Circulating microRNA as diagnostic biomarkers for haematological cancers: a systematic review and meta-analysis

被引:10
|
作者
Drokow, Emmanuel Kwateng [1 ,2 ]
Sun, Kai [1 ,2 ]
Ahmed, Hafiz Abdul Waqas [1 ,2 ]
Akpabla, Loria Selorm [3 ]
Song, Juanjuan [1 ,2 ]
Shi, Mingyue [1 ,2 ]
机构
[1] Zhengzhou Univ, Peoples Hosp, Dept Haematol, 7 Weiwu Rd, Zhengzhou 450003, Henan, Peoples R China
[2] Henan Prov Peoples Hosp, 7 Weiwu Rd, Zhengzhou 450003, Henan, Peoples R China
[3] Tianjin Med Univ, Sch Basic Med Sci, Dept Pathophysiol, Tianjin, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
Specificity; sensitivity; diagnostic biomarkers; miRNA; haematological cancers; MULTIPLE-MYELOMA; SERUM; IDENTIFICATION; EPIDEMIOLOGY; EXPRESSION;
D O I
10.2147/CMAR.S199126
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Recent studies have validated microRNAs (miRNAs) as a diagnostic biomarker for haematological cancers. This study aimed to estimate the overall diagnostic accuracy of circulating miRNAs in haematological malignancies. Materials and Methods: Multiple databases (Google Scholar, PubMed, EMBASE, Cochrane Library,) were searched until 19th August 2017. Results: The meta-analysis included 50 studies from 20 publications. The diagnostic accuracy was assessed by pooled specificity, sensitivity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic odds ratio (DOR) and area under the curve area (AUC) by random effect model. We used QUADAS (Quality Assessment for diagnostic accuracy studies) to evaluate the quality of the included studies. To perform the meta-analysis, we used Meta-Disk 1.4, Revman 5.3 and Stata 12.0 software. High diagnostic accuracy was demonstrated, with a sensitivity of 0.81, a specificity of 0.85, a PLR of 5.28, an NLR of 0.22, a DOR of 30.39, and an AUC of 0.91. Subgroup analyses showed better outcomes for the African population, combined miRNAs and leukaemia patients compared with other subgroups. Conclusion: Our results indicated that circulating miRNAs especially combined miRNA can be used as a diagnostic marker in haematological cancers.
引用
收藏
页码:4313 / 4326
页数:14
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