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PHARMACEUTICAL DEVELOPMENT: QUALITY BY
DESIGN
Name
Date
Location
PROMOTING THE QUALITY OF MEDICINES
Name
Date
Location
 Definition
 Pharmaceutical Development
 Approaches to Pharmaceutical Development
 Elements of Pharmaceutical development
 Quality by Design
Outline
3
 ICH Q8(R2)- Pharmaceutical Development
 Pramod K., Tahir M.A., Charoo N.A., Ansari S.H., Ali J. (2016).
Pharmaceutical product development: A quality by design
approach. Int J Pharm Investig; 6(3): 129–138
Reference
4
 ICH Q9- Quality Risk Management
 ICH Q10- Pharmaceutical Quality System
 ICH training materials
Reference
5
 Quality by Design (QbD)
 A systematic approach to development that begins with predefined
objectives and emphasizes product and process understanding and
process control, based on sound science and quality risk
management
Definition
6
 Process Analytical Technology (PAT)
 A system for designing, analyzing, and controlling manufacturing
through timely measurements (i.e., during processing) of critical
quality and performance attributes of raw and in-process materials
and processes with the goal of ensuring final product quality.
Definition
7
 Design Space
 The multidimensional combination and interaction of input variables
(e.g., material attributes) and process parameters that have been
demonstrated to provide assurance of quality.
Definition
8
 Product lifecycle
 All phases in the life of a product from the initial development
through marketing until the product’s discontinuation.
 Process Robustness:
 Ability of a process to tolerate variability of materials and changes of
the process and equipment without negative impact on quality.
Definition
9
 Critical Process Parameter (CPP):
 A process parameter whose variability has an impact on a critical
quality attribute and therefore should be monitored or controlled to
ensure the process produces the desired quality.
Definition
10
 Provides an opportunity to present the knowledge gained through the
application of scientific approaches and quality risk management to the
development of a product and its manufacturing process.
 Create a basis of flexible regulatory approaches by reducing uncertainty
 Facilitate risk based regulatory decisions
 Continuous improvements without the need for regulatory review
 ”real time” quality assurance
ICH Q8: Pharmaceutical development
11
 The aim of pharmaceutical development is to design a quality product
and its manufacturing process to consistently deliver the intended
performance of the product.
 The information and knowledge gained from pharmaceutical
development studies and manufacturing experience provide scientific
understanding to support the establishment of the design space,
specifications, and manufacturing controls.
ICH Q8: Pharmaceutical development
12
 Pharmaceutical Development section of a dossier
 is intended to provide a comprehensive understanding of the
product and manufacturing process for reviewers and inspectors
 The degree of regulatory flexibility is predicated on the level of
relevant scientific knowledge provided
ICH Q8: Pharmaceutical development
13
 Information from pharmaceutical development studies
 can be a basis for quality risk management
 important to recognize that quality cannot be tested into
products, i.e., quality should be built in by design
ICH Q8: Pharmaceutical development
14
 Design space is proposed by the applicant and is subject to
regulatory assessment and approval.
 Working within the design space is not considered as a change
 Movement out of the design space is considered to be a change
and would normally initiate a regulatory post approval change
process.
ICH Q8: Pharmaceutical development
15
 The product should be designed to meet patients’ needs and the
intended product performance.
 Strategies for product development vary from company to
company and from product to product.
 The approach to, and extent of, development can also vary
Approaches to Pharmaceutical Development
16
 An applicant might choose either
 an empirical approach (Minimal approach)
 a more systematic approach to product development (QbD)
 a combination of both
(ICH Q8)
Approaches to Pharmaceutical Development
17
Approaches to
Pharmaceutical
Development
18
 Differing Approaches
to Pharmaceutical
Development
(Appendix 1, ICH Q8)
 A more systematic approach to development (QbD) can include,
for example,
 incorporation of prior knowledge
 Results of studies using design of experiments
 use of quality risk management
 use of knowledge management (see ICH Q10) throughout the
lifecycle of the product.
