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Complex Disease Research Methods

Introduction to Genomic Methods for Complex Disease Research

Introduction to Genomic Methods for Complex Disease Research

Complex disease-associated variants are not limited to mutations in the DNA sequence. There are multiple levels of possible sources of variability including transcription and gene expression, and epigenetic modifications. Complex disease research requires the ability to interrogate the genomes, transcriptomes, and epigenomes of multiple individuals across populations to identify genes, gene networks, and pathways that underlie a complex trait. Illumina offers array and NGS solutions and collaborative expertise to support customer success.

Explore Popular Genomic Methods
Application Method Suggested Products

Common Variant Discovery

WGS (whole-genome sequencing)
WGS enables discovery of common variants associated with complex diseases.

Illumina DNA Prep

Human genotyping arrays
Genome-wide genotyping arrays provide a cost-effective solution for common variant discovery through GWAS across and within diverse populations.

Global Screening Array
Global Diversity Array
Infinium OmniZhongHua-8 Kit
Asian Screening Array
Multi-Ethnic Global-8 Kit

Rare Variant Discovery

WGS (whole-genome sequencing)
WGS enables discovery of rare variants associated with complex diseases.

Illumina DNA Prep

WES (whole-exome sequencing)
WES enables discovery of rare variants within gene coding regions.

Illumina DNA Prep with Enrichment

Variant Confirmation

Targeted genotyping arrays
Targeted arrays enable variant discovery within a particular subset of complex diseases.

PsychArray
Immunoarray

Targeted sequencing
Targeted sequencing enables gene variant confirmation as well as novel variant discovery in known genes.

TruSeq Neurodegeneration Panel AmpliSeq for Illumina Custom DNA Panel
TruSight Cardio Sequencing Kit

Gene Expression/Differential Expression

Total RNA-Seq
Total RNA sequencing enables whole-transcriptome analysis including coding and multiple forms of noncoding RNA.

TruSeq Stranded Total RNA

mRNA-Seq
mRNA sequencing enables analysis of coding RNA across the transcriptome for applications such as eQTL mapping.

TruSeq Stranded mRNA

Single-Cell RNA-Seq
Single-cell RNA sequencing enables whole-transciptome analysis of individual cells, revealing differential responses to environmental stimuli, molecular mechanisms of disease, and interactions in the immune response.

SureCell 3' Library Prep Kit for ddSeq

Methylation Profiling

Methylation sequencing
Whole-genome bisulfite sequencing (WGBS) and targeted methylation sequencing (Methyl-Seq) enable a deeper understanding of the methylome.

TruSeq Methyl Capture EPIC

Methylation arrays
Methylation arrays enable cost-effective DNA methylation analysis of coding and noncoding regulatory regions throughout the genome.

Infinium MethylationEPIC Kit

Chromatin Accessibility

ATAC Seq
Assay for Transposase-Accessible Chromatin using Sequencing (ATAC-Seq) enables interrogation of chromatin accessibility genome-wide.

Illumina Tagment DNA TDE1 Enzyme and Buffer Kits

Transcription Factor Binding

ChIP-Seq
Chromatin immunoprecipitation sequencing (ChIP-Seq) enables identification of genome-wide DNA binding sites for transcription factors and other proteins.

TruSeq ChIP Library Prep Kit

Featured Sequencing Platforms

Featured Analysis Products

Featured Complex Disease Literature

Learn valuable insights about the single-cell sequencing
Single-Cell Sequencing Workflow: Critical Steps and Considerations

Want to learn valuable insights about the single-cell sequencing workflow?

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Gene Expression Profiling with RNA-Seq
Gene Expression Profiling with RNA-Seq

RNA sequencing is empowering transcriptomics like never before. Get the complete picture of gene expression profiling here.

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