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<strong>Developing</strong> <strong>Best</strong> <strong>Practice</strong> <strong>Strategies</strong> <strong>to</strong> <strong>Generate</strong><br />
Reliable Solubility Data and Make Efficient Informed<br />
Decisions on the Most Appropriate Solid Form.<br />
Brian Frøstrup, Head of Preformulation, NeuroSearch
<strong>Developing</strong> <strong>Best</strong> <strong>Practice</strong> Stategies <strong>to</strong> <strong>Generate</strong> Reliable Solubility Data<br />
and Make Efficient Informed Decisions on the Most Appropriate Solid Form<br />
Agenda<br />
– About NeuroSearch<br />
– Thermodynamic background of solubility<br />
– Determination of solubility.<br />
– Shakeflask<br />
– Nephlometric (kinetic)<br />
– Potentiometric<br />
– Solubility of salts<br />
– Examples of in-vivo exposure and solubility data<br />
– Conclusion<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 2
Who is NeuroSearch ?<br />
Key <strong>com</strong>petence: CNS diseases<br />
– Ion channel agonists, antagonists and modifiers<br />
Small molecules<br />
Clinical development pipeline: 8 programmes<br />
– Huntexil Phase III orphan drug for hunting<strong>to</strong>ns disease.<br />
– Tesofensine for Obesity about <strong>to</strong> enter Phase III<br />
Big pharma partners: Eli Lilly, Johnson & Johnson and<br />
Abbott<br />
Cash position: >120 Mill. Euro<br />
Organisation: ~220 employees in DK and S<br />
Head-quater in Ballerup 8 miles from down<strong>to</strong>wn CPH<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 3
NeuroSearch Pipeline<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 4
Solubility. Thermodynamic background<br />
Solubility is defined by Gibbs free energy, G<br />
G a, Solution increases as activity (concentration) increases<br />
0<br />
G G RT ln( C)<br />
Where is the activity coefficient<br />
a, Solution a,<br />
Solution<br />
<br />
Dissolution process:<br />
a a(<br />
solution )<br />
s<br />
G<br />
At equlibrium at constant T.<br />
G<br />
<br />
G<br />
a( s)<br />
a(<br />
solution )<br />
Ga,<br />
solution<br />
Ga,<br />
solid<br />
G<br />
<br />
a(<br />
s)<br />
a(<br />
solution )<br />
a,<br />
solution<br />
G<br />
a,<br />
solid<br />
Higher Gibbs free energy for<br />
solid e.g amorphous -><br />
Solubility increases<br />
<br />
0<br />
G<br />
0<br />
a,<br />
solution<br />
0<br />
RT ln( C<br />
saturated<br />
)<br />
a(sol)<br />
a(s)<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 5
Solubility. Shake flask method<br />
Classical method<br />
Also known as thermodynamic solubility<br />
Solubility at equilibrium ~ T ∞<br />
Pros:<br />
True solubility<br />
Well defined solid phase<br />
Accurate, HPLC-UV<br />
Impurity/degradation profile<br />
Versatile and adaptable<br />
Covers the whole pH range<br />
Organic solvents<br />
Dosing vehicles<br />
Cons:<br />
Labour intensive<br />
Low-throughput ~ 10-50 cps per week<br />
Time consuming<br />
Equlibration<br />
HPLC mthd dev. Semi standardised<br />
External standard curve necessary<br />
Solubility of cmp in e.g MeCN<br />
Cmp demanding 10-100 mg<br />
LOD ~ 0.5 µg/ml (HPLC-UV)<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 6 17 June 2010
Solubility. How <strong>to</strong> perform a Shake flask experiment<br />
pH<br />
Measure<br />
Separate<br />
supernatant<br />
Equilibrate<br />
e.g.1 ml vial for<br />
72 h<br />
Solid phase<br />
XRPD, DSC<br />
Dilute<br />
Report<br />
-Solubility<br />
-pH<br />
-Solid phase<br />
HPLC<br />
Quantification<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 7
Solubility. Nephlometric solubility<br />
High throughput<br />
Also known as kinetic solubility<br />
Precipitation from solution<br />
Pros:<br />
High throughput, au<strong>to</strong>mated<br />
Low manning costs<br />
Relevant for in-vitro screening<br />
Keeping cmp in solution<br />
No need for external calibration<br />
Low cmp spendature 1-10 mg<br />
S<strong>to</strong>ck solutions are used<br />
E.g 30 mM DMSO s<strong>to</strong>ck<br />
already made for in-vitro<br />
Lipinski et al. Adv. Drug Del Rev., 23, 3-25, 1997<br />
Cons:<br />
Precipitation (not solubility)<br />
Less reproducible<br />
No control of the solid phase<br />
DMSO interference, however typically<br />
below 1%<br />
