The DDR-related gene signature with cell cycle checkpoint function predicts prognosis, immune activity, and chemoradiotherapy response in lung adenocarcinoma

被引:10
|
作者
Li, Quan [1 ,2 ,3 ,5 ]
Zhang, Pan [1 ,2 ,3 ,5 ]
Hu, Huixiao [1 ,2 ,3 ,5 ]
Huang, Hang [1 ,2 ,3 ,5 ]
Pan, Dong [4 ]
Mao, Guangyun [5 ]
Hu, Burong [1 ,2 ,3 ]
机构
[1] Wenzhou Med Univ, Sch Publ Hlth & Management, Dept Radiat Med, Wenzhou 325035, Peoples R China
[2] Wenzhou Med Univ, Zhejiang Prov Key Lab Watershed Sci & Hlth, Wenzhou 325035, Peoples R China
[3] Wenzhou Med Univ, South Zhejiang Inst Radiat Med & Nucl Technol, Wenzhou 325035, Peoples R China
[4] Duke Univ, Dept Dermatol, Med Ctr, Durham, NC 27710 USA
[5] Wenzhou Med Univ, Sch Publ Hlth & Management, Dept Prevent Med, Wenzhou 325035, Peoples R China
基金
中国国家自然科学基金;
关键词
Lung adenocarcinoma; Cancer prognosis; DNA damage repair; Cell cycle checkpoint; Gene signature; POLO-LIKE KINASES; CANCER; EXPRESSION; ASSOCIATION; METHYLATION; INHIBITION; RESISTANCE; APOPTOSIS; TARGETS; REPAIR;
D O I
10.1186/s12931-022-02110-w
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
Background: As a DNA surveillance mechanism, cell cycle checkpoint has recently been discovered to be closely associated with lung adenocarcinoma (LUAD) prognosis. It is also an essential link in the process of DNA damage repair (DDR) that confers resistance to radiotherapy. Whether genes that have both functions play a more crucial role in LUAD prognosis remains unclear. Methods: In this study, DDR-related genes with cell cycle checkpoint function (DCGs) were selected to investigate their effects on the prognosis of LUAD. The TCGA-LUAD cohort and two GEO external validation cohorts (GSE31210 and GSE42171) were performed to construct a prognosis model based on the least absolute shrinkage and selection operator (LASSO) regression. Patients were divided into high-risk and low-risk groups based on the model. Subsequently, the multivariate COX regression was used to construct a prognostic nomogram. The ssGSEA, CIBERSORT algorithm, TIMER tool, CMap database, and IC50 of chemotherapeutic agents were used to analyze immune activity and responsiveness to chemoradiotherapy. Results: 4 DCGs were selected as prognostic signatures, and patients in the high-risk group had a lower overall survival (OS).The lower infiltration levels of immune cells and the higher expression levels of immune checkpoints appeared in the high-risk group. The damage repair pathways were upregulated, and chemotherapeutic agent sensitivity was poor in the high-risk group. Conclusions: The 4-DCGs signature prognosis model we constructed could predict the survival rate, immune activity, and chemoradiotherapy responsiveness of LUAD patients.
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页数:17
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