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Ebert A, Dahley C. Can membrane permeability of zwitterionic compounds be predicted by the solubility-diffusion model? Eur J Pharm Sci 2024; 199:106819. [PMID: 38815700 DOI: 10.1016/j.ejps.2024.106819] [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: 02/22/2024] [Revised: 04/23/2024] [Accepted: 05/27/2024] [Indexed: 06/01/2024]
Abstract
Zwitterions contain both positively and negatively charged functional groups, resulting in an overall net neutral charge. Nevertheless, the membrane permeability of the zwitterionic form of a compound is assumed to be much lower than the permeability of the uncharged neutral form. Although a significant proportion of pharmaceuticals are zwitterionic, it has not been clear so far whether their permeability is dominated by the permeation of the zwitterionic or the neutral form, since neutral fractions are often quite low as compared to the zwitterionic fraction. This complicates the in silico prediction of the permeability of zwitterionic compounds. In this work, we re-evaluated existing in vitro permeability data from literature measured with Caco-2/MDCK cell assays, using more strict exclusion criteria for effects like diffusion limitation by the aqueous boundary layers, paracellular transport, active transport and retention. Using this re-evaluated data set, we show that extracted intrinsic permeabilities of the neutral fraction are well predicted by the solubility-diffusion model (RMSE = 1.21; n = 18) if the permeability of the zwitterionic species is assumed negligible. Our work thus suggests that only the neutral species is relevant for the membrane permeability of zwitterionic compounds, and that membrane permeability of zwitterionic compounds is indeed predictable by the solubility-diffusion model.
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Affiliation(s)
- Andrea Ebert
- Department of Computational Biology & Chemistry, Helmholtz Centre for Environmental Research (UFZ), Permoserstraße 15, 04318 Leipzig, Germany.
| | - Carolin Dahley
- Department of Computational Biology & Chemistry, Helmholtz Centre for Environmental Research (UFZ), Permoserstraße 15, 04318 Leipzig, Germany
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2
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Möbitz H, Dittrich B, Rodde S, Strang R. Nonclassical Zwitterions as a Design Principle to Reduce Lipophilicity without Impacting Permeability. J Med Chem 2024; 67:9485-9494. [PMID: 38747896 PMCID: PMC11292855 DOI: 10.1021/acs.jmedchem.4c00596] [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: 03/12/2024] [Revised: 04/19/2024] [Accepted: 04/23/2024] [Indexed: 05/22/2024]
Abstract
The ionization of bioactive molecules impacts many ADME-relevant physicochemical properties, in particular, solubility, lipophilicity, and permeability. Ampholytes contain both acidic and basic groups and are distinguished as ordinary ampholytes and zwitterions. An influential review states that zwitterions only exist if the acidic pKa is significantly lower than the basic pKa. Through concordance of measured and calculated pKa and log P, we show that the zwitterionic behavior of several marketed drugs and natural products occurs despite a low or negative ΔpKa. These nonclassical zwitterions are characterized by a weak acidic and basic pKa and conjugation through an extended aromatic system, often including pseudorings via intramolecular hydrogen bonds. In contrast to most classical zwitterions, nonclassical zwitterions can exhibit excellent permeability. As permeability and lipophilicity are typically correlated, the combination of low lipophilicity and high permeability makes nonclassical zwitterions an attractive design principle in medicinal chemistry.
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Affiliation(s)
- Henrik Möbitz
- Novartis BioMedical Research, 4002 Basel, Switzerland
| | | | | | - Ross Strang
- Novartis BioMedical Research, 4002 Basel, Switzerland
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3
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Ebert A, Dahley C, Goss KU. Pitfalls in evaluating permeability experiments with Caco-2/MDCK cell monolayers. Eur J Pharm Sci 2024; 194:106699. [PMID: 38232636 DOI: 10.1016/j.ejps.2024.106699] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 01/05/2024] [Accepted: 01/08/2024] [Indexed: 01/19/2024]
Abstract
When studying the transport of molecules across biological membranes, intrinsic membrane permeability (P0) is more informative than apparent permeability (Papp), because it eliminates external (setup-specific) factors, provides consistency across experiments and mechanistic insight. It is thus an important building block for modeling the total permeability in any given scenario. However, extracting P0 is often difficult, if not impossible, when the membrane is not the dominant transport resistance. In this work, we set out to analyze Papp values measured with Caco-2/MDCK cell monolayers of 69 literature references. We checked the Papp values for a total of 318 different compounds for the extractability of P0, considering possible limitations by aqueous boundary layers, paracellular transport, recovery issues, active transport, a possible proton flux limitation, and sink conditions. Overall, we were able to extract 77 reliable P0 values, which corresponds to about one quarter of the total compounds analyzed, while about half were limited by the diffusion through the aqueous layers. Compared to an existing data set of P0 values published by Avdeef, our approach resulted in a much higher exclusion of compounds. This is a consequence of stricter compound- and reference-specific exclusion criteria, but also because we considered possible concentration-shift effects due to different pH values in the aqueous layers, an effect only recently described in literature. We thus provide a consistent and reliable set of P0, e.g. as a basis for future modeling.
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Affiliation(s)
- Andrea Ebert
- Department of Analytical Environmental Chemistry, Helmholtz Centre for Environmental Research (UFZ), Permoserstraße 15, Leipzig 04318, Federal Republic of Germany.
| | - Carolin Dahley
- Department of Analytical Environmental Chemistry, Helmholtz Centre for Environmental Research (UFZ), Permoserstraße 15, Leipzig 04318, Federal Republic of Germany
| | - Kai-Uwe Goss
- Department of Analytical Environmental Chemistry, Helmholtz Centre for Environmental Research (UFZ), Permoserstraße 15, Leipzig 04318, Federal Republic of Germany; Institute of Chemistry, University of Halle-Wittenberg, Kurt-Mothes-Straße 2, Halle 06120, Federal Republic of Germany
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4
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Coba-Males MA, Lavecchia MJ, Alcívar-León CD, Santamaría-Aguirre J. Novel Fluoroquinolones with Possible Antibacterial Activity in Gram-Negative Resistant Pathogens: In Silico Drug Discovery. Molecules 2023; 28:6929. [PMID: 37836772 PMCID: PMC10574177 DOI: 10.3390/molecules28196929] [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: 04/10/2023] [Revised: 05/13/2023] [Accepted: 05/19/2023] [Indexed: 10/15/2023] Open
Abstract
Antibiotic resistance is a global threat to public health, and the search for new antibacterial therapies is a current research priority. The aim of this in silico study was to test nine new fluoroquinolones previously designed with potential leishmanicidal activity against Campylobacter jejuni, Escherichia coli, Neisseria gonorrhoeae, Pseudomonas aeruginosa, and Salmonella typhi, all of which are considered by the World Health Organization to resistant pathogens of global concern, through molecular docking and molecular dynamics (MD) simulations using wild-type (WT) and mutant-type (MT) DNA gyrases as biological targets. Our results showed that compound 9FQ had the best binding energy with the active site of E. coli in both molecular docking and molecular dynamics simulations. Compound 9FQ interacted with residues of quinolone resistance-determining region (QRDR) in GyrA and GyrB chains, which are important to enzyme activity and through which it could block DNA replication. In addition to compound 9FQ, compound 1FQ also showed a good affinity for DNA gyrase. Thus, these newly designed molecules could have antibacterial activity against Gram-negative microorganisms. These findings represent a promising starting point for further investigation through in vitro assays, which can validate the hypothesis and potentially facilitate the development of novel antibiotic drugs.
