Abstract

Delineation of underlying genomic and genetic factors in a specific disease may be valuable in establishing a definitive diagnosis and may guide patient management and counseling. In addition, genetic information may be useful in identification of at risk family members. Gene mapping and initial genome sequencing data enabled the development of microarrays to analyze genomic variants. The goal of this review is to consider different generations of sequencing techniques and their application to exome sequencing and whole genome sequencing and their clinical applications. In recent decades, exome sequencing has primarily been used in patient studies. Discussed in some detail, are important measures that have been developed to standardize variant calling and to assess pathogenicity of variants. Examples of cases where exome sequencing has facilitated diagnosis and led to improved medical management are presented. Whole genome sequencing and its clinical relevance are presented particularly in the context of analysis of nucleotide and structural genomic variants in large population studies and in certain patient cohorts. Applications involving analysis of cell free DNA in maternal blood for prenatal diagnosis of specific autosomal trisomies are reviewed. Applications of DNA sequencing to diagnosis and therapeutics of cancer are presented. Also discussed are important recent diagnostic applications of DNA sequencing in cancer, including analysis of tumor derived cell free DNA and exosomes that are present in body fluids. Insights gained into underlying pathogenetic mechanisms of certain complex common diseases, including schizophrenia, macular degeneration, neurodegenerative disease are presented. The relevance of different types of variants, rare, uncommon, and common to disease pathogenesis, and the continuum of causality, are addressed. Pharmogenetic variants detected by DNA sequence analysis are gaining in importance and are particularly relevant to personalized and precision medicine.

Highlights

  • Delineation of underlying genomic and genetic factors in a specific disease may be valuable in establishing a definitive diagnosis and may guide patient management and counseling

  • Availability of the reference human genome sequence enabled the generation of oligonucleotide probes and short sequence markers (SNPs) mapped to specific chromosome positions that could be used to generate microarray platforms to analyze DNA from specific patients to search for genomic copy number variants and genomic structural variants

  • Through collection of data from large numbers of healthy individuals in populations and through archiving of data in publications, bioinformatics resources have been established that facilitate assessment of the likelihood that a particular genomic variant or sequence variant found in a particular patient is of pathologic significance

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Summary

Moyra Smith *

Genetics and Genomic Medicine, Pediatrics, School of Medicine, University of California, Irvine, CA, USA. Delineation of underlying genomic and genetic factors in a specific disease may be valuable in establishing a definitive diagnosis and may guide patient management and counseling. Whole genome sequencing and its clinical relevance are presented in the context of analysis of nucleotide and structural genomic variants in large population studies and in certain patient cohorts. Applications involving analysis of cell free DNA in maternal blood for prenatal diagnosis of specific autosomal trisomies are reviewed. Applications of DNA sequencing to diagnosis and therapeutics of cancer are presented. Discussed are important recent diagnostic applications of DNA sequencing in cancer, including analysis of tumor derived cell free DNA and exosomes that are present in body fluids. Pharmogenetic variants detected by DNA sequence analysis are gaining in importance and are relevant to personalized and precision medicine

INTRODUCTION
DNA Sequence Analysis Proceeding Cautiously
DIFFERENT GENERATIONS OF SEQUENCING TECHNIQUES
SECOND GENERATION SEQUENCING OF EXOMES
Exon Capture Methods
Clinical Outcome Following Exome Sequencing
DEFINING MUTATIONS AS PATHOGENIC
Challenges of Investigating DNA Sequence Variants in Human Disease
DNA Sequencing in Analysis of Unexplained Rare Abnormal Metabolic Phenotypes
COMPARING MICROARRAY DATA EXOME SEQUENCING AND WHOLE GENOME SEQUENCING DATA
INTERPLAY BETWEEN DIFFERENT VARIANT TYPES
DIVERSITY OF GENETIC ARCHITECTURE
THE CONTINUUM OF CAUSALITY
GENETIC VARIANTS IN CANCER
Sequencing and Liquid Biopsy in Cancer
DNA Sequencing in Analysis of Schizophrenia
Macular Degeneration
Other Risk Factors in Alzheimer Disease
Whole Genome Sequencing
Structural Variations in Population Genomic Sequencing Studies
PRECISION AND PERSONALIZED MEDICINE
Findings
CONCLUSION
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