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Published in: Digestive Diseases and Sciences 5/2014

01-05-2014 | Review

Identification of Circulating MicroRNAs as Novel Potential Biomarkers for Gastric Cancer Detection: A Systematic Review and Meta-Analysis

Authors: Xingya Zhu, Mengmeng Lv, Hao Wang, Wenxian Guan

Published in: Digestive Diseases and Sciences | Issue 5/2014

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Abstract

Background

Recent studies show that microRNAs (miRNAs) in serum or plasma can be stably detected and used as potential biomarkers in cancer diagnosis.

Objectives

To systematically evaluate circulating miRNAs from numerous gastric cancer (GC) expression profiling studies and to determine miRNA biomarkers for GC detection.

Methods

A systematic review and meta-analysis of published studies comparing the circulating miRNA expressions between GC patients and healthy controls were carried out. An miRNA ranking system that considered the number of comparisons in agreement, total number of samples, and average fold change was used. Then the receiver-operating characteristic curve (ROC) results of the top miRNAs were combined to further evaluate their diagnostic value by using Meta-disc 1.4.

Results

A total of 35 miRNAs were reported in the 22 included studies, with 7 miRNAs reported in at least 2 studies. MiR-21 is the most consistently reported miRNA with upregulation. In further analysis, the sensitivity, specificity, and area under the curve of summary ROC for miR-21 in GC diagnosis are 0.78 (95 % CI 0.71–0.85), 0.89 (95 % CI 0.82–0.94), and 0.91, respectively.

