1
|
Bržezická T, Kohútová L, Glatz Z. Atypical applications of transverse diffusion of laminar flow profiles methodology for in-capillary reactions in capillary electrophoresis. J Sep Sci 2024; 47:e2400157. [PMID: 38982555 DOI: 10.1002/jssc.202400157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 06/20/2024] [Accepted: 06/24/2024] [Indexed: 07/11/2024]
Abstract
Capillary electrophoresis (CE) is a powerful separation technique offering quick and efficient analyses in various fields of bioanalytical chemistry. It is characterized by many well-known advantages, but one, which is perhaps the most important for this application field, is somewhat overlooked. It is the possibility to perform chemical and biochemical reactions at the nL scale inside the separation capillary. There are two basic formats applicable for this purpose, heterogeneous and homogeneous. In the former, one reactant is immobilized onto a particle or monolithic support or directly on the capillary wall, and the other is injected. In the latter, the reactant mixing inside a capillary is based on electromigration or diffusion. One of the diffusion-based methodologies, termed Transverse Diffusion of Laminar Flow Profiles, is the subject of this review. Since most studies utilizing in-capillary reactions in CE focus on enzymes, which are being continuously and exhaustively reviewed, this review covers the atypical applications of this methodology, but still in the bioanalytical field. As can be seen from the demonstrated applications, they are not limited to reactions, but can also be utilized for other biochemical systems.
Collapse
Affiliation(s)
- Taťána Bržezická
- Department of Biochemistry, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Lenka Kohútová
- Department of Biochemistry, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Zdeněk Glatz
- Department of Biochemistry, Faculty of Science, Masaryk University, Brno, Czech Republic
| |
Collapse
|
2
|
Wang M, Kuldharan S, Shenoy A, Reddy S, Rex K, Osgood T, Wahlstrom J, Dahal UP. Xenografted Tumors Share Comparable Fraction Unbound and Can Be Surrogated by Mouse Lung Tissue. Drug Metab Dispos 2024; 52:644-653. [PMID: 38670798 DOI: 10.1124/dmd.124.001698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 04/21/2024] [Accepted: 04/24/2024] [Indexed: 04/28/2024] Open
Abstract
Free (unbound) drug concentration at the site of action is the key determinant of biologic activity since only unbound drugs can exert pharmacological and toxicological effects. Unbound drug concentration in tumors for solid cancers is needed to understand/explain/predict pharmacokinetics, pharmacodynamics, and efficacy relations. Fraction unbound (fu ) in tumors is usually determined across several xenografted tumors derived from various cell lines in the drug discovery stage, which is time consuming and a resource burden. In this study, we determined the fu values for a set of diverse compounds (comprising acid, base, neutral, zwitterion, and covalent drugs) across five different xenografted tumors and five commercially available mouse tissues to explore the correlation of fu between tumors and the possibility of surrogate tissue(s) for tumor fu (fu,tumor) determination. The crosstumor comparison showed that fu,tumor values across tumors are largely comparable, and systematic tissue versus tumor comparison demonstrated that only lung tissue had comparable fu to all five tumors (fu values within twofold change for >80% compounds in both comparisons). These results indicated that mouse lung tissue can be used as a surrogate matrix for a fu,tumor assay. This study will increase efficiency in fu,tumor assessment and reduce animal use (adapting the replace, reduce, and refine principle) in drug discovery. SIGNIFICANCE STATEMENT: The free drug concept is a well accepted principle in drug discovery research. Currently, tumor fraction unbound (fu,tumor) is determined in several tumors derived from different cell lines to estimate free drug concentrations of a compound. The results from this study indicated that fu,tumor across xenografted tumors is comparable, and fu,tumor can be estimated using a surrogate tissue, mouse lung. The results will increase efficiency in fu,tumor assessment and reduce animal use in drug discovery.
Collapse
Affiliation(s)
- Min Wang
- Pharmacokinetics and Drug Metabolism, Amgen Inc., South San Francisco, California (M.W., U.P.D.); Pharmacokinetics and Drug Metabolism, Syngene Amgen Research & Development Center, Bangalore, India (S.K., A.S., S.R.); and Amgen Research (K.R., T.O.) and Pharmacokinetics and Drug Metabolism (J.W.), Amgen Inc., Thousand Oaks, California
| | - Sandip Kuldharan
- Pharmacokinetics and Drug Metabolism, Amgen Inc., South San Francisco, California (M.W., U.P.D.); Pharmacokinetics and Drug Metabolism, Syngene Amgen Research & Development Center, Bangalore, India (S.K., A.S., S.R.); and Amgen Research (K.R., T.O.) and Pharmacokinetics and Drug Metabolism (J.W.), Amgen Inc., Thousand Oaks, California
| | - Aravind Shenoy
- Pharmacokinetics and Drug Metabolism, Amgen Inc., South San Francisco, California (M.W., U.P.D.); Pharmacokinetics and Drug Metabolism, Syngene Amgen Research & Development Center, Bangalore, India (S.K., A.S., S.R.); and Amgen Research (K.R., T.O.) and Pharmacokinetics and Drug Metabolism (J.W.), Amgen Inc., Thousand Oaks, California
| | - Satyanarayana Reddy
- Pharmacokinetics and Drug Metabolism, Amgen Inc., South San Francisco, California (M.W., U.P.D.); Pharmacokinetics and Drug Metabolism, Syngene Amgen Research & Development Center, Bangalore, India (S.K., A.S., S.R.); and Amgen Research (K.R., T.O.) and Pharmacokinetics and Drug Metabolism (J.W.), Amgen Inc., Thousand Oaks, California
| | - Karen Rex
- Pharmacokinetics and Drug Metabolism, Amgen Inc., South San Francisco, California (M.W., U.P.D.); Pharmacokinetics and Drug Metabolism, Syngene Amgen Research & Development Center, Bangalore, India (S.K., A.S., S.R.); and Amgen Research (K.R., T.O.) and Pharmacokinetics and Drug Metabolism (J.W.), Amgen Inc., Thousand Oaks, California
| | - Tao Osgood
- Pharmacokinetics and Drug Metabolism, Amgen Inc., South San Francisco, California (M.W., U.P.D.); Pharmacokinetics and Drug Metabolism, Syngene Amgen Research & Development Center, Bangalore, India (S.K., A.S., S.R.); and Amgen Research (K.R., T.O.) and Pharmacokinetics and Drug Metabolism (J.W.), Amgen Inc., Thousand Oaks, California
| | - Jan Wahlstrom
- Pharmacokinetics and Drug Metabolism, Amgen Inc., South San Francisco, California (M.W., U.P.D.); Pharmacokinetics and Drug Metabolism, Syngene Amgen Research & Development Center, Bangalore, India (S.K., A.S., S.R.); and Amgen Research (K.R., T.O.) and Pharmacokinetics and Drug Metabolism (J.W.), Amgen Inc., Thousand Oaks, California
| | - Upendra P Dahal
- Pharmacokinetics and Drug Metabolism, Amgen Inc., South San Francisco, California (M.W., U.P.D.); Pharmacokinetics and Drug Metabolism, Syngene Amgen Research & Development Center, Bangalore, India (S.K., A.S., S.R.); and Amgen Research (K.R., T.O.) and Pharmacokinetics and Drug Metabolism (J.W.), Amgen Inc., Thousand Oaks, California
| |
Collapse
|
3
|
Fitzpatrick G, Huang Y, Qiu F, Habgood MD, Medcalf RL, Ho H, Dziegielewska KM, Saunders NR. Entry of cannabidiol into the fetal, postnatal and adult rat brain. Cell Tissue Res 2024; 396:177-195. [PMID: 38366086 PMCID: PMC11055756 DOI: 10.1007/s00441-024-03867-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 01/22/2024] [Indexed: 02/18/2024]
Abstract
Cannabidiol is a major component of cannabis but without known psychoactive properties. A wide range of properties have been attributed to it, such as anti-inflammatory, analgesic, anti-cancer, anti-seizure and anxiolytic. However, being a fairly new compound in its purified form, little is known about cannabidiol brain entry, especially during development. Sprague Dawley rats at four developmental ages: embryonic day E19, postnatal day P4 and P12 and non-pregnant adult females were administered intraperitoneal cannabidiol at 10 mg/kg with [3H] labelled cannabidiol. To investigate the extent of placental transfer, the drug was injected intravenously into E19 pregnant dams. Levels of [3H]-cannabidiol in blood plasma, cerebrospinal fluid and brain were estimated by liquid scintillation counting. Plasma protein binding of cannabidiol was identified by polyacrylamide gel electrophoresis and its bound and unbound fractions measured by ultrafiltration. Using available RNA-sequencing datasets of E19 rat brain, choroid plexus and placenta, as well as P5 and adult brain and choroid plexus, expression of 13 main cannabidiol receptors was analysed. Results showed that cannabidiol rapidly entered both the developing and adult brains. Entry into CSF was more limited. Its transfer across the placenta was substantially restricted as only about 50% of maternal blood plasma cannabidiol concentration was detected in fetal plasma. Albumin was the main, but not exclusive, cannabidiol binding protein at all ages. Several transcripts for cannabidiol receptors were expressed in age- and tissue-specific manner indicating that cannabidiol may have different functional effects in the fetal compared to adult brain.