Approaches to Pharmaceutical Development
19
 A more systematic approach to development ( QbD)
 can enhance achieving the desired quality of the product
 help the regulators to better understand a company’s strategy
 Product and process understanding can be updated with the
knowledge gained over the product lifecycle
Approaches to Pharmaceutical Development
20
 Pharmaceutical development should include, at a minimum, the
following elements
 Defining the quality target product profile (QTPP)
 as it relates to quality, safety and efficacy, considering e.g., the route of
administration, dosage form, bioavailability, strength, and stability
 Identifying potential critical quality attributes (CQAs) of the drug
product
 so that those product characteristics having an impact on product quality can
be studied and controlled
Approaches to Pharmaceutical Development
21
 Pharmaceutical development should include, at a minimum, the
following elements
 Determining the critical quality attributes of the drug substance,
excipients etc., and selecting the type and amount of excipients to
deliver drug product of the desired quality
 Selecting an appropriate manufacturing process
 Defining a control strategy
Approaches to Pharmaceutical Development
22
 A quality by design approach to product development would
additionally include the following elements:
 A systematic evaluation, understanding and refining of the
formulation and manufacturing process, including;
 Identifying, through e.g., prior knowledge, experimentation, and risk
assessment, the material attributes and process parameters that can have an
effect on product CQAs;
 Determining the functional relationships that link material attributes and
process parameters to product CQAs;
Approaches to Pharmaceutical Development
23
 Additional elements for QbD approach to product development …..
 Using the enhanced product and process understanding in
combination with quality risk management to establish an
appropriate control strategy which can, for example, include a
proposal for a design space(s) and/or real-time release testing.
• This result, more systematic approach could facilitate continual
improvement and innovation throughout the product lifecycle (See
ICH Q10).
Approaches to Pharmaceutical Development
24
 Forms the basis of design for the development of the product
 Considerations for the QTPP could include
 Intended use in clinical setting, route of administration, dosage form, delivery
systems;
 Dosage strength(s);
 Container closure system;
Elements of PD- Quality Target Product Profile (QTPP)
25
 Considerations for the QTPP …..
 Therapeutic moiety release or delivery and attributes affecting PK characteristics
(e.g., dissolution, aerodynamic performance) appropriate to the drug product
dosage form being developed
 Drug product quality criteria (e.g., sterility, purity, stability and drug release)
appropriate for the intended marketed product.
Elements of PD- Quality Target Product Profile (QTPP)
26
 CQA:
 is a physical, chemical, biological, or microbiological property or
characteristic that should be within an appropriate limit, range, or
distribution to ensure the desired product quality
 CQAs are generally associated with the drug substance, excipients, intermediates
(in-process materials) and drug product
 CQAs of SODFs are typically those aspects affecting product purity, strength,
drug release and stability
Elements of PD- Critical Quality Attributes (CQA)
27
 CQAs for other delivery systems can additionally include more
product specific aspects, such as
 aerodynamic properties for inhaled products
 sterility for parenterals
 adhesion properties for transdermal patches
 For drug substances, raw materials and intermediates, the CQAs can
additionally include those properties (e.g., particle size distribution,
bulk density) that affect drug product CQAs.
Elements of PD- Critical Quality Attributes (CQA)
28
 Linking Material Attributes and Process Parameters to Drug
Product CQAs
 Risk assessment
 is a valuable science-based process used in quality risk management
(see ICH Q9)
 aid in identifying which material attributes and process parameters
potentially have an effect on product CQAs.
Elements of PD-Risk Assessment
29
 Risk assessment
 Performed early in the PD process and is repeated as more
information becomes available and greater knowledge is obtained
 Risk assessment tools can be used to identify and rank
parameters (e.g., process, equipment, input materials) with
potential to have an impact on product quality
Elements of PD-Risk Assessment
30
 The relationship b/n process inputs (material attributes and
process parameters) and the CQAs can be described in the
design space
 This include an understanding of the linkage and effect of process
parameters and material attributes on product CQAs
Elements of PD-Design Space
31
 Parameters needs to considered:
 Selection of Variables
A description of the process parameters and material attributes
considered for the design space and their effect on product quality
 Describing a Design Space in a Submission
 A design space can be described in terms of ranges of material attributes
and process parameters, or through more complex mathematical
relationships.
Elements of PD-Design Space
32
 Describing a Design Space in a Submission…
 It is possible to describe a design space as a time dependent function
(e.g., temperature and pressure cycle of a lyophilisation cycle), or as a
combination of variables such as components of a multivariate model.
 Analysis of historical data can contribute to the establishment of a design
space.
