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Drug Delivery and Formulation
Conference, Boston
Understanding Developability Assessment of Small Molecules
Sudhakar Garad, Ph.D.
Novartis Cambridge, MA
Sep 9th 2019
Outline
▪ Biopharmaceutical classification system
▪ Drug development process
▪ Developability Classification System (DCS)
▪ Pre-clinical in-vitro data
▪ Pre-clinical formulations
▪ Pre-formulation studies
▪ Pharmacokinetic data
▪ Clinical formulations
2
Developability: Design a Molecule with Delivery in Mind
3
OralTopical/Transdermal
InhalationBrain Targeting
Image Sources: PaylessImages, vupulepe, alexraths, olegdudko, woodoo007, sheeler, and iarada ©123RF.com
Ophthalmic
Developability “Broad Terminology”
• Technical
– Physchem properties
– Synthesis
– Formulations
– Device
• DMPK
– Permeability
– Transporter
– Enzyme degradation
– PK/PD
• Commercial opportunities
– Block buster (> $1B per year)
– Orphan indication
– Targeted Product Profile
Compounds/Scaffolds
In-Vivo Testing- PK
In-Vivo/In-Vitro
Correlation (IVIVC)
In-Vitro Data
Generation- ADME
Developable Molecule
Risks for Absorption
and PD
Mitigation or
Termination
4
Biopharmaceutical Classification
SystemCurrent Industry Trends
⚫ BCS I and III: 10% - Soluble
⚫ BCS II: 70% - Insoluble
⚫ BCS IV: 20% - Insoluble
and poorly permeable
Class I
5-10%
Class II
60-70%
Class III
5-10%
Class IV
10-20%
Biopharmaceutical Classification System
High Solubility Low Solubility
Hig
h
Pe
rme
ab
ility
Low
Pe
rme
ab
ility
5
Marketed Drug Molecules According to the BCS Classification System. Available online: http://www. capsugel.com/knowledge-
center/webinars/archived-webinars/paginate/P15
Traditional Drug Development Process
6
Time: 9-13Years
Cost of Development: High
Developability
Source: World Federation of Science Journalists http://wfsj.org
Funding can be very tight
Lead Opt. Phase I Phase IIa Phase IIb MarketPhase IIICD
(1)
Evaluation of first-in-
human (FIH)
formulation
Development
CS
(1-4)
Drug Development Process
9-13 years
Research
Class I--------- Easy to Develop
Class II--------Require technology, significant time
Class III and IV-------- Potent
7
Phase IIa Phase IIb Phase IVPhase IIICD
Development
CS
Drug Development Process6-10 years
Research
Why Development associates are involved in Research
⚫ Majority of NCE are BCS Class II, and IV
⚫ Non-developable candidate selection
⚫ Recommendation of a physical form, i.e.
physically and chemically stable
⚫ Right formulation for efficacy and toxicological
studies
⚫ Feasibility of formulations in humans
⚫ Immediate feedback to research team
Lead Opt. Phase I
Developability
Assessment
8
Pre-clinical in-vitro data
▪ Solubility (pH 4.5 and 6.8)
▪ Permeability
▪PAMPA (Parallel Artificial Membrane Permeability Assay)
▪Caco-2
▪ Microsomal stability
▪ Drug-drug interactions
▪ hERG assay (cardiac safety)
▪ Ames test (carcinogenicity)
Compounds/Scaffolds
~ 500
~5
9
Roadmap to Address Biopharmaceutic Liabilities in Discovery/Optimization
• In-vitro permeability
• In-vitro FaSSIF solubility
• Dose
Developability Classification
System
• Target > 0.1 mg/mL FaSSIFSolvent-Shift
Solubility
• GastroPlus modeling in pre-clinical species to understand absorption limitations
• Confidence formulation principle will achieve sufficient exposure in toxicology studies
Absorption Modeling
Poor PK cannot always be fixed with formulation!
10
11
Step 1: Dev. Classification System: DCS Risk Assessment
Compounds considered “solubility-limited” in absorption (pink region) will
likely require enabling formulations for adequate exposure (e.g. solid
dispersion, microemulsion)
12
Identify and prioritize compounds that can maintain good
supersaturation solubility in FaSSIF over time
Step 2: Evaluate Maintenance of Supersaturation in FaSSIF
Maintain high supersaturation
Step 2: Evaluate Maintenance of Supersaturation in FaSSIF
13
• In-vitro tool: Supersaturation assay
– Generate in-vitro “spring” via solvent (DMSO), quantify
• In-vivo “spring” must be generated by rapid dissolution (stomach pH or
salt) or by an enabling formulation (e.g. solid dispersion)
Compound X Compound Y
Discovery
Pre-clinical
Clinical
Step 3: Absorption Modelling
Accurate estimates of the gap we face:
What is limiting exposure?
