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CMAC: A National Research Centre in Continuous
Manufacturing and Crystallisation
Prof Alastair J. Florence,
EIPG Scientific Symposium, Technology Advances Impacting Pharmaceutical Industry,
17 April 2016
• Adoption of Lean Manufacturing Principles
– Avoid challenges of large batch by controlled steady-state continuous processes
• Growing levels of interest across pharma – demand for better solutions
• Benefits include:
– Greater control over product quality – improved purity, more predictable scale-up
– Lower costs – capex, opex, working capital
– Sustainability – less waste, “greener chemistry”, lower CO2 footprint
– Greater responsiveness – speed to market, reduced stock outs, adding capacity
– Enables the manufacture of more complex products
Opportunities for Continuous Manufacturing
But, many challenges and no complete solution exists - better understanding
required
Community Recommendations
Need to Develop:
• Flow chemistry toolbox
• More selective chemistries
• Modular equipment (lab-scale / standardization)
• Modelling & control methods across operations
• Means to manage change (catalyst / fouling)
• Workflows for process design
J. Pharm Sci. 104(3), 781–791, 2015
• Culture: inputs from across organisation;
multidisciplinarity
• Skills development
• Disseminate examples of CM
• Engage with regulators
• Economic case for CM
Collaborative Centre Scope: from synthesis to formulated product
synthesis crystallisation isolation/drying secondary manufacture
Focus on Improving Particulate Based Products, Processes and Supply Chains
Develop tools and know how to exploit continuous manufacturing to deliver:
Consistent
Particles
Better
Particles
Novel
Particles
So what’s the problem with crystallisation?
….molecules show complex physical form behaviour
Naltrexone
62 crystallisations from 31 solvents:
• 34 distinct solid forms identified
• 3 polymorphs & 27 solvates
N
O
O
Phthalimide
> 500 crystallisations from 67 solvents:
• only 1 solid form identified
Need to produce only the required form – phase diagram can be complex
…as well as Complex Transformation Processes
300µm
Fines in crystallisation of  form of L-
glutamic acid – Variable filtration time
Mixture of carbamazepine forms II and III due to
in situ transformation – variable dissolution
rates
Supersaturation, secondary nucleation and transformation impact on uniformity and control
as well as cost of quality
• “After two-and-a-half years of closely monitored…formulation
manufacturing, we encountered a new form of ritonavir, a crystal
form... we had manufactured about 240 batches of ritonavir and
none of those batches had ever failed a dissolution test.”
Can Lead to Problems with Performance e.g. Polymorphic form
A more stable polymorphic form appeared in product –
Had to be withdrawn and reformulated
Uncontrolled change in forms can impact on performance – bioavailability
….though also processing
Despite all of the advances, problems still occur
In February of 2011, production of
Duragesic (Fentanyl transdermal
patch) was stopped when
"microscopic crystallization" was
found during the manufacturing of the
Durasegic 100 µg/hr patches.
PRODUCT: Piperacillin and Tazobactam for
Injection, USP
REASON FOR RECALL Crystallization: Potential to
exhibit precipitation/crystallization in IV bag or IV
line upon reconstitution.
PRODUCT Leucovorin Calcium Injection, USP,
Sterile liquid, single use vials, 10mg/mL;
REASON FOR RECALL Presence of Particulate
matter:complaints of visible crystalline
particulates.
Require crystallisation process to deliver:
• Purity (E)
• Form (R)
• Particle size distribution (R)
• Shape (D)
• Yield (D)
• Volume productivity (D)
• Short cycle time (D)
(E = essential, R = required, D = Desirable)
• Combine product and process understanding to develop process
Crystallisation - Multiple Objectives
An Ideal Scenario….
• Produce consistent number, form and size of nuclei then control rate of growth (avoiding
further nucleation and agglomeration and/or attrition)
Impure Solution Nucleation Purification and Growth Pure solid
• All molecules exposed to same environment → controlled transformation kinetics →
product consistency → product performance
• Continuous processing allows ability to separate out stages and deliver close control
over each step
Accessing New Crystal Structures….
