Biophysical Models for Prediction of Activity and ADME Parameters: Application to Quinolone Antibiotics

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1 Moleculr Biophrmceutics. Hwii Biophysicl Models for Prediction of Activity nd ADME Prmeters: Appliction to Quinolone Antibiotics Mª del Vl Bermejo Snz, Ph.D. Associte Professor of Phrmceutics Depto. rmci cultd de rmci. Universidd de Vlenci Espñ Moleculr Biophrmceutics. Hwii utline Biophysicl bsorption models Plsm QSAR methods in drug bsorption nd ctivity. CH C CH :.96 C6 C4 C C7.4 C.4C.8C CH.4 *C :.. S.8 rl bsorption prediction in drug development Lumen Concentrtion (µg/ml) Bolus rl. 4 Time (min)

2 Moleculr Biophrmceutics. Hwii Closed Loop Perfusion Technique: Doluisio s method Absorption rte coefficient: Permebility vlues A = A e k t c k R Peff = Syringe Stopcock Smples Drug in SLUTI Bile duct closed Wter rebsorption mesurement Gut Cnnul Moleculr Biophrmceutics. Hwii Closed Loop Perfusion Technique: Doluisio s method Absorption rte constnt: Permebility vlues A = A e k t c k R Peff = Concentrtion (µg/ml) Time (min - ) 4

3 Moleculr Biophrmceutics. Hwii Biophysicl Absorption Models: Plá-Delfin nd Moreno k Smll Intestine lumen k queous pthwy membrne k lumen k Colon Aqueous lyer membrne Plsm k Aqueous lyer Plsm km P K = B + P kp C + d C + P k km P K = B + P lipophilicity Lipophilicity Absorption rte coeffiecient h - Crbmtes n-ctnol Prtition coeffcient Phenyllkylmines Moleculr Biophrmceutics. Hwii Smll intestine Absorption rte coefficient h- Ring-Anilines n-ctnol Prtition Coefficient Sulfonmides MW> D Absorption rte coefficient h- 4 Absorption rte coefficient h - 4. Chromtogrphic constnts. Chromtogrphic constnt 6

4 Moleculr Biophrmceutics. Hwii Colon Absorption rte coefficient h Phenyl-lkyl cids. HPLC, Cpcity fctor K' Absorption rte coefficient h - Ring-Anilines 4 Distribution coefficient 7 Moleculr Biophrmceutics. Hwii Biophysicl Absorption Models: Plá-Delfin nd Moreno Gstric bsorption rte constnt, h -, (CH ) n CH n=-7 Distribution Coefficient, D ph:. 8 4

5 Moleculr Biophrmceutics. Hwii Biophysicl Absorption Models: Plá-Delfin nd Moreno Gstric mucos Lumen queous lyer Plsm k P Phospholipids Glycoclyx Membrne d C P k = f + E P 9 Moleculr Biophrmceutics. Hwii TAURCHLATE: ITERPRETATI ITS ULCERGEIC EECT. queous Lumen Plsm lyer Gstric bsorption constnt h - ko k Distribution Coefficient (n-ctnol) Lumen queous lyer Glycoclyx Membrne Plsm Phospholipids Glycoclyx Membrne

6 Moleculr Biophrmceutics. Hwii Biophysicl Absorption Models: Summry Stomch Smll Intestine Colon Lumen queous lyer Plsm Phospholipids Membrne Glycoclyx k lumen k k k Aqueous lyer membrne Plsm k lumen k Aqueous lyer k membrne Plsm P d C P k = + E P f km P K = B + P P kp C + d C + P P km P K = B + P Moleculr Biophrmceutics. Hwii Biophysicl Absorption Models: Summry Stomch Smll Intestine: MW> D Colon Lumen queous lyer Plsm lumen k membrne k lumen k membrne Phospholipids Membrne Glycoclyx k k Aqueous lyer Plsm Aqueous lyer k Plsm P d C P k = + E P f P km P K = B + P P km P K = B + P 6

7 Moleculr Biophrmceutics. Hwii Biophysicl Absorption Models: Plá-Delfin nd Moreno CH CH R R R= H, orfloxcin R= H, Ciprofloxcin R= CH, CH -(CH ) n - n=- CEAVISA S.A. Spin Moleculr Biophrmceutics. Hwii Biophysicl Absorption Models: Plá-Delfin nd Moreno Absorption rte constnt h orfloxcin.. Prtition coefficient, P Absorption rte constnt h Ciprofloxcin.. Prtition coefficient, P 4 7

