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Dr. Basavaraj K. Nanjwade
Principal Scientist
Trroy Life Sciences Pvt Ltd
C-14, New Town Yelhanka
Bangalore-560064, Karnataka, India
1Krupanidhi College of Pharmacy, Bangalore-560035
QbD for Product Development of Solid,
Semisolid and Liquid Dosage Forms
12/10/2019
Content
• Components of the Drug Product
• Drug Product
• Manufacturing Process Development
• Container Closure System
• Microbiological Attributes
• Compatibility
• Quality Target Product Profile
• Critical Quality Attributes
• Risk Assessment: Linking Material Attributes and Process Parameters
to Drug Products CQAs
• Design Space
• Control Strategy
• Product Lifecycle management and Continual Improvement
• Submission of Pharmaceutical Development and Related Information
in Common Technical Document (CTD) Format (3)
2Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
Dosage Forms
Sl.
No
Dosage Sl.
No
Dosage
01 Capsules 09 Ointments
02 Cream 10 Oral Liquids
03 Ear Drops 11 Oral powders
04 Eye Drops 12 Parenteral preparations
05 Eye Ointment 13 Pessaries
06 Gels 14 Suppositories
07 Inhalation preparations 15 Tablets
08 Insulin Preparation 16
12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 3
Quality by Design
A Systematic approach
• To development
• That begins with predefined objectives
• Emphasizes product and process understanding
• Process control
• Based on sound sciences and quality risk
management
4Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
Quality by Design
• Pharmaceutical quality refers to product free of
contamination and reproducibly delivers the therapeutic
benefit promised in the label to the consumer.
• The Quality of the pharmaceutical product can be
evaluated by in vivo or in vitro performance tests.
• Quality by design assures in vitro product performance
and In vitro product performance provides assurance of
in vivo product performance.
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QbD Approach
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QbD Tools
• Design of experiments (DoE)
• Risk assessment
• Process analytical technology (PAT)
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Design of experiments (DoE)
• A systematic series of experiments,
• In which purposeful changes are made to INPUT factors to
identify causes for significant changes in the OUTPUT
responses.
• Determining the relationship between factors and responses
to evaluate all the potential factors simultaneously,
systematically and speedily.
• With complete understanding of the process to assist in
better product development and subsequent process scale-up
with pretending the finished product quality and
performance.
8Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
Risk assessment
• Basic Risk Management Facilitation Methods
• Failure Mode Effects Analysis (FMEA)
• Failure Mode, Effects and Criticality Analysis (FMECA)
• Fault Tree Analysis (FTA)
• Hazard Analysis and Critical Control Points (HACCP)
• Hazard Operability Analysis (HAZOP)
• Preliminary Hazard Analysis (PHA)
• Risk Ranking and Filtering
• Supporting Statistical Tools
9Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
Process analytical technology (PAT)
• Multivariate tools for design, data acquisition
and analysis
• Process analyzers
• Process control tools
• Continuous improvement and knowledge
management tools
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Quality by End Product Testing
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Quality by Design
12Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
Traditional approach & Enhanced QbD approach
Aspects Non-QbD QbD
Pharmaceutical
Development
Empirical, Random,
Focus on optimization
Systematic, Multivariate
experiments, Focus on control
strategy and robustness
Manufacturing
Process
Fixed Adjustable within design space,
managed by company’s quality
systems
Process Control Some in-process testing PAT utilized, Process operations
tracked and trended
Product Specification Primary means of quality
control, based on batch
data
Part of the overall quality control
strategy, based on desired product
performance
Control Strategy By testing and inspection Risk-based control strategy , real-
time release possible
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Components of the Drug Product
• Drug Substance: The physicochemical and biological
properties of the drug substance that can influence the
performance of the drug product and its
manufacturability, or were specifically designed into
the drug substance (e.g., solid state properties), should
be identified and discussed.
• Excipients: The excipients chosen, their concentration,
and the characteristics that can influence the drug
product performance (e.g., stability, bioavailability) or
manufacturability should be discussed relative to the
respective function of each excipient.
14Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
Drug Product
• Formulation Development: Any excipient
ranges included in the batch formula
• Overages: Amount of drug substance listed in
the batch formula.
• Physicochemical and Biological Properties:
Selection of dissolution vs. disintegration
testing
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Manufacturing Process Development
• The manufacturing processes used to produce
batches for pivotal clinical trials (safety,
efficacy, bioavailability, bioequivalence) or
primary stability studies.
• Process robustness can be useful in risk
assessment and risk reduction
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Container Closure System
• The choice and rationale for selection of the container
closure system for the commercial product (described
in 3.2.P.7) should be discussed.
• The choice of materials for primary packaging should
be justified.
• Justification for secondary packaging materials
should be included, when relevant.
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Microbiological Attributes
• The selection and effectiveness of preservative
systems in products containing antimicrobial
preservative
• For sterile products, the integrity of the container
closure system as it relates to preventing
microbial contamination
• Antimicrobial preservative effectiveness should
be demonstrated during development.
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Compatibility
• The compatibility of the drug product with
reconstitution diluents (e.g., precipitation,
stability) should be addressed to provide
appropriate and supportive information for the
labeling.
• This information should cover the recommended
in-use shelf life, at the recommended storage
temperature and at the likely extremes of
concentration.
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Target of QbD
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Quality Target product Profile (QTPP)
-Therapeutic Equivalence for Generic Drug Product
-Pharmaceutical Equivalence (same dosage form, route of administration, strength and same quality)
-Bio-Equivalence (same pharmacokinetics in terms of Cmax, AUC to reference product)
Critical Quality Attributes (CQAs)
-Quality: Assay, Uniformity of Dosage units
-Safety: Impurities (Related substances), Residual Solvents, Microbiological limits
-Efficacy: Dissolution & Absorption &
-Multidisciplinary: Patient Acceptance & Compliance
Quality Risk Assessment of CMAs & CPPs with CQAs
-Risk Identification by Ishikawa Fishbone
-Risk Analysis by Relative Risk Based Matrix Analysis
-Risk Evaluation by Failure Mode Effective Analysis (FMEA)
Designing of Experiments (DoE) & Design Space
For Screening & Optimization of CMAs &CPPs with respect to CQAs by superimposing contour plot to generate
Overlay Plot (Proven acceptable Ranges & Edges of failure) based upon desired ranges of Responses
Process Analytical Technology (PAT)
For continuous automatic IN LINE analyzing & Feed Back controlling critical processing through timely
measurements of CMA & CPAs by INLINE Analyzers with auto sensors with the ultimate goal of consistently
ensuring finished product quality with respect to desired CQAs
Implementation of Control Strategy
For Controls of CMAs, CPPs within Specifications by Real Time Release Testing, Online Monitoring System, Inline
PAT Analyzers based upon previous results on development, Scale Up. Exhibit/Validation batches.
