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Usman M, Ali W, Alarfaji SS, Tamulevičius S. Trace detection of antibiotics in wastewater using tunable core-shell nanoparticles SERS substrate combined with machine learning algorithms. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2025; 330:125700. [PMID: 39793252 DOI: 10.1016/j.saa.2025.125700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 12/11/2024] [Accepted: 01/02/2025] [Indexed: 01/13/2025]
Abstract
Surface-enhanced Raman scattering (SERS) show great potential for rapid and highly sensitive detection of trace amounts of contamination from the environment in the surface aquatic ecosystem. The widespread use of antibiotics has resulted in serious degradation of the water environment in the past few years, and their substantial residual contamination of wastewater has a harmful effect on ecosystems, which is associated with the development of antibiotic-resistant bacterial strains. However, in this study, a novel approach of core-shell nanoparticles GNRs@1,4-BDT@Ag was used for the quantitative measurement of the concentration of antibiotics in wastewater solutions using the SERS technique coupled with computational methods. In our experiments, we selected commonly used antibiotics such as ciprofloxacin and levofloxacin in wastewater solutions. We then obtained SERS spectra for each antibiotic and its various combinations at varying concentrations. We combined it with machine learning algorithms to accurately identify and quantify the SERS spectra of the residual antibiotics in the system. Principal Component Analysis (PCA) and Orthogonal Partial Least Squares Discriminant Analysis (OPLS-DA) were subsequently employed for clustering analysis of the SERS spectral datasets. To evaluate the performance of machine learning algorithms five metrics were applied. The classification results demonstrate that while most algorithms achieved over 95 % accuracy in antibiotics status prediction, the Support Vector Machine (SVM) model had the best performance, attaining a remarkable prediction accuracy of up to 99 %. This developed approach helps as a simple and expeditious tool for the analysis of antibiotics in wastewater and exhibits potential for broader applications in various domains.
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Affiliation(s)
- Muhammad Usman
- Institute of Materials Science, Kaunas University of Technology, K. Baršausko St. 59, LT-51423 Kaunas, Lithuania
| | - Wajid Ali
- Key Laboratory for Micro-Nano Physics and Technology of Hunan Province, College of Materials Science and Engineering, Hunan University, Changsha, Hunan 410082, PR China
| | - Saleh S Alarfaji
- Department of Chemistry, Faculty of Science, King Khalid University, P.O. Box 9004, Abha 61413, Saudi Arabia
| | - S Tamulevičius
- Institute of Materials Science, Kaunas University of Technology, K. Baršausko St. 59, LT-51423 Kaunas, Lithuania; Department of Physics, Kaunas University of Technology, Studentų St. 50, LT-51423 Kaunas, Lithuania.
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2
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Pal A, Oyane A, Inose T, Nakamura M, Nishida E, Miyaji H. Fabrication of Ciprofloxacin-Immobilized Calcium Phosphate Particles for Dental Drug Delivery. MATERIALS (BASEL, SWITZERLAND) 2024; 17:2035. [PMID: 38730839 PMCID: PMC11084973 DOI: 10.3390/ma17092035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 04/19/2024] [Accepted: 04/23/2024] [Indexed: 05/13/2024]
Abstract
Calcium phosphate (CaP) particles immobilizing antibacterial agents have the potential to be used as dental disinfectants. In this study, we fabricated CaP particles with immobilized ciprofloxacin (CF), a commonly prescribed antibacterial agent, via a coprecipitation process using a supersaturated CaP solution. As the aging time in the coprecipitation process increased from 2 to 24 h, the CaP phase in the resulting particles transformed from amorphous to low-crystalline hydroxyapatite, and their Ca/P elemental ratio, yield, and CF content increased. Despite the higher CF content, the particles aged for 24 h displayed a slower release of CF in a physiological salt solution, most likely owing to their crystallized matrix (less soluble hydroxyapatite), than those aged for 2 h, whose matrix was amorphous CaP. Both particles exhibited antibacterial and antibiofilm activities along with an acid-neutralizing effect against the major oral bacteria, Streptococcus mutans, Porphyromonas gingivalis, and Actinomyces naeslundii, in a dose-dependent manner, although their dose-response relationship was slightly different. The aging time in the coprecipitation process was identified as a governing factor affecting the physicochemical properties of the resulting CF-immobilized CaP particles and their functionality as a dental disinfectant.
