The Role of Big Data in Personalizing the Healthcare Experience: Genomics Part 2

Human Genomics: Then and Now 

Research in the field of genomics has come a long way in the past 60 years. The Human Genome Project (1990-2003) was the pioneering effort in studying the human genome and its effect on disease. It transformed sequencing from a manual process to an automated, computer-based one.

Driven by advances in technology that have dramatically reduced costs, Genome Wide Association Studies (GWAS) is expanding on the Human Genome Project in discovering connections between genes and diseases. GWAS tests single nucleotide polymorphisms (SNPs) for association between genes and diseases. A single nucleotide polymorphism is where there is one nucleotide difference between two genes. For example two sequence DNA fragments, AAGCCTA vs AAGCTTA have one differing nucleotide.

More than 1600 GWAS publications have connected 2000 gene associations with more than 300 common human disease traits.

GWAS hasn’t yet proven directly useful for guiding individual health, but we may be on the brink of changing this. There are three near future clinical applications for GWAS: 1) Predictive models to identify high risk patients, i.e. Type 1 Diabetes patients. 2) Classifying disease subtypes of potential use for more precisely guided clinical trials and targeted treatments. 3) Provide better information for screening drug candidates for toxicity and efficacy before clinical trials.

The Cost of Sequencing

By the time the Human Genome Project was completed, the cost to sequence the human genome was $40 million — down from $95 million just two years earlier. Academics and companies have been working hard to make sequencing affordable and therefore available to the public. Today, an individual human genome can be sequenced for around $5,000, consistently and accurately.

To learn more information and about the companies that are using genomics to improve human health, join us on Sept 18th at 10am PST for the Webinar, using Big Data to Personalize the Healthcare Experience.

Leave a Reply

This site uses Akismet to reduce spam. Learn how your comment data is processed.

0
%d bloggers like this: