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Minichmayr IK, Dreesen E, Centanni M, Wang Z, Hoffert Y, Friberg LE, Wicha SG. Model-informed precision dosing: State of the art and future perspectives. Adv Drug Deliv Rev 2024:115421. [PMID: 39159868 DOI: 10.1016/j.addr.2024.115421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 07/19/2024] [Accepted: 08/01/2024] [Indexed: 08/21/2024]
Abstract
Model-informed precision dosing (MIPD) stands as a significant development in personalized medicine to tailor drug dosing to individual patient characteristics. MIPD moves beyond traditional therapeutic drug monitoring (TDM) by integrating mathematical predictions of dosing, and considering patient-specific factors (patient characteristics, drug measurements) as well as different sources of variability. For this purpose, rigorous model qualification is required for the application of MIPD in patients. This review delves into new methods in model selection and validation, also highlighting the role of machine learning in improving MIPD, the utilization of biosensors for real-time monitoring, as well as the potential of models integrating biomarkers for efficacy or toxicity for precision dosing. The clinical evidence of TDM and MIPD is discussed for various medical fields including infection medicine, oncology, transplant medicine, and inflammatory bowel diseases, thereby underscoring the role of pharmacokinetics/pharmacodynamics and specific biomarkers. Further research, particularly randomized clinical trials, is warranted to corroborate the value of MIPD in enhancing patient outcomes and advancing personalized medicine.
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Affiliation(s)
- I K Minichmayr
- Dept. of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
| | - E Dreesen
- Clinical Pharmacology and Pharmacotherapy Unit, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - M Centanni
- Department of Pharmacy, Uppsala University, Uppsala, Sweden
| | - Z Wang
- Clinical Pharmacology and Pharmacotherapy Unit, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - Y Hoffert
- Clinical Pharmacology and Pharmacotherapy Unit, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - L E Friberg
- Department of Pharmacy, Uppsala University, Uppsala, Sweden
| | - S G Wicha
- Department of Clinical Pharmacy, Institute of Pharmacy, University of Hamburg, Hamburg, Germany.
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2
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Contejean A, Maillard A, Canouï E, Kernéis S, Fantin B, Bouscary D, Parize P, Garcia-Vidal C, Charlier C. Advances in antibacterial treatment of adults with high-risk febrile neutropenia. J Antimicrob Chemother 2023; 78:2109-2120. [PMID: 37259598 DOI: 10.1093/jac/dkad166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023] Open
Abstract
BACKGROUND High-risk febrile neutropenia (HR-FN) is a life-threatening complication in patients with haematological malignancies or receiving myelosuppressive chemotherapy. Since the last international guidelines were published over 10 years ago, there have been major advances in the understanding and management of HR-FN, including on antibiotic pharmacokinetics and discontinuation/de-escalation strategies. OBJECTIVES Summarizing major advances in the field of antibacterial therapy in patients with HR-FN: empirical therapy, pharmacokinetics of antibiotics and antibiotic stewardship. SOURCES Narrative review based on literature review from PubMed. We focused on studies published between 2010 and 2023 about the pharmacokinetics of antimicrobials, management of antimicrobial administration, and discontinuation/de-escalation strategies. We did not address antimicrobial prophylaxis, viral or fungal infections. CONTENT Several high-quality publications have highlighted important modifications of antibiotic pharmacokinetics in HR-FN, with standard dosages exposing patients to underdosing. These recent clinical and population pharmacokinetics studies help improve management protocols with optimized initial dosing and infusion rules for β-lactams, vancomycin, daptomycin and amikacin; they highlight the potential benefits of therapeutic drug monitoring. A growing body of evidence also shows that antibiotic discontinuation/de-escalation strategies are beneficial for bacterial ecology and patients' outcome. We further discuss methods and limitations for implementation of such protocols in haematology. IMPLICATIONS We highlight recent information about the management of antibacterial therapy in HR-FN that might be considered in updated guidelines for HR-FN management.