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Affiliation(s)
- Aniruddha Pal
- Nanomaterials Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), AIST Tsukuba Central 5, 1-1-1 Higashi, Tsukuba 305-8565, Japan; (A.P.); (T.I.); (M.N.)
| | - Ayako Oyane
- Nanomaterials Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), AIST Tsukuba Central 5, 1-1-1 Higashi, Tsukuba 305-8565, Japan; (A.P.); (T.I.); (M.N.)
| | - Tomoya Inose
- Nanomaterials Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), AIST Tsukuba Central 5, 1-1-1 Higashi, Tsukuba 305-8565, Japan; (A.P.); (T.I.); (M.N.)
| | - Maki Nakamura
- Nanomaterials Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), AIST Tsukuba Central 5, 1-1-1 Higashi, Tsukuba 305-8565, Japan; (A.P.); (T.I.); (M.N.)
| | - Erika Nishida
- Department of General Dentistry, Faculty of Dental Medicine, Hokkaido University, N13 W7 Kita-ku, Sapporo 060-8586, Japan; (E.N.); (H.M.)
| | - Hirofumi Miyaji
- Department of General Dentistry, Faculty of Dental Medicine, Hokkaido University, N13 W7 Kita-ku, Sapporo 060-8586, Japan; (E.N.); (H.M.)
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Stepanova M, Averianov I, Gofman I, Shevchenko N, Rubinstein A, Egorova T, Trulioff A, Nashchekina Y, Kudryavtsev I, Demyanova E, Korzhikova-Vlakh E, Korzhikov-Vlakh V. Drug Loaded 3D-Printed Poly(ε-Caprolactone) Scaffolds for Local Antibacterial or Anti-Inflammatory Treatment in Bone Regeneration. Polymers (Basel) 2023; 15:3957. [PMID: 37836006 PMCID: PMC10575412 DOI: 10.3390/polym15193957] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 09/23/2023] [Accepted: 09/27/2023] [Indexed: 10/15/2023] Open
Abstract
Annual bone grafting surgeries due to bone fractures, resections of affected bones, skeletal anomalies, osteoporosis, etc. exceed two million worldwide. In this regard, the creation of new materials for bone tissue repair is one of the urgent tasks of modern medicine. Additive manufacturing, or 3D printing, offers great opportunities for the development of materials with diverse properties and designs. In this study, the one-pot technique for the production of 3D scaffolds based on poly(ε-caprolactone) (PCL) loaded with an antibiotic or anti-inflammatory drug was proposed. In contrast to previously described methods to prepare drug-containing scaffolds, drug-loaded PCL scaffolds were prepared by direct 3D printing from a polymer/drug blend. An investigation of the mechanical properties of 3D-printed scaffolds containing 0.5-5 wt% ciprofloxacin (CIP) or dexamethasone (DEX) showed almost no effect of the drug (compression modulus ~70-90 MPa) compared to unfilled PCL (74 MPa). At the same time, introducing the drug and increasing its content in the PCL matrix contributed to a 1.8-6.8-fold decrease in the specific surface area of the scaffold, depending on composition. The release of CIP and DEX in phosphate buffer solution and in the same buffer containing lipase revealed a faster release in enzyme-containing medium within 45 days. Furthermore, drug release was more intensive from scaffolds with a low drug load. Analysis of the release profiles using a number of mathematical dissolution models led to the conclusion that diffusion dominates over other probable factors. In vitro biological evaluation of the scaffolds containing DEX showed moderate toxicity against osteoblast-like and leukemia monocytic cells. Being 3D-printed together with PCL both drugs retain their biological activity. PCL/CIP and PCL/DEX scaffolds demonstrated antibacterial properties against Pseudomonas aeruginosa (a total inhibition after 48 h) and anti-inflammatory activity in experiments on TNFα-activated monocyte cells (a 4-time reduction in CD-54 expression relative to control), respectively.
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Affiliation(s)
- Mariia Stepanova
- Institute of Macromolecular Compounds, Russian Academy of Sciences, 199004 St. Petersburg, Russia; (M.S.); (I.A.); (I.G.); (N.S.); (E.K.-V.)
| | - Ilia Averianov
- Institute of Macromolecular Compounds, Russian Academy of Sciences, 199004 St. Petersburg, Russia; (M.S.); (I.A.); (I.G.); (N.S.); (E.K.-V.)
| | - Iosif Gofman
- Institute of Macromolecular Compounds, Russian Academy of Sciences, 199004 St. Petersburg, Russia; (M.S.); (I.A.); (I.G.); (N.S.); (E.K.-V.)
| | - Natalia Shevchenko
- Institute of Macromolecular Compounds, Russian Academy of Sciences, 199004 St. Petersburg, Russia; (M.S.); (I.A.); (I.G.); (N.S.); (E.K.-V.)
| | - Artem Rubinstein
- Institute of Experimental Medicine, 197376 St. Petersburg, Russia; (A.R.); (A.T.); (I.K.)
| | - Tatiana Egorova
- State Research Institute of Highly Pure Biopreparations FMBA of Russia, 197110 St. Petersburg, Russia; (T.E.); (E.D.)
| | - Andrey Trulioff
- Institute of Experimental Medicine, 197376 St. Petersburg, Russia; (A.R.); (A.T.); (I.K.)
| | - Yulia Nashchekina
- Institute of Cytology, Russian Academy of Sciences, 194064 St. Petersburg, Russia;
| | - Igor Kudryavtsev
- Institute of Experimental Medicine, 197376 St. Petersburg, Russia; (A.R.); (A.T.); (I.K.)