Collapse
Affiliation(s)
- Georgia Fitzpatrick
- Department of Neuroscience, Monash University, Melbourne, VIC, 3004, Australia
| | - Yifan Huang
- Department of Neuroscience, Monash University, Melbourne, VIC, 3004, Australia
| | - Fiona Qiu
- Department of Neuroscience, Monash University, Melbourne, VIC, 3004, Australia
| | - Mark D Habgood
- Department of Neuroscience, Monash University, Melbourne, VIC, 3004, Australia
| | - Robert L Medcalf
- Department of Neuroscience, Monash University, Melbourne, VIC, 3004, Australia
| | - Heidi Ho
- Department of Neuroscience, Monash University, Melbourne, VIC, 3004, Australia
| | | | - Norman R Saunders
- Department of Neuroscience, Monash University, Melbourne, VIC, 3004, Australia.
| |
Collapse
|
4
|
Thomas C, Byer-Alcorace A, Wang T. Human Serum Albumin Immobilized On Magnetizable Beads: A Rapid Method for Compound HSA Binding Study. J Pharm Sci 2024; 113:1359-1367. [PMID: 38325737 DOI: 10.1016/j.xphs.2024.01.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 01/30/2024] [Accepted: 01/30/2024] [Indexed: 02/09/2024]
Abstract
Immobilized human serum albumin (HSA) was developed by coupling His-tagged HSA onto Ni2+-coupled magnetizable beads (HSA-beads), allowing the HSA to be easily removed from incubation components. The HSA-beads system provides a rapid and convenient method to study HSA compound binding. In this study, the HSA-beads system was characterized and evaluated as a tool for assessing compound HSA binding properties. The free fraction (fu) values of test compounds measured using HSA-beads were comparable to those determined by equilibrium dialysis (ED), which is commonly used to evaluate albumin binding in vitro. The equilibrium dissociation constant (Kd) values determined for a series of compounds using the HSA-beads method demonstrated good correlation with literature data. This good correlation also suggests that the binding of His-HSA to the beads does not impact the conformations of the two compound binding sites of HSA, as the range of compounds tested encompassed binding to both sites. Furthermore, the Kd values of representative compounds itraconazole and BIRT2584 that were difficult to assess using ED, due to significant cellulose membrane adsorption, were successfully determined. The HSA-beads provide several advantages over ED, such as simple preparation, short assay incubation duration, and the ability to quantify both free and HSA-bound species of the test compound, facilitated by the simple separation of HSA-beads from the solution phase using a magnetic field. These properties render the HSA-beads method suitable for high-throughput studies on compound HSA binding.
Collapse
Affiliation(s)
- Cody Thomas
- Department of Drug Metabolism and Pharmacokinetics, Boehringer Ingelheim Pharmaceuticals, Inc., 900 Ridgebury Rd., Ridgefield, CT 06877, USA
| | - Alexander Byer-Alcorace
- Department of Drug Metabolism and Pharmacokinetics, Boehringer Ingelheim Pharmaceuticals, Inc., 900 Ridgebury Rd., Ridgefield, CT 06877, USA
| | - Ting Wang
- Department of Drug Metabolism and Pharmacokinetics, Boehringer Ingelheim Pharmaceuticals, Inc., 900 Ridgebury Rd., Ridgefield, CT 06877, USA.
| |
Collapse
|
5
|
Bodenlenz M, Yeoh T, Berstein G, Mathew S, Shah J, Banfield C, Hollingshead B, Steyn SJ, Osgood SM, Beaumont K, Kainz S, Holeček C, Trausinger G, Raml R, Birngruber T. Comparative Study of Dermal Pharmacokinetics Between Topical Drugs Using Open Flow Microperfusion in a Pig Model. Pharm Res 2024; 41:223-234. [PMID: 38158503 PMCID: PMC10879402 DOI: 10.1007/s11095-023-03645-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 12/14/2023] [Indexed: 01/03/2024]
Abstract
PURPOSE Accurate methods to determine dermal pharmacokinetics are important to increase the rate of clinical success in topical drug development. We investigated in an in vivo pig model whether the unbound drug concentration in the interstitial fluid as determined by dermal open flow microperfusion (dOFM) is a more reliable measure of dermal exposure compared to dermal biopsies for seven prescription or investigational drugs. In addition, we verified standard dOFM measurement using a recirculation approach and compared dosing frequencies (QD versus BID) and dose strengths (high versus low drug concentrations). METHODS Domestic pigs were topically administered seven different drugs twice daily in two studies. On day 7, drug exposures in the dermis were assessed in two ways: (1) dOFM provided the total and unbound drug concentrations in dermal interstitial fluid, and (2) clean punch biopsies after heat separation provided the total concentrations in the upper and lower dermis. RESULTS dOFM showed sufficient intra-study precision to distinguish interstitial fluid concentrations between different drugs, dose frequencies and dose strengths, and had good reproducibility between studies. Biopsy concentrations showed much higher and more variable values. Standard dOFM measurements were consistent with values obtained with the recirculation approach. CONCLUSIONS dOFM pig model is a robust and reproducible method to directly determine topical drug concentration in dermal interstitial fluid. Dermal biopsies were a less reliable measure of dermal exposure due to possible contributions from drug bound to tissue and drug associated with skin appendages.
Collapse
Affiliation(s)
- Manfred Bodenlenz
- HEALTH - Institute for Biomedical Research and Technologies, Joanneum Research Forschungsgesellschaft M.B.H, Neue Stiftingtalstrasse 2, 8010, Graz, Austria
| | - Thean Yeoh
- Pfizer Research Technology Center, 1 Portland St, Cambridge, MA, 02139, USA
| | - Gabriel Berstein
- Pfizer Research Technology Center, 1 Portland St, Cambridge, MA, 02139, USA
| | - Shibin Mathew
- Pfizer Research Technology Center, 1 Portland St, Cambridge, MA, 02139, USA.
| | - Jaymin Shah
- Pfizer Research Technology Center, 1 Portland St, Cambridge, MA, 02139, USA
| | | | - Brett Hollingshead
- Pfizer Research Technology Center, 1 Portland St, Cambridge, MA, 02139, USA
| | - Stefanus J Steyn
- Pfizer Research Technology Center, 1 Portland St, Cambridge, MA, 02139, USA
| | - Sarah M Osgood
- Pfizer Research Technology Center, 1 Portland St, Cambridge, MA, 02139, USA
| | - Kevin Beaumont
- Pfizer Research Technology Center, 1 Portland St, Cambridge, MA, 02139, USA
| | - Sonja Kainz
- HEALTH - Institute for Biomedical Research and Technologies, Joanneum Research Forschungsgesellschaft M.B.H, Neue Stiftingtalstrasse 2, 8010, Graz, Austria
| | - Christian Holeček
- HEALTH - Institute for Biomedical Research and Technologies, Joanneum Research Forschungsgesellschaft M.B.H, Neue Stiftingtalstrasse 2, 8010, Graz, Austria
| | - Gert Trausinger
- HEALTH - Institute for Biomedical Research and Technologies, Joanneum Research Forschungsgesellschaft M.B.H, Neue Stiftingtalstrasse 2, 8010, Graz, Austria
| | - Reingard Raml
- HEALTH - Institute for Biomedical Research and Technologies, Joanneum Research Forschungsgesellschaft M.B.H, Neue Stiftingtalstrasse 2, 8010, Graz, Austria
| | - Thomas Birngruber
- HEALTH - Institute for Biomedical Research and Technologies, Joanneum Research Forschungsgesellschaft M.B.H, Neue Stiftingtalstrasse 2, 8010, Graz, Austria.
| |
Collapse
|
6
|
Dömötör O, Mathuber M, Kowol CR. In vitro biodistribution studies on clinically approved FGFR inhibitors ponatinib, nintedanib, erlotinib and the investigational inhibitor KP2692. Eur J Pharm Sci 2024; 192:106651. [PMID: 38013124 DOI: 10.1016/j.ejps.2023.106651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 11/04/2023] [Accepted: 11/20/2023] [Indexed: 11/29/2023]
Abstract
Binding towards human serum albumin (HSA) and α1-acid glycoprotein (AGP) of three approved fibroblast growth factor receptor (FGFR) inhibitors ponatinib (PON), nintedanib (NIN) and erdafitinib (ERD), as well as the experimental drug KP2692 was studied by means of spectrofluorometric and UV-visible spectrophotometric methods. Additionally, proton dissociation processes, lipophilicity, and fluorescence properties of these four molecules were investigated in detail. The FGFR inhibitors were predominantly presented in their single protonated form (HL+) at pH 7.4 (at blood pH). At gastric pH (pH 1-2) the protonated forms (+1 - +3) are present, which provide relatively good aqueous solubility of the drugs. All of the four inhibitors are highly or extremely lipophilic at pH 7.4 (logD7.4 ≥ 2.7). At acidic pH 2.0 PON and ERD are rather lipophilic, NIN is amphiphilic, while KP2692 is highly hydrophilic. All four compounds bind to HSA and AGP. Moderate binding of PON, KP2692 and NIN was found towards albumin (logK' = 4.5-4.7), while their affinity for AGP was about one order of magnitude higher (logK' = 5.2-5.7). ERD shows a larger affinity for both proteins (logK'HSA ≈ 5.2, logK'AGP ≈ 7.0). The computed constants were used to model the distribution of the FGFR inhibitors in blood plasma under physiological and pathological (acute phase) conditions. The changing levels of the two proteins under pathological conditions compensate each other for PON and NIN, so that the free drug fractions do not change considerably. In the case of ERD the higher AGP levels distinctly reduce the free available fraction of the drug. Comparison with clinical pharmacokinetic data indicates that the here presented solution distribution studies can very well predict the conditions in cancer patients.
