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1.
J Photochem Photobiol B ; 253: 112889, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38492477

ABSTRACT

One of the studies on new drug delivery and release systems that has increased in recent years is the study using plasmonic nanoparticles. In this study, polydopamine nanoparticles (PDOP NPs), which contribute to photothermal drug release by near infrared radiation (NIR), were decorated with gold nanoparticles (AuNPs) to utilize their plasmonic properties, and a core-satellite-like system was formed. With this approach, epirubicin (EPI)-loaded PDOP NPs were prepared by utilizing the plasmonic properties of AuNPs. Scanning Electron Microscope (SEM), Fourier Transform Infrared Spectroscopy (FTIR), and X-ray Diffraction (XRD) methods were used to evaluate the structural properties of these particles. The release behavior of the prepared structures in acidic (pH 5.0) and neutral (pH 7.4) environments based on the ON/OFF approach was also examined. The biocompatibility properties of the particles were evaluated on mouse fibroblast (L929) and anticancer activities on neuroblastoma (SH-SY5Y) cells. The effects of prepared EPI-loaded particles and laser-controlled drug release on ROS production, genotoxicity, and apoptosis were also investigated in SH-SY5Y cells. With the calculated combination index (CI) value, it was shown that the activity of EPI-loaded AuNP@PDOP NPs increased synergistically with the ON/OFF-based approach. The developed combination approach is considered to be remarkable and promising for further evaluation before clinical use.


Subject(s)
Indoles , Nanoparticles , Neuroblastoma , Polymers , Animals , Humans , Mice , Drug Delivery Systems/methods , Drug Liberation , Epirubicin/pharmacology , Gold/chemistry , Metal Nanoparticles/toxicity , Nanoparticles/chemistry
2.
Drug Dev Ind Pharm ; 49(12): 715-722, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38087641

ABSTRACT

OBJECTIVE: Inflammation is a natural response of the organism, involving events responsible for releasing chemical mediators and requiring treatments of symptoms such as pain, redness, heat, swelling, and loss of tissue function. Piroxicam (PRX) is a non-steroidal anti-inflammatory drug with the effect of nonselective COX inhibitor activity; however, it shows poor bioavailability caused by the poor and slow water solubility. In this study, we developed PRX nanosuspensions with 200-500 nm in diameter to increase the bioavailability of PRX by improving its solubility. METHODS: PRX nanosuspensions were fabricated by High pressure homogenization method with PVA, SDS and Tween 80. The nanosuspensions were characterized by XRD, FTIR, DSC, and in vitro release. In vivo pharmacokinetic properties and anti-inflammatory effects were also investigated in rabbits. RESULTS: PRX nanosuspensions significantly increased the solubility (14.89 ± 0.03 mg/L for pure PRX and 16.75 ± 0.05 mg/L for PRX nanosuspensions) and dissolution rate as compared to the pure PRX (p < 0.05). Orally administered PRX nanosuspension (AUC 0-t is 49.26 ± 4.29 µg/mL × h) significantly improved the bioavailability of PRX (AUC 0-t is 28.40 ± 12.11 µg/mL × h). The anti-inflammatory effect of PRX nanosuspension was also investigated in rabbits and it was observed that PRX nanosuspension treatment significantly improved the inhibition of COX-2 and NFκB expression as compared to the PRX treatment (p < 0.05). CONCLUSIONS: The results in this study indicate that PRX nanosuspension is a promising nanomedicine for enhancing the anti-inflammatory activity of PRX and has a high potential for the treatment of inflammation.


Subject(s)
Nanoparticles , Piroxicam , Animals , Rabbits , Biological Availability , Nanoparticles/chemistry , Administration, Oral , Anti-Inflammatory Agents, Non-Steroidal , Inflammation , Solubility , Suspensions , Particle Size
3.
Crit Rev Anal Chem ; 53(2): 374-383, 2023.
Article in English | MEDLINE | ID: mdl-34334078

ABSTRACT

Nowadays, carbon nanotubes (CNTs) due to their inorganic conducting, semiconducting, and organic π-π stacking properties are becoming innovative materials. CNTs have an adjustable size, large surface area, and other significant chemical properties. Due to their excellent electrical, optical, and mechanical properties, CNTs play an important role in various application fields. In the past decade, many unique intrinsic physical and chemical properties have been intensively explored for pharmaceutical, biological, and biomedical applications. The functionalization of CNTs results in a remarkably reduced cytotoxicity and at the same time increased biocompatibility. The toxicity studies reveal that highly water-soluble and serum stable nanotubes are biocompatible, nontoxic, and potentially useful for biomedical applications. Ultrasensitive drug determination from its dosage form and/or biological samples with carbon nanotubes can be realized after surface modification. The main purpose of this review is to present recent achievements on CNTs which are investigated in electrochemical and chromatographically sensing technologies.