Quality Target Product Profile
(QTPP) of Tablet
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Therapeutic
Equivalence of
generic Drug
Product
Pharmaceutical
Equivalence
Bio-Equivalence
Of Generic Tablets With Patient Compliance
Pharmaceutical Equivalence
Similar Dosage form Tablet
Dosage Design IR
Route of Administration Oral
Dosage strength X mg
Drug product Quality Assay, Uniformity, Impurity, Dissolution,
Microbiological limits, water content,
residual solvent with acceptable limits of
specification.
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Bio-Equivalence
Similar Drug Product
Performance Matching
Pharmacokinetics Matching
Rate of Absorption AUCo-t, AUCo-∞
Extent of absorption Cmax 90% CI of these PK Parameters should fall
within bioequivalence limits of 80-125 with reference
product.
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Patient compliance
Primary Packaging HDPE container: PP closure to achieve desired
stability and target shelf life
Ease of storage & Distribution Should be stable against hydrolysis, oxidation, photo
degradation and microbial growth
Patient Acceptance Should passess acceptable taste (in case of
soluble/dispersible effervescent tablet)
Patient Compliance Can be easily administered similar with reference
product labelling
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Quality Target Product Profile
(QTPP) of Tablet
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Critical Quality Attribute (CQA) of
Tablets
Physical Attributes Color, Size, Shape, Score configuration should acceptable to the patient mostly
similar to reference product to ensure Patient Compliance
Identification Positive for Drug Substance but controlled at drug substance release stage itself
Assay Should be between 90.0 to 110% of labeled claim to ensure safety and efficacy
Weight/Content Should conform to USP<905>; Uniformity of dosage form units: 90.0-110.0% of
labeled claim with AV: NMT 15.0; RSD: NMT 5.0% to ensure patient safety and
product efficacy.
Water Content Should be as per in house specification according to stability data to ensure patient
safety.
Impurities Should be within limits as per ICH Q3A and Q3B OR Reference product
characterization to ensure patient safety.
Dissolution NLT 80% (Q) of labeled amount of drug should be dissolved within 30 mins. In pH 6.8
buffer, 900 ml, Apparatus I 100 rpm to ensure desired bioavailability and Efficacy.
Residual Solvents Should conform to USP<467> option 1 RS controlled at Drug Substance and Incipient
Release stage itself
Microbiological Limits Should conform to USP <61 & 62> But controlled and Drug Substance and Exicipient
Release stage itself.
12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 26
Critical Material Attribute
(CMA) of Tablets
• Independent formulation variable i.e.
Physicochemical properties of active (drug
substance) & inactive ingredients (excipients)
affecting CQAs of semi-finished and/or
finished drug products.
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Critical Process Parameter (CPP)
of Tablets
• Independent process parameter
• Most likely to affect the CQAs of an
intermediate or finished drug product and
therefore should be monitored or controlled.
• To ensure the process produces the desired
quality product.
Note: Risk related to individual CMAs &/or CPPs will be identified, analyzed qualitatively & then evaluated quantitatively
in order to reduce the probability of risk through optimization by DoE &/or inline detection by PAT
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Quality Target Product Profile
(QTPP) for Cream
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Critical Quality Attribute (CQA)
for Cream
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Quality Target Product Profile (QTPP)
• A prospective summary of
• The quality characteristics of a drug product
• That Ideally will be achieved to ensure the
desired quality,
• Taking into account Safety and Efficacy of the
drug product.
Krupanidhi College of Pharmacy, Bangalore-560035 3112/10/2019
QTPP of Solution
QTPP Element Target Justification
Dosage Form Solution Same dosage form
Dosage Design IR Formulation Label claims
Route of Administration Oral/External
Dosage Strength
Drug Product Quality Attributes
Appearance
Assay
Content Uniformity
Impurities
pH of system
Microbial limits
Antimicrobial content
Antioxidant content
Extractable
Viscosity/Specification
Primary and Secondary Packaging
Pharmaco-Kinetics
Ease of Storage and Distribution
Stability and Self Life
Patient Acceptance and Patient Compliance
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Critical Quality Attribute (CQA)
A 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.
Krupanidhi College of Pharmacy, Bangalore-560035 3312/10/2019
CQA of Solution
Quality Attributes of Drug Product Target In this a
CQA?
Physical Appearances Colour, Odor & taste etc Yes
Identification Monograph Yes
Rheological properties (viscosity/specific
gravity
As Per Pharmacopoeia Yes
Assay 90.0 to 110.0% Yes
Weight variation/Content Uniformity Labelled claim (NMT 15.0%) Yes
Antimicrobial Preservative content As per Pharmacopoeia Yes
Antioxidant preservative content As per specification Yes
pH of System As per Pharmacopoeia Yes
Impurities/Degradation Product As per ICH Q3A & Q3B Yes
Microbiological Limits Conforms to USP, BP, IP Yes
Extractable Conforms to USP, BP, IP Yes
Dissolution As per specification Yes
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Risk Assessment: Linking Material Attributes
and Process Parameters to Drug Products CQAs
• 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, based on prior
knowledge and initial experimental data.
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Risk Assessment
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Critical Material Attribute (CMA)
• Independent formulation variables i.e.
Physicochemical properties of active (drug
substance) & inactive ingredients (excipients)
• Affecting CQAs of semi-finished and/or
finished drug product.
Krupanidhi College of Pharmacy, Bangalore-560035 3712/10/2019
Critical Process Parameter (CPP)
• Independent process parameter
• Most likely to affect the CQAs of an
intermediate or finished drug product and
therefore should be monitored or controlled.
• To ensure the process produces the desired
quality product.
