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European Journal of Hospital Pharmacy :... Dec 2023Extended infusion (EI) of beta-lactam antibiotics may offer clinical benefits aligned with improved probability of target attainment for critical...
BACKGROUND
Extended infusion (EI) of beta-lactam antibiotics may offer clinical benefits aligned with improved probability of target attainment for critical pharmacokinetic/pharmacodynamic parameters that correlate with efficacy. There is much research interest in prolonged and continuous infusions (collectively, extended infusions) of beta-lactams to improve patient outcomes, particularly in critically ill patients in intensive care. While definitive clinical trial data demonstrating beneficial outcomes is awaited, there has been limited focus on the stability of the agents given by EI, which may be an equally critical parameter. EI may allow for savings in nursing time due to reduced need for drug reconstitution. We set out to examine the data for stability for EI at room temperature, consistent with the requirements of 'A Standard Protocol for Deriving and Assessment of Stability- Part 1 Aseptic Preparation (Small Molecules)', which allows a 5% loss of active pharmaceutical ingredient (API) applicable for those territories that use the British Pharmacopoeia also for a 10% loss applicable in much of rest of the world.
METHODS
Searches using preferred reporting items for systematic reviews and meta-analyses (PRISMA) principles for stability data on freshly prepared beta-lactam antimicrobials for extended administration at room temperature (at or above 23°C) were conducted in November 2021 and updated in December 2022.
RESULTS
We found data to support the extension of the shelf life of 12 key beta-lactam antibiotics once reconstituted (aztreonam, amoxicillin, benzylpenicillin, flucloxacillin, piperacillin/tazobactam, cefazolin, cefmetazole, ceftaroline, ceftazidime, ceftriaxone, imipenem and meropenem) compliant with the NHS protocol, and data for five other agents (ticarcillin, cefepime, cefiderocol, cefoxitin and doripenem) which would be acceptable in regions outside the UK beyond that listed in the Summary of Product Characteristics.This review has not been registered under PROSPERO.
Topics: Humans; Anti-Bacterial Agents; beta Lactam Antibiotics; Inpatients; Temperature; Ceftazidime
PubMed: 37848286
DOI: 10.1136/ejhpharm-2023-003855 -
Neurosurgical Review Sep 2023Aneurysmal subarachnoid hemorrhage (aSAH) is a devastating and life-threatening stroke subtype, that has a high disability and fatality rate. By the use of the systemic... (Review)
Review
Aneurysmal subarachnoid hemorrhage (aSAH) is a devastating and life-threatening stroke subtype, that has a high disability and fatality rate. By the use of the systemic immune-inflammation index (SII), it is possible to understand the pathophysiology that underlies immune and inflammatory responses and anticipate consequences including delayed cerebral ischemia (DCI), delayed cerebral vasospasm, and functional outcome. A systematic search of the English-language literature in PubMed and Embase was performed to locate articles addressing the usage of SII in aSAH patients. The cutoff value, sensitivity, specificity, and area-under-the curve (AUC) of the receiver operating characteristic (ROC) curve were collected. Four publications were reviewed after applying the exclusion criteria from the 53 included articles. All the studies indicated that higher SII on admission was significantly associated with poor prognosis. The research examined in this paper provides the earliest indications that higher SII predicts DCI, delayed cerebral vasospasm, and functional outcome, even though other medical subspecialties have used this ratio for a long time to make such predictions.
