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

Transcript of Therapeutic areas of expertise Certara’s Capabilities · Advanced text analytics delivers value...

Page 1: Therapeutic areas of expertise Certara’s Capabilities · Advanced text analytics delivers value along the pipeline 2 Gene-disease mapping Target ID/selection Mutation/expression

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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+44 01223 324379

[email protected]

Cambridge Headquarters, UK

www.contentmine.org

The right to read ….is the right to mine!!

Contact us

@TheContentMine

https://contentmining.wordpre

ss.com

http://github.com/

ContentMine

Peter Murray-Rust, ContentMine Founder 2013 ; Co-Directors: Jenny Molloy, Cesar Gomez

Cambridge-based non-profit.

Aim: to extract all facts from the published scientific

literature and make them Openly available for all.

Advocacy

Community

Tools

getpapers (on EPMC) + AMI: reviewing in minutes…

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CM searches & fulltext-indexes

Open literature with WikiData

Charles Matthews, Daniel Mietchen, Magnus Manske

Rapid Systematic Reviews

Chris Hartgerink (Tilburg) Jo Brook (CM)

• Neglected Tropical Diseases (Wikimedia)

• Non-communicable disease (Edinburgh)

• Co-occurrence obesity and disease

• Gene and species in plants (Cambridge)

• Automatic data extraction (tables, graphs)

• 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

BIG DATA

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Copyright ©2018. All Rights Reserved. Confidential Databiology Ltd.Page ▪ 2

Databiology: Biomedical Information Management & Process Orchestration

ANY Biomedical Data

ANY Compute Platform

ANY Application

Configure | Command | Collaborate

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1Confidential and Proprietary

DNA Sequencing Chip Digital Geologywith Machine Learning

MicrobiomeCharacterization

SemiconductorDefect Detectionwith Deep Learning

Canopy GeoGeoscience Data Fusion and Analysis

SECURITY & ACCESS

Authentication Authorization

Web Dashboards Remote Access

Client Deploy & Packaged Python

Code Deployment

Infrastructure Management

Deployment Server

DEPLOYMENTCOMPUTE & AI

AI & Machine Learning

Graph Compute & Remote Exec

Desktop App Rapid Dev Tools

DATA MANAGEMENT

Data Catalog

Scalable Object & File Storage

Array Store & Partial Access

Rapid Application Development Platform

Scientific Solutions at Enthought

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2Confidential and Proprietary

Confidential and Proprietary

Interested?Come talk to me or get in touch!

Jenni PortmanTech Lead, Life Sciences Solutions Group

[email protected]

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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!