Krupanidhi College of Pharmacy, Bangalore-560035 3812/10/2019
Critical Material Attribute (CMAs)
Physico-Chemical
Properties
Critical Material Attribute
(CMAs)
Failure Mode Effect
Analysis (FMEA)
(Critical Event)
Physical Properties
Solid State Form Different Polymorph/form
Particle Size Distribution
(PSD)
High PSD
Moisture content High water content
Residual solvents High residual solvent
Chemical Properties
Solubility Different salt/Form
Volatility High
Process Impurities Less Purity
Chemical Stability Poor
Biological Properties Microbial Content High
39Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
Critical Material Attribute (CMAs)
Excipient (Inactive Ingredient) Critical Material Attribute Failure Mode (Critical Event)
Vehicles/Solvents Quantity of Vehicle/Solvent Less than optimum
More than optimum
Hydrocolloid (Suspending agent as
a structured vehicle)
Source of Hydrocolloid Natural
Concentration of Hydrocolloid
Less than optimum
More than optimum
Surfactants (As
Solubilizing/agents)
Ionic Nature of surfactant Cationic/Anionic in nature
Concentration of Surfactant
Less than optimum
More than optimum
Buffering Agent
pH of the Buffer
Within Neutral Range
Within Acidic/Basic Range
Anti-Microbial Concentration of Anti-Microbial Less than optimum
Anti-Oxidant Concentration of Anti-oxidant Less than optimum
Sweetener/Flavouring agent Concentration of sweetener/Flavour Not Optimum
Coloring agent Concentration of Coloring Agent Not Optimum
Krupanidhi College of Pharmacy, Bangalore-560035 4012/10/2019
Critical Process Parameters (CPP)
Krupanidhi College of Pharmacy, Bangalore-560035 41
Unit Operations Critical Process Parameters (CPPs) Failure Mode (Critical Event)
Vehicle/Solvent Preparation Storage & Distribution
Rate of Addition Higher than Optimum
Filtration Rate
Heating Rate (Temp Time) Lower than Optimum
Higher than Optimum
Mixing Rate (Speed Time)
With Co-Solvents
Lower than Optimum
Solubilization of solid (API+Presevative) by
surfactants
Order of addition Incorrect
Impeller Design & Position Improper
Mixing Rate (Speed Time) Lower than Optimum
Heating Rate (Temp Time) Higher than Optimum
Supporting by structured Vehicles Order of Addition Incorrect
Rate of Addition Higher than Optimum
Mixing Rate (Speed Time) Lower than Optimum
Organoleptic addition with mixing Order of Addition Incorrect
Mixing Rate (Speed Time) Lower than Optimum
Heating Rate (Temp Time) Higher than Optimum
pH Adjustment with Buffer & Final Volume make
up with vehicle & final mixing
Rate of Addition Higher than Optimum
Impeller Design & Position Improper
Mixing Rate (Speed Time) Lower than Optimum
Heating Rate (Temp Time) Lower than Optimum
Higher than Optimum
Ultrafiltration in Colloidal mill
Type & Principle of Filter Improper
Filter Screen size Incorrect
Rate of Filtration Higher than Optimum
Filling, Capping & Sealling with nitrogen purging
Filling rate (Speed Time) Not Optimum
Higher than Optimum
Nitrogen purging rate Lower than Optimum
Capping & sealing rate Lower than Optimum
12/10/2019
Design of Experiments (DoE)
• A systematic series of experiments
• In which purposeful changes are made to input factors to
identify causes for significant changes in the output responses
&
• Determining the relationship between factors and responses to
evaluate all the potential factors simultaneously, systematically
and speedily;
• With complete understanding of the process to assist in better
product development and subsequent process scale-up with
pretending the finished product quality and performance.
Krupanidhi College of Pharmacy, Bangalore-560035 4212/10/2019
Design Space
The Multidimensional Combination and
Interaction of
• Critical Material Attributes and
• Critical Process Parameters that have been
demonstrated to provide assurance of quality.
Krupanidhi College of Pharmacy, Bangalore-560035 4312/10/2019
Design Space
1. Selection of Variables
2. Describing a Design Space in a Submission
3. Unit Operation Design Space(s)
4. Relationship of Design Space to Scale and
Equipment
5. Design Space Versus Proven Acceptable
Ranges
6. Design Space and Edge of Failure
44Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
Design Space
45Krupanidhi College of Pharmacy, Bangalore-560035
Temperature
Pressure
Large square shows the ranges tested in the DOE
Red area shows points of failure
Green area shows points of success.
12/10/2019
1. Selection of Variables
• A description should be provided in the application of
the process parameters and material attributes
considered for the design space, those that were
included, and their effect on product quality.
• The rationale for inclusion in the design space should
be presented.
• In some cases, it is helpful to provide also the
rationale as to why some parameters were excluded.
• Knowledge gained from studies should be described
in the submission.
46Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
2. 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.
• 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.
• Scaling factors can also be included if the design space
is intended to span multiple operational scales.
• Analysis of historical data can contribute to the
establishment of a design space.
47Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
3. Unit Operation Design Space(s)
• 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.
• While a separate design space for each unit
operation is often simpler to develop, a design
space that spans the entire process can provide
more operational flexibility.
48Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
4. Relationship of Design Space to
Scale and Equipment
• When describing a design space, the applicant should consider
the type of operational flexibility desired.
• A design space can be developed at any scale.
• The applicant should justify the relevance of a design space
developed at small or pilot scale to the proposed production
scale manufacturing process and discuss the potential risks in
the scale-up operation.
• If the applicant proposes the design space to be applicable to
multiple operational scales, the design space should be
described in terms of relevant scale-independent parameters.
• Dimensionless numbers and/or models for scaling can be
included as part of the design space description.
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5. Design Space Versus Proven
Acceptable Ranges
• A combination of proven acceptable ranges
does not constitute a design space.
• However, proven acceptable ranges based on
univariate experimentation can provide useful
knowledge about the process.
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6. Design Space and Edge of Failure
• It can be helpful to determine the edge of failure for
process parameters or material attributes, beyond
which the relevant quality attributes cannot be met.
• However, determining the edge of failure or
demonstrating failure modes are not essential parts of
establishing a design space.
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Design Space for drying
52Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
Process Analytical Technology (PAT)
A System for-
• Designing,
• Analysing &
• 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.
Krupanidhi College of Pharmacy, Bangalore-560035 5312/10/2019
Control Strategy
• A planned set of controls for CMAs and CPPs-
derived from current product and process
understanding
• During lab Scale Developmental Stage
• Scaled Up Exhibit-Submission Stage that
ensures process performance and product
quality
• During Commercial Stage
Krupanidhi College of Pharmacy, Bangalore-560035 5412/10/2019
Control Strategy for CMA
Factors CMA’s Purpose of Control
Active Pharmaceutical Ingredient (API) CMA
Polymorphic Form 2 values To ensure batch to batch consistency in Dissolution
Excipient CMA
Vehicle Grade To ensure consistence compatibility, purity & Micro. Stab.
Surfactant Type (Tween 80) To ensure batch to batch consistency in solubility, pour
ability, Physical Stability & Compatibility
Concentration (%w/w)
Hydrocolloids Source (CMA)
Concentration (%w/w)
Sweetener Concentration (%w/w) To ensure batch to batch consistent Patient Acceptance &
Compliance
Flavor Concentration (%w/w)
Color Concentration (%w/w)
Anti-Microbial Concentration (%w/w) To ensure batch to batch consistency Chemical &
Microbiological stability
Anti-Oxidant Concentration (%w/w)
Buffer Concentration (%w/w)
Krupanidhi College of Pharmacy, Bangalore-560035 5512/10/2019
Control Strategy for CPP
Factors (s) CPPs Purpose of Control
Vehicle/Solvent Preparation with
Sweetener, Flavor, Color
Heating Temperature To ensure consistance
compatibility, acceptability, purity
& Micro. Stability
Mixing Time
Controlled Solubilization by
surfactant & hydrocolloids
Heating Temperature To ensure batch to batch consiste
cy in Solubility, Pour ability,
Physical Stability & Compatibility
Mixing Time
pH Adjustment with Buffer &
Final Volume make up with
vehicle & final Mixing
Heating Temperature To ensure batch to batch
consistency Chemical &
Microbiological stability
Mixing Time
Ultrafiltration Particulate Matter Screen
Size
To ensure batch to batch purity to
warrant Safety
Microbial Filter Screen Size
Filling, Capping & Sealing Temperature To ensure Chemical Stability
Vacuum Pressure with
Nitrogen Purging
Krupanidhi College of Pharmacy, Bangalore-560035 5612/10/2019
Product Lifecycle Management and
Continual Improvement
• Throughout the product lifecycle, companies have
opportunities to evaluate innovative approaches to
improve product quality
• Process performance can be monitored to ensure that it is
working as anticipated to deliver product quality
attributes as predicted by the design space.
