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Plasma drug concentrations have historically played a central role in pharmacology, serving as a measurable intermediary between administered dose and clinical response. This model, linking Dose, Concentration and Effect, underpins therapeutic drug monitoring, pharmacokinetic/pharmacodynamic (PK/PD) modeling, and regulatory evaluation. Yet, numerous examples challenge the assumption that plasma concentrations are necessary or sufficient to predict drug effects. Drugs acting locally, exhibiting delayed pharmacodynamics, or relying on active metabolites often dissociate systemic levels from clinical efficacy. Furthermore, modern tools such as receptor occupancy imaging, functional biomarkers, and systems pharmacology offer richer representations of drug action. Drawing on Judea Pearl's framework for causal inference, we question whether plasma concentrations lie on the true causal pathway between dose and effect, or whether they sometimes obscure rather than reveal pharmacological mechanisms. Using clinical examples and conceptual analysis, we argue for a more selective targeted and context-sensitive use of plasma concentrations. This approach values their usefulness while cautioning against overuse. A structured decision framework is proposed to help determine when plasma monitoring is informative, and when alternative approaches may be more appropriate.
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http://dx.doi.org/10.3389/fphar.2025.1660323 | DOI Listing |
Target Oncol
September 2025
Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, Denmark.
Background: Population pharmacokinetic models can potentially provide suggestions for an initial dose and the magnitude of dose adjustment during therapeutic drug monitoring procedures of imatinib. Several population pharmacokinetic models for imatinib have been developed over the last two decades. However, their predictive performance is still unknown when extrapolated to different populations, especially children.
View Article and Find Full Text PDFAdv Ther
September 2025
Teva Branded Pharmaceutical Products R&D LLC, West Chester, PA, USA.
Introduction: Pharmacokinetic differences between long-acting injectable antipsychotic (LAI) formulations, combined with a lack of clinical switch studies, contribute to clinician uncertainty when transitioning between LAIs. This analysis employed a population pharmacokinetic (popPK) modeling approach to characterize dosing conversions and switching strategies from intramuscular paliperidone palmitate once monthly (PP1m) to TV-46000, a long-acting subcutaneous formulation of risperidone, once monthly (q1m), with a secondary analysis of PP1m to TV-46000 every 2 months (q2m).
Methods: For PP1m and TV-46000, concentration-time profiles for paliperidone and TV-46000 total active moiety (TAM; risperidone + paliperidone) were simulated on the basis of published popPK models with virtual populations of 5000 patients.
J Vet Pharmacol Ther
September 2025
Elanco Animal Health, Sèvres, France.
Ilunocitinib, a novel Janus kinase inhibitor, is indicated for managing pruritus and skin lesions associated with canine allergic and atopic dermatitis. Pharmacokinetics of ilunocitinib were investigated following single intravenous and oral administrations, both in fed and fasted states. Dose proportionality was assessed using oral doses ranging from 0.
View Article and Find Full Text PDFFront Genet
August 2025
Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China.
Introduction: Small nucleolar RNA (snoRNA) mediates RNA modifications, including 2'-O-methylation (Nm) and pseudouridine (Ψ), which has been proven to impact tumor progression. However, the role of snoRNA in the epigenetics of tumors remains poorly understood due to the lack of sufficiently effective experimental methods to identify snoRNA targets. Here, we identified SNORD13H, a C/D box snoRNA, as being downregulated in hepatocellular carcinoma (HCC), and its low expression was associated with HCC development.
View Article and Find Full Text PDFFront Microbiol
August 2025
State Key Laboratory of Microbial Technology, Shandong University, Qingdao, China.
Introduction: Manganese-oxidizing bacteria (MOB) play a critical role in converting soluble Mn(II) to insoluble Mn(III/IV) oxides, which have been widely applied for environmental remediation, particularly in heavy metal pollution control. Therefore, the discovery of novel MOB strains is of great significance for advancing pollution mitigation and ecosystem restoration.
Methods: In this study, a manganese-oxidizing bacterial strain was isolated from Mn-contaminated soil near an electroplating factory using selective LB medium supplemented with 10 mmol/L manganese chloride (MnCl), and the Leucoberbelin Blue (LBB) assay was employed to screen and identify strains with strong Mn(II)-oxidation ability.