Therapeutic areas of expertise Certara’s Capabilities · Advanced text analytics delivers value...
Transcript of Therapeutic areas of expertise Certara’s Capabilities · Advanced text analytics delivers value...
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1© Copyright 2018 Certara, L.P. All rights reserved.
Our Mission
Enable superior drug development and patient
care decision-making
through model-informed drug development,
regulatory science, real world evidence and
knowledge integration,
thus optimizing R&D productivity,
commercial value and patient outcomes
Therapeutic areas of expertise
Model-informed Drug
Development Market Leader
Certara’s Capabilities
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2© Copyright 2018 Certara, L.P. All rights reserved.
QSP Journey at Certara to-date
Consulted for ~50 Pharma organisations
since 2011
Immuno-Oncology Consortium
Immunogenecity Consortium
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Cambridge-based non-profit.
Aim: to extract all facts from the published scientific
literature and make them Openly available for all.
Advocacy
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getpapers (on EPMC) + AMI: reviewing in minutes…
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CM searches & fulltext-indexes
Open literature with WikiData
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Rapid Systematic Reviews
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• Neglected Tropical Diseases (Wikimedia)
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• Dinosaur name-game for kids!
17 million EPMC articles indexed in WikiFactMine
-query “Zika virus”; dictionaries: country virus species
(100 articles download 2 sec), Dashboard 1 min
Link to EPMC Countries Virus Species Word cloud
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Copyright ©2018. All Rights Reserved. Confidential Databiology Ltd.Page ▪ 1
Distributed
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Copyright ©2018. All Rights Reserved. Confidential Databiology Ltd.Page ▪ 2
Databiology: Biomedical Information Management & Process Orchestration
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DNA Sequencing Chip Digital Geologywith Machine Learning
MicrobiomeCharacterization
SemiconductorDefect Detectionwith Deep Learning
Canopy GeoGeoscience Data Fusion and Analysis
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Interested?Come talk to me or get in touch!
Jenni PortmanTech Lead, Life Sciences Solutions Group
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Global Gene Corp
EBI SME Forum - Flash Talk
Paul Matthews, Head of Strategic Partnerships
1st November 2018
This presentation is solely for the use of the intended audience. No part of this may be circulated, quoted, or reproduced without prior written approval from “Global Gene Corporation pte ltd”. This material was used by “Global Gene Corporation pte ltd” during an oral presentation; it is not a complete record of the discussion. This document contains forward plans that are proprietary and confidential and cannot be shared with a third party. The financials presented are estimates and indicative.
“We are democratizing genomics to positively disrupt health outcomes for everyone”
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Services and tools:We make use of a number of public services and data sets. They include, but are not limited to:
* Ensembl * EVA * EBI ontology services (OLS, zooma)* EuropePMC * Open Targets
Challenges:* Preserving anonymity e.g. if we request info about a specific set of genomic variants to Ensembl's REST service, this can technically be enough to re-identify an individual. So far the solution has been to replicate the services/data on private servers - it would be GREAT if this were made easier e.g. with publicly available and replicable docker images
* Accessing data or software that is restricted to academic use or behind access committees e.g. data sets in EGA that would be hugely valuable to us but not available to commercial companies
* Efficiently combining and using these services with in-house pipelines and software
GGC: EMBL-EBI services and tools
Strictly Private & Confidential© Global Gene Corp
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Who we are…
• Role: Director & Principal Consultant• Founded: in 2011 after 28 years at Pfizer• Email: [email protected]• Web: http://www.ianharrowconsulting.com• LinkedIn: https://uk.linkedin.com/in/ianharrow• OrcID: http://orcid.org/0000_0003_0109_0522
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What we do…
Two long term projects
• Project Manager for– 2015 to present (2019 phase 4 planned)
• Partner for Centre of Excellence
– 2015 to present (2021 H2020 funded – but Brexit?)
Life Science sector Client examples YearPharma & Agri-Food MedImmune, Unilever, Boehringer 2012, 2014, 2016
Technology SMEs Retrogenix, Silence Therapeutics 2012, 2014
Analytics vendors Linguamatics, SciBite, Eagle Genomics,
Elsevier RELX
2012 to 2017
many
partners
Visible player Pistoia UXLS and FAIR for Industry, GO-FAIR Rare
Disease Implementation Network (industry connection)
Consultancy services (under NDA) – Data analytics for drug discovery
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I2E Transforms Text into Actionable Insights
1
Turn textInto structured data
using sophisticated queries
Analytics
To driveanalytics
Enterprise Warehouse
Natural Language Processing – Ontologies – Statistical Methods –Machine Learning - Chemistry –Regular Expressions – etc.
