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单细胞RNA测序识别出结直肠癌转移和巨噬细胞浸润的关键基因。

Single-Cell RNA-Seq Recognized Key Genes for Metastasis and Macrophage Infiltration in Colorectal Cancer.

作者信息

Shi Juan, Zheng Peiming, Ouyang Libo, Cui Facai

机构信息

Department of Clinical Laboratory, Henan Provincial People's Hospital, Zhengzhou, China.

出版信息

Hum Mutat. 2025 May 15;2025:9488531. doi: 10.1155/humu/9488531. eCollection 2025.

Abstract

Colorectal cancer (CRC) is one of the most common malignancies in the world. However, the main causes of metastasis and immune cell infiltration in CRC are still unclear. This experiment was conducted to identify the key genes of metastasis and macrophage infiltration in CRC according to single-cell sequencing (scRNA-seq) data. By analyzing the data of GSE261012 and GSE234804 in the Gene Expression Omnibus (GEO) database, the key node genes for the stages of tumorigenesis, epithelial-mesenchymal transition, and metastasis of CRC were found. These genes were modeled by lasso regression by The Cancer Genome Atlas (TCGA) database, and ZFAND2A was identified as a key gene for metastasis and macrophage infiltration in CRC. Finally, the specific function of ZFAND2A in cancer cell activity was explored in vitro by qRT-PCR, WB analysis, CCK-8, and transwell assay. The specific function of ZFAND2A in macrophage polarization was explored in vitro by qRT-PCR, ELISA, and flow cytometry. We identified crucial gene expression in the entire process of CRC tumor progression, including tumorigenesis, epithelial-mesenchymal transition, and metastasis. Ten thousand six hundred and thirty-seven genes were determined as genes associated with tumor progression and metastasis. Among them, six genes were identified to be related to CRC prognosis. The results of TCGA data indicated that ZFAND2A showed lower expression in tumors and was related to a good prognosis of CRC. Overexpression of ZFAND2A inhibits the proliferation and migration of CRC cells. Additionally, there was a correlation between ZFAND2A expression and macrophage infiltration. Increasing ZFAND2A promotes M1 polarization in macrophages. Our findings provide new potential biomarkers for the metastatic mechanisms and prognosis of CRC. In addition, ZFAND2A is expected to become a potential therapeutic target for CRC.

摘要

结直肠癌(CRC)是世界上最常见的恶性肿瘤之一。然而,CRC转移和免疫细胞浸润的主要原因仍不清楚。本实验旨在根据单细胞测序(scRNA-seq)数据鉴定CRC转移和巨噬细胞浸润的关键基因。通过分析基因表达综合数据库(GEO)中GSE261012和GSE234804的数据,发现了CRC肿瘤发生、上皮-间质转化和转移阶段的关键节点基因。这些基因通过癌症基因组图谱(TCGA)数据库进行套索回归建模,ZFAND2A被确定为CRC转移和巨噬细胞浸润的关键基因。最后,通过qRT-PCR、WB分析、CCK-8和Transwell实验在体外探索了ZFAND2A在癌细胞活性中的具体功能。通过qRT-PCR、ELISA和流式细胞术在体外探索了ZFAND2A在巨噬细胞极化中的具体功能。我们确定了CRC肿瘤进展全过程中的关键基因表达,包括肿瘤发生、上皮-间质转化和转移。16377个基因被确定为与肿瘤进展和转移相关的基因。其中,6个基因被确定与CRC预后相关。TCGA数据结果表明,ZFAND2A在肿瘤中表达较低,与CRC的良好预后相关。ZFAND2A的过表达抑制CRC细胞的增殖和迁移。此外,ZFAND2A表达与巨噬细胞浸润之间存在相关性。增加ZFAND2A可促进巨噬细胞向M1极化。我们的研究结果为CRC的转移机制和预后提供了新的潜在生物标志物。此外,ZFAND2A有望成为CRC的潜在治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2489/12097859/17f5d20e85d7/HUMU2025-9488531.001.jpg

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