• In-silico tools
• Predict
physicochemical/
pharmacokinetic
properties
• Identify metabolism risks
• Determine absorption
limitations
• Tox formulation selection
• Suitable formulation
principle selection
• FIH Prediction
• Dose-exposure relationship
• Formulation bridging
• IVIVC
• Special populations, food
effect
14
GastroPlus Influence on Candidate Selection
2. Understand critical parameters for
absorption (next slide)• Can formulation improve exposure?
3. Risk Management
1. Validate preclinical models with PK
data, predict human %Fa
Low Risk
Modeling predicts good exposure across tox
and anticipated human dose range from
conventional formulation
Medium Risk
Special formulations may provide adequate
exposure, invest in formulation evaluation • e.g. poor exposure from suspension, but
compound can maintain supersaturation →
candidate for enabled formulation evaluation
High Risk
Formulation cannot improve exposure,
terminate compound.• e.g. high clearance or poor solubility and/or low
supersaturation
15
Pre-clinical Formulations
• Prerequisite: route of administration, animal model, dosing volume/kg, doses/kg and type and duration of study
• Tolerability of vehicles in animal models (LD50)
• Solubility: pH, co-solvents, surfactants, CD’s, lipids, alone and in combinations
• Formulations selection based on solubility
• Physical and chemical stability
• Poor solubility: formulate as a suspension
• Compare solution vs. suspension in animal models
16
Pre-clinical Formulations (cont.)
• Solutions
– Single dose (up to 70% organic vehicle)
– Multiple doses (no greater than 30% of organic vehicle)
• Suspensions
– 200 mg/mL – No limit as long as it is easy to manufacture and dose
i.e. syringe flowability
– Choice of surfactant (good wetting agent)
– Choice of suspending agent (no physical form change)
– Uniform average particle size (no change in particle size as a
function of time)
17
• Physico-chemical properties of NCE
• pKa
• Log P
• Solubility
• Crystalline physical form with melting point
• pH solubility and stability profile
• Solid state and light stability
• Excipients compatibility
Pre-formulation Studies
18
Physico-chemical Properties
• pKa
• Possibility of salt synthesis
• Selection of counter ions for salt synthesis
• Log P
• Permeability of the molecule
• Solubility in lipophilic vehicles
• Physical form
• Crystalline; high or low melting point
• Amorphous; high or low Tg (glass transition)
19
Physico-chemical Properties (cont.)
• pH solubility and stability profile
• Use of optimal pH to improve the solubility
• Understand the optimal pH for stability of the NCE in solution or solid dosage form
• Light stability
• Determines manufacturing and storage conditions
• NCE deposits/excretes in skin, light unstable compound may lead to skin toxicity
• For topical NCE, it helps to select stabilizer in the formulation
• Solid state stability: physical (polymorphism) and chemical stability
20
Pre-formulation
• It is very important to know the route of administration prior to initiation of solubility studies
• Depending on route of administration determine:
• Solubility
• In suitable excipients
• Stability profile in those excipients
• Combinations of excipients for solubility screening
• Excipient compatibility
• Depending on final dosage form strategy, excipient compatibility must be performed
• Generate stability data using (1-1), (1-3), and (1-10) ratio of NCE to excipients at accelerated conditions as per ICH guidelines
• Single excipient or combination of excipients are subjected for stability studies
21
Formulation Scenario 1 Scenario 2 Scenario 3 Scenario 4
Solution High High High Low
Suspension High Low Medium Low
Conclusions Easy to develop
Exposure limited by solubility
Exposure limited by dissolution rate /solubility
Permeability, efflux, metabolism
% NCE/pBCS 5 (I/III) 90 (II) <5 (IV)
Solubility vs. Dissolution ApproachTechnology Selection GLP Tox and Clinical Formulation