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Affiliation(s)
- Adrien Contejean
- Service d'Hématologie, Centre Hospitalier Annecy Genevois, 1 Avenue de l'hôpital, F-74370 Epagny Metz-Tessy, France
- Équipe Mobile d'Infectiologie, AP-HP, APHP.CUP, Hôpital Cochin, F-75014 Paris, France
- Université Paris Cité, Faculté de Médecine, F-75006 Paris, France
| | - Alexis Maillard
- Équipe Mobile d'Infectiologie, AP-HP, APHP.CUP, Hôpital Cochin, F-75014 Paris, France
| | - Etienne Canouï
- Équipe Mobile d'Infectiologie, AP-HP, APHP.CUP, Hôpital Cochin, F-75014 Paris, France
| | - Solen Kernéis
- Université Paris Cité, Faculté de Médecine, F-75006 Paris, France
- Équipe de Prévention du Risque Infectieux, AP-HP, Hôpital Bichat, F-75018 Paris, France
- Université Paris Cité, INSERM, IAME, F-75018 Paris, France
| | - Bruno Fantin
- Université Paris Cité, Faculté de Médecine, F-75006 Paris, France
- Département de Médecine Interne, AP-HP, Hôpital Beaujon, F-92110, Clichy, France
| | - Didier Bouscary
- Université Paris Cité, Faculté de Médecine, F-75006 Paris, France
- Service d'Hématologie, AP-HP, APHP.CUP, Hôpital Cochin, F-75014 Paris, France
| | - Perrine Parize
- Service de Maladies Infectieuses, AP-HP, APHP.CUP, Hôpital Necker-Enfants Malades, F-75015 Paris, France
| | - Carolina Garcia-Vidal
- Infectious Diseases Department, Hospital Clínic-IDIBAPS, Barcelona, Spain
- CIBERINF, Madrid, Spain
| | - Caroline Charlier
- Équipe Mobile d'Infectiologie, AP-HP, APHP.CUP, Hôpital Cochin, F-75014 Paris, France
- Université Paris Cité, Faculté de Médecine, F-75006 Paris, France
- National Reference Center Listeriosis WHO Collaborating Center, Institut Pasteur, F-75015 Paris, France
- Biology of Infection Unit, Inserm U1117 Institut Pasteur, F-75015 Paris, France
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Ajibola O, Aremu TO, Dada SO, Ajibola O, Adeyinka KO, Ajibola A, Oluwole OE. The Trend of Cefepime-Induced Neurotoxicity: A Systematic Review. Cureus 2023; 15:e40980. [PMID: 37503476 PMCID: PMC10370502 DOI: 10.7759/cureus.40980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/26/2023] [Indexed: 07/29/2023] Open
Abstract
There has been increased use of cefepime due to concerns about the nephrotoxic effects of the combined use of vancomycin and Zosyn. However, cefepime is associated with neurotoxicity. We conducted a systematic review using online data to explore the trend of cefepime-induced neurotoxicity over the last 10 years. Forty-six articles met our inclusion criteria, including 73 cases of cefepime-induced neurotoxicity. We noticed a steady increase in the reports of cefepime-induced neurotoxicity, from one case in 2013 to 11 cases in 2022. Individuals aged 65 and older accounted for most cefepime-induced neurotoxicity cases (52%). The top three indications for cefepime administration included bone and joint infections (25%), urinary tract infections (22.7%), and pneumonia (22.7%). Most patients with renal impairment have never had a renal adjustment of their cefepime dosage (either 2 g 12 hours a day or 2 g eight hours a day). Most cases of cefepime-induced neurotoxicity occurred between days two and five (n=29, 71%), while most resolution occurred between days one and five (n=29, 85%). While cefepime continues to be a popularly used and effective antibiotic against gram-negative bacteria like Pseudomonas aeruginosa, its dosage needs to be adjusted in patients with renal impairment to avoid neurotoxicity.