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Affiliation(s)
- Manuel Alejandro Coba-Males
- Grupo de Investigación en Biodiversidad, Zoonosis y Salud Pública (GIBCIZ), Instituto de Salud Pública y Zoonosis (CIZ), Facultad de Ciencias Químicas (FCQ), Universidad Central del Ecuador, Quito 170521, Ecuador
| | - Martin J. Lavecchia
- CEQUINOR (UNLP-CONICET, CCT-La Plata, Associated with CICBA), Universidad Nacional de La Plata, La Plata 1900, Argentina;
| | | | - Javier Santamaría-Aguirre
- Grupo de Investigación en Biodiversidad, Zoonosis y Salud Pública (GIBCIZ), Instituto de Salud Pública y Zoonosis (CIZ), Facultad de Ciencias Químicas (FCQ), Universidad Central del Ecuador, Quito 170521, Ecuador
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5
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Peukert C, Vetter AC, Fuchs HLS, Harmrolfs K, Karge B, Stadler M, Brönstrup M. Siderophore conjugation with cleavable linkers boosts the potency of RNA polymerase inhibitors against multidrug-resistant E. coli. Chem Sci 2023; 14:5490-5502. [PMID: 37234900 PMCID: PMC10208051 DOI: 10.1039/d2sc06850h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 04/25/2023] [Indexed: 05/28/2023] Open
Abstract
The growing antibiotic resistance, foremost in Gram-negative bacteria, requires novel therapeutic approaches. We aimed to enhance the potency of well-established antibiotics targeting the RNA polymerase (RNAP) by utilizing the microbial iron transport machinery to improve drug translocation across their cell membrane. As covalent modifications resulted in moderate-low antibiotic activity, cleavable linkers were designed that permit a release of the antibiotic payload inside the bacteria and unperturbed target binding. A panel of ten cleavable siderophore-ciprofloxacin conjugates with systematic variation at the chelator and the linker moiety was used to identify the quinone trimethyl lock in conjugates 8 and 12 as the superior linker system, displaying minimal inhibitory concentrations (MICs) of ≤1 μM. Then, rifamycins, sorangicin A and corallopyronin A, representatives of three structurally and mechanistically different natural product RNAP inhibitor classes, were conjugated via the quinone linker to hexadentate hydroxamate and catecholate siderophores in 15-19 synthetic steps. MIC assays revealed an up to 32-fold increase in antibiotic activity against multidrug-resistant E. coli for conjugates such as 24 or 29 compared to free rifamycin. Experiments with knockout mutants in the transport system showed that translocation and antibiotic effects were conferred by several outer membrane receptors, whose coupling to the TonB protein was essential for activity. A functional release mechanism was demonstrated analytically by enzyme assays in vitro, and a combination of subcellular fractionation and quantitative mass spectrometry proved cellular uptake of the conjugate, release of the antibiotic, and its increased accumulation in the cytosol of bacteria. The study demonstrates how the potency of existing antibiotics against resistant Gram-negative pathogens can be boosted by adding functions for active transport and intracellular release.
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Affiliation(s)
- Carsten Peukert
- Department of Chemical Biology, Helmholtz Centre for Infection Research Inhoffenstraße 7 38124 Braunschweig Germany
| | - Anna C Vetter
- Department of Chemical Biology, Helmholtz Centre for Infection Research Inhoffenstraße 7 38124 Braunschweig Germany
| | - Hazel L S Fuchs
- Department of Chemical Biology, Helmholtz Centre for Infection Research Inhoffenstraße 7 38124 Braunschweig Germany
| | - Kirsten Harmrolfs
- Department of Chemical Biology, Helmholtz Centre for Infection Research Inhoffenstraße 7 38124 Braunschweig Germany
| | - Bianka Karge
- Department of Chemical Biology, Helmholtz Centre for Infection Research Inhoffenstraße 7 38124 Braunschweig Germany
| | - Marc Stadler
- Department of Microbial Drugs, Helmholtz Centre for Infection Research Inhoffenstraße 7 38124 Braunschweig Germany
- German Center for Infection Research (DZIF) Site Hannover-Braunschweig, Inhoffenstraße 7 38124 Braunschweig Germany
- Institute of Microbiology, Technische Universität Braunschweig Spielmannstraße 7 38106 Braunschweig Germany
| | - Mark Brönstrup
- Department of Chemical Biology, Helmholtz Centre for Infection Research Inhoffenstraße 7 38124 Braunschweig Germany
- German Center for Infection Research (DZIF) Site Hannover-Braunschweig, Inhoffenstraße 7 38124 Braunschweig Germany
- Institute for Organic Chemistry (IOC), Leibniz Universität Hannover Schneiderberg 1B 30167 Hannover Germany
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6
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Solid-State Formation of a Potential Melphalan Delivery Nanosystem Based on β-Cyclodextrin and Silver Nanoparticles. Int J Mol Sci 2023; 24:ijms24043990. [PMID: 36835401 PMCID: PMC9964812 DOI: 10.3390/ijms24043990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/05/2023] [Accepted: 02/08/2023] [Indexed: 02/18/2023] Open
Abstract
Melphalan (Mel) is an antineoplastic widely used in cancer and other diseases. Its low solubility, rapid hydrolysis, and non-specificity limit its therapeutic performance. To overcome these disadvantages, Mel was included in β-cyclodextrin (βCD), which is a macromolecule that increases its aqueous solubility and stability, among other properties. Additionally, the βCD-Mel complex has been used as a substrate to deposit silver nanoparticles (AgNPs) through magnetron sputtering, forming the βCD-Mel-AgNPs crystalline system. Different techniques showed that the complex (stoichiometric ratio 1:1) has a loading capacity of 27%, an association constant of 625 M-1, and a degree of solubilization of 0.034. Added to this, Mel is partially included, exposing the NH2 and COOH groups that stabilize AgNPs in the solid state, with an average size of 15 ± 3 nm. Its dissolution results in a colloidal solution of AgNPs covered by multiple layers of the βCD-Mel complex, with a hydrodynamic diameter of 116 nm, a PDI of 0.4, and a surface charge of 19 mV. The in vitro permeability assays show that the effective permeability of Mel increased using βCD and AgNPs. This novel nanosystem based on βCD and AgNPs is a promising candidate as a Mel nanocarrier for cancer therapy.
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7
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Azman M, Sabri AH, Anjani QK, Mustaffa MF, Hamid KA. Intestinal Absorption Study: Challenges and Absorption Enhancement Strategies in Improving Oral Drug Delivery. Pharmaceuticals (Basel) 2022; 15:ph15080975. [PMID: 36015123 PMCID: PMC9412385 DOI: 10.3390/ph15080975] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 07/28/2022] [Accepted: 07/31/2022] [Indexed: 11/16/2022] Open
Abstract
The oral route is the most common and practical means of drug administration, particularly from a patient’s perspective. However, the pharmacokinetic profile of oral drugs depends on the rate of drug absorption through the intestinal wall before entering the systemic circulation. However, the enteric epithelium represents one of the major limiting steps for drug absorption, due to the presence of efflux transporters on the intestinal membrane, mucous layer, enzymatic degradation, and the existence of tight junctions along the intestinal linings. These challenges are more noticeable for hydrophilic drugs, high molecular weight drugs, and drugs that are substrates of the efflux transporters. Another challenge faced by oral drug delivery is the presence of first-pass hepatic metabolism that can result in reduced drug bioavailability. Over the years, a wide range of compounds have been investigated for their permeation-enhancing effect in order to circumvent these challenges. There is also a growing interest in developing nanocarrier-based formulation strategies to enhance the drug absorption. Therefore, this review aims to provide an overview of the challenges faced by oral drug delivery and selected strategies to enhance the oral drug absorption, including the application of absorption enhancers and nanocarrier-based formulations based on in vitro, in vivo, and in situ studies.