• Expansion, reduction, or redefinition of the design space
could be desired upon gaining additional process
knowledge.
• Change of design space is subject to regional
requirements.
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Continual Improvement
Risk Review and Risk Communication
Lifecycle
Management
Formulation
R&D
Analytical
R&D
Regulatory
Affairs
Manufacturing
Plant
Quality
Assurance
Quality
Control
Krupanidhi College of Pharmacy, Bangalore-560035 5812/10/2019
SUBMISSION OF PHARMACEUTICAL
DEVELOPMENT (3)
• Quality Risk Management and Product and Process
Development
• Design Space
• Control Strategy
• Drug Substance Related Information
59Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
Quality Risk Management and Product
and Process Development (3.1)
• Quality risk management can be used at different stages
during product and process development and
manufacturing implementation.
• The assessments used to guide and justify development
decisions can be included in the relevant sections of P.2.
• For example, risk analyses and functional relationships
linking material attributes and process parameters to
product CQAs can be included in P.2.1, P.2.2, and P.2.3.
• Risk analyses linking the design of the manufacturing
process to product quality can be included in P.2.3.
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Design Space (3.2)
• As an element of the proposed manufacturing process, the design space(s)
can be described in the section of the application that includes the
description of the manufacturing process and process controls (P.3.3).
• If appropriate, additional information can be provided in the section of the
application that addresses the controls of critical steps and intermediates
(P.3.4).
• The product and manufacturing process development sections of the
application (P.2.1, P.2.2, and P.2.3) are appropriate places to summarize and
describe product and process development studies that provide the basis for
the design space(s).
• The relationship of the design space(s) to the overall control strategy can be
discussed in the section of the application that includes the justification of
the drug product specification (P.5.6).
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Control Strategy (3.3)
• The section of the application that includes the
justification of the drug product specification
(P.5.6) is a good place to summarize the overall
drug product control strategy.
• However, detailed information about input
material controls and process controls should still
be provided in the appropriate CTD format
sections (e.g., drug substance section (S), control
of excipients (P.4), description of manufacturing
process and process controls (P.3.3), controls of
critical steps and intermediates (P.3.4)).
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Drug Substance Related Information (3.4)
• If drug substance CQAs have the potential to affect
the CQAs or manufacturing process of the drug
product, some discussion of drug substance CQAs
can be appropriate in the pharmaceutical development
section of the application (e.g., P.2.1).
Krupanidhi College of Pharmacy, Bangalore-560035 6312/10/2019
Benefits of QbD
• Better understanding of the process.
• Less batch failure.
• More efficient and effective control of change.
• Return on investment / cost savings.
• An enhance QbD approach to pharmaceutical
development provides opportunities for more flexible
regulatory approaches.
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Benefits of QbD
• Consistent product quality
• Reduced risk of recalls
• Real-time release
• Cost Reduction
• Reduced inventories
• Less waste
• Higher yields
• Increased process understanding resulting in more efficient production
processes
• Faster process development, upscaling and tech transfer
• Regulatory flexibility, relief and easier regulatory approach
• Improved clinical outcome quality
• Easy Technology Transfer
65Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
Manufacturing changes within the approved design space
• Reduction of post-approval submissions.
• Better innovation due to the ability to improve processes without
resubmission to the FDA when remaining in the Design Space.
• More efficient technology transfer to manufacturing.
• Greater regulator confidence of robust products.
• Risk-based approach and identification.
• Innovative process validation approaches.
• Less intense regulatory oversight and less post-approval
submissions.
• For the consumer, greater drug consistency.
• More drug availability and less recall.
66Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
Manufacturing changes within the approved design space
• Improved yields, lower cost, less investigations, reduced testing, etc.
• Time to market reductions: from 12 to 6 years realized by amongst
others.
• First time right: lean assets management.
• Continuous improvement over the total product life cycle (i.e.
controlled, patient guided variability).
• Absence of design freeze (no variation issues).
• Less validation burden.
• Real time controls (less batch controls).
• Realistic risk perceptions.
• Contributes substantially to realize the better, cheaper and safer
mandate.
Krupanidhi College of Pharmacy, Bangalore-560035 6712/10/2019
QbD activities within FDA
• In FDA’s Office of New Drug Quality Assessment
(ONDQA), a new risk-based pharmaceutical quality
assessment system (PQAS) was established based on the
application of product and process understanding.
• Implementation of a Question-based Review (QbR)
Process has occurred in CDER’s Office of Generic Drugs.
• Implementation of QbD for a Biologic License
Application (BLA) is progressing.
68Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
International Conference on
Harmonization (ICH)
• Pharmaceutical Development Q8 (R2)
• Quality Risk Management Q9
• Pharmaceutical Quality System Q10 (Science-
based and risk- based approaches)
69Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
International Conference on
Harmonization (ICH)
• The difference between QbD for NDA and
ANDA products is most apparent at the first
step of the process.
• For an NDA, the target product profile is under
development while for the ANDA product the
target product profile is well established by the
labelling and clinical studies conducted to
support the approval of the reference product.
70Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
RPN = Probability* Severity* Detectability
Probability Severity Detectability
Probability of Risk occurrence
can reduced by systematic
series of experiments through
Designing of Experiments
(DoE)
Severity of Risks
could not be reduced
Detectability of Risk can
increased by implementation of
automatic inline
Process Analytic Technology
(PAT)
Which generated safe and
optimized ranges of CMAs &
CPPs with respect to desired
CQAs par overlaid Design
Space, Where all the desired in
process & finished product
CQAs are met simultaneously
Which ensured timely
measurement of critical quality
and performance attributes of
raw and in-process materials or
parameters to control the
quality of finished product.
