AUTHOR=Zhanghuang Chenghao , Chen Shuo , Li Li , Yang Zhen , Xie Yucheng , Li Jiwei , Tang Haoyu , He Xiaoli , Dong Liuyi , Yan Bing TITLE=Clinical and Molecular Differentiation Between Malignant Rhabdoid Tumor of the Kidney and Normal Tissue: A Two-Case Report JOURNAL=Frontiers in Oncology VOLUME=Volume 11 - 2021 YEAR=2021 URL=https://www.frontiersin.org/journals/oncology/articles/10.3389/fonc.2021.659709 DOI=10.3389/fonc.2021.659709 ISSN=2234-943X ABSTRACT=Background: Malignant rhabdoid tumor of the kidney (MRTK) is a rare type of tumor that lacks typical clinical manifestations. Herein, we presented clinical data of 2 children with MRTK. In addition, we used a high-throughput RNA-sequencing (RNA-seq), GEO analysis, and KEGG signaling pathway analysis to analyze gene expression differences at the transcripts level between 2 patients with MRTK and 3 patients with non-tumor diseases without other symptoms Case report: Preoperative B ultrasound and CT examination in 2 cases suggested that nephroblastoma . Treated with radical nephrectomy after general anesthesia. After operation,MRTK diagnosis by pathological examination. Regular chemotherapy 7 courses(Child 1) and 12 courses(Child 2),followed up for 2 years(Child 1) and 3 years and 1 month(Child 2), without symptoms. RNA-seq results showed 2203 differential genes (DEGs) in the kidney tissue of children with MRTK compared to normal tissue (p <0.01). GO analysis suggested that most DEGs participate in protein binding. KEGG results showed that the DEGs were mainly involved in the PI3K-Akt signaling pathway and microRNA-related proteins. Conclusion: The PI3K-Akt signaling pathway and microRNA-related proteins as targets have extremely high potential value for the diagnosis and treatment of MRTK.