Subject(s)
Nanotubes, Carbon , Water
4.
Crit Rev Anal Chem ; 52(3): 481-503, 2022.
Article in English | MEDLINE | ID: mdl-32845726

ABSTRACT

Worldwide occurrence of cancer has initiated a global effort for the development and production of various anticancer drugs. Unfortunately, high potential toxicity and mutagenic and carcinogenic side effects have been reported for most of the anticancer drugs, which cause many problems for the patient even at a slight dosage. Considering this, thanks to their outstanding features such as high sensitivity, selectivity, and cheapness, electrochemical methods have received much attention in the development of quick, precise, and reliable (bio) sensors for the monitoring of anticancer drugs and cancer biomarkers. Here, procedures and approaches presented for the development of modified electrodes based on nanomaterials employed for the anticancer drugs and cancer biomarkers sensing are reviewed. The analytical performance of the constructed electrodes including physical and electrochemical properties together with their figures of merits is highlighted. Nanomaterials offer excellent features for anticancer drugs. They improve multi-drug resistance, site-specificity and enhance efficient delivery. The premature degradation, preventing interaction with biological systems, absorption of the drugs into the selected tissues, controlling of the pharmacokinetic properties and skipping distribution profile can be performed with nanomaterials. In this review, detailed features of nanomaterials in anticancer drug delivery systems will be presented together with the application of nanomaterials in electrochemical sensors.


Subject(s)
Antineoplastic Agents , Biosensing Techniques , Nanostructures , Neoplasms , Biomarkers, Tumor , Drug Delivery Systems , Electrochemical Techniques/methods , Humans , Nanostructures/chemistry , Neoplasms/drug therapy
5.
Arh Hig Rada Toksikol ; 73(4): 260-269, 2022 Dec 01.
Article in English | MEDLINE | ID: mdl-36607722

ABSTRACT

Moxifloxacin (MOX) is an important antibiotic commonly used in the treatment of recurrent Escherichia coli (E. coli) infections. The aim of this study was to investigate its antibacterial efficiency when used with solid lipid nanoparticles (SNLs) and nanostructured lipid carriers (NLCs) as delivery vehicles. For this purpose we designed two SLNs (SLN1 and SLN2) and two NLCs (NLC1 and NLC2) of different characteristics (particle size, size distribution, zeta potential, and encapsulation efficiency) and loaded them with MOX to determine its release, antibacterial activity against E. coli, and their cytotoxicity to the RAW 264.7 monocyte/macrophage-like cell line in vitro. With bacterial uptake of 57.29 %, SLN1 turned out to be significantly more effective than MOX given as standard solution, whereas SLN2, NLC1, and NLC2 formulations with respective bacterial uptakes of 50.74 %, 39.26 %, and 32.79 %, showed similar activity to standard MOX. Cytotoxicity testing did not reveal significant toxicity of nanoparticles, whether MOX-free or MOX-loaded, against RAW 264.7 cells. Our findings may show the way for a development of effective lipid carriers that reduce side effects and increase antibacterial treatment efficacy in view of the growing antibiotic resistance.


Subject(s)
Antineoplastic Agents , Nanoparticles , Moxifloxacin/pharmacology , Escherichia coli , Drug Carriers , Nanoparticles/toxicity , Anti-Bacterial Agents/toxicity , Lipids
6.
Food Chem Toxicol ; 154: 112323, 2021 Aug.
Article in English | MEDLINE | ID: mdl-34111492

