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Single-cell transcriptomics of human iPSC differentiation dynamics reveal a core molecular network of Parkinson’s disease
Parkinson’s disease (PD) is the second-most prevalent neurodegenerative disorder, characterized by the loss of dopaminergic neurons (mDA) in the midbrain. The underlying mechanisms are only partly understood and there is no treatment to reverse PD progression. Here, we investigated the disease mecha...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8758783/ https://www.ncbi.nlm.nih.gov/pubmed/35027645 http://dx.doi.org/10.1038/s42003-021-02973-7 |
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author | Novak, Gabriela Kyriakis, Dimitrios Grzyb, Kamil Bernini, Michela Rodius, Sophie Dittmar, Gunnar Finkbeiner, Steven Skupin, Alexander |
author_facet | Novak, Gabriela Kyriakis, Dimitrios Grzyb, Kamil Bernini, Michela Rodius, Sophie Dittmar, Gunnar Finkbeiner, Steven Skupin, Alexander |
author_sort | Novak, Gabriela |
collection | PubMed |
description | Parkinson’s disease (PD) is the second-most prevalent neurodegenerative disorder, characterized by the loss of dopaminergic neurons (mDA) in the midbrain. The underlying mechanisms are only partly understood and there is no treatment to reverse PD progression. Here, we investigated the disease mechanism using mDA neurons differentiated from human induced pluripotent stem cells (hiPSCs) carrying the ILE368ASN mutation within the PINK1 gene, which is strongly associated with PD. Single-cell RNA sequencing (RNAseq) and gene expression analysis of a PINK1-ILE368ASN and a control cell line identified genes differentially expressed during mDA neuron differentiation. Network analysis revealed that these genes form a core network, members of which interact with all known 19 protein-coding Parkinson’s disease-associated genes. This core network encompasses key PD-associated pathways, including ubiquitination, mitochondrial function, protein processing, RNA metabolism, and vesicular transport. Proteomics analysis showed a consistent alteration in proteins of dopamine metabolism, indicating a defect of dopaminergic metabolism in PINK1-ILE368ASN neurons. Our findings suggest the existence of a network onto which pathways associated with PD pathology converge, and offers an inclusive interpretation of the phenotypic heterogeneity of PD. |
format | Online Article Text |
id | pubmed-8758783 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-87587832022-01-20 Single-cell transcriptomics of human iPSC differentiation dynamics reveal a core molecular network of Parkinson’s disease Novak, Gabriela Kyriakis, Dimitrios Grzyb, Kamil Bernini, Michela Rodius, Sophie Dittmar, Gunnar Finkbeiner, Steven Skupin, Alexander Commun Biol Article Parkinson’s disease (PD) is the second-most prevalent neurodegenerative disorder, characterized by the loss of dopaminergic neurons (mDA) in the midbrain. The underlying mechanisms are only partly understood and there is no treatment to reverse PD progression. Here, we investigated the disease mechanism using mDA neurons differentiated from human induced pluripotent stem cells (hiPSCs) carrying the ILE368ASN mutation within the PINK1 gene, which is strongly associated with PD. Single-cell RNA sequencing (RNAseq) and gene expression analysis of a PINK1-ILE368ASN and a control cell line identified genes differentially expressed during mDA neuron differentiation. Network analysis revealed that these genes form a core network, members of which interact with all known 19 protein-coding Parkinson’s disease-associated genes. This core network encompasses key PD-associated pathways, including ubiquitination, mitochondrial function, protein processing, RNA metabolism, and vesicular transport. Proteomics analysis showed a consistent alteration in proteins of dopamine metabolism, indicating a defect of dopaminergic metabolism in PINK1-ILE368ASN neurons. Our findings suggest the existence of a network onto which pathways associated with PD pathology converge, and offers an inclusive interpretation of the phenotypic heterogeneity of PD. Nature Publishing Group UK 2022-01-13 /pmc/articles/PMC8758783/ /pubmed/35027645 http://dx.doi.org/10.1038/s42003-021-02973-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Novak, Gabriela Kyriakis, Dimitrios Grzyb, Kamil Bernini, Michela Rodius, Sophie Dittmar, Gunnar Finkbeiner, Steven Skupin, Alexander Single-cell transcriptomics of human iPSC differentiation dynamics reveal a core molecular network of Parkinson’s disease |
title | Single-cell transcriptomics of human iPSC differentiation dynamics reveal a core molecular network of Parkinson’s disease |
title_full | Single-cell transcriptomics of human iPSC differentiation dynamics reveal a core molecular network of Parkinson’s disease |
title_fullStr | Single-cell transcriptomics of human iPSC differentiation dynamics reveal a core molecular network of Parkinson’s disease |
title_full_unstemmed | Single-cell transcriptomics of human iPSC differentiation dynamics reveal a core molecular network of Parkinson’s disease |
title_short | Single-cell transcriptomics of human iPSC differentiation dynamics reveal a core molecular network of Parkinson’s disease |
title_sort | single-cell transcriptomics of human ipsc differentiation dynamics reveal a core molecular network of parkinson’s disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8758783/ https://www.ncbi.nlm.nih.gov/pubmed/35027645 http://dx.doi.org/10.1038/s42003-021-02973-7 |
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