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Maranchick NF, Peloquin CA. Role of therapeutic drug monitoring in the treatment of multi-drug resistant tuberculosis. J Clin Tuberc Other Mycobact Dis 2024; 36:100444. [PMID: 38708036 PMCID: PMC11067344 DOI: 10.1016/j.jctube.2024.100444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/07/2024] Open
Abstract
Tuberculosis (TB) is a leading cause of mortality worldwide, and resistance to anti-tuberculosis drugs is a challenge to effective treatment. Multi-drug resistant TB (MDR-TB) can be difficult to treat, requiring long durations of therapy and the use of second line drugs, increasing a patient's risk for toxicities and treatment failure. Given the challenges treating MDR-TB, clinicians can improve the likelihood of successful outcomes by utilizing therapeutic drug monitoring (TDM). TDM is a clinical technique that utilizes measured drug concentrations from the patient to adjust therapy, increasing likelihood of therapeutic drug concentrations while minimizing the risk of toxic drug concentrations. This review paper provides an overview of the TDM process, pharmacokinetic parameters for MDR-TB drugs, and recommendations for dose adjustments following TDM.
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Affiliation(s)
- Nicole F. Maranchick
- Infectious Disease Pharmacokinetics Lab, Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, FL, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA
| | - Charles A. Peloquin
- Infectious Disease Pharmacokinetics Lab, Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, FL, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA
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2
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Schäffler J, Vogeser M, Habler K. Isotope-dilution-LC-MS/MS candidate reference measurement procedure for cefepime in human serum. J Mass Spectrom Adv Clin Lab 2024; 33:43-48. [PMID: 39279891 PMCID: PMC11396040 DOI: 10.1016/j.jmsacl.2024.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 07/22/2024] [Accepted: 08/05/2024] [Indexed: 09/18/2024] Open
Abstract
Background Reference measurement procedures are an essential element in the standardization and comparability of analytical measurement results in laboratory medicine. No LC-MS/MS-based reference measurement procedure for cefepime in serum has been published previously. Materials and methods An isotope-dilution based two-dimensional LC-MS/MS reference measurement procedure for cefepime concentrations in human serum was developed and tested. The value assignment of unknown samples is based on a defined measurement series validation. Six unknown samples can be measured per series. Pass criteria for the run and the samples were determined empirically based on a performance evaluation. For this purpose, a between-run determination of five runs of the defined measurement series with six cefepime samples was carried out and evaluated. The goal was to define rigorous, realistic target limits and minimize measurement uncertainty. The final defined target limits are used for series-based validation and value assignment. The results for the six unknown samples are provided with the associated measurement uncertainty for this series. Results The developed and extensively studied measurement procedure for the quantification of cefepime in serum was found to be practicable and fit for its purpose. The between-run mean imprecision of the six cefepime samples was ≤ 2.0 %, for the QCs it was ≤ 2.3 % and the between-run mean inaccuracy of the QCs was within ± 1.1 %. Conclusion The novel isotope-dilution-LC-MS/MS measurement procedure in accordance to ISO 15193 can be recommended as candidate reference measurement procedure for the value assignment of cefepime concentrations in human serum.
