Tengfei Long , Xuqing Li , Youwei Zhou , Chengcheng Zhu , Minmin Zhang , Min Li , Zhaolian Wei
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引用次数: 0
Abstract
Background
Ovarian cancer (OC) poses a significant public health challenge due to its dismal prognosis and low survival rates. However, the mechanism of OC development remains unclear.
Methods
Transcriptomic data from the Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression (GTEx) databases underwent analysis to identify hub programmed cell death (PCD) genes in OC samples compared to normal controls, utilizing weighted gene co-expression network analysis (WGCNA) and Machine learning models. Then, conduct pan-cancer analysis and nomogram on the hub gene Suppressor Of Glucose, Autophagy Associated 1 (SOGA1). The expression levels of the SOGA1 gene were assessed in clinical samples through Reverse Transcription-Quantitative Real-time Polymerase Chain Reaction (RT-qPCR) experiments. Subsequently, Western Blot (WB), Cell Counting Kit-8 (CCK8), Terminal Deoxynucleotidyl Transferase-Mediated dUTP Nick End Labeling (Tunel) wound healing tests, transwell, RNA sequencing, and subcutaneous tumorigenesis in C57BL/6 mice were conducted to investigate the correlation between SOGA1 and OC cell proliferation, invasion, migration, and other functions, as well as the underlying mechanisms.
Results
Through integrated bioinformatics analyses, SOGA1 emerged as a hub gene of PCD in OC. Overexpression of SOGA1 correlated with poor prognosis across multiple cancers, including OC, and served as an independent prognostic factor. The developed nomogram, incorporating SOGA1 expression, accurately predicted overall survival (OS) in OC patients. SOGA1 was significantly upregulated in OC tissues, and high expression of SOGA1 was significantly correlated with lymph node metastasis. Both in vitro and in vivo, modulation of SOGA1 expression led to changes in OC cell proliferation, and SOGA1 promoted OC cell invasion, migration and inhibit apoptosis and inhibit apopapoptosis in vitro. Mechanistically, we found that SOGA1 regulates the Guanine Nucleotide-Binding Protein G (I) Subunit Alpha-1 (GNAI1) protein and facilitates TNF-alpha / NFκB signaling.
Conclusion
This study has confirmed that SOGA1 can regulate the progression of the disease by influencing the TNF signaling pathway according to regulate GNAI1 expression.
期刊介绍:
Gene publishes papers that focus on the regulation, expression, function and evolution of genes in all biological contexts, including all prokaryotic and eukaryotic organisms, as well as viruses.