Abstract
Delirium is common in ICU and the neurotoxicity induced by antibiotics could be at least in part responsible for it. This study explored the association between β-Lactam overdosing and persistent coma or delirium in patients under mechanical ventilation. All adult patients admitted in ICU receiving continuous sedation were included. β-Lactam’s concentrations were collected during sedation, and up to 48 h after end of continuous sedation. Antibiotic dosings were performed 24 h after initiation or after changing the dose or every 48 h. Overdosing was defined as β-Lactam concentrations above the target for the most resistant pathogen empirically considered, therefore 8 times its clinical breakpoint (BP) according to the European Committee on Antimicrobial Susceptibility Testing (EUCAST). The primary outcome was encephalopathy, defined as either delirium or persistent coma during the 48 h following sedation removal. 224 mechanically ventilated patients were prospectively included, and 190 patients assessed for primary outcome. 58% of patients presented an encephalopathy (30/111 persistent coma and 81/111 delirium), and had longer ventilation duration, more extubation failure, longer ICU length of stay, and higher mortality. β-Lactam overdosing rate was similar in patients with or without encephalopathy. Factors associated with encephalopathy were age, sedation duration and SOFA score. A subgroup analysis suggested an association of encephalopathy with overdosing when defined as per published neurotoxic thresholds. β-Lactam’s overdosing was not associated with occurrence of encephalopathy. These data highlight the complexity of delayed awakening and may suggest to broadening the identification of neurotoxic thresholds of individual antibiotics in further studies.
Data availability
The dataset used and analysed during the current study are available from the corresponding author on reasonable request.
Abbreviations
- BP:
-
Breakpoint
- CAM-ICU:
-
Confusion assessment method for the ICU
- EEG:
-
Electroencephalogram
- EUCAST:
-
The European Committee on Antimicrobial Susceptibility Testing
- HPLC:
-
High-performance liquid chromatography
- ICDSC:
-
Intensive Care Delirium Screening Checklist
- ICU:
-
Intensive care unit
- MIC:
-
Minimum inhibitory concentration
- MRI:
-
Magnetic resonance imaging
- RASS:
-
Richmond Agitation-Sedation Scale
- SOFA:
-
Sepsis-related organ failure assessment
- TDM:
-
Tomodensitometry
References
Reade, M. C. & Finfer, S. Sedation and delirium in the intensive care unit. N. Engl. J. Med. 370, 444–454 (2014).
Ely, E. W. et al. Delirium in mechanically ventilated patients: validity and reliability of the confusion assessment method for the intensive care unit (CAM-ICU). JAMA 286, 2703–2710 (2001).
Bergeron, N., Dubois, M. J., Dumont, M., Dial, S. & Skrobik, Y. Intensive Care Delirium Screening Checklist: evaluation of a new screening tool. Intensive Care Med. 27, 859–864 (2001).
Stollings, J. L. et al. Delirium in critical illness: clinical manifestations, outcomes, and management. Intensive Care Med. 47, 1089–1103 (2021).
Shehabi, Y. et al. Delirium duration and mortality in lightly sedated, mechanically ventilated intensive care patients*. Crit. Care Med. 38, 2311 (2010).
Ely, E. et al. The impact of delirium in the intensive care unit on hospital length of stay. Intensive Care Med. 27, (2001).
Salluh, J. I. F. et al. Outcome of delirium in critically ill patients: systematic review and meta-analysis. BMJ 350, h2538 (2015).
Pandharipande, P. P. et al. The intensive care delirium research agenda: a multinational, interprofessional perspective. Intensive Care Med. 43, 1329–1339 (2017).
Grahl, J. J. et al. Antimicrobial exposure and the risk of delirium in critically ill patients. Crit. Care Lond. Engl. 22, 337 (2018).
Zaal, I. J., Devlin, J. W., Peelen, L. M. & Slooter, A. J. C. A systematic review of risk factors for delirium in the ICU. Crit. Care Med. 43, 40–47 (2015).
Rey, A., Rossetti, A. O., Miroz, J.-P., Eckert, P. & Oddo, M. Late awakening in survivors of postanoxic coma: early neurophysiologic predictors and association with ICU and long-term neurologic recovery. Crit. Care Med. 47, 85–92 (2019).
Neuville, M. et al. Systematic overdosing of oxa- and cloxacillin in severe infections treated in ICU: risk factors and side effects. Ann. Intensive Care 7, 34 (2017).
