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POWERED BY Dr. André Blavier, MD-MS Scientific Director - Interactive Biosoftware, a SOPHiA GENETICS company Genomic data interpretation solution: Alamut powered by SOPHiA

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Page 1: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

POWERED BY

Dr. André Blavier, MD-MSScientific Director - Interactive Biosoftware, a SOPHiA GENETICS company    

Genomic data interpretation solution:Alamut powered by SOPHiA 

Page 2: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

• Variability of the human genome

• Rarity of disease-causing variants

• Limited understanding of molecular mechanisms

→ Interpretation is challenging1/3 of ClinVar variants classified as “Uncertain Significance”

The interpretation challenges

© SOPHiA GENETICS 2018 2

Page 3: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

Diving deep into genomic variants

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Page 4: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

AlignmentAlignment VariantCallingVariantCalling AnnotationAnnotation FilteringFiltering ReportingReporting

Secondary Analysis

……

Tertiary Analysis

Alamut offerings

PrimaryAnalysis

SequencerSequencer

© SOPHiA GENETICS 2018 4

Page 5: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

Alamut database

HUGOGenes

PUBMEDAbstracts

UCSC GENOME BIOINFORMATICSConservation

NCBIREFSEQ

ENSEMBL

GenomeTranscripts DBSNP

GNOMADNHLBI GO ESP1000GCLINVARCOSMIC

Variants

EMBL-EBIINTERPROENSEMBL

DomainsOrthologues

LOVDLSDBs

UNIPROTProteins

Missense variants

© SOPHiA GENETICS 2018 5

Page 6: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

AlignmentAlignment VariantCallingVariantCalling AnnotationAnnotation FilteringFiltering ReportingReporting

PrimaryAnalysis

Secondary Analysis

……

Tertiary Analysis

Alamut offerings

SequencerSequencer

Advanced variant exploration

© SOPHiA GENETICS 2018 6

Page 7: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

Graphic interface

Publicbiological data

Local database

Alamut Genova

Predictionalgorithms

Private data

ReportingVariant datamanagement Shared database

+

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Page 8: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

Main features

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Page 9: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

Full genome browser

Covering the entire human genome

© SOPHiA GENETICS 2018 9

Page 10: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

Full genome browser• Structural variants, CNVs• Intergenic annotations, e.g. regulatory features

© SOPHiA GENETICS 2018 10

Page 11: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

Full genome browser

• Mitochondrial genome

© SOPHiA GENETICS 2018 11

Page 12: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

Gene view

Redesigned to make it better

© SOPHiA GENETICS 2018 12

Page 13: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

New splicing track and predictions

SPiCE (Leman et al. NAR 2018) - soon available

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Page 14: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

Implementation of ACMG/AMP guidelines

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Page 15: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

3D protein visualization

Toward protein level predictions

© SOPHiA GENETICS 2018 15

Page 16: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

Comprehensive report_1

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Page 17: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

Comprehensive report_2

© SOPHiA GENETICS 2018 17

Page 18: Genomic data interpretation solution: Alamut …bioinfo.univ-rouen.fr/seqbio2018/slides/seqbio2018...Alamut database HUGO Genes PUBMED Abstracts UCSC GENOME BIOINFORMATICS Conservation

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