Elements of PD-Design Space
33
 Unit Operation Design Space
 The applicant can choose to establish independent design spaces for one
or more unit operations, or to establish a single design space that spans
multiple operations
 For example, in the case of a drug product that undergoes degradation in
solution before lyophilisation, the design space to control the extent of
degradation (e.g., concentration, time, temperature) could be expressed
for each unit operation or as a sum over all unit operations.
Elements of PD-Design Space
34
 Unit Operation Design Space
 The applicant can choose to establish independent design spaces for one
or more unit operations, or to establish a single design space that spans
multiple operations
 For example, in the case of a drug product that undergoes degradation in
solution before lyophilisation, the design space to control the extent of
degradation (e.g., concentration, time, temperature) could be expressed
for each unit operation or as a sum over all unit operations.
 Design Space Versus Proven Acceptable Ranges
Elements of PD-Design Space
35
 It begins with predefined
objectives and requires an
understanding how
formulation and process
variables influence
product quality
Quality by Design (QbD)
36
 Involves a thorough understanding of the relationship of product
performance with product attribute and process
 Involves the use of multivariate statistics and design of
experiments technique
Quality by Design (QbD)
37
 Application of QbD approach in pharmaceutical product
development
 is systematic, involving multivariate experiments utilizing process
analytical technology (PAT) and other tests to identify critical quality
attributes (CQAs) based on risk assessments (RAs)
 can lead to robust formulations and high success rate in regulatory
approvals
Quality by Design (QbD)
38
Figure 1: depicts an
overall QbD system
where RA and risk
control for the product
and process are involved
Quality by Design (QbD)
39
• Key steps
for
product
under QbD
Quality by
Design
40
 The important components of product development by QbD
are
 target product profile (TPP)
 target product quality profile (TPQP)
 design and development of product
 developing the manufacturing process
 identifying the CQA
Quality by Design (QbD)
41
 The components of product development by QbD ….
 assessment and management of the risks involved in the process
 establishment of design space
 defining a control strategy for a product to stay within the design
space.
Quality by Design (QbD)
42
 Control strategy
 A control strategy is designed to ensure that a product of required
quality will be produced consistently
 The elements of the control strategy should describe and justify how
in-process controls and the controls of input materials (API &
excipients), intermediates, container closure system, and drug
products contribute to the final product quality
Quality by Design (QbD)
43
 Control strategy
 A control strategy is designed to ensure that a product of required
quality
 The controls should be based on product, formulation and process
understanding and should include, at a minimum, control of the
critical process parameters and material attributes
 Sources of variability that can impact product quality should be
identified, appropriately understood, and subsequently controlled
Quality by Design (QbD)
44
 Control strategy…
 Process understanding can enable an alternative manufacturing
paradigm where the variability of input materials could be less tightly
constrained
o it can be possible to design an adaptive process step with appropriate process
control to ensure consistent product quality
Quality by Design (QbD)
45
 Control strategy…
 Enhanced understanding of product performance can justify the use
of alternative approaches to determine that the material is meeting
its quality attributes.
o The use of such alternatives could support real time release testing
o For example,
 DT could serve as a surrogate for DS for fast-disintegrating solid forms with highly soluble drug
substances
Quality by Design (QbD)
46
 Control strategy can include but not limited to
 Control of input material attributes (e.g., API, excipients, primary packaging Ms)
 Product specification(s)
 Controls for unit operations that have an impact on downstream processing or
product quality
 In-process or real-time release testing in lieu of end-product testing (e.g.
measurement and control of CQAs during processing)
 A monitoring program (e.g., full product testing at regular intervals) for verifying
multivariate prediction models
Quality by Design (QbD)
47
 Product Lifecycle Management and Continual Improvement
 Provide an opportunity to evaluate innovative approaches to improve product
quality (see ICH Q10) through out product life cycle
 Process performance can be monitored to ensure that it is working as anticipated to
deliver product quality attributes as predicted by the design space including
 Trend analysis of the manufacturing process as additional experience is gained during routine
manufacture
Quality by Design (QbD)
48
 Q8(R2) - Example QbD Approach
 Quality Target Product Profile (QTPP)
 Determine “potential” critical quality attributes (CQAs)
 Link raw material attributes and process parameters to CQAs and
perform risk assessment
 Develop a design space
 Design and implement a control strategy
 Manage product lifecycle, including continual improvement
Quality by Design (QbD)
49
Product profile
Continuous
improvement
CQA’s
Risk Assessment
Design Space
Control strategy
Quality by Design-Case study
50
Quality by Design-Case study
51
Quality by Design-Case study
52
Questions?
