Circulating long noncoding RNA GAS5 levels are correlated to prevalence of type 2 diabetes mellitus

被引:143
作者
Carter, Gay [1 ]
Miladinovic, Branko [2 ]
Patel, Achintya A. [2 ]
Deland, Lauren [1 ]
Mastorides, Stephen [1 ]
Patel, Niketa A. [1 ,2 ]
机构
[1] James A Haley Vet Hosp, Tampa, FL 33612 USA
[2] Univ S Florida, Tampa, FL 33612 USA
关键词
lncRNA; GAS5; Diabetes; Serum; Veterans;
D O I
10.1016/j.bbacli.2015.09.001
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Diabetes mellitus (DM), a metabolic disease, is characterized by impaired fasting glucose levels. Type 2 DM is adult onset diabetes. Long non-coding RNAs (lncRNAs) regulate gene expression and multiple studies have linked lncRNAs to human diseases. Methods: Serum samples obtained from 96 participating veterans at JAH VA were deposited in the Research Biospecimen Repository. We used a two-stage strategy to identify an lncRNA whose levels correlated with T2DM. Initially we screened five serum samples from diabetic and non-diabetic individuals using lncRNA arrays. Next, GAS5 lncRNA levels were analyzed in 96 serum samples using quantitative PCR. Receiver operating characteristic (ROC) analysis was performed to determine the optimal cutoff GAS5 for diagnosis of DM. Results: Our results demonstrate that decreased GAS5 levels in serum were associated with diabetes in a cohort of US military veterans. The ROC analysis revealed an optimal cutoff GAS5 value of less than or equal to 10. qPCR results indicated that individuals with absolute GAS5 < 10 ng/mu l have almost twelve times higher odds of having diabetes (Exact Odds Ratio [OR] = 11.79 (95% CI: 3.97, 37.26), p < 0.001). Analysis indicated area under curve (AUC) of ROC of 0.81 with 85.1% sensitivity and 67.3% specificity in distinguishing non-diabetic from diabetic subjects. The positive predictive value is 71.4%. Conclusion: lncRNA GAS5 levels are correlated to prevalence of T2DM. General Significance: Assessment of GAS5 in serum along with other parameters offers greater accuracy in identifying individuals at-risk for diabetes. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:102 / 107
页数:6
相关论文
共 30 条
[1]   lncRNAdb: a reference database for long noncoding RNAs [J].
Amaral, Paulo P. ;
Clark, Michael B. ;
Gascoigne, Dennis K. ;
Dinger, Marcel E. ;
Mattick, John S. .
NUCLEIC ACIDS RESEARCH, 2011, 39 :D146-D151
[2]   Transforming growth factor-β-induced lncRNA-Smad7 inhibits apoptosis of mouse breast cancer JygMC(A) cells [J].
Arase, Mayu ;
Horiguchi, Kana ;
Ehata, Shogo ;
Morikawa, Masato ;
Tsutsumi, Shuichi ;
Aburatani, Hiroyuki ;
Miyazono, Kohei ;
Koinuma, Daizo .
CANCER SCIENCE, 2014, 105 (08) :974-982
[3]   Circulating U2 small nuclear RNA fragments as a novel diagnostic biomarker for pancreatic and colorectal adenocarcinoma [J].
Baraniskin, Alexander ;
Noepel-Duennebacke, Stefanie ;
Ahrens, Maike ;
Jensen, Steffen Grann ;
Zoellner, Hannah ;
Maghnouj, Abdelouahid ;
Wos, Alexandra ;
Mayerle, Julia ;
Munding, Johanna ;
Kost, Dennis ;
Reinacher-Schick, Anke ;
Liffers, Sven ;
Schroers, Roland ;
Chromik, Ansgar M. ;
Meyer, Helmut E. ;
Uhl, Waldemar ;
Klein-Scory, Susanne ;
Weiss, Frank U. ;
Stephan, Christian ;
Schwarte-Waldhoff, Irmgard ;
Lerch, Markus M. ;
Tannapfel, Andrea ;
Schmiegel, Wolff ;
Andersen, Claus Lindbjerg ;
Hahn, Stephan A. .
INTERNATIONAL JOURNAL OF CANCER, 2013, 132 (02) :E48-E57
[4]   Cutoff Finder: A Comprehensive and Straightforward Web Application Enabling Rapid Biomarker Cutoff Optimization [J].
Budczies, Jan ;
Klauschen, Frederick ;
Sinn, Bruno V. ;
Gyoerffy, Balazs ;
Schmitt, Wolfgang D. ;
Darb-Esfahani, Silvia ;
Denkert, Carsten .
PLOS ONE, 2012, 7 (12)
[5]   Novel human lncRNA-disease association inference based on lncRNA expression profiles [J].
Chen, Xing ;
Yan, Gui-Ying .
BIOINFORMATICS, 2013, 29 (20) :2617-2624
[6]   Prevalence of hypertension and obesity in patients with type 2 diabetes mellitus in observational studies: a systematic literature review [J].
Colosia, Ann D. ;
Palencia, Roberto ;
Khan, Shahnaz .
DIABETES METABOLIC SYNDROME AND OBESITY-TARGETS AND THERAPY, 2013, 6 :327-338
[7]   Long Non-Coding RNA NEAT1 Associates with SRp40 to Temporally Regulate PPARγ2 Splicing during Adipogenesis in 3T3-L1 Cells [J].
Cooper, Denise R. ;
Carter, Gay ;
Li, Pengfei ;
Patel, Rehka ;
Watson, James E. ;
Patel, Niketa A. .
GENES, 2014, 5 (04) :1050-1063
[8]   Prevalence of Obesity, Type II Diabetes Mellitus, Hyperlipidemia, and Hypertension in the United States: Findings from the GE Centricity Electronic Medical Record Database [J].
Crawford, Albert G. ;
Cote, Christine ;
Couto, Joseph ;
Daskiran, Mehmet ;
Gunnarsson, Candace ;
Haas, Kara ;
Haas, Sara ;
Nigam, Somesh C. ;
Schuette, Rob .
POPULATION HEALTH MANAGEMENT, 2010, 13 (03) :151-161
[9]   Transgenerational Glucose Intolerance With Igf2/H19 Epigenetic Alterations in Mouse Islet Induced by Intrauterine Hyperglycemia [J].
Ding, Guo-Lian ;
Wang, Fang-Fang ;
Shu, Jing ;
Tian, Shen ;
Jiang, Ying ;
Zhang, Dan ;
Wang, Ning ;
Luo, Qiong ;
Zhang, Yu ;
Jin, Fan ;
Leung, Peter C. K. ;
Sheng, Jian-Zhong ;
Huang, He-Feng .
DIABETES, 2012, 61 (05) :1133-1142
[10]   Identification of a Novel lncRNA in Gluteal Adipose Tissue and Evidence for Its Positive Effect on Preadipocyte Differentiation [J].
Divoux, Adeline ;
Karastergiou, Kalypso ;
Xie, Hui ;
Guo, Weimen ;
Perera, Ranjan J. ;
Fried, Susan K. ;
Smith, Steven R. .
OBESITY, 2014, 22 (08) :1781-1785