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Comprehensive transcriptome and scRNA‐seq analyses uncover the expression and underlying mechanism of SYNJ2 in papillary thyroid carcinoma

Authors :
Yuan‐Ping Yang
Zhi‐Guang Huang
Jia‐Yuan Luo
Juan He
Lin Shi
Gang Chen
Si‐Yuan Chen
Yu‐Wen Deng
Yi‐Jia Yang
Yi‐Jun Tang
Yu‐Yan Pang
Source :
IET Systems Biology, Vol 18, Iss 5, Pp 183-198 (2024)
Publication Year :
2024
Publisher :
Wiley, 2024.

Abstract

Abstract Synaptojanin 2 (SYNJ2) has crucial role in various tumors, but its role in papillary thyroid carcinoma (PTC) remains unexplored. This study first detected SYNJ2 protein expression in PTC using immunohistochemistry method and further assessed SYNJ2 mRNA expression through mRNA chip and RNA sequencing data and its association with clinical characteristics. Additionally, KEGG, GSVA, and GSEA analyses were conducted to investigate potential biological functions, while single‐cell RNA sequencing data were used to explore SYNJ2's underlying mechanisms in PTC. Meanwhile, immune infiltration status in different SYNJ2 expression groups were analyzed. Besides, we investigated the immune checkpoint gene expression and implemented drug sensitivity analysis. Results indicated that SYNJ2 is highly expressed in PTC (SMD = 0.66 [95% CI: 0.17–1.15]) and could distinguish between PTC and non‐PTC tissues (AUC = 0.74 [0.70–0.78]). Furthermore, the study identified 134 intersecting genes of DEGs and CEGs, mainly enriched in the angiogenesis and epithelial‐mesenchymal transition (EMT) pathways. Subsequent analysis showed the above pathways were activated in PTC epithelial cells. PTC patients with high SYNJ2 expression showed higher sensitivity to the six common drugs. Summarily, SYNJ2 may promote PTC progression through angiogenesis and EMT pathways. High SYNJ2 expression is associated with better response to immunotherapy and chemotherapy.

Details

Language :
English
ISSN :
17518857 and 17518849
Volume :
18
Issue :
5
Database :
Directory of Open Access Journals
Journal :
IET Systems Biology
Publication Type :
Academic Journal
Accession number :
edsdoj.8ff252af1f3e40c39bfc48dacd0ab758
Document Type :
article
Full Text :
https://doi.org/10.1049/syb2.12099