ABSTRACT

Neuroblastoma, a neoplasm of the sympathetic nervous system, is the second most common extracranial malignant tumor of childhood and the most common solid tumor of infancy. Paclitaxel (taxol), a diterpenoid pseudoalkaloid isolated from the shells of Taxus brevifolia, is the first taxane derivative used in the clinic for cancer treatment. Poly (lactic-co-glycolic acid) (PLGA) is one of the most successfully used biodegradable polymers for drug delivery which has a minimum systemic toxicity. This study aimed to evaluate the cytotoxicity and genotoxicity of paclitaxel nanoencapsulated with PLGA. Cytotoxic effects were determined by 3-(4,5-Dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) method and genotoxic effects were determined by single cell gel electrophoresis (Comet) method in human neuroblastoma cells (SH-SY5Y). According to our results, the viability of cells treated with concentrations higher than 10 nM of free paclitaxel and paclitaxel loaded PLGA nanoparticles for 48 and 72 h was found lower than 50%. Additionally, DNA damage increased with the increase of nanoparticle dose when the cells exposed to paclitaxel loaded PLGA nanoparticles for 24, 48 and 72 h. It can be concluded that PLGA nanoparticles can be considered as a biocompatible carrier system for drug delivery and might be promising agent against neuroblastoma.


Subject(s)
Antineoplastic Agents, Phytogenic/toxicity , Nanoparticles/chemistry , Neuroblastoma/pathology , Paclitaxel/toxicity , Polylactic Acid-Polyglycolic Acid Copolymer/chemistry , Antineoplastic Agents, Phytogenic/administration & dosage , Cell Line, Tumor , Comet Assay , Humans , Nanoparticles/administration & dosage , Paclitaxel/administration & dosage , Polylactic Acid-Polyglycolic Acid Copolymer/administration & dosage
7.
Curr Drug Deliv ; 18(2): 121-146, 2021.
Article in English | MEDLINE | ID: mdl-32384032

ABSTRACT

Migraine is a chronic, painful, neurological disorder that affects approximately 15% of the population worldwide. It is a form of neurovascular headache: a disorder in which neural events result in the dilation of blood vessels that, in turn, results in pain and further nerve activation. The pathogenesis of migraine is not completely understood, but it is thought that both central and peripheral stimulations can play a role in migraine. Experimental pharmacological evidence suggests that some drugs can have actions in migraine treatment and oral drug delivery is the first choice for these drugs. However, the oral absorption of many drugs is delayed during migraine attacks. Therefore, there may be an advantage to other drug delivery routes, such as parenteral and intranasal. Moreover, nanoparticles can be used for improved drug delivery of anti-migraine agents as they can protect the encapsulated drug from biological and/or chemical degradation, and extracellular transport by P-gp efflux proteins. Various analytical studies have been performed to sensitive and selective assays of antimigraine drugs from commercial and real samples. Anti-migraines, either single or combined with other drugs, can be easily detected by several analytical methods, such as ultraviolet spectrometry, visible spectrometry, high-performance liquid chromatography, liquid chromatography-mass spectrometry, and high-performance thin layer chromatography. This review focuses on the status of antimigraine drug delivery technologies and possible routes for drug delivery. Moreover, it will present their analytical assays with different methods.


Subject(s)
Migraine Disorders , Pharmaceutical Preparations , Administration, Intranasal/methods , Drug Delivery Systems , Humans , Migraine Disorders/drug therapy
8.
Drug Dev Ind Pharm ; 46(12): 1979-1987, 2020 Dec.
Article in English | MEDLINE | ID: mdl-33003960

ABSTRACT

The purpose of this study was to investigate the effect of formulation variables on properties related to critical functionality for their use in indomethacin buccal tablets. Chitosan (CH), carbopol (PAA), and hydroxypropyl methyl cellulose (HPMC) concentration and filler type were evaluated as parameters for describing tablet hardness, swelling index, indomethacin release, and mucoadhesion in controlled release buccal tablets. Moreover, a 32 full factorial design was employed to study the effect of each polymer ratio in CH and PAA combination, which significantly influenced characteristics. A slower indomethacin release and a considerably larger degree of swelling were found for different concentrations of PAA or CH (p < 0.05). The buccal tablets formed a continuous gel layer while in contact with the aqueous medium undergoing a combination of swelling and erosion. In vitro drug release in simulated saliva (pH 6.75) appears to occur both by diffusion and a swelling-controlled mechanism, exhibiting anomalous, Case II type transport or Super Case II type transport. The diluent present in all study samples, mannitol (MAN), spray-dried lactose (SDL), and microcrystalline cellulose (MC) were believed to contribute minimally to hydrogel formation and drug release regulation. The dissolution values for the three co-excipients were decreasing order mannitol, spray-dried lactose, and microcrystalline cellulose. In conclusion, the type and concentration of all polymers seem to change the functionality of buccal tablets and it seems important to understand and characterize these excipients to fully predict the drug release, mucoadhesion, and swelling of buccal tablets.