Collapse
Affiliation(s)
- Orsolya Dömötör
- Department of Molecular and Analytical Chemistry, University of Szeged, Dóm tér 7-8, 6720 Szeged, Hungary.
| | - Marlene Mathuber
- Institute of Inorganic Chemistry, Faculty of Chemistry, University of Vienna, Waehringer Strasse 42, 1090 Vienna, Austria
| | - Christian R Kowol
- Institute of Inorganic Chemistry, Faculty of Chemistry, University of Vienna, Waehringer Strasse 42, 1090 Vienna, Austria; Research Cluster "Translational Cancer Therapy Research", University of Vienna and Medical University of Vienna, Vienna, Austria
| |
Collapse
|
7
|
Viertel K, Feles E, Schulte M, Annecke T, Mattner F. Serum concentration of continuously administered vancomycin influences efficacy and safety in critically ill adults: a systematic review. Int J Antimicrob Agents 2023; 62:107005. [PMID: 37839714 DOI: 10.1016/j.ijantimicag.2023.107005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 09/12/2023] [Accepted: 09/29/2023] [Indexed: 10/17/2023]
Abstract
OBJECTIVES Vancomycin is used to treat Gram-positive infections in critically ill adults. For vancomycin administered by continuous infusion (CI), various target ranges have been used, ranging from 15-20 mg/L to 30-40 mg/L. This systematic literature review was conducted to investigate the impact of steady-state serum concentration (Css) of CI on safety and efficacy of therapy in critically ill adults. METHODS Relevant literature was identified by searching two electronic databases (PubMed, Cochrane Library) and Google Scholar from inception until July 2023, focusing on studies reporting measured Css and treatment outcomes (e.g. mortality, nephrotoxicity) with CI. Due to study heterogeneity, a narrative synthesis of the evidence was performed. RESULTS Twenty-one publications were included with a total of 2949 patients. Mortality was higher (two studies, n = 388 patients) and clinical cure was lower (one study, n = 40 patients) with Css < 15 mg/L measured 24 h after initiation of CI (C24). An adequate loading dose appeared most important for maintaining higher C24. Generally, higher Css was associated with higher rates of acute kidney injury (AKI) (15 studies, n = 2331 patients). It was calculated that Css < 25 mg/L (versus ≥25 mg/L) was preferable for reducing nephrotoxicity (three studies, n = 515 patients). CONCLUSIONS Despite sparse data availability, the target range of 15-25 mg/L in CI may increase clinical cure and reduce mortality and AKI. In future research, vancomycin Css cohorts should be formed to allow evaluation of the impact of Css of CI on treatment outcomes.
Collapse
Affiliation(s)
- Katrin Viertel
- Central Pharmacy, Cologne Merheim Medical Centre, University Hospital of Witten/Herdecke, Ostmerheimer Str. 200, 51109 Cologne, Germany; Institute of Hygiene, Cologne Merheim Medical Centre, University Hospital of Witten/Herdecke, Ostmerheimer Str. 200, 51109 Cologne, Germany; Division of Hygiene and Environmental Medicine, Department of Human Medicine, Faculty of Health, Witten/Herdecke University, Witten, Alfred-Herrhausen-Straße 50, 58455 Witten, Germany.
| | - Elisabeth Feles
- Central Pharmacy, Cologne Merheim Medical Centre, University Hospital of Witten/Herdecke, Ostmerheimer Str. 200, 51109 Cologne, Germany; Institute of Hygiene, Cologne Merheim Medical Centre, University Hospital of Witten/Herdecke, Ostmerheimer Str. 200, 51109 Cologne, Germany; Division of Hygiene and Environmental Medicine, Department of Human Medicine, Faculty of Health, Witten/Herdecke University, Witten, Alfred-Herrhausen-Straße 50, 58455 Witten, Germany
| | - Melanie Schulte
- Central Pharmacy, Cologne Merheim Medical Centre, University Hospital of Witten/Herdecke, Ostmerheimer Str. 200, 51109 Cologne, Germany
| | - Thorsten Annecke
- Department of Anaesthesiology and Intensive Care Medicine, Cologne Merheim Medical Centre, University Hospital of Witten/Herdecke, Ostmerheimer Str. 200, 51109 Cologne, Germany
| | - Frauke Mattner
- Institute of Hygiene, Cologne Merheim Medical Centre, University Hospital of Witten/Herdecke, Ostmerheimer Str. 200, 51109 Cologne, Germany; Division of Hygiene and Environmental Medicine, Department of Human Medicine, Faculty of Health, Witten/Herdecke University, Witten, Alfred-Herrhausen-Straße 50, 58455 Witten, Germany
| |
Collapse
|
8
|
Christophersen P, Dyhring T. The shortcoming of using glibenclamide in exploratory clinical headache provocation studies. Cephalalgia 2023; 43:3331024231219475. [PMID: 38064318 DOI: 10.1177/03331024231219475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
OBJECTIVE Preclinical and clinical studies implicate the vascular ATP-sensitive potassium (KATP) channel in the signaling cascades underlying headache and migraine. However, attempts to demonstrate that the KATP channel inhibitor glibenclamide would attenuate triggered headache in healthy volunteers have proven unsuccessful. It is questionable, however, whether target engagement was achieved in these clinical studies. METHODS Literature data for human glibenclamide pharmacokinetics, plasma protein binding and functional IC50 values were used to predict the KATP receptor occupancy (RO) levels obtained after glibenclamide dosing in the published exploratory clinical headache provocation studies. RO vs. time profiles of glibenclamide were simulated for the pancreatic KATP channel subtype Kir6.2/SUR1 and the vascular subtype Kir6.1/SUR2B. RESULTS At the clinical dose of 10 mg of glibenclamide used in the headache provocation studies, predicted maximal occupancy levels of up to 90% and up to 26% were found for Kir6.2/SUR1 and Kir6.1/SUR2B, respectively. CONCLUSIONS The findings of the present study indicate that effective Kir6.1/SUR2B target engagement was not achieved in the clinical headache provocation studies using glibenclamide. Therefore, development of novel selective Kir6.1/SUR2B inhibitors, with good bioavailability and low plasma protein binding, is required to reveal the potential of KATP channel inhibition in the treatment of migraine.
Collapse
|
9
|
Spreitzer I, Keife J, Strasser T, Kalaba P, Lubec J, Neuhaus W, Lubec G, Langer T, Wackerlig J, Loryan I. Pharmacokinetics of Novel Dopamine Transporter Inhibitor CE-123 and Modafinil with a Focus on Central Nervous System Distribution. Int J Mol Sci 2023; 24:16956. [PMID: 38069277 PMCID: PMC10707468 DOI: 10.3390/ijms242316956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 11/24/2023] [Accepted: 11/27/2023] [Indexed: 12/18/2023] Open
Abstract
S-CE-123, a novel dopamine transporter inhibitor, has emerged as a potential candidate for cognitive enhancement. The objective of this study was to compare the tissue distribution profiles, with a specific focus on central nervous system distribution and metabolism, of S-CE-123 and R-modafinil. To address this objective, a precise liquid chromatography-high resolution mass spectrometry method was developed and partially validated. Neuropharmacokinetic parameters were assessed using the Combinatory Mapping Approach. Our findings reveal distinct differences between the two compounds. Notably, S-CE-123 demonstrates a significantly superior extent of transport across the blood-brain barrier (BBB), with an unbound brain-to-plasma concentration ratio (Kp,uu,brain) of 0.5, compared to R-modafinil's Kp,uu,brain of 0.1. A similar pattern was observed for the transport across the blood-spinal cord barrier. Concerning the drug transport across cellular membranes, we observed that S-CE-123 primarily localizes in the brain interstitial space, whereas R-modafinil distributes more evenly across both sides of the plasma membrane of the brain's parenchymal cells (Kp,uu,cell). Furthermore, our study highlights the substantial differences in hepatic metabolic stability, with S-CE-123 having a 9.3-fold faster metabolism compared to R-modafinil. In summary, the combination of improved BBB transport and higher affinity of S-CE-123 to dopamine transporters in comparison to R-modafinil makes S-CE-123 a promising candidate for further testing for the treatment of cognitive decline.
Collapse
Affiliation(s)
- Iva Spreitzer
- Department of Pharmaceutical Sciences, University of Vienna, 1090 Vienna, Austria; (I.S.); (T.L.)
