Lean Six Sigma in Pharmaceutical QC Laboratories
Heather Longden
©2011 Waters Corporation 1 Topics
Lean Six Sigma in the Pharmaceutical Industry Lean Six Sigma in th e Anal yti cal Lab oratory Case Study – Improvement of Workflow and Documentation ELN for Lean Six Sigma Projects Summary
©2011 Waters Corporation 2 Lean Six Sigma in Pharmaceutical Manufacturing
Pharmaceutical Manufacturing
Independent & isolated functions, divisions and geographical units Complex processes, many non-value added activities Focus on end product, not on process -> high rework rates Processes to be validated
Need to focus on reducing waste and variability
©2011 Waters Corporation 3 ManufacturinggQy and QC Cycle Times
25
20
15 Time Process Times ((y)Days) QC Testing Times 10
5
0 ACBED F Process Case Study
Raju, G.K., New Opportunities for Pharmaceutical Manufacturing, a 2001 presentation to FDA’s Science Board, www.pharmamanufacturing.com/whitepapers/2004/118.html ©2011 Waters Corporation 4 A Typical Pharmaceutical Process
Cycle Time Components
Steps In Process/Plant In QA/QC Process/Unit Operation Interruption of the process Securing of sample from process Holding of sample in plant Documentation & verification of sampling Transferring of samples to QC Lab Batching of samples in QC Preparation of test samples Actual test-separation Actual test-measurement Test data collection and processing Documentation & verification of testing Transferring results for review Decision regarding impact on process
Process Step Manual Operation Inventory Hold Testing and Documentation
Raju, G.K., New Opportunities for Pharmaceutical Manufacturing, a 2001 presentation to FDA’s Science Board, www.pharmamanufacturing.com/whitepapers/2004/118.html
©2011 Waters Corporation 5 Strategies to Increase EfficiencyyQy and Quality
Lean Increasing efficiency by eliminating unnecessary steps within a process and reducing waste.
Six Sigma Improve processes by eliminating defects and reducing variability.
©2011 Waters Corporation 6 Lean & Six Sigma
Lean Management Elim inate non-value added acti vi t ies (waste ) Reduce complexity Improve flow Improve Speed
Six Sigma Reduce variation Reduce defects Reduce Cost of Poor Quality (COPQ) Improve Quality
©2011 Waters Corporation 7 Lean Labs?
Much more than just applying Spaghetti Diagrams…
Sample Balance Preparation
Computer Substances Station & Desk
Printer
Analyzers Parts Bench
©2011 Waters Corporation 8 General Approach - Six Sigma DMAIC
Definition
Measurement
Analysis
ItImprovement
CtlControl
©2011 Waters Corporation 9 Roche - Area of Impact: Laboratories
Champaneria, Nitin J., Lean Six Sigma and Operational Excellence at Roche, WCBF’s Lean & Six Sigma Summit – Chicago, June 2009 http://www.sixsigmazone.com/presentations/lean-six-sigma-and-operational-excellance-at-roche
©2011 Waters Corporation 10 Roche – List of Selected Projects
Champaneria, Nitin J., Lean Six Sigma and Operational Excellence at Roche, WCBF’s Lean & Six Sigma Summit – Chicago, June 2009 http://www.sixsigmazone.com/presentations/lean-six-sigma-and-operational-excellance-at-roche
©2011 Waters Corporation 11 Lean Six Siggyma in the Analytical Lab
Pharmaceutical Manufacturing
QC is the bottleneck Includes repetition Easy to be streamlined and improved by standardization High degree of reduction of manual steps and automation
“Lean Labs” will improve the overall productivity
Altria, Kevin D., Dufton, Ann M., Carleysmith, Stephen W., Learning from Lean Sigma, PharmTech, February 1 2009 ©2011 Waters Corporation 12 Case Study - Workflow and Documentation
©2011 Waters Corporation 13 Case Study – Definition
Lean Six Sigma Project in Development at Eli Lilly and Company (g lo ba l company / US HQ / approx. 38,000 empl oyees / $ 23 B Rev)
Low efficiency due to duplication efforts and data Definition loss due to manual data transfer processes
©2011 Waters Corporation 14 Case Study – Measurement/Analyypsis and Improvement
Measurement/ Lack of integration of lab workflows / informatics Analysis systems , non-value added steps and variability
Introduction of Electronic Laboratory Notebook Improvement for 300 scientists at different sites
©2011 Waters Corporation 15 Why Electronic?