Tablet/Capsule - Portal Vein
- Rat intestine
permeability
Salts/ Nano/HMG/ SD Solutions/ SD / Emulsions
- Dose (MAD)
- Food Effect
22
Scenario 2
• Most of the NCE’s follow Scenario 2 because of poor solubility
• Scenario 3: very little or no improvement by formulations
• Following techniques can help convert Scenario 2 to 1
• Pro-drug approach
• Particle size reduction
• Salt synthesis
• Complexation
• Physical form change (co-evaporation/melting)
• Lipid-based drug delivery
23
Pro-drug Approach
Name of the API Solubility
mg/ml
Clindamycin
Clindamycin-2-PO4
0.2
150
Chloramphenicol
Succinate sodium
2.5
500
Metronidazole
N,N-dimethylglycinate
10
200
Phenytoin
Glycerides of SA
0.03
2.26
Garad, American Pharmaceutical Review, Feb 2004 24
Salt Solubility
Name of the API Solubility mg/ml
( water)
Codeine
– Sulfate
– Phosphate
8.3
33
445
Atropine
–Sulfate
1.1
2600
Pseudoephedrine
– Hydrochloride
0.02
2000
Cetrizine
– Dihydrochloride
0.03
300
Garad, American Pharmaceutical Review, Feb 2004 25
Particle Size Reduction
• Particle size reduction increases the bioavailability of
poorly soluble drugs by increasing surface area, thereby
increasing the dissolution rate
• Graph represents the increase in the dissolution rate
and bioavailability
Reduction in Particle Size Increased the
Dissolution Rate of a Poorly Soluble Drug
0
20
40
60
80
100
120
0 15 30 45 60 75 90 105 120 135
Time in Minutes
Me
an
Pe
rce
nt
Dis
so
lve
d
0.1µ
0.2µ
0.5µ
1.0µ
5.0µ
25µ
Mean Plasma Concentration Profile For Reduced
Particle Size Formulations
0
1
2
3
4
5
0 4 8 12 16 20 24
Time in Hours
Me
an
Pla
sm
a
Co
nce
ntr
ati
on
(m
cg
/mL
)
Formulation A (0.1µ)
Formulation B (0.5µ)
Formulation C (25µ)
Garad, American Pharmaceutical Review, Feb 2004 26
Complexation
•Cyclodextrins are most commonly used as
complexing agent to improve solubility
▪ HP--CD (hydroxypropyl -cyclodextrin)
▪ SBE--CD (sulfobutyl ether -cyclodextrin)
• Examples of drugs which form a complex with
cyclodextrins:
▪ Itraconazole (Sporonax®) -Oral
▪ Chlordiazepoxide (Trinxillium®) -Oral
▪ Voriconazole (Vfend®) -Parenteral
▪ Ziprasidone mesylate (Geodon®) -Oral/Parenteral
27
Methods to prepare solid dispersions:
• Fusion (melting/hot melt extrusion)
• Co-precipitation
• Spray drying
• Lyophilization
• Milling
Physical Form Change
28
Lipid-Based Drug Delivery
Solubility in oils, surfactant and hydrophilic solvents
• Emulsions
•Micro emulsions
•Nano emulsions
• Challenges
• Solubility limitations
• Physico-chemical instability
• Dose (has to be low)
• Very few marketed formulations
• Neoral (Novartis)
29
Clinical Formulation (Capsules or Tablets)
• Physical form: chemically stable, soluble, reproducible, no polymorphism
• Drug/excipient compatibility
• Effect of drug load on dissolution/exposure
• Physico-chemical stability as per ICH guidelines
• Manufacturing of prototype batches
• One month stability data
• Manufacturing of clinical batches
30
Summary
• It is very important to understand developability of molecules with risk mitigation plan. If non-developable, terminate molecule as soon as possible
• Use same formulation principle across all pre-clinical studies
• Either suspension/solutions of a free form or a salt form
• Select a final physical form for GLP tox and clinical studies to avoid variable exposure due to physical form change
• Select the right formulation principle for the clinical studies which helps to avoid bridging BA/BE studies as much as possible, faster to market (patients)
31
Acknowledgement
▪ Solubility/Permeability working group at Novartis▪ GDC/PKS: Suzanne Skolnik, Bing Wang, Muneto Mogi, Bernard Faller,
Joerg Berghausen, Barnard Faller, Olivier Kretz and Karin Briner
▪ CPP-TRD: Stephanie Dodd, Chris Towler, Manuel Sanchez-Felix, Paulo
Santos, Xuan Dai, Andrea Decker, and Kat Vulic
▪ Chemical and Pharmaceutical Profiling group
▪ Cambridge, Basel and China
▪ Technical R and D colleagues (PHAD, ARD and
CHAD)
▪ NIBR colleagues
32
Thank you
33