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Affiliation(s)
- Judith Schäffler
- Institute of Laboratory Medicine, LMU University Hospital, LMU Munich, Germany
| | - Michael Vogeser
- Institute of Laboratory Medicine, LMU University Hospital, LMU Munich, Germany
| | - Katharina Habler
- Institute of Laboratory Medicine, LMU University Hospital, LMU Munich, Germany
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Chisanga M, Masson JF. Machine Learning-Driven SERS Nanoendoscopy and Optophysiology. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2024; 17:313-338. [PMID: 38701442 DOI: 10.1146/annurev-anchem-061622-012448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
A frontier of analytical sciences is centered on the continuous measurement of molecules in or near cells, tissues, or organs, within the biological context in situ, where the molecular-level information is indicative of health status, therapeutic efficacy, and fundamental biochemical function of the host. Following the completion of the Human Genome Project, current research aims to link genes to functions of an organism and investigate how the environment modulates functional properties of organisms. New analytical methods have been developed to detect chemical changes with high spatial and temporal resolution, including minimally invasive surface-enhanced Raman scattering (SERS) nanofibers using the principles of endoscopy (SERS nanoendoscopy) or optical physiology (SERS optophysiology). Given the large spectral data sets generated from these experiments, SERS nanoendoscopy and optophysiology benefit from advances in data science and machine learning to extract chemical information from complex vibrational spectra measured by SERS. This review highlights new opportunities for intracellular, extracellular, and in vivo chemical measurements arising from the combination of SERS nanosensing and machine learning.
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Affiliation(s)
- Malama Chisanga
- Département de Chimie, Institut Courtois, Quebec Center for Advanced Materials, Regroupement Québécois sur les Matériaux de Pointe, and Centre Interdisciplinaire de Recherche sur le Cerveau et l'Apprentissage, Université de Montréal, Montréal, Québec, Canada;
| | - Jean-Francois Masson
- Département de Chimie, Institut Courtois, Quebec Center for Advanced Materials, Regroupement Québécois sur les Matériaux de Pointe, and Centre Interdisciplinaire de Recherche sur le Cerveau et l'Apprentissage, Université de Montréal, Montréal, Québec, Canada;
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Brasier N, Ates HC, Sempionatto JR, Cotta MO, Widmer AF, Eckstein J, Goldhahn J, Roberts JA, Gao W, Dincer C. A three-level model for therapeutic drug monitoring of antimicrobials at the site of infection. THE LANCET. INFECTIOUS DISEASES 2023; 23:e445-e453. [PMID: 37348517 DOI: 10.1016/s1473-3099(23)00215-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 03/22/2023] [Accepted: 03/24/2023] [Indexed: 06/24/2023]
Abstract
The silent pandemic of bacterial antimicrobial resistance is a leading cause of death worldwide, prolonging hospital stays and raising health-care costs. Poor incentives to develop novel pharmacological compounds and the misuse of antibiotics contribute to the bacterial antimicrobial resistance crisis. Therapeutic drug monitoring (TDM) based on blood analysis can help alleviate the emergence of bacterial antimicrobial resistance and effectively decreases the risk of toxic drug concentrations in patients' blood. Antibiotic tissue penetration can vary in patients who are critically or chronically ill and can potentially lead to treatment failure. Antibiotics such as β-lactams and glycopeptides are detectable in non-invasively collectable biofluids, such as sweat and exhaled breath. The emergence of wearable sensors enables easy access to these non-invasive biofluids, and thus a laboratory-independent analysis of various disease-associated biomarkers and drugs. In this Personal View, we introduce a three-level model for TDM of antibiotics to describe concentrations at the site of infection (SOI) by use of wearable sensors. Our model links blood-based drug measurement with the analysis of drug concentrations in non-invasively collectable biofluids stemming from the SOI to characterise drug concentrations at the SOI. Finally, we outline the necessary clinical and technical steps for the development of wearable sensing platforms for SOI applications.
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Affiliation(s)
- Noé Brasier
- Institute for Translational Medicine, ETH Zurich, Zurich, Switzerland; Department of Digitalization & ICT, University Hospital Basel, Basel, Switzerland.