Krupanidhi College of Pharmacy, Bangalore-560035 71
RPN (Risk Priority Number) more than 30 seek critical attention for DoE for possible failure
12/10/2019
Total Risk Priority Number (RPN)
Probability Severity Delectability Score
Very Unlikely Minor Always Detected 01
Occasional Moderate Regular Detected 02
Repeated Major Likely Detected 03
Regular Extreme Normally not Detected 04
Krupanidhi College of Pharmacy, Bangalore-560035 72
Risk Priority Number (RPN) more than 30 seek critical attention for DoE for possible failure
12/10/2019
73Krupanidhi College of Pharmacy, Bangalore-560035
THANK YOU
12/10/2019
E-mail: nanjwadebk@gmail.com

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QbD for Product Development of Solid Semisolid and Liquid Dosage Forms

  • 1. Dr. Basavaraj K. Nanjwade Principal Scientist Trroy Life Sciences Pvt Ltd C-14, New Town Yelhanka Bangalore-560064, Karnataka, India 1Krupanidhi College of Pharmacy, Bangalore-560035 QbD for Product Development of Solid, Semisolid and Liquid Dosage Forms 12/10/2019
  • 2. Content • Components of the Drug Product • Drug Product • Manufacturing Process Development • Container Closure System • Microbiological Attributes • Compatibility • Quality Target Product Profile • Critical Quality Attributes • Risk Assessment: Linking Material Attributes and Process Parameters to Drug Products CQAs • Design Space • Control Strategy • Product Lifecycle management and Continual Improvement • Submission of Pharmaceutical Development and Related Information in Common Technical Document (CTD) Format (3) 2Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 3. Dosage Forms Sl. No Dosage Sl. No Dosage 01 Capsules 09 Ointments 02 Cream 10 Oral Liquids 03 Ear Drops 11 Oral powders 04 Eye Drops 12 Parenteral preparations 05 Eye Ointment 13 Pessaries 06 Gels 14 Suppositories 07 Inhalation preparations 15 Tablets 08 Insulin Preparation 16 12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 3
  • 4. Quality by Design A Systematic approach • To development • That begins with predefined objectives • Emphasizes product and process understanding • Process control • Based on sound sciences and quality risk management 4Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 5. Quality by Design • Pharmaceutical quality refers to product free of contamination and reproducibly delivers the therapeutic benefit promised in the label to the consumer. • The Quality of the pharmaceutical product can be evaluated by in vivo or in vitro performance tests. • Quality by design assures in vitro product performance and In vitro product performance provides assurance of in vivo product performance. 5Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 6. QbD Approach 6Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 7. QbD Tools • Design of experiments (DoE) • Risk assessment • Process analytical technology (PAT) 7Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 8. Design of experiments (DoE) • A systematic series of experiments, • In which purposeful changes are made to INPUT factors to identify causes for significant changes in the OUTPUT responses. • Determining the relationship between factors and responses to evaluate all the potential factors simultaneously, systematically and speedily. • With complete understanding of the process to assist in better product development and subsequent process scale-up with pretending the finished product quality and performance. 8Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 9. Risk assessment • Basic Risk Management Facilitation Methods • Failure Mode Effects Analysis (FMEA) • Failure Mode, Effects and Criticality Analysis (FMECA) • Fault Tree Analysis (FTA) • Hazard Analysis and Critical Control Points (HACCP) • Hazard Operability Analysis (HAZOP) • Preliminary Hazard Analysis (PHA) • Risk Ranking and Filtering • Supporting Statistical Tools 9Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 10. Process analytical technology (PAT) • Multivariate tools for design, data acquisition and analysis • Process analyzers • Process control tools • Continuous improvement and knowledge management tools 10Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 11. Quality by End Product Testing 11Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 12. Quality by Design 12Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 13. Traditional approach & Enhanced QbD approach Aspects Non-QbD QbD Pharmaceutical Development Empirical, Random, Focus on optimization Systematic, Multivariate experiments, Focus on control strategy and robustness Manufacturing Process Fixed Adjustable within design space, managed by company’s quality systems Process Control Some in-process testing PAT utilized, Process operations tracked and trended Product Specification Primary means of quality control, based on batch data Part of the overall quality control strategy, based on desired product performance Control Strategy By testing and inspection Risk-based control strategy , real- time release possible 13Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 14. Components of the Drug Product • Drug Substance: The physicochemical and biological properties of the drug substance that can influence the performance of the drug product and its manufacturability, or were specifically designed into the drug substance (e.g., solid state properties), should be identified and discussed. • Excipients: The excipients chosen, their concentration, and the characteristics that can influence the drug product performance (e.g., stability, bioavailability) or manufacturability should be discussed relative to the respective function of each excipient. 14Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 15. Drug Product • Formulation Development: Any excipient ranges included in the batch formula • Overages: Amount of drug substance listed in the batch formula. • Physicochemical and Biological Properties: Selection of dissolution vs. disintegration testing 15Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 16. Manufacturing Process Development • The manufacturing processes used to produce batches for pivotal clinical trials (safety, efficacy, bioavailability, bioequivalence) or primary stability studies. • Process robustness can be useful in risk assessment and risk reduction 16Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 17. Container Closure System • The choice and rationale for selection of the container closure system for the commercial product (described in 3.2.P.7) should be discussed. • The choice of materials for primary packaging should be justified. • Justification for secondary packaging materials should be included, when relevant. 17Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 18. Microbiological Attributes • The selection and effectiveness of preservative systems in products containing antimicrobial preservative • For sterile products, the integrity of the container closure system as it relates to preventing microbial contamination • Antimicrobial preservative effectiveness should be demonstrated during development. 18Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 19. Compatibility • The compatibility of the drug product with reconstitution diluents (e.g., precipitation, stability) should be addressed to provide appropriate and supportive information for the labeling. • This information should cover the recommended in-use shelf life, at the recommended storage temperature and at the likely extremes of concentration. 19Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 20. Target of QbD 12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 20 Quality Target product Profile (QTPP) -Therapeutic Equivalence for Generic Drug Product -Pharmaceutical Equivalence (same dosage form, route of administration, strength and same quality) -Bio-Equivalence (same pharmacokinetics in terms of Cmax, AUC to reference product) Critical Quality Attributes (CQAs) -Quality: Assay, Uniformity of Dosage units -Safety: Impurities (Related substances), Residual Solvents, Microbiological limits -Efficacy: Dissolution & Absorption & -Multidisciplinary: Patient Acceptance & Compliance Quality Risk Assessment of CMAs & CPPs with CQAs -Risk Identification by Ishikawa Fishbone -Risk Analysis by Relative Risk Based Matrix Analysis -Risk Evaluation by Failure Mode Effective Analysis (FMEA) Designing of Experiments (DoE) & Design Space For Screening & Optimization of CMAs &CPPs with respect to CQAs by superimposing contour plot to generate Overlay Plot (Proven acceptable Ranges & Edges of failure) based upon desired ranges of Responses Process Analytical Technology (PAT) For continuous automatic IN LINE analyzing & Feed Back controlling critical processing through timely measurements of CMA & CPAs by INLINE Analyzers with auto sensors with the ultimate goal of consistently ensuring finished product quality with respect to desired CQAs Implementation of Control Strategy For Controls of CMAs, CPPs within Specifications by Real Time Release Testing, Online Monitoring System, Inline PAT Analyzers based upon previous results on development, Scale Up. Exhibit/Validation batches.
