Computational systems biology : methods and protocols /
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| Imprint: | New York : Humana Press : Springer, [2018] ©2018 |
|---|---|
| Description: | 1 online resource (xii, 417 pages) : illustrations (some color) |
| Language: | English |
| Series: | Methods in molecular biology, 1940-6029 ; 1754 Springer protocols Methods in molecular biology (Clifton, N.J.) ; v. 1754. Springer protocols (Series) |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11550374 |
Table of Contents:
- DNA sequencing data analysis / Keyi Long, Lei Cai, and Lin He
- Transcriptome sequencing : RNA-seq / Hong Zhang, Lin He, and Lei Cai
- Capture hybridization of long-range DNA fragments for high-throughput sequencing / Xing Chen, Gang Ni, Kai He, Zhao-Li Ding, Gui-Mei Li, Adeniyi C. Adeola, Robert W. Murphy, Wen-Zhi Wang, and Ya-Ping Zhang
- Introduction and clinical application of cell-free tumor DNA / Jun Li, Renzhong Liu, Cuihong Huang, Shifu Chen, and Mingyan Xu
- Bioinformatics analysis for cell-free tumor DNA sequencing data / Shifu Chen, Ming Liu, and Yanqing Zhou
- Overview of genome-wide association studies / Michelle Chang, Lin He, and Lei Cai
- Integrative analysis of omics big data / Xiang-Tian Yu and Tao Zeng
- Reconstruction and analysis of gene regulatory networks / Guangyong Zheng and Tao Huang
- Differential coexpression network analysis for gene expression data / Bao-Hong Liu
- iSeq : web-based RNA-seq data analysis and visualization / Chao Zhang, Caoqi Fan, Jingbo Gan, Ping Zhu, Lei Kong, and Cheng Li
- Revisit of machine learning supported biological and biomedical studies / Xiang-tian Yu, Lu Wang, and Tao Zeng
- Identifying interactions between long noncoding RNAs and diseases based on computational methods / Wei Lan, Liyu Huang, Dehuan Lai, and Qingfeng Chen
- Survey of computational approaches for prediction of DNA-binding residues on protein surfaces / Yi Xiong, Xiaolei Zhu, Hao Dai, and Dong-Qing Wei
- Computational prediction of protein O-GlcNAc modification / Cangzhi Jia and Yun Zuo
- Machine learning-based modeling of drug toxicity / Jing Lu, Dong Lu, Zunyun Fu, Mingyue Zheng, and Xiaomin Luo
- Metabolomics : a high-throughput platform for metabolite profile exploration / Jing Cheng, Wenxian Lan, Guangyong Zheng, and Xianfu Gao
- Single-cell protein assays : a review / Beiyuan Fan, Junbo Wang, Ying Xu, and Jian Chen
- Data analysis in single-cell transcriptome sequencing / Shan Gao
- Applications of single-cell sequencing for multiomics / Yungang Xu and Xiaobo Zhou
- Progress on diagnosis of tuberculous meningitis / Yi-yi Wang and Bing-di Xie
- Insights of acute lymphoblastic leukemia with development of genomic investigation / Heng Xu and Yang Shu.