A Novel Biomarker Panel for the Early Detection and Risk Assessment of Hepatocellular Carcinoma in Patients with Cirrhosis

被引:13
|
作者
Khan, Ilvira M. [1 ]
Gjuka, Donjeta [1 ]
Jiao, Jingjing [1 ]
Song, Xiaoling [2 ]
Wang, Ying [3 ]
Wang, Jing [3 ]
Wei, Peng [4 ]
El-Serag, Hashem B. [5 ]
Marrero, Jorge A. [6 ]
Beretta, Laura [1 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Mol & Cellular Oncol, Rm S11-8336c,1515 Holcombe Blvd, Houston, TX 77030 USA
[2] Fred Hutchinson Canc Res Ctr, Publ Hlth Sci Div, Canc Prevent Program, 1124 Columbia St, Seattle, WA 98104 USA
[3] Univ Texas MD Anderson Canc Ctr, Dept Bioinformat & Computat Biol, Houston, TX 77030 USA
[4] Univ Texas MD Anderson Canc Ctr, Dept Biostat, Houston, TX 77030 USA
[5] Michael E DeBakey VA Med Ctr, Baylor Coll Med, Dept Med, Houston, TX USA
[6] Univ Texas Southwestern Med Ctr Dallas, Dept Internal Med, Dallas, TX USA
关键词
ALPHA-FETOPROTEIN; LIPID-METABOLISM; LIVER-DISEASE; FATTY-ACIDS; SURVEILLANCE; PREDICTION; OSTEOPONTIN; OMEGA-3-FATTY-ACIDS; METABOLOMICS; DIAGNOSIS;
D O I
10.1158/1940-6207.CAPR-20-0600
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Novel biomarkers for hepatocellular carcinoma (HCC) surveillance in patients with cirrhosis are urgently needed. We previously identified osteopontin (OPN) as a promising biomarker for the early detection of HCC. This study is to further validate the performance of OPN and identify fatty acids (FA) that could improve OPN's performance in HCC risk assessment in patients with cirrhosis. To that end, we selected 103 patients with cirrhosis under surveillance. Among them, 40 patients developed HCC during follow-up. We investigated in these 103 patients, the association between HCC incidence and prediagnostic serum levels of AFP, OPN, and 46 FAs. OPN performance was higher than AFP in detecting prediagnosis HCCs and the combination with AFP further improved OPN's performance. For patients with a diagnosis of HCC within 18 months of follow-up (HCC < 18 months), AUC for OPN + AFP was 0.77. Abundance of 11 FAs [four long-chain saturated FAs (SFA), four n-3 poly-unsaturated FAs (PUFA), and three n-6 PUFAs] were statistically different between patients who developed HCC and those who did not. Abundance changes correlated with time to diagnosis for the PUFAs, but not for the SFAs. Adding arachidic acid (20:0) and n-3 docosapentaenoic acid (22:5n3) to OPN and AFP improved the discriminatory performance (AUC = 0.83). AUC for this panel reached 0.87 for HCC < 18 months (82% sensitivity at 81% specificity). In conclusion, we identified a panel of 4 markers with strong performances that could have significant utility in HCC early detection in patients with cirrhosis under surveillance. Prevention Relevance: This study identified a panel of 4 biomarkers that identifies with high performance patients with cirrhosis at high risk for HCC. This panel could have utility in HCC early detection in patients with cirrhosis under surveillance.
引用
收藏
页码:667 / 674
页数:8
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