Topics: Humans; Prognosis; Subarachnoid Hemorrhage; Vasospasm, Intracranial; Area Under Curve; Cerebral Infarction; Inflammation
PubMed: 37659015
DOI: 10.1007/s10143-023-02133-x -
Journal of Medical Virology Sep 2023Accurate early detection of the human papillomavirus (HPV) status in head and neck cancer (HNC) is crucial to identify at-risk populations, stratify patients,... (Meta-Analysis)
Meta-Analysis
Accurate early detection of the human papillomavirus (HPV) status in head and neck cancer (HNC) is crucial to identify at-risk populations, stratify patients, personalized treatment options, and predict prognosis. Artificial intelligence (AI) is an emerging tool to dissect imaging features. This systematic review and meta-analysis aimed to evaluate the performance of AI to predict the HPV positivity through the HPV-associated diseased images in HNC patients. A systematic literature search was conducted in databases including Ovid-MEDLINE, Embase, and Web of Science Core Collection for studies continuously published from inception up to October 30, 2022. Search strategies included keywords such as "artificial intelligence," "head and neck cancer," "HPV," and "sensitivity & specificity." Duplicates, articles without HPV predictions, letters, scientific reports, conference abstracts, or reviews were excluded. Binary diagnostic data were then extracted to generate contingency tables and then used to calculate the pooled sensitivity (SE), specificity (SP), area under the curve (AUC), and their 95% confidence interval (CI). A random-effects model was used for meta-analysis, four subgroup analyses were further explored. Totally, 22 original studies were included in the systematic review, 15 of which were eligible to generate 33 contingency tables for meta-analysis. The pooled SE and SP for all studies were 79% (95% CI: 75-82%) and 74% (95% CI: 69-78%) respectively, with an AUC of 0.83 (95% CI: 0.79-0.86). When only selecting one contingency table with the highest accuracy from each study, our analysis revealed a pooled SE of 79% (95% CI: 75-83%), SP of 75% (95% CI: 69-79%), and an AUC of 0.84 (95% CI: 0.81-0.87). The respective heterogeneities were moderate (I for SE and SP were 51.70% and 51.01%) and only low (35.99% and 21.44%). This evidence-based study showed an acceptable and promising performance for AI algorithms to predict HPV status in HNC but was not comparable to the routine p16 immunohistochemistry. The exploitation and optimization of AI algorithms warrant further research. Compared with previous studies, future studies anticipate to make progress in the selection of databases, improvement of international reporting guidelines, and application of high-quality deep learning algorithms.
Topics: Humans; Artificial Intelligence; Papillomavirus Infections; Algorithms; Area Under Curve; Head and Neck Neoplasms; Human Papillomavirus Viruses
PubMed: 37691329
DOI: 10.1002/jmv.29080 -
British Journal of Clinical Pharmacology Feb 2024To map the literature on oral ciprofloxacin's pharmacokinetics and its implications for dose adjustments in specific populations. (Review)
Review
AIMS
To map the literature on oral ciprofloxacin's pharmacokinetics and its implications for dose adjustments in specific populations.
METHODS
A scoping review was performed according to the Cochrane Collaboration and JBI and reported following the PRISMA-ScR. Systematic searches on electronic databases were conducted to integrate the current evidence on ciprofloxacin's pharmacokinetics. The quality of the included studies was assessed using ClinPK's checklist.
RESULTS
The search yielded 55 relevant studies. Within the traditional pharmacokinetics studies (n = 46), 86 profiles were examined (72 involving healthy patients and 14 with various clinical conditions). Oral ciprofloxacin's pharmacokinetics were influenced by covariates such as drug interactions (ferrous ions, calcium carbonate, diclofenac and itraconazole), food interactions (calcium-rich foods), elderly populations and renal impairment. Notably, variability in pharmacokinetic parameters existed among subjects, regardless of their health status, underscoring the need for comprehensive population descriptions. Population pharmacokinetic studies (n = 9) identified significant covariates for hospitalized patients, such as creatinine clearance, plasma bicarbonate, estimated glomerular filtration rate, renal replacement therapy, age, sex, total bilirubin, fat-free mass, dietary factors in renal disease, rifampicin for clearance models and body weight for volume of distribution models. Most pharmacokinetic/pharmacodynamic assessments concluded that 1200 mg/day provides a high probability of target attainment for bacteria with minimum inhibitory concentration <0.5 mg L , aiming for an area under the curve for 24 h/minimum inhibitory concentration >125 h.
CONCLUSIONS
This study offers a comprehensive overview regarding oral ciprofloxacin's pharmacokinetics across various health conditions. It highlights the complexities of ciprofloxacin's pharmacokinetics, emphasizing the importance of considering multiple factors in dose adjustments.
Topics: Adult; Humans; Aged; Ciprofloxacin; Renal Replacement Therapy
PubMed: 37850318
DOI: 10.1111/bcp.15933 -
Paediatric Drugs May 2024In adults, sodium-glucose cotransporter type 2 inhibitors have revolutionised the treatment of type 2 diabetes mellitus, heart failure, and chronic kidney disease.
INTRODUCTION
In adults, sodium-glucose cotransporter type 2 inhibitors have revolutionised the treatment of type 2 diabetes mellitus, heart failure, and chronic kidney disease.
