History-Informed Perspectives on the Modeling and Simulation of Therapeutic Drug Actions

Author(s):  
John Urquhart
Processes ◽  
2021 ◽  
Vol 9 (11) ◽  
pp. 2087
Author(s):  
Abigail Ferreira ◽  
Rui Lapa ◽  
Nuno Vale

Pharmacokinetics (PK) is a branch of pharmacology present and of vital importance for the research and development (R&D) of new drugs, post-market monitoring, and continued optimizations in clinical contexts. Ultimately, pharmacokinetics can contribute to improving patients’ clinical outcomes, helping enhance the efficacy of treatments, and reducing possible adverse side effects while also contributing to precision medicine. This article discusses the methods used to predict and study human pharmacokinetics and their evolution to the current physiologically based pharmacokinetic (PBPK) modeling and simulation methods. The importance of therapeutic drug monitoring (TDM) and PBPK as valuable tools for Model-Informed Precision Dosing (MIPD) are highlighted, with particular emphasis on antibiotic therapy since dosage adjustment of antibiotics can be vital to ensure successful clinical outcomes and to prevent the spread of resistant bacterial strains.


Life ◽  
2021 ◽  
Vol 11 (11) ◽  
pp. 1130
Author(s):  
Abigail Ferreira ◽  
Helena Martins ◽  
José Carlos Oliveira ◽  
Rui Lapa ◽  
Nuno Vale

The importance of closely observing patients receiving antibiotic therapy, performing therapeutic drug monitoring (TDM), and regularly adjusting dosing regimens has been extensively demonstrated. Additionally, antibiotic resistance is a contemporary concerningly dangerous issue. Optimizing the use of antibiotics is crucial to ensure treatment efficacy and prevent toxicity caused by overdosing, as well as to combat the prevalence and wide spread of resistant strains. Some antibiotics have been selected and reserved for the treatment of severe infections, including amikacin, gentamicin, tobramycin, and vancomycin. Critically ill patients often require long treatments, hospitalization, and require particular attention regarding TDM and dosing adjustments. As these antibiotics are eliminated by the kidneys, critical deterioration of renal function and toxic effects must be prevented. In this work, clinical data from a Portuguese cohort of 82 inpatients was analyzed and physiologically based pharmacokinetic (PBPK) modeling and simulation was used to study the influence of different therapeutic regimens and parameters as biological sex, body weight, and renal function on the biodistribution and pharmacokinetic (PK) profile of these four antibiotics. Renal function demonstrated the greatest impact on plasma concentration of these antibiotics, and vancomycin had the most considerable accumulation in plasma over time, particularly in patients with impaired renal function. Thus, through a PBPK study, it is possible to understand which pharmacokinetic parameters will have the greatest variation in a given population receiving antibiotic administrations in hospital context.


Author(s):  
K. H. Downing ◽  
S. G. Wolf ◽  
E. Nogales

Microtubules are involved in a host of critical cell activities, many of which involve transport of organelles through the cell. Different sets of microtubules appear to form during the cell cycle for different functions. Knowledge of the structure of tubulin will be necessary in order to understand the various functional mechanisms of microtubule assemble, disassembly, and interaction with other molecules, but tubulin has so far resisted crystallization for x-ray diffraction studies. Fortuitously, in the presence of zinc ions, tubulin also forms two-dimensional, crystalline sheets that are ideally suited for study by electron microscopy. We have refined procedures for forming the sheets and preparing them for EM, and have been able to obtain high-resolution structural data that sheds light on the formation and stabilization of microtubules, and even the interaction with a therapeutic drug.Tubulin sheets had been extensively studied in negative stain, demonstrating that the same protofilament structure was formed in the sheets and microtubules. For high resolution studies, we have found that the sheets embedded in either glucose or tannin diffract to around 3 Å.


2018 ◽  
Vol 75 (5) ◽  
pp. 316-328
Author(s):  
Christian Ansprenger ◽  
Emanuel Burri

Zusammenfassung. Die Diagnose und auch die Überwachung von chronisch entzündlichen Darmerkrankungen ruht auf mehreren Säulen: Anamnese, körperliche Untersuchung, Laborwerte (im Blut und Stuhl), Endoskopie, Histologie und Bildgebung. Die Diagnose kann nicht anhand eines einzelnen Befundes gestellt werden. In den letzten Jahren hat sich das Therapieziel weg von klinischen Endpunkten hin zu endoskopischen und sogar histologischen Endpunkten entwickelt. Für einige dieser neuen Therapieziele existiert allerdings noch keine allgemein gültige Definition. Regelmässige Endoskopien werden von Patienten schlecht toleriert, weshalb Surrogat-Marker wie Calprotectin untersucht wurden und eine gute Korrelation mit der mukosalen Entzündungsaktivität nachgewiesen werden konnte. Entsprechend zeigte sich bei Morbus Crohn eine Algorithmus-basierte Therapiesteuerung – unter anderem basierend auf Calprotectin – einer konventionellen Therapiesteuerung überlegen. Die Überwachung der medikamentösen Therapie («Therapeutic Drug Monitoring» [TDM]) ist ein zweites Standbein des Monitoring von chronisch entzündlichen Darmerkrankungen. Mit zunehmendem Einsatz vor allem der Biologika-Therapien wurden sowohl reaktives TDM (in Patienten mit klinischem Rezidiv) als auch proaktives TDM (in Patienten in Remission / stabiler Erkrankung) untersucht und haben (teilweise) Eingang in aktuelle Richtlinien gefunden. Zukünftige Studien werden die vorgeschlagenen Therapieziele besser definieren und den Nutzen der medikamentösen Therapieüberwachung auf den Krankheitsverlauf weiter untersuchen müssen.


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