Computer Engineering and Applications ›› 2021, Vol. 57 ›› Issue (23): 1-17.DOI: 10.3778/j.issn.1002-8331.2106-0341

• Research Hotspots and Reviews • Previous Articles     Next Articles

Review on Integration Analysis and Application of Multi-omics Data

ZHONG Yating, LIN Yanmei, CHEN Dingjia, PENG Yuzhong, ZENG Yuanpeng   

  1. Key Laboratory of Scientific Computing and Intelligent Information Processing of Guangxi Universities, College of Computer and Information Engineering, Nanning Normal University, Nanning 530100, China
  • Online:2021-12-01 Published:2021-12-02



  1. 南宁师范大学 计算机与信息工程学院 科学计算与智能信息处理广西高校重点实验室,南宁 530100


With the continuous emergence and popularization of new omics sequencing technology, a large number of omics data have been produced, which is of great significance for people to further study and reveal the mysteries of life. Using multi-omics data to integrate and analyze life science problems can obtain more abundant and more comprehensive information related to life system, which has become a new direction for scientists to explore the mechanism of life. This paper introduces the research background and significance of multi-omics data integration analysis, summarizes the methods of data integration analysis of multiomics in recent years and the applied research in related fields, and finally discusses the current existing problems and future prospects of multi-omics data integration analysis methods.

Key words: multi-omics data, omics data analysis, biological information, data integration



关键词: 多组学数据, 组学数据分析, 生物信息, 数据整合