TY - JOUR
T1 - Single-cell transcriptomics of human iPSC differentiation dynamics reveal a core molecular network of Parkinson’s disease
AU - Novak, Gabriela
AU - Kyriakis, Dimitrios
AU - Grzyb, Kamil
AU - Bernini, Michela
AU - Rodius, Sophie
AU - Dittmar, Gunnar
AU - Finkbeiner, Steven
AU - Skupin, Alexander
N1 - Funding Information:
We thank Dr. Rudi Balling for stimulating discussions. We would like to acknowledge the excellent support by the LCSB Bio-Imaging Facility through Aymeric d’Hérouël, his advice was essential for the analytical part of this manuscript, as well as for the imaging sections, and the outstanding service by the LCSB-Sequencing Platform through Rashi Halder. We thank Francoise Chanut for her very thorough and effective feedback. D.K. and M.B. were financially supported by the PRIDE program of the Luxembourg National Research Fund through PRIDE17/12244779/PARK-QC and PRIDE/10907093/CRITICS, respectively. This work was also made possible in part by the support of S.F. from the Michael J Fox Foundation through Head Start Program and Parkin Consortium grants and from the National Institutes on Aging (RF1 AG058476 and P01 AG54407).
Publisher Copyright:
© 2022, The Author(s).
PY - 2022/1/13
Y1 - 2022/1/13
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85123171596&partnerID=8YFLogxK
UR - https://pubmed.ncbi.nlm.nih.gov/35027645
U2 - 10.1038/s42003-021-02973-7
DO - 10.1038/s42003-021-02973-7
M3 - Article
C2 - 35027645
AN - SCOPUS:85123171596
SN - 2399-3642
VL - 5
SP - 49
JO - Communications Biology
JF - Communications Biology
IS - 1
M1 - 49
ER -