Chow, K. M., Hui, A. C. & Szeto, C. C. Neurotoxicity induced by beta-lactam antibiotics: from bench to bedside. Eur. J. Clin. Microbiol. Infect. Dis. Off. Publ. Eur. Soc. Clin. Microbiol. 24, 649–653 (2005).
Imani, S., Buscher, H., Marriott, D., Gentili, S. & Sandaradura, I. Too much of a good thing: a retrospective study of β-lactam concentration-toxicity relationships. J. Antimicrob. Chemother. 72, 2891–2897 (2017).
Bitterman, R., Hussein, K., Leibovici, L., Carmeli, Y. & Paul, M. Systematic review of antibiotic consumption in acute care hospitals. Clin. Microbiol. Infect. Off. Publ. Eur. Soc. Clin. Microbiol. Infect. Dis. 22(561), e7-561.e19 (2016).
Beumier, M. et al. Elevated β-lactam concentrations associated with neurological deterioration in ICU septic patients. Minerva Anestesiol. 81, 497–506 (2015).
Fugate, J. E. et al. Cefepime neurotoxicity in the intensive care unit: a cause of severe, underappreciated encephalopathy. Crit. Care Lond. Engl. 17, R264 (2013).
Evans, L. et al. Surviving sepsis campaign: international guidelines for management of sepsis and septic shock 2021. Intensive Care Med. 47, 1181–1247 (2021).
Guilhaumou, R. et al. Optimization of the treatment with beta-lactam antibiotics in critically ill patients-guidelines from the French Society of Pharmacology and Therapeutics (Société Française de Pharmacologie et Thérapeutique-SFPT) and the French Society of Anaesthesia and Intensive Care Medicine (Société Française d’Anesthésie et Réanimation-SFAR). Crit. Care Lond. Engl. 23, 104 (2019).
Roberts, J. A. et al. DALI: defining antibiotic levels in intensive care unit patients: are current β-lactam antibiotic doses sufficient for critically ill patients?. Clin. Infect. Dis. Off. Publ. Infect. Dis. Soc. Am. 58, 1072–1083 (2014).
Vincent, J. L. et al. The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. On behalf of the Working Group on Sepsis-Related Problems of the European Society of Intensive Care Medicine. Intensive Care Med. 22, 707–710 (1996).
Sessler, C. N. et al. The Richmond Agitation-Sedation Scale: validity and reliability in adult intensive care unit patients. Am. J. Respir. Crit. Care Med. 166, 1338–1344 (2002).
Chanques, G. et al. The CAM-ICU has now a French ‘official’ version. The translation process of the 2014 updated Complete Training Manual of the Confusion Assessment Method for the Intensive Care Unit in French (CAM-ICU.fr). Anaesth. Crit. Care Pain Med. 36, 297–300 (2017).
European Committee on Antimicrobial Susceptibility Testing. The European Committee on Antimicrobial Susceptibility Testing. Breakpoint tables for interpretation of MICs and zone diameters. http://www.eucast.org (2023).
Abdulla, A. et al. The effect of therapeutic drug monitoring of beta-lactam and fluoroquinolones on clinical outcome in critically ill patients: the DOLPHIN trial protocol of a multi-centre randomised controlled trial. BMC Infect. Dis. 20, 57 (2020).
Magréault, S., Jauréguy, F., Carbonnelle, E. & Zahar, J.-R. When and how to use MIC in clinical practice?. Antibiot. Basel Switz. 11, 1748 (2022).
Bellouard, R. et al. Population pharmacokinetic study of cefazolin dosage adaptation in bacteremia and infective endocarditis based on a nomogram. Antimicrob. Agents Chemother. 63, e00806-e819 (2019).
Lalanne, S. et al. Amoxicillin-induced neurotoxicity: contribution of a healthcare data warehouse to the determination of a toxic concentration threshold. Antibiotics 12, 680 (2023).
Jr, D. W. H., Lemeshow, S. & Sturdivant, R. X. Applied Logistic Regression (Wiley, 2013).
Andersen-Ranberg, N. C. et al. Haloperidol for the treatment of delirium in ICU patients. N. Engl. J. Med. 387, 2425–2435 (2022).
Riker, R. R. et al. Dexmedetomidine vs midazolam for sedation of critically ill patients: a randomized trial. JAMA 301, 489–499 (2009).