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Affiliation(s)
- Maisarah Azman
- Department of Pharmaceutics, Faculty of Pharmacy, Universiti Teknologi MARA Cawangan Selangor, Puncak Alam 42300, Selangor, Malaysia
| | - Akmal H. Sabri
- Medical Biology Centre, School of Pharmacy, Queen’s University Belfast, 97 Lisburn Road, Belfast BT9 7BL, UK
| | - Qonita Kurnia Anjani
- Medical Biology Centre, School of Pharmacy, Queen’s University Belfast, 97 Lisburn Road, Belfast BT9 7BL, UK
- Fakultas Farmasi, Universitas Megarezky, Jl. Antang Raya No. 43, Makassar 90234, Indonesia
| | - Mohd Faiz Mustaffa
- Department of Pharmacology and Pharmaceutical Chemistry, Faculty of Pharmacy, Universiti Teknologi MARA Cawangan Selangor, Puncak Alam 42300, Selangor, Malaysia
| | - Khuriah Abdul Hamid
- Department of Pharmaceutics, Faculty of Pharmacy, Universiti Teknologi MARA Cawangan Selangor, Puncak Alam 42300, Selangor, Malaysia
- Atta-ur-Rahman Institute for Natural Product Discovery (AuRINS), Universiti Teknologi MARA Cawangan Selangor, Puncak Alam 42300, Selangor, Malaysia
- Correspondence:
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8
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Rzepiela AA, Viarengo-Baker LA, Tatarskii V, Kombarov R, Whitty A. Conformational Effects on the Passive Membrane Permeability of Synthetic Macrocycles. J Med Chem 2022; 65:10300-10317. [PMID: 35861996 DOI: 10.1021/acs.jmedchem.1c02090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Macrocyclic compounds (MCs) can have complex conformational properties that affect pharmacologically important behaviors such as membrane permeability. We measured the passive permeability of 3600 diverse nonpeptidic MCs and used machine learning to analyze the results. Incorporating selected properties based on the three-dimensional (3D) conformation gave models that predicted permeability with Q2 = 0.81. A biased spatial distribution of polar versus nonpolar regions was particularly important for good permeability, consistent with a mechanism in which the initial insertion of nonpolar portions of a MC helps facilitate the subsequent membrane entry of more polar parts. We also examined effects on permeability of 800 substructural elements by comparing matched molecular pairs. Some substitutions were invariably beneficial or invariably deleterious to permeability, while the influence of others was highly contextual. Overall, the work provides insights into how the permeability of MCs is influenced by their 3D conformational properties and suggests design hypotheses for achieving macrocycles with high membrane permeability.
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Affiliation(s)
- Anna A Rzepiela
- Pyxis Discovery, Delftechpark 26, 2628XH Delft, The Netherlands
| | - Lauren A Viarengo-Baker
- Department of Chemistry, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States
| | - Victor Tatarskii
- Asinex Corporation, 101 N Chestnut St # 104, Winston-Salem, North Carolina 27101,United States
| | - Roman Kombarov
- Asinex Corporation, 101 N Chestnut St # 104, Winston-Salem, North Carolina 27101,United States
| | - Adrian Whitty
- Department of Chemistry, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, United States.,Center for Molecular Discovery, Boston University, 24 Cummington Mall, Boston, Massachusetts 02215, United States
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9
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Nguyen TD, Itayama T, Ramaraj R, Iwami N, Shimizu K, Dao TS, Pham TL, Maseda H. Physiological response of Simocephalus vetulus to five antibiotics and their mixture under 48-h acute exposure. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 829:154585. [PMID: 35306083 DOI: 10.1016/j.scitotenv.2022.154585] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 03/06/2022] [Accepted: 03/11/2022] [Indexed: 05/20/2023]
Abstract
Antibiotics, widely known as major environmental xenobiotics, are increasingly being released into ecosystems due to their essential functions in human health and production. During the COVID-19 pandemic waves, antibiotic use increases remarkably in treating bacterial coinfections. Antibiotics were initially expected only to affect prokaryotes, but recent research has shown that they can disturb the biological systems of eukaryotes, especially vulnerable aquatic creatures, through both direct and indirect processes. However, their toxicity to the freshwater cladoceran Simocephalus vetulus, an essential link in the aquatic food web, has never been evaluated. The effects of four fluoroquinolones (ciprofloxacin: CFX, ofloxacin: OFX, gatifloxacin: GFX, delafloxacin: DFX), tetracycline (TET), and a mixture of these medicines (MIX) on S. vetulus thoracic limb rate (TLR) were examined in this study. After S. vetulus was exposed to 20 and 40 mg GFX L-1, 90% and 100% mortality rates were recorded. At 2.5-10 mg L-1, GFX dramatically lowered the TLR of S. vetulus, resulting in a median effective concentration of 9.69 mg L-1. TLRs increased when the organisms were exposed to 10-40 mg L-1 of CFX and 1.25-40 mg L-1 of OFX. However, DFX and TET exposures did not affect TLRs. Exposure to MIX reduced TLR only at 40 mg L-1, suggesting an antagonistic interaction among the five pharmaceuticals. This study demonstrated that S. vetulus physiological responses to antibiotics, even in the same class, are complex and elusive. Beyond a common additive concentration principle, the antagonistic interaction of antibiotic mixture indicates a high level of uncertainty in terms of ecological dangers. We initially introduce S. vetulus to ecotoxicological studies of antibiotics, presenting the species as a low-cost model for physiological investigations of environmental xenobiotics.
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Affiliation(s)
- Tan-Duc Nguyen
- Graduate school of Engineering, Nagasaki University, 1-14 Bunkyo-machi, Nagasaki-shi, Japan
| | - Tomoaki Itayama
- Graduate school of Engineering, Nagasaki University, 1-14 Bunkyo-machi, Nagasaki-shi, Japan.
| | - Rameshprabu Ramaraj
- School of Renewable Energy, Maejo University, Sansai, Chiang Mai 50290, Thailand
| | - Norio Iwami
- School of Science and Engineering, Meise University, 2-1-1 Hodokubo, Hino-shi, Tokyo 191-8506, Japan
| | - Kazuya Shimizu
- Graduate School of Science and Technology, University of Tsukuba, 1-1-1 Tennodai, Tsukuba-shi, Ibaraki, Japan
| | - Thanh-Son Dao
- Faculty of Environment and Natural Resources, Ho Chi Minh City University of Technology (HCMUT), 268 Ly Thuong Kiet Street, District 10, Ho Chi Minh City, Viet Nam; Vietnam National University Ho Chi Minh City, Linh Trung Ward, Thu Duc District, Ho Chi Minh City, Viet Nam
| | - Thanh Luu Pham
- Graduate University of Science and Technology, Vietnam Academy of Science and Technology (VAST), 18 Hoang Quoc Viet Street, Cau Giay District, Hanoi 100000, Viet Nam; Institute of Tropical Biology, Vietnam Academy of Science and Technology (VAST), 85 Tran Quoc Toan Street, District 3, Ho Chi Minh City 700000, Viet Nam
| | - Hideaki Maseda
- Biomedical Research Institute, National Institute of Advanced Industrial Science and Technology, 1-8-31 Midorigaoka, Ikeda, Osaka 563-8577, Japan
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10
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Garg M, Singh MK, Koli SM, Sreedhar B, Ramakrishna S, Nanubolu JB. Crystalline salts of a diuretic drug torasemide with improved solubility and dissolution properties. CrystEngComm 2022. [DOI: 10.1039/d2ce00383j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Two novel pharmaceutical crystalline salts of a diuretic drug torasemide with improved solubility and dissolution profiles are disclosed in this manuscript.
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Affiliation(s)
- Monika Garg
- Centre for X-ray Crystallography, Department of Analytical & Structural Chemistry, CSIR-Indian Institute of Chemical Technology, Tarnaka, Uppal Road, Hyderabad-500007, Telangana, India
| | - Mayank K. Singh
- Department of Applied Biology, CSIR-Indian Institute of Chemical Technology, Tarnaka, Uppal Road, Hyderabad-500007, Telangana, India
| | - Saylee Manohar Koli
- Centre for X-ray Crystallography, Department of Analytical & Structural Chemistry, CSIR-Indian Institute of Chemical Technology, Tarnaka, Uppal Road, Hyderabad-500007, Telangana, India
| | - Bojja Sreedhar
- Department of Analytical & Structural Chemistry, CSIR-Indian Institute of Chemical Technology, Tarnaka, Uppal Road, Hyderabad-500007, Telangana, India
- Academy of Scientific and Innovative Research (AcSIR), New Delhi, 110025, India
| | - Sistla Ramakrishna
- Department of Applied Biology, CSIR-Indian Institute of Chemical Technology, Tarnaka, Uppal Road, Hyderabad-500007, Telangana, India
- Academy of Scientific and Innovative Research (AcSIR), New Delhi, 110025, India
| | - Jagadeesh Babu Nanubolu
- Centre for X-ray Crystallography, Department of Analytical & Structural Chemistry, CSIR-Indian Institute of Chemical Technology, Tarnaka, Uppal Road, Hyderabad-500007, Telangana, India
- Academy of Scientific and Innovative Research (AcSIR), New Delhi, 110025, India
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11
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Velcicky J, Wilcken R, Cotesta S, Janser P, Schlapbach A, Wagner T, Piechon P, Villard F, Bouhelal R, Piller F, Harlfinger S, Stringer R, Fehlmann D, Kaupmann K, Littlewood-Evans A, Haffke M, Gommermann N. Discovery and Optimization of Novel SUCNR1 Inhibitors: Design of Zwitterionic Derivatives with a Salt Bridge for the Improvement of Oral Exposure. J Med Chem 2020; 63:9856-9875. [DOI: 10.1021/acs.jmedchem.0c01020] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Juraj Velcicky
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
| | - Rainer Wilcken
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
| | - Simona Cotesta
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
| | - Philipp Janser
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
| | - Achim Schlapbach
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
| | - Trixie Wagner
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
| | - Philippe Piechon
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
| | - Frederic Villard
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
| | - Rochdi Bouhelal
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
| | - Fabian Piller
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
| | | | - Rowan Stringer
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
| | | | - Klemens Kaupmann
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
| | | | - Matthias Haffke
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
| | - Nina Gommermann
- Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland
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12
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Permeability prediction for zwitterions via chromatographic indexes and classification into 'certain' and 'uncertain'. Future Med Chem 2019; 11:1553-1563. [PMID: 31240942 DOI: 10.4155/fmc-2019-0071] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Background: The development of zwitterions to a drug is likely to be more challenging than compounds of other charge types. Results: Two chromatographic indexes (log k'80 PLRP-S and log KWIAM) can be successfully used as permeability classifiers of ampholytes. Moreover, a pragmatic classification into ordinary ampholytes; zwitterions 'certain' (i.e., the zwitterionic species is dominant in the physiological pH range); and zwitterions 'uncertain' (multiple species are present in the physiological pH range) enables to study the permeability of ampholytic compounds in relation to species distribution. Methodology: Potentiometry (pKa), reversed-phase (RP)-chromatography, tri-layer parallel artificial membrane permeability assays, quantitative structure-property relationships (QSPR) and block relevance (BR) analysis, receiver operating characteristic (ROC) curves. Conclusion: Structures considered as poorly permeable like zwitterions can be integrated in drug discovery programs by applying ad hoc experimental and computational tools.