- School of Biomedicine, Far Eastern Federal University, 10 Ajax Bay, Russky Island, 690922 Vladivostok, Russia
| | - Elena Demyanova
- State Research Institute of Highly Pure Biopreparations FMBA of Russia, 197110 St. Petersburg, Russia; (T.E.); (E.D.)
| | - Evgenia Korzhikova-Vlakh
- Institute of Macromolecular Compounds, Russian Academy of Sciences, 199004 St. Petersburg, Russia; (M.S.); (I.A.); (I.G.); (N.S.); (E.K.-V.)
| | - Viktor Korzhikov-Vlakh
- Institute of Macromolecular Compounds, Russian Academy of Sciences, 199004 St. Petersburg, Russia; (M.S.); (I.A.); (I.G.); (N.S.); (E.K.-V.)
- Institute of Chemistry, Saint-Petersburg State University, 198504 St. Petersburg, Russia
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Hamed R, Abu Alata W, Abu-Sini M, Abulebdah DH, Hammad AM, Aburayya R. Development and Comparative Evaluation of Ciprofloxacin Nanoemulsion-Loaded Bigels Prepared Using Different Ratios of Oleogel to Hydrogels. Gels 2023; 9:592. [PMID: 37504471 PMCID: PMC10379317 DOI: 10.3390/gels9070592] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 07/19/2023] [Accepted: 07/20/2023] [Indexed: 07/29/2023] Open
Abstract
Nanoemulsions and bigels are biphasic delivery systems that can be used for topical applications. The aim of this study was to incorporate an oil-in-water ciprofloxacin hydrochloride nanoemulsion (CIP.HCl NE) into two types of bigels, Type I (oleogel (OL)-in-hydrogel (WH)) and Type II (WH-in-OL) to enhance drug penetration into skin and treat topical bacterial infections. Bigels were prepared at various ratios of OL and WH (1:1, 1:2, and 1:4). Initially, CIP.HCl NE was prepared and characterized in terms of droplet size, zeta potential, polydispersity index, morphology, and thermodynamic and chemical stability. Then CIP.HCl NE was dispersed into the OL or WH phase of the bigel. The primary physical stability studies showed that Type I bigels were physically stable, showing no phase separation. Whereas Type II bigels were physically unstable, hence excluded from the study. Type I bigels were subjected to microstructural, rheological, in vitro release, antimicrobial, and stability studies. The microscopic images showed a highly structured bigel network with nanoemulsion droplets dispersed within the bigel network. Additionally, bigels exhibited pseudoplastic flow and viscoelastic properties. A complete drug release was achieved after 4-5 h. The in vitro and ex vivo antimicrobial studies revealed that bigels exhibited antimicrobial activity against different bacterial strains. Moreover, stability studies showed that the rheological properties and physical and chemical stability varied based on the bigel composition over three months. Therefore, the physicochemical and rheological properties, drug release rate, and antimicrobial activity of Type I bigels could be modified by altering the OL to WH ratio and the phase in which the nanoemulsion dispersed in.
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Affiliation(s)
- Rania Hamed
- Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, P.O. Box 130, Amman 11733, Jordan
| | - Wala'a Abu Alata
- Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, P.O. Box 130, Amman 11733, Jordan
| | - Mohammad Abu-Sini
- Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, P.O. Box 130, Amman 11733, Jordan
| | - Dina H Abulebdah
- Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, P.O. Box 130, Amman 11733, Jordan
| | - Alaa M Hammad
- Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, P.O. Box 130, Amman 11733, Jordan
| | - Rafa Aburayya
- Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, P.O. Box 130, Amman 11733, Jordan
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5
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Nugrahani I, Herawati D, Wibowo MS. The Benefits and Challenges of Antibiotics-Non-Steroidal Anti-Inflammatory Drugs Non-Covalent Reaction. Molecules 2023; 28:molecules28093672. [PMID: 37175082 PMCID: PMC10179822 DOI: 10.3390/molecules28093672] [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: 12/12/2022] [Revised: 03/09/2023] [Accepted: 04/03/2023] [Indexed: 05/15/2023] Open
Abstract
Recently, non-covalent reactions have emerged as approaches to improve the physicochemical properties of active pharmaceutical ingredients (API), including antibiotics and non-steroidal anti-inflammatory drugs (NSAIDs). This review aimed to present and discuss the non-covalent reaction products of antibiotics, including salt and neutral multi-component solid forms, by framing their substituents and molar ratios, manufacturing techniques, characterization methods, benefits, potency changes, and toxicity, and is completed with an analysis of the development of computational models used in this field. Based on the data, NSAIDs are the most-developed drugs in multi-component system preparations, followed by antibiotics, i.e., antituberculosis and fluoroquinolones. They have reacted with inorganic elements, excipients, nutraceuticals, natural products, and other drugs. However, in terms of treatments for common infections, fluoroquinolones are more frequently used. Generally, NSAIDs are acquired on an over-the-counter basis, causing inappropriate medication. In addition, the pKa differences between the two groups of medicine offer the potential for them to react non-covalently. Hence, this review highlights fluoroquinolone-NSAID multi-component solid systems, which offer some benefits. These systems can increase patient compliance and promote the appropriate monitoring of drug usage; the dual drug multi-component solids have been proven to improve the physicochemical properties of one or both components, especially in terms of solubility and stability. In addition, some reports show an enhancement of the antibiotic activity of the products. However, it is important to consider the possibility of activity changes, interaction, and toxicity when using drug combinations. Hence, these aspects also are discussed in this review. Finally, we present computational modeling, which has been utilized broadly to support multi-component system designs, including coformer screening, preparation methods, and structural modeling, as well as to predict physicochemical properties, potency, and toxicity. This integrated review is expected to be useful for further antibiotic-NSAID multi-component system development.