Linguamatics transforms unstructured data in healthcare & life sciences into insights to advance human health
Copyright © Linguamatics 2018 Information Classification: EXTERNAL
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Solutions and Applications in Life Sciences
Advanced text analytics delivers value along the pipeline
2
Gene-disease mapping
Target ID/selection
Mutation/expression analysis
Toxicity analysis and prediction
Biomarker discovery
Drug repurposing
Patent analysis
KOL identification
Opportunity scouting
Trial site selection and study design
Safety Competitive intelligence
Pharmacovigilance
Voice of the Customer analysis
Comparative Effectiveness
Regulatory Submission QC HEOR
SAR
Social media analysis
IDMP
Real World Evidence
Copyright © Linguamatics 2018 Information Classification: EXTERNAL
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Flash Talk, EBI SME Forum, Hinxton, UK, 1st November 2018
NextMove Software LimitedInnovation Centre (Unit 23), Cambridge Science Park
https://www.nextmovesoftware.com/
We develop and sell cheminformatics softwaresolutions to pharmaceutical industry problems.
Roger Sayle, [email protected] O’Boyle, [email protected] Mayfield, [email protected]
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Flash Talk, EBI SME Forum, Hinxton, UK, 1st November 2018
nextmove software’s products
1. (Patent) Chemical Entity Mining(LeadMine/PatFetch/CaffeineFix) 2. Reaction Informatics/ELN Export
(HazELNut/NameRxn/Pistachio)
3. Biologics Informatics/Search(Sugar & Splice)
4. Graph Edit Distance (MCS) Search(SmallWorld/Arthor)
6. Matched Molecular Series(Matsy/StarDrop™)
5. ELN Reactive Hazard Alerting(Casandra)
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1M+datasets
50+data
sources
Global recognition as the trusted exchange• Discover platform is world's largest directory of publicly available genomic data, our
user base covers >90 countries.
• National Institutes of Health Data Commons partner - only commercial provider of
genomic metadata search and only non-US provider.
• ArrayExpress, EBI metagenomics, EVA, Expression Atlas – API documentation and
data hierarchy knowledge. Keep up the good work!
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CROs gain customers while protecting their IP.
Reduce the overhead of contracts and legals.
Lowers the barrier to finding and transacting on cancer models.
Discover, Understand, Access cancer models (organoids, PDX, cancer cell lines) from global landscape of CROs
• PDX pilot ran March 2017–March 2018.
• Cancer Models Beta launched in April 2018 at AACR.
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What we do at SciBiteConvert unstructured text to structured data
SciBite Semantic Platform
TERMiteVOCabsMachine-
readable data
Text,
Documents,
Databases
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Pharmacovigilance ELN EnrichmentDocument
Classification Trends & Novelty
Consumer Data Intelligent Forms Document Search Clinical Phenotype Mining
Connecting Silos Disease NetworksVocabulary building &
Mapping
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Harnessing the Power of RNA Epigenetics www.stormtherapeutics.com
• Cambridge University spin-out based on world-leading research of founders
Professors Tony Kouzarides and Eric Miska
• Pioneering the modulation of RNA-modifying enzymes (RMEs) to treat cancer
• Novel small molecule inhibitors of previously untargeted enzymes
• Several drug discovery programmes, one in lead optimisation phase
• Extensive platform development and research collaborations
• Upcoming conference: RNA epigenetics in human disease
• 17-20 September 2019, St Catharine’s College, Cambridge
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Bioinformatics at STORM Therapeutics
Computational Chemistry RNA Mass Spectrometry
Target Validation
Knowledge Management
Knowledge Transfer Partnership supported by:
Expression
Atlas
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Giulia Arsuffi
@juarsuffi
PIPS
EMBL-EBI Bioinformatics Forum 2018
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What is covered by BBSRC?
- Living costs
- Travel
- Accommodation
What is not covered by BBSRC?
- Any cost associated with the internship project itself (e.g. materials, access to equipment, etc.)
Thanks!