Subject(s)
Excipients , Indomethacin , Delayed-Action Preparations , Drug Liberation , Humans , Solubility , Tablets
9.
Daru ; 28(2): 673-684, 2020 Dec.
Article in English | MEDLINE | ID: mdl-33089432

ABSTRACT

BACKGROUND: Platinum-based chemotherapy in non-small cell lung cancer (NSCLC) has been demonstrated as a promising approach by many researchers. However, due to low bioavailability and several side effects, drug targeting to lungs by intravenous administration is not a common route of administration. OBJECTIVE: In this study, oxaliplatin loaded polycaprolactone (PCL) nanoparticles were prepared to overcome the limitations of the drug. 33 factorial design was used to evaluate the combined effect of the selected variables on the nanoparticle characteristics and to optimize oxaliplatin loaded PCL nanoparticles. METHODS: The factorial design was used to study the influence of three different independent variables on the response of nanoparticle particle size, polydispersity index (PDI), zeta potential, and encapsulation efficiency. The cellular uptakes of oxaliplatin loaded nanoparticles with different molecular weights of PCL were evaluated. Moreover, optimized nanoparticles were evaluated for their efficacy in non-small lung cancer using the SK-MES-1 cell line. RESULTS: In factorial design, it is found that the homogenization speed and surfactant ratio represented the main factors influencing particle size and PDI and did not seem to depend on the PCL ratio. While the cytotoxicity of free oxaliplatin and oxaliplatin loaded nanoparticles were similar in low drug doses (2.5 and 25 µg/mL), the cytotoxicity of oxaliplatin loaded nanoparticles on SK-MES-1 cell was found higher in higher doses (p < 0.05). Moreover, oxaliplatin nanoparticles formulated with different molecular weights of PCL did not show significant differences in cellular uptake in 1 h and 2 h. However, the uptake of PCL80000 NPs was found significantly greater than free oxaliplatin at 4 h (p < 0.05). CONCLUSION: Hence, the development of oxaliplatin loaded PCL nanoparticles can be a useful approach for effective NSCLC therapy. Development, optimization and in vitro evaluation of oxaliplatin loaded nanoparticles in non-small cell lung cancer.


Subject(s)
Antineoplastic Agents/chemistry , Carcinoma, Non-Small-Cell Lung/drug therapy , Lung Neoplasms/drug therapy , Oxaliplatin/chemical synthesis , Antineoplastic Agents/pharmacology , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Survival/drug effects , Dose-Response Relationship, Drug , Drug Compounding , Humans , Nanoparticles , Oxaliplatin/chemistry , Oxaliplatin/pharmacology , Particle Size , Polyesters
10.
Chem Phys Lipids ; 230: 104932, 2020 08.
Article in English | MEDLINE | ID: mdl-32533980

ABSTRACT

OBJECTIVE: Fat-soluble vitamins (A, D, E and K) are isoprene derived apolar molecules. While deficiencies of these vitamins have been associated with various diseases such as type 2 diabetes and cancer, high doses of Vitamin A and D can cause toxic effects. Accurate detection of serum levels of these vitamins have critical importance. In this study, it is aimed to develop and validate a sensitive and specific Liquid Chromatography Tandem Mass Spectrometry (LC-MS / MS) method that allows simultaneous analysis of fat-soluble vitamins. MATERIALS AND METHODS: Serum samples were deproteinized with methanol and chromatographic separation of analytes were performed by LC-MS/MS system (Agilent Technologies 6420 Triple Quadrapole LC-MS), Agilent Pursuit PFP column (100 mm × 3.0 mm; 3.0 µm), in gradient mode using Mobile phase A (milli-Q+0.1 % formic acid) and Mobile phase B (Methanol+0.1 % formic acid). Ion scan was performed in MRM (multiple reaction monitoring) mode with positive ion selectivity in ESI ion source. RESULTS: The retention times were 6.93 min, 6.94 min and 9.34 min while concentrations were linear in the ranges between 10-150 ng/mL, 3-90 µg /dL and 6-90 µg/mL for 25-hydroxy vitamin D3 (25-OHD3), Vitamin A and Vitamin E, respectively. Inter-day Coefficient Variation (CV%) values for Vitamin A, Vitamin E and 25-OHD3 were; 9.08 %, 9.85 % and 3.07 % and intra-day CV% values were; 2.98 %, 5.05 % and 5.01 %. LOD and LOQ results were 2.11 µg/dL and 3.50 µg/dL for Vitamin A; 1.71 µg/mL and 2.45 µg/mL for Vitamin E; 1.47 ng/mL and 2.50 ng/mL for 25-OHD3, respectively. CONCLUSION: In this study, a LC-MS/MS method that can analyze fat soluble vitamins in 13 min was developed and validated. This method will be useful for clinical purposes by replacing low specificity immunoassay methods and High Performance Liquid Chromatography (HPLC) methods that can not allow simultaneous analysis.