CBZ V
DHC II
Orthorhombic, Pbca, a, b, c =
9.1245(5), 10.4518(5),
24.8224(11)Å
J-B. Arlin, L. S. Price, S. L. Price and A. J. Florence, Chem. Commun., 2011, 47, 7074-7076
“Predicted unobserved” structures are not necessarily ‘false’ hits
Challenge for experimentalists to identify conditions for formation
10,11-Dihydrocarbamazepine (DHC) form II crystal used as isostructural, heteromolecular seed (template)
for crystallisation of predicted but previously unobserved polymorph of carbamazepine (CBZ)
Getting The Right Form
Improving stability through co-crystallisation
• Anti-oxidant used as a nutritional
supplement
• Unstable when exposure to heat and light
• Prone to polymerisation > 40oC-Lipoic Acid
1:1 ALA:nicotinamide co-crystals obtained from small scale screen
ALA nicotinamide
Co-crystal has enhanced thermal stability
Original purity After 30 minutes
at 60oC 80oC
ALA 99% 61% 18%
Co-crystal 99% 99% 99%
Scale-Up - Batch OBC
Co-crystallisation scaled-up in 500 mL batch OBC to
obtain data prior to moving to COBR:
• Suitable solvent system
• Cooling profile
• Starting concentration
• Oscillatory mixing conditions
• Solvent system
• Cooling profile
Ternary phase diagram to confirm co-crystal domain
COBC in the Lab
Typical Ranges for Lab Setup
• volume = 1 – 5L (<10, 10, 15 mm ID)
• flow rates = 50 - 250 mL/min (15mm ID)
• agitation = 1-3 Hz & 10-30 mm (typical
range)
• residence times = 10 – 300 min
• T-zones = as many as required
• Thermocouples inserted to control T
Scale-up of co-crystallisation process from 0.3g (vial) → 30g (OBC)→ 1kg (COBC).
SEM
XRPD
HPLC: purity increased to 99.03% (from 97.4%) after co-crystallisation
Pawley fit to XRPD data from reclaimed sample of co-crystals (a, b,
c (Å) = 26.44762, 5.31036, 34.27961; β (o) = 90.524, Rwp = 4.120)
vs. batch
Phase pure co-crystal product
Consistent particle size
Novel Automated PAT Enabled Process Platforms
Controlling properties through continuous processing
Crystallisation process and apparatus, WO 2011,051728
CRD Rattlesnake: COBR
Lactose: Batch vs Continuous Crystallisation
Crystalliser Mean particle
size
Yield %
STR 71.2 27.9
MF-OBC 37.6 31.2
COBC 37.6 37.3
Crystalliser Residence time RPM/Reo
STR 2.5 500
MF-OBC 2.5 300
COBC 2.5 300
19
0
2
4
6
8
10
12
0 50 100 150 200 250
Crystaldensity%
crystal size µm
batch STR
COBC
batch OBR
Getting The Right Form
Manipulating properties through continuous agglomeration
Particles (10s mm) Loose aggregates (100s mm) Intergrown, spherical
agglomerates (100-1000 mm)
Dealing with poor powder flow
Transform ‘difficult’ particles into well behaved granules
Getting The Right Form
Manipulating properties through continuous agglomeration
• Granular API form of aspirin
• 500 mm
• Significantly improved flow properties
• Suitable for direct compression
Getting The Right Technology
Manipulating properties through structural and process understanding
Encrustation: webcam
focused on interbaffle zone
Nucleation: Inline
FBRM and UV
Implement real time PAT feed back for
supersaturation control over crystallisations
Exploiting PAT Routinely
Multivariate data
acquisition and
analysis tools
Identify steady
state
PAT enabled control
Design for
Quality:
CQA / CPP
ATR mid-FTIR
FBRM
ATR UV
Progress Needs Joined Up Approach Across Innovation System
from research to implementation
UK TSB High Value Manufacturing Strategy, 2012-2015
• £16M new facility – government, industry and university support
• Located in the Technology Innovation Centre
• Open access ethos
• Room for academic and industry researchers to co-locate (currently ~60)
• State of the art processing and analytical labs:
• Continuous processing platforms
• Suite of PAT enabled control capabilities
• Surface and amorphous materials analysis
• Substance and product testing
See: www.cmac.ac.uk
AcknowledgementsResearch
Lihua Zhao, Ian Houson,
Vishal Raval, Naomi Briggs,
Thomas McGlone, Nazeer Rajoub,
Humera Siddique, Cameron Brown
Jan Sefcik, Anna Jawor-Baczynska,
Ulrich Schacht
Blair Johnston, Andrea Johnston,