Conclusion

Circulating miR-21 can serve as a potential biomarker for detection of GC.
Literature
1.
go back to reference Seevaratnam R, Bocicariu A, Cardoso R, et al. How many lymph nodes should be assessed in patients with gastric cancer? A systematic review. Gastric Cancer. 2012;15:S70–S88.PubMedCrossRef Seevaratnam R, Bocicariu A, Cardoso R, et al. How many lymph nodes should be assessed in patients with gastric cancer? A systematic review. Gastric Cancer. 2012;15:S70–S88.PubMedCrossRef
2.
go back to reference Garrido M, Bustos M, Orellana E, et al. Postoperative radio-chemotherapy in locally advanced gastric cancer. Rev Med Chil. 2008;136:844–850.PubMedCrossRef Garrido M, Bustos M, Orellana E, et al. Postoperative radio-chemotherapy in locally advanced gastric cancer. Rev Med Chil. 2008;136:844–850.PubMedCrossRef
3.
go back to reference Madhavan D, Cuk K, Burwinkel B, Yang R. Cancer diagnosis and prognosis decoded by blood-based circulating microRNA signatures. Front Genet. 2013;4:116.PubMedCentralPubMedCrossRef Madhavan D, Cuk K, Burwinkel B, Yang R. Cancer diagnosis and prognosis decoded by blood-based circulating microRNA signatures. Front Genet. 2013;4:116.PubMedCentralPubMedCrossRef
4.
go back to reference Ichikawa D, Komatsu S, Konishi H, Otsuji E. Circulating microRNA in digestive tract cancers. Gastroenterology. 2012;142:1074–1078.PubMedCrossRef Ichikawa D, Komatsu S, Konishi H, Otsuji E. Circulating microRNA in digestive tract cancers. Gastroenterology. 2012;142:1074–1078.PubMedCrossRef
5.
go back to reference Wu WK, Lee CW, Cho CH, et al. MicroRNA dysregulation in gastric cancer: a new player enters the game. Oncogene. 2010;29:5761–5771.PubMedCrossRef Wu WK, Lee CW, Cho CH, et al. MicroRNA dysregulation in gastric cancer: a new player enters the game. Oncogene. 2010;29:5761–5771.PubMedCrossRef
6.
go back to reference Blanco-Calvo M, Calvo L, Figueroa A, Haz-Conde M, Anton-Aparicio L, Valladares-Ayerbes M. Circulating microRNAs: molecular microsensors in gastrointestinal cancer. Sensors (Basel). 2012;12:9349–9362.CrossRef Blanco-Calvo M, Calvo L, Figueroa A, Haz-Conde M, Anton-Aparicio L, Valladares-Ayerbes M. Circulating microRNAs: molecular microsensors in gastrointestinal cancer. Sensors (Basel). 2012;12:9349–9362.CrossRef
7.
go back to reference Mitchell PS, Parkin RK, Kroh EM, et al. Circulating microRNAs as stable blood-based markers for cancer detection. Proc Natl Acad Sci USA. 2008;105:10513–10518.PubMedCentralPubMedCrossRef Mitchell PS, Parkin RK, Kroh EM, et al. Circulating microRNAs as stable blood-based markers for cancer detection. Proc Natl Acad Sci USA. 2008;105:10513–10518.PubMedCentralPubMedCrossRef
8.
go back to reference Chan SK, Griffith OL, Tai IT, Jones SJ. Meta-analysis of colorectal cancer gene expression profiling studies identifies consistently reported candidate biomarkers. Cancer Epidemiol Biomarkers Prev. 2008;17:543–552.PubMedCrossRef Chan SK, Griffith OL, Tai IT, Jones SJ. Meta-analysis of colorectal cancer gene expression profiling studies identifies consistently reported candidate biomarkers. Cancer Epidemiol Biomarkers Prev. 2008;17:543–552.PubMedCrossRef
9.
go back to reference Griffith OL, Melck A, Jones SJ, Wiseman SM. Meta-analysis and meta-review of thyroid cancer gene expression profiling studies identifies important diagnostic biomarkers. J Clin Oncol. 2006;24:5043–5051.PubMedCrossRef Griffith OL, Melck A, Jones SJ, Wiseman SM. Meta-analysis and meta-review of thyroid cancer gene expression profiling studies identifies important diagnostic biomarkers. J Clin Oncol. 2006;24:5043–5051.PubMedCrossRef
10.