8 Absorption rte constnt h - lumen K. membrne kq Moleculr Biophrmceutics. Hwii d Aq. lyer Plsm C P k = = + + E MW P d k kq kmem kmem... Prtition coefficient, P Kq (h - ) Kmem (h - ) Moleculr Biophrmceutics. Hwii QSAR methodologies in drug bsorption CH lumequine CH CH S CEAVISA 884 CEAVISA

9 Moleculr Biophrmceutics. Hwii QSAR methodologies in drug bsorption ITDYS. Université Pris VII. rnce. Prof. Christine Mercier.e-4.e-4 CV 884 lumequine CV 899 P eff (cm/s).e-4.e- orfloxcin derivtives Ciprofloxcin derivtives. x - x - x - x x x x x x x 6 n-ctnol Prtition Coefficient 7 Moleculr Biophrmceutics. Hwii QSAR methodologies in drug bsorption ITDYS. Université Pris VII: Vizet P. PATQSAR. Version CH -CH CH -CH -CH -CH Trze CH -CH-CH CH -A-B-C A B Vector A A B B C Vizet P. PATQSAR. Version

10 Moleculr Biophrmceutics. Hwii Compounds BER BER BER BER4 BER BER6 BER7 BER8 BER9 BER BER BER BER BER4 BER BER6 EW EW EW4 EW Log K exp Log K clc Dependent vrible Log K diff E V V V4 Topologicl mtrix V EQ(V6;V7; V8) 9 Moleculr Biophrmceutics. Hwii QSAR methodologies in drug bsorption.4c 7.4C 6.4 C.C 6.4C 4.4C Lipophilicity-structure correltion.4c 4. C 7.C.4C Absorption-structure correltion.7c. C CH.8C.4C. C CH.64C S S CH CH.4 Log P.6 CH Log k CH :.96 *C :. :.8

11 Moleculr Biophrmceutics. Hwii QSAR methodologies in drug bsorption E.Coli Stph. CH -.8 C C -.8 C. C o :.. C C C CH.6 CH -.8 C C -.8 C. C o :. -.8 C C 4. C CH.8 Structure- ntibcteril ctivity correltion Log /CMI Moleculr Biophrmceutics. Hwii Quinolone Topoisomerse

12 Moleculr Biophrmceutics. Hwii Experimentl Log P 4 - R = Predicted Log P Experimentl Log K R = Predicted Log K Experimentl Log /Mic E. Coli Predicted Log /Mic E. Coli R =.96 Experimentl Log /Mic Stph R = Predicted Log /Mic Stph. Moleculr Biophrmceutics. Hwii. Lipophilicity is the min fctor governing quinolone bsorption.. The bsorption-prtition reltionship hs good predictive performnce of intestinl permebility.. The ntibcteril ctivity is decresed by the lkyl chin which hinders the ccess to the bcteril topoisomerse or drug binding to DA. 4

13 Moleculr Biophrmceutics. Hwii CH CH R R R= H, orfloxcin CH CH R me H CV 97 -CH CV 97 R -CH -CH -(CH ) -CH CV 97 CV 97 R= H, Ciprofloxcin -(CH ) -CH CV 974 R= CH, CH -(CH ) n - n=- Homologous Compounds CEAVISA S.A. Spin Moleculr Biophrmceutics. Hwii CV97X derivtives.e-4 Peff (cm/s).e-4 CV97 CV974 CV97.e- CV97. CV n-ctnol Prtition coefficient 6

14 Moleculr Biophrmceutics. Hwii CV97X derivtives.e-4 Peff (cm/s).e-4 CV97 CV974 CV97.e- CV97. CV n-ctnol Prtition coefficient 7 Moleculr Biophrmceutics. Hwii P-gp levels e- Permebility cm/s e- e- e- e- e-6 CV97 conc. µg/ml.. Intest. IleumColonWhole Jejunum Duodenum 8 4

15 Permebility cm/s Moleculr Biophrmceutics. Hwii.e-.e-.e-.e-.e-.e-.e-6 CV97 conc. µg/ml... Intest. IleumColonWhole Jejunum Duodenum 9 Moleculr Biophrmceutics. Hwii.e-.e-.e-.e- Permebility cm/s.e-.e-.e-6 CV97 conc. µg/ml... D J Ileum Whole Intest.