  • 21. Quality Target Product Profile (QTPP) of Tablet 12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 21 Therapeutic Equivalence of generic Drug Product Pharmaceutical Equivalence Bio-Equivalence Of Generic Tablets With Patient Compliance
  • 22. Pharmaceutical Equivalence Similar Dosage form Tablet Dosage Design IR Route of Administration Oral Dosage strength X mg Drug product Quality Assay, Uniformity, Impurity, Dissolution, Microbiological limits, water content, residual solvent with acceptable limits of specification. 12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 22
  • 23. Bio-Equivalence Similar Drug Product Performance Matching Pharmacokinetics Matching Rate of Absorption AUCo-t, AUCo-∞ Extent of absorption Cmax 90% CI of these PK Parameters should fall within bioequivalence limits of 80-125 with reference product. 12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 23
  • 24. Patient compliance Primary Packaging HDPE container: PP closure to achieve desired stability and target shelf life Ease of storage & Distribution Should be stable against hydrolysis, oxidation, photo degradation and microbial growth Patient Acceptance Should passess acceptable taste (in case of soluble/dispersible effervescent tablet) Patient Compliance Can be easily administered similar with reference product labelling 12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 24
  • 25. Quality Target Product Profile (QTPP) of Tablet 12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 25
  • 26. Critical Quality Attribute (CQA) of Tablets Physical Attributes Color, Size, Shape, Score configuration should acceptable to the patient mostly similar to reference product to ensure Patient Compliance Identification Positive for Drug Substance but controlled at drug substance release stage itself Assay Should be between 90.0 to 110% of labeled claim to ensure safety and efficacy Weight/Content Should conform to USP<905>; Uniformity of dosage form units: 90.0-110.0% of labeled claim with AV: NMT 15.0; RSD: NMT 5.0% to ensure patient safety and product efficacy. Water Content Should be as per in house specification according to stability data to ensure patient safety. Impurities Should be within limits as per ICH Q3A and Q3B OR Reference product characterization to ensure patient safety. Dissolution NLT 80% (Q) of labeled amount of drug should be dissolved within 30 mins. In pH 6.8 buffer, 900 ml, Apparatus I 100 rpm to ensure desired bioavailability and Efficacy. Residual Solvents Should conform to USP<467> option 1 RS controlled at Drug Substance and Incipient Release stage itself Microbiological Limits Should conform to USP <61 & 62> But controlled and Drug Substance and Exicipient Release stage itself. 12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 26
  • 27. Critical Material Attribute (CMA) of Tablets • Independent formulation variable i.e. Physicochemical properties of active (drug substance) & inactive ingredients (excipients) affecting CQAs of semi-finished and/or finished drug products. 12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 27
  • 28. Critical Process Parameter (CPP) of Tablets • Independent process parameter • Most likely to affect the CQAs of an intermediate or finished drug product and therefore should be monitored or controlled. • To ensure the process produces the desired quality product. Note: Risk related to individual CMAs &/or CPPs will be identified, analyzed qualitatively & then evaluated quantitatively in order to reduce the probability of risk through optimization by DoE &/or inline detection by PAT 12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 28
  • 29. Quality Target Product Profile (QTPP) for Cream 12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 29
  • 30. Critical Quality Attribute (CQA) for Cream 12/10/2019 Krupanidhi College of Pharmacy, Bangalore-560035 30
  • 31. Quality Target Product Profile (QTPP) • A prospective summary of • The quality characteristics of a drug product • That Ideally will be achieved to ensure the desired quality, • Taking into account Safety and Efficacy of the drug product. Krupanidhi College of Pharmacy, Bangalore-560035 3112/10/2019
  • 32. QTPP of Solution QTPP Element Target Justification Dosage Form Solution Same dosage form Dosage Design IR Formulation Label claims Route of Administration Oral/External Dosage Strength Drug Product Quality Attributes Appearance Assay Content Uniformity Impurities pH of system Microbial limits Antimicrobial content Antioxidant content Extractable Viscosity/Specification Primary and Secondary Packaging Pharmaco-Kinetics Ease of Storage and Distribution Stability and Self Life Patient Acceptance and Patient Compliance 32Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 33. Critical Quality Attribute (CQA) A 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. Krupanidhi College of Pharmacy, Bangalore-560035 3312/10/2019
  • 34. CQA of Solution Quality Attributes of Drug Product Target In this a CQA? Physical Appearances Colour, Odor & taste etc Yes Identification Monograph Yes Rheological properties (viscosity/specific gravity As Per Pharmacopoeia Yes Assay 90.0 to 110.0% Yes Weight variation/Content Uniformity Labelled claim (NMT 15.0%) Yes Antimicrobial Preservative content As per Pharmacopoeia Yes Antioxidant preservative content As per specification Yes pH of System As per Pharmacopoeia Yes Impurities/Degradation Product As per ICH Q3A & Q3B Yes Microbiological Limits Conforms to USP, BP, IP Yes Extractable Conforms to USP, BP, IP Yes Dissolution As per specification Yes 34Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 35. Risk Assessment: Linking Material Attributes and Process Parameters to Drug Products CQAs • 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, based on prior knowledge and initial experimental data. 35Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 36. Risk Assessment 36Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 37. Critical Material Attribute (CMA) • Independent formulation variables i.e. Physicochemical properties of active (drug substance) & inactive ingredients (excipients) • Affecting CQAs of semi-finished and/or finished drug product. Krupanidhi College of Pharmacy, Bangalore-560035 3712/10/2019
  • 38. Critical Process Parameter (CPP) • Independent process parameter • Most likely to affect the CQAs of an intermediate or finished drug product and therefore should be monitored or controlled. • To ensure the process produces the desired quality product. Krupanidhi College of Pharmacy, Bangalore-560035 3812/10/2019
  • 39. Critical Material Attribute (CMAs) Physico-Chemical Properties Critical Material Attribute (CMAs) Failure Mode Effect Analysis (FMEA) (Critical Event) Physical Properties Solid State Form Different Polymorph/form Particle Size Distribution (PSD) High PSD Moisture content High water content Residual solvents High residual solvent Chemical Properties Solubility Different salt/Form Volatility High Process Impurities Less Purity Chemical Stability Poor Biological Properties Microbial Content High 39Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 40. Critical Material Attribute (CMAs) Excipient (Inactive Ingredient) Critical Material Attribute Failure Mode (Critical Event) Vehicles/Solvents Quantity of Vehicle/Solvent Less than optimum More than optimum Hydrocolloid (Suspending agent as a structured vehicle) Source of Hydrocolloid Natural Concentration of Hydrocolloid Less than optimum More than optimum Surfactants (As Solubilizing/agents) Ionic Nature of surfactant Cationic/Anionic in nature Concentration of Surfactant Less than optimum More than optimum Buffering Agent pH of the Buffer Within Neutral Range Within Acidic/Basic Range Anti-Microbial Concentration of Anti-Microbial Less than optimum Anti-Oxidant Concentration of Anti-oxidant Less than optimum Sweetener/Flavouring agent Concentration of sweetener/Flavour Not Optimum Coloring agent Concentration of Coloring Agent Not Optimum Krupanidhi College of Pharmacy, Bangalore-560035 4012/10/2019