Interference due <strong>to</strong> difference in particle<br />
size<br />
Interference due <strong>to</strong> chromophore<br />
Risk of overinterpretation in later<br />
development<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 8
Solubility. How <strong>to</strong> perform Nephlometric solubility<br />
Nephleomtery -> scattered light<br />
– Needs special instrument<br />
Turbidimetry -> transmitted light<br />
– Std. UV/vis spectropho<strong>to</strong>meter can be used.<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 9
Aapp or AUC<br />
Solubility. How <strong>to</strong> perform Nephlometric solubility<br />
Add 1 µl DMSO<br />
s<strong>to</strong>ck solution<br />
Thermostat<br />
jacket<br />
Incubate<br />
1 Min<br />
Add 1 µl DMSO<br />
s<strong>to</strong>ck solution<br />
Measure<br />
Turidity<br />
A app<br />
Incubate<br />
1 Min<br />
Measure<br />
Turidity<br />
A app<br />
Add 1 µl DMSO<br />
s<strong>to</strong>ck solution<br />
Mag.<br />
stirrer<br />
0,2<br />
0,18<br />
0,16<br />
0,14<br />
0,12<br />
0,1<br />
0,08<br />
0,06<br />
0,04<br />
0,02<br />
0<br />
0 10 20 30 40 50 60 70 80<br />
µg/ml<br />
Lipinski et al. Adv. Drug Del Rev., 23, 3-25, 1997<br />
Intersection point of bi-linear phases<br />
at x-axis is the kinetic solubility.<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 10 17 June 2010
Solubility. How <strong>to</strong> perform Nephlometric solubility<br />
Alternative method using wellplate technology and robotics<br />
. . X µl s<strong>to</strong>ck<br />
Cmp 1<br />
Cmp 2<br />
Cmp 3<br />
Cmp 4<br />
Cmp 5<br />
Cmp 6<br />
Cmp 7<br />
.<br />
.<br />
Cmp X<br />
Neph. Solubility<br />
Au<strong>to</strong>mated data<br />
processing<br />
Incubate x min<br />
Nephlomteric<br />
plate reader<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 11
Solubility. Potentiometric solubility<br />
Pros:<br />
Easy sample preparation<br />
No standard curve<br />
Au<strong>to</strong>matic<br />
Low <strong>com</strong>pound demand (50-1000 µg)<br />
Thermodynamic solubility<br />
– With some exceptions<br />
Limit of detection ~5ng/ml (sup. Info)<br />
Cons:<br />
Low throughput 5-10 Cmp per week<br />
per instrument<br />
Intrinsic solubility only<br />
S 0 < ~5 mg/ml<br />
Technically advanced<br />
Needs highly skilled personel<br />
Mathematical fitting<br />
Limited suppliers:<br />
pION Inc. (US)<br />
Sirius Analytical (UK)<br />
Uncontrolled solid phase<br />
Works only for ionisable Cmp s<br />
Requires accurately determined pKa<br />
Avdeef, A. Pharm Pharmacol. Commun. 1998,4,165-178<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 12 17 June 2010
Solubility. Solubility of salts<br />
Solubility of salts (base):<br />
pH< pH max solid phase : Salt<br />
pH> pH max solid phase : Free base<br />
pH max ~ pKa – 2(3)<br />
Solubility of monopro<strong>to</strong>lytic base (pH> pH max )<br />
S S o<br />
S 10<br />
0<br />
pka<br />
pH<br />
Intrinsic solubility S 0 is defined as the<br />
solubility of the neutral species<br />
Solubility of monopro<strong>to</strong>lytic salt of base is<br />
defined by the solubility product K sp<br />
K sp<br />
<br />
<br />
B<br />
<br />
Counterion<br />
Solubility declines at low pH due <strong>to</strong> <strong>com</strong>mon<br />
ioneffect e.g surplus of Cl - from hydrochloric<br />
acid.<br />
Fig. pH solubility of terfenadine depending on counterion<br />
Reprintetd: W.H Streng et al. J. Pharm Sci. 1984, 73,<br />
1679-1684<br />
(Handbook of Pharmaceutical salts. 2002)<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 13
Solubility. What is ”sufficient” solubility<br />
MAD k<br />
k<br />
C<br />
V<br />
t<br />
a<br />
s<br />
Si<br />
Si<br />
a<br />
C<br />
s<br />
V<br />
Si<br />
t<br />
:First order absorption rate constant<br />
:Drug solubility<br />
:Small intestinal volume ~ 250 ml<br />
Si<br />
:Small intestine transit time ~ 270 min<br />
Triad of:<br />
Potency<br />
Permeability<br />
Solubility<br />
Cura<strong>to</strong>lo, W. Pharm Sci & Tech 1,9, 1998 387-393<br />
Main barrier is formulation for <strong>to</strong>x studies:<br />
Extreme doses >400 mg/kg not unsual > typically 100 s fold higher than future<br />
human dose.<br />
Solubility might be <strong>to</strong>o low <strong>to</strong> reach these extreme doses<br />
Suspensions could be an approach<br />
