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Accumulating evidence suggested that involvement of the cingulate cortex is significant for cognitive impairment of Parkinson's disease (PD). However, mechanistic studies of the cingulate cortex in PD pathogenesis are limited. Here, transcriptomic and regulatory network analyses were conducted for the cingulate cortex in PD. Enrichment and clustering analyses showed that genes involved in regulation of membrane potential and glutamate receptor signalling pathway were upregulated. Importantly, myelin genes and the oligodendrocyte development pathways were markedly downregulated, indicating disrupted myelination in PD cingulate cortex. Cell\u2010type\u2010specific signatures revealed that myelinating oligodendrocytes were the major cell type damaged in the PD cingulate cortex. Furthermore, downregulation of myelination pathways in the cingulate cortex were shared and validated in another independent RNAseq cohort of dementia with Lewy bodies (DLB). In combination with ATACseq data, gene regulatory networks (GRNs) were further constructed for 32 transcription factors (TFs) and 466 target genes among differentially expressed genes (DEGs) using a tree\u2010based machine learning algorithm. Several transcription factors, including Olig2, Sox8, Sox10, E2F1, and NKX6\u20102, were highlighted as key nodes in a sub\u2010network, which control many overlapping downstream targets associated with myelin formation and gliogenesis. In addition, the authors have validated a subset of DEGs by qPCRs in two PD mouse models. Notably, seven of these genes,TOX3, NECAB2 NOS1, CAPN3, NR4A2, E2F1 and FOXP2, have been implicated previously in PD or neurodegeneration and are worthy of further studies as novel candidate genes. Together, our findings provide new insights into the role of remyelination as a promising new approach to treat PD after demyelination.<\/jats:p>","DOI":"10.1049\/syb2.12043","type":"journal-article","created":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T10:25:09Z","timestamp":1649413509000},"page":"98-119","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":25,"title":["Disrupted myelination network in the cingulate cortex of Parkinson's disease"],"prefix":"10.1049","volume":"16","author":[{"given":"Song","family":"Xie","sequence":"first","affiliation":[{"name":"Institute of Genomic Medicine Wenzhou Medical University  Wenzhou Zhejiang Province China"},{"name":"School of Laboratory Medicine and Life Science Wenzhou Medical University  Wenzhou Zhejiang Province China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiajun","family":"Yang","sequence":"additional","affiliation":[{"name":"Institute of Genomic 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