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Rigor and Reproducibility in Genetics and Genomics

Peer-reviewed, Published, Cited

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2023
ISBN13: 9780128172186
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Elsevier Science e druk, 2023 9780128172186
€ 185,80
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Samenvatting

Rigor and Reproducibility in Genetics and Genomics: Peer-reviewed, Published, Cited provides a full methodological and statistical overview for researchers, clinicians, students, and post-doctoral fellows conducting genetic and genomic research.

Here, active geneticists, clinicians, and bioinformaticists offer practical solutions for a variety of challenges associated with several modern approaches in genetics and genomics, including genotyping, gene expression analysis, epigenetic analysis, GWAS, EWAS, genomic sequencing, and gene editing. Emphasis is placed on rigor and reproducibility throughout, with each section containing laboratory case-studies and classroom activities covering step-by-step protocols, best practices, and common pitfalls. Specific genetic and genomic technologies discussed include microarray analysis, DNA-seq, RNA-seq, Chip-Seq, methyl-seq, CRISPR gene editing, and CRISPR-based genetic analysis. Training exercises, supporting data, and in-depth discussions of rigor, reproducibility, and ethics in research together deliver a solid foundation in research standards for the next generation of genetic and genomic scientists.

Specificaties

ISBN13:9780128172186
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

<p>SECTION 1 Introduction<br>1. Rigor and reproducibility in genetic research and the effects on scientific reporting and public discourse<br>2. Unveiling the hidden curriculum: Developing rigor and reproducibility values through teaching and mentorship<br> <br>SECTION 2 Genotyping<br>3. Genome-wide association studies (GWAS): hat are they, when to use them?<br>4. GWAS in the learning environment<br>5. Polygenic risk scores and comparative genomics: Best practices and statistical considerations<br>6. DNA sequencing and genotyping in the classroom<br>7. Classroom to career: Implementation considerations for engaging students with meaningful DNA sequencing learning opportunities<br> <br>SECTION 3 Next-generation sequencing & gene expression<br>8. Review of gene expression using microarray and RNA-seq<br>9. Guidelines and important considerations for ‘omics-level studies<br>10. Best practices for statistical analysis of omics data<br>11. Validation of gene expression by quantitative PCR<br><br>SECTION 4 Epigenetic analyses<br>12. Best practices for epigenome-wide DNA modification data collection and analysis<br>13. Best practices for the ATAC-seq assay and its data analysis<br>14. Best practice for ChIP-seq and its data analysis<br>15. A practical guide for essential analyses of Hi-C data<br>16. Epigenetics in the classroom<br><br>SECTION 5 Gene editing technologies<br>17. Genome editing technologies<br>18. Genetic modification of mice using CRISPR-Cas9: Best practices and practical concepts explained<br>19. CRISPR classroom activities and case studies</p>

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        Rigor and Reproducibility in Genetics and Genomics