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Affiliation(s)
- Oluwafemi Ajibola
- Pulmonary and Critical Care Medicine, Louisiana State University Health Sciences Center, New Orleans, USA
| | - Taiwo O Aremu
- Environmental Health Sciences, School of Public Health, University of Minnesota, Minneapolis, USA
- Pediatrics, University of Minnesota School of Medicine, Minneapolis, USA
- Pharmaceutical Care & Health Systems, College of Pharmacy, University of Minnesota, Minneapolis, USA
| | - Stephen O Dada
- Medicine, Windsor University School of Medicine, Cayon, KNA
| | - Olawale Ajibola
- Medicine, American University of St. Vincent School of Medicine, Leeward Hwy, VCT
| | | | | | - Oluwatosin E Oluwole
- Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, USA
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Effectiveness and Safety of Beta-Lactam Antibiotics with and without Therapeutic Drug Monitoring in Patients with Pseudomonas aeruginosa Pneumonia or Bloodstream Infection. Antimicrob Agents Chemother 2022; 66:e0064622. [PMID: 36073943 PMCID: PMC9578394 DOI: 10.1128/aac.00646-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
This objective of this study was to compare clinical outcomes in hospitalized patients with Pseudomonas aeruginosa pneumonia (PNA) or bloodstream infection (BSI) receiving beta-lactam antibiotic (BLA) infusions with and without the guidance of therapeutic drug monitoring (TDM). A retrospective, parallel cohort study was conducted at two academic medical centers between December 2015 and January 2020, UF Shands Gainesville, which uses BLA TDM for select patients (BLA TDM), and UF Health Jacksonville, which does not use BLA TDM (No-BLA TDM). All hospitalized adult patients with respiratory or blood culture positive for P. aeruginosa who met diagnosis criteria for lower respiratory tract infection with a positive P. aeruginosa respiratory culture and who received ≥48 h of intravenous BLA with in vitro susceptibility within 72 h of positive culture collection were included. The primary outcome was a composite of presumed treatment failure defined as the presence of any of the following from index-positive P. aeruginosa culture collection to the end of BLA therapy: all-cause mortality, escalation of and/or additional antimicrobial therapy for P. aeruginosa infection after 48 h of treatment with susceptible BLA due to worsening clinical status, or transfer to a higher level of care (i.e., the intensive care unit [ICU]). Analyses were adjusted for possible confounding with inverse probability of treatment weighting (IPTW). Two-hundred patients were included (BLA TDM, n = 95; No-BLA TDM, n = 105). In IPTW-adjusted analysis of the primary composite endpoint, BLA TDM demonstrated a significant decrease in presumed treatment failure compared to No-BLA TDM (adjusted odds ratio [aOR] 0.037, 95% confidence interval [CI] [0.013 to 0.107]; P < 0.001). BLA TDM had more 30-, 60- and 90-day infection-related readmissions ([aOR], 11.301, 95% CI (3.595 to 35.516); aOR 10.389, 95% CI [2.496 to 43.239], and aOR 24.970, 95% CI [6.703 to 93.028]) in IPTW analyses. For both unadjusted and IPTW-adjusted cohorts, there was no significant difference in hospital and ICU length of stay, adverse effects while on BLA, or microbiological eradication between BLA TDM and No-BLA TDM. In hospitalized adult patients with P. aeruginosa PNA or BSI, the use of TDM-guided BLA infusions decreased the odds of presumed treatment failure compared to patients receiving BLA infusions without TDM guidance. Future studies should evaluate BLA TDM impact on readmission.
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Maan G, Keitoku K, Kimura N, Sawada H, Pham A, Yeo J, Hagiya H, Nishimura Y. Cefepime-induced neurotoxicity: systematic review. J Antimicrob Chemother 2022; 77:2908-2921. [PMID: 35971666 DOI: 10.1093/jac/dkac271] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 06/24/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Cefepime-induced neurotoxicity (CIN) has been well acknowledged among clinicians, although there are no clear diagnostic criteria or specific laboratory testing to help with its diagnosis. We aimed to summarize the existing evidence regarding CIN and provide future agendas for research. METHODS Following the PRISMA Extension for Scoping Reviews, we searched MEDLINE and Embase for all peer-reviewed articles using keywords including 'cefepime', 'neurotoxicity', 'encephalopathy' and 'seizure', from their inception to 20 January 2022. RESULTS We included 92 articles, including 23 observational studies and 69 cases from case reports and case series, in the systematic review. Among 119 patients with CIN, 23.5% were in the ICU at the time of diagnosis and nearly 90% of the cases showed renal dysfunction.Cefepime overdoses were described in 41%. The median latency period of developing CIN from cefepime initiation was 4 days, and about 12% developed CIN during empirical treatment. CIN patients commonly manifested altered mental status (93%), myoclonus (37%) and non-convulsive seizure epilepticus (28%). A serum cefepime trough level of >20 mg/L would put patients at risk for CIN. CIN-related symptoms were ameliorated in 97.5% by dose reduction or discontinuation of cefepime, with median time to improvement of 3 days. No CIN-associated deaths were reported. CONCLUSIONS This systematic review summarizes the current evidence and characteristics of CIN. In the current situation where there are no CIN diagnostic criteria and the drug monitoring platform is not routinely available, candidates for cefepime should be carefully selected. Also, based on these findings, it needs to be appropriately dosed to avoid the development of CIN.