- Vienna Doctoral School of Pharmaceutical, Nutritional and Sport Sciences, University of Vienna, 1090 Vienna, Austria
| | - Josefin Keife
- Translational Pharmacokinetics/Pharmacodynamics Group, Department of Pharmacy, Uppsala University, 75123 Uppsala, Sweden
| | - Tobias Strasser
- Department of Pharmaceutical Sciences, University of Vienna, 1090 Vienna, Austria; (I.S.); (T.L.)
| | - Predrag Kalaba
- Department of Pharmaceutical Sciences, University of Vienna, 1090 Vienna, Austria; (I.S.); (T.L.)
| | - Jana Lubec
- Programme for Proteomics, Paracelsus Medical University, 5020 Salzburg, Austria (G.L.)
| | - Winfried Neuhaus
- Competence Unit Molecular Diagnostics, Center Health and Bioresources, AIT Austrian Institute of Technology GmbH, 1210 Vienna, Austria;
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, 3500 Krems, Austria
| | - Gert Lubec
- Programme for Proteomics, Paracelsus Medical University, 5020 Salzburg, Austria (G.L.)
| | - Thierry Langer
- Department of Pharmaceutical Sciences, University of Vienna, 1090 Vienna, Austria; (I.S.); (T.L.)
| | - Judith Wackerlig
- Department of Pharmaceutical Sciences, University of Vienna, 1090 Vienna, Austria; (I.S.); (T.L.)
| | - Irena Loryan
- Translational Pharmacokinetics/Pharmacodynamics Group, Department of Pharmacy, Uppsala University, 75123 Uppsala, Sweden
| |
Collapse
|
10
|
Komura H, Watanabe R, Mizuguchi K. The Trends and Future Prospective of In Silico Models from the Viewpoint of ADME Evaluation in Drug Discovery. Pharmaceutics 2023; 15:2619. [PMID: 38004597 PMCID: PMC10675155 DOI: 10.3390/pharmaceutics15112619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 11/05/2023] [Accepted: 11/07/2023] [Indexed: 11/26/2023] Open
Abstract
Drug discovery and development are aimed at identifying new chemical molecular entities (NCEs) with desirable pharmacokinetic profiles for high therapeutic efficacy. The plasma concentrations of NCEs are a biomarker of their efficacy and are governed by pharmacokinetic processes such as absorption, distribution, metabolism, and excretion (ADME). Poor ADME properties of NCEs are a major cause of attrition in drug development. ADME screening is used to identify and optimize lead compounds in the drug discovery process. Computational models predicting ADME properties have been developed with evolving model-building technologies from a simplified relationship between ADME endpoints and physicochemical properties to machine learning, including support vector machines, random forests, and convolution neural networks. Recently, in the field of in silico ADME research, there has been a shift toward evaluating the in vivo parameters or plasma concentrations of NCEs instead of using predictive results to guide chemical structure design. Another research hotspot is the establishment of a computational prediction platform to strengthen academic drug discovery. Bioinformatics projects have produced a series of in silico ADME models using free software and open-access databases. In this review, we introduce prediction models for various ADME parameters and discuss the currently available academic drug discovery platforms.
Collapse
Affiliation(s)
- Hiroshi Komura
- University Research Administration Center, Osaka Metropolitan University, 1-2-7 Asahimachi, Abeno-ku, Osaka 545-0051, Osaka, Japan
| | - Reiko Watanabe
- Institute for Protein Research, Osaka University, 3-2 Yamadaoka, Suita 565-0871, Osaka, Japan; (R.W.); (K.M.)
- Artificial Intelligence Centre for Health and Biomedical Research, National Institutes of Biomedical Innovation, Health, and Nutrition (NIBIOHN), 3-17 Senrioka-shinmachi, Settu 566-0002, Osaka, Japan
| | - Kenji Mizuguchi
- Institute for Protein Research, Osaka University, 3-2 Yamadaoka, Suita 565-0871, Osaka, Japan; (R.W.); (K.M.)
- Artificial Intelligence Centre for Health and Biomedical Research, National Institutes of Biomedical Innovation, Health, and Nutrition (NIBIOHN), 3-17 Senrioka-shinmachi, Settu 566-0002, Osaka, Japan
| |
Collapse
|
11
|
Saleh MAA, Gülave B, Campagne O, Stewart CF, Elassaiss-Schaap J, de Lange ECM. Using the LeiCNS-PK3.0 Physiologically-Based Pharmacokinetic Model to Predict Brain Extracellular Fluid Pharmacokinetics in Mice. Pharm Res 2023; 40:2555-2566. [PMID: 37442882 PMCID: PMC10733198 DOI: 10.1007/s11095-023-03554-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 06/16/2023] [Indexed: 07/15/2023]
Abstract
INTRODUCTION The unbound brain extracelullar fluid (brainECF) to plasma steady state partition coefficient, Kp,uu,BBB, values provide steady-state information on the extent of blood-brain barrier (BBB) transport equilibration, but not on pharmacokinetic (PK) profiles seen by the brain targets. Mouse models are frequently used to study brain PK, but this information cannot directly be used to inform on human brain PK, given the different CNS physiology of mouse and human. Physiologically based PK (PBPK) models are useful to translate PK information across species. AIM Use the LeiCNS-PK3.0 PBPK model, to predict brain extracellular fluid PK in mice. METHODS Information on mouse brain physiology was collected from literature. All available connected data on unbound plasma, brainECF PK of 10 drugs (cyclophosphamide, quinidine, erlotonib, phenobarbital, colchicine, ribociclib, topotecan, cefradroxil, prexasertib, and methotrexate) from different mouse strains were used. Dosing regimen dependent plasma PK was modelled, and Kpuu,BBB values were estimated, and provided as input into the LeiCNS-PK3.0 model to result in prediction of PK profiles in brainECF. RESULTS Overall, the model gave an adequate prediction of the brainECF PK profile for 7 out of the 10 drugs. For 7 drugs, the predicted versus observed brainECF data was within two-fold error limit and the other 2 drugs were within five-fold error limit. CONCLUSION The current version of the mouse LeiCNS-PK3.0 model seems to reasonably predict available information on brainECF from healthy mice for most drugs. This brings the translation between mouse and human brain PK one step further.
Collapse
Affiliation(s)
- Mohammed A A Saleh
- Division of Systems Pharmacology and Pharmacy, Leiden Academic Center for Drug Research, Leiden University, Gorlaeus laboratorium, Einsteinweg 55, 2333 CC, Leiden, The Netherlands
| | - Berfin Gülave
- Division of Systems Pharmacology and Pharmacy, Leiden Academic Center for Drug Research, Leiden University, Gorlaeus laboratorium, Einsteinweg 55, 2333 CC, Leiden, The Netherlands
| | - Olivia Campagne
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, USA
| | - Clinton F Stewart
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, USA
| | | | - Elizabeth C M de Lange
- Division of Systems Pharmacology and Pharmacy, Leiden Academic Center for Drug Research, Leiden University, Gorlaeus laboratorium, Einsteinweg 55, 2333 CC, Leiden, The Netherlands.
| |
Collapse
|
12
|
Klock E, Kane MP, Musteata FM. Measurement of free fraction, total concentration and protein binding for testosterone, triiodothyronine and thyroxine. Bioanalysis 2023; 15:1355-1368. [PMID: 37847058 PMCID: PMC10619191 DOI: 10.4155/bio-2023-0126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 09/20/2023] [Indexed: 10/18/2023] Open
Abstract
Aims: Measuring the total and free concentrations of hormones is useful, but the technology to do this simultaneously is lacking. Methods: A new method offers the ability to measure these parameters concurrently for testosterone, thyroxine and triiodothyronine. Results: The free concentrations showed significant correlations with patients' vital statistics. Overall, 67% of correlations for total concentration showed that the new and classical methods had equal accuracy, or that comprehensive ultrafiltration was more accurate. The protein binding term was found to correlate significantly with the patients' luteinizing hormone, prostate-specific antigen and height. Conclusion: Comprehensive ultrafiltration for measuring the total concentration, free concentration and protein binding term uses less sample and is much faster than measuring these parameters with three separate methods.
Collapse
Affiliation(s)
- Emily Klock
- Albany College of Pharmacy & Health Sciences, Department of Pharmaceutical Sciences, 106 New Scotland Avenue, Albany, NY 12208, USA
| | - Michael P Kane
- Albany College of Pharmacy & Health Sciences, Department of Pharmacy Practice, 106 New Scotland Avenue, Albany, NY 12208, USA
| | - Florin M Musteata
- Albany College of Pharmacy & Health Sciences, Department of Pharmaceutical Sciences, 106 New Scotland Avenue, Albany, NY 12208, USA
| |
Collapse
|
13
|
Mader MM, Rudolph J, Hartung IV, Uehling D, Workman P, Zuercher W. Which Small Molecule? Selecting Chemical Probes for Use in Cancer Research and Target Validation. Cancer Discov 2023; 13:2150-2165. [PMID: 37712569 DOI: 10.1158/2159-8290.cd-23-0536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 07/17/2023] [Accepted: 08/08/2023] [Indexed: 09/16/2023]
Abstract
Small-molecule chemical "probes" complement the use of molecular biology techniques to explore, validate, and generate hypotheses on the function of proteins in diseases such as cancer. Unfortunately, the poor selection and use of small-molecule reagents can lead to incorrect conclusions. Here, we illustrate examples of poor chemical tools and suggest best practices for the selection, validation, and use of high-quality chemical probes in cancer research. We also note the complexity associated with tools for novel drug modalities, exemplified by protein degraders, and provide advice and resources to facilitate the independent identification of appropriate small-molecule probes by researchers. SIGNIFICANCE Validation of biological targets and pathways will be aided by a shared understanding of the criteria of potency, selectivity, and target engagement associated with small-molecule reagents ("chemical probes") that enable that work. Interdisciplinary collaboration between cancer biologists, medicinal chemists, and chemical biologists and the awareness of available resources will reduce misleading data generation and interpretation, strengthen data robustness, and improve productivity in academic and industrial research.