| | - H Ceren Ates
- FIT Freiburg Centre for Interactive Materials and Bioinspired Technology, University of Freiburg, Freiburg, Germany; Department of Microsystems Engineering, IMTEK, University of Freiburg, Freiburg, Germany
| | - Juliane R Sempionatto
- Andrew and Peggy Cherng Department of Medical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Menino O Cotta
- Faculty of Medicine, University of Queensland Centre for Clinical Research, The University of Queensland, Brisbane, QLD, Australia
| | - Andreas F Widmer
- Department of Infectious Disease and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
| | - Jens Eckstein
- Department of Digitalization & ICT, University Hospital Basel, Basel, Switzerland; Division for Internal Medicine, University Hospital Basel, Basel, Switzerland
| | - Jörg Goldhahn
- Institute for Translational Medicine, ETH Zurich, Zurich, Switzerland
| | - Jason A Roberts
- Faculty of Medicine, University of Queensland Centre for Clinical Research, The University of Queensland, Brisbane, QLD, Australia; Herston Infectious Diseases Institute (HeIDI), Metro North Health, Brisbane, QLD, Australia; Department of Pharmacy and Department of Intensive Care Medicine, Royal Brisbane and Women's Hospital, Brisbane, QLD, Australia; Division of Anaesthesiology, Critical Care Emergency and Pain Medicine, Nîmes University Hospital, University of Montpellier, Nîmes, France
| | - Wei Gao
- Andrew and Peggy Cherng Department of Medical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Can Dincer
- FIT Freiburg Centre for Interactive Materials and Bioinspired Technology, University of Freiburg, Freiburg, Germany; Department of Microsystems Engineering, IMTEK, University of Freiburg, Freiburg, Germany.
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Zhao S, Zaytseva O, Chang X, Zhang B. Therapeutic drug monitoring (TDM) as intervention: A cross-sectional analysis of characteristics of 173 registered clinical trials. Contemp Clin Trials Commun 2022; 30:101014. [PMID: 36276264 PMCID: PMC9579326 DOI: 10.1016/j.conctc.2022.101014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 08/30/2022] [Accepted: 10/01/2022] [Indexed: 11/13/2022] Open
Abstract
Background To examine fundamental characteristics of clinical trials with therapeutic drug monitoring (TDM) as intervention on world major clinical trials registry platform. Methods Cross-sectional analysis of clinical trials with TDM as intervention that were registered on WHO International Clinical Trials Registry Platform (ICTRP) or ClinicalTrials.gov. Relevant trial entries registered before and on March 2nd, 2022 were downloaded, deduplicated, and reviewed. Recruit country, monetary source, start years, study design, medical conditions, involved drugs, outcome measure, and subject information were extracted and analyzed. Results Overall, 173 clinical trials were included in this study. Majority of the trials were conducted in several economically prosperous countries. The earliest initiated trials dates back to 2002. Most of the trials were funded by hospitals (36.4%). A higher proportion of trials were conducted within one country (86.1%), as phase Ⅳ (34.1%) interventional study (82.7%), randomized (52.6%), parallel assignment (53.8%) and open label (67.0%). The most concerned medical condition were infectious or parasitic disease and neoplasms, with the most monitored drugs were immunosuppressants and β-lactam antibacterials. Most of the trials enroll no more than 50 subjects (30.6%), with both gender (95.4%), and adults (67.0%). Conclusion The trials were mainly conducted in several economically prosperous countries. The number of registered trials had gradually increased during the past years. Novel biological drugs have increasingly become the research hotspot. We expect that with abundant financial support, more high-quality large-scale, multicenter randomized clinical trials (RCTs) are designed and implemented to promote the development of TDM in the future.
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Affiliation(s)
- Shanshan Zhao
- Clinical Trial Institution Office/Department of Pharmacy, China Emergency General Hospital, Beijing, 100028, China
- Corresponding author.
