experimenting on experiments--bringing lean startup to scientific research by brian frezza
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Experimenting on Experiments--Bringing Lean Startup to Scientific Research by Brian Frezza The Lean Startup Conference 2013 http://leanstartup.co/TRANSCRIPT
Imagining Lean Biotech
Experimenting on ExperimentsBringing Lean to Scientific ResearchBrian M. FrezzaEmerald TherapeuticsLean Startup 2013
v0.92 (16:9)Learn, Build, Measure in Life ScienceMEASUREProductBUILDIdeasLEARNDataLAB WORKExperimentDESIGNHypothesesANALYSISLAB WORKLAB WORKLAB WORKNature Rev. Drug Discovery(2012) 11,191-200.Intel and Dataquest reports (2002) Gordon E. Moore, Our Revolution
Moores Law
Erooms LawLate 1960: Regulations tighten post thalidomide Early 1990s: First wave of Biologics research beginsLate 1990s: PDUFA regulations clears a backlog at the FDA3Cost of InnovationThe Impact of Innovation and the Role of Intellectual Property Rights on U.S. Productivity, Competitiveness, Jobs, Wages, and Exports N.D. Pham, (2010) NDP Consulting, Washington DC
Mean R&D Expenditures per Employee by Industry Sector $ (USD) Employee-1 Year-1Self report survey, n=130 Scientists (2013)Costs of Instrumentation per LabSingle PurposeMinimalComplete$500k-$1M$1-3M>$10M
Startup Financing
Dow Jones VentureSource, PWH Coopers / National Venture Capital Association, Thomson Reuters4
Modern Laboratory Research
Alexander Fleming 1928Staphylococcus
Connect to large corporations vs startups.Founders solving their own problems with their own two hands.5Scientific Research Product CycleDesign ExperimentConduct ExperimentAnalyze DataOnboard ExperimentTroubleshoot ExperimentAcquire Equipment
NoYesEquipment Access ProblemsPersonal Favor (73%)Most popular workaround:Average Experiment Onboarding Time
Troubleshooting TimeGahh!
Most Time Consuming Activity: Conducting ExperimentsSelf report survey, n=130 Scientists (2013)Slowed Research: No (17%) Yes (83%)Prevented Research: No (27%) Yes (73%06Imagining Lean ResearchLower Barriers to EntryAmortize the fixed costsDemocratize access
Faster IterationMinimize experiment onboarding timesMitigate troubleshooting SNAFUs
INNOVATE ON THE PROCESSRETIREOR DIEI think we should consciously look with great dedication for those things that made Moores law work. God didnt give us Moores law. Even Gordon Moore didnt give us Moores law. Your predecessors in the labs worked hard for it. Andy Grove7Traditional Laboratory Research
Alexander Fleming 1928Staphylococcus
Connect to large corporations vs startups. Founders solving their own problems head on.8
Symbolic Laboratory Research
[email protected] Start-upsTech Founders:OutsidersAggressive visionariesSingular dedication
Biotech Founders:Insiders Legendary wisdomHedged approach
Hardware and ICs:Noyes & MooreHewlett & PackardRussell & Sigurd VarianSheldon Roberts, Jay Last, Jean HeorniAmelco -> Teledyne
Biotech:Genentech: Swanson & BoyerVC (KP)UCSF ProfessorAmgen: William Bowes & George RathmannVC (US Venture Partners)Executive from AbbotGilead:DuBose Montgomery & Michael RiordanVCs (Menlo Ventures)Biogen Idec: Ivor Royston, Howard BirndorfVCs (Forward Ventures) and former prof.Walter Gilbert, Phil Sharp, Charles Weissmann, Kenneth MurrayProfessors (Harvard, MIT, University of Zurich, University of Edinburgh)11Supplier EcosystemsTech World:Startup drivenOpen accessInterconnecting
Biotech World:Legacy corporationsHandshake businessSiloed technology stacks
Frankenstein Corps12