Identification of RAC1 in promoting brain metastasis of lung adenocarcinoma using single-cell transcriptome sequencing.
Mingyu ChenHanyue LiXiaolin XuXunxia BaoLei XueXinghao AiJian XuMing XuYong ShiTiming ZhenJie LiYi YangYang JiZhiliang FuKaichen XingTao QingQiubo WangPing ZhongSibo ZhuPublished in: Cell death & disease (2023)
This study aims to give a new perspective to the biomarkers in the lung adenocarcinoma (LUAD) brain metastasis, pathways involved and potential therapeutics. We performed a comprehensive single-cell level transcriptomic analysis on one LUAD patient with circulating tumor cells (CTCs), primary tumor tissue and metastatic tumor tissue using scRNA-seq approach to identify metastasis related biomarkers. Further scRNA-seq were performed on 7 patients to validate the cancer metastatic hallmark. with single cells collected from either metastatic or primary LUAD tissues. Pathological and functional studies were also performed to evidence the critical role of RAC1 in the LUAD metastasis. Hallmark gene was verified based on immunohistochemistry staining, cytological experiment, survival information from The Cancer Genome Atlas (TCGA), and staining results from Human Protein Atlas (HPA) databases. PCA analysis revealed that CTCs were in the intermediate place between the metastatic group and primary group. In the unsupervised clustering analysis CTCs were closer to one of the metastatic tumor cells, implying heterogeneity of the metastatic tumor and origin of the CTCs were from metastatic site. Transitional phase related gene analysis identified RAC1 was enriched in metastatic tumor tissue (MTT) preferred gene set functioning as regulated cell death and apoptosis as well as promoted macromolecule organization. Compared with normal tissue, expression levels of RAC1 increased significantly in LUAD tissue based on HPA database. High expression of RAC1 predicts worse prognosis and higher-risk. EMT analysis identified the propensity of mesenchymal state in primary cells while epithelial signals were higher in the metastatic site. Functional clustering and pathway analyses suggested genes in RAC1 highly expressed cells played critical roles in adhesion, ECM and VEGF signaling pathways. Inhibition of RAC1 attenuates the proliferation, invasiveness and migration ability of lung cancer cells. Besides, through MRI T2WI results, we proved that RAC1 can promote brain metastasis in the RAC1-overexpressed H1975 cell burden nude mouse model. RAC1 and its mechanisms might promote drug design against LUAD brain metastasis.
Keyphrases
- single cell
- circulating tumor cells
- rna seq
- small cell lung cancer
- squamous cell carcinoma
- cell cycle arrest
- genome wide
- cell death
- cell migration
- induced apoptosis
- high throughput
- gene expression
- mouse model
- machine learning
- poor prognosis
- oxidative stress
- cystic fibrosis
- endoplasmic reticulum stress
- papillary thyroid
- stem cells
- end stage renal disease
- signaling pathway
- magnetic resonance imaging
- bone marrow
- small molecule
- cell therapy
- copy number
- endothelial cells
- cerebral ischemia
- climate change
- resting state
- social media
- newly diagnosed
- chronic kidney disease
- subarachnoid hemorrhage
- ejection fraction
- vascular endothelial growth factor
- big data
- multiple sclerosis
- pi k akt
- adverse drug
- protein protein