Abstract:
PURPOSE:The purpose of this study was to develop an artificial neural network (ANN) model to predict drug removal during dialysis based on drug properties and dialysis conditions. Nine antihypertensive drugs were chosen as model for this study. METHODS:Drugs were dissolved in a physiologic buffer and dialysed in vitro in different dialysis conditions (UFRmin/UFRmax, with/without BSA). Samples were taken at regular intervals and frozen at -20ºC until analysis. Extraction methods were developed for drugs that were dialysed with BSA in the buffer. Drug concentrations were quantified by high performance liquid chromatography (HPLC) or mass spectrometry (LC/MS/MS). Dialysis clearances (CLDs) were calculated using the obtained drug concentrations. An ANOVA with Scheffe's pairwise adjustments was performed on the collected data in order to investigate the impact of drug plasma protein binding and ultrafiltration rate (UFR) on CLD. The software Neurosolutions was used to build ANNs that would be able to predict drug CLD (output). The inputs consisted of dialysis UFR and the herein drug properties: molecular weight (MW), logD and plasma protein binding. RESULTS:Observed CLDs were very high for the majority of the drugs studied. The addition of BSA in the physiologic buffer statistically significantly decreased CLD for carvedilol (p= 0.002) and labetalol (p<0.001), but made no significant difference for atenolol (p= 0.100). In contrast, varying UFR does not significantly affect CLD (p>0.025). Multiple ANNs were built and compared, the best model was a Jordan and Elman network which showed learning stability and good predictive results (MSEtesting = 129). CONCLUSION:In this study, we have developed an ANN-model which is able to predict drug removal during dialysis. Since experimental determination of all existing drug CLDs is not realistic, ANNs represent a promising tool for the prediction of drug CLD using drug properties and dialysis conditions.
journal_name
J Pharm Pharm Sciauthors
Daheb K,Lipman ML,Hildgen P,Roy JJdoi
10.18433/j35c8bsubject
Has Abstractpub_date
2013-01-01 00:00:00pages
665-75issue
5issn
1482-1826journal_volume
16pub_type
杂志文章abstract::Cannabis has been used for its medicinal purposes since ancient times. Its consumption leads to the activation of Cannabis receptors CB1 and CB2 that, through specific mechanisms can lead to modulation and progression of inflammation or repair. The novel findings are linked to the medical use of Cannabis in gastrointe...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/jpps31242
更新日期:2020-01-01 00:00:00
abstract::A simple and efficient method for radiolabeling preformed liposomes was developed using hepatobiliary imaging agent (99m)Tc-diisopropyl iminodiacetic acid ((99m)Tc-DISIDA). Chloroform extraction of (99m)Tc-DISIDA from aqueous solutions results in 80% radioactivity in the organic phase due to its lipophilic properties....
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:
更新日期:1998-01-01 00:00:00
abstract:PURPOSE:Breast cancer resistance protein (BCRP/ABCG2) is a drug efflux transporter expressed at the blood cerebrospinal fluid barrier (BCSFB), and influences distribution of drugs into the central nervous systems (CNS). Current inhibitors have failed clinically due to neurotoxicity. Novel approaches are needed to ident...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/j3p31k
更新日期:2015-01-01 00:00:00
abstract:PURPOSE:Organic anion-transporting polypeptide (OATP) 1B1 and OATP1B3 contribute to hepatic uptake of numerous drugs. Thus, reduced OATP1B1 and OATP1B3 activity in chronic kidney disease (CKD) may have a major impact on the hepatic clearance of drugs. The effect of drug-uremic toxin interactions on OATP1B1 and OATP1B3 ...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/j3m89q
更新日期:2014-01-01 00:00:00
abstract:PURPOSE:The aim of this study was to evaluate the bicarbonate-induced improvement of statins, cerivastatin, simvastatin acid and lovastatin acid -induced apoptosis using rat myoblast cell line (L6) as a model of in vitro skeletal muscle and of cerivastatin-induced muscle damage in vivo study. METHODS:Statin-induced re...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/j33018
更新日期:2008-01-01 00:00:00
abstract:PURPOSE:To review microbial contamination rates about preparation of individual and batch doses using aseptic techniques within pharmaceutical (controlled) and clinical (ward and theatre) environments. METHODS:Systematic review, involving amalgamation of data using a random effect model and metaanalysis. RESULTS:A to...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章,meta分析,评审