OBJECTIVE
We aimed to review information on compassionate use, clinical pharmacology, efficacy, and safety of dapagliflozin and empagliflozin in children.
METHODS
We conducted a systematic review of published clinical trials, case reports, and observational studies in Medline, Excerpta Medica, and Web of Science databases from inception to September 2023. For the two randomised controlled trials on type 2 diabetes mellitus (T2DM), we implemented a meta-analysis on the primary outcome (mean difference in glycosylated haemoglobin [HbA1c] between intervention and placebo groups). Review Manager (RevMan), version 5.4.1, was used for this purpose.
RESULTS
Thirty-five articles (nine case reports, ten case series, one prospective non-controlled trial, four controlled randomised trials, two surveys, six pharmacokinetic studies, and three pharmacovigilance studies) were selected, in which 415 children were exposed to either dapagliflozin or empagliflozin: 189 diabetic patients (mean age 14.7 ± 2.9 years), 32 children with glycogen storage disease type Ib (GSD Ib), glucose-6-phosphatase catalytic subunit 3 (G6PC3) deficiency, or severe congenital neutropenia type 4 (8.5 ± 5.1 years), 47 children with kidney disease or heart failure (11.2 ± 6.1 years), 84 patients in pharmacokinetic studies (15.1 ± 2.3 years), and 63 patients in toxicological series. The effect of dapagliflozin and empagliflozin in T2DM was demonstrated by HbA1c reduction in two randomised trials among a total of 177 adolescents, with a mean HbA1c difference of -0.82% (95% confidence interval -1.34 to -0.29) as compared to placebo (no heterogeneity, I = 0%). Dosage ranged between 5 and 20 mg (mean 11.4 ± 3.7) once daily for dapagliflozin and between 5 and 25 mg (mean 15.4 ± 7.4) once daily for empagliflozin. Among the paediatric cases of GSD Ib, empagliflozin 0.1-1.3 mg/kg/day improved neutropenia, infections, and gastrointestinal health. Dapagliflozin (mean dosage 6.9 ± 5.2 mg once daily) was well-tolerated in children with chronic kidney disease and heart failure. Side effects were generally mild, the most frequent being hypoglycaemia in children with GSD Ib (33% of patients) or T2DM (14% of patients) on concomitant hypoglycaemic drugs. Diabetic ketoacidosis is rare in children.
CONCLUSION
Early evidence suggests that dapagliflozin and empagliflozin are well tolerated in children. A clinical pharmacology rationale currently exists only for adolescents with diabetes mellitus.
PROSPERO REGISTRATION NUMBER
CRD42023438162.
Topics: Benzhydryl Compounds; Humans; Glucosides; Child; Diabetes Mellitus, Type 2; Sodium-Glucose Transporter 2 Inhibitors; Adolescent
PubMed: 38635113
DOI: 10.1007/s40272-024-00623-z -
European Journal of Clinical... Jun 2024Despite being clinically utilized for the treatment of infections, the limited therapeutic range of polymyxin B (PMB), along with considerable interpatient variability... (Review)
Review
BACKGROUND AND OBJECTIVES
Despite being clinically utilized for the treatment of infections, the limited therapeutic range of polymyxin B (PMB), along with considerable interpatient variability in its pharmacokinetics and frequent occurrence of acute kidney injury, has significantly hindered its widespread utilization. Recent research on the population pharmacokinetics of PMB has provided valuable insights. This study aims to review relevant literature to establish a theoretical foundation for individualized clinical management.
METHODS
Follow PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines, Pop-PK studies of PMB were searched in PubMed and EMBASE database systems from the inception of the database until March 2023.
RESULT
To date, a total of 22 population-based studies have been conducted, encompassing 756 subjects across six different countries. The recruited population in these studies consisted of critically infected individuals with multidrug-resistant bacteria, patients with varying renal functions, those with cystic fibrosis, kidney or lung transplant recipients, patients undergoing extracorporeal membrane oxygenation (ECMO) or continuous renal replacement therapy (CRRT), as well as individuals with obesity or pediatric populations. Among these studies, seven employed a one-compartmental model, with the range of typical clearance (CL) and volume (Vc) being 1.18-2.5L /h and 12.09-47.2 L, respectively. Fifteen studies employed a two-compartmental model, with the ranges of the clearance (CL) and volume of the central compartment (Vc), the volume of the peripheral compartment (Vp), and the intercompartment clearance (Q) were 1.27-8.65 L/h, 5.47-38.6 L, 4.52-174.69 L, and 1.34-24.3 L/h, respectively. Primary covariates identified in these studies included creatinine clearance and body weight, while other covariates considered were CRRT, albumin, age, and SOFA scores. Internal evaluation was conducted in 19 studies, with only one study being externally validated using an independent external dataset.
