TIBCO Spotfire Helps Organon Bridge the Data Gap · PDF fileTIBCO Spotfire Helps Organon...
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TIBCO Spotfire Helps Organon Bridge the Data Gap Between Basic Research and Clinical Trials
Pharmaceutical leader deploys TIBCO Spotfire enterprise
analytics platform across its drug discovery organization
to catalyze communication and collaboration among
scientists.
T I B C O S p o t f i r e H e l p s O r g a n o n B r i d g e t h e D a t a G a p B e t w e e n B a s i c R e s e a r c h a n d C l i n i c a l T r i a l s 2
Challenges:• Criticalgapbetweenavailabledataandtheabilitytoanalyzeit.
• Dataoverloadfrommultipledatabaseswasslowingdecisionmakingandcreatingabottleneck.
•Neededanapplicationthatcouldcorrelatedatawithinasingleapplication.
•Inefficientdatasharingbetweenscientists.
Foundedin1923,Organonisarenownedglobalbiopharmaceuticalcompanycommitted
toimprovingthehealthandqualityofhumanlife.Throughacombinationofindependent
growthandbusinesspartnerships,Organonstrivestobecomeorremainoneofthe
leadingpharmaceuticalcompaniesineachofitscoretherapeuticfields:gynecology,
fertility,neuroscienceandanesthesia,althoughresearchisalsoconductedinimmunology
andoncology.OrganonisthehumanhealthcarebusinessunitofAkzoNobel.
Pharmaceuticalcompaniesinvesttremendousamountsofresourcestobringtoday’s
drugstomarketduetotheincreasedcomplexityindrugdevelopment.Theneedforhigh
qualityproductstoreachthemarketfasterputsastrainonresearchanddevelopment
teams–whilecostsaregoingup,outputisgoingdown,oftenduetolatestageattrition.
In2004,inrecognitionoftheneedtomodernizethedrugdevelopmentprocesstomake
productdevelopmentmorepredictableandefficient,theFederalDrugAdministration
(FDA)introducedtheCriticalPathInitiative.
TheCriticalPathInitiativeprovidespharmaceuticalcompanieswithaframeworkto
acceleratethedevelopmentofsafeandeffectivemedicalproductsandbringthem
tomarketmorequickly.Itrecommendsthatcompaniesreevaluatetheirconventional
businessprocessesandleveragetheirinformationtechnology(IT)infrastructurestobetter
utilizethebusiness-criticalinformationcontainedinITsystems.
ChallengesOrganonhasembracedtheCriticalPathInitiative,butlikeallpharmascomprising
disparateunitsofscientists,thecompanyfoundthatacriticalgapexistedbetweenthe
dataavailabletoitschemists,biologists,cliniciansandstatisticiansandtheirabilityto
analyzeiteasily.
Translationalsciences–aconceptthatisveryimportantinallpharmacompanies–isat
theheartoftheOrganonR&DactivitieswiththeobjectiveofreachingProofofConcept
(PoC)fasterandtomoreaccuratelypredictdrugeffectsinhumans.Translationalsciences
promisestodeliverrealbenefittothepharmaindustry,reducingattritionandaffording
highquality,efficaciousmedicines.Thisrequiresamultichanneldialogueamong
scientiststhroughoutthedrugdiscoveryprocesstocreateabetterlinkbetweenclinical
developmentandbasicresearch.
Solutions:• TIBCOSpotfireenterpriseanalyticsplatformprovidesscalabilitytohandleimmensedatasets.
• Dataintegrationcapabilitieseasilyaccessmultipledatabasesandworkwithdisparatesoftwaretools.
• Guidedworkflowsstreamlineanalyticalprocesses.
Results:• Spotfiresoftwarereducestimespentondataretrievalandanalysis.
• Homogenousinterfaceandinteractivevisualizationsimprovequalityandcomplexityofanalysis.
• Scientistscannowefficientlyanalyzeandsharedatainvariousdisciplinessocrucialinthedrugdiscoveryprocess.
T I B C O S p o t f i r e H e l p s O r g a n o n B r i d g e t h e D a t a G a p B e t w e e n B a s i c R e s e a r c h a n d C l i n i c a l T r i a l s 3
Dataandknowledgesharingthroughtheuseofuser-friendlyinformaticssystemsis
fundamentaltothesuccessoftranslationalresearch.Butwithenormousvolumesofdata
frommultiplesourcesandperspectives,Organonwaschallengedtofindawaytouseits
verticalapplicationstoprovideitsscientistswithmoretargeteddatawithagoalofmore
quicklyidentifyingnewtargets.