go back to reference Ma Y, Zhang P, Yang J, Liu Z, Yang Z, Qin H. Candidate microRNA biomarkers in human colorectal cancer: systematic review profiling studies and experimental validation. Int J Cancer. 2012;130:2077–2087.PubMedCrossRef Ma Y, Zhang P, Yang J, Liu Z, Yang Z, Qin H. Candidate microRNA biomarkers in human colorectal cancer: systematic review profiling studies and experimental validation. Int J Cancer. 2012;130:2077–2087.PubMedCrossRef
11.
go back to reference Zhang QH, Sun HM, Zheng RZ, et al. Meta-analysis of microRNA-183 family expression in human cancer studies comparing cancer tissues with noncancerous tissues. Gene. 2013;527:26–32.PubMedCrossRef Zhang QH, Sun HM, Zheng RZ, et al. Meta-analysis of microRNA-183 family expression in human cancer studies comparing cancer tissues with noncancerous tissues. Gene. 2013;527:26–32.PubMedCrossRef
12.
go back to reference Guan P, Yin Z, Li X, Wu W, Zhou B. Meta-analysis of human lung cancer microRNA expression profiling studies comparing cancer tissues with normal tissues. J Exp Clin Cancer Res. 2012;31:54.PubMedCentralPubMedCrossRef Guan P, Yin Z, Li X, Wu W, Zhou B. Meta-analysis of human lung cancer microRNA expression profiling studies comparing cancer tissues with normal tissues. J Exp Clin Cancer Res. 2012;31:54.PubMedCentralPubMedCrossRef
13.
go back to reference Ma Y, Zhang P, Wang F, Qin H. Searching for consistently reported up- and down-regulated biomarkers in colorectal cancer: a systematic review of proteomic studies. Mol Biol Rep. 2012;39:8483–8490.PubMedCrossRef Ma Y, Zhang P, Wang F, Qin H. Searching for consistently reported up- and down-regulated biomarkers in colorectal cancer: a systematic review of proteomic studies. Mol Biol Rep. 2012;39:8483–8490.PubMedCrossRef
15.
go back to reference Whiting P, Rutjes AW, Dinnes J, Reitsma J, Bossuyt PM, Kleijnen J. Development and validation of methods for assessing the quality of diagnostic accuracy studies. Health Technol Assess. 2004;8:1–234. Whiting P, Rutjes AW, Dinnes J, Reitsma J, Bossuyt PM, Kleijnen J. Development and validation of methods for assessing the quality of diagnostic accuracy studies. Health Technol Assess. 2004;8:1–234.
16.
go back to reference Whiting P, Rutjes AW, Reitsma JB, Bossuyt PM, Kleijnen J. The development of QUADAS: a tool for the quality assessment of studies of diagnostic accuracy included in systematic reviews. BMC Med Res Methodol. 2003;3:25.PubMedCentralPubMedCrossRef Whiting P, Rutjes AW, Reitsma JB, Bossuyt PM, Kleijnen J. The development of QUADAS: a tool for the quality assessment of studies of diagnostic accuracy included in systematic reviews. BMC Med Res Methodol. 2003;3:25.PubMedCentralPubMedCrossRef
17.
go back to reference Cai H, Yuan Y, Hao YF, Guo TK, Wei X, Zhang YM. Plasma microRNAs serve as novel potential biomarkers for early detection of gastric cancer. Med Oncol. 2013;30:452.PubMedCrossRef Cai H, Yuan Y, Hao YF, Guo TK, Wei X, Zhang YM. Plasma microRNAs serve as novel potential biomarkers for early detection of gastric cancer. Med Oncol. 2013;30:452.PubMedCrossRef
18.
go back to reference Gorur A, Balci FS, Dogruer UN, et al. Determination of plasma microRNA for early detection of gastric cancer. Mol Biol Rep. 2013;40:2091–2096.PubMedCrossRef Gorur A, Balci FS, Dogruer UN, et al. Determination of plasma microRNA for early detection of gastric cancer. Mol Biol Rep. 2013;40:2091–2096.PubMedCrossRef
19.
go back to reference Kim SY, Jeon TY, Choi CI, et al. Validation of circulating miRNA biomarkers for predicting lymph node metastasis in gastric cancer. J Mol Diagn. 2013;15:661–669.PubMedCrossRef Kim SY, Jeon TY, Choi CI, et al. Validation of circulating miRNA biomarkers for predicting lymph node metastasis in gastric cancer. J Mol Diagn. 2013;15:661–669.PubMedCrossRef