doi:10.18433/j3jp4b
更新日期:2009-01-01 00:00:00
abstract:PURPOSE:Aim of this study is to investigate the mechanism of self-emulsification through rheological analysis of intermediate liquid crystalline (LC) phase formed during self-emulsification process. METHODS:Binary system of tween 80 (T80) and imwitor 742 (I742) was used and different SES were prepared with I742 at 10,...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/j30w2p
更新日期:2009-01-01 00:00:00
abstract:PURPOSE:The aim of this study was to investigate the excretion of irinotecan hydrochloride (CPT-11) and its metabolites into the gastrointestinal lumen via the biliary route after intravenous administration of lactone and carboxylate forms of CPT-11. METHODS:Biliary excretions of CPT-11 and its metabolites, SN-38 and ...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:
更新日期:2004-01-23 00:00:00
abstract:PURPOSE:The purpose of our study was to optimize lipid-lowering therapy in patients undergoing coronary revascularization and to determine whether the percentage change in low-density lipoprotein-cholesterol (LDL-C) level in the 3 months after coronary revascularization could be used as a predictor of the time to recur...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/j3hg6q
更新日期:2010-01-01 00:00:00
abstract:PURPOSE:The primary aim of this work was to establish a radiolabeling procedure of vinblastine, a vinca alkaloid widely used in chemotherapy, with the positron-emitter carbon-11 for application in positron-emission-tomography (PET) studies in cancer patients. The optimized reaction conditions were transferred to an aut...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:
更新日期:2007-01-01 00:00:00
abstract:PURPOSE:To determine the merits of a robot at the community pharmacy in a quasi-experiment. METHOD:The applied methods for data-collection were barcode-time measurements, direct observations, time-interval studies, and tally at a Dutch community pharmacy. The topics consisted of workload, waiting times, congestion, sl...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:
更新日期:2006-01-01 00:00:00
abstract:PURPOSE:To examine the inhibitory effects of star fruit (Averrhoa carambola) juice towards seven major cytochrome P450 (CYP) isoforms and NADPH-cytochrome P450 reductase (CPR). METHODS:The inhibitory effects of star fruit juice (0.5 to 5%, v/v) against the activities of seven CYP isoforms including CYP1A2, CYP2A6, CYP...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/j30593
更新日期:2007-01-01 00:00:00
abstract:BACKGROUND:The identification of fragment sequences, or motifs, within a therapeutic protein that may elicit an immune response when processed by T-cells can be provided by computer-aided approaches. Immunogenicity is a significant problem associated with protein therapeutics and should be investigated in the early sta...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/jpps29800
更新日期:2018-01-01 00:00:00
abstract:PURPOSE:A high performance liquid chromatographic method was developed for the determination of glucosamine (GlcN) in rat plasma. METHOD:Internal standard, galactosamine, was added to 100 micro L of plasma containing GlcN followed by precipitation of plasma proteins with acetonitrile. Evaporation of the decanted super...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:
更新日期:2002-05-01 00:00:00
abstract:BACKGROUND:To perform a review describing the pharmacokinetic (PK) parameters and covariates of interest of the eight first choice β-lactams (BL) antibiotics for treatment of severe infections in pediatric population. Pediatric sepsis and septic shock reportedly affect 30% of children admitted to pediatric intensive ca...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/jpps30927
更新日期:2020-01-01 00:00:00
abstract:PURPOSE:To investigate the effect of clofibrate on inducing liver fatty acid binding protein (FABP1) following a high-fat load in a hepatocyte cell culture model. METHODS:Rat hepatoma cells (CRL-1548) were treated with a fatty acid (FA) mixture consisting of oleate:palmitate (2:1) in the presence of 3% albumin. Cells ...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/J3TS70
更新日期:2017-01-01 00:00:00
abstract::P-glycoprotein (Pgp), a protein codified by Multi Drug Resistance (MDR1) gene, has a detoxifying function and might influence the toxicity and pharmacokinetics and pharmacodynamics of drugs. Sampling strategies to improve Pgp studies could be useful to optimize the sensitivity and the reproducibility of efflux assays....
