Opportunities and Challenges of Multiomics Analysis


Creative Commons License

Özcan Kabasakal S.

Food and Environmental -Omics Workshop, Belgrade, Sırbistan Ve Karadağ, 20 - 21 Haziran 2019, ss.19

  • Basıldığı Şehir: Belgrade
  • Basıldığı Ülke: Sırbistan Ve Karadağ
  • Sayfa Sayıları: ss.19

Özet

The multiomics approach by converging diverse omics aspects into a single platform is

getting attention as a new future. The interrelation of different data layers has been

shown to provide multidimensional insights into the biological processes. Through such

a combinatorial approach it becomes much easier to determine the functional

relationships between different data sets. However, it is a challenging approach due

to differences in experimental design, analytical platform and data size. But the

resulting interpretations and findings can help to explore the unseen relationships that

have been hidden on a single platform. Multiomics data integration requires touse

several statistical approaches. In this presentation, we will discuss the potential issues

of integrating data sets as well as conventional and new statistical approaches including

supervised and unsupervised statistical techniques.