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Systems biology of microRNAs in cancer

Schmitz, Ulf.

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Systems biology of microRNAs in cancer

Record Type:	Electronic resources : Monograph/item
Title/Author:	Systems biology of microRNAs in cancer/ edited by Ulf Schmitz, Olaf Wolkenhauer, Julio Vera-Gonzalez.
other author:	Schmitz, Ulf.
Published:	Cham :Springer International Publishing : : 2022.,
Description:	vii, 317 p. :ill., digital ;24 cm.
[NT 15003449]:	Chapter 1. The Role of MicroRNAs in Cancer Biology and Therapy from a Systems Biology Perspective -- Chapter 2. Circulating MicroRNAs as Cancer Biomarkers in Liquid Biopsies -- Chapter 3. Regulation of Immune Cells by MicroRNAs and MicroRNA-Based Cancer Immunotherapy -- Chapter 4. Machine-Learning-Based Methods and Best Practices of MicroRNA-Target Prediction and Validation -- Chapter 5. Turning Data to Knowledge: Online Tools, Databases and Resources in MicroRNA Research -- Chapter 6. Bioinformatics Methods for Modeling MicroRNA Regulatory Networks in Cancer -- Chapter 7. Analysis of the p53/MicroRNA Network in Cancer -- Chapter 8. Machine Learning Using Gene-Sets to Infer miRNA Function -- Chapter 9. miRNA:miRNA Interactions: A Novel Mode of miRNA Regulation and Its Effect on Disease -- Chapter 10. ClustMMRA v2: A Scalable Computational Pipeline for the Identification of MicroRNA Clusters Acting Cooperatively on Tumor Molecular Subgroups -- Chapter 11. 3D Modeling of Non-coding RNA Interactions.
Contained By:	Springer Nature eBook
Subject:	Cancer - Genetic aspects -
Online resource:	https://doi.org/10.1007/978-3-031-08356-3
ISBN:	9783031083563

Systems biology of microRNAs in cancer
Systems biology of microRNAs in cancer[electronic resource] /edited by Ulf Schmitz, Olaf Wolkenhauer, Julio Vera-Gonzalez. - Cham :Springer International Publishing :2022. - vii, 317 p. :ill., digital ;24 cm. - Advances in experimental medicine and biology,13852214-8019 ;. - Advances in experimental medicine and biology ;1385..

Chapter 1. The Role of MicroRNAs in Cancer Biology and Therapy from a Systems Biology Perspective -- Chapter 2. Circulating MicroRNAs as Cancer Biomarkers in Liquid Biopsies -- Chapter 3. Regulation of Immune Cells by MicroRNAs and MicroRNA-Based Cancer Immunotherapy -- Chapter 4. Machine-Learning-Based Methods and Best Practices of MicroRNA-Target Prediction and Validation -- Chapter 5. Turning Data to Knowledge: Online Tools, Databases and Resources in MicroRNA Research -- Chapter 6. Bioinformatics Methods for Modeling MicroRNA Regulatory Networks in Cancer -- Chapter 7. Analysis of the p53/MicroRNA Network in Cancer -- Chapter 8. Machine Learning Using Gene-Sets to Infer miRNA Function -- Chapter 9. miRNA:miRNA Interactions: A Novel Mode of miRNA Regulation and Its Effect on Disease -- Chapter 10. ClustMMRA v2: A Scalable Computational Pipeline for the Identification of MicroRNA Clusters Acting Cooperatively on Tumor Molecular Subgroups -- Chapter 11. 3D Modeling of Non-coding RNA Interactions.

This book provides an update on the latest development in the field of microRNAs in cancer research with an emphasis on translational research. Since the early 2000s, microRNAs have been recognized as important and ubiquitous regulators of gene expression. Soon it became evident that their deregulation can cause human diseases including cancer. This book focuses on the emerging opportunities for the application of microRNA research in clinical practice. In this context, computer models are presented that can help to identify novel biomarkers, e.g. in circulating microRNAs, and tools that can help to design microRNA-based therapeutic interventions. Other chapters evaluate the role of microRNAs in immunotherapy, immune responses and drug resistance. Covering key topics on microRNAs in cancer research this book is a valuable resource for both emerging and established microRNA researchers who want to explore the potential of microRNAs as therapeutic targets or co-adjuvants in cancer therapies.

ISBN: 9783031083563

Standard No.: 10.1007/978-3-031-08356-3doiSubjects--Topical Terms:

3608458
Cancer
--Genetic aspects

LC Class. No.: RC268.4

Dewey Class. No.: 616.99042

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245 0 0 $a Systems biology of microRNAs in cancer $h [electronic resource] / $c edited by Ulf Schmitz, Olaf Wolkenhauer, Julio Vera-Gonzalez.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a vii, 317 p. : $b ill., digital ; $c 24 cm.
490 1 $a Advances in experimental medicine and biology, $x 2214-8019 ; $v 1385
505 0 $a Chapter 1. The Role of MicroRNAs in Cancer Biology and Therapy from a Systems Biology Perspective -- Chapter 2. Circulating MicroRNAs as Cancer Biomarkers in Liquid Biopsies -- Chapter 3. Regulation of Immune Cells by MicroRNAs and MicroRNA-Based Cancer Immunotherapy -- Chapter 4. Machine-Learning-Based Methods and Best Practices of MicroRNA-Target Prediction and Validation -- Chapter 5. Turning Data to Knowledge: Online Tools, Databases and Resources in MicroRNA Research -- Chapter 6. Bioinformatics Methods for Modeling MicroRNA Regulatory Networks in Cancer -- Chapter 7. Analysis of the p53/MicroRNA Network in Cancer -- Chapter 8. Machine Learning Using Gene-Sets to Infer miRNA Function -- Chapter 9. miRNA:miRNA Interactions: A Novel Mode of miRNA Regulation and Its Effect on Disease -- Chapter 10. ClustMMRA v2: A Scalable Computational Pipeline for the Identification of MicroRNA Clusters Acting Cooperatively on Tumor Molecular Subgroups -- Chapter 11. 3D Modeling of Non-coding RNA Interactions.
520 $a This book provides an update on the latest development in the field of microRNAs in cancer research with an emphasis on translational research. Since the early 2000s, microRNAs have been recognized as important and ubiquitous regulators of gene expression. Soon it became evident that their deregulation can cause human diseases including cancer. This book focuses on the emerging opportunities for the application of microRNA research in clinical practice. In this context, computer models are presented that can help to identify novel biomarkers, e.g. in circulating microRNAs, and tools that can help to design microRNA-based therapeutic interventions. Other chapters evaluate the role of microRNAs in immunotherapy, immune responses and drug resistance. Covering key topics on microRNAs in cancer research this book is a valuable resource for both emerging and established microRNA researchers who want to explore the potential of microRNAs as therapeutic targets or co-adjuvants in cancer therapies.
650 0 $a Cancer $x Genetic aspects $x Research. $3 3608458
650 0 $a MicroRNA $x Health aspects. $3 3608459
650 0 $a Systems biology. $3 905904
700 1 $a Schmitz, Ulf. $3 3608454
700 1 $a Wolkenhauer, Olaf. $3 3608455
700 1 $a Vera-Gonzalez, Julio. $3 3608456
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Advances in experimental medicine and biology ; $v 1385. $3 3608457
856 4 0 $u https://doi.org/10.1007/978-3-031-08356-3
950 $a Biomedical and Life Sciences (SpringerNature-11642)