DNA damage repair-related gene signature for identifying the immune status and predicting the prognosis of hepatocellular carcinoma

被引:2
|
作者
Lu, Yongpan [1 ,2 ]
Wang, Sen [3 ,4 ]
Chi, Tingting [5 ]
Zhao, Yuli [3 ,4 ]
Guo, Huimin [6 ,7 ]
Wang, Haizheng [3 ,4 ]
Feng, Li [3 ,4 ]
机构
[1] Shandong Univ Tradit Chinese Med, Affiliated Hosp 1, Shandong Med Univ 1, Jingshi Rd, Jinan 250014, Shandong, Peoples R China
[2] Shandong Prov Qian Foshan Hosp, Jingshi Rd, Jinan 250014, Shandong, Peoples R China
[3] Shandong First Med Univ, Dept Med Ultrasound, Shandong Med & Hlth Key Lab Abdominal Med Imaging, 16766 Jingshi Rd, Jinan 250014, Shandong, Peoples R China
[4] Shandong First Med Univ, Shandong Prov Qian Foshan Hosp, 16766 Jingshi Rd, Jinan 250014, Shandong, Peoples R China
[5] Qingdao Univ, West Hosp Area, Affiliated Qingdao Hai Ci Hosp, Dept Acupuncture & Rehabil, Qingdao 266000, Shandong, Peoples R China
[6] Shandong First Med Univ, Dept Med Ultrasound, Shandong Med & Hlth Key Lab Abdominal Med Imaging, Affiliated Hosp 1, 16766 Jingshi Rd, Jinan 250014, Shandong, Peoples R China
[7] Shandong Prov Qian Foshan Hosp, Jining Med Coll, 16766 Jingshi Rd, Jinan 250014, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
LIVER-REGENERATION; SURVIVAL; CELLS; PATHWAYS;
D O I
10.1038/s41598-023-45999-z
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The heterogeneity of hepatocellular carcinoma (HCC) poses a challenge for accurate prognosis prediction. DNA damage repair genes (DDRGs) have an impact on a wide range of malignancies. However, the relevance of these genes in HCC prognosis has received little attention. In this study, we aimed to develop a prognostic signature to identify novel therapy options for HCC. We acquired mRNA expression profiles and clinical data for HCC patients from The Cancer Genome Atlas (TCGA) database. A polygenic prognostic model for HCC was constructed using selection operator Cox analysis and least absolute shrinkage. The model was validated using International Cancer Genome Consortium (ICGC) data. Overall survival (OS) between the high-risk and low-risk groups was compared using KaplanMeier analysis. Independent predictors of OS were identified through both univariate and multivariate Cox analyses. To determine immune cell infiltration scores and activity in immune-related pathways, a single-sample gene set enrichment analysis was performed. The protein and mRNA expression levels of the prognostic genes between HCC and normal liver tissues were also examined by immunohistochemistry (IHC), immunofluorescence (IF) and quantitative real-time PCR (qRT-PCR). A novel ten-gene signature (CHD1L, HDAC1, KPNA2, MUTYH, PPP2R5B, NEIL3, POLR2L, RAD54B, RUVBL1 and SPP1) was established for HCC prognosis prediction. Patients in the high-risk group had worse OS than those in the low-risk group. Receiver operating characteristic curve analysis confirmed the predictive ability of this prognostic gene signature. Multivariate Cox analysis showed that the risk score was an independent predictor of OS. Functional analysis revealed a strong association with cell cycle and antigen binding pathways, and the risk score was highly correlated with tumor grade, tumor stage, and types of immune infiltrate. High expression levels of the prognostic genes were significantly correlated with increased sensitivity of cancer cells to antitumor drugs. IHC, IF and qRT-PCR all indicated that the prognostic genes were highly expressed in HCC relative to normal liver tissue, consistent with the results of bioinformatics analysis. Ten DDRGs were utilized to create a new signature for identifying the immunological state of HCC and predicting prognosis. In addition, blocking these genes could represent a promising treatment.
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页数:18
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