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Affiliation(s)
- Ilma Nugrahani
- School of Pharmacy, Bandung Institute of Technology, Bandung 40132, Indonesia
| | - Diar Herawati
- School of Pharmacy, Bandung Institute of Technology, Bandung 40132, Indonesia
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6
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Enhanced NSAIDs Solubility in Drug-Drug Formulations with Ciprofloxacin. Int J Mol Sci 2023; 24:ijms24043305. [PMID: 36834716 PMCID: PMC9964002 DOI: 10.3390/ijms24043305] [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: 12/23/2022] [Revised: 01/12/2023] [Accepted: 02/06/2023] [Indexed: 02/10/2023] Open
Abstract
Drug-drug salts are a kind of pharmaceutical multicomponent solid in which the two co-existing components are active pharmaceutical ingredients (APIs) in their ionized forms. This novel approach has attracted great interest in the pharmaceutical industry since it not only allows concomitant formulations but also has proved potential to improve the pharmacokinetics of the involved APIs. This is especially interesting for those APIs that have relevant dose-dependent secondary effects, such as non-steroidal anti-inflammatory drugs (NSAIDs). In this work, six multidrug salts involving six different NSAIDs and the antibiotic ciprofloxacin are reported. The novel solids were synthesized using mechanochemical methods and comprehensively characterized in the solid state. Moreover, solubility and stability studies, as well as bacterial inhibition assays, were performed. Our results suggest that our drug-drug formulations enhanced the solubility of NSAIDs without affecting the antibiotic efficacy.
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7
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Chuiprasert J, Srinives S, Boontanon N, Polprasert C, Ramungul N, Lertthanaphol N, Karawek A, Boontanon SK. Electrochemical Sensor Based on a Composite of Reduced Graphene Oxide and Molecularly Imprinted Copolymer of Polyaniline-Poly( o-phenylenediamine) for Ciprofloxacin Determination: Fabrication, Characterization, and Performance Evaluation. ACS OMEGA 2023; 8:2564-2574. [PMID: 36687093 PMCID: PMC9850462 DOI: 10.1021/acsomega.2c07095] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 12/19/2022] [Indexed: 06/17/2023]
Abstract
Contamination of antibiotics in water is a major cause of antibiotic resistance (ABR) in pathogens that endangers human health and food security worldwide. Ciprofloxacin (CIP) is a synthetic fluoroquinolone (FQ) antibiotic and is reportedly present in surface water at a concentration exceeding the ecotoxicological predicted no-effect concentration in some areas. This study fabricated a CIP sensor using an electropolymerized molecularly imprinted polymer (MIP) of polyaniline (PANI) and poly(o-phenylenediamine) (o-PDA) with CIP recognition sites. The MIP was coated on a reduced graphene oxide (rGO)-modified glassy carbon electrode (rGO/GCE) and operated under a differential pulse voltammetry (DPV) mode for CIP detection. The sensor exhibited an excellent response from 1.0 × 10-9 to 5.0 × 10-7 mol L-1 CIP, showing a sensor detection limit and sensitivity of 5.28 × 10-11 mol L-1 and 5.78 μA mol-1 L, respectively. The sensor's sensitivity for CIP was 1.5 times higher than that of the other tested antibiotics, including enrofloxacin (ENR), ofloxacin (OFX), sulfamethoxazole (SMZ), and piperacillin sodium salt (PIP). The reproducibility and reusability of the sensor devices were also studied.