Collapse
Affiliation(s)
- Mary M Mader
- Indiana Biosciences Research Institute, Indianapolis, Indiana
- Chemistry in Cancer Research (CICR) Working Group of the American Association for Cancer Research, Philadelphia, Pennsylvania
| | - Joachim Rudolph
- Chemistry in Cancer Research (CICR) Working Group of the American Association for Cancer Research, Philadelphia, Pennsylvania
- Genentech, Inc., South San Francisco, California
| | - Ingo V Hartung
- Chemistry in Cancer Research (CICR) Working Group of the American Association for Cancer Research, Philadelphia, Pennsylvania
- Merck Healthcare KGaA, Darmstadt, Germany
| | - David Uehling
- Chemistry in Cancer Research (CICR) Working Group of the American Association for Cancer Research, Philadelphia, Pennsylvania
- Ontario Institute for Cancer Research, Toronto, Canada
| | - Paul Workman
- Chemistry in Cancer Research (CICR) Working Group of the American Association for Cancer Research, Philadelphia, Pennsylvania
- Centre for Cancer Drug Discovery, The Institute of Cancer Research (London), Sutton, United Kingdom
- Chemical Probes Portal (www.chemicalprobes.org)
| | - William Zuercher
- Chemistry in Cancer Research (CICR) Working Group of the American Association for Cancer Research, Philadelphia, Pennsylvania
- F. Hoffmann-La Roche Ltd., Basel, Switzerland
| |
Collapse
|
14
|
Tastet V, Le Vée M, Bruyère A, Fardel O. Interactions of human drug transporters with chemical additives present in plastics: Potential consequences for toxicokinetics and health. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023:121882. [PMID: 37236587 DOI: 10.1016/j.envpol.2023.121882] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Revised: 04/18/2023] [Accepted: 05/23/2023] [Indexed: 05/28/2023]
Abstract
Human membrane drug transporters are recognized as major actors of pharmacokinetics; they also handle endogenous compounds, including hormones and metabolites. Chemical additives present in plastics interact with human drug transporters, which may have consequences for the toxicokinetics and toxicity of these widely-distributed environmental and/or dietary pollutants, to which humans are highly exposed. The present review summarizes key findings about this topic. In vitro assays have demonstrated that various plastic additives, including bisphenols, phthalates, brominated flame retardants, poly-alkyl phenols and per- and poly-fluoroalkyl substances, can inhibit the activities of solute carrier uptake transporters and/or ATP-binding cassette efflux pumps. Some are substrates for transporters or can regulate their expression. The relatively low human concentration of plastic additives from environmental or dietary exposure is a key parameter to consider to appreciate the in vivo relevance of plasticizer-transporter interactions and their consequences for human toxicokinetics and toxicity of plastic additives, although even low concentrations of pollutants (in the nM range) may have clinical effects. Existing data about interactions of plastic additives with drug transporters remain somewhat sparse and incomplete. A more systematic characterization of plasticizer-transporter relationships is needed. The potential effects of chemical additive mixtures towards transporter activities and the identification of transporter substrates among plasticizers, as well as their interactions with transporters of emerging relevance deserve particular attention. A better understanding of the human toxicokinetics of plastic additives may help to fully integrate the possible contribution of transporters to the absorption, distribution, metabolism and excretion of plastics-related chemicals, as well as to their deleterious effects towards human health.
Collapse
Affiliation(s)
- Valentin Tastet
- Univ Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France
| | - Marc Le Vée
- Univ Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France
| | - Arnaud Bruyère
- Univ Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France
| | - Olivier Fardel
- Univ Rennes, CHU Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France.
| |
Collapse
|
15
|
Melander E, Eriksson C, Wellens S, Hosseini K, Fredriksson R, Gosselet F, Culot M, Göransson U, Hammarlund-Udenaes M, Loryan I. Differential Blood-Brain Barrier Transport and Cell Uptake of Cyclic Peptides In Vivo and In Vitro. Pharmaceutics 2023; 15:pharmaceutics15051507. [PMID: 37242750 DOI: 10.3390/pharmaceutics15051507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/11/2023] [Accepted: 05/12/2023] [Indexed: 05/28/2023] Open
Abstract
The blood-brain barrier (BBB) poses major challenges to drug delivery to the CNS. SFTI-1 and kalata B1 are cyclic cell-penetrating peptides (cCPPs) with high potential to be used as scaffolds for drug delivery. We here studied their transport across the BBB and distribution within the brain to gauge the potential of these two cCPPs as scaffolds for CNS drugs. In a rat model, SFTI-1 exhibited, for a peptide, high extent of BBB transport with a partitioning of unbound SFTI-1 across the BBB, Kp,uu,brain, of 13%, while only 0.5% of kalata B1 equilibrated across the BBB. By contrast, kalata B1, but not SFTI-1, readily entered neural cells. SFTI-1, but not kalata B1, could be a potential CNS delivery scaffold for drugs directed to extracellular targets. These findings indicate that differences between the BBB transport and cellular uptake abilities of CPPs are crucial in the development of peptide scaffolds.
Collapse
Affiliation(s)
- Erik Melander
- Department of Pharmacy, Uppsala University, 75123 Uppsala, Sweden
| | - Camilla Eriksson
- Department of Pharmaceutical Biosciences, Uppsala University, 75123 Uppsala, Sweden
| | - Sara Wellens
- Laboratoire de la Barrière Hémato-Encéphalique (LBHE), Faculté des Sciences Jean Perrin, University of Artois, UR 2465, Rue Jean Souvraz SP18, F-62300 Lens, France
| | - Kimia Hosseini
- Department of Pharmaceutical Biosciences, Uppsala University, 75123 Uppsala, Sweden
| | - Robert Fredriksson
- Department of Pharmaceutical Biosciences, Uppsala University, 75123 Uppsala, Sweden
| | - Fabien Gosselet
- Laboratoire de la Barrière Hémato-Encéphalique (LBHE), Faculté des Sciences Jean Perrin, University of Artois, UR 2465, Rue Jean Souvraz SP18, F-62300 Lens, France
| | - Maxime Culot
- Laboratoire de la Barrière Hémato-Encéphalique (LBHE), Faculté des Sciences Jean Perrin, University of Artois, UR 2465, Rue Jean Souvraz SP18, F-62300 Lens, France
| | - Ulf Göransson
- Department of Pharmaceutical Biosciences, Uppsala University, 75123 Uppsala, Sweden
| | | | - Irena Loryan
- Department of Pharmacy, Uppsala University, 75123 Uppsala, Sweden
| |
Collapse
|
16
|
Qi T, Cao Y. Dissecting sources of variability in patient response to targeted therapy: anti-HER2 therapies as a case study. Eur J Pharm Sci 2023; 186:106467. [PMID: 37196833 DOI: 10.1016/j.ejps.2023.106467] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 04/21/2023] [Accepted: 05/14/2023] [Indexed: 05/19/2023]
Abstract
BACKGROUND AND PURPOSE Despite their use to treat cancers with specific genetic aberrations, targeted therapies elicit heterogeneous responses. Sources of variability are critical to targeted therapy drug development, yet there exists no method to discern their relative contribution to response heterogeneity. EXPERIMENTAL APPROACH We use HER2-amplified breast cancer and two agents, neratinib and lapatinib, to develop a platform for dissecting sources of variability in patient response. The platform comprises four components: pharmacokinetics, tumor burden and growth kinetics, clonal composition, and sensitivity to treatment. Pharmacokinetics are simulated using population models to capture variable systemic exposure. Tumor burden and growth kinetics are derived from clinical data comprising over 800,000 women. The fraction of sensitive and resistant tumor cells is informed by HER2 immunohistochemistry. Growth rate-corrected drug potency is used to predict response. We integrate these factors and simulate clinical outcomes for virtual patients. The relative contribution of these factors to response heterogeneity are compared. KEY RESULTS The platform was verified with clinical data, including response rate and progression-free survival (PFS). For both neratinib and lapatinib, the growth rate of resistant clones influenced PFS to a higher degree than systemic drug exposure. Variability in exposure at labeled doses did not significantly influence response. Sensitivity to drug strongly influenced responses to neratinib. Variability in patient HER2 immunohistochemistry scores influenced responses to lapatinib. Exploratory twice daily dosing improved PFS for neratinib but not lapatinib. CONCLUSION AND IMPLICATIONS The platform can dissect sources of variability in response to target therapy, which may facilitate decision-making during drug development.