20.
go back to reference Komatsu S, Ichikawa D, Tsujiura M, et al. Prognostic impact of circulating miR-21 in the plasma of patients with gastric carcinoma. Anticancer Res. 2013;33:271–276.PubMed Komatsu S, Ichikawa D, Tsujiura M, et al. Prognostic impact of circulating miR-21 in the plasma of patients with gastric carcinoma. Anticancer Res. 2013;33:271–276.PubMed
21.
go back to reference Konishi H, Ichikawa D, Komatsu S, et al. Detection of gastric cancer-associated microRNAs on microRNA microarray comparing pre- and post-operative plasma. Br J Cancer. 2012;106:740–747.PubMedCentralPubMedCrossRef Konishi H, Ichikawa D, Komatsu S, et al. Detection of gastric cancer-associated microRNAs on microRNA microarray comparing pre- and post-operative plasma. Br J Cancer. 2012;106:740–747.PubMedCentralPubMedCrossRef
22.
go back to reference Li BS, Zhao YL, Guo G, et al. Plasma microRNAs, miR-223, miR-21 and miR-218, as novel potential biomarkers for gastric cancer detection. PLoS ONE. 2012;7:e41629.PubMedCentralPubMedCrossRef Li BS, Zhao YL, Guo G, et al. Plasma microRNAs, miR-223, miR-21 and miR-218, as novel potential biomarkers for gastric cancer detection. PLoS ONE. 2012;7:e41629.PubMedCentralPubMedCrossRef
23.
go back to reference Li C, Li JF, Cai Q, et al. MiRNA-199a-3p: a potential circulating diagnostic biomarker for early gastric cancer. J Surg Oncol. 2013;108:89–92.PubMedCrossRef Li C, Li JF, Cai Q, et al. MiRNA-199a-3p: a potential circulating diagnostic biomarker for early gastric cancer. J Surg Oncol. 2013;108:89–92.PubMedCrossRef
24.
go back to reference Liu H, Zhu L, Liu B, et al. Genome-wide microRNA profiles identify miR-378 as a serum biomarker for early detection of gastric cancer. Cancer Lett. 2012;316:196–203.PubMedCrossRef Liu H, Zhu L, Liu B, et al. Genome-wide microRNA profiles identify miR-378 as a serum biomarker for early detection of gastric cancer. Cancer Lett. 2012;316:196–203.PubMedCrossRef
25.
go back to reference Liu R, Zhang C, Hu Z, et al. A five-microRNA signature identified from genome-wide serum microRNA expression profiling serves as a fingerprint for gastric cancer diagnosis. Eur J Cancer. 2011;47:784–791.PubMedCrossRef Liu R, Zhang C, Hu Z, et al. A five-microRNA signature identified from genome-wide serum microRNA expression profiling serves as a fingerprint for gastric cancer diagnosis. Eur J Cancer. 2011;47:784–791.PubMedCrossRef
26.
go back to reference Lo SS, Hung PS, Chen JH, et al. Overexpression of miR-370 and downregulation of its novel target TGFbeta-RII contribute to the progression of gastric carcinoma. Oncogene. 2012;31:226–237.PubMedCrossRef Lo SS, Hung PS, Chen JH, et al. Overexpression of miR-370 and downregulation of its novel target TGFbeta-RII contribute to the progression of gastric carcinoma. Oncogene. 2012;31:226–237.PubMedCrossRef
27.
go back to reference Song J, Bai Z, Han W, et al. Identification of suitable reference genes for qPCR analysis of serum microRNA in gastric cancer patients. Dig Dis Sci. 2012;57:897–904.PubMedCrossRef Song J, Bai Z, Han W, et al. Identification of suitable reference genes for qPCR analysis of serum microRNA in gastric cancer patients. Dig Dis Sci. 2012;57:897–904.PubMedCrossRef
28.
go back to reference Song MY, Pan KF, Su HJ, et al. Identification of serum microRNAs as novel non-invasive biomarkers for early detection of gastric cancer. PLoS ONE. 2012;7:e33608.PubMedCentralPubMedCrossRef Song MY, Pan KF, Su HJ, et al. Identification of serum microRNAs as novel non-invasive biomarkers for early detection of gastric cancer. PLoS ONE. 2012;7:e33608.PubMedCentralPubMedCrossRef