Subject(s)
Chromatography, Liquid , Lipids/chemistry , Tandem Mass Spectrometry , Vitamins/analysis , Vitamins/chemistry , Humans , Limit of Detection , Solubility , Time Factors , Vitamins/blood , Vitamins/isolation & purification
11.
Curr Drug Deliv ; 17(7): 622-628, 2020.
Article in English | MEDLINE | ID: mdl-32394837

ABSTRACT

BACKGROUND: Compared to polymeric nanoparticles prepared using non-lipid surfactants, lecithin addition forms larger nanoparticles and exhibits higher drug loading and the stability of nanoparticles can be conferred by adding Vitamin E Polyethylene Glycol Succinate (TPGS) into the formulation. AIM: The aim of this study is to prepare Gemcitabine (Gem) loaded lecithin/PLGA nanoparticles. Moreover, the effect of TPGS and sodium cholate (SK) on the preparation of lecithin/PLGA nanoparticles was compared. METHODS: It was found that while PC addition into PLGATPGS nanoparticles formed larger particles (251.3± 6.0 nm for Gem-PLGATPGS NPs and 516,9 ± 3.9 nm for Gem-PLGA-PCTPGS NPs), the particle size of PLGASK nanoparticles was not affected by lecithin addition (p>0.05;). RESULTS: In cytotoxicity studies, it was found that the SK-MES-1 cell inhibition rates of Gem-PLGATPGS NPs, Gem-PLGA-PCTPGS NPs, Gem-PLGASK NPs, Gem-PLGA-PCSK NPs were similar with free Gem (p>0.05;). In cytotoxicity studies, it was found that the encapsulation into nanoparticles did not change the cytotoxicity of the drug. However, higher cellular uptake has been observed when the lecithin was used in the preparation of PLGA nanoparticles. CONCLUSION: Compared with free Gem, the Gem-loaded nanoparticles enhanced the uptake of the drug by SK-MES-1 cells which can increase the effect of gemcitabine for non-small cell lung cancer therapy.


Subject(s)
Antimetabolites, Antineoplastic/administration & dosage , Carcinoma, Non-Small-Cell Lung/drug therapy , Deoxycytidine/analogs & derivatives , Drug Carriers/chemistry , Lung Neoplasms/drug therapy , Antimetabolites, Antineoplastic/pharmacokinetics , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Deoxycytidine/administration & dosage , Deoxycytidine/pharmacokinetics , Drug Compounding/methods , Drug Liberation , Humans , Lecithins/chemistry , Lung Neoplasms/pathology , Nanoparticles/chemistry , Particle Size , Polylactic Acid-Polyglycolic Acid Copolymer/chemistry , Gemcitabine
12.
Curr Drug Deliv ; 2020 05 30.
Article in English | MEDLINE | ID: mdl-32472999

ABSTRACT

The article has been withdrawn at the request of the authors and editor of the journal Current Drug Delivery. Bentham Science apologizes to the readers of the journal for any inconvenience this may have caused. The Bentham Editorial Policy on Article Withdrawal can be found at https://benthamscience.com/editorial-policies-main.php Bentham Science Disclaimer: It is a condition of publication that manuscripts submitted to this journal have not been published and will not be simultaneously submitted or published elsewhere. Furthermore, any data, illustration, structure or table that has been published elsewhere must be reported, and copyright permission for reproduction must be obtained. Plagiarism is strictly forbidden, and by submitting the article for publication the authors agree that the publishers have the legal right to take appropriate action against the authors, if plagiarism or fabricated information is discovered. By submitting a manuscript, the authors agree that the copyright of their article is transferred to the publishers if and when the article is accepted for publication.