Whileanalysistoolsareubiquitousatallphases,Organon’sresearchteamswereoften
compelledtomakekeydecisionsbasedonlimitedanalysisandMicrosoftExcelreports
thatreflecteddiscreteislandsofinformation.Iftheycouldfindawaytointegrate
disparatetypesofdata,asktherightquestionsofthedataandthencatalyzetheresults,
Organondecisionmakerscouldgaintheinsightsneededtomakebetter-informed
decisionsandmorequickly.
SolutionsOrganonhasbeenusingtheSpotfirevisual,interactiveanalysissolutionforfouryearsin
itsdiscoveryresearchorganization,intheareasofchemistrytooptimizedrugcandidates,
biologyfortargetandbiomarkerdiscoveryandtranslationalmedicine.Spotfireenterprise
analyticshasbecomeanimportantdataanalysisapplicationatthecompany.Inaddition
tobeingrelativelyeasytolearnwithitshighlyinteractivevisualizations,Organon
determinedthatSpotfireenterpriseanalyticsexcelsatanalyzinglargevolumesofdata
frommultiplesourceswithinasinglevisualizationenvironment.What’smore,Spotfire
softwarecanintegratewithawidevarietyofsoftwareusedindrugdiscovery.
Forexample,intoxicogenomicsnewcompoundsinthedrugdiscoverypipelinearetested
forpossiblesideeffects.Theenormousamountofdatagenerated–thousandsofgenes,
manycompounds,differentdosagesandtimepoints–isstoredinlargedatabases.It
isessentialtoquicklyidentifygenesthatplayaroleintoxicity.WithSpotfireenterprise
analytics,Organoncanquicklypinpointwhichgenesare(de)activatedbywhichclassof
compounds.Thishelpstodiscerntoxiccompoundsfromnon-toxiccompounds.
Inearly2006,OrganonlicensedSpotfiresoftwareforglobaldeploymentacrossits
discoveryresearchorganization,mostimportantlyintranslationalscience,toconnect
developmentandresearchaspartofagoalthatmirrorstheCriticalPathInitiative.
Organonisusingthesoftwaretocatalyzecommunicationandcollaborationbetween
scientistsindifferentstagesofthediscoveryprocess,aimingtoacceleratethe
progressionofhighqualitycompoundsfromthediscoveryresearchphasethroughto
“Spotfire helps Organon
achieve its ultimate goal…
to enable users to turn
data into information and
understanding, allowing them
to take the steps necessary to
bringing a new drug to market
faster and more efficiently.”
JacobdeVliegCIOR&D
T I B C O S p o t f i r e H e l p s O r g a n o n B r i d g e t h e D a t a G a p B e t w e e n B a s i c R e s e a r c h a n d C l i n i c a l T r i a l s 4
clinicaldevelopment.“TheglobalrolloutofSpotfiresupportstheintroductionofanew
mindset,basedondatasharingandanintegrateddrugdesignanddiscoveryapproach,”
saysJacobdeVlieg,headoftheMolecularDesignandInformaticsDepartmentat
Organon.
SpotfireenterpriseanalyticsallowsOrganontolinkupverydifferentdatasources,allowing
themtobringcomplexdatatogetherwhicharenormallyverydisparate,forexample,
combiningdatastoredinclinicaltrialmanagementsystemswithdatathathasbeen
observedintheleadfindingprocess.Spotfiresoftwareenablesscientiststobringrelevant
datatogetherandcatalyzeaculturethatenablespeoplefromclinicaldevelopmentand
basicresearchtolookatthesametypeofdataandbridgethegapbetweendifferent
areas.
“Spotfire’sanalyticcapabilitiesintroduceanewwayforourresearcherstoexchangeand
analyzecomplexdataacrosstheR&Dorganization,”observesdeVlieg.“Thesoftware
providesaninteractive,analyticalenvironmentthatsupportsanewapproachtointegrated
drugdesignanddiscovery–optimizingearlydrugcandidatesandleadingtoareduction
inlate-stagefailures.”
Thedifferentdatasourcesdeliverenormousamountsofdata.Forexample,inonestep
ascientistcouldperform60,000experimentsinmicroarraystoidentifywhatisreally
useful.Organoncouldhavecreatedabigdatawarehousetostoreallthedatathatmay
ormaynotberelevant,butthatwouldbetimeconsumingandnotverypragmatic.Sothe
companysawinSpotfiresoftwareonetoolthatcouldenableitsscientiststohorizontally
integratedatafromanumberofareastoseewhatwasrelevantfromtheoutset,without
havingcomplexITstructuresinplacethatwouldtakeyearstobuildatenormouscostfor
dubiousreturn.
SpotfireenterpriseanalyticsenablesOrganonscientiststogatherandintegrate
informationfromthesemultiplesourcesviaadvanceddatabasequerycapabilities,then
analyzeandvisualizetheexpressiondata.Infact,Spotfireenterpriseanalyticshastaken
theplaceofsixorsevendifferenttypesoftoolsrunninginthecompanythatweregreatfor
specificareas,butlackedSpotfiresoftware’sabilitytointegrateallofthedata.“Deploying
atoollikeSpotfireinsuchanewareaastranslationalmedicineisanenormouschallenge,”
saysdeVlieg.“Allthesedisciplineshaveenormousvaluetotheprocess–Spotfireenables
youtobringthattogether.”