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/j34g69
更新日期:2009-01-01 00:00:00
abstract:PURPOSE:To design a buccal mucoadhesive system for systemic delivery of acyclovir using a novel mucoadhesive, copolymers of acrylic acid and poly(ethylene glycol), and to determine the feasibility of transbuccal delivery of acyclovir using this system. METHODS:The buccal delivery system was prepared using an adhesive,...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:
更新日期:1998-05-01 00:00:00
abstract:PURPOSE:Concomitant use of nutraceuticals with chemotherapy is very common. Cancer patients self-medicate to relieve the side effects associated with chemotherapy, improve disease outcome and to regain control of their medical care. However, there is limited empirical evidence on potential drug-nutraceutical interactio...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/j3m30k
更新日期:2015-01-01 00:00:00
abstract:PURPOSE:A randomized cross-over, double blind placebo controlled study of smoked cannabis was carried out on occasional cannabis smokers. The objective of this research was to describe the pharmacokinetic parameters of THC and its metabolites in plasma, oral fluid and urine, from samples obtained simultaneously to prov...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章,随机对照试验
doi:10.18433/J3F31D
更新日期:2016-01-01 00:00:00
abstract:PURPOSE:To establish structural equation model (SEM) of subjected quality of life (QOL) in cancer patients taking into account qualification of pharmacists. METHOD:The SEM model was constructed from correlation matrix of the scores of answers of questions to both patients and pharmacists. Data were collected from 15 c...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:
更新日期:2005-10-04 00:00:00
abstract:PURPOSE:The aim of the study is to evaluate the effect of different acidic compounds on the inclusion of miconazole (MICO) in several cyclodextrins (CDs) using supercritical carbon dioxide (SCCO(2) ) processing. METHODS:Physical mixtures were processed by SCCO(2) at 30 MPa, 125 degrees C during 60 minutes in a static ...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:
更新日期:2004-11-30 00:00:00
abstract:PURPOSE:Monoclonal antibodies (mAbs) are commonly administered by subcutaneous (SC) route. However, bioavailability is often reduced after SC administration. In addition, the sequential transfer of mAbs through the SC tissue and lymphatic system is not completely understood. Therefore, major objectives of this study we...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/jpps30028
更新日期:2018-01-01 00:00:00
abstract:INTRODUCTION:We evaluated the effectiveness and safety of various multitarget therapies for inducing remission in lupus nephritis patients. METHODS:Randomized controlled trials (RCT) were identified and extracted from the Embase, PubMed, Chinese Biomedical Literature Database (CBM), and the Cochrane Library until Oct ...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章,随机对照试验
doi:10.18433/jpps30526
更新日期:2019-01-01 00:00:00
abstract:PURPOSE:Clinical studies have suggested that proton pump inhibitors may decrease levothyroxine absorption and an in vitro study suggested that the effect of pH on dissolution may differ with formulation. To determine the impact of formulation on the pharmacokinetics of levothyroxine in altered gastric pH conditions, th...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/j36p5m
更新日期:2015-01-01 00:00:00
abstract::Alzheimer's disease (AD) is an irreversible neurodegenerative disease characterized by a progressive decline in cognition and memory, leading to significant impairment in daily activities and ultimately death. It is the most common cause of dementia, the prevalence of which increases with age; however, age is not the ...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章,评审
doi:10.18433/J3VS8P
更新日期:2017-01-01 00:00:00
abstract:PURPOSE:The aim of this study was to determine the cause of the decline in phenolsulfonphthalein (PSP) excretion in Long-Evans Cinnamon (LEC) rats. METHODS:The uptake of PSP into rat renal basolateral membrane vesicles (BLMV) was studied. Cyclosporin A (CYA) was used to modulate an ATP-dependent primary active transpo...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:
更新日期:2004-07-13 00:00:00
abstract:PURPOSE:A few studies have shown that normothermic hepatic ischemia-reperfusion (IR) injury may affect the mRNA and/or protein levels of canalicular transporters P-glycoprotein (P-gp) and multidrug resistance-associated protein 2 (Mrp2). However, the effects of the injury on the functions of these canalicular transport...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:10.18433/j3ms40
更新日期:2012-01-01 00:00:00
abstract:PURPOSE:To predict Caco-2 permeability is a valuable target for pharmaceutical research. Most of the Caco-2 prediction models are based on commercial or special software which limited their practical value. This study represents the relationship between Caco-2 permeability and molecular descriptors totally based on ope...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:
更新日期:2006-01-01 00:00:00
abstract:PURPOSE:A series of delta-valerolactones has been synthesized in good yields, by reaction of ethyl acetoacetate with several aldehydes in presence of LDA. METHODS AND RESULTS:The in vivo analgesic activity of these compounds has been evaluated. The results indicate that the lactones synthesized showed an important ant...
journal_title:Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques
pub_type: 杂志文章
doi:
更新日期:2005-04-08 00:00:00