EQTL analysis : methods and protocols /: methods and protocols. (2020)

• Record Type: Book
• Further Information: Note: Edited by Xinghua Mindy Shi.
• Editors: Shi, Xinghua Mindy
• Contents: Part I: Foundations 1. Introductory Methods for eQTL Analyses Conor Nodzak 2. Performing QTL and eQTL Analyses with the R-package GenomicTools Daniel Fischer 3. eQTL Mapping using Transcription Factor Affinity Elisa Mariella, Elena Grassi, and Paolo Provero 4. Identification and Quantification of Splicing Quantitative Trait Loci Ankeeta Shah and Yang I. Li 5. Genome-wide Composite Interval Mapping (GCIM) of Expressional Quantitative Trait Loci in Backcross Population Yuan-Ming Zhang 6. Combining eQTL and SNP Annotation Data to Identify Functional Noncoding SNPs in GWAS Trait-associated Regions Stephen A. Ramsey, Zheng Liu, Yao Yao, and Benjamin Weeder 7. Statistical and Machine Learning Methods for eQTL Analysis Junjie Chen and Conor Nodzak 8. Sparse Regression Models for Unraveling Group and Individual Associations in eQTL Mapping Wei Cheng, Xiang Zhang, and Wei Wang 9. Exploring Bayesian Approaches to eQTL Mapping through Probabilistic Programming Dimitrios V. Vavoulis 10. High-order Association Mapping for Expression Quantitative Trait Loci Huaizhen Qin, Weiwei Ouyang, and Jinying Zhao 11. Integration of Multi-omics Data for Expression Quantitative Trait Loci (eQTL) Analysis and eQTL Epistasis Mingon Kang and Jean Gao 12. Sparse Partial Least Squares Methods for Joint Modular Pattern Discovery Jinyu Chen and Shihua Zhang Part II: Applications 13. Expression Quantitative Trait Loci (eQTL) Analysis in Cancer Yaoming Liu, Youqiong Ye, Jing Gong, and Leng Han 14. QTL Analysis Beyond eQTLs Jia Wen and Conor Nodzak 15. Quantitative Trait Loci (QTL) Mapping Kara E. Powder 16. Expression Quantitative Trait Loci Analysis in Multiple Tissues Gen Li 17. Tissue Specific eQTL in Zebrafish Kimberly Dobrinski.
• Publisher Details: New York, NY : Humana Press
• Publication Date: 2020
• Extent: 1 online resource (x, 252 pages), illustrations (some color)
• Subjects: 572.8; Genetics -- Laboratory manuals; Genomics -- Laboratory manuals; Electronic books
• Languages: English
• ISBNs: 9781071600269; 1071600265
• Related ISBNs: 9781071600252
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed January 14, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.