A novel prognostic signature based on immunogenic cell death score predicts outcomes and response to transcatheter arterial chemoembolization and immunotherapy in hepatocellular carcinoma

被引:2
|
作者
Zhang, Yunjie [1 ,2 ]
Yang, Junhui [1 ,2 ]
Xie, Shicheng [1 ,2 ]
Chen, Hanbin [1 ,2 ]
Zhong, Jinwei [1 ,2 ]
Lin, Xiaoben [1 ,2 ]
Yu, Zhijie [3 ]
Xia, Jinglin [1 ,4 ,5 ]
机构
[1] Wenzhou Med Univ, Affiliated Hosp 1, Key Lab Diag & Treatment Severe Hepatopancreat Dis, Wenzhou 325000, Peoples R China
[2] Wenzhou Med Univ, Wenzhou 325000, Peoples R China
[3] Wenzhou Med Univ, Affiliated Hosp 1, Wenzhou Key Lab Hematol, Wenzhou 325000, Peoples R China
[4] Fudan Univ, Zhongshan Hosp, Natl Med Ctr, 180 Fenglin Rd, Shanghai 200032, Peoples R China
[5] Fudan Univ, Zhongshan Hosp, Liver Canc Inst, Natl Clin Res Ctr Intervent Med, 180 Fenglin Rd, Shanghai 200032, Peoples R China
基金
中国国家自然科学基金;
关键词
Hepatocellular carcinoma; Immunogenic cell death (ICD); Tumor immune microenvironment (TIME); Prognosis; Transcatheter arterial chemoembolization (TACE); TRANSARTERIAL CHEMOEMBOLIZATION; CANCER-IMMUNOTHERAPY; DNASE1L3; RESISTANCE; INHIBITORS; LANDSCAPE;
D O I
10.1007/s00432-023-05017-1
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
PurposeThe phenomenon of immunogenic cell death (ICD) is intricately linked to numerous antitumor treatments and exerts a profound regulatory function in the tumor immune microenvironment (TIME). We aimed to establish a prognostic signature from the ICD-related biomarkers to differentiate the TIME in hepatocellular carcinoma and predict diverse outcomes for patients with liver cancer.MethodsICD score-related genes (ICDSGs) were identified using the weighted gene co-expression network analysis (WGCNA). The ICD score-related signature (ICDSsig) was established by applying LASSO and Cox regression. Model precision was verified using the external datasets. We used independent prognostic variables in clinicopathologic factors to develop a nomogram. Further, clinical characteristics, immune and molecular landscapes, the responses of transcatheter arterial chemoembolization (TACE) and immunotherapy, and chemotherapy sensitivity were analyzed for high- and low-risk patients.ResultsICD score-calculated using the single-sample gene set enrichment analysis (ssGSEA)-displayed strong associations with the TIME in HCC. We identified 34 ICDSGs after integrating the TCGA and GSE104580 datasets. Then, three novel ICDSGs (DNASE1L3, KLRB1, and LILRB1) were screened out to construct the ICDSsig; the prognostic signature performed well in the external databases. The high-risk patients had worse outcomes owing to their advanced pathological state, non-response of TACE, and immune-cold phenotype in the immune landscapes. The immune checkpoint genes, N6-methyladenosine-relevant genes, and microsatellite instability score were increased in the high-risk subgroup, thereby indicating a favorable sensitivity to immunotherapy. Common chemotherapy drugs were more effective in high-risk patients due to low half-maximal inhibitory concentration values.ConclusionThe ICDSsig can potentially predict outcomes and therapeutic responses for patients with liver cancer and may assist clinicians in designing individualized treatment strategies.
引用
收藏
页码:11411 / 11429
页数:19
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