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Affiliation(s)
- Jedsada Chuiprasert
- Graduate
Program in Environmental and Water Resources Engineering, Department
of Civil and Environmental Engineering, Faculty of Engineering, Mahidol University, Salaya, Phuttamonthon, Nakhon
Pathom 73170, Thailand
| | - Sira Srinives
- Nanocomposite
Engineering Laboratory (NanoCEN), Department of Chemical Engineering,
Faculty of Engineering, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand
| | - Narin Boontanon
- Faculty
of Environment and Resource Studies, Mahidol
University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand
| | - Chongrak Polprasert
- Department
of Civil Engineering, Faculty of Engineering, Thammasat University, Khlong Nueng, Khlong Luang, Pathum Thani 12120, Thailand
| | - Nudjarin Ramungul
- National
Metal and Materials Technology Center, National Science and Technology
Development Agency, Khlong
Nueng, Khlong Luang, Pathum Thani 12120, Thailand
| | - Napat Lertthanaphol
- Nanocomposite
Engineering Laboratory (NanoCEN), Department of Chemical Engineering,
Faculty of Engineering, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand
| | - Apisit Karawek
- Nanocomposite
Engineering Laboratory (NanoCEN), Department of Chemical Engineering,
Faculty of Engineering, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand
| | - Suwanna Kitpati Boontanon
- Graduate
Program in Environmental and Water Resources Engineering, Department
of Civil and Environmental Engineering, Faculty of Engineering, Mahidol University, Salaya, Phuttamonthon, Nakhon
Pathom 73170, Thailand
- Graduate
School of Global Environmental Studies, Kyoto University, Yoshida-Honmachi,
Sakyo-ku, Kyoto 606-8501, Japan
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Stability and Antibiotic Potency Improvement of Levofloxacin by Producing New Salts with 2,6- and 3,5-Dihydroxybenzoic Acid and Their Comprehensive Structural Study. Pharmaceutics 2022; 15:pharmaceutics15010124. [PMID: 36678753 PMCID: PMC9861140 DOI: 10.3390/pharmaceutics15010124] [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: 11/30/2022] [Revised: 12/24/2022] [Accepted: 12/26/2022] [Indexed: 01/01/2023] Open
Abstract
Recently, solid-state engineering has become a promising approach to improving the stability and potency of antibiotics. Levofloxacin (LF) is a broad-spectrum fluoroquinolone antibiotic marketed in solid and solution dosage forms. However, this substance forms solid hydrates under ambient conditions and degrades due to lighting, which may change its solid properties and dose. In addition, resistance cases have been reported due to long-time antibiotic usage. This research aims to allow LF to react with antioxidant dihydroxybenzoic acid (DHBA), which has low antimicrobial activity, to produce a more stable compound under water and lighting conditions and improve LF's potency. The experiment begins with a screening to select potential DHBA isomers that can react with LF and predict the stoichiometric ratio using phase diagrams, which show that 2,6-DHBA and 3,5-DHBA are prospective antioxidants that can react with LF in a (1:1) molar ratio. Multicomponent systems are prepared by dissolving the LF-DHBA mixture in (1:1) ethanol-methanol (95% grade) and evaporating it. Then, the new solid phase formation is confirmed by thermal analysis and powder X-ray diffractometry. Next, infrared spectrophotometry and neutron magnetic resonance analyses are used to identify the LF-DHBA's interactions. Finally, single-crystal X-ray diffractometry is used to solve the three-dimensional structure of the multicomponent system. We then conduct a hygroscopicity and stability test followed by a lighting and potency test using the microdilution method. Our data reveal that both reactions produce salts, which are named LF-26 and LF-35, respectively. Structurally, LF-26 is found in an anhydrous form with a triclinic crystal packing, while LF-35 is a hemihydrate in a monoclinic system. Afterward, both salts are proven more stable regarding water adsorption and UV lighting than LF. Finally, both multicomponent systems have an approximately two-fold higher antibiotic potency than LF. LF-26 and LF-35 are suitable for further development in solid and liquid dosage formulations, especially LF-35, which has superior stability compared with LF-26.
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Nugrahani I, Susanti E, Adawiyah T, Santosa S, Laksana AN. Non-Covalent Reactions Supporting Antiviral Development. MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27249051. [PMID: 36558183 PMCID: PMC9783875 DOI: 10.3390/molecules27249051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 12/08/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022]
Abstract
Viruses are the current big enemy of the world's healthcare systems. As the small infector causes various deadly diseases, from influenza and HIV to COVID-19, the virus continues to evolve from one type to its mutants. Therefore, the development of antivirals demands tremendous attention and resources for drug researchers around the world. Active pharmaceutical ingredients (API) development includes discovering new drug compounds and developing existing ones. However, to innovate a new antiviral takes a very long time to test its safety and effectiveness, from structure modeling to synthesis, and then requires various stages of clinical trials. Meanwhile, developing the existing API can be more efficient because it reduces many development stages. One approach in this effort is to modify the solid structures to improve their physicochemical properties and enhance their activity. This review discusses antiviral multicomponent systems under the research phase and has been marketed. The discussion includes the types of antivirals, their counterpart compound, screening, manufacturing methods, multicomponent systems yielded, characterization methods, physicochemical properties, and their effects on their pharmacological activities. It is hoped that the opportunities and challenges of solid antiviral drug modifications can be drawn in this review as important information for further antiviral development.