  • 41. Critical Process Parameters (CPP) Krupanidhi College of Pharmacy, Bangalore-560035 41 Unit Operations Critical Process Parameters (CPPs) Failure Mode (Critical Event) Vehicle/Solvent Preparation Storage & Distribution Rate of Addition Higher than Optimum Filtration Rate Heating Rate (Temp Time) Lower than Optimum Higher than Optimum Mixing Rate (Speed Time) With Co-Solvents Lower than Optimum Solubilization of solid (API+Presevative) by surfactants Order of addition Incorrect Impeller Design & Position Improper Mixing Rate (Speed Time) Lower than Optimum Heating Rate (Temp Time) Higher than Optimum Supporting by structured Vehicles Order of Addition Incorrect Rate of Addition Higher than Optimum Mixing Rate (Speed Time) Lower than Optimum Organoleptic addition with mixing Order of Addition Incorrect Mixing Rate (Speed Time) Lower than Optimum Heating Rate (Temp Time) Higher than Optimum pH Adjustment with Buffer & Final Volume make up with vehicle & final mixing Rate of Addition Higher than Optimum Impeller Design & Position Improper Mixing Rate (Speed Time) Lower than Optimum Heating Rate (Temp Time) Lower than Optimum Higher than Optimum Ultrafiltration in Colloidal mill Type & Principle of Filter Improper Filter Screen size Incorrect Rate of Filtration Higher than Optimum Filling, Capping & Sealling with nitrogen purging Filling rate (Speed Time) Not Optimum Higher than Optimum Nitrogen purging rate Lower than Optimum Capping & sealing rate Lower than Optimum 12/10/2019
  • 42. Design of Experiments (DoE) • A systematic series of experiments • In which purposeful changes are made to input factors to identify causes for significant changes in the output responses & • Determining the relationship between factors and responses to evaluate all the potential factors simultaneously, systematically and speedily; • With complete understanding of the process to assist in better product development and subsequent process scale-up with pretending the finished product quality and performance. Krupanidhi College of Pharmacy, Bangalore-560035 4212/10/2019
  • 43. Design Space The Multidimensional Combination and Interaction of • Critical Material Attributes and • Critical Process Parameters that have been demonstrated to provide assurance of quality. Krupanidhi College of Pharmacy, Bangalore-560035 4312/10/2019
  • 44. Design Space 1. Selection of Variables 2. Describing a Design Space in a Submission 3. Unit Operation Design Space(s) 4. Relationship of Design Space to Scale and Equipment 5. Design Space Versus Proven Acceptable Ranges 6. Design Space and Edge of Failure 44Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 45. Design Space 45Krupanidhi College of Pharmacy, Bangalore-560035 Temperature Pressure Large square shows the ranges tested in the DOE Red area shows points of failure Green area shows points of success. 12/10/2019
  • 46. 1. Selection of Variables • A description should be provided in the application of the process parameters and material attributes considered for the design space, those that were included, and their effect on product quality. • The rationale for inclusion in the design space should be presented. • In some cases, it is helpful to provide also the rationale as to why some parameters were excluded. • Knowledge gained from studies should be described in the submission. 46Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 47. 2. 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. • 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. • Scaling factors can also be included if the design space is intended to span multiple operational scales. • Analysis of historical data can contribute to the establishment of a design space. 47Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 48. 3. Unit Operation Design Space(s) • 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. • While a separate design space for each unit operation is often simpler to develop, a design space that spans the entire process can provide more operational flexibility. 48Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 49. 4. Relationship of Design Space to Scale and Equipment • When describing a design space, the applicant should consider the type of operational flexibility desired. • A design space can be developed at any scale. • The applicant should justify the relevance of a design space developed at small or pilot scale to the proposed production scale manufacturing process and discuss the potential risks in the scale-up operation. • If the applicant proposes the design space to be applicable to multiple operational scales, the design space should be described in terms of relevant scale-independent parameters. • Dimensionless numbers and/or models for scaling can be included as part of the design space description. 49Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 50. 5. Design Space Versus Proven Acceptable Ranges • A combination of proven acceptable ranges does not constitute a design space. • However, proven acceptable ranges based on univariate experimentation can provide useful knowledge about the process. 50Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 51. 6. Design Space and Edge of Failure • It can be helpful to determine the edge of failure for process parameters or material attributes, beyond which the relevant quality attributes cannot be met. • However, determining the edge of failure or demonstrating failure modes are not essential parts of establishing a design space. 51Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 52. Design Space for drying 52Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 53. Process Analytical Technology (PAT) A System for- • Designing, • Analysing & • 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. Krupanidhi College of Pharmacy, Bangalore-560035 5312/10/2019
  • 54. Control Strategy • A planned set of controls for CMAs and CPPs- derived from current product and process understanding • During lab Scale Developmental Stage • Scaled Up Exhibit-Submission Stage that ensures process performance and product quality • During Commercial Stage Krupanidhi College of Pharmacy, Bangalore-560035 5412/10/2019
  • 55. Control Strategy for CMA Factors CMA’s Purpose of Control Active Pharmaceutical Ingredient (API) CMA Polymorphic Form 2 values To ensure batch to batch consistency in Dissolution Excipient CMA Vehicle Grade To ensure consistence compatibility, purity & Micro. Stab. Surfactant Type (Tween 80) To ensure batch to batch consistency in solubility, pour ability, Physical Stability & Compatibility Concentration (%w/w) Hydrocolloids Source (CMA) Concentration (%w/w) Sweetener Concentration (%w/w) To ensure batch to batch consistent Patient Acceptance & Compliance Flavor Concentration (%w/w) Color Concentration (%w/w) Anti-Microbial Concentration (%w/w) To ensure batch to batch consistency Chemical & Microbiological stability Anti-Oxidant Concentration (%w/w) Buffer Concentration (%w/w) Krupanidhi College of Pharmacy, Bangalore-560035 5512/10/2019
  • 56. Control Strategy for CPP Factors (s) CPPs Purpose of Control Vehicle/Solvent Preparation with Sweetener, Flavor, Color Heating Temperature To ensure consistance compatibility, acceptability, purity & Micro. Stability Mixing Time Controlled Solubilization by surfactant & hydrocolloids Heating Temperature To ensure batch to batch consiste cy in Solubility, Pour ability, Physical Stability & Compatibility Mixing Time pH Adjustment with Buffer & Final Volume make up with vehicle & final Mixing Heating Temperature To ensure batch to batch consistency Chemical & Microbiological stability Mixing Time Ultrafiltration Particulate Matter Screen Size To ensure batch to batch purity to warrant Safety Microbial Filter Screen Size Filling, Capping & Sealing Temperature To ensure Chemical Stability Vacuum Pressure with Nitrogen Purging Krupanidhi College of Pharmacy, Bangalore-560035 5612/10/2019
