Aim: To develop limited sampling strategy (LSS) for estimation of C(max) and AUC(0-t) and assessing the bioequivalence of two pioglitazone hydrochloride (PGT) preparations.
Methods: Healthy subjects (n = 20), enrolled in a bioequivalence study, were received 30 mg PGT po of reference or test formulation. The plasma concentration of PGT was determined by the validated HPLC method. A multiple linear regression analysis of the Cmax and AUC(0-t) against the PGT concentration for the reference formulation was carried out to develop LSS models to estimate these parameters. The models were internally validated by the Jackknife method and externally validated using simulated sets generated by Monte Carlo method. The best model was employed to assess bioequivalence of the two PGT formulations.
Results: The linear relationship between pharmacokinetics parameters and single concentration point was poor. Several models for these parameters estimation met the predefined criteria (r2 > 0.9). The Jackknife validation procedure revealed that LSS models based on two sampling times (C1, C2.5 and C1.5, C2.5 for C(max); C1.5, C9 and C2.5, C9 for AUC(0-t) predict accurately. Mean prediction errors (MPE) were less than 3%, and mean absolute prediction error (MAE) were less than 9%. The prediction error (PE) beyond 20% was less than 5% of total samples. Model external validation by Monte Carlo simulated data indicated that the most informative sampling combinations were C1.5, C2.5 for C(max), and C1.5, C9 for AUC(0-t), respectively. MPE and MAE of the proposed models were less than 5% , and 9% respectively. The PE beyond 20% was less than 5% of the total. Bioequivalence assessment of the two PGT formulations, based on the best LSS models, provided results similar to those obtained using all the observed concentration-time data points, and indicated that the two PGT formulations were bioequivalent.
Conclusion: The LSS method for bioequivalence assessment of PGT formulations was established and proved to be applicable and accurate. Thus, it could be considered appropriate for PGT bioequivalence study with inexpensive cost of sampling acquisition and analysis. Key words: pioglitazone hydrochloride; limited sampling strategy; Monte Carlo simulation; bioequivalence
Download full-text PDF |
Source |
---|
Pharmacol Biochem Behav
December 2024
Programa de Pós-Graduação em Farmacologia, Universidade Federal de Santa Maria, RS, Brazil. Electronic address:
Schizophrenia is a mental disorder characterized by positive, negative, and cognitive symptoms which is treated with antipsychotics. However, these drugs present several side effects and, some schizophrenia symptoms, like cognitive, are difficult to treat. The peroxisome proliferator-activated receptors-gamma (PPAR-γ) are expressed in dopaminergic neurons of the midbrain participating in the modulation of neurotransmitters release like dopamine.
View Article and Find Full Text PDFProg Neuropsychopharmacol Biol Psychiatry
December 2024
Dept. Science, Roma Tre University, Rome, Italy; Neuroendocrinology, Metabolism and Neuropharmacology Unit, IRCCS Fondazione Santa Lucia, Rome, Italy. Electronic address:
β-Caryophyllene (BCP) is a naturally occurring sesquiterpene found in numerous plant species, including Cannabis sativa. BCP has shown a high safety profile and a wide range of biological functions, including beneficial effects in neurodegenerative and inflammatory diseases. Here, we used behavioral, pharmacological, and in-silico docking analyses to investigate the effects and mechanism of action of BCP in Fragile X Syndrome (FXS), the most common inherited cause of Autism Spectrum Disorder (ASD) and intellectual disability.
View Article and Find Full Text PDFCurr Opin Endocrinol Diabetes Obes
February 2025
Department of Endocrinology, Changi General Hospital.
Purpose Of Review: The aim of this review was to discuss the use and concerns of diabetes agents, clinical targets, and key aspects to be considered in the management of patients with type 2 diabetes mellitus (T2DM), and at high risk or established cardiovascular disease (CVD).
Recent Findings: The recent European and American guidelines recommended SGLT2 inhibitors and GLP-1 receptor agonists as the preferred first-line diabetes agents in patients with T2DM and CVD. This is a paradigm shift from using metformin as first-line therapy.
World J Diabetes
December 2024
Department of Endocrinology, Rare Disease Center, The First Affiliated Hospital of Army Medical University, Chongqing 400038, China.
Background: Familial partial lipodystrophy disease (FPLD) is a collection of rare genetic diseases featuring partial loss of adipose tissue. However, metabolic difficulties, such as severe insulin resistance, diabetes, hypertriglyceridemia, and hypertension frequently occur alongside adipose tissue loss, making it susceptible to misdiagnosis and delaying effective treatment. Numerous genes are implicated in the occurrence of FPLD, and genetic testing has been for conditions linked to single gene mutation related to FPLD.
View Article and Find Full Text PDFMol Neurobiol
December 2024
Department of Neurosurgery, The Affiliated Yixing Hospital of Jiangsu University, Jiangsu Province, Yixing, 214200, China.
Subarachnoid hemorrhage (SAH), a subtype of hemorrhagic stroke primarily resulting from the rupture of intracranial aneurysms, remains a significant contributor to disability and mortality, notwithstanding advancements in treatment. This study investigates the neuroprotective effects of pioglitazone in SAH, focusing on the PPAR-γ pathway and its potential role in mitigating early brain injury (EBI) following SAH. Neuroprotective efficacy was assessed through neurobehavioral assessment, brain water content analysis, TUNEL, immunofluorescence, western blotting, and inflammatory factor assay.
View Article and Find Full Text PDFEnter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!