Combining Asynchronous Task Parallelism and Intel SGX for Secure Deep Learning
Meeting summary and thoughts on annotating genetic variation
1. Meeting summary and thoughts
Garry Cutting, MD
McKusick Nathans Institute of Genetic Medicine
Johns Hopkins
sharing data · reducing disease
an NGO Official Partner of UNESCO
2. Kudos
Scientific Programme Committee
Richard G. H. Cotton (Melbourne, Australia)
Raymond Dalgleish (Leicester, United Kingdom)
Johan T. den Dunnen (Leiden, Netherlands)
Marc Greenblatt (Burlington, VT, United States)
Aida Falcon de Vargas (Caracas, Venezuela)
Finlay Macrae (Melbourne, Australia)
Martina Witsch-Baumgartner (Innsbruck, Austria)
Organising Secretariat
Rania Horaitis, ICO
Heather Howard, ICO
Helen Robinson , ICO
Timothy Smith, ICO
Casimiro Vizzini, UNESCO
4. Annotating variation in the human genome
• The challenge
• Potential solutions
The Cambridge Wine Blogger
http://cambridgewineblogger.blogspot.com/2011/06/on-
breadth-vs-depth-in-tasting.html
9. Rapid increase in the number of genes
associated with mendelian phenotypes
Source: OMIM
Years
Numberofgenes
10. Number of variants reported per gene in the
Leiden Open Variation Database (LOVD)
Variants from LOVD databases version 2.0-24 or higher and with properly configured reference sequences were used to extract the number of unique
alleles reported per gene. If a gene was present in multiple databases (duplicate instances), the raw data was parsed such that the highest number of
variants per a given gene was reported. Data courtesy of Ivo F.A.C. Fokkema and Johan T. den Dunnen.
Figures courtesy of Melissa Lee Cutting GR AJHG 2014
11. • Increasing number of genes associated
with mendelian disease
• Increasing number of variants per gene
Perfect Storm of Variants
12. Interpretive gap: Difference between
rate of variant discovery and rate of
variant annotation
Variants identified
Interpretive
gap
Annotated
Cost of sequencing
Time
$$
Cutting GR AJHG 2014
13. Quantifying the interpretive gap
CFTR
137 for OMIM, 1301 for HGMD, 345 for LOVD
HBA1
HBB
Gene matched counts of variants per gene, sorted by length
33. Variant Annotation Projects
• INSiGHT: International Society for Gastrointestinal
Hereditary Tumors
– Mismatch repair genes (Thompson et al Nat Genet 2014)
• CFTR2: Clinical and Functional Translation of CFTR
– CFTR (Sosnay et al Nat Genet 2013)
• ENIGMA :Evidence-based Network for the
Interpretation of Germline Mutant Alleles
– BRCA 1/2
sharing data · reducing disease
an NGO Official Partner of UNESCO