Posts Tagged ‘precision medicine’

Overcoming the Exabyte-Sized Obstacles to Precision Medicine

Wolfgang Mertz

CTO of Healthcare, Life Sciences and High performance Computing

As we make strides towards a future that includes autonomous cars and grocery stores sans checkout lines, concepts that once seemed reserved only for utopian fiction, it seems there’s no limit to what science and technology can accomplish. It’s an especially exciting time for those in the life sciences and healthcare fields, with 2016 seeing breakthroughs such as a potential “universal” flu vaccine and CRISPR, a promising gene editing technology that may help treat cancer.

Several of Dell EMC’s customers are also making significant advances in precision medicine, the medical model that focuses on using an individual’s specific genetic makeup to customize and prescribe treatments.

Currently, physicians and scientists are in the research phase of a myriad of applications for precision medicine, including oncology, diabetes and cardiology. Before we are able to realize the vision President Obama shared of “the right treatments at the right time, every time, to the right person” from his 2015 Precision Medicine Initiative, there are significant challenges to overcome.

Accessibility

In order for precision medicine to become available to the masses, this will require researchers and doctors to not only have the technical infrastructure to support genomic sequencing, but the storage capacity and resources to access, view and share additional relevant data as well. They will need to have visibility into patients’ electronic health records (EHR), along with information on environmental conditions and lifestyle behaviors and biological samples. While increased data sharing may sound simple enough, the reality is there is still much work to be done on the storage infrastructure side to make this possible. Much of this data is typically siloed, which impedes healthcare providers’ ability to collaborate and review critical information that could impact a patient’s diagnosis and treatment. To fully take advantage of the potential life-saving insights available from precision medicine, organizations must implement a storage solution that enables high-speed access anytime, anywhere.

Volume

Another issue to confront is the storage capacity needed to house and preserve the petabytes of genomic data, medical imaging, EHR and other data. Thanks to decreased costs of genomic sequencing and more genomes being analyzed, the sheer volume of genomic data alone being generated is quickly eclipsing the storage available in most legacy systems. According to a scientific report by Stephens et. al published in PLOS Biology, between 100 million and two billion human genomes may be sequenced by 2025. This may lead to storage demands of up to 2-40 exabytes since storage requirements must take into consideration the accuracy of the data collected. The paper states that, “For every 3 billion bases of human genome sequence, 30-fold more data (~100 gigabases) must be collected because of errors in sequencing, base calling and genome alignment.” With this exponential projected growth, scale-out storage that can simultaneously manage multiple current and future workflows is necessary now more than ever.

Early Stages 

Finally, while it’s easy to get caught up in the excitement of the advances made thus far in precision medicine, we have to remember this remains a young discipline. At the IT level, there’s still much to be done around network and storage infrastructure and workflows in order to develop the solutions that will make this ground-breaking research readily available to the public, the physician community and healthcare professionals. Third-generation platform applications need to be built to make this more mainstream. Fortunately, major healthcare technology players such as GE and Philips have undertaken initiatives to attract independent software vendor (ISV) applications. With high-profile companies willing to devote time and resources to supporting ISV applications, the more likely it is scientists will have access to more sophisticated tools sooner.

More cohort analysis such as Genomic England’s 100,000 Genomic Project must be put in place to ensure researchers have sufficient data to develop new forms of screening and treatment and these efforts will also necessitate additional storage capabilities.

Conclusion

Despite these barriers, the future remains promising for precision medicine. With the proper infrastructure in place to provide reliable shared access and massive scalability, clinicians and researchers will have the freedom to focus on discovering the breakthroughs of tomorrow.

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TGen Cures Storage Needs with Dell EMC to Advance Precision Medicine

Sasha Paegle

Sasha Paegle

Sr. Business Development Manager, Life Sciences

As the gap between theoretical treatment and clinical application for precision medicine continues to shrink, we’re inching closer to having the practice of doctors using individual human genomes to prescribe specific care strategies become a commonplace reality.

Organizations such as the Translational Genomics Research Institute (TGen), a leading biomedical research institute, are on the forefront of enabling a new generation of life-saving treatments. With innovations from TGen, breakthroughs in genetic sequencing are unraveling mysteries of complex diseases like cancer.

To help achieve its goal to successfully use –omics to prevent, diagnose and treat disease, the Phoenix-based non-profit research institute selected Dell EMC to enhance its IT system and infrastructure to manage its petabyte-size sequencing cluster.

Data Tsunami 

The time and cost of genomic sequencing for a single person has dropped dramatically since the Human Genome Project, which spanned 13 years and cost $1 billion. Today, sequencing can be completed in roughly one day for approximately $1,000. Furthermore, technological advances in sequencing and on the IT front have enabled TGen to increase the number of patients being sequenced from the hundreds to the thousands annually. To handle the storage output from current sequencing technologies and emerging single molecule real-time (SMRT) sequencing, TGen required an infrastructure with the storage capacity and performance to support big data repositories produced by genetic sequencing—even as they grow exponentially.

“When you get more sequencers that go faster and run cheaper, and the more people are being sequenced, you’re going to need more resources in order to process this tsunami of data,” said James Lowey, TGen’s CIO.

TGen stores vast amounts of data generated by precision medicine, such as genetic data and data from wearables including glucose monitors and pain management devices, as well as clinical records and population health statistics. Scientists must then correlate and analyze this information to develop a complete picture of an individual’s illness and potential treatment. This involves TGen’s sequencing cluster churning through one million CPU hours per month and calls for a storage solution that is also able to maintain high availability, which is critical to the around the clock research environment.

Benefits for Researchers

In the coming years, researchers can expect genetic sequences to increase in addition to SMRT sequencing paving the way for larger data volumes.

Lowey notes, “As genetic data continues to grow exponentially, it’s even more important to have an extremely reliable infrastructure to manage that data and make it accessible to the scientists 24/7.”

Having a robust storage infrastructure in place allows researchers to fully devote their time and attention on the core business of science without worrying if there’s enough disk space or processing capacity. It also helps scientists get more precise treatments to patients faster, enabling breakthroughs that lead to life-saving and life-changing medical treatments – the ultimate goal of TGen and like-minded research institutes.

Looking Ahead

With the likelihood of sequencing clusters growing to exabyte-scale, TGen and its peers must continue to seek out an enterprise approach that emphasizes reliability and scalability and ensures high availability of critical data for 24/7 operations.

Lowey summarizes the future of precision medicine and IT by saying, “The possibilities are endless, but the real trick is to build all of that backend infrastructure to support it.”

To learn more about Dell EMC’s work with TGen, check out our video below.

 

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