  • 57. Product Lifecycle Management and Continual Improvement • Throughout the product lifecycle, companies have opportunities to evaluate innovative approaches to improve product quality • Process performance can be monitored to ensure that it is working as anticipated to deliver product quality attributes as predicted by the design space. • Expansion, reduction, or redefinition of the design space could be desired upon gaining additional process knowledge. • Change of design space is subject to regional requirements. 57Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 58. Continual Improvement Risk Review and Risk Communication Lifecycle Management Formulation R&D Analytical R&D Regulatory Affairs Manufacturing Plant Quality Assurance Quality Control Krupanidhi College of Pharmacy, Bangalore-560035 5812/10/2019
  • 59. SUBMISSION OF PHARMACEUTICAL DEVELOPMENT (3) • Quality Risk Management and Product and Process Development • Design Space • Control Strategy • Drug Substance Related Information 59Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 60. Quality Risk Management and Product and Process Development (3.1) • Quality risk management can be used at different stages during product and process development and manufacturing implementation. • The assessments used to guide and justify development decisions can be included in the relevant sections of P.2. • For example, risk analyses and functional relationships linking material attributes and process parameters to product CQAs can be included in P.2.1, P.2.2, and P.2.3. • Risk analyses linking the design of the manufacturing process to product quality can be included in P.2.3. 60Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 61. Design Space (3.2) • As an element of the proposed manufacturing process, the design space(s) can be described in the section of the application that includes the description of the manufacturing process and process controls (P.3.3). • If appropriate, additional information can be provided in the section of the application that addresses the controls of critical steps and intermediates (P.3.4). • The product and manufacturing process development sections of the application (P.2.1, P.2.2, and P.2.3) are appropriate places to summarize and describe product and process development studies that provide the basis for the design space(s). • The relationship of the design space(s) to the overall control strategy can be discussed in the section of the application that includes the justification of the drug product specification (P.5.6). 61Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 62. Control Strategy (3.3) • The section of the application that includes the justification of the drug product specification (P.5.6) is a good place to summarize the overall drug product control strategy. • However, detailed information about input material controls and process controls should still be provided in the appropriate CTD format sections (e.g., drug substance section (S), control of excipients (P.4), description of manufacturing process and process controls (P.3.3), controls of critical steps and intermediates (P.3.4)). 62Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 63. Drug Substance Related Information (3.4) • If drug substance CQAs have the potential to affect the CQAs or manufacturing process of the drug product, some discussion of drug substance CQAs can be appropriate in the pharmaceutical development section of the application (e.g., P.2.1). Krupanidhi College of Pharmacy, Bangalore-560035 6312/10/2019
  • 64. Benefits of QbD • Better understanding of the process. • Less batch failure. • More efficient and effective control of change. • Return on investment / cost savings. • An enhance QbD approach to pharmaceutical development provides opportunities for more flexible regulatory approaches. 64Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 65. Benefits of QbD • Consistent product quality • Reduced risk of recalls • Real-time release • Cost Reduction • Reduced inventories • Less waste • Higher yields • Increased process understanding resulting in more efficient production processes • Faster process development, upscaling and tech transfer • Regulatory flexibility, relief and easier regulatory approach • Improved clinical outcome quality • Easy Technology Transfer 65Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 66. Manufacturing changes within the approved design space • Reduction of post-approval submissions. • Better innovation due to the ability to improve processes without resubmission to the FDA when remaining in the Design Space. • More efficient technology transfer to manufacturing. • Greater regulator confidence of robust products. • Risk-based approach and identification. • Innovative process validation approaches. • Less intense regulatory oversight and less post-approval submissions. • For the consumer, greater drug consistency. • More drug availability and less recall. 66Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 67. Manufacturing changes within the approved design space • Improved yields, lower cost, less investigations, reduced testing, etc. • Time to market reductions: from 12 to 6 years realized by amongst others. • First time right: lean assets management. • Continuous improvement over the total product life cycle (i.e. controlled, patient guided variability). • Absence of design freeze (no variation issues). • Less validation burden. • Real time controls (less batch controls). • Realistic risk perceptions. • Contributes substantially to realize the better, cheaper and safer mandate. Krupanidhi College of Pharmacy, Bangalore-560035 6712/10/2019
  • 68. QbD activities within FDA • In FDA’s Office of New Drug Quality Assessment (ONDQA), a new risk-based pharmaceutical quality assessment system (PQAS) was established based on the application of product and process understanding. • Implementation of a Question-based Review (QbR) Process has occurred in CDER’s Office of Generic Drugs. • Implementation of QbD for a Biologic License Application (BLA) is progressing. 68Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 69. International Conference on Harmonization (ICH) • Pharmaceutical Development Q8 (R2) • Quality Risk Management Q9 • Pharmaceutical Quality System Q10 (Science- based and risk- based approaches) 69Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 70. International Conference on Harmonization (ICH) • The difference between QbD for NDA and ANDA products is most apparent at the first step of the process. • For an NDA, the target product profile is under development while for the ANDA product the target product profile is well established by the labelling and clinical studies conducted to support the approval of the reference product. 70Krupanidhi College of Pharmacy, Bangalore-56003512/10/2019
  • 71. RPN = Probability* Severity* Detectability Probability Severity Detectability Probability of Risk occurrence can reduced by systematic series of experiments through Designing of Experiments (DoE) Severity of Risks could not be reduced Detectability of Risk can increased by implementation of automatic inline Process Analytic Technology (PAT) Which generated safe and optimized ranges of CMAs & CPPs with respect to desired CQAs par overlaid Design Space, Where all the desired in process & finished product CQAs are met simultaneously Which ensured timely measurement of critical quality and performance attributes of raw and in-process materials or parameters to control the quality of finished product. Krupanidhi College of Pharmacy, Bangalore-560035 71 RPN (Risk Priority Number) more than 30 seek critical attention for DoE for possible failure 12/10/2019
  • 72. Total Risk Priority Number (RPN) Probability Severity Delectability Score Very Unlikely Minor Always Detected 01 Occasional Moderate Regular Detected 02 Repeated Major Likely Detected 03 Regular Extreme Normally not Detected 04 Krupanidhi College of Pharmacy, Bangalore-560035 72 Risk Priority Number (RPN) more than 30 seek critical attention for DoE for possible failure 12/10/2019
  • 73. 73Krupanidhi College of Pharmacy, Bangalore-560035 THANK YOU 12/10/2019 E-mail: nanjwadebk@gmail.com