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Bioinformatics-based identification of potential microRNA biomarkers in frequent and non-frequent exacerbators of COPD

Bioinformatics-based identification of potential microRNA biomarkers in frequent and non-frequent exacerbators of COPD Xiao Liu,1,* Jingge Qu,2,* Weixiao Xue,1 Liangai He,1 Jun Wang,3 Xuejiao Xi,1 ... . Acknowledgments This study was supported by the grants from the Science and Technology Foundation of Shandong Province (grant number: 2007GG3002008, 2015GGH318002 and 2015GSF118064). Xiao Liu and Jingge Qu are the