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13
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Xu P, Quan J, Chen W, Zhang J, Yan H, Liu Y, Tan S, Zeng X, Li H, Yang G. A Chirality/Light Dual‐Responsive Calixarene‐Functionalized Gold Surface for the Separation of Naproxen Enantiomers. Chempluschem 2019; 84:907-912. [DOI: 10.1002/cplu.201900228] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2019] [Revised: 06/13/2019] [Indexed: 12/12/2022]
Affiliation(s)
- Pingping Xu
- Key Laboratory of Pesticide and Chemical Biology (CCNU) Ministry of Education College of ChemistryCentral China Normal University Wuhan 430079 P.R. China
| | - Jiaxin Quan
- Key Laboratory of Pesticide and Chemical Biology (CCNU) Ministry of Education College of ChemistryCentral China Normal University Wuhan 430079 P.R. China
| | - Wan Chen
- Key Laboratory of Pesticide and Chemical Biology (CCNU) Ministry of Education College of ChemistryCentral China Normal University Wuhan 430079 P.R. China
| | - Jin Zhang
- Key Laboratory of Pesticide and Chemical Biology (CCNU) Ministry of Education College of ChemistryCentral China Normal University Wuhan 430079 P.R. China
| | - Hewei Yan
- Key Laboratory of Pesticide and Chemical Biology (CCNU) Ministry of Education College of ChemistryCentral China Normal University Wuhan 430079 P.R. China
| | - Yanxiang Liu
- Key Laboratory of Pesticide and Chemical Biology (CCNU) Ministry of Education College of ChemistryCentral China Normal University Wuhan 430079 P.R. China
| | - Shiliang Tan
- Key Laboratory of Pesticide and Chemical Biology (CCNU) Ministry of Education College of ChemistryCentral China Normal University Wuhan 430079 P.R. China
| | - Xiangfei Zeng
- Key Laboratory of Pesticide and Chemical Biology (CCNU) Ministry of Education College of ChemistryCentral China Normal University Wuhan 430079 P.R. China
| | - Haibing Li
- Key Laboratory of Pesticide and Chemical Biology (CCNU) Ministry of Education College of ChemistryCentral China Normal University Wuhan 430079 P.R. China
| | - Guangfu Yang
- Key Laboratory of Pesticide and Chemical Biology (CCNU) Ministry of Education College of ChemistryCentral China Normal University Wuhan 430079 P.R. China
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14
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Yamauchi S, Sugano K. Permeation characteristics of tetracyclines in parallel artificial membrane permeation assay. ADMET AND DMPK 2019; 7:151-160. [PMID: 35350658 PMCID: PMC8957236 DOI: 10.5599/admet.657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Revised: 03/06/2019] [Indexed: 11/25/2022] Open
Abstract
The purpose of the present study was to characterize the passive permeation of tetracyclines in the parallel artificial membrane permeation assay (PAMPA). Tetracyclines exist as zwitterion at physiological pH. The PAMPA membrane was prepared by impregnating a phospholipid/decane solution to a filter support. The permeation coefficient (Pe) of tetracycline (TC) was markedly affected by the lipid composition of the PAMPA membrane. No permeation was observed when phospholipid was not added (pure decane membrane, Pe < 0.05 × 10-6 cm/sec). With the addition of 2 % PC, little or no increase in Pe was observed. The addition of 1 % PE increased the Pe value more than tenfold. The addition of 2 % soybean lecithin containing phosphatidylinositol (PI) and phosphatidic acid (PA) increased the Pe value to above 4 × 10-6 cm/sec. The Pe value was further increased to 15 × 10-6 cm/sec by increasing the concentration of soybean lecithin from 2 to 10 %. The Pe value showed pH and temperature dependence, whereas it was not affected by the ionic strength, TC concentration, and ion-pair transport inhibitors. A weak correlation was observed between the Pe values and octanol-buffer distribution coefficients of tetracyclines. These results suggest that inter-molecular interactions between TC and PE, PI and/or PA facilitate the passive diffusion of TC across the PAMPA membrane.
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Affiliation(s)
- Sachika Yamauchi
- Molecular Pharmaceutics Lab., College of Pharmaceutical Sciences, Ritsumeikan University, 1-1-1, Noji-higashi, Kusatsu, Shiga 525-8577, Japan
| | - Kiyohiko Sugano
- Molecular Pharmaceutics Lab., College of Pharmaceutical Sciences, Ritsumeikan University, 1-1-1, Noji-higashi, Kusatsu, Shiga 525-8577, Japan
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15
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Kozikowski AP, Shen S, Pardo M, Tavares MT, Szarics D, Benoy V, Zimprich CA, Kutil Z, Zhang G, Bařinka C, Robers MB, Van Den Bosch L, Eubanks JH, Jope RS. Brain Penetrable Histone Deacetylase 6 Inhibitor SW-100 Ameliorates Memory and Learning Impairments in a Mouse Model of Fragile X Syndrome. ACS Chem Neurosci 2019; 10:1679-1695. [PMID: 30511829 DOI: 10.1021/acschemneuro.8b00600] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Disease-modifying therapies are needed for Fragile X Syndrome (FXS), as at present there are no effective treatments or cures. Herein, we report on a tetrahydroquinoline-based selective histone deacetylase 6 (HDAC6) inhibitor SW-100, its pharmacological and ADMET properties, and its ability to improve upon memory performance in a mouse model of FXS, Fmr1-/- mice. This small molecule demonstrates good brain penetrance, low-nanomolar potency for the inhibition of HDAC6 (IC50 = 2.3 nM), with at least a thousand-fold selectivity over all other class I, II, and IV HDAC isoforms. Moreover, through its inhibition of the α-tubulin deacetylase domain of HDAC6 (CD2), in cells SW-100 upregulates α-tubulin acetylation with no effect on histone acetylation and selectively restores the impaired acetylated α-tubulin levels in the hippocampus of Fmr1-/- mice. Lastly, SW-100 ameliorates several memory and learning impairments in Fmr1-/- mice, thus modeling the intellectual deficiencies associated with FXS, and hence providing a strong rationale for pursuing HDAC6-based therapies for the treatment of this rare disease.
