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NEW PLATFORM FOR IN SILICO PROFILING
S.A.F.AN. BIOINFORMATICSLuisa Pugliese, PhD, Owner, CEOwww.safan-bioinformatics.it
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S.A.F.AN. BIOINFORMATICSStructural And Functional ANalysis
• Research bioinformatics company
• Created in 2004
• Located in Torino, Italy
• Eighteen years of experience in Italian and European Universities
• Collaborating with major Italian pharmaceutical companies
• Participating in European Research projects
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OUR MISSION
• Use computational methods to explore small molecule binding to pharmaceutical targets
• Screen compounds for new drugs or drugs repositioning ahead of more in-depth studies for a better success rate
• Experimental-like accuracy at a lower cost and with computational turnaround time
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In Silico Profiling: SAFAN-ISP
• 12 different functional classes• 3100 targets
• 300K compounds
• 66K fragments
• 500K bioactivity information
Patentable products
Functional classes
Targets
Adhesion 10
Auxiliary Transport 9
Enzyme 2129
GPCRs 469
Ion Channels 188
Other Membrane Targets
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Other Nuclear Targets 6
Secreted Proteins 27
Structural Proteins 6
Surface Antigens 14
Transcription Factors 88
Transporters 122
Unclassified 387
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HOW SAFAN-ISP WORKS
• Proprietary algorithms to forecast small molecules:protein affinity through fragments weight assignment
• Proprietary fragments database
• Refactored bioactivity database derived from public data
• Big data analysis to match your compound to knowledge base
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DATA SET:• 5943 COMPOUNDS• 7351 INTERACTIONS• 4.5 AVERAGE NUMBER OF EXPERIMENTS REPLICATION
SAFAN-ISP VS. EXPERIMENTAL ERROR
Similar error distribution means similar precision
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PROFILING TECHNOLOGIES
TECHNOLOGY
COMPANY
√ √ √ √
CHEMOTARGETS √ √ √ X X X
GVK BIOSCIENCE √ X X X X X
THOMPSON REUTER √ √ X X X X
ELSERVIER √ X X X X X
NUMEDICUS Ldt √ X X X X X
EUROFINS BIOPRINT √ X X X X X
CRESSET X √ X X X X
SOM BIOTECH X √ X X X X
DATABASE ANALYSIS:
IMPORTANT INFORMATION
NO NEW PATENTS
COMPUTATIONAL CHEMISTRY
PREDICTIONS: NEW IP & NEW
PATENTS
QUANTITATIVE SCORING:
DIRECT COMPARISON
WITH EXPERIMENTAL
DATA
SPECIFIC FRAGMENTS:
GOOD RESULTS AT LOW
SIMILARITY. NEW PATENTS
FAST CHIRAL ANALYSIS
HIGH SPEED PEPTIDE ANALYSIS
SAFAN BIOINFORMATICS
work in progress
work in progress
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S.A.F.A.N. delivered results in less than a month:Biotech halted the project
• French Biotech want to in-license a potent and selective Phosphodiesterase inhibitor
• SAFAN analyzed the molecule versus related enzyme subtypes
• SAFAN in-silico results: the molecule is not selective
• Results confirmed in lab experiments
CASE STUDY 1
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CASE STUDY 2
Euroqsar 2016, Verona, Italy - September 4-8, 2016
● Three compounds from Boehringer Ingelheim
● Experimental data on original target known to
Boehringer Ingelheim
● No info provided to SAFAN
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Advantages
● Quantitative and true predictions
● Average errors comparable to experimental ones
● Classical structural bioinformatics methods can
support SAFAN-ISP analysis
● Your results are patentable
● Fast
● Costs savings
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S.A.F.AN. BIOINFORMATICS can help you
● Evaluate small molecules to be in-licensed
● Evaluate small molecules to be out-licensed
● Find unknown side effects
● Determine (new) drug-target interactions
● Reposition a drug
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CONTACTS
LUISA PUGLIESE, OWNER, CEO
S.A.F.AN. BIOINFORMATICS
VIA FULVIO CROCE 23/B TORINO
+390112767365
www.safan-bioinformatics.it