Identification of prognostic and metastasis-related alternative splicing signatures in hepatocellular carcinoma

被引:17
作者
Huang, Runzhi [1 ,2 ,3 ]
Yan, Gaili [1 ]
Sun, Hanlin [1 ]
Zhang, Jie [3 ]
Song, Dianwen [4 ]
Kong, Rui [5 ]
Yan, Penghui [1 ]
Hu, Peng [1 ]
Xie, Aiqing [6 ]
Wang, Siqiao [3 ]
Zhuang, Juanwei [1 ]
Yin, Huabin [4 ]
Meng, Tong [2 ,4 ]
Huang, Zongqiang [1 ]
机构
[1] Zhengzhou Univ, Affiliated Hosp 1, Dept Orthoped, 1 East Jianshe Rd, Zhengzhou, Peoples R China
[2] Tongji Univ, Tongji Hosp, Dept Orthoped, Div Spine,Sch Med, 389 Xincun Rd, Shanghai, Peoples R China
[3] Tongji Univ, Sch Med, 1239 Siping Rd, Shanghai 200092, Peoples R China
[4] Shanghai Jiao Tong Univ, Shanghai Gen Hosp, Sch Med, Dept Orthoped, 100 Haining Rd, Shanghai, Peoples R China
[5] Tongji Univ, Shanghai Peoples Hosp 10, Sch Med, Dept Gastroenterol, Shanghai 200072, Peoples R China
[6] Tongji Univ, Sch Ocean & Earth Sci, 1239 Siping Rd, Shanghai 200092, Peoples R China
基金
中国国家自然科学基金;
关键词
BOX-BINDING-PROTEIN; REGULATES EXPRESSION; LIVER-DISEASE; GENE; YB-1; FAMILY; TRANSCRIPTION; LOCALIZATION; TRANSPORTERS; PROGRESSION;
D O I
10.1042/BSR20201001
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
As the most common neoplasm in digestive system, hepatocellular carcinoma (HCC) is one of the most important leading cause of cancer deaths worldwide. Its high-frequency metas-tasis and relapse rate lead to the poor survival of HCC patients. However, the mechanism of HCC metastasis is still unclear. Alternative splicing events (ASEs) have a great effect in cancer development, progression and metastasis. We downloaded RNA sequencing and seven types of ASEs data of HCC samples, in order to explore the mechanism of ASEs un-derlying tumorigenesis and metastasis of HCC. The data were taken from the The Cancer Genome Atlas (TCGA) and TCGASpliceSeq databases. Univariate Cox regression analysis was used to determine a total of 3197 overall survival-related ASEs (OS-SEs). And based on five OS-SEs screened by Lasso regression, we constructed a prediction model with the Area Under Curve of 0.765. With a good reliability of the model, the risk score was also proved to be an independent predictor. Among identified 390 candidate SFs, Y-box protein 3 (YBX3) was significantly correlated with OS and metastasis. Among 177 ASEs, ATP-binding cas-sette subfamily A member 6 (ABCA6)-43162-AT and PLIN5-46808-AT were identified both associated with OS, bone metastasis and co-expressed with SFs. Then we identified pri-mary bile acid biosynthesis as survival-related (KEGG) pathway by Gene Set Variation Anal-ysis (GSVA) and univariate regression analysis, which was correlated with ABCA6-43162-AT and PLIN5-46808-AT. Finally, we proposed that ABCA6-43162-AT and PLIN5-46808-AT may contribute to HCC poor prognosis and metastasis under the regulation of aberrant YBX3 through the pathway of primary bile acid biosynthesis.
引用
收藏
页数:14
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