Gene signature predictive of hepatocellular carcinoma patient response to transarterial chemoembolization

被引:21
|
作者
Fako, Valerie [1 ]
Martin, Sean P. [1 ]
Pomyen, Yotsawat [1 ,11 ]
Budhu, Anuradha [1 ,2 ]
Chaisaingmongkol, Jittiporn [1 ,11 ]
Franck, Sophia [1 ]
Lee, Joyce Man-Fong [3 ]
Ng, Irene Oi-Lin [3 ]
Cheung, Tan-To [4 ,5 ]
Wei, Xiyang [6 ]
Liu, Niya [6 ]
Ji, Junfang [7 ]
Zhao, Lei [7 ]
Liu, Zhaogang [7 ]
Jia, Hu-Liang [8 ]
Tang, Zhao-You [8 ]
Qin, Lun-Xiu [8 ]
Kloeckner, Roman [9 ]
Marquardt, Jens [9 ]
Greten, Tim [2 ,10 ]
Wang, Xin Wei [1 ,2 ]
机构
[1] NCI, Lab Human Carcinogenesis, Ctr Canc Res, Bethesda, MD 20892 USA
[2] NCI, Liver Canc Program, Ctr Canc Res, Bethesda, MD 20892 USA
[3] Univ Hong Kong, Dept Pathol, Hong Kong, Peoples R China
[4] Univ Hong Kong, Dept Surg, Hong Kong, Peoples R China
[5] Univ Hong Kong, State Key Lab Liver Res, Hong Kong, Peoples R China
[6] Zhejiang Univ, Life Sci Inst, Hangzhou, Zhejiang, Peoples R China
[7] Shandong Canc Hosp & Inst, Jinan, Shandong, Peoples R China
[8] Fudan Univ, Shanghai, Peoples R China
[9] Univ Med Ctr Mainz, Mainz, Germany
[10] NCI, Thorac & GI Malignancies Branch, Ctr Canc Res, Bethesda, MD 20892 USA
[11] Chulabhorn Res Inst, Bangkok, Thailand
来源
基金
中国国家自然科学基金;
关键词
Transarterial Chemoembolization; hepatocellular carcinoma; precision oncology; gene signature; treatment response; hypoxia signaling; SORAFENIB; EXPRESSION;
D O I
10.7150/ijbs.39534
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
Transarterial chemoembolization (TACE) is a commonly used treatment modality in hepatocellular carcinoma (HCC). The ability to identify patients who will respond to TACE represents an important clinical need, and tumor gene expression patterns may be associated with TACE response. We investigated whether tumor transcriptome is associated with TACE response in patients with HCC. We analyzed transcriptome data of treatment-naive tumor tissues from a Chinese cohort of 191 HCC patients, including 105 patients who underwent TACE following resection with curative intent. We then developed a gene signature, TACE Navigator, which was associated with improved survival in patients that received either adjuvant or post-relapse TACE. To validate our findings, we applied our signature in a blinded manner to three independent cohorts comprising an additional 130 patients with diverse ethnic backgrounds enrolled in three different hospitals who received either adjuvant TACE or palliative TACE. TACE Navigator stratified patients into Responders and Non-Responders which was associated with improved survival following TACE in our test cohort (Responders: 67 months vs Non-Responders: 39.5 months, p<0.0001). In addition, multivariable Cox model demonstrates that TACE Navigator was independently associated with survival (HR: 9.31, 95% CI: 3.46-25.0, p<0.001). In our validation cohorts, the association between TACE Navigator and survival remained robust in both Asian patients who received adjuvant TACE (Hong Kong: 60 months vs 25.6 months p=0.007; Shandong: 61.3 months vs 32.1 months, p=0.027) and European patients who received TACE as primary therapy (Mainz: 60 months vs 41.5 months, p=0.041). These results indicate that a TACE-specific molecular classifier is robust in predicting TACE response. This gene signature can be used to identify patients who will have the greatest survival benefit after TACE treatment and enable personalized treatment modalities for patients with HCC.
引用
收藏
页码:2654 / 2663
页数:10
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