29.
go back to reference Tsai KW, Liao YL, Wu CW, et al. Aberrant expression of miR-196a in gastric cancers and correlation with recurrence. Genes Chromosom Cancer. 2012;51:394–401.PubMedCrossRef Tsai KW, Liao YL, Wu CW, et al. Aberrant expression of miR-196a in gastric cancers and correlation with recurrence. Genes Chromosom Cancer. 2012;51:394–401.PubMedCrossRef
30.
31.
go back to reference Valladares-Ayerbes M, Reboredo M, Medina-Villaamil V, et al. Circulating miR-200c as a diagnostic and prognostic biomarker for gastric cancer. J Transl Med. 2012;10:186.PubMedCentralPubMedCrossRef Valladares-Ayerbes M, Reboredo M, Medina-Villaamil V, et al. Circulating miR-200c as a diagnostic and prognostic biomarker for gastric cancer. J Transl Med. 2012;10:186.PubMedCentralPubMedCrossRef
32.
go back to reference Wang B, Zhang Q. The expression and clinical significance of circulating microRNA-21 in serum of five solid tumors. J Cancer Res Clin Oncol. 2012;138:1659–1666.PubMedCrossRef Wang B, Zhang Q. The expression and clinical significance of circulating microRNA-21 in serum of five solid tumors. J Cancer Res Clin Oncol. 2012;138:1659–1666.PubMedCrossRef
33.
go back to reference Wang M, Gu H, Wang S, et al. Circulating miR-17-5p and miR-20a: molecular markers for gastric cancer. Mol Med Rep. 2012;5:1514–1520.PubMed Wang M, Gu H, Wang S, et al. Circulating miR-17-5p and miR-20a: molecular markers for gastric cancer. Mol Med Rep. 2012;5:1514–1520.PubMed
35.
go back to reference Zhang WH, Gui JH, Wang CZ, et al. The identification of miR-375 as a potential biomarker in distal gastric adenocarcinoma. Oncol Res. 2012;20:139–147.PubMedCrossRef Zhang WH, Gui JH, Wang CZ, et al. The identification of miR-375 as a potential biomarker in distal gastric adenocarcinoma. Oncol Res. 2012;20:139–147.PubMedCrossRef
36.
go back to reference Zheng Y, Cui L, Sun W, et al. MicroRNA-21 is a new marker of circulating tumor cells in gastric cancer patients. Cancer Biomark. 2011;10:71–77.PubMed Zheng Y, Cui L, Sun W, et al. MicroRNA-21 is a new marker of circulating tumor cells in gastric cancer patients. Cancer Biomark. 2011;10:71–77.PubMed
37.
go back to reference Zhou H, Guo JM, Lou YR, et al. Detection of circulating tumor cells in peripheral blood from patients with gastric cancer using microRNA as a marker. J Mol Med (Berl). 2010;88:709–717.CrossRef Zhou H, Guo JM, Lou YR, et al. Detection of circulating tumor cells in peripheral blood from patients with gastric cancer using microRNA as a marker. J Mol Med (Berl). 2010;88:709–717.CrossRef
38.
go back to reference Zhou H, Xiao B, Zhou F, et al. MiR-421 is a functional marker of circulating tumor cells in gastric cancer patients. Biomarkers. 2012;17:104–110.PubMedCrossRef Zhou H, Xiao B, Zhou F, et al. MiR-421 is a functional marker of circulating tumor cells in gastric cancer patients. Biomarkers. 2012;17:104–110.PubMedCrossRef
39.
go back to reference Mar-Aguilar F, Mendoza-Ramirez JA, Malagon-Santiago I, et al. Serum circulating microRNA profiling for identification of potential breast cancer biomarkers. Dis Markers. 2013;34:163–169.PubMedCentralPubMedCrossRef Mar-Aguilar F, Mendoza-Ramirez JA, Malagon-Santiago I, et al. Serum circulating microRNA profiling for identification of potential breast cancer biomarkers. Dis Markers. 2013;34:163–169.PubMedCentralPubMedCrossRef
40.