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Affiliation(s)
| | - Sida Shen
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, University of Illinois at Chicago, Chicago, Illinois 60612, United States
| | - Marta Pardo
- Department of Psychiatry and Behavioral Sciences, Miller School of Medicine, University of Miami, Miami, Florida 33136, United States
| | - Maurício T. Tavares
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, University of Illinois at Chicago, Chicago, Illinois 60612, United States
| | - Dora Szarics
- Division of Genetics and Development, Krembil Research Institute, University Health Network, Toronto, Ontario M5G 2C4, Canada
| | - Veronick Benoy
- Laboratory of Neurobiology, Center for Brain & Disease (VIB) and Leuven Brain Institute (LBI), KU Leuven, B-3000 Leuven, Belgium
| | | | - Zsófia Kutil
- Laboratory of Structural Biology, Institute of Biotechnology of the Czech Academy of Sciences, Prumyslova 595, 252 50 Vestec, Czech Republic
| | - Guiping Zhang
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, University of Illinois at Chicago, Chicago, Illinois 60612, United States
| | - Cyril Bařinka
- Laboratory of Structural Biology, Institute of Biotechnology of the Czech Academy of Sciences, Prumyslova 595, 252 50 Vestec, Czech Republic
| | | | - Ludo Van Den Bosch
- Laboratory of Neurobiology, Center for Brain & Disease (VIB) and Leuven Brain Institute (LBI), KU Leuven, B-3000 Leuven, Belgium
| | - James H. Eubanks
- Division of Genetics and Development, Krembil Research Institute, University Health Network, Toronto, Ontario M5G 2C4, Canada
| | - Richard S. Jope
- Department of Psychiatry and Behavioral Sciences, Miller School of Medicine, University of Miami, Miami, Florida 33136, United States
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16
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Macroscopic Chiral Recognition by Calix[4]arene‐Based Host–Guest Interactions. Chemistry 2018; 24:15502-15506. [DOI: 10.1002/chem.201803564] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Revised: 07/30/2018] [Indexed: 01/12/2023]
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17
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Borbás E, Tőzsér P, Tsinman K, Tsinman O, Takács-Novák K, Völgyi G, Sinkó B, Nagy ZK. Effect of Formulation Additives on Drug Transport through Size-Exclusion Membranes. Mol Pharm 2018; 15:3308-3317. [DOI: 10.1021/acs.molpharmaceut.8b00343] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Enikő Borbás
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics, Budapest 1111, Hungary
| | - Petra Tőzsér
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics, Budapest 1111, Hungary
| | | | - Oksana Tsinman
- Pion Inc., Billerica, Massachusetts 01821, United States
| | | | - Gergely Völgyi
- Department of Pharmaceutical Chemistry, Semmelweis University, Budapest 1092, Hungary
| | - Bálint Sinkó
- Pion Inc., Billerica, Massachusetts 01821, United States
| | - Zsombor K. Nagy
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics, Budapest 1111, Hungary
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18
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Delrivo A, Aloisio C, Longhi MR, Granero G. Artificial Lipid Membrane Permeability Method for Predicting Intestinal Drug Transport: Probing the Determining Step in the Oral Absorption of Sulfadiazine; Influence of the Formation of Binary and Ternary Complexes with Cyclodextrins. AAPS PharmSciTech 2018; 19:1437-1447. [PMID: 29450829 DOI: 10.1208/s12249-018-0965-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Accepted: 01/24/2018] [Indexed: 11/30/2022] Open
Abstract
We propose an in vitro permeability assay by using a modified lipid membrane to predict the in vivo intestinal passive permeability of drugs. Two conditions were tested, one with a gradient pH (pH 5.5 donor/pH 7.4 receptor) and the other with an iso-pH 7.4. The predictability of the method was established by correlating the obtained apparent intestinal permeability coefficients (Papp) and the oral dose fraction absorbed in humans (fa) of 16 drugs with different absorption properties. The Papp values correlated well with the absorption rates under the two conditions, and the method showed high predictability and good reproducibility. On the other hand, with this method, we successfully predicted the transport characteristics of oral sulfadiazine (SDZ). Also, the tradeoff between the increase in the solubility of SDZ by its complex formation with cyclodextrins and/or aminoacids and its oral permeability was assessed. Results suggest that SDZ is transported through the gastrointestinal epithelium by passive diffusion in a pH-dependent manner. These results support the classification of SDZ as a high/low borderline permeability compound and are in agreement with the Biopharmaceutics Classification Systems (BCS). This conclusion is consistent with the in vivo pharmacokinetic properties of SDZ.
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19
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Borbás E, Nagy ZK, Nagy B, Balogh A, Farkas B, Tsinman O, Tsinman K, Sinkó B. The effect of formulation additives on in vitro dissolution-absorption profile and in vivo bioavailability of telmisartan from brand and generic formulations. Eur J Pharm Sci 2018; 114:310-317. [DOI: 10.1016/j.ejps.2017.12.029] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Revised: 12/01/2017] [Accepted: 12/29/2017] [Indexed: 12/11/2022]
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20
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Gunnam A, Suresh K, Ganduri R, Nangia A. Crystal engineering of a zwitterionic drug to neutral cocrystals: a general solution for floxacins. Chem Commun (Camb) 2018; 52:12610-12613. [PMID: 27711455 DOI: 10.1039/c6cc06627e] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The transformation of zwitterionic Sparfloxacin (SPX) to the neutral form is achieved by cocrystallization. Neutral forms of drugs are important for higher membrane permeability, while zwitterions are more soluble in water. The twin advantages of higher solubility/dissolution rate and good stability of neutral SPX are achieved in a molecular cocrystal compared to its zwitterionic SPX hydrate. The amine-phenol supramolecular synthon drives cocrystal formation, with the paraben ester acting as a "proton migrator" for the ionic to neutral transformation.
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Affiliation(s)
- Anilkumar Gunnam
- School of Chemistry, University of Hyderabad, Prof. C. R. Rao Road, Gachibowli Central University P.O., Hyderabad 500046, India.
| | - Kuthuru Suresh
- School of Chemistry, University of Hyderabad, Prof. C. R. Rao Road, Gachibowli Central University P.O., Hyderabad 500046, India.
| | - Ramesh Ganduri
- Solid State and Structural Chemistry Unit, Indian Institute of Science, Bengaluru 560012, India
| | - Ashwini Nangia
- School of Chemistry, University of Hyderabad, Prof. C. R. Rao Road, Gachibowli Central University P.O., Hyderabad 500046, India. and CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune 411008, India.
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21
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Preparation and characterization of amorphous ciprofloxacin-amino acid salts. Eur J Pharm Biopharm 2017; 121:73-89. [DOI: 10.1016/j.ejpb.2017.09.009] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Revised: 09/11/2017] [Accepted: 09/13/2017] [Indexed: 11/19/2022]
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22
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Mesallati H, Tajber L. Polymer/Amorphous Salt Solid Dispersions of Ciprofloxacin. Pharm Res 2017; 34:2425-2439. [DOI: 10.1007/s11095-017-2250-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 08/21/2017] [Indexed: 10/18/2022]
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23
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Mesallati H, Umerska A, Paluch KJ, Tajber L. Amorphous Polymeric Drug Salts as Ionic Solid Dispersion Forms of Ciprofloxacin. Mol Pharm 2017; 14:2209-2223. [PMID: 28570079 DOI: 10.1021/acs.molpharmaceut.7b00039] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Ciprofloxacin (CIP) is a poorly soluble drug that also displays poor permeability. Attempts to improve the solubility of this drug to date have largely focused on the formation of crystalline salts and metal complexes. The aim of this study was to prepare amorphous solid dispersions (ASDs) by ball milling CIP with various polymers. Following examination of their solid state characteristics and physical stability, the solubility advantage of these ASDs was studied, and their permeability was investigated via parallel artificial membrane permeability assay (PAMPA). Finally, the minimum inhibitory concentration (MIC) and minimum bactericidal concentration (MBC) of the ASDs were compared to those of CIP. It was discovered that acidic polymers, such as Eudragit L100, Eudragit L100-55, Carbopol, and HPMCAS, were necessary for the amorphization of CIP. In each case, the positively charged secondary amine of CIP was found to interact with carboxylate groups in the polymers, forming amorphous polymeric drug salts. Although the ASDs began to crystallize within days under accelerated stability conditions, they remained fully X-ray amorphous following exposure to 90% RH at 25 °C, and demonstrated higher than predicted glass transition temperatures. The solubility of CIP in water and simulated intestinal fluid was also increased by all of the ASDs studied. Unlike a number of other solubility enhancing formulations, the ASDs did not decrease the permeability of the drug. Similarly, no decrease in antibiotic efficacy was observed, and significant improvements in the MIC and MBC of CIP were obtained with ASDs containing HPMCAS-LG and HPMCAS-MG. Therefore, ASDs may be a viable alternative for formulating CIP with improved solubility, bioavailability, and antimicrobial activity.
