartilage disk formation and significantly increased clotting risk. Superior chondrogenic function under hPL-conditions was maintained over culture. The platelet blood group and isoagglutinins had minor impact on BMSC function. These data demonstrate pronounced batch effects on BMSC transcriptome, phenotype and function due to serum factors, partly outcompeting donor variation after just one culture passage.
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spelling pubmed-89467462022-03-25 Batch Effects during Human Bone Marrow Stromal Cell Propagation Prevail Donor Variation and Culture Duration: Impact on Genotype, Phenotype and Function Brachtl, Gabriele Poupardin, Rodolphe Hochmann, Sarah Raninger, Anna Jürchott, Karsten Streitz, Mathias Schlickeiser, Stephan Oeller, Michaela Wolf, Martin Schallmoser, Katharina Volk, Hans-Dieter Geissler, Sven Strunk, Dirk Cells Article Donor variation is a prominent critical issue limiting the applicability of cell-based therapies. We hypothesized that batch effects during propagation of bone marrow stromal cells (BMSCs) in human platelet lysate (hPL), replacing fetal bovine serum (FBS), can affect phenotypic and functional variability. We therefore investigated the impact of donor variation, hPL- vs. FBS-driven propagation and exhaustive proliferation, on BMSC epigenome, transcriptome, phenotype, coagulation risk and osteochondral regenerative function. Notably, propagation in hPL significantly increased BMSC proliferation, created significantly different gene expression trajectories and distinct surface marker signatures, already after just one passage. We confirmed significantly declining proliferative potential in FBS-expanded BMSC after proliferative challenge. Flow cytometry verified the canonical fibroblastic phenotype in culture-expanded BMSCs. We observed limited effects on DNA methylation, preferentially in FBS-driven cultures, irrespective of culture duration. The clotting risk increased over culture time. Moreover, expansion in xenogenic serum resulted in significant loss of function during 3D cartilage disk formation and significantly increased clotting risk. Superior chondrogenic function under hPL-conditions was maintained over culture. The platelet blood group and isoagglutinins had minor impact on BMSC function. These data demonstrate pronounced batch effects on BMSC transcriptome, phenotype and function due to serum factors, partly outcompeting donor variation after just one culture passage. MDPI 2022-03-10 /pmc/articles/PMC8946746/ /pubmed/35326396 http://dx.doi.org/10.3390/cells11060946 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Brachtl, Gabriele
Poupardin, Rodolphe
Hochmann, Sarah
Raninger, Anna
Jürchott, Karsten
Streitz, Mathias
Schlickeiser, Stephan
Oeller, Michaela
Wolf, Martin
Schallmoser, Katharina
Volk, Hans-Dieter
Geissler, Sven
Strunk, Dirk
Batch Effects during Human Bone Marrow Stromal Cell Propagation Prevail Donor Variation and Culture Duration: Impact on Genotype, Phenotype and Function
title Batch Effects during Human Bone Marrow Stromal Cell Propagation Prevail Donor Variation and Culture Duration: Impact on Genotype, Phenotype and Function
title_full Batch Effects during Human Bone Marrow Stromal Cell Propagation Prevail Donor Variation and Culture Duration: Impact on Genotype, Phenotype and Function
title_fullStr Batch Effects during Human Bone Marrow Stromal Cell Propagation Prevail Donor Variation and Culture Duration: Impact on Genotype, Phenotype and Function
title_full_unstemmed Batch Effects during Human Bone Marrow Stromal Cell Propagation Prevail Donor Variation and Culture Duration: Impact on Genotype, Phenotype and Function
title_short Batch Effects during Human Bone Marrow Stromal Cell Propagation Prevail Donor Variation and Culture Duration: Impact on Genotype, Phenotype and Function
title_sort batch effects during human bone marrow stromal cell propagation prevail donor variation and culture duration: impact on genotype, phenotype and function
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8946746/
https://www.ncbi.nlm.nih.gov/pubmed/35326396
http://dx.doi.org/10.3390/cells11060946
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