Rajni Bhardwaj
David Littlejohn, Alison Nordon,
Laura Palmer, Jaclyn Dunn
Iain Oswald, Robert Young
Cambridge Reactor Design,
Nitech, Mettler Toledo,
Avantium, AM Technology
Funding
Scottish Funding Council, EPSRC Centre for Innovative Manufacturing, TSB, GSK, AstraZeneca, Novartis

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CMAC: A national research centre in continuous manufacturing and crystallisation

  • 1. CMAC: A National Research Centre in Continuous Manufacturing and Crystallisation Prof Alastair J. Florence, EIPG Scientific Symposium, Technology Advances Impacting Pharmaceutical Industry, 17 April 2016
  • 2. • Adoption of Lean Manufacturing Principles – Avoid challenges of large batch by controlled steady-state continuous processes • Growing levels of interest across pharma – demand for better solutions • Benefits include: – Greater control over product quality – improved purity, more predictable scale-up – Lower costs – capex, opex, working capital – Sustainability – less waste, “greener chemistry”, lower CO2 footprint – Greater responsiveness – speed to market, reduced stock outs, adding capacity – Enables the manufacture of more complex products Opportunities for Continuous Manufacturing But, many challenges and no complete solution exists - better understanding required
  • 3. Community Recommendations Need to Develop: • Flow chemistry toolbox • More selective chemistries • Modular equipment (lab-scale / standardization) • Modelling & control methods across operations • Means to manage change (catalyst / fouling) • Workflows for process design J. Pharm Sci. 104(3), 781–791, 2015 • Culture: inputs from across organisation; multidisciplinarity • Skills development • Disseminate examples of CM • Engage with regulators • Economic case for CM
  • 4. Collaborative Centre Scope: from synthesis to formulated product synthesis crystallisation isolation/drying secondary manufacture Focus on Improving Particulate Based Products, Processes and Supply Chains Develop tools and know how to exploit continuous manufacturing to deliver: Consistent Particles Better Particles Novel Particles
  • 5. So what’s the problem with crystallisation?
  • 6. ….molecules show complex physical form behaviour Naltrexone 62 crystallisations from 31 solvents: • 34 distinct solid forms identified • 3 polymorphs & 27 solvates N O O Phthalimide > 500 crystallisations from 67 solvents: • only 1 solid form identified Need to produce only the required form – phase diagram can be complex
  • 7. …as well as Complex Transformation Processes 300µm Fines in crystallisation of  form of L- glutamic acid – Variable filtration time Mixture of carbamazepine forms II and III due to in situ transformation – variable dissolution rates Supersaturation, secondary nucleation and transformation impact on uniformity and control as well as cost of quality
  • 8. • “After two-and-a-half years of closely monitored…formulation manufacturing, we encountered a new form of ritonavir, a crystal form... we had manufactured about 240 batches of ritonavir and none of those batches had ever failed a dissolution test.” Can Lead to Problems with Performance e.g. Polymorphic form A more stable polymorphic form appeared in product – Had to be withdrawn and reformulated Uncontrolled change in forms can impact on performance – bioavailability ….though also processing
  • 9. Despite all of the advances, problems still occur In February of 2011, production of Duragesic (Fentanyl transdermal patch) was stopped when "microscopic crystallization" was found during the manufacturing of the Durasegic 100 µg/hr patches. PRODUCT: Piperacillin and Tazobactam for Injection, USP REASON FOR RECALL Crystallization: Potential to exhibit precipitation/crystallization in IV bag or IV line upon reconstitution. PRODUCT Leucovorin Calcium Injection, USP, Sterile liquid, single use vials, 10mg/mL; REASON FOR RECALL Presence of Particulate matter:complaints of visible crystalline particulates.