| | - Olga Zaytseva
- Pharmacology Department, Bashkir State Medical University, Ufa, 450008, Bashkortostan, Russia
| | - Xiaohong Chang
- Clinical Trial Institution Office/Department of Pharmacy, China Emergency General Hospital, Beijing, 100028, China
| | - Boquan Zhang
- Clinical Trial Institution Office/Department of Pharmacy, China Emergency General Hospital, Beijing, 100028, China
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Tritscher P, Delannoy M, Agrinier N, Charmillon A, Degand N, Dellamonica J, Roger C, Leone M, Scala-Bertola J, Novy E. Assessment of current practice for β-lactam therapeutic drug monitoring in French ICUs in 2021: a nationwide cross-sectional survey. J Antimicrob Chemother 2022; 77:2650-2657. [PMID: 36059108 DOI: 10.1093/jac/dkac291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 07/19/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Current guidelines and literature support the use of therapeutic drug monitoring (TDM) to optimize β-lactam treatment in adult ICU patients. OBJECTIVES To describe the current practice of β-lactam monitoring in French ICUs. METHODS A nationwide cross-sectional survey was conducted from February 2021 to July 2021 utilizing an online questionnaire that was sent as an email link to ICU specialists (one questionnaire per ICU). RESULTS Overall, 119 of 221 (53.8%) French ICUs participated. Eighty-seven (75%) respondents reported having access to β-lactam TDM, including 52 (59.8%) with on-site access. β-Lactam concentrations were available in 24-48 h and after 48 h for 36 (41.4%) and 26 (29.9%) respondents, respectively. Most respondents (n = 61; 70.1%) reported not knowing whether the β-lactam concentrations in the TDM results were expressed as unbound fractions or total concentrations. The 100% unbound fraction of the β-lactam above the MIC was the most frequent pharmacokinetic and pharmacodynamic target used (n = 62; 73.0%). CONCLUSIONS Despite the publication of international guidelines, β-lactam TDM is not optimally used in French ICUs. The two major barriers are β-lactam TDM interpretation and the required time for results.
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Affiliation(s)
- Perrine Tritscher
- Université de Lorraine, CHRU-Nancy, Service d'anesthésie-réanimation et médecine péri-opératoire Brabois Adulte, F-54000 Nancy, France
| | - Matthieu Delannoy
- Université de Lorraine, CHRU-Nancy, Service d'anesthésie-réanimation et médecine péri-opératoire Brabois Adulte, F-54000 Nancy, France
| | - Nelly Agrinier
- Université de Lorraine, APEMAC, F-54000 Nancy, France.,CHRU-Nancy, INSERM, Université de Lorraine, CIC, Épidémiologie Clinique, F-54000 Nancy, France
| | - Alexandre Charmillon
- Université de Lorraine, CHRU-Nancy, Service de maladies infectieuses, coordonnateur équipe transversale en infectiologie, F-54000 Nancy, France
| | - Nicolas Degand
- Centre Hospitalier d'Antibes Juan les Pins, Service de Biologie, F-06600 Antibes, France
| | - Jean Dellamonica
- Université de Nice Cote d'Azur, CHU de Nice, Service de médecine intensive et réanimation, F-06202 Nice, France.,UR2CA Unité de Recherche Clinique Côte d'Azur, Université Cote d'Azur, F-06202 Nice, France
| | - Claire Roger
- CHU Nîmes, Service des Réanimations, Pôle Anesthésie Réanimation Douleur Urgence, F-30000 Nîmes, France.,UR UM 103 IMAGINE, Université de Montpellier, F-34090 Montpellier, France
| | - Marc Leone
- Aix Marseille Université, APHM, Hôpital Nord, Service d'anesthésie et de Réanimation, F-13015 Marseille, France
| | - Julien Scala-Bertola
- Université de Lorraine, CHRU-Nancy, Service de pharmacologie Clinique et toxicologie, F-54000 Nancy, France.,Université de Lorraine, CNRS, IMoPA, F-54000 Nancy, France
| | - Emmanuel Novy
- Université de Lorraine, CHRU-Nancy, Service d'anesthésie-réanimation et médecine péri-opératoire Brabois Adulte, F-54000 Nancy, France.,Université de Lorraine, SIMPA, F-54000 Nancy, France
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Advances in clinical antibiotic testing. Adv Clin Chem 2022; 110:73-116. [DOI: 10.1016/bs.acc.2022.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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