CONCLUSION
We conclude that small sample sizes, lack of multicentre collaboration, and patient homogeneity are the primary reasons for the discrepancies in the results of the current studies. In addition, most of the studies limited in the internal evaluation, which confined the implementation of model-informed precision dosing strategies.
Topics: Humans; Polymyxin B; Anti-Bacterial Agents; Models, Biological; Extracorporeal Membrane Oxygenation; Critical Illness
PubMed: 38483544
DOI: 10.1007/s00228-024-03666-w -
Journal of Thrombosis and Haemostasis :... Dec 2023With population pharmacokinetic (PK) modeling more readily available and PK-guided prophylaxis endorsed by current hemophilia guidelines, we conducted a systematic... (Meta-Analysis)
Meta-Analysis
BACKGROUND
With population pharmacokinetic (PK) modeling more readily available and PK-guided prophylaxis endorsed by current hemophilia guidelines, we conducted a systematic review to summarize current evidence in the literature.
OBJECTIVES
To assess the efficacy of PK-guided compared with non-PK-guided prophylaxis.
METHODS
We did not restrict inclusion to specific study design labels and included all studies consisting of at least one distinct cohort arm receiving PK-guided prophylaxis. We searched the following databases from inception to date of search: MEDLINE, Embase, CENTRAL, ClinicalTrials.gov, and the EU Clinical Trial Register. Following title, abstract, and full-text screening conducted independently by 2 review authors, we summarized studies qualitatively and synthesized included randomized clinical trials (RCTs) quantitatively by fitting random-effects models.
RESULTS
Search of databases on February 3, 2023, yielded 25 studies fitting our inclusion criteria. Of those, only 2 RCTs and 17 nonrandomized studies included a standard prophylaxis comparator group. Furthermore, risk of bias in the latter was substantial, primarily due to before-after study designs and retrospective comparator groups. Thus, nonrandomized studies were only presented qualitatively. A random-effects meta-analysis of the 2 identified RCT remained inconclusive with regards to bleeding outcomes (ratio of means, 1.15; 95% CI, 0.85-1.56) and factor consumption (ratio of means, 0.82; 95% CI, 0.58-1.18).
CONCLUSION
Evidence in the literature suggesting a clinical benefit of PK-guided over standard fixed-dose prophylaxis was weak and mainly found in nonrandomized studies limited by lack of concurrent controls, heterogeneity in outcome reporting, small sample sizes, and high risk of bias.
Topics: Humans; Hemophilia A; Hemorrhage
PubMed: 37739039
DOI: 10.1016/j.jtha.2023.08.031 -
International Journal of Medical... Dec 2023Medication prescription is a complex process that could benefit from current research and development in machine learning through decision support systems. Particularly... (Review)
Review
BACKGROUND
Medication prescription is a complex process that could benefit from current research and development in machine learning through decision support systems. Particularly pediatricians are forced to prescribe medications "off-label" as children are still underrepresented in clinical studies, which leads to a high risk of an incorrect dose and adverse drug effects.
METHODS
PubMed, IEEE Xplore and PROSPERO were searched for relevant studies that developed and evaluated well-performing machine learning algorithms following the PRISMA statement. Quality assessment was conducted in accordance with the IJMEDI checklist. Identified studies were reviewed in detail, including the required variables for predicting the correct dose, especially of pediatric medication prescription.
RESULTS
The search identified 656 studies, of which 64 were reviewed in detail and 36 met the inclusion criteria. According to the IJMEDI checklist, five studies were considered to be of high quality. 19 of the 36 studies dealt with the active substance warfarin. Overall, machine learning algorithms based on decision trees or regression methods performed superior regarding their predictive power than algorithms based on neural networks, support vector machines or other methods. The use of ensemble methods like bagging or boosting generally enhanced the accuracy of the dose predictions. The required input and output variables of the algorithms were considerably heterogeneous and differ strongly among the respective substance.