  • 10. Require crystallisation process to deliver: • Purity (E) • Form (R) • Particle size distribution (R) • Shape (D) • Yield (D) • Volume productivity (D) • Short cycle time (D) (E = essential, R = required, D = Desirable) • Combine product and process understanding to develop process Crystallisation - Multiple Objectives
  • 11. An Ideal Scenario…. • Produce consistent number, form and size of nuclei then control rate of growth (avoiding further nucleation and agglomeration and/or attrition) Impure Solution Nucleation Purification and Growth Pure solid • All molecules exposed to same environment → controlled transformation kinetics → product consistency → product performance • Continuous processing allows ability to separate out stages and deliver close control over each step
  • 12. Accessing New Crystal Structures…. CBZ V DHC II Orthorhombic, Pbca, a, b, c = 9.1245(5), 10.4518(5), 24.8224(11)Å J-B. Arlin, L. S. Price, S. L. Price and A. J. Florence, Chem. Commun., 2011, 47, 7074-7076 “Predicted unobserved” structures are not necessarily ‘false’ hits Challenge for experimentalists to identify conditions for formation 10,11-Dihydrocarbamazepine (DHC) form II crystal used as isostructural, heteromolecular seed (template) for crystallisation of predicted but previously unobserved polymorph of carbamazepine (CBZ)
  • 13. Getting The Right Form Improving stability through co-crystallisation • Anti-oxidant used as a nutritional supplement • Unstable when exposure to heat and light • Prone to polymerisation > 40oC-Lipoic Acid 1:1 ALA:nicotinamide co-crystals obtained from small scale screen ALA nicotinamide Co-crystal has enhanced thermal stability Original purity After 30 minutes at 60oC 80oC ALA 99% 61% 18% Co-crystal 99% 99% 99%
  • 14. Scale-Up - Batch OBC Co-crystallisation scaled-up in 500 mL batch OBC to obtain data prior to moving to COBR: • Suitable solvent system • Cooling profile • Starting concentration • Oscillatory mixing conditions • Solvent system • Cooling profile Ternary phase diagram to confirm co-crystal domain
  • 15. COBC in the Lab Typical Ranges for Lab Setup • volume = 1 – 5L (<10, 10, 15 mm ID) • flow rates = 50 - 250 mL/min (15mm ID) • agitation = 1-3 Hz & 10-30 mm (typical range) • residence times = 10 – 300 min • T-zones = as many as required • Thermocouples inserted to control T
  • 16. Scale-up of co-crystallisation process from 0.3g (vial) → 30g (OBC)→ 1kg (COBC). SEM XRPD HPLC: purity increased to 99.03% (from 97.4%) after co-crystallisation Pawley fit to XRPD data from reclaimed sample of co-crystals (a, b, c (Å) = 26.44762, 5.31036, 34.27961; β (o) = 90.524, Rwp = 4.120) vs. batch Phase pure co-crystal product Consistent particle size
  • 17. Novel Automated PAT Enabled Process Platforms Controlling properties through continuous processing
  • 18. Crystallisation process and apparatus, WO 2011,051728 CRD Rattlesnake: COBR
  • 19. Lactose: Batch vs Continuous Crystallisation Crystalliser Mean particle size Yield % STR 71.2 27.9 MF-OBC 37.6 31.2 COBC 37.6 37.3 Crystalliser Residence time RPM/Reo STR 2.5 500 MF-OBC 2.5 300 COBC 2.5 300 19 0 2 4 6 8 10 12 0 50 100 150 200 250 Crystaldensity% crystal size µm batch STR COBC batch OBR
  • 20. Getting The Right Form Manipulating properties through continuous agglomeration Particles (10s mm) Loose aggregates (100s mm) Intergrown, spherical agglomerates (100-1000 mm) Dealing with poor powder flow Transform ‘difficult’ particles into well behaved granules
  • 21. Getting The Right Form Manipulating properties through continuous agglomeration • Granular API form of aspirin • 500 mm • Significantly improved flow properties • Suitable for direct compression
  • 22. Getting The Right Technology Manipulating properties through structural and process understanding Encrustation: webcam focused on interbaffle zone Nucleation: Inline FBRM and UV Implement real time PAT feed back for supersaturation control over crystallisations
  • 23. Exploiting PAT Routinely Multivariate data acquisition and analysis tools Identify steady state PAT enabled control Design for Quality: CQA / CPP ATR mid-FTIR FBRM ATR UV
  • 24. Progress Needs Joined Up Approach Across Innovation System from research to implementation UK TSB High Value Manufacturing Strategy, 2012-2015
  • 25. • £16M new facility – government, industry and university support • Located in the Technology Innovation Centre • Open access ethos • Room for academic and industry researchers to co-locate (currently ~60) • State of the art processing and analytical labs: • Continuous processing platforms • Suite of PAT enabled control capabilities • Surface and amorphous materials analysis • Substance and product testing See: www.cmac.ac.uk
  • 26. AcknowledgementsResearch Lihua Zhao, Ian Houson, Vishal Raval, Naomi Briggs, Thomas McGlone, Nazeer Rajoub, Humera Siddique, Cameron Brown Jan Sefcik, Anna Jawor-Baczynska, Ulrich Schacht Blair Johnston, Andrea Johnston, Rajni Bhardwaj David Littlejohn, Alison Nordon, Laura Palmer, Jaclyn Dunn Iain Oswald, Robert Young Cambridge Reactor Design, Nitech, Mettler Toledo, Avantium, AM Technology Funding Scottish Funding Council, EPSRC Centre for Innovative Manufacturing, TSB, GSK, AstraZeneca, Novartis