Thank You

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D3. Pharmaceutical Development, Quality by Design.pptx

  • 1. PHARMACEUTICAL DEVELOPMENT: QUALITY BY DESIGN Name Date Location
  • 2. PROMOTING THE QUALITY OF MEDICINES Name Date Location
  • 3.  Definition  Pharmaceutical Development  Approaches to Pharmaceutical Development  Elements of Pharmaceutical development  Quality by Design Outline 3
  • 4.  ICH Q8(R2)- Pharmaceutical Development  Pramod K., Tahir M.A., Charoo N.A., Ansari S.H., Ali J. (2016). Pharmaceutical product development: A quality by design approach. Int J Pharm Investig; 6(3): 129–138 Reference 4
  • 5.  ICH Q9- Quality Risk Management  ICH Q10- Pharmaceutical Quality System  ICH training materials Reference 5
  • 6.  Quality by Design (QbD)  A systematic approach to development that begins with predefined objectives and emphasizes product and process understanding and process control, based on sound science and quality risk management Definition 6
  • 7.  Process Analytical Technology (PAT)  A system for designing, analyzing, and controlling manufacturing through timely measurements (i.e., during processing) of critical quality and performance attributes of raw and in-process materials and processes with the goal of ensuring final product quality. Definition 7
  • 8.  Design Space  The multidimensional combination and interaction of input variables (e.g., material attributes) and process parameters that have been demonstrated to provide assurance of quality. Definition 8
  • 9.  Product lifecycle  All phases in the life of a product from the initial development through marketing until the product’s discontinuation.  Process Robustness:  Ability of a process to tolerate variability of materials and changes of the process and equipment without negative impact on quality. Definition 9
  • 10.  Critical Process Parameter (CPP):  A process parameter whose variability has an impact on a critical quality attribute and therefore should be monitored or controlled to ensure the process produces the desired quality. Definition 10
  • 11.  Provides an opportunity to present the knowledge gained through the application of scientific approaches and quality risk management to the development of a product and its manufacturing process.  Create a basis of flexible regulatory approaches by reducing uncertainty  Facilitate risk based regulatory decisions  Continuous improvements without the need for regulatory review  ”real time” quality assurance ICH Q8: Pharmaceutical development 11
  • 12.  The aim of pharmaceutical development is to design a quality product and its manufacturing process to consistently deliver the intended performance of the product.  The information and knowledge gained from pharmaceutical development studies and manufacturing experience provide scientific understanding to support the establishment of the design space, specifications, and manufacturing controls. ICH Q8: Pharmaceutical development 12
  • 13.  Pharmaceutical Development section of a dossier  is intended to provide a comprehensive understanding of the product and manufacturing process for reviewers and inspectors  The degree of regulatory flexibility is predicated on the level of relevant scientific knowledge provided ICH Q8: Pharmaceutical development 13
  • 14.  Information from pharmaceutical development studies  can be a basis for quality risk management  important to recognize that quality cannot be tested into products, i.e., quality should be built in by design ICH Q8: Pharmaceutical development 14
  • 15.  Design space is proposed by the applicant and is subject to regulatory assessment and approval.  Working within the design space is not considered as a change  Movement out of the design space is considered to be a change and would normally initiate a regulatory post approval change process. ICH Q8: Pharmaceutical development 15
  • 16.  The product should be designed to meet patients’ needs and the intended product performance.  Strategies for product development vary from company to company and from product to product.  The approach to, and extent of, development can also vary Approaches to Pharmaceutical Development 16
  • 17.  An applicant might choose either  an empirical approach (Minimal approach)  a more systematic approach to product development (QbD)  a combination of both (ICH Q8) Approaches to Pharmaceutical Development 17
  • 18. Approaches to Pharmaceutical Development 18  Differing Approaches to Pharmaceutical Development (Appendix 1, ICH Q8)
  • 19.  A more systematic approach to development (QbD) can include, for example,  incorporation of prior knowledge  Results of studies using design of experiments  use of quality risk management  use of knowledge management (see ICH Q10) throughout the lifecycle of the product. Approaches to Pharmaceutical Development 19
  • 20.  A more systematic approach to development ( QbD)  can enhance achieving the desired quality of the product  help the regulators to better understand a company’s strategy  Product and process understanding can be updated with the knowledge gained over the product lifecycle Approaches to Pharmaceutical Development 20