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Affiliation(s)
- Gozun Maan
- Department of Medicine, John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI 96813, USA
| | - Koichi Keitoku
- Department of Medicine, John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI 96813, USA
| | - Nobuhiko Kimura
- Department of Medicine, John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI 96813, USA
| | - Haruki Sawada
- Department of Medicine, John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI 96813, USA
| | - Andrew Pham
- Department of Medicine, John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI 96813, USA
| | - Jihun Yeo
- Department of Medicine, John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI 96813, USA
| | - Hideharu Hagiya
- Department of General Medicine, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Yoshito Nishimura
- Department of Medicine, John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI 96813, USA
- Department of General Medicine, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama 700-8558, Japan
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Pais GM, Chang J, Barreto EF, Stitt G, Downes KJ, Alshaer MH, Lesnicki E, Panchal V, Bruzzone M, Bumanglag AV, Burke SN, Scheetz MH. Clinical Pharmacokinetics and Pharmacodynamics of Cefepime. Clin Pharmacokinet 2022; 61:929-953. [PMID: 35764774 PMCID: PMC9345683 DOI: 10.1007/s40262-022-01137-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/02/2022] [Indexed: 11/28/2022]
Abstract
Cefepime is a broad-spectrum fourth-generation cephalosporin with activity against Gram-positive and Gram-negative pathogens. It is generally administered as an infusion over 30-60 min or as a prolonged infusion with infusion times from 3 h to continuous administration. Cefepime is widely distributed in biological fluids and tissues with an average volume of distribution of ~ 0.2 L/kg in healthy adults with normal renal function. Protein binding is relatively low (20%), and elimination is mainly renal. About 85% of the dose is excreted unchanged in the urine, with an elimination half-life of 2-2.3 h. The pharmacokinetics of cefepime is altered under certain pathophysiological conditions, resulting in high inter-individual variability in cefepime volume of distribution and clearance, which poses challenges for population dosing approaches. Consequently, therapeutic drug monitoring of cefepime may be beneficial in certain patients including those who are critically ill, have life-threatening infections, or are infected with more resistant pathogens. Cefepime is generally safe and efficacious, with a goal exposure target of 70% time of the free drug concentration over the minimum inhibitory concentration for clinical efficacy. In recent years, reports of neurotoxicity have increased, specifically in patients with impaired renal function. This review summarizes the pharmacokinetics, pharmacodynamics, and toxicodynamics of cefepime contemporarily in the setting of increasing cefepime exposures. We explore the potential benefits of extended or continuous infusions and therapeutic drug monitoring in special populations.
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Affiliation(s)
- Gwendolyn M Pais
- Department of Pharmacy Practice, Chicago College of Pharmacy, Midwestern University, 555 31st St., Downers Grove, IL, 60515, USA
- Chicago College of Pharmacy Pharmacometrics Center of Excellence, Midwestern University, Downers Grove, IL, USA
| | - Jack Chang
- Department of Pharmacy Practice, Chicago College of Pharmacy, Midwestern University, 555 31st St., Downers Grove, IL, 60515, USA
- Chicago College of Pharmacy Pharmacometrics Center of Excellence, Midwestern University, Downers Grove, IL, USA
| | | | - Gideon Stitt
- Center for Clinical Pharmacology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Kevin J Downes
- Center for Clinical Pharmacology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Division of Infectious Diseases, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Mohammad H Alshaer
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, FL, USA
- Infectious Disease Pharmacokinetics Lab, Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA
| | - Emily Lesnicki
- College of Graduate Studies, Midwestern University, Downers Grove, IL, USA
| | - Vaidehi Panchal
- Chicago College of Osteopathic Medicine, Midwestern University, Downers Grove, IL, USA
| | - Maria Bruzzone
- Division of Neurology, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Argyle V Bumanglag
- Department of Neuroscience, College of Medicine, University of Florida, Gainesville, FL, USA
- Cognitive Aging and Memory Center, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Sara N Burke
- Department of Neuroscience, College of Medicine, University of Florida, Gainesville, FL, USA
- Cognitive Aging and Memory Center, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Marc H Scheetz
- Department of Pharmacy Practice, Chicago College of Pharmacy, Midwestern University, 555 31st St., Downers Grove, IL, 60515, USA.
- Chicago College of Pharmacy Pharmacometrics Center of Excellence, Midwestern University, Downers Grove, IL, USA.
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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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