Increased Efficiencyyy and Productivity …thus additional project capacity Improved Quality of Documentation …lessens burden for compliance and IP protection Cross Functional Area Searching …retrieve or compile information and data
3/16/2011 Company Confidential McCune_PittCon Copyright © 2000 Eli Lilly and Company
©2011 Waters Corporation 16 DraSituationggp and BeforeDrop of Lean Data Six Siggjma Project
©2011 Waters Corporation 17 Draggp and Drop of Data
©2011 Waters Corporation 18 Define: Best Practices Lab Workflow ((y)removal of variability)
Log-In
LIMS
Notebook
Analysis
SDMS
External Communication
3/16/2011 Company Confidential 19 McCune_PittCon Copyright © 2000 Eli Lilly and Company ©2011 Waters Corporation 19 Measure & Analyze
3/16/2011 Company Confidential 20 McCune_PittCon Copyright © 2000 Eli Lilly and ©2011 Waters Corporation Company 20 Projected LSS Value includinggyp Type IV
Task/transfer # manual steps Baseline cost¶ – Type IV potential for Type II ranking◊ LIMS → CDS 56* ~$11K 4 CDS → ILIMS 12* ~$81K 5 Paper Notebook → CDS Highly varied ~$540K 4 CDS → Paper Notebook Highly varied ~$470K 1 LIMS → Paper Notebook 8* ~$46K 1 Paper Notebook → LIMS 40* ~$385K 4 SDMS → LIMS 63* ~$168K 4 CDS→ SDMS** 42* ~$17K 2 Logins eLN (3)* ~$22K 2 (all logins) Empower (10)* ~$73K ILIMS (5)* ~$28K SDMS (3)* ~$33K Password re-entry due to ~$64K Empower lockouts (6)* TOTAL 242* $2M N/A
** a report with multiple chromatograms for multiple aliquots is created in CDS and sent ◊Pain /Frustration to SDMS. This SDMS report is attached to all affected aliquots in LIMS Ranking; ¶ Includes some parallel processing 1= lowest, 5 = 3/16/2011 Company Confidential highest, ©2011 WatersMcCune_PittCon Corporation Copyright © 2000 Eli Lilly and Company 21 Critical to Change: What’s in it for Me?
Can we… Can we…
...minimize the impact of multiple systems?
...eliminate the scientist as the data transfer step?
3/16/2011 Company Confidential McCune_PittCon Copyright © 2000 Eli Lilly and Company ©2011 Waters Corporation 22 Improve: the Desired Lab Workflow
3/16/2011 Company Confidential
©2011 WatersMcCune_PittCon Corporation Copyright © 2000 Eli Lilly and Company 23 Define: Best Practices Lab Workflow ((y)removal of variability)
3/16/2011 Company Confidential 24 McCune_PittCon Copyright © 2000 Eli Lilly and Company ©2011 Waters Corporation 24 Meta Data
• Record or generate meta data only once • Transfer data from systems to auto-populate • Harmonize common fields (presence and usage)
ELN ELN ELN
LIMS CDS (or LIMS Submission Instrument) SDMS Reporting Meta Data What •the identity, condition, and state of the samples •preparation info needed to interpret results •the source of the samples (project, owner) Sources •User Supplied (Recorded) •System generated Why •trace samples and link results (current analysis ) •find samples (future searching and data mining) 3/16/2011 •create lab Companymetrics (resource Confidential & project McCune_PittCon Copyright © 2000 Eli Lilly and Company ©2011 Waters Corporation management) 25 The Build eLN – Vision Publisher
LIMS Serial (Nautilus) Instruments (Balances, pH)
CDS (Empower)
SDMS (NuGenesis)
3/16/2011 Company Confidential McCune_PittCon Copyright © 2000 Eli Lilly and Company ©2011 Waters Corporation 26 Value from Paper Notebook to Electronic
Measured LSS Improvements: • Issuing, Tracking, Filming and Archival of Paper • Searching – Meta Data, Text, Structures, Spectra • Templates and Forms • Cloning Experiments • RS232 Integrations (balances, pH meters) • LIMS/ELN/CDS Integration • Create and Export Lists • Transcription Errors
Measured productivity and ROI calculation: • SDMS Integration • Email Estimated Value • Electronic Referencing • Repetitive Searching >$3M/year • eLogbook 3/16/2011 Company Confidential McCune_PittCon Copyright © 2000 Eli Lilly and Company ©2011 Waters Corporation 27 What about the Labs?
March 15, 2010 – mandated pppaperless for 3 labs June 30, 2010 – totally paperless in all labs
June 30 – Steady State = 1150 Documents per month
Cycle Time for Documents (Experiments) = ~11 days with best practi ces (templ at es, forms, bal ance integration) Creation to Completion: 7.62 days Review Process: 3.75 days
The Unexpected: Much longer documents
3/16/2011 Company Confidential McCune_PittCon Copyright © 2000 Eli Lilly and Company ©2011 Waters Corporation 28 Case Study – Control and Additional Benefits
Control 50% time reduction for 1150 documents/month
Additional Better data qqyuality –> less compliance burden Benefits Improved communication & collaboration
©2011 Waters Corporation 29 Summary
Performance of the QC Laboratory impacts overall business ppperformance of Pharmaceutical companies
Major potential improvements — Reduction of production time — Cost savings — Improved product & data quality — Reduction of errors — Improved compliance — Improved communication & collaboration
Achieving a “Lean Lab”
©2011 Waters Corporation 30