Collapse
Affiliation(s)
- Timothy Qi
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Yanguang Cao
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
| |
Collapse
|
17
|
Faresjö R, Sehlin D, Syvänen S. Age, dose, and binding to TfR on blood cells influence brain delivery of a TfR-transported antibody. Fluids Barriers CNS 2023; 20:34. [PMID: 37170266 PMCID: PMC10173660 DOI: 10.1186/s12987-023-00435-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 04/27/2023] [Indexed: 05/13/2023] Open
Abstract
BACKGROUND Transferrin receptor 1 (TfR1) mediated brain delivery of antibodies could become important for increasing the efficacy of emerging immunotherapies in Alzheimer's disease (AD). However, age, dose, binding to TfR1 on blood cells, and pathology could influence the TfR1-mediated transcytosis of TfR1-binders across the blood-brain barrier (BBB). The aim of the study was, therefore, to investigate the impact of these factors on the brain delivery of a bispecific TfR1-transported Aβ-antibody, mAb3D6-scFv8D3, in comparison with the conventional antibody mAb3D6. METHODS Young (3-5 months) and aged (17-20 months) WT and tg-ArcSwe mice (AD model) were injected with 125I-labeled mAb3D6-scFv8D3 or mAb3D6. Three different doses were used in the study, 0.05 mg/kg (low dose), 1 mg/kg (high dose), and 10 mg/kg (therapeutic dose), with equimolar doses for mAb3D6. The dose-corrected antibody concentrations in whole blood, blood cells, plasma, spleen, and brain were evaluated at 2 h post-administration. Furthermore, isolated brains were studied by autoradiography, nuclear track emulsion, and capillary depletion to investigate the intrabrain distribution of the antibodies, while binding to blood cells was studied in vitro using blood isolated from young and aged mice. RESULTS The aged WT and tg-ArcSwe mice showed significantly lower brain concentrations of TfR-binding [125I]mAb3D6-scFv8D3 and higher concentrations in the blood cell fraction compared to young mice. For [125I]mAb3D6, no significant differences in blood or brain delivery were observed between young and aged mice or between genotypes. A low dose of [125I]mAb3D6-scFv8D3 was associated with increased relative parenchymal delivery, as well as increased blood cell distribution. Brain concentrations and relative parenchymal distribution of [125I]mAb3D6-scFv8D6 did not differ between tg-ArcSwe and WT mice at this early time point but were considerably increased compared to those observed for [125I]mAb3D6. CONCLUSION Age-dependent differences in blood and brain concentrations were observed for the bispecific antibody mAb3D6-scFv8D3 but not for the conventional Aβ antibody mAb3D6, indicating an age-related effect on TfR1-mediated brain delivery. The lowest dose of [125I]mAb3D6-scFv8D3 was associated with higher relative BBB penetration but, at the same time, a higher distribution to blood cells. Overall, Aβ-pathology did not influence the early brain distribution of the bispecific antibody. In summary, age and bispecific antibody dose were important factors determining brain delivery, while genotype was not.
Collapse
Affiliation(s)
- Rebecca Faresjö
- Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
| | - Dag Sehlin
- Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
| | - Stina Syvänen
- Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden.
| |
Collapse
|
18
|
Hammar R, Sellin ME, Artursson P. Epithelial and microbial determinants of colonic drug distribution. Eur J Pharm Sci 2023; 183:106389. [PMID: 36690119 DOI: 10.1016/j.ejps.2023.106389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 01/18/2023] [Accepted: 01/19/2023] [Indexed: 01/21/2023]
Abstract
A dynamic epithelium and a rich microbiota, separated by multi-layered mucus, make up the complex colonic cellular environment. Both cellular systems are characterized by high inter- and intraindividual differences, but their impact on drug distribution and efficacy remains incompletely understood. This research gap is pressing, as, e.g., inflammatory disorders of the colon are on the rise globally. In an effort to help close this gap, we provide considerations on determining colonic epithelial and microbial cellular parameters, and their impact on drug bioavailability. First, we cover the major cell types found in vivo within the epithelium and microbiota, and discuss how they can be modeled in vitro. We then draw attention to their structural similarities and differences with regard to determinants of drug distribution. Once a drug is solubilized in the luminal fluids, there are two main classes of such determinants: 1) binding processes, and 2) transporters and drug-metabolizing enzymes. Binding lowers the unbound intracellular fraction (fu,cell), which will, in turn, limit the amount of drug available for transport to desired sites. Transporters and drug metabolizing enzymes are ADME proteins impacting intracellular accumulation (Kp). Across cell types, we point out which processes are likely particularly impactful. Together, fu,cell and Kp can be used to describe intracellular bioavailability (Fic), which is a measure of local drug distribution, with consequences for efficacy. Determining these cellular parameters will be beneficial in understanding colonic drug distribution and will advance the field of drug delivery.
Collapse
Affiliation(s)
- Rebekkah Hammar
- Department of Pharmacy, Uppsala University, Husargatan 3, 751 23 Uppsala, Sweden
| | - Mikael E Sellin
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Husargatan 3, 751 23 Uppsala, Sweden
| | - Per Artursson
- Department of Pharmacy, Uppsala University, Husargatan 3, 751 23 Uppsala, Sweden.
| |
Collapse
|
19
|
Schulz JA, Stresser DM, Kalvass JC. Plasma Protein-Mediated Uptake and Contradictions to the Free Drug Hypothesis: A Critical Review. Drug Metab Rev 2023:1-34. [PMID: 36971325 DOI: 10.1080/03602532.2023.2195133] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
Abstract
According to the free drug hypothesis (FDH), only free, unbound drug is available to interact with biological targets. This hypothesis is the fundamental principle that continues to explain the vast majority of all pharmacokinetic and pharmacodynamic processes. Under the FDH, the free drug concentration at the target site is considered the driver of pharmacodynamic activity and pharmacokinetic processes. However, deviations from the FDH are observed in hepatic uptake and clearance predictions, where observed unbound intrinsic hepatic clearance (CLint,u) is larger than expected. Such deviations are commonly observed when plasma proteins are present and form the basis of the so-called plasma protein-mediated uptake effect (PMUE). This review will discuss the basis of plasma protein binding as it pertains to hepatic clearance based on the FDH, as well as several hypotheses that may explain the underlying mechanisms of PMUE. Notably, some, but not all, potential mechanisms remained aligned with the FDH. Finally, we will outline possible experimental strategies to elucidate PMUE mechanisms. Understanding the mechanisms of PMUE and its potential contribution to clearance underprediction is vital to improving the drug development process.
Collapse
|
20
|
Dzedulionytė K, Fuxreiter N, Schreiber-Brynzak E, Žukauskaitė A, Šačkus A, Pichler V, Arbačiauskienė E. Pyrazole-based lamellarin O analogues: synthesis, biological evaluation and structure-activity relationships. RSC Adv 2023; 13:7897-7912. [PMID: 36909769 PMCID: PMC9999251 DOI: 10.1039/d3ra00972f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 03/01/2023] [Indexed: 03/12/2023] Open
Abstract
A library of pyrazole-based lamellarin O analogues was synthesized from easily accessible 3(5)-aryl-1H-pyrazole-5(3)-carboxylates which were subsequently modified by bromination, N-alkylation and Pd-catalysed Suzuki cross-coupling reactions. Synthesized ethyl and methyl 3,4-diaryl-1-(2-aryl-2-oxoethyl)-1H-pyrazole-5-carboxylates were evaluated for their physicochemical property profiles and in vitro cytotoxicity against three human colorectal cancer cell lines HCT116, HT29, and SW480. The most active compounds inhibited cell proliferation in a low micromolar range. Selected ethyl 3,4-diaryl-1-(2-aryl-2-oxoethyl)-1H-pyrazole-5-carboxylates were further investigated for their mode of action. Results of combined viability staining via Calcein AM/Hoechst/PI and fluorescence-activated cell sorting data indicated that cell death was triggered in a non-necrotic manner mediated by mainly G2/M-phase arrest.