go back to reference Si H, Sun X, Chen Y, et al. Circulating microRNA-92a and microRNA-21 as novel minimally invasive biomarkers for primary breast cancer. J Cancer Res Clin Oncol. 2013;139:223–229.PubMedCentralPubMedCrossRef Si H, Sun X, Chen Y, et al. Circulating microRNA-92a and microRNA-21 as novel minimally invasive biomarkers for primary breast cancer. J Cancer Res Clin Oncol. 2013;139:223–229.PubMedCentralPubMedCrossRef
42.
go back to reference Wei J, Gao W, Zhu CJ, et al. Identification of plasma microRNA-21 as a biomarker for early detection and chemosensitivity of non-small cell lung cancer. Chin J Cancer. 2011;30:407–414.PubMedCrossRef Wei J, Gao W, Zhu CJ, et al. Identification of plasma microRNA-21 as a biomarker for early detection and chemosensitivity of non-small cell lung cancer. Chin J Cancer. 2011;30:407–414.PubMedCrossRef
43.
go back to reference Kanaan Z, Rai SN, Eichenberger MR, et al. Plasma miR-21: a potential diagnostic marker of colorectal cancer. Ann Surg. 2012;256:544–551.PubMedCrossRef Kanaan Z, Rai SN, Eichenberger MR, et al. Plasma miR-21: a potential diagnostic marker of colorectal cancer. Ann Surg. 2012;256:544–551.PubMedCrossRef
44.
go back to reference Arroyo JD, Chevillet JR, Kroh EM, et al. Argonaute2 complexes carry a population of circulating microRNAs independent of vesicles in human plasma. Proc Natl Acad Sci USA. 2011;108:5003–5008.PubMedCentralPubMedCrossRef Arroyo JD, Chevillet JR, Kroh EM, et al. Argonaute2 complexes carry a population of circulating microRNAs independent of vesicles in human plasma. Proc Natl Acad Sci USA. 2011;108:5003–5008.PubMedCentralPubMedCrossRef
45.
go back to reference Vickers KC, Palmisano BT, Shoucri BM, Shamburek RD, Remaley AT. MicroRNAs are transported in plasma and delivered to recipient cells by high-density lipoproteins. Nat Cell Biol. 2011;13:423–433.PubMedCentralPubMedCrossRef Vickers KC, Palmisano BT, Shoucri BM, Shamburek RD, Remaley AT. MicroRNAs are transported in plasma and delivered to recipient cells by high-density lipoproteins. Nat Cell Biol. 2011;13:423–433.PubMedCentralPubMedCrossRef
46.
go back to reference McDonald JS, Milosevic D, Reddi HV, Grebe SK, Algeciras-Schimnich A. Analysis of circulating microRNA: preanalytical and analytical challenges. Clin Chem. 2011;57:833–840.PubMedCrossRef McDonald JS, Milosevic D, Reddi HV, Grebe SK, Algeciras-Schimnich A. Analysis of circulating microRNA: preanalytical and analytical challenges. Clin Chem. 2011;57:833–840.PubMedCrossRef
47.
go back to reference Mitchell PS, Parkin RK, Kroh EM, et al. Circulating microRNAs as stable blood-based markers for cancer detection. Proc Natl Acad Sci USA. 2008;105:10513–10518.PubMedCentralPubMedCrossRef Mitchell PS, Parkin RK, Kroh EM, et al. Circulating microRNAs as stable blood-based markers for cancer detection. Proc Natl Acad Sci USA. 2008;105:10513–10518.PubMedCentralPubMedCrossRef
48.
go back to reference Dong P, Kaneuchi M, Watari H, Sudo S, Sakuragi N. MicroRNA-106b modulates epithelial-mesenchymal transition by targeting TWIST1 in invasive endometrial cancer cell lines. Mol Carcinog. 2013. doi:10.1002/mc.21983. Dong P, Kaneuchi M, Watari H, Sudo S, Sakuragi N. MicroRNA-106b modulates epithelial-mesenchymal transition by targeting TWIST1 in invasive endometrial cancer cell lines. Mol Carcinog. 2013. doi:10.​1002/​mc.​21983.
Metadata
Title
Identification of Circulating MicroRNAs as Novel Potential Biomarkers for Gastric Cancer Detection: A Systematic Review and Meta-Analysis
Authors
Xingya Zhu
Mengmeng Lv
Hao Wang
Wenxian Guan
Publication date
01-05-2014
Publisher
Springer US
Published in
Digestive Diseases and Sciences / Issue 5/2014
Print ISSN: 0163-2116
Electronic ISSN: 1573-2568
DOI
https://doi.org/10.1007/s10620-013-2970-9

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