  • 21.  Pharmaceutical development should include, at a minimum, the following elements  Defining the quality target product profile (QTPP)  as it relates to quality, safety and efficacy, considering e.g., the route of administration, dosage form, bioavailability, strength, and stability  Identifying potential critical quality attributes (CQAs) of the drug product  so that those product characteristics having an impact on product quality can be studied and controlled Approaches to Pharmaceutical Development 21
  • 22.  Pharmaceutical development should include, at a minimum, the following elements  Determining the critical quality attributes of the drug substance, excipients etc., and selecting the type and amount of excipients to deliver drug product of the desired quality  Selecting an appropriate manufacturing process  Defining a control strategy Approaches to Pharmaceutical Development 22
  • 23.  A quality by design approach to product development would additionally include the following elements:  A systematic evaluation, understanding and refining of the formulation and manufacturing process, including;  Identifying, through e.g., prior knowledge, experimentation, and risk assessment, the material attributes and process parameters that can have an effect on product CQAs;  Determining the functional relationships that link material attributes and process parameters to product CQAs; Approaches to Pharmaceutical Development 23
  • 24.  Additional elements for QbD approach to product development …..  Using the enhanced product and process understanding in combination with quality risk management to establish an appropriate control strategy which can, for example, include a proposal for a design space(s) and/or real-time release testing. • This result, more systematic approach could facilitate continual improvement and innovation throughout the product lifecycle (See ICH Q10). Approaches to Pharmaceutical Development 24
  • 25.  Forms the basis of design for the development of the product  Considerations for the QTPP could include  Intended use in clinical setting, route of administration, dosage form, delivery systems;  Dosage strength(s);  Container closure system; Elements of PD- Quality Target Product Profile (QTPP) 25
  • 26.  Considerations for the QTPP …..  Therapeutic moiety release or delivery and attributes affecting PK characteristics (e.g., dissolution, aerodynamic performance) appropriate to the drug product dosage form being developed  Drug product quality criteria (e.g., sterility, purity, stability and drug release) appropriate for the intended marketed product. Elements of PD- Quality Target Product Profile (QTPP) 26
  • 27.  CQA:  is a physical, chemical, biological, or microbiological property or characteristic that should be within an appropriate limit, range, or distribution to ensure the desired product quality  CQAs are generally associated with the drug substance, excipients, intermediates (in-process materials) and drug product  CQAs of SODFs are typically those aspects affecting product purity, strength, drug release and stability Elements of PD- Critical Quality Attributes (CQA) 27
  • 28.  CQAs for other delivery systems can additionally include more product specific aspects, such as  aerodynamic properties for inhaled products  sterility for parenterals  adhesion properties for transdermal patches  For drug substances, raw materials and intermediates, the CQAs can additionally include those properties (e.g., particle size distribution, bulk density) that affect drug product CQAs. Elements of PD- Critical Quality Attributes (CQA) 28
  • 29.  Linking Material Attributes and Process Parameters to Drug Product CQAs  Risk assessment  is a valuable science-based process used in quality risk management (see ICH Q9)  aid in identifying which material attributes and process parameters potentially have an effect on product CQAs. Elements of PD-Risk Assessment 29
  • 30.  Risk assessment  Performed early in the PD process and is repeated as more information becomes available and greater knowledge is obtained  Risk assessment tools can be used to identify and rank parameters (e.g., process, equipment, input materials) with potential to have an impact on product quality Elements of PD-Risk Assessment 30
  • 31.  The relationship b/n process inputs (material attributes and process parameters) and the CQAs can be described in the design space  This include an understanding of the linkage and effect of process parameters and material attributes on product CQAs Elements of PD-Design Space 31
  • 32.  Parameters needs to considered:  Selection of Variables A description of the process parameters and material attributes considered for the design space and their effect on product quality  Describing a Design Space in a Submission  A design space can be described in terms of ranges of material attributes and process parameters, or through more complex mathematical relationships. Elements of PD-Design Space 32
  • 33.  Describing a Design Space in a Submission…  It is possible to describe a design space as a time dependent function (e.g., temperature and pressure cycle of a lyophilisation cycle), or as a combination of variables such as components of a multivariate model.  Analysis of historical data can contribute to the establishment of a design space. Elements of PD-Design Space 33