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Agalya P, Cholan S, Prabu K, Suresh Kumar G, Karunakaran G, Shkir M, Kolesnikov E, Ramalingam S. Ultrasonic assisted in situ mineralization of hydroxyapatite nanoparticles in the presence of drug molecule: An insight on biowaste derived materials for the local drug delivery. INORG CHEM COMMUN 2022. [DOI: 10.1016/j.inoche.2022.109788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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11
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Islam NU, Umar MN, Khan E, Al-Joufi FA, Abed SN, Said M, Ullah H, Iftikhar M, Zahoor M, Khan FA. Levofloxacin Cocrystal/Salt with Phthalimide and Caffeic Acid as Promising Solid-State Approach to Improve Antimicrobial Efficiency. Antibiotics (Basel) 2022; 11:797. [PMID: 35740203 PMCID: PMC9220774 DOI: 10.3390/antibiotics11060797] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 06/06/2022] [Accepted: 06/09/2022] [Indexed: 02/01/2023] Open
Abstract
To overcome the issue of multidrug resistant (MDR) microbes, the exploration of ways to improve the antimicrobial efficiency of existing antibiotics is one of the promising approaches. In search of synthons with higher efficiency, in current investigations, cocrystal and amorphous salt of levofloxacin hemihydrate (LEV) were developed with phthalimide (PTH) and caffeic acid (CFA). New materials were characterized with the help of FT-IR, Raman spectroscopy, powder X-ray diffraction (PXRD), differential scanning calorimetry (DSC) and thermogravimetric analysis (TGA). Shifting, attenuation, appearance/disappearance and broadening of bands were observed in the FT-IR and Raman spectra of the materials as evidence of the required product. The PXRD diffraction pattern observed for LEV-PTH indicated cocrystal while halo diffractogram of LEV-CFA revealed amorphous nature. DSC/TG analysis confirmed the hydrated nature of the cocrystal/salt. The dissolution rate and antimicrobial activity against selected strains, K.pneumonia, E. coli and S. typhi of parent drug and the new material were compared. The zone of inhibition (ZI) observed for 5 µg LEV-PTH was 30.4 + 0.36 (K. pneumonia), 26.33 + 0.35 (E. coli) and 30.03 + 0.25 mm (S. typhi) while LEV-CFA salt (5 µg) against the same strains inhibited 33.96 ± 0.25, 31.66 ± 0.35 and 27.93 ± 0.40 mm, respectively. These novel formulations enhance the dissolution rate as well as antibacterial efficiency and are expected to be potent against MDR bacterial strains.
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Affiliation(s)
- Noor Ul Islam
- Department of Chemistry, University of Malakand, Chakdara, Dir Lower 18800, Khyber Pakhtunkhwa, Pakistan; (N.U.I.); (M.N.U.); (E.K.); (M.S.)
| | - Muhammad Naveed Umar
- Department of Chemistry, University of Malakand, Chakdara, Dir Lower 18800, Khyber Pakhtunkhwa, Pakistan; (N.U.I.); (M.N.U.); (E.K.); (M.S.)
| | - Ezzat Khan
- Department of Chemistry, University of Malakand, Chakdara, Dir Lower 18800, Khyber Pakhtunkhwa, Pakistan; (N.U.I.); (M.N.U.); (E.K.); (M.S.)
- Department of Chemistry, College of Science, University of Bahrain, Sakhir 32038, Bahrain
| | - Fakhria A. Al-Joufi
- Department of Pharmacology, College of Pharmacy, Jouf University, Aljouf 72341, Saudi Arabia;
| | - Shaymaa Najm Abed
- Nursing Department, College of Applied Medical Sciences, Jouf University, Sakaka 72311, Saudi Arabia;
| | - Muhammad Said
- Department of Chemistry, University of Malakand, Chakdara, Dir Lower 18800, Khyber Pakhtunkhwa, Pakistan; (N.U.I.); (M.N.U.); (E.K.); (M.S.)