Collapse
Affiliation(s)
- Karolina Dzedulionytė
- Department of Organic Chemistry, Faculty of Chemical Technology, Kaunas University of Technology Radvilėnų pl. 19 LT-50254 Kaunas Lithuania
| | - Nina Fuxreiter
- Department of Pharmaceutical Sciences, Division of Pharmaceutical Chemistry, Faculty of Life Sciences, University of Vienna Althanstraße 14 1090 Vienna Austria
| | - Ekaterina Schreiber-Brynzak
- Department of Pharmaceutical Sciences, Division of Pharmaceutical Chemistry, Faculty of Life Sciences, University of Vienna Althanstraße 14 1090 Vienna Austria
| | - Asta Žukauskaitė
- Department of Chemical Biology, Faculty of Science, Palacký University Šlechtitelů 27 CZ-78371 Olomouc Czech Republic
| | - Algirdas Šačkus
- Department of Organic Chemistry, Faculty of Chemical Technology, Kaunas University of Technology Radvilėnų pl. 19 LT-50254 Kaunas Lithuania .,Institute of Synthetic Chemistry, Faculty of Chemical Technology, Kaunas University of Technology K. Baršausko g. 59 LT-51423 Kaunas Lithuania
| | - Verena Pichler
- Department of Pharmaceutical Sciences, Division of Pharmaceutical Chemistry, Faculty of Life Sciences, University of Vienna Althanstraße 14 1090 Vienna Austria
| | - Eglė Arbačiauskienė
- Department of Organic Chemistry, Faculty of Chemical Technology, Kaunas University of Technology Radvilėnų pl. 19 LT-50254 Kaunas Lithuania
| |
Collapse
|
21
|
Yan Z, Ma L, Huang J, Carione P, Kenny JR, Hop CECA, Wright M. New Methodology for Determining Plasma Protein Binding Kinetics Using an Enzyme Reporter Assay Coupling with High-Resolution Mass Spectrometry. Anal Chem 2023; 95:4086-4094. [PMID: 36791153 DOI: 10.1021/acs.analchem.2c04864] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
Abstract
Determination of drug binding kinetics in plasma is important yet extremely challenging. Accordingly, we introduce "dynamic free fraction" as a new binding parameter describing drug-protein binding kinetics. We demonstrate theoretically and experimentally that the dynamic free fraction can be determined by coupling the drug binding assay with a reporter enzyme in combination with high-resolution mass spectrometry measuring the relative initial steady-state rates of enzymatic reactions in the absence and presence of matrix proteins. This novel and simple methodology circumvents a long-standing challenge inherent in existing methods for determining binding kinetics constants, such as kon and koff, and enables assessment of the impact of protein binding kinetics on pharmaceutical properties of drugs. As demonstrated with nine model drugs, the predicted liver extraction ratio, a measure of efficiency of drug removal by the liver, correlates significantly better to the observed extraction ratio when using the dynamic free fraction (fD) in place of the unbound fraction (fu) of the drug in plasma. Similarly, the in vivo hepatic clearance of these drugs, a measure of liver drug elimination, is highly comparable to the clearance values calculated with the dynamic free fraction (fD), which is markedly better than those calculated with the unbound fraction (fu). In contrast to the prevailing view, these results indicate that protein binding kinetics is an important pharmacokinetic property of a drug. As plasma protein binding is one of the most important drug properties, this new methodology may represent a breakthrough and could have a real impact on the field.
Collapse
Affiliation(s)
- Zhengyin Yan
- Department of Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California 94080, United States
| | - Li Ma
- Department of Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California 94080, United States
| | - Julie Huang
- Department of Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California 94080, United States
| | - Pasquale Carione
- Department of Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California 94080, United States
| | - Jane R Kenny
- Department of Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California 94080, United States
| | - Cornelis E C A Hop
- Department of Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California 94080, United States
| | - Matthew Wright
- Department of Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California 94080, United States
| |
Collapse
|
22
|
Qiu F, Dziegielewska KM, Huang Y, Habgood MD, Fitzpatrick G, Saunders NR. Developmental changes in the extent of drug binding to rat plasma proteins. Sci Rep 2023; 13:1266. [PMID: 36690711 PMCID: PMC9870879 DOI: 10.1038/s41598-023-28434-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 01/18/2023] [Indexed: 01/24/2023] Open
Abstract
Binding of therapeutics to proteins in blood plasma is important in influencing their distribution as it is their free (unbound) form that is able to cross cellular membranes to enter tissues and exert their actions. The concentration and composition of plasma proteins vary during pregnancy and development, resulting in potential changes to drug protein binding. Here, we describe an ultrafiltration method to investigate the extent of protein binding of six drugs (digoxin, paracetamol, olanzapine, ivacaftor, valproate and lamotrigine) and two water soluble inert markers (sucrose and glycerol) to plasma proteins from pregnant and developing rats. Results showed that the free fraction of most drugs was lower in the non-pregnant adult plasma where protein concentration is the highest. However, plasma of equivalent protein concentration to younger pups obtained by diluting adult plasma did not always exhibit the same extent of drug binding, reinforcing the likelihood that both concentration and composition of proteins in plasma influence drug binding. Comparison between protein binding and brain drug accumulation in vivo revealed a correlation for some drugs, but not others. Results suggests that plasma protein concentration should be considered when using medications in pregnant and paediatric patients to minimise potential for fetal and neonatal drug exposure.
Collapse
Affiliation(s)
- Fiona Qiu
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | | | - Yifan Huang
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Mark D Habgood
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Georgia Fitzpatrick
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Norman R Saunders
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia.
| |
Collapse
|
23
|
Owczarzy A, Rogóż W, Kulig K, Pożycka J, Zięba A, Maciążek-Jurczyk M. Spectroscopic Studies of Quinobenzothiazine Derivative in Terms of the In Vitro Interaction with Selected Human Plasma Proteins: Part 2. MOLECULES (BASEL, SWITZERLAND) 2023; 28:molecules28020698. [PMID: 36677755 PMCID: PMC9865466 DOI: 10.3390/molecules28020698] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 12/14/2022] [Accepted: 01/05/2023] [Indexed: 01/12/2023]
Abstract
Synthesis of anticancer substances and studying their binding abilities towards human serum proteins as carriers are important parts of pharmaceutical and medical sciences development. The presented work is a continuation of studies of quinobenzothiazine derivatives binding with serum proteins. The main aim of this work was a spectroscopic analysis of second from benzothiazinium derivatives salt, 9-fluoro-5-alkyl-12(H)-quino [3,4-b][1,4]benzothiazinium chloride (Salt2), its interaction with carrier proteins, i.e., human serum albumin (HSA), α1-acid glycoprotein (AGP), human gamma globulin (HGG), and the study of protein secondary and tertiary structure changes using spectroscopic techniques (spectrofluorescence, UV-Vis and circular dichroism CD spectroscopy). In order to mimic in vivo conditions, control normal serum (CNS) was used. Using the Klotz method, both binding constants (Ka [M-1]) and the number of binding classes (n) were calculated. In addition, the percentage of displacement of binding site markers from HSA and AGP molecules has been defined. Based on the obtained data, it can be concluded that the main binding protein for Salt2 is AGP. HSA and HGG are also involved in the distribution of the studied substance in the bloodstream. Moreover, Salt2 very slightly interacts with CNS, which can cause strong therapeutic as well as toxic effects. The analysis of CD spectra confirms that there are no changes in the secondary structure of the main binding proteins in the presence of Salt2.
Collapse
Affiliation(s)
- Aleksandra Owczarzy
- Department of Physical Pharmacy, Faculty of Pharmaceutical Sciences in Sosnowiec, Medical University of Silesia, 40-055 Katowice, Poland
| | - Wojciech Rogóż
- Department of Physical Pharmacy, Faculty of Pharmaceutical Sciences in Sosnowiec, Medical University of Silesia, 40-055 Katowice, Poland
| | - Karolina Kulig
- Department of Physical Pharmacy, Faculty of Pharmaceutical Sciences in Sosnowiec, Medical University of Silesia, 40-055 Katowice, Poland
| | - Jadwiga Pożycka
- Department of Physical Pharmacy, Faculty of Pharmaceutical Sciences in Sosnowiec, Medical University of Silesia, 40-055 Katowice, Poland
| | - Andrzej Zięba
- Department of Organic Chemistry, Faculty of Pharmaceutical Sciences in Sosnowiec, Medical University of Silesia, 40-055 Katowice, Poland
| | - Małgorzata Maciążek-Jurczyk
- Department of Physical Pharmacy, Faculty of Pharmaceutical Sciences in Sosnowiec, Medical University of Silesia, 40-055 Katowice, Poland
- Correspondence: ; Tel.: +48-32-364-1582
| |
Collapse
|
24
|
Yamazaki S, Evers R, De Zwart L. Physiologically-based pharmacokinetic modeling for primary metabolites of CYP3A and P-glycoprotein inhibitors in drug-drug interactions: Should we assume the free drug hypothesis? CPT Pharmacometrics Syst Pharmacol 2022; 12:8-12. [PMID: 36369633 PMCID: PMC9835114 DOI: 10.1002/psp4.12879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 09/25/2022] [Accepted: 10/16/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
- Shinji Yamazaki
- Drug Metabolism & PharmacokineticsJanssen Research & Development, LLCSan DiegoCaliforniaUSA
| | - Raymond Evers
- Drug Metabolism & PharmacokineticsJanssen Research & Development, LLCSpring HousePennsylvaniaUSA
| | - Loeckie De Zwart
- Drug Metabolism & PharmacokineticsJanssen Research & DevelopmentBeerseBelgium
| |
Collapse
|
25
|
Modeling Blood–Brain Barrier Permeability to Solutes and Drugs In Vivo. Pharmaceutics 2022; 14:pharmaceutics14081696. [PMID: 36015323 PMCID: PMC9414534 DOI: 10.3390/pharmaceutics14081696] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 08/04/2022] [Accepted: 08/10/2022] [Indexed: 11/29/2022] Open
Abstract
Our understanding of the pharmacokinetic principles governing the uptake of endogenous substances, xenobiotics, and biologicals across the blood–brain barrier (BBB) has advanced significantly over the past few decades. There is now a spectrum of experimental techniques available in experimental animals and humans which, together with pharmacokinetic models of low to high complexity, can be applied to describe the transport processes at the BBB of low molecular weight agents and macromolecules. This review provides an overview of the models in current use, from initial rate uptake studies over compartmental models to physiologically based models and points out the advantages and shortcomings associated with the different methods. A comprehensive pharmacokinetic profile of a compound with respect to brain exposure requires the knowledge of BBB uptake clearance, intra-brain distribution, and extent of equilibration across the BBB. The application of proper pharmacokinetic analysis and suitable models is a requirement not only in the drug development process, but in all of the studies where the brain uptake of drugs or markers is used to make statements about the function or integrity of the BBB.