“The global rollout of Spotfire
supports the introduction of a
new mindset, based on data
sharing and an integrated
drug design and discovery
approach.”
JacobdeVlieg
CIOR&D
T I B C O S p o t f i r e H e l p s O r g a n o n B r i d g e t h e D a t a G a p B e t w e e n B a s i c R e s e a r c h a n d C l i n i c a l T r i a l s 5
Organonleveragedguidesthathadbeencreatedinotherindustriesthatalsoneededto
analyzeheterogeneousdatabecausetheunderlyingprinciplesaresimilar.Thisenabled
thecompanytoimplementbestpracticesfromthebeginningforfasterimplementation.
Moreover,havingtheguidesinplacemeantthescientistscouldconcentrateonthe
biologicalquestionstheywantedtoanswerinsteadofhavingtodeveloptheunderlying
ITstructure.
Spotfireenterpriseanalyticshasgonefrombeingthedomainofexpertuserstoresiding
onthedesktopofmostscientistsatOrganon,manyofwhomhadbeenusingExcel
becauseofitsabilitytocommunicatewithdifferentdatasourcesandbecauseitfeatures
aninterfacethatcanbeunderstoodbymanydifferenttypesofscientists.
Spotfiresoftware’strainingresourcesanduserfriendlinesswerekeyfactorsinthe
expandeddeploymentatOrganon.deVliegnotesthattheywantedtostimulatepeople
whoarenotnormallydoingthistypeofcomplexanalysis.“WithSpotfirewecanbringitto
Figure 1. Spotfire enterprise analytics has gone from being the domain of expert users to residing on the desktop of most scientists at Organon.
“The software provides
an interactive, analytical
environment that supports a
new approach to integrated
drug design and discovery
– optimizing early drug
candidates and leading to
a reduction in late-stage
failures.”
Jacob de Vlieg
CIO R&D
© 2007 All Rights Reserved. TIBCO, TIBCO Software, The Power of Now, the TIBCO and Spotfire logos, Spotfire and Spotfire DecisionSite for Functional Genomics are trademarks or registered trademarks of TIBCO Software Inc. in the United States and/or other countries. All other product and company names are marks mentioned in this document are the property of their respective owners and are mentioned for identification purposes only.
themasses,soexpertuserscanbebridgedwiththepeoplewhoreallydothework,
asktherelevantquestionsandseeallthedetails;thetwowerealwaysseparatedinthe
past.”
ResultsWhileitisdifficulttopinpointspecificROItoSpotfiresoftware,Organonviewsitas
anessentialcontributorthatislikelysavingthecompanyalotofmoneybecauseof
itsabilitytoaccessverydifferenttypesofcomplexdatasourcesacrossdisciplines
andvisualizethedatainsuchaway,asdeVliegputsit,“thatevenmymothercan
understand.”Spotfireenterpriseanalyticsisprovingtobeespeciallyusefultoyounger
scientists,whoarealreadybroader-orientedandcanseethebiggerpicture.“Spotfire
enterpriseanalyticscouldchangethewayweworkandhelpusgetbetterdrugson
themarketmuchearlier,”assertsdeVlieg.
ThebiggestchallengesatOrganonandintheindustryatlargearethetradeoffs–
makingachoicebetweenoneprojectandanother.WiththecompletepictureSpotfire
softwareprovides,thecompanycandobetterportfoliomanagement.Theentire
pictureisn’tcompletewithoutaclinicaltrial,butifthedatacanbecombinedmuch
earlierthepredictivevalueisincreasedsignificantly.
Spotfireenterpriseanalyticsisstartingtobeusedinotherpartsofthecompany.R&D
isworkingcloselywithOrganon’smarketingorganization,anddeVliegseesother
applicationsinthepipelineaswell.
WithSpotfireenterpriseanalytics,highlyvisualandinteractivedataexplorationcan
takeplace,easilyenhancingascientist’sintuitionandexpertiseinturningmolecules
intodrugs.
“SpotfirehelpsOrganonachieveitsultimategoal,”deVliegconcludes,“whichisto
enableuserstoturndataintoinformationandunderstanding,allowingthemtotake
thestepsnecessarytobringinganewdrugtomarketfasterandmoreefficiently.”
Spotfire,
A Division of TIBCO Software Inc.
212 Elm Street
Somerville, MA 02144
Tel: +1 617 702 1600
Toll Free: +1 800 245 4211
Fax: +1 617 702 1700
http://spotfire.tibco.com