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Physiologically-based kinetic (PBK) models can simulate concentrations of chemicals in tissues over time without animal experiments. Nevertheless, in vivo data are often used to parameterise PBK models. This study aims to illustrate that a combination of kinetic and dynamic readouts from in vitro assays can be used to parameterise PBK models simulating neurologically-active concentrations of xenobiotics. Baclofen, an intrathecally administered drug to treat spasticity, was used as a proof-of-principle xenobiotic. An in vitro blood-brain barrier (BBB) model was used to determine the BBB permeability of baclofen needed to simulate plasma and cerebrospinal concentrations. Simulated baclofen concentrations in individuals and populations of adults and children generally fall within 2-fold of measured clinical study concentrations. Further, in vitro micro-electrode array recordings were used to determine the effect of baclofen on neuronal activity (cell signalling). Using quantitative in vitro-in vivo extrapolations (QIVIVE) corresponding doses of baclofen were estimated. QIVIVE showed that up to 4600 times lower intrathecal doses than oral and intravenous doses induce comparable neurological effects. Most simulated doses were in the range of administered doses. This show that PBK models predict concentrations in the central nervous system for various routes of administration accurately without the need for additional in vivo data.
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http://dx.doi.org/10.1016/j.tiv.2021.105223 | DOI Listing |
Biochem Pharmacol
August 2025
Department of Respiratory and Critical Care Medicine, National Health Commission Key Laboratory of Respiratory Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Ave, Wuhan 430030, China. Electronic address:
Idiopathic pulmonary fibrosis (IPF) is a progressive interstitial lung disease of unknown etiology with poor prognosis and limited therapies. OTS514, a PBK inhibitor, has been implicated in suppressing tumor progression by modulating various cellular biological processes. Nonetheless, the potential impact of PBK and OTS514 on IPF have yet to be elucidated.
View Article and Find Full Text PDFComput Biol Med
September 2025
School of Computer Science and Engineering, Vellore Institute of Technology - Chennai Campus, Chennai 600127, Tamil Nadu, India. Electronic address:
Cardiac anomalies are severe and life-threatening, making early detection essential to reducing health risks and mortality. According to the European Society of Cardiology, over 13 million people suffer from heart valve diseases annually, often identified by heartbeat anomalies. Traditional diagnostic methods depend on specialized expertise and advanced equipment.
View Article and Find Full Text PDFALTEX
July 2025
Unilever, Safety and Environmental Assurance Centre (SEAC), Colworth Science Park, Sharnbrook, United Kingdom.
This study aimed to develop a physiologically based kinetic (PBK) model for benzophenone-4 (BP-4) in humans based on in vitro and in silico input data and to achieve scientific confidence in predicted internal exposures of BP-4 in the absence of human kinetic data. The key steps included are: 1) establishing a core PBK model containing minimal required input for dermal absorption, liver metabolism, plasma protein binding, blood to plasma ratio, and tissue:plasma partition coefficients, 2) using chemical-specific characteristics to define additional key kinetic processes, which led to inclusion of transporter kinetics, and 3) conducting sensitivity analyses and assessing population variability. The in vitro kinetic results revealed limited skin penetration of BP-4 (⟨ 0.
View Article and Find Full Text PDFData Brief
August 2025
Data Scientist Fiserv Inc, USA.
Robot-assisted surgery (RAS) is transforming modern healthcare by enhancing precision, reducing human error, and improving patient outcomes. A crucial step toward fully autonomous robotic surgery is the accurate and real-time recognition of surgical instruments. In this work, we present a comprehensive surgical instrument dataset named as SID-RAS which comprises of 6000 high resolution images categorized into nine distinct classes: cotton, episiotomy scissors, forceps, gloves, hemostats, mayo, scalpel, stitch scissors, and syringe.
View Article and Find Full Text PDFSci Rep
July 2025
Department of Hepatobiliary Pancreatic and Splentic Surgery, Jingzhou Hospital Affiliated to Yangtze University, Jingzhou, 434020, Hubei Province, China.
Pancreatic adenocarcinoma (PAAD) is a highly lethal malignancy with limited effective prognostic biomarkers. In this study, 1,034 samples from TCGA-PAAD, GSE62452, GSE28735, GSE183795, and ICGC cohorts were systematically integrated to identify key programmed cell death-related genes (PCDRGs) associated with patient prognosis. Differential expression analysis and Univariate Cox regression analysis identified 17 candidate PCD-related genes significantly associated with overall survival.
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