TY - CHAP
T1 - RNA systems biology for cancer
T2 - From diagnosis to therapy
AU - Amirkhah, Raheleh
AU - Farazmand, Ali
AU - Wolkenhauer, Olaf
AU - Schmitz, Ulf
N1 - Publisher Copyright:
© Springer Science+Business Media New York 2016.
PY - 2016
Y1 - 2016
N2 - It is due to the advances in high-throughput omics data generation that RNA species have re-entered the focus of biomedical research. International collaborate efforts, like the ENCODE and GENCODE projects, have spawned thousands of previously unknown functional non-coding RNAs (ncRNAs) with various but primarily regulatory roles. Many of these are linked to the emergence and progression of human diseases. In particular, interdisciplinary studies integrating bioinformatics, systems biology, and biotechnological approaches have successfully characterized the role of ncRNAs in different human cancers. These efforts led to the identification of a new tool-kit for cancer diagnosis, monitoring, and treatment, which is now starting to enter and impact on clinical practice. This chapter is to elaborate on the state of the art in RNA systems biology, including a review and perspective on clinical applications toward an integrative RNA systems medicine approach. The focus is on the role of ncRNAs in cancer.
AB - It is due to the advances in high-throughput omics data generation that RNA species have re-entered the focus of biomedical research. International collaborate efforts, like the ENCODE and GENCODE projects, have spawned thousands of previously unknown functional non-coding RNAs (ncRNAs) with various but primarily regulatory roles. Many of these are linked to the emergence and progression of human diseases. In particular, interdisciplinary studies integrating bioinformatics, systems biology, and biotechnological approaches have successfully characterized the role of ncRNAs in different human cancers. These efforts led to the identification of a new tool-kit for cancer diagnosis, monitoring, and treatment, which is now starting to enter and impact on clinical practice. This chapter is to elaborate on the state of the art in RNA systems biology, including a review and perspective on clinical applications toward an integrative RNA systems medicine approach. The focus is on the role of ncRNAs in cancer.
KW - Bioinformatics tools
KW - Biomarker prediction
KW - Integrative workflows
KW - MicroRNA
KW - Non-coding RNA
KW - Systems biology methods
KW - Therapeutic target identification
UR - https://www.scopus.com/pages/publications/84950104412
U2 - 10.1007/978-1-4939-3283-2_14
DO - 10.1007/978-1-4939-3283-2_14
M3 - Chapter
C2 - 26677189
AN - SCOPUS:84950104412
T3 - Methods in Molecular Biology
SP - 305
EP - 330
BT - Methods in Molecular Biology
PB - Humana Press Inc.
ER -