16 Permebility cm/s Moleculr Biophrmceutics. Hwii.e-.e-.e-.e-.e-.e-.e-6. CV97 conc. µg/ml.. C Ileum D J +Verpmil Whole Intest. Moleculr Biophrmceutics. Hwii Model ssumptions Pdiff unchnged long GI trct. Efflux system Km vlue (ffinity) is unchnged long GI trct. Vm= f(expression level). Ileum 6

17 Moleculr Biophrmceutics. Hwii Concentrtion (µg/ml).. Time (min) Vm (nmol s- cm-) Whole intestine Km (µm) Prmeter Pdiff(cm s-) Vm (nmol s- cm-) ileum Whole intestine dc Vmx C = ( Pdiff ) C+ dt R R Km + C Ileum dc Vmx b C = ( Pd if f ) C+ dt R R K + C b b m In situ study Vlue (SD).7 - (. - ).6-4 (.76-4 ).94-4 (.6-4 ).94 (8.) Moleculr Biophrmceutics. Hwii. CV97 shows sturble efflux process verpmil sensitive. 4. The quinolone effective permebility is lower in rt ileum due to the higher P-glycoprotein expression level. 4 7

18 Moleculr Biophrmceutics. Hwii = ( E g ) ( Eh) E g = gut first-pss effects E h = liver first-pss effects rl bsorption prediction in drug development Biovilbility prediction in drug development: fluoroquinolones. CICYT (SA 96-7) Director. Prof. Plá-Delfin Moleculr Biophrmceutics. Hwii rl bsorption prediction in drug development = ( E g ) ( Eh) k T = e ( P T eff = e R res ) ( A ) n = e ( ) res T T bs = e 6 8

19 Moleculr Biophrmceutics. Hwii rl bsorption prediction in drug development Administrtion (I.V.) Blood Smples Cnnul jugulr Vein rl Administrtion 7 Moleculr Biophrmceutics. Hwii rl bsorption prediction in drug development rl dministrtion Group A (8- rts) I.V dministrtion (bolus or perfusion) Group B (8- rts) Plsm smpling nd Anlysis AUC clcultion AUC t + AUC t (Trpezoidl rule) ( C t /k) PK Popultion nlysis: onmem v.. Post-hoc Byesin ind. prmeter estimtion 8 9

20 Moleculr Biophrmceutics. Hwii orfloxcin plsm levels (mg/l). () D iv = mg D orl =4 mg. 4 Time (min) Ciprofloxcin plsm levels (mg/l).. 4 Time (min) D iv =4 mg D orl =4 mg 9 Moleculr Biophrmceutics. Hwii 4'- Propyl-ciprofloxcin plsm levels(mg/l). () D iv =4 mg D orl =4 mg. 4 Time (min) Pefloxcin plsm levels (mg/l). () D iv =8 mg D orl =8 mg. 4 6 Time (min) 4

21 Moleculr Biophrmceutics. Hwii.. = e CV97 k.4 CV97 Propil-or Propil-Cipro lumequine in vivo.8.6 Pefloxcin CV97 CV97 CV974.4 Ciprofloxcin orfloxcin k in situ 4 Moleculr Biophrmceutics. Hwii = e Experimentl k.4 b[]=. b[]=.96 r ²= Predicted 4

22 Moleculr Biophrmceutics. Hwii Cldis=k Vc R =.674 Cl=k Vc R = Vc R =. Vp R = Moleculr Biophrmceutics. Hwii 4. The in situ intestinl permebility is good predictive prmeter of in vivo.. The sturble (efflux nd bsorption) processes observed in situ (nd in vitro) hd not significnt influence in vivo in rts t the orl doses used. 6. Disposition prmeters still under modelling 44

23 Moleculr Biophrmceutics. Hwii Model construction ATP ATP ADP+P ATP synthesis Pssive SAz complex difussion Electron trnsport complexes Kd Kout [ATP] Kin Active ATP levels trnsport ATP Vm p; Km ATP consume SAz ADP+P Trnsporter Moleculr mechnisms. d[ ATP] = kin kout [ ATP] dt d[ ATP] = kin kout [ ATP] = dt [ ATP] = kin = kout kinp [ SAz] = kin C + [ SAz] Dt fitting K (h - ) ATP frction Srfloxcin Conc.4. mm.. mm mm. 4 6 Time [min] predictions 4 Moleculr Biophrmceutics. Hwii Acknowledgments An Virgini Crlos Isbel González Crlos ernández Vicente Csbó Virgini Merino An Ruiz Isbel Vicente unds: Generlitt Vlencin (GV ) MEC (SA 96 7) Compounds: Dr. Jon reixs CEAVISA SA 46

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