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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

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