Shehabi, Y. et al. Dexmedetomidine and propofol sedation in critically ill patients and dose-associated 90-day mortality: a secondary cohort analysis of a randomized controlled trial (SPICE III). Am. J. Respir. Crit. Care Med. 207, 876–886 (2023).
Barnes, J. et al. Does melatonin administration reduce the incidence of postoperative delirium in adults? Systematic review and meta-analysis. BMJ Open 13, e069950 (2023).
Prakanrattana, U. & Prapaitrakool, S. Efficacy of risperidone for prevention of postoperative delirium in cardiac surgery. Anaesth. Intensive Care 35, 714–719 (2007).
Jung, H. et al. Safety and feasibility of continuous ketamine infusion for analgosedation in medical and cardiac ICU patients who received mechanical ventilation support: A retrospective cohort study. PLoS ONE 17, e0274865 (2022).
Avidan, M. S. et al. Intraoperative ketamine for prevention of postoperative delirium or pain after major surgery in older adults: an international, multicentre, double-blind, randomised clinical trial. Lancet Lond. Engl. 390, 267–275 (2017).
Sonneville, R. et al. Potentially modifiable factors contributing to sepsis-associated encephalopathy. Intensive Care Med. 43, 1075–1084 (2017).
Shiraishi, H., Ito, M., Go, T. & Mikawa, H. High doses of penicillin decreases [3H]flunitrazepam binding sites in rat neuron primary culture. Brain Dev. 15, 356–361 (1993).
Bhattacharyya, S., Darby, R. R., Raibagkar, P., Castro, L. N. G. & Berkowitz, A. L. Antibiotic-associated encephalopathy. Neurology 86, 963–971 (2016).
Payne, L. E. et al. Cefepime-induced neurotoxicity: a systematic review. Crit. Care Lond. Engl. 21, 276 (2017).
Quinton, M.-C. et al. Neurotoxic concentration of piperacillin during continuous infusion in critically ill patients. Antimicrob. Agents Chemother. 61, e00654-e717 (2017).
Grill, M. F. & Maganti, R. K. Neurotoxic effects associated with antibiotic use: management considerations. Br. J. Clin. Pharmacol. 72, 381–393 (2011).
Ewoldt, T. M. J. et al. Model-informed precision dosing of beta-lactam antibiotics and ciprofloxacin in critically ill patients: a multicentre randomised clinical trial. Intensive Care Med. 48, 1760–1771 (2022).
Jean-Michel, V. et al. Continuous infusion of high doses of cefepime in intensive care unit: assessment of steady-state plasma level and incidence on neurotoxicity. Antibiot. Basel Switz. 12, 69 (2022).
Cusumano, J. A. et al. Towards precision medicine: Therapeutic drug monitoring–guided dosing of vancomycin and β-lactam antibiotics to maximize effectiveness and minimize toxicity. Am. J. Health. Syst. Pharm. 77, 1104–1112 (2020).
Author information
Authors and Affiliations
Consortia
Contributions
Dr S.G., Dr K.R. had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis. Dr S.G., Dr B.B., Dr G.C., Pr G.C., Pr N.deP., Dr A.H., Dr C.P., Dr K.R., and Dr M.D. contributed to initial study design, analysis, and interpretation of data. Dr R.A., Dr P.B., Dr L.C., Dr P.L., Dr E.M., Dr S.G., Dr B.B., Dr G.C., and the ADEL study group participated to data extraction and analysis. Dr S.G., Dr B.B., Dr G.C., Dr K.R. contributed to drafting of the submitted article. Dr S.G., Dr B.B., Dr G.C., Dr K.R., Dr E.D., Dr R.A., Dr P.B., Dr L.C., Dr P.L., Dr E.M., Pr G.C., Pr N.deP., Dr A.H., Dr C.P., and Dr A.M.D. contributed to critical revisions for intellectual content, and providing final approval of the version to be published.
Corresponding author
Ethics declarations
Ethics approval and consent to participate
This observational prospective study was approved by the Institutional Review Board of the French intensive care medicine society (CE SRLF 17-48) and written and oral information about the study was given to the patients. The data were anonymously collected from medical files in a secure database declared to the National Commission for Information Technology and Civil Liberties.
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.
About this article
Cite this article
Gendreau, S., Benelli, B., Cintrat, G. et al. Encephalopathy in mechanically ventilated adult patients in the intensive care unit: the role of β-Lactam overdosing. Sci Rep (2026). https://doi.org/10.1038/s41598-026-38709-y
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41598-026-38709-y