13.
Saudi Pharm J ; 28(4): 465-472, 2020 Apr.
Article in English | MEDLINE | ID: mdl-32273806

ABSTRACT

Multidrug resistance (MDR) is the most common problem of inadequate therapeutic response in tumor cells. Many trials has been developed to overcome drug efflux by P-glycoprotein (P-gp). For instance, co-administration of a number of drugs called chemosensitizers or MDR modulators with a chemotherapeutic agent to inhibit drug efflux. But for optimal synergy, the drug and inhibitor combination may need to be temporally colocalized in the tumor cells. In this study, we encapsulated the Ver and Dox in PLGA nanoparticles to inhibit the P-gp drug efflux in breast cancer. Moreover, the effect of either Dox solution (DoxS), Dox nanoparticles (DoxNP), DoxS + VerS, DoxNP + VerS, DoxNP + VerNP or Dox-VerNP was evaluated. It was found that co administration of DoxNP with VerNP (70.76%) showed similar cellular uptake of Dox to Dox/Ver combination solution (70.62%). However it is observed that DoxNP + VerNP has the highest apoptotic activity (early apoptotic 13.52 ± 0.06%, late apoptotic 53.94 ± 0.15%) on human breast adenocarcinoma (MCF 7) cells. Hence, it is suggested that DoxNP + VerNP is a promising administration for tumor therapy.

14.
Drug Dev Ind Pharm ; 45(6): 914-921, 2019 Jun.
Article in English | MEDLINE | ID: mdl-30714426

ABSTRACT

Dihydroergotamine mesylate (DHE), ergotamine derivative, has been offered for clinical use to stop or treat symptoms of an emerging migraine as injection for more than a half century. It is shown that bioavailability of DHE greatly changes between the subjects and up to 99% of the orally absorbed dose may be cleared by first pass metabolism. The aim of this study was to design and optimize DHE fast-dissolving sublingual films for migraine treatment. For this purpose pullulan and maltodextrin was chosen as film-forming polymers and propylene glycol as plasticizer. For optimization process Box Behnken design was used. The formed films were free from air bubbles, cuttings, or cracks. Disintegration, mechanical strength and dissolution of films were compared. It is found that pullulan and maltodextrin formed films with the most desired properties at the concentration of 1.5% and 2%. The application of optimum formulation to rabbits showed that bioavailability of formulation is about 23.35% with a tmax 20 min. Due to this fast onset of action and higher bioavailability than oral administration, it is suggested that the polymer combinations of pullulan and maltodextrin formed successful films and were considered as an alternative dosage form for DHE in migraine therapy.


Subject(s)
Dihydroergotamine/pharmacokinetics , Drug Compounding/methods , Excipients/chemistry , Vasoconstrictor Agents/pharmacokinetics , Administration, Sublingual , Animals , Biological Availability , Dihydroergotamine/administration & dosage , Drug Evaluation, Preclinical , Drug Liberation , Female , Glucans/chemistry , Injections, Intravenous , Migraine Disorders/drug therapy , Polysaccharides/chemistry , Rabbits , Solubility , Time Factors , Vasoconstrictor Agents/administration & dosage
15.
Int J Med Inform ; 123: 68-75, 2019 03.
Article in English | MEDLINE | ID: mdl-30654905

ABSTRACT

BACKGROUND: Acute rheumatic fever (ARF) is an important disease that is frequently seen in Turkey, it is necessary to develop solutions to cure the disease. It is believed that new data analysis methods may be applied to this disease, and this may be useful to discover previously unrecognized patterns. Data mining of existing records and data repositories may improve knowledge on the diagnosis and management of ARF. In this regard, we planned to make a contribution to the development of new solutions by approaching the problem from a different standpoint. OBJECTIVES: The aim of this study is to analyse the effects of ARF undergone during childhood on the basis of cardiac diseases by using data mining methods. MATERIALS AND METHODS: Classification methods of data mining were used, and experiments were conducted on five algorithms. The records of the patients diagnosed with ARF were analysed by setting models with naive Bayes classifier, decision trees (CART, C4.5, C5.0, C5.0 boosted) and random forest algorithms. The performances of the algorithms that were derived were then compared. Among model performance evaluation techniques, the hold-out, cross-validation and bootstrap methods were tested in diverse ways in an applied manner. Within the scope of the research, the dataset comprising records of 297 patients was utilised in cooperation with Istanbul Medeniyet University Göztepe Training and Research Hospital's Pediatric Cardiology Clinic (Istanbul Medeniyet Üniversitesi Göztepe Egitim ve Arastirma Hastanesi Çocuk Kardiyolojisi Klinigi). Data analysis was carried out with the data of the remaining 201 patients following pre-processing. RESULTS: The results that were obtained from different algorithms were compared based on the model performance evaluation criteria. The best result was shown under the CART model by using the hold-out technique (80% training, 20% testing). According to this model, the importance values of the predictive attributes were listed, and it was found that the "teleNormal" and "cardiomegaly" attributes were not required for ARF diagnosis and treatment. In compliance with this result, it was thought that it should not be necessary for patients have a chest x-ray which is needed for diagnosis of "teleNormal" and "cardiomegaly". This will help reduce costs and thus contribute to the health economy while preventing patients from having unnecessary x-rays. DISCUSSION AND CONCLUSION: The results of this study showed that data mining techniques may be used to analyse diseases such as ARF. The important attributes that affect the disease were obtained in accordance with the results. The results of the best model (CART) may be broadened in numerous ways and provide information for both experienced and inexperienced physicians. This study is considered to be significant as it helps data mining methods become more prevalently used for data analysis in fields of medicine and healthcare.


