Diagnostic Accuracy of Serum/Plasma Circular RNAs and the Combination of Circular RNAs and α-Fetoprotein for Detecting Hepatocellular Carcinoma: A Meta-Analysis

被引:4
作者
Nie, Guilin [1 ,2 ]
Peng, Dingzhong [1 ]
Li, Bei [1 ]
Lu, Jiong [1 ]
Cai, Yulong [1 ]
Xiong, Xianze [1 ]
Cheng, Nansheng [1 ]
机构
[1] Sichuan Univ, West China Hosp, Dept Biliary Surg, Chengdu, Peoples R China
[2] Sichuan Univ, West China Hosp, Dept Biliary Dis Res Ctr, Chengdu, Peoples R China
基金
中国国家自然科学基金;
关键词
circRNA; diagnosis; biomarker; HCC; serum; plasma; meta-analysis; BIOMARKER IDENTIFICATION; SERUM; CANCER; MULTICENTER; RELEVANT; EXOSOMES;
D O I
10.3389/fgene.2021.722208
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The lack of an accurate biomarker in hepatocellular carcinoma (HCC) has hindered early detection, diagnosis, and treatment. Circular RNAs (circRNAs), which can be used as novel biomarkers in liquid biopsies, have been brought to light as a result of the advances in research on molecular biomarkers and the progression of genomic medicine. We conducted a meta-analysis of the diagnostic accuracy of serum/plasma circRNAs or the combination of circRNAs and alpha-fetoprotein (AFP) in HCC. We identified eight studies that met the inclusion/exclusion criteria from PubMed, Web of Science, EMBASE, and Cochrane Library databases. The data were pooled, and the sensitivity, specificity, diagnostic odds ratio (DOR), positive likelihood ratio (+LR), and negative likelihood ratio (-LR) with 95% confidence intervals (CIs) were calculated. The areas under the summary receiver operator characteristic (SROC) curves (AUCs) were also calculated. The sensitivity of circRNAs was 0.82 (95% CI: 0.78-0.85), and the specificity was 0.82 (95% CI: 0.78-0.86). The sensitivity of AFP was 0.65 (95% CI: 0.61-0.68), and the specificity was 0.90 (95% CI: 0.85-0.93). The AUC was 0.89 (95% CI: 0.86-0.91) for circRNAs and 0.77 (95% CI: 0.74-0.81) for AFP. The sensitivity of the combination of circRNAs and AFP was 0.88 (95% CI: 0.84-0.92), specificity was 0.86 (95% CI: 0.80-0.91), and AUC was 0.94 (95% CI: 0.91-0.96). Additionally, a subgroup analysis was conducted based on the control groups used; the diagnostic accuracy was particularly high in the comparison of HCC vs. healthy controls. In summary, serum/plasma circRNAs are accurate biomarkers suitable for clinical use for detecting HCC, and the combination of circRNAs and AFP improved the diagnostic accuracy.</p>
引用
收藏
页数:12
相关论文
共 56 条
[31]   Asia-Pacific clinical practice guidelines on the management of hepatocellular carcinoma: a 2017 update [J].
Omata, Masao ;
Cheng, Ann-Lii ;
Kokudo, Norihiro ;
Kudo, Masatoshi ;
Lee, Jeong Min ;
Jia, Jidong ;
Tateishi, Ryosuke ;
Han, Kwang-Hyub ;
Chawla, Yoghesh K. ;
Shiina, Shuichiro ;
Jafri, Wasim ;
Alcantara Payawal, Diana ;
Ohki, Takamasa ;
Ogasawara, Sadahisa ;
Chen, Pei-Jer ;
Lesmana, Cosmas Rinaldi A. ;
Lesmana, Laurentius A. ;
Gani, Rino A. ;
Obi, Shuntaro ;
Dokmeci, A. Kadir ;
Sarin, Shiv Kumar .
HEPATOLOGY INTERNATIONAL, 2017, 11 (04) :317-370
[32]   Circulating microRNAs for the diagnosis of hepatocellular carcinoma [J].
Peng, Cheng ;
Ye, Yanshuo ;
Wang, Zhanpeng ;
Guan, Lianyue ;
Bao, Suriguga ;
Li, Bo ;
Li, Wei .
DIGESTIVE AND LIVER DISEASE, 2019, 51 (05) :621-631
[33]   Hsa_circ_0003998 may be used as a new biomarker for the diagnosis and prognosis of hepatocellular carcinoma [J].
Qiao, Guang-Lei ;
Chen, Li ;
Jiang, Wei-Hua ;
Yang, Cheng ;
Yang, Chun-Mei ;
Song, Li-Na ;
Chen, Ying ;
Yan, Hong-Li ;
Ma, Li-Jun .
ONCOTARGETS AND THERAPY, 2019, 12 :5849-5860
[34]   Liquid biopsy: novel technologies and clinical applications [J].
Reimers, Natalie ;
Pantel, Klaus .
CLINICAL CHEMISTRY AND LABORATORY MEDICINE, 2019, 57 (03) :312-316
[35]   Circular RNA in pancreatic cancer: a novel avenue for the roles of diagnosis and treatment [J].
Rong, Zeyin ;
Xu, Jin ;
Shi, Si ;
Tan, Zhen ;
Meng, Qingcai ;
Hua, Jie ;
Liu, Jiang ;
Zhang, Bo ;
Wang, Wei ;
Yu, Xianjun ;
Liang, Chen .
THERANOSTICS, 2021, 11 (06) :2755-2769
[36]   A hierarchical regression approach to meta-analysis of diagnostic test accuracy evaluations [J].
Rutter, CM ;
Gatsonis, CA .
STATISTICS IN MEDICINE, 2001, 20 (19) :2865-2884
[37]   Cell-Type Specific Features of Circular RNA Expression [J].
Salzman, Julia ;
Chen, Raymond E. ;
Olsen, Mari N. ;
Wang, Peter L. ;
Brown, Patrick O. .
PLOS GENETICS, 2013, 9 (09)
[38]   CircRNA microarray profiling identifies a novel circulating biomarker for detection of gastric cancer [J].
Tang, Weiwei ;
Fu, Kai ;
Sun, Handong ;
Rong, Dawei ;
Wang, Hanjin ;
Cao, Hongyong .
MOLECULAR CANCER, 2018, 17
[39]   Surveillance Imaging and Alpha Fetoprotein for Early Detection of Hepatocellular Carcinoma in Patients With Cirrhosis: A Meta-analysis [J].
Tzartzeva, Kristina ;
Obi, Joseph ;
Rich, Nicole E. ;
Parikh, Neehar D. ;
Marrero, Jorge A. ;
Yopp, Adam ;
Waljee, Akbar K. ;
Singal, Amit G. .
GASTROENTEROLOGY, 2018, 154 (06) :1706-+
[40]   The Landscape of Circular RNA in Cancer [J].
Vo, Josh N. ;
Cieslik, Marcin ;
Zhang, Yajia ;
Shukla, Sudhanshu ;
Xiao, Lanbo ;
Zhang, Yuping ;
Wu, Yi-Mi ;
Dhanasekaran, Saravana M. ;
Engelke, Carl G. ;
Cao, Xuhong ;
Robinson, Dan R. ;
Nesvizhskii, Alexey I. ;
Chinnaiyan, Arul M. .
CELL, 2019, 176 (04) :869-+