| | - Habib Ullah
- Department of Nuclear and Quantum Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Korea;
| | - Muhammad Iftikhar
- Department of Biochemistry, University of Malakand, Chakdara, Dir Lower 18800, Khyber Pakhtunkhwa, Pakistan;
| | - Muhammad Zahoor
- Department of Biochemistry, University of Malakand, Chakdara, Dir Lower 18800, Khyber Pakhtunkhwa, Pakistan;
| | - Farhat Ali Khan
- Department of Pharmacy, Shaheed Benazir Bhuto University, Sheringal, Dir Upper 18000, Khyber Pakhtunkhwa, Pakistan;
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12
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New Organic Salt from Levofloxacin-Citric Acid: What Is the Impact on the Stability and Antibiotic Potency? MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27072166. [PMID: 35408567 PMCID: PMC9000237 DOI: 10.3390/molecules27072166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 03/16/2022] [Accepted: 03/24/2022] [Indexed: 11/17/2022]
Abstract
This research dealt with the composition, structure determination, stability, and antibiotic potency of a novel organic salt composed of levofloxacin (LF) and citric acid (CA), named levofloxacin-citrate (LC). After a stoichiometric proportion screening, the antibiotic-antioxidant reaction was conducted by slow and fast evaporation methods. A series of characterizations using thermal analysis, powder X-ray diffractometry, vibrational spectroscopy, and nuclear magnetic resonance confirmed LC formation. The new organic salt showed a distinct thermogram and diffractogram. Next, Fourier transform infrared indicated the change in N-methylamine and carboxylic stretching, confirmed by 1H nuclear magnetic resonance spectra to elucidate the 2D structure. Finally, single-crystal diffractometry determined LC as a new salt structure three-dimensionally. The attributive improvements were demonstrated on the stability toward the humidity and lighting of LC compared to LF alone. Moreover, the antibiotic potency of LF against Staphylococcus aureus (Gram-positive) and Escherichia coli (Gram-negative) enhanced ~1.5–2-fold by LC. Hereafter, LC is a potential salt antibiotic-antioxidant combination for dosage formulas development.
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13
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Nugraha YP, Sugiyama H, Uekusa H. Ciprofloxacin salt and salt co-crystal with di-hydroxy-benzoic acids. Acta Crystallogr E Crystallogr Commun 2022; 78:259-263. [PMID: 35371545 PMCID: PMC8900500 DOI: 10.1107/s2056989022001177] [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: 01/12/2022] [Accepted: 02/01/2022] [Indexed: 12/02/2022]
Abstract
The crystal structure of two multi-component crystals of ciprofloxacin [systematic name: 1-cyclo-propyl-6-fluoro-4-oxo-7-(piperazin-1-yl)quinoline-3-carb--oxy-lic acid], a fluoro-quinolone anti-biotic, namely, ciprofloxacin 2,6-di-hydroxy-benzoate salt, C17H19FN3O3 +·C7H5O4 -, (I), and ciprofloxacin hydro-chloride-3,5-di-hydroxy-benzoic-water (1/1/1), C17H19FN3O3 +·Cl-·C7H6O4·H2O, (II), were determined. In (I) and (II), the ciprofloxacin cations are connected via head-to-tail N-H⋯O hydrogen bonding. Both structures show an alternating layered arrangement between ciprofloxacin and di-hydroxy-benzoic acid.
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Affiliation(s)
- Yuda Prasetya Nugraha
- Department of Pharmaceutics, School of Pharmacy, Bandung Institute of Technology, Bandung 40132, Indonesia
| | - Haruki Sugiyama
- Research and Education Center for Natural Sciences, Keio University, Hiyoshi, 4-1-1, Kohoku, Yokohama 223-8521, Japan
- Department of Life and Coordination-Complex Molecular Science, Institute for Molecular Science, Myodaiji, Okazaki 444-8787, Japan
| | - Hidehiro Uekusa
- Department of Chemistry, Tokyo Institute of Technology, 2-12-1, Ookayama, Meguro, Tokyo 152-8551, Japan
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14
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Ul Islam N, Khan E, Naveed Umar M, Shah A, Zahoor M, Ullah R, Bari A. Enhancing Dissolution Rate and Antibacterial Efficiency of Azithromycin through Drug-Drug Cocrystals with Paracetamol. Antibiotics (Basel) 2021; 10:antibiotics10080939. [PMID: 34438989 PMCID: PMC8388915 DOI: 10.3390/antibiotics10080939] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 06/16/2021] [Accepted: 07/09/2021] [Indexed: 11/23/2022] Open
Abstract
Cocrystallization is a promising approach to alter physicochemical properties of active pharmaceutical ingredients (hereafter abbreviated as APIs) bearing poor profile. Nowadays pharmaceutical industries are focused on preparing drug-drug cocrystals of APIs that are often prescribed in combination therapies by physicians. Physicians normally prescribe antibiotic with an analgesic/antipyretic drug to combat several ailments in a better and more efficient way. In this work, azithromycin (AZT) and paracetamol (PCM) cocrystals were prepared in 1:1 molar ratio using slow solvent evaporation method. The cocrystals were characterized by Fourier transform infrared (FTIR), Raman spectroscopy, powder X-ray diffraction (PXRD), differential scanning calorimeter (DSC), thermo gravimetric analysis (TGA) and high-performance liquid chromatography (HPLC). Vibrational spectroscopy and DSC confirmed that both APIs interact physically and showed chemical compatibility, while PXRD pattern of the starting material and products revealed that cocrystal have in a unique crystalline phase. The degree of hydration was confirmed by TGA analysis and result indicates monohydrate cocrystal formation. The HPLC analysis confirmed equimolar ratio of AZT:PCM in the cocrystal. The in vitro dissolution rate, saturation solubility, and antimicrobial activity were evaluated for AZT dihydrate and the resulting cocrystals. The cocrystals exhibited better dissolution rate, solubility and enhanced biological activities.
