False Signals Induced By Single Cell Imputation

Charney and Nestler's Neurobiology of Mental Illness

"The genetic investigation into mental illnesses has progressed rapidly since the mapping of the human genome. Driven by advances in genomic profiling technology, massive genomic datasets are powering the discovery of genetic variation associated to complex traits including mental illness. From severe neurodevelopmental disorders to schizophrenia and depression, genetic variation plays some role in risk. Critically, most mental illnesses are complex, multifactorial and the consequence of a combination of genetic and environmental influences. This chapter will introduce the genome, its variation, and the methods used to identify what variants and genes matter for mental illnesses"--

Dynamics and Complexity of Molecular Networks Controlling Cell Fate Decisions

Handbook of Translational Transcriptomics

Handbook of Translational Transcriptomics: Research, Protocols and Applications provides a comprehensive overview of the field of transcriptomics. With an emphasis on the various protocols and techniques available for investigation, it acts as a practical guide to researchers for implementing their own investigations in the field.This book begins with an overview of the past, present, and potential approaches in the field of transcriptomics, with discussions of choosing the correct approach based on the research needed. It also highlights the pros and cons of each approach. Following this, it explores techniques and protocols for investigating specific approaches focusing on RNA sequencing, expression arrays, and gene expression. It then delves into data analysis and offers recommendations, guidelines, and approaches related to data interpretation. This book also considers the translation of transcriptomics to clinical use and applications in molecular diagnostics, biomarkers in medicine, and personalized medicine specific to oncology, as well as biotechnology for pharmaceutical research.Handbook of Translational Transcriptomics: Research, Protocols and Applications is a detailed reference that provides a complete view of transcriptomics, ranging from methods to handling data and medical applications. This book is an invaluable guide for researchers working across molecular biology, genetics, bioinformatics and related fields, as well as graduate and PhD students in these areas. - Features practical guidance and protocols for researchers to replicate transcriptomic methods and techniques, including wet lab techniques. - Includes useful information on analyzing and interpreting transcriptomic data. - Offers a detailed introduction into translational transcriptomics, exploring both coding and noncoding RNAs including microRNA. - Investigates clinical implications of transcriptomics and applications to treating disease. - Considers some experimental and bioinformatic techniques in the field of transcriptomics, as well as more established approaches.