  • 34.  Unit Operation Design Space  The applicant can choose to establish independent design spaces for one or more unit operations, or to establish a single design space that spans multiple operations  For example, in the case of a drug product that undergoes degradation in solution before lyophilisation, the design space to control the extent of degradation (e.g., concentration, time, temperature) could be expressed for each unit operation or as a sum over all unit operations. Elements of PD-Design Space 34
  • 35.  Unit Operation Design Space  The applicant can choose to establish independent design spaces for one or more unit operations, or to establish a single design space that spans multiple operations  For example, in the case of a drug product that undergoes degradation in solution before lyophilisation, the design space to control the extent of degradation (e.g., concentration, time, temperature) could be expressed for each unit operation or as a sum over all unit operations.  Design Space Versus Proven Acceptable Ranges Elements of PD-Design Space 35
  • 36.  It begins with predefined objectives and requires an understanding how formulation and process variables influence product quality Quality by Design (QbD) 36
  • 37.  Involves a thorough understanding of the relationship of product performance with product attribute and process  Involves the use of multivariate statistics and design of experiments technique Quality by Design (QbD) 37
  • 38.  Application of QbD approach in pharmaceutical product development  is systematic, involving multivariate experiments utilizing process analytical technology (PAT) and other tests to identify critical quality attributes (CQAs) based on risk assessments (RAs)  can lead to robust formulations and high success rate in regulatory approvals Quality by Design (QbD) 38
  • 39. Figure 1: depicts an overall QbD system where RA and risk control for the product and process are involved Quality by Design (QbD) 39
  • 40. • Key steps for product under QbD Quality by Design 40
  • 41.  The important components of product development by QbD are  target product profile (TPP)  target product quality profile (TPQP)  design and development of product  developing the manufacturing process  identifying the CQA Quality by Design (QbD) 41
  • 42.  The components of product development by QbD ….  assessment and management of the risks involved in the process  establishment of design space  defining a control strategy for a product to stay within the design space. Quality by Design (QbD) 42
  • 43.  Control strategy  A control strategy is designed to ensure that a product of required quality will be produced consistently  The elements of the control strategy should describe and justify how in-process controls and the controls of input materials (API & excipients), intermediates, container closure system, and drug products contribute to the final product quality Quality by Design (QbD) 43
  • 44.  Control strategy  A control strategy is designed to ensure that a product of required quality  The controls should be based on product, formulation and process understanding and should include, at a minimum, control of the critical process parameters and material attributes  Sources of variability that can impact product quality should be identified, appropriately understood, and subsequently controlled Quality by Design (QbD) 44
  • 45.  Control strategy…  Process understanding can enable an alternative manufacturing paradigm where the variability of input materials could be less tightly constrained o it can be possible to design an adaptive process step with appropriate process control to ensure consistent product quality Quality by Design (QbD) 45
  • 46.  Control strategy…  Enhanced understanding of product performance can justify the use of alternative approaches to determine that the material is meeting its quality attributes. o The use of such alternatives could support real time release testing o For example,  DT could serve as a surrogate for DS for fast-disintegrating solid forms with highly soluble drug substances Quality by Design (QbD) 46
  • 47.  Control strategy can include but not limited to  Control of input material attributes (e.g., API, excipients, primary packaging Ms)  Product specification(s)  Controls for unit operations that have an impact on downstream processing or product quality  In-process or real-time release testing in lieu of end-product testing (e.g. measurement and control of CQAs during processing)  A monitoring program (e.g., full product testing at regular intervals) for verifying multivariate prediction models Quality by Design (QbD) 47
  • 48.  Product Lifecycle Management and Continual Improvement  Provide an opportunity to evaluate innovative approaches to improve product quality (see ICH Q10) through out product life cycle  Process performance can be monitored to ensure that it is working as anticipated to deliver product quality attributes as predicted by the design space including  Trend analysis of the manufacturing process as additional experience is gained during routine manufacture Quality by Design (QbD) 48
  • 49.  Q8(R2) - Example QbD Approach  Quality Target Product Profile (QTPP)  Determine “potential” critical quality attributes (CQAs)  Link raw material attributes and process parameters to CQAs and perform risk assessment  Develop a design space  Design and implement a control strategy  Manage product lifecycle, including continual improvement Quality by Design (QbD) 49 Product profile Continuous improvement CQA’s Risk Assessment Design Space Control strategy