Subject(s)
Algorithms , Data Mining/methods , Decision Trees , Heart Diseases/physiopathology , Rheumatic Fever/diagnosis , Adolescent , Bayes Theorem , Child , Child, Preschool , Female , Humans , Male , Rheumatic Fever/epidemiology
16.
Turk J Pharm Sci ; 16(4): 481-492, 2019 Dec.
Article in English | MEDLINE | ID: mdl-32454753

ABSTRACT

Over the past few years, nanocarriers have become an ideal solution for safe and efficient drug delivery and release. This is mainly due to the extraordinary characteristics that nanomaterials exhibit when compared with their larger scaled forms. A variety of these carriers are more popular due to their high biocompatibility, ensuring greater efficacy especially in cancer treatments. Nanocrystal, liposomal, and micelle designs of these materials as nanocarriers for drug delivery and release have been extensively researched throughout the past 50 years. Successful applications have not only ensured a greater focus on therapeutic development but also created a new solution available in the pharmaceutical market. Herein, a brief review of research studies focused on nanocarrier materials and designs to achieve superior benefits of drugs for disease treatments is presented. Nanohydrogels, chitosan, graphene oxide, and solid lipid nanoparticle nanocarrier designs and applications are selectively given due to the great attention they have gained from being highly biocompatible and easy-to-manipulate nanocarrier options from organic and inorganic nanocarrier materials. Each summary exhibits the progress that has been achieved to date. With greater understanding of the current state in the development process of these nanomaterials, there is a rising chance to provide better treatment to patients, which is a desperate need in pharmaceutical technologies.

17.
Saudi Pharm J ; 26(5): 665-672, 2018 Jul.
Article in English | MEDLINE | ID: mdl-29991910

ABSTRACT

Superficial fungal infections caused by Candida species are common skin diseases. Therefore, this study aimed to develop a new formulation containing oxiconazole nitrate, which is an azole group derivative for antifungal treatment, as a thermosensitive gel since there has been no literature study until now. MIC value of the novel thermosensitive formulation against three Candida species was calculated and time-dependent antifungal activity analysis was performed. Viscosity, transition temperature Tsol-gel (°C) and gelation time of the thermosensitive gel formulation were also determined in the viscometer. The measurements performed on the tensilometer device were analyzed for adhesion hardness and elongation percentages of the formulation. In the FT-IR spectrometer, the spectrum of solution and gel state was compared between 650 and 4000 cm-1 and it was found that there is no difference between them. It was found that the temperature is reversible on the formulation and did not cause any disruption of its components. Characterization parameters of the thermosensitive gel formulation containing oxiconazole nitrate and time-dependent activity against Candida species was observed to be the same as those of the solution containing only oxiconazole nitrate. MIC, MFC and time-dependent antifungal analysis did not show any particular difference between formulation and oxiconazole nitrate itself. Thermosensitive gel formulation containing oxiconazole nitrate was found to be effective on superficial fungal infections. We believe it is also appropriate for in vivo usage, but it is necessary to perform animal and human research. It is also needed to evaluate the formulation against other etiologic agents of superficial fungal infections.

