next generation sequencing in the clinical laboratory · pdf filenext generation sequencing in...
TRANSCRIPT
Next Generation Sequencing in the Clinical Laboratory
Norm Nelson, PhD
Senior Consultant
NCN Enterprises
• What is Next Generation Sequencing (NGS)?
• What are potential applications of NGS in human health care?
• What are some obstacles to implementing NGS in the clinical laboratory?
• Places to find more information about NGS
Agenda
• From Wikipedia: DNA sequencing is the process
of determining the precise order of nucleotides
within a DNA molecule. It includes any method or
technology that is used to determine the order of the
four bases—adenine, guanine, cytosine, and
thymine—in a strand of DNA.
What is DNA Sequencing?
• The human genome is the genetic blueprint of the human body
• The Human Genome Project was formally initiated in October, 1990, with the goal of sequencing the entire genome from one individual
• The project was completed in 2003
• The cost of generating the sequence for one genome was close to $1 billion
• The Sanger method was used to sequence the DNA
The Human Genome Project
• One human genome is not enough to even begin to understand the impact of this genetic information on health care. Thousands of sequences are desired…for starters.
• The Sanger method is too slow and costly to be practical to support generation of this many sequences
• New, “next generation” methods have been developed over the last 10 years that are absolutely breathtaking
What is Next Generation Sequencing (NGS)?
Illumina
HiSeq
2000
Illumina
MiSeq
• Biomarker discovery
• Cancer mutation panels
• Mendelian disorders
• Bacterial ID and susceptibility
• Viral rare variant determination (HIV, etc.)
• HLA tissue typing
• Mystery illnesses (medical odyssey)
Potential applications of NGS in clinical medicine
• NGS technology is still rapidly evolving
– By the time a selected approach is commercialized for use as a diagnostic (product development, clinical trials, FDA approval, etc.) it may be obsolete.
– Full automation with FDA approval takes years and millions of dollars to develop. This could be a wasted investment if the technology changes and the assays can no longer run on the instrument.
– A completely new and novel approach to sequencing that completely changes the way commercialization is pursued could be just around the corner.
Challenges that pose a threat to the adoption of NGS in the clinical arena
NCN Enterprises
• Current workflows not optimal for the clinical laboratory
– Too cumbersome, technically challenging & slow
– Automation not complete
– Prep from real clinical specimen typically not rigorously addressed
– Current workflows platform-specific
– Expensive
– Reagents that meet demanding performance standards may be difficult to manufacture in bulk in an industrial setting
– Reagent stability may not be commercially viable in the diagnostics space
Challenges to clinical adoption, cont’d
• Data manipulation still too challenging
– Significant IT infrastructure required
• This can be somewhat reduced by utilizing The Cloud
– Bioinformatics staff required
– Query against relevant databases cumbersome and not standardized
Challenges to clinical adoption, cont’d
• Interpretation of data problematic
– The physician ordering a test just wants a simple, actionable result they can use to make a treatment decision
• One current protocol for use of NGS data in cancer diagnostics, for example, is to convene a board of experts (oncology, genomics, bioinformatics, pathology, ethics, etc.) to discuss cases one by one and make treatment recommendations
– Clinically validated and adequately annotated databases against which to compare patient data are currently inadequate
– Biomarker sets with demonstrated clinical utility are sorely lacking
Challenges to clinical adoption, cont’d
• Regulatory hurdles
– FDA approval for IVD assays is much more rigorous than for LDTs, RUOs and even CE marked assays
– Regulatory guidelines for approval of NGS-based IVDs are unclear, as this part of the process is in its infancy
– NGS-based assays are inherently highly multiplex, which creates a huge unknown regarding the degree of validation required for FDA approval (will all possible targets require independent validation?)
– Clinical validity vs. clinical utility an issue
Challenges to clinical adoption, cont’d
• Intellectual property protection
– The patentability of genetic biomarkers in question
• Landmark case (still in progress) – ACLU v. Myriad Genetics and the University of Utah Research Foundation,
which hold patents on the genes BRCA1 and BRCA2
– AKA Association for Molecular Pathology, et al. v. U.S. PTO
– Argument – “products of nature”
– 3/10 – A New York federal court ruled the patents invalid
– 7/11 – Appeals court ruled genes patentable but not methods to compare those genes
– 3/12 – Supreme court vacated the appeals court decision and instructed them to reconsider in light of Mayo v. Prometheus
– From a IVD Manufacturer’s perspective, potential lack of patent protection brings into question the value proposition of developing and acquiring FDA approval for NGS-based diagnostic assays
Challenges to clinical adoption, cont’d
• Reimbursement
– Who will pay…and how much?
– The issues of clinical utility and highly multiplexed assays (many answers) raised earlier have huge impact on reimbursement decisions as well
– The assays will be expensive to develop, acquire approval and manufacture, and a cloudy reimbursement picture will once again bring into question the value proposition for an IVD manufacturer
– As with the regulatory piece, the reimbursement issues are in their infancy
Challenges to clinical adoption, cont’d
• Fund directed R&D efforts towards development of a fully automated clinical sample to sequencing-ready template workflow that is rapid, simple, inexpensive and manufacturable
– Ideally should be easily adaptable for use with different sequencing approaches
– Should include automated chip loading interface and ability to easily integrate with the sequencing piece
General strategic roadmap to overcome these challenges
• Engage in a wide variety of clinical collaborations
– Biomarker discovery
– Biomarker validation
– Clinical utility demonstration
– Access to clinical sample sets
– These activities are extremely important in regards to ultimate regulatory approval and reimbursement
General strategic roadmap to overcome these challenges
• Develop proprietary content beyond that which may or may not be patentable
– Database
– Software
– Other…
These features may be key in developing a competitive advantage
General strategic roadmap to overcome these challenges
• Engage early and often in diverse forums and workshops created to discuss these challenges
– National Cancer Institute (NCI)
– Institute of Medicine (IOM)
– Food and Drug Administration (FDA)
– College of American Pathologists (CAP)
– Association for Molecular Pathology (AMP)
– National Human Genome Research Institute (NHGRI)
– American College of Medical Genetics and Genomics (ACMG)
Be part of the solution
General strategic roadmap to overcome these challenges
Is this any longer far fetched? What about this:
• Rapid sample prep and template construction in a disposable microfluidic cartridge
• Sequencing in 15 minutes
• Data workup through a high speed wireless internet connection to a cloud computing center
• Sequence compared against a large and growing database
• Results sent directly to your PDA
• DNA sequencing - Wikipedia, the free encyclopedia
• Human Genome Project Information (http://www.ornl.gov/sci/techresources/Human_Genome/home.shtml)
• All About The Human Genome Project
(http://www.genome.gov/10001772)
• Instrument manufacturers (www.illumina.com/;
www.iontorrent.com/; www.pacificbiosciences.com)
• General information about NGS (http://www.blueseq.com/; http://nextgenseek.com; http://seqanswers.com/forums/index.php)
• NGS for breast cancer recurrence risk (http://dx.plos.org/10.1371/journal.pone.0040092)
• Solution to mystery illness (http://www.illumina.com/documents/icommunity/article_2011_10_SkepticTurnedBeliever.pdf)
• Clinical Sequencing article:
Places to find more information about NGS