Advanced suspensions e.g Nanomilling for higher exposure per doseunit<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 14
AUC, ng/ml *h<br />
S, mg/ml (free base)<br />
Solubility. Exposure screen, an example<br />
NSXXXX:<br />
Exposure and solubility of NS XXXX, 5 mg/kg PO in the mouse<br />
Weak base pKa: 9.5,<br />
120<br />
35<br />
S 0 =0.02 mg/ml<br />
BCS class I<br />
Six salts were prepared<br />
Exposure was evaluated<br />
Low exposure of HCl most<br />
likely due <strong>to</strong> ventricular<br />
<strong>com</strong>mon ion effect<br />
100<br />
80<br />
60<br />
40<br />
20<br />
30<br />
25<br />
20<br />
15<br />
10<br />
5<br />
Acetate salt was selected 0<br />
0<br />
Exposure<br />
Solubility<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 15 17 June 2010
AUC, ng/ml * h<br />
S, mg/ml (free base)<br />
Solubility. Exposure screen, an example<br />
NSZZZZ:<br />
Very weak base pKa: 2.16,<br />
S 0 =0.0005 mg/ml<br />
Three salts were prepared<br />
Exposure was evaluated in the<br />
rat<br />
Sulphate salt was selected<br />
Exposure and solubility of NSZZZZ 8 mg/kg PO in the Rat<br />
4500<br />
0,20<br />
4000<br />
0,18<br />
3500<br />
0,16<br />
3000<br />
0,14<br />
0,12<br />
2500<br />
0,10<br />
2000<br />
0,08<br />
1500<br />
0,06<br />
1000<br />
0,04<br />
500<br />
0,02<br />
0<br />
Bromide Sulphate Hydrochloride<br />
0,00<br />
Exposure (AUC)<br />
Solubility<br />
Aqueous pH ~ 2<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 16 17 June 2010
S, mg/ml<br />
S, mg/ml<br />
Solubility. Exposure screen, an example<br />
NSYYYY:<br />
Very weak base pKa: 4.2,<br />
Structure liable <strong>to</strong> strong acid (for salt forming)<br />
Free base was selected<br />
S 0 ~0.005 mg/ml<br />
BCS class II<br />
60<br />
50<br />
Solubility of NSYYYY vs pH<br />
35%HPbCD<br />
15%MebCD<br />
100<br />
10<br />
Solubility of NSYYYY vs pH<br />
35%HPbCD<br />
15%MebCD<br />
40<br />
30<br />
25%HPbCD<br />
15%HPbCD<br />
1<br />
25%HPbCD<br />
15%HPbCD<br />
20<br />
Water<br />
0,1<br />
Water<br />
10<br />
0,01<br />
0<br />
0,001<br />
-1 0 1 2 3 4 5 6 7<br />
-1 0 1 2 3 4 5 6 7<br />
pH<br />
pH<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 17 17 June 2010
Solubility. Exposure screen, an example<br />
Formulation:<br />
1: 15 % HP-ß-CD in phosphate buffer, pH = 2 (solution)<br />
2: 15 % HP-ß-CD in tartrate buffer, pH = 3 ( partly susp. Nanomilled)<br />
3: 0.5 % HPMC in tartrate buffer pH = 3 ( std. suspension. )<br />
4: 0.5 % HPMC in tartrate buffer pH = 3 (nano-milled suspension)<br />
Prepared at 10 mg/ml<br />
D(0.5) standard suspension: 73 µm<br />
D(0.5) nanomilled suspension: 0.39 µm<br />
Conclusions:<br />
Solution (1) or partial solution (2): AUC↑ 7-8 times<br />
relative <strong>to</strong> std. suspension (3)<br />
Nanomilling (4): AUC ↑ 3-4 times rel. <strong>to</strong> std.<br />
Suspension (3)<br />
Normalisation of ventricular pH in the dog is useful<br />
(Preferable pH~3)<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 18 17 June 2010
Solubility.<br />
Conclusion<br />
HTS kinetic solubility screening is useful for in-vitro screening as<br />
precipitation from DMSO solution is undesired<br />
Shakeflask solubility useful in QL phase for developing in-vivo dosing<br />
vehicles. Solid-state analysis of precipitate possible<br />
Solubility is not the only parameter <strong>to</strong> consider when selecting solid phase<br />
Solubility is ONE parameter in a thorough material characterisation<br />
program<br />
Melting<br />
point<br />
In-vivo<br />
exposure<br />
Salt<br />
s<strong>to</strong>ichiometry<br />
Hygrosco<br />
picity<br />
Absolute<br />
stucture<br />
S-XRD<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 19<br />
Processability<br />
Solid<br />
state<br />
stability<br />
Synthetic<br />
yield<br />
Polymorp<br />
hism<br />
Crystallinity
Solubility.<br />
Acknowledgements<br />
Department of DMPK, NeuroSearch A/S<br />
Department of Preformulation, NeuroSearch A/S<br />
Special thanks <strong>to</strong>:<br />
Dr. Anne-Marie Jacobsen, Head of DMPK<br />
Thomas Jacobsen M.Sc, Research Scientist, DMPK<br />
Dr. Anne Zimmermann, Preformulation Chemist<br />
PharmaIQ for hosting this venue<br />
6 th Annual Improving Solubility for Pharmaceutical and Biologics. 21 st -23 rd June 2010. 20