18.
Curr Med Chem ; 25(33): 4020-4036, 2018.
Article in English | MEDLINE | ID: mdl-29577852

ABSTRACT

After oral administration, drug absorption from solid dosage forms depends on the release of the drug active compounds from the dosage form, the dissolution or solubilization of the drug under physiological conditions, and the permeability across the gastrointestinal tract. Dissolution testing is an essential part of designing more effective solid dosage forms in pharmaceutical industry. Moreover, dissolution testing contributes to the selection of appropriate formulation excipients for improving the dosage form efficiency. This study aims to analyze in-vitro drug dissolution testing in solid dosage forms since 2010 in order to present a comprehensive outlook of recent trends. In doing that the previous studies in the literature are summarized in the form of a table to demonstrate the apparatuses used for dissolution testing, the media in which the solid dosage form is dissolved, the method preferred for analysis from dissolution media, the conditions of analyses and the results obtained.


Subject(s)
Pharmaceutical Preparations/chemistry , Chemistry, Pharmaceutical/methods , Dosage Forms , Excipients , In Vitro Techniques , Reproducibility of Results , Solubility
19.
J Pharm Biomed Anal ; 142: 74-83, 2017 Aug 05.
Article in English | MEDLINE | ID: mdl-28499152

ABSTRACT

Eletriptan Hydrobromide is a serotonin 5-HT1 receptor agonist and it used for the treatment of migraine headaches with or without aura. Even if the drug is well absorbed after oral administration, it has some drawbacks like first pass metabolism and decrease in bioavailability after migraine attacks. Encapsulation of drug into polymeric nanoparticles is one of the methods for protecting the drug against degradation. The present work described a preparation of Eletriptan Hydrobromide loaded poly (d,l-lactide-co-glycolide) nanoparticles prepared using o/w single emulsion solvent evaporation method. In order to determine the factors affecting the physicochemical properties of the nanoparticles on the particle size of poly (d,l-lactide-co-glycolide) nanoparticles, D-Optimal design is used. Moreover, novel, simple, sensitive, selective, and fully validated chromatographic technique for the quantification of Eletriptan Hydrobromide from Eletriptan Hydrobromide loaded poly(d,l-lactide-co-glycolide) nanoparticles was developed. Poly(d,l-lactide-co-glycolide) concentration, sonication time and sonication energy were found as significant factors (p<0.05) on particle size of nanoparticles. Limit of detection and limit of quantification values were calculated as 0.28µgmL-1and 0.86µgmL-1, respectively.


Subject(s)
Nanoparticles , Lactic Acid , Particle Size , Polyglycolic Acid , Polylactic Acid-Polyglycolic Acid Copolymer , Pyrrolidines , Tryptamines
20.
Pharm Dev Technol ; 18(5): 1122-30, 2013.
Article in English | MEDLINE | ID: mdl-22881478

ABSTRACT

Metoclopramide HCl (MTC) is commonly used for the management of gastrointestinal disorders. It has a short biological half-life and is usually administered four times daily to maintain effective concentrations throughout the day. The aim of this study is to develop sustained-release hydrophilic matrix tablet formulations of drug to achieve reproducible and predictable release rates, extended duration of activity, decreased toxicity, reduction of required dose, optimized therapy, and improved patient compliance. Hydroxypropylmethyl cellulose (HPMC), carboxymethylcellulose sodium (NaCMC), chitosan and Carbopol 981 were incorporated in the matrix system separately or in combinations as release controlling factor by direct compression technique. Compatibility among the formulation components was assessed by DSC and FTIR analysis. MTC release from matrix was evaluated by using the US Pharmacopeia dissolution apparatus II. All formulations met the criteria of pharmacopeial requirements. Dissolution studies show that polymer type and concentration are important parameters on drug release. Chitosan, carbopol and NaCMC formulations exhibited pH-dependent drug release profile whereas HPMC did not. All the formulations containing 1:1 ratio of HPMC and chitosan exhibited desired drug release showing that all active substance releases progressively in a period of whole dissolution time and therefore it can be regarded as worthy of consideration for the manufacture of sustained-release MTC product.


Subject(s)
Metoclopramide/chemistry , Polymers/chemistry , Tablets/chemistry , Acrylic Resins/chemistry , Carboxymethylcellulose Sodium/chemistry , Chemistry, Pharmaceutical/methods , Chitosan/chemistry , Delayed-Action Preparations , Drug Compounding/methods , Excipients/chemistry , Hydrogen-Ion Concentration , Hydrophobic and Hydrophilic Interactions , Solubility
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