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Affiliation(s)
- Noor Ul Islam
- Department of Chemistry, University of Malakand, Chakdara 18800, Pakistan; (N.U.I.); (E.K.)
| | - Ezzat Khan
- Department of Chemistry, University of Malakand, Chakdara 18800, Pakistan; (N.U.I.); (E.K.)
- Department of Chemistry, College of Science, University of Bahrain, Sakhir 32038, Bahrain
| | - Muhammad Naveed Umar
- Jacobs University School of Life Sciences and Chemistry, Campus Ring 1, 28759 Bremen, Germany;
| | - Attaullah Shah
- Pakistan Institute of Engineering and Applied Sciences, National Institute of Lasers and Optronics College (NILOP-C, PIEAS), Islamabad 44000, Pakistan;
| | - Muhammad Zahoor
- Department of Biochemistry, University of Malakand, Chakdara 18800, Pakistan
- Correspondence:
| | - Riaz Ullah
- Department of Pharmacognosy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia;
| | - Ahmed Bari
- Department of Pharmaceutical Chemistry, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia;
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15
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Nugrahani I, Fisandra F, Horikawa A, Uekusa H. New Sodium Mefenamate - Nicotinamide Multicomponent Crystal Development to Modulate Solubility and Dissolution: Preparation, Structural, and Performance Study. J Pharm Sci 2021; 110:3246-3260. [PMID: 34090898 DOI: 10.1016/j.xphs.2021.05.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 05/29/2021] [Accepted: 05/29/2021] [Indexed: 10/21/2022]
Abstract
A cocrystal of mefenamic acid (MA) - nicotinamide (NA) has been reported to increase the solubility of MA, but it still does not exceed the solubility of sodium mefenamate (SM). Accordingly, this research dealt with a new salt cocrystal arrangement of SM - NA. Cocrystal screening was performed, followed by powder and single-crystal preparation. Solvent drop grinding and slow evaporation at cold and ambient temperatures were employed to produce the multicomponent crystal. Two new salt cocrystals were found as hemihydrates and monohydrates, named SMN-HH and SMN-MH, respectively. SMN-MH single crystals were successfully isolated and structurally analyzed using a single crystal X-ray diffractometer. Pharmaceutical properties were investigated, including hydrate stability, solubility, and intrinsic dissolution. The experiments showed that the hemihydrate was stable under ambient humidity and temperature, and that the monohydrate rapidly changed to hemihydrate. Both hydrates improved the solubility and intrinsic dissolution of SM, but SMN-HH was superior. The data showed that SMN salt cocrystals combine the advantages of salt and cocrystals and show potential for dosage form development.
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Affiliation(s)
- Ilma Nugrahani
- School of Pharmacy, Bandung Institute of Technology, Indonesia.
| | | | - Ayano Horikawa
- Department of Chemistry, School of Science, Tokyo Institute of Technology, Japan
| | - Hidehiro Uekusa
- Department of Chemistry, School of Science, Tokyo Institute of Technology, Japan
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16
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Nugrahani I. Sustainable Pharmaceutical Preparation Methods and Solid-state Analysis Supporting Green Pharmacy. CURR PHARM ANAL 2021. [DOI: 10.2174/1573412916999200711150729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Every "entity" or compound has physical and chemical properties as references for the synthesis
and determination of the entity's structure. Thermodynamically, solid-state is the most stable
matter in the universe and to be the ideal form in structure elucidation of pharmaceutical. The dry
treatments, such as mechanochemistry, microwave heating, and the using of deep eutectic agent are
becoming popular. These techniques are viewed as futuristic methods for reducing environmental damage,
in line with "green pharmacy" concept. On the other hand, solid-state analysis methods from the
simplest to the most sophisticated one have been used in the long decades, but most are for qualitative
purposes. Recently many reports have proven that solid-state analysis instruments are reliable and prospective
for implementing in the quantitative measurement. Infrared spectroscopy, powder x-ray diffraction,
and differential scanning calorimetry have been employed in various kinetics and content determination
studies. A revolutionary method developed for structural elucidation is single-crystal diffraction,
which is capable of rapidly and accurately determining a three-dimensional chemical structure.
Hereby it is shown that the accurate, precise, economic, ease, rapid-speed, and reliability of solidstate
analysis methods are eco-benefits by reducing the reagent, catalyst, and organic solvent.
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Affiliation(s)
- Ilma Nugrahani
- Pharmacochemistry Department, School of Pharmacy, Bandung Institute of Technology, Bandung, Indonesia
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