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Affiliation(s)
- Hanah Mesallati
- Synthesis and Solid State Pharmaceutical Centre, School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin , College Green, Dublin 2, Ireland
| | - Anita Umerska
- MINT, UNIV Angers, INSERM 1066, CNRS 6021, Universite Bretagne Loire , 4 rue Larrey, Angers 49933 Cedex, France
| | - Krzysztof J Paluch
- School of Pharmacy and Medical Sciences, Faculty of Life Sciences, University of Bradford , Bradford, West Yorkshire, BD7 1DP, United Kingdom
| | - Lidia Tajber
- Synthesis and Solid State Pharmaceutical Centre, School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin , College Green, Dublin 2, Ireland
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24
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Prabha EAJY, Kumar SS, Athimoolam S, Sridhar B. Structural, quantum chemical, vibrational and thermal studies of a hydrogen bonded zwitterionic co-crystal (nicotinic acid: pyrogallol). J Mol Struct 2017. [DOI: 10.1016/j.molstruc.2016.09.047] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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25
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Application of a Human Intestinal Epithelial Cell Monolayer to the Prediction of Oral Drug Absorption in Humans as a Superior Alternative to the Caco-2 Cell Monolayer. J Pharm Sci 2016; 105:915-924. [PMID: 26869436 DOI: 10.1016/j.xphs.2015.11.035] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Revised: 10/28/2015] [Accepted: 11/18/2015] [Indexed: 11/22/2022]
Abstract
A human small intestinal epithelial cell (HIEC) monolayer was recently established in our laboratories as a novel system to evaluate the Papp (apparent permeability coefficient) of compounds during their absorption in humans. An effusion-based analysis using polyethylene glycol oligomers with molecular weights ranging from 194-898 indicated that HIEC and Caco-2 cell monolayers both had paracellular pores with 2 distinct radiuses (∼ 5 and 9-14 Å), whereas the porosity of large pores was 11-fold higher in the HIEC monolayer (44 × 10(-8)) than in the Caco-2 cells (4 × 10(-8)). A comparison between the fraction-absorbed (Fa) values observed in humans and those predicted from Papp values in both monolayers indicated that the HIEC monolayer had markedly higher precision to predict Fa values with root mean square error of 9.40 than the Caco-2 cells (root mean square error = 16.90) for 10 paracellularly absorbed compounds. Furthermore, the accuracy of the HIEC monolayer to classify the absorption of 23 test drugs with diverse absorption properties, including different pathways in the presence or absence of susceptibility to efflux transporters, was higher than that of the Caco-2 cell monolayer. In conclusion, the HIEC monolayer exhibited advantages over Caco-2 cells in the ranking and prediction of absorption of compounds in humans.
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26
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Borbás E, Sinkó B, Tsinman O, Tsinman K, Kiserdei É, Démuth B, Balogh A, Bodák B, Domokos A, Dargó G, Balogh GT, Nagy ZK. Investigation and Mathematical Description of the Real Driving Force of Passive Transport of Drug Molecules from Supersaturated Solutions. Mol Pharm 2016; 13:3816-3826. [DOI: 10.1021/acs.molpharmaceut.6b00613] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Enikő Borbás
- Department
of Organic Chemistry and Technology, Budapest University of Technology and Economics, Budapest 1111, Hungary
| | - Bálint Sinkó
- Pion Inc., Billerica, Massachusetts 01821, United States
| | - Oksana Tsinman
- Pion Inc., Billerica, Massachusetts 01821, United States
| | | | - Éva Kiserdei
- Department
of Organic Chemistry and Technology, Budapest University of Technology and Economics, Budapest 1111, Hungary
| | - Balázs Démuth
- Department
of Organic Chemistry and Technology, Budapest University of Technology and Economics, Budapest 1111, Hungary
| | - Attila Balogh
- Department
of Organic Chemistry and Technology, Budapest University of Technology and Economics, Budapest 1111, Hungary
| | - Brigitta Bodák
- Department
of Organic Chemistry and Technology, Budapest University of Technology and Economics, Budapest 1111, Hungary
| | - András Domokos
- Department
of Organic Chemistry and Technology, Budapest University of Technology and Economics, Budapest 1111, Hungary
| | - Gergő Dargó
- Department
of Organic Chemistry and Technology, Budapest University of Technology and Economics, Budapest 1111, Hungary
- Compound
Profiling Laboratory, Gedeon Richter Plc., Budapest 1103, Hungary
| | - György T. Balogh
- Compound
Profiling Laboratory, Gedeon Richter Plc., Budapest 1103, Hungary
| | - Zsombor K. Nagy
- Department
of Organic Chemistry and Technology, Budapest University of Technology and Economics, Budapest 1111, Hungary
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27
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Grumetto L, Russo G, Barbato F. Polar interactions drug/phospholipids estimated by IAM-HPLC vs cultured cell line passage data: Their relationships and comparison of their effectiveness in predicting drug human intestinal absorption. Int J Pharm 2016; 500:275-90. [PMID: 26780120 DOI: 10.1016/j.ijpharm.2016.01.019] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 01/09/2016] [Indexed: 10/22/2022]
Abstract
The relationships between data of passage through Caco-2 cultured cell lines (log Papp), taken from the literature, for 38 structurally unrelated compounds and both n-octanol lipophilicity parameters (log P(N) and log D(7.4)) and phospholipid affinity indexes were investigated. Phospholipid affinity(log k W(IAM)) was experimentally determined by HPLC on two different phospholipid stationary phases and the polar/electrostatic interaction component drug/phospholipids (Δ log k W(IAM)) was calculated according to a method we previously proposed. Log Papp moderately related to lipophilicity values measured at pH 7.4 (log D(7.4)), according to a parabolic pattern, but poorly related with log k W(IAM). Furthermore, a significant inverse linear relationship with Δ l og k W(IAM) values was only observed for the analytes with m.w. >300 Da, for which paracellular diffusion can be considered a minor transport route in vivo. Indeed, it has been reported that Caco-2 passage data also encode secondary passage mechanisms, which participate in a different extent to the jejunal absorption in vivo and cannot be directly equated to the corresponding human in situ log Peff values, unless a normalization is performed. In an attempt to elucidate this issue, 47 structurally unrelated compounds whose cultured cell line passage data were corrected for the effects of the aqueous boundary layer and paracellular permeability, so as to express transcellular intrinsic permeability, log P 0(Caco-2/MDCK), were also considered. Highly significant inverse linear relationships were observed between log P 0(Caco-2/MDCK) and Δlog k W(IAM) values from both IAM.PC.MG (r(2)=0.765) and IAM.PC.DD2 (r(2)=0.806) stationary phases whereas the relationships with either lipophilicity in n-octanol or log k W(IAM) values were very poor. The results of the present study, in complete agreement with those of our recent study on the relationships between jejunal absorption data measured in situ and Δ log k W(IAM) values, confirm the soundness of Δ log k W(IAM) parameters in the prediction of the intestinal absorption of drugs. From a mechanistic point of view, they suggest that the polar/electrostatic forces between drugs and phospholipids play a major role in the passage through biomembranes.
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Affiliation(s)
- Lucia Grumetto
- Dipartimento di Farmacia, Università degli Studi di Napoli Federico II, Via D. Montesano, 49 I-80131 Naples, Italy
| | - Giacomo Russo
- Dipartimento di Farmacia, Università degli Studi di Napoli Federico II, Via D. Montesano, 49 I-80131 Naples, Italy
| | - Francesco Barbato
- Dipartimento di Farmacia, Università degli Studi di Napoli Federico II, Via D. Montesano, 49 I-80131 Naples, Italy.
