Systematic assessment of variability in the proteome of iPSC derivatives.


Journal

Stem cell research
ISSN: 1876-7753
Titre abrégé: Stem Cell Res
Pays: England
ID NLM: 101316957

Informations de publication

Date de publication:
10 2021
Historique:
received: 23 12 2020
revised: 19 06 2021
accepted: 16 08 2021
pubmed: 30 8 2021
medline: 26 11 2021
entrez: 29 8 2021
Statut: ppublish

Résumé

The use of induced pluripotent stem cells (iPSC) to model human complex diseases is gaining popularity as it allows investigation of human cells that are otherwise sparsely available. However, due to its laborious and cost intensive nature, iPSC research is often plagued by limited sample size and putative large variability between clones, decreasing statistical power for detecting experimental effects. Here, we investigate the source and magnitude of variability in the proteome of parallel differentiated astrocytes using mass spectrometry. We compare three possible sources of variability: inter-donor variability, inter- and intra-clonal variability, at different stages of maturation. We show that the interclonal variability is significantly smaller than the inter-donor variability, and that including more donors has a much larger influence on statistical power than adding more clones per donor. Our results provide insight into the sources of variability at protein level between iPSC samples derived in parallel and will aid in optimizing iPSC studies.

Identifiants

pubmed: 34455241
pii: S1873-5061(21)00359-7
doi: 10.1016/j.scr.2021.102512
pii:
doi:

Substances chimiques

Proteome 0

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

102512

Informations de copyright

Copyright © 2021 The Author(s). Published by Elsevier B.V. All rights reserved.

Auteurs

Stephanie D Beekhuis-Hoekstra (SD)

Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, The Netherlands.

Kyoko Watanabe (K)

Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, The Netherlands.

Josefin Werme (J)

Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, The Netherlands.

Christiaan A de Leeuw (CA)

Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, The Netherlands.

Iryna Paliukhovich (I)

Department of Molecular and Cellular Neurobiology, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, The Netherlands.

Ka Wan Li (KW)

Department of Molecular and Cellular Neurobiology, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, The Netherlands.

Frank Koopmans (F)

Department of Molecular and Cellular Neurobiology, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, The Netherlands.

August B Smit (AB)

Department of Molecular and Cellular Neurobiology, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, The Netherlands.

Danielle Posthuma (D)

Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, The Netherlands; Department of Child and Youth Psychiatry, Emma Children's Hospital, Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, The Netherlands. Electronic address: d.posthuma@vu.nl.

Vivi M Heine (VM)

Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University Amsterdam, Amsterdam, The Netherlands; Department of Child and Youth Psychiatry, Emma Children's Hospital, Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, The Netherlands. Electronic address: vm.heine@amsterdamumc.nl.

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