Single-Cell Genomics: From Cell to Shell: Population Genomics
Editat de Parwinder Kaur, Om P. Rajoraen Limba Engleză Hardback – 13 iun 2025
Single-cell genomics, transcriptomics and epigenomics research is providing new insights into inter-cellular population genomic diversity, heterogeneity, specialization, taxonomy, spatial and temporal gene regulation, and cellular and organismal development and evolution. It is facilitating plant breeding, understanding of human disease conditions and personalized medicine. This book discusses the perspectives, progress, and promises of single-cell genomics, transcriptomics and epigenomics research and applications in addressing the above and other key biological aspects in all organisms. It establishes the current state-of-the-field and serves as the foundation for future developments in single-cell genomics, transcriptomics, and epigenomics.
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Specificații
ISBN-13: 9783030409500
ISBN-10: 3030409503
Ilustrații: X, 390 p. 150 illus., 100 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția:1st ed. 2025
Editura: Springer International Publishing
Colecția Springer
Seria Population Genomics
Locul publicării:Cham, Switzerland
ISBN-10: 3030409503
Ilustrații: X, 390 p. 150 illus., 100 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția:1st ed. 2025
Editura: Springer International Publishing
Colecția Springer
Seria Population Genomics
Locul publicării:Cham, Switzerland
Cuprins
Preface.- Single-Cell Genomics, Transcriptomics and Epigenomics: Current State and Future Perspectives.- Single-cell genomics.- Single-cell transcriptomics.- Single-cell epigenomics.- Single-cell metagenomics.- Single-cell Hi-C.- Single-cell ATAC-Seq.- Practical considerations for designing single-cell experiments.- Visualization of single-cell genomic, transcriptomic and epigenomic data.- Addressing the problem of large single-cell genomic, transcriptomic and epigenomic data.- Data analysis tools and statistical methods.- Role of Artificial Intelligence (AI) and deep learning.- Overview of clustering methods and batch effects in single-cell RNA Sequencing.- Best practices for single-cell RNA-Seq data analysis.- Advanced disease modeling.- Tracking mutations, copy number variations, and chromosomal aberrations at the single-cell level.- Defining cell types and states from single-cell genomics.- Unravelling single cell heterogeneity using single-cell RNA sequencing and understanding function of cellular specialization.- Building a taxonomy of the cells.- Characterization of the epigenetic landscape of cellular populations.- Microbial population genetics using single-cell genomics.- Spatial and temporal gene regulation dynamics at the single-cell level.- Single-cell spatial and temporal gene expression patterns in mice.- Single-cell spatial and temporal gene expression patterns in humans.- New insights into cellular development and evolution from single-cell genomics.- Assessing embryo development and regeneration via single-cell RNA-Seq.- Reconstructing lineages from single-cell genomics.- Understanding human diseases using single-cell omics approaches.- Single-cell omics for personalized medicine.- Advanced understanding of cancer using single-cell transcriptomics.- Dissecting Alzheimer's disease at the single-cell level.- Single-cell mass cytometry of differential immune and drug responses.- Challenges and opportunities of single-cell genomics, transcriptomicsand epigenomics in plants.- Systems biology of plants at the single-cell level.- Single-cell genomics for new and enhanced green revolution.- Single-cell genome, transcriptome and epigenome sequencing.- Integration and harmonization of single-cell genomic, transcriptomic and epigenomic data.- Integration of single cell RNA-Seq with CRISPR/Cas9.- Index.
Notă biografică
Dr. Om P. Rajora
Professor
University of New Brunswick
Faculty of Forestry and Environmental Management
Fredericton, NB
Canada
Dr. Parwinder Kaur
Associate Professor
The University of Western Australia
Faculty of Science
Perth, Western Australia
Australia
Caracteristici
Provides the first book on Single-Cell Genomics, a rapidly-evolving genomics discipline Provides a study resource of developed technologies and our current understanding of cell to shell Compiles chapter contributions from experts in biology, genomic cytometry, medicine, plants, animals, genomics, transcriptomics, epigenomics, technological development, and computation Easily accessible to a wide readership, covering species across the tree of life and ensuring a global approach