CONCLUSIONS
By using machine learning algorithms, the prescription process could be simplified and dosing correctness could be enhanced. Despite the heterogenous results among the different substances and cases and the lack of pediatric use cases, the identified approaches and required variables can serve as an excellent starting point for further development of algorithms predicting drug doses, particularly for children. Especially the combination of physiologically-based pharmacokinetic models with machine learning algorithms represents a great opportunity to enhance the predictive power and accuracy of the developed algorithms.
Topics: Humans; Child; Algorithms; Neural Networks, Computer; Machine Learning; Prescriptions
PubMed: 37939541
DOI: 10.1016/j.ijmedinf.2023.105241 -
Current Molecular Medicine Aug 2023Aminoglycosides are among the first-choice antibiotics for routine clinical use. However, dose-limiting factors such as ototoxicity and nephrotoxicity are considered as...
INTRODUCTION
Aminoglycosides are among the first-choice antibiotics for routine clinical use. However, dose-limiting factors such as ototoxicity and nephrotoxicity are considered as serious complications of aminoglycosides.
OBJECTIVE
In this systematic review, the main goal was to investigate the efficacy and incidence of nephrotoxicity and ototoxicity of once-daily dosing (ODD) and multiple daily dosing (MDD) regimens of aminoglycosides through available randomized controlled trials (RCTs).
METHODS
We performed a literature-based research in relevant databases, including EMBASE, MEDLINE, and SCOPUS published between 1987 and 2023 using the keywords "aminoglycosides", "pharmacokinetics", "ODD", "MDD", "once daily", "multiple daily", "dosing regimen", "nephrotoxicity", "ototoxicity", "efficacy", "safety", and "toxicity". As so told, the results of this article were limited to papers available in English. Our initial search yielded 1124 results. After a review of the titles and abstracts of the articles, 803 articles were excluded from this study because they did not address the toxicity and effectiveness of ODD versus MDD of aminoglycosides. A total number of 21 studies on gentamicin, tobramycin, netilmicin, and amikacin met the inclusion criteria for the efficacy of aminoglycosides and their role in ototoxicity and nephrotoxicity were included in this review. Studies recruited different age classes, and the age of relevant cohorts varied from only a few days to more than 70 years.
RESULTS
The most common clinical condition in the included studies was cystic fibrosis.
CONCLUSION
In most studies, there were no significant differences between the two regimens regarding ototoxicity. In addition, the ODD regimens were safer than MDD concerning nephrotoxicity.
PubMed: 37533241
DOI: 10.2174/1566524023666230801160452 -
Cureus Oct 2023Atrial fibrillation (AF) is a common cardiac arrhythmia that increases the risk of stroke and thromboembolism. Anticoagulation therapy can reduce this risk, but the... (Review)
Review
Atrial fibrillation (AF) is a common cardiac arrhythmia that increases the risk of stroke and thromboembolism. Anticoagulation therapy can reduce this risk, but the optimal choice of anticoagulant in patients with AF and renal dysfunction is challenging. Renal dysfunction is a common comorbidity seen in patients with AF. Renal dysfunction would affect the pharmacokinetics and pharmacodynamics of anticoagulants and make the patient more prone to bleeding complications. This complicates the assessment of the risks, benefits, and ratio for starting anticoagulant drugs in patients with renal dysfunction. Therefore, there is always a therapeutic conundrum due to the increased risk of bleeding and thromboembolic events in AF patients with renal dysfunction. We conducted a systematic review to summarize the current literature and identify the challenges of anticoagulation strategies in AF with renal dysfunction. We examined 180 articles from reputable journals published from 2018 to June 2023 and selected eight papers for detailed analysis. The studies we chose included a variety of drug treatments, such as traditional therapies like vitamin K antagonists, factor Xa inhibitors, heparins, and direct thrombin inhibitors. This systematic review will provide comprehensive information on the latest data on the effectiveness of various pharmacological treatments (anticoagulation strategies) in AF patients with renal dysfunction. The aim is to help doctors and other healthcare decision-makers choose the best anticoagulation strategy in AF patients with renal dysfunction and to overcome their dilemma between bleeding risk and systemic thromboembolic events.
PubMed: 38046493
DOI: 10.7759/cureus.48072