Integrative analysis of bulk and single-cell RNA sequencing reveals the gene expression profile and the critical signaling pathways of type II CPAM
| Title: | Integrative analysis of bulk and single-cell RNA sequencing reveals the gene expression profile and the critical signaling pathways of type II CPAM |
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| Authors: | Fengxia Li, Zheng Tan, Hongyu Chen, Yue Gao, Jie Xia, Ting Huang, Liang Liang, Jian Zhang, Xianghong Zhang, Xucong Shi, Qiang Chen, Qiang Shu, Lan Yu |
| Source: | Cell & Bioscience, Vol 14, Iss 1, Pp 1-17 (2024) |
| Publisher Information: | BMC, 2024. |
| Publication Year: | 2024 |
| Collection: | LCC:Biotechnology LCC:Biology (General) LCC:Biochemistry |
| Subject Terms: | Congenital pulmonary airway malformation, Bulk RNA sequencing, Single-cell RNA sequencing, Cell communication, Biotechnology, TP248.13-248.65, Biology (General), QH301-705.5, Biochemistry, QD415-436 |
| More Details: | Abstract Backgroud Type II congenital pulmonary airway malformation (CPAM) is a rare pulmonary microcystic developmental malformation. Surgical excision is the primary treatment for CPAM, although maternal steroids and betamethasone have proven effective in reducing microcystic CPAM. Disturbed intercellular communication may contribute to the development of CPAM. This study aims to investigate the expression profile and analyze intercellular communication networks to identify genes potentially associated with type II CPAM pathogenesis and therapeutic targets. Methods RNA sequencing (RNA-seq) was performed on samples extracted from both the cystic area and the adjacent normal tissue post-surgery in CPAM patients. Iterative weighted gene correlation network analysis (iWGCNA) was used to identify genes specifically expressed in type II CPAM. Single-cell RNA-seq (scRNA-seq) was integrated to unveil the heterogeneity in cell populations and analyze the communication and interaction within epithelial cell sub-populations. Results A total of 2,618 differentially expressed genes were identified, primarily enriched in cilium-related biological process and inflammatory response process. Key genes such as EDN1, GPR17, FPR2, and CHRM1, involved in the G protein-coupled receptor (GPCR) signaling pathway and playing roles in cell differentiation, apoptosis, calcium homeostasis, and the immune response, were highlighted based on the protein-protein interaction network. Type II CPAM-associated modules, including ciliary function-related genes, were identified using iWGCNA. By integrating scRNA-seq data, AGR3 (related to calcium homeostasis) and SLC11A1 (immune related) were identified as the only two differently expressed genes in epithelial cells of CPAM. Cell communication analysis revealed that alveolar type 1 (AT1) and alveolar type 2 (AT2) cells were the predominant communication cells for outgoing and incoming signals in epithelial cells. The ligands and receptors between epithelial cell subtypes included COLLAGEN genes enriched in PI3K-AKT singaling and involved in epithelial to mesenchymal transition. Conclusions In summary, by integrating bulk RNA-seq data of type II CPAM with scRNA-seq data, the gene expression profile and critical signaling pathways such as GPCR signaling and PI3K-AKT signaling pathways were revealed. Abnormally expressed genes in these pathways may disrupt epithelial-mesenchymal transition and contribute to the development of CPAM. Given the effectiveness of prenatal treatments of microcystic CPAM using maternal steroids and maternal betamethasone administration, targeting the genes and signaling pathways involved in the development of CPAM presents a promising therapeutic strategy. |
| Document Type: | article |
| File Description: | electronic resource |
| Language: | English |
| ISSN: | 2045-3701 |
| Relation: | https://doaj.org/toc/2045-3701 |
| DOI: | 10.1186/s13578-024-01276-8 |
| Access URL: | https://doaj.org/article/dbe5a437684648778d24d1f0b3c73019 |
| Accession Number: | edsdoj.be5a437684648778d24d1f0b3c73019 |
| Database: | Directory of Open Access Journals |
| ISSN: | 20453701 |
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| DOI: | 10.1186/s13578-024-01276-8 |
| Published in: | Cell & Bioscience |
| Language: | English |