Collapse
|
26
|
Beaumont K, Pike A, Davies M, Savoca A, Vasalou C, Harlfinger S, Ramsden D, Ferguson D, Hariparsad N, Jones O, McGinnity D. ADME and DMPK considerations for the discovery and development of antibody drug conjugates (ADCs). Xenobiotica 2022; 52:770-785. [PMID: 36314242 DOI: 10.1080/00498254.2022.2141667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The therapeutic concept of antibody drug conjugates (ADCs) is to selectively target tumour cells with small molecule cytotoxic drugs to maximise cell kill benefit and minimise healthy tissue toxicity.An ADC generally consists of an antibody that targets a protein on the surface of tumour cells chemically linked to a warhead small molecule cytotoxic drug.To deliver the warhead to the tumour cell, the antibody must bind to the target protein and in general be internalised into the cell. Following internalisation, the cytotoxic agent can be released in the endosomal or lysosomal compartment (via different mechanisms). Diffusion or transport out of the endosome or lysosome allows the cytotoxic drug to express its cell-killing pharmacology. Alternatively, some ADCs (e.g. EDB-ADCs) rely on extracellular cleavage releasing membrane permeable warheads.One potentially important aspect of the ADC mechanism is the 'bystander effect' whereby the cytotoxic drug released in the targeted cell can diffuse out of that cell and into other (non-target expressing) tumour cells to exert its cytotoxic effect. This is important as solid tumours tend to be heterogeneous and not all cells in a tumour will express the targeted protein.The combination of large and small molecule aspects in an ADC poses significant challenges to the disposition scientist in describing the ADME properties of the entire molecule.This article will review the ADC landscape and the ADME properties of successful ADCs, with the aim of outlining best practice and providing a perspective of how the field can further facilitate the discovery and development of these important therapeutic modalities.
Collapse
Affiliation(s)
- Kevin Beaumont
- Drug Metabolism and Pharmacokinetics, Early Oncology Research and Development, Cambridge, UK
| | - Andy Pike
- Drug Metabolism and Pharmacokinetics, Early Oncology Research and Development, Cambridge, UK
| | - Michael Davies
- Drug Metabolism and Pharmacokinetics, Early Oncology Research and Development, Cambridge, UK
| | - Adriana Savoca
- Drug Metabolism and Pharmacokinetics, Early Oncology Research and Development, Cambridge, UK
| | - Christina Vasalou
- Drug Metabolism and Pharmacokinetics, Early Oncology Research and Development, AstraZeneca, Boston, MA, USA
| | - Steffi Harlfinger
- Drug Metabolism and Pharmacokinetics, Early Oncology Research and Development, Cambridge, UK
| | - Diane Ramsden
- Drug Metabolism and Pharmacokinetics, Early Oncology Research and Development, AstraZeneca, Boston, MA, USA
| | - Douglas Ferguson
- Drug Metabolism and Pharmacokinetics, Early Oncology Research and Development, AstraZeneca, Boston, MA, USA
| | - Niresh Hariparsad
- Drug Metabolism and Pharmacokinetics, Early Oncology Research and Development, AstraZeneca, Boston, MA, USA
| | - Owen Jones
- Drug Metabolism and Pharmacokinetics, Early Oncology Research and Development, Cambridge, UK
| | - Dermot McGinnity
- Drug Metabolism and Pharmacokinetics, Early Oncology Research and Development, Cambridge, UK
| |
Collapse
|
27
|
Walz AC, Van De Vyver AJ, Yu L, Birtwistle MR, Krogan NJ, Bouhaddou M. Leveraging modeling and simulation to optimize the therapeutic window for epigenetic modifier drugs. Pharmacol Ther 2022; 235:108162. [PMID: 35189161 PMCID: PMC9292061 DOI: 10.1016/j.pharmthera.2022.108162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 02/15/2022] [Accepted: 02/16/2022] [Indexed: 02/01/2023]
Abstract
Dysregulated epigenetic processes can lead to altered gene expression and give rise to malignant transformation and tumorigenesis. Epigenetic drugs aim to revert the phenotype of cancer cells to normally functioning cells, and are developed and applied to treat both hematological and solid cancers. Despite this promising therapeutic avenue, the successful development of epigenetic modulators has been challenging. We argue that besides identifying the right responder patient population, the selection of an optimized dosing regimen is equally important. For the majority of epigenetic modulators, hematological adverse effects such as thrombocytopenia, anemia or neutropenia are frequently observed and may limit their therapeutic potential. Therefore, one of the key challenges is to identify a dosing regimen that maximizes drug efficacy and minimizes toxicity. This requires a good understanding of the quantitative relationship between the administered dose, the drug exposure and the magnitude and duration of drug response related to safety and efficacy. With case examples, we highlight how modeling and simulation has been successfully applied to address those questions. As an outlook, we suggest the combination of efficacy and safety prediction models that capture the quantitative, mechanistic relationships governing the balance between their safety and efficacy dynamics. A stepwise approach for its implementation is presented. Utilizing in silico explorations, the impact of dosing regimen on the therapeutic window can be explored. This will serve as a basis to select the most promising dosing regimen that maximizes efficacy while minimizing adverse effects and to increase the probability of success for the given epigenetic drug.
Collapse
Affiliation(s)
- Antje-Christine Walz
- Roche Pharma Research & Early Development, Pharmaceutical Sciences, Roche Innovation Center Basel, Grenzacherstrasse 124, CH-4070, Basel, Switzerland,Corresponding author: , F. Hoffmann-La Roche Ltd., Pharma Research & Early Development, Grenzacherstrasse 124, CH-4070 Basel, Switzerland. Mobile: +41 79 865 89 28
| | - Arthur J. Van De Vyver
- Roche Pharma Research & Early Development, Pharmaceutical Sciences, Roche Innovation Center Basel, Grenzacherstrasse 124, CH-4070, Basel, Switzerland
| | - Li Yu
- LIYU Pharmaceutical Consulting LLC, Department of Bioengineering, Clemson University, Clemson, SC, 29631, USA
| | - Marc R. Birtwistle
- Department of Chemical and Biomolecular Engineering, Department of Bioengineering, Clemson University, Clemson, SC, 29631, USA
| | - Nevan J. Krogan
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco,CA, 94158, USA,Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA 94158, USA,J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Mehdi Bouhaddou
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco,CA, 94158, USA,Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA 94158, USA,J. David Gladstone Institutes, San Francisco, CA 94158, USA
| |
Collapse
|
28
|
Vogelbaum MA, Li G, Heimberger AB, Lang FF, Fueyo J, Gomez-Manzano C, Sanai N. A Window of Opportunity to Overcome Therapeutic Failure in Neuro-Oncology. Am Soc Clin Oncol Educ Book 2022; 42:1-8. [PMID: 35580289 DOI: 10.1200/edbk_349175] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Glioblastoma is the most common primary malignant brain neoplasm and it remains one of the most difficult-to-treat human cancers despite decades of discovery and translational and clinical research. Many advances have been made in our understanding of the genetics and epigenetics of gliomas in general; yet, there remains an urgent need to develop novel agents that will improve the survival of patients with this deadly disease. What sets glioblastoma apart from all other cancers is that it develops and spreads within an organ that renders tumor cells inaccessible to most systemically administered agents because of the presence of the blood-brain barrier. Inadequate drug penetration into the central nervous system is often cited as the most common cause of trial failure in neuro-oncology, and even so-called brain-penetrant therapeutics may not reach biologically relevant concentrations in tumor cells. Evaluation of the pharmacokinetics and pharmacodynamics of a novel therapy is a cornerstone of drug development, but few trials for glioma therapeutics have incorporated these basic elements in an organ-specific manner. Window-of-opportunity clinical trial designs can provide early insight into the biological plausibility of a novel therapeutic strategy in the clinical setting. A variety of window-of-opportunity trial designs, which take into account the limited access to treated tissue and the challenges with obtaining pretreatment control tissues, have been used for the initial development of traditional and targeted small-molecule drugs and biologic therapies, including immunotherapies and oncolytic viral therapies. Early-stage development of glioma therapeutics should include a window-of-opportunity component whenever feasible.
Collapse
Affiliation(s)
- Michael A Vogelbaum
- Department of NeuroOncology and NeuroOncology Program, Moffitt Cancer Center, Tampa, FL
| | - Gongbo Li
- Department of Neurosurgery, Northwestern University School of Medicine, Chicago, IL
| | - Amy B Heimberger
- Department of Neurosurgery, Northwestern University School of Medicine, Chicago, IL
| | - Frederick F Lang
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Juan Fueyo
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Nader Sanai
- Department of Neurosurgery, Barrow Neurologic Institute, Phoenix, AZ
| |
Collapse
|