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28
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Schönherr D, Wollatz U, Haznar-Garbacz D, Hanke U, Box KJ, Taylor R, Ruiz R, Beato S, Becker D, Weitschies W. Characterisation of selected active agents regarding pKa values, solubility concentrations and pH profiles by SiriusT3. Eur J Pharm Biopharm 2015; 92:155-70. [PMID: 25758123 DOI: 10.1016/j.ejpb.2015.02.028] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2014] [Revised: 02/18/2015] [Accepted: 02/27/2015] [Indexed: 10/23/2022]
Abstract
The aim of this work was to determine pKa values and solubility properties of 34active agents using the SiriusT3 apparatus. The selected drug substances belong to the groups of ACE-inhibitors, β-blockers, antidiabetics and lipid lowering substances. Experimentally obtained pKa and intrinsic solubility values were compared to calculated values (program ACD/ChemSketch) and pKa values to published data as well. Solubility-pH profiles were generated to visualise the substance solubility over the gastrointestinal pH range. The relationship between the solubility characteristic of a substance, its bioavailability and categorisation according to the Biopharmaceutics Classification System (BCS) was examined as well. The results showed a good agreement between experimentally obtained, calculated and published pKa values. The measured and calculated intrinsic solubility values indicated several major deviations. All solubility-pH profiles showed the expected shape and appearance for acids, bases or zwitterionic substances. The obtained results for the pKa and solubility measurements of the examined active agents may help to predict their physicochemical behaviour in vivo, and to understand the bioavailability of the substances according to their BCS categorisation. The easy and reproducible determination of pKa and solubility values makes the SiriusT3 apparatus a useful tool in early stages of drug and formulation development.
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Affiliation(s)
- D Schönherr
- University of Greifswald, Center of Drug Absorption and Transport, Institute of Pharmacy, 17487 Greifswald, Germany
| | - U Wollatz
- University of Greifswald, Center of Drug Absorption and Transport, Institute of Pharmacy, 17487 Greifswald, Germany
| | - D Haznar-Garbacz
- University of Greifswald, Center of Drug Absorption and Transport, Institute of Pharmacy, 17487 Greifswald, Germany
| | - U Hanke
- University of Greifswald, Center of Drug Absorption and Transport, Institute of Pharmacy, 17487 Greifswald, Germany
| | - K J Box
- Sirius Analytical Ltd., Forest Row, East Sussex RH18 5DW, UK
| | - R Taylor
- Sirius Analytical Ltd., Forest Row, East Sussex RH18 5DW, UK
| | - R Ruiz
- Sirius Analytical Ltd., Forest Row, East Sussex RH18 5DW, UK
| | - S Beato
- Novartis Pharma AG, Technical Research & Development, 4056 Basel, Switzerland
| | - D Becker
- Vivo Drug Delivery GmbH, 8832 Wollerau, Switzerland
| | - W Weitschies
- University of Greifswald, Center of Drug Absorption and Transport, Institute of Pharmacy, 17487 Greifswald, Germany.
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29
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Ma G, Zhang L, Zhang P, Bao X, Zhou N, Shi Q, Zheng Y, Liu H, Bu F, Zhang Y, Huang W, Wang F, Zhu Y, Cai W. Physicochemical characteristics and gastrointestinal absorption behaviors ofS-propargyl-cysteine, a potential new drug candidate for cardiovascular protection and antitumor treatment. Xenobiotica 2014; 45:322-34. [DOI: 10.3109/00498254.2014.980369] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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30
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Krasnov VP, Korolyova MA, Vodovozova EL. Nano-sized melphalan and sarcolysine drug delivery systems: synthesis and prospects of application. RUSSIAN CHEMICAL REVIEWS 2013. [DOI: 10.1070/rc2013v082n08abeh004358] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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31
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Larregieu CA, Benet LZ. Drug discovery and regulatory considerations for improving in silico and in vitro predictions that use Caco-2 as a surrogate for human intestinal permeability measurements. AAPS JOURNAL 2013; 15:483-97. [PMID: 23344793 DOI: 10.1208/s12248-013-9456-8] [Citation(s) in RCA: 95] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2012] [Accepted: 01/10/2013] [Indexed: 11/30/2022]
Abstract
There is a growing need for highly accurate in silico and in vitro predictive models to facilitate drug discovery and development. Results from in vitro permeation studies across the Caco-2 cell monolayer are commonly used for drug permeability screening in industry and are also accepted as a surrogate for human intestinal permeability measurements by the US FDA to support new drug applications. Countless studies carried out in this cell line with published permeability measurements have enabled the development of many in silico prediction models. We identify several common cases that illustrate how using Caco-2 permeability measurements in these in silico and in vitro predictive models will not correlate with human intestinal permeability and will further lead to inaccuracies in these models. We provide guidelines and recommendations for improving these models to more accurately predict clinically relevant information, thereby enhancing the drug discovery, development, and regulatory approval processes.
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Affiliation(s)
- Caroline A Larregieu
- Department of Bioengineering & Therapeutic Sciences, Schools of Pharmacy and Medicine, University of California San Francisco, 533 Parnassus Avenue, Room U-68, San Francisco, CA 94143-0912, USA
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Cramariuc O, Rog T, Javanainen M, Monticelli L, Polishchuk AV, Vattulainen I. Mechanism for translocation of fluoroquinolones across lipid membranes. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES 2012; 1818:2563-71. [DOI: 10.1016/j.bbamem.2012.05.027] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2011] [Revised: 05/21/2012] [Accepted: 05/25/2012] [Indexed: 11/24/2022]
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Predicting the exposure and antibacterial activity of fluoroquinolones based on physicochemical properties. Eur J Pharm Sci 2012; 47:21-7. [DOI: 10.1016/j.ejps.2012.04.022] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2011] [Revised: 03/19/2012] [Accepted: 04/27/2012] [Indexed: 11/18/2022]
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Velický M, Tam KY, Dryfe RAW. In situ artificial membrane permeation assay under hydrodynamic control: correlation between drug in vitro permeability and fraction absorbed in humans. Eur J Pharm Sci 2011; 44:299-309. [PMID: 21864679 DOI: 10.1016/j.ejps.2011.08.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2011] [Revised: 07/28/2011] [Accepted: 08/10/2011] [Indexed: 10/17/2022]
Abstract
The purpose of this study was to develop an in vitro permeation model that will predict the fraction of drugs absorbed in humans. A rotating-diffusion cell with two aqueous compartments, separated by a lipid-impregnated artificial membrane, was used to determine the permeability of drugs under conditions of controlled hydrodynamics. The measured effective permeability coefficient was modified to include the paracellular transport derived from a previously reported colorectal adenocarcinoma epithelial cell line (Caco-2) permeability study and the effects of unstirred water layer anticipated in vivo. Permeability data were collected for 31 different marketed drugs with known absolute oral bioavailability and human hepatic clearance data. Literature bioavailability values were corrected for the first pass hepatic clearance thus obtaining the fraction absorbed from intestinal lumen (fraction absorbed), F(a), while assuming that the fraction escaping intestinal extraction, F(g), was approximately ~1. Permeability obtained under conditions of controlled hydrodynamics was compared with the permeability measured under unstirred conditions. It is shown that the optimized effective permeability correlates with the fraction absorbed. In contrast, permeability data obtained under unstirred conditions does not show a good correlation. The in vitro permeation model developed in this study predicts the fraction absorbed of the selected drugs in humans within experimental uncertainty. It has been demonstrated that the correlation with the fraction absorbed is greatly improved using the permeability data obtained under controlled hydrodynamics with paracellular transport included in the model.
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Affiliation(s)
- Matěj Velický
- School of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, UK
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Sun N, Avdeef A. Biorelevant pK(a) (37 °C) predicted from the 2D structure of the molecule and its pK(a) at 25 °C. J Pharm Biomed Anal 2011; 56:173-82. [PMID: 21652160 DOI: 10.1016/j.jpba.2011.05.007] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2011] [Revised: 05/09/2011] [Accepted: 05/10/2011] [Indexed: 11/25/2022]
Abstract
Values of the ionization constants at 37 °C, which are scarcely reported, are more meaningful for interpreting mechanisms of cellular transport by ionizable molecules and in mechanistic dissolution studies, which are often performed at the biorelevant temperature. An equation was developed where the pK(a) values of drug-like molecules determined at 25 °C can be simply converted to values at 37 °C, without additional measurement. The differences between the values, ΔpK(a)=pK(a)³⁷-pK(a)²⁵, were linearly fitted to a function of pK(a)²⁵ and the standard entropy of ionization, ΔS°, where the latter term was approximated by the five Abraham linear free energy solvation descriptors using multiple linear regression. The Abraham descriptors (H-bond donor and acceptor strengths, dipolar solute-solvent interactions potential, the pi- and n-electrons dispersion force, and molar volume) were determined from the 2-dimensional structure of the molecules. A total of 143 mostly drug-like molecules (207 pK(a) values at 25 °C and at 37 °C) were chosen for the study. The pK(a) values of many were determined here for the first time. Included were 34 weak acids, 85 weak bases, and 24 amphoteric compounds (6 ordinary ampholytes, 18 zwitterions).
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Affiliation(s)
- Na Sun
- pION INC, 5 Constitution Way, Woburn, MA 01801, USA.
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Cyprych K, Procek J, Langner M, Przybylo M. Improved method to evaluate the ability of compounds to destabilize the cellular plasma membrane. Chem Phys Lipids 2011; 164:276-82. [PMID: 21376712 DOI: 10.1016/j.chemphyslip.2011.02.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2010] [Revised: 02/16/2011] [Accepted: 02/24/2011] [Indexed: 11/26/2022]
Abstract
In the paper, we present an improved method for evaluation of a compound ability to destabilize erythrocyte plasma membrane. The proposed method is based on the continuous monitoring of the light scattered by erythrocytes exposed to osmotic pressure differences. The kinetics of hemolysis depends on the plasma membrane mechanics and the extent of the osmotic stress. Generally, the osmotic pressure difference of approximately 150 mOsm is taken for measurements, as a result of the equal volume mixing with the physiological salt solutions. In this approach the hemolytic process completion is not established which may result in poor quality and reproducibility of the experimental data. In consequence, inaccurate parameters of the kinetic are determined due to the low quality fitting to the, widely used, single exponential model. In the paper we propose a new experimental protocol allowing to determine the extended set of parameters for kinetics of hemolysis. Namely, the method of the minimal osmotic pressure difference determination is proposed which ensures the completeness of the hemolytic process. This step allows improving the quality and exactness of the calculated parameters. The developed methodology was tested on two qualitatively different, biologically relevant, experiments; evaluation of the peptide effect on the plasma membrane properties and differentiating between human and rabbit erythrocytes.
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Affiliation(s)
- K Cyprych
- Laboratory for Biophysics of Macromolecular Aggregates, Institute of Biomedical Engineering and Measurements, Wroclaw Technical University, Poland
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Liu X, Testa B, Fahr A. Lipophilicity and its relationship with passive drug permeation. Pharm Res 2010; 28:962-77. [PMID: 21052797 DOI: 10.1007/s11095-010-0303-7] [Citation(s) in RCA: 270] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2010] [Accepted: 10/11/2010] [Indexed: 12/18/2022]
Abstract
In this review, we first summarize the structure and properties of biological membranes and the routes of passive drug transfer through physiological barriers. Lipophilicity is then introduced in terms of the intermolecular interactions it encodes. Finally, lipophilicity indices from isotropic solvent systems and from anisotropic membrane-like systems are discussed for their capacity to predict passive drug permeation across biological membranes such as the intestinal epithelium, the blood-brain barrier (BBB) or the skin. The broad evidence presented here shows that beyond the predictive power of lipophilicity parameters, the various intermolecular forces they encode allow a mechanistic interpretation of passive drug permeation.
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Affiliation(s)
- Xiangli Liu
- Department of Pharmaceutical Technology, Friedrich-Schiller-Universität Jena, Lessingstrasse 8, 07743 Jena, Germany.
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Physicochemical selectivity of the BBB microenvironment governing passive diffusion--matching with a porcine brain lipid extract artificial membrane permeability model. Pharm Res 2010; 28:337-63. [PMID: 20945153 DOI: 10.1007/s11095-010-0280-x] [Citation(s) in RCA: 67] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2010] [Accepted: 09/13/2010] [Indexed: 12/22/2022]
Abstract
PURPOSE To mimic the physicochemical selectivity of the blood-brain barrier (BBB) and to predict its passive permeability using a PAMPA model based on porcine brain lipid extract (PBLE 10%w/v in alkane). METHODS Three PAMPA (BD pre-coated and PBLE with 2 different lipid volumes) models were tested with 108 drugs. Abraham solvation descriptors were used to interpret the in vitro-in vivo correlation with 282 in situ brain perfusion measurements, spanning over 5 orders of magnitude. An in combo PAMPA model was developed from combining measured PAMPA permeability with one H-bond descriptor. RESULTS The in combo PAMPA predicted 93% of the variance of 197 largely efflux-inhibited in situ permeability training set. The model was cross-validated by the "leave-many-out" procedure, with q(2) = 0.92 ± 0.03. The PAMPA models indicated the presence of paramembrane water channels. Only the PBLE-based PAMPA-BBB model with sufficient lipid to fill all the internal pore space of the filter showed a wide dynamic range window, selectivity coefficient near 1, and was suitable for predicting BBB permeability. CONCLUSION BBB permeability can be predicted by in combo PAMPA. Its speed and substantially lower cost, compared to in vivo measurements, make it an attractive first-pass screening method for BBB passive permeability.
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Avdeef A, Tam KY. How well can the Caco-2/Madin-Darby canine kidney models predict effective human jejunal permeability? J Med Chem 2010; 53:3566-84. [PMID: 20373811 DOI: 10.1021/jm901846t] [Citation(s) in RCA: 67] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
The study aimed to predict effective human jejunal permeability (P(eff)) using a biophysical model based on parametrized paracellular, aqueous boundary layer, and transcellular permeabilities, and the villus-fold surface area expansion factor (k(VF)). Published human jejunal data (119 P(eff), 53 compounds) were analyzed by a regression procedure incorporating a dual-pore size paracellular model. Transcellular permeability, scaled by k(VF), was equated to that of Caco-2 at pH 6.5. The biophysical model predicted human jejunal permeability data within the experimental uncertainty. This investigation revealed several surprising predictions: (i) many molecules permeate predominantly (but not exclusively) by the paracellular route, (ii) the aqueous boundary layer thickness in the intestinal perfusion experiments is larger than expected, (iii) the mucosal surface area in awake humans is apparently nearly entirely accessible to drug absorption, and (iv) the relative "leakiness" of the human jejunum is not so different from that observed in a number of published Caco-2 studies.
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Affiliation(s)
- Alex Avdeef
- pION Inc., 5 Constitution Way, Woburn, Massachusetts 01801, USA.
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Avdeef A. Leakiness and size exclusion of paracellular channels in cultured epithelial cell monolayers-interlaboratory comparison. Pharm Res 2010; 27:480-9. [PMID: 20069445 DOI: 10.1007/s11095-009-0036-7] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2009] [Accepted: 12/10/2009] [Indexed: 11/30/2022]
Abstract
PURPOSE To determine and compare the paracellular characteristics of permeability (Papp) of Caco (-2), MDCK, and 2/4/A1 cell lines. METHODS The Papp data from 14 studies were analyzed by weighted nonlinear regression in terms of the paracellular parameters: porosity-pathlength (epsilon/delta), pore radius (R), and electrostatic potential drop (deltaphi). Aqueous diffusivities, Daq, for the analysis, were empirically determined. The required hydrodynamic radii, rHYD, were estimated without knowledge of compound density. Mannitol iso-paracellular profiles allowed comparisons of "leakiness" across labs. RESULTS Daq (37 degreeC) was predicted as 9.9x10(-5) MW(-0.453); rHYD=(0.92+21.8 MW(-1))xrSE, where rSE is the Stokes-Einstein radius. Values of pore radius ranged from 4.0(+/-0.1) to 18(+/-3) A, with the 2/4/A1 indicating the largest pores. The epsilon/delta capacity factor ranged from 0.2 (+/-0.1) to 69 (+/-5) cm(-1), with most values <1.5 cm(-1). The average potential drop for Caco-2 models was deltaphi(wt avg) Caco(-2)=(-43)+/-20 mV. The paracellular model predicted measured log Papp values with pooled r2=0.93 and s=0.17 (n=108). CONCLUSION R and epsilon/delta are negatively correlated to a large extent. Papp can be rate-limited by either factor, with a wide range of possible combinations still indicating nearly constant leakiness for a given marker.
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Affiliation(s)
- Alex Avdeef
- pION INC, 5 Constitution Way, Woburn, Massachusetts 01801,USA.
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