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Garra R, Piersanti A, Del Vicario M, Pizzo CM, Festa R, Tosi F, Sbaraglia F, Spano MM, Della Sala F, Rossi M. Clinical Evaluation of Oral Midazolam Containing Cyclodextrin in Pediatric Magnetic Resonance: A Retrospective Cohort Study. J Pers Med 2024; 14:472. [PMID: 38793054 PMCID: PMC11122387 DOI: 10.3390/jpm14050472] [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: 03/30/2024] [Revised: 04/26/2024] [Accepted: 04/28/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND Reducing a child's level of anxiety before magnetic resonance imaging (MRI) procedures allows for better behavioral outcomes. The aim of this retrospective study was to evaluate anxiolytic efficacy of Midazolam/γ-cyclodextrin oral formulation. METHODS We retrospectively reviewed 100 medical charts of children who, between 1 February and 31 July 2022, underwent MRI under general anesthesia with or without premedication with midazolam/γ-cyclodextrin. Primary outcome was comparison of behavior to facemask positioning, while secondary endpoints were degree of drugs acceptance, anxiolytic effect evaluation, child's behavior on separation, and sevoflurane need. RESULTS Facemask positioning was accepted by 58% of the midazolam/γ-cyclodextrin group compared to 22% of children in the control group. The rate of acceptance was >90%. At the moment of separation from parent, none of the premedicated children needed to be restrained compared to 18% in the control group. A lower percentage of sevoflurane was needed for eye-closure at induction of anesthesia and for anesthesia maintenance. At emergence from anesthesia, 46% of children in the premedicated group compared to 66% of children in the control group showed transient agitation. CONCLUSIONS Midazolam/γ-cyclodextrin showed a good profile of acceptance, satisfactory anxiolytic properties, and reduced need for anesthetics when administered to children before MRI under general anesthesia.
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Affiliation(s)
- Rossella Garra
- Department of Anesthesia and Intensive Care, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.P.); (M.D.V.); (R.F.); (F.T.); (F.S.); (M.M.S.); (F.D.S.); (M.R.)
| | - Alessandra Piersanti
- Department of Anesthesia and Intensive Care, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.P.); (M.D.V.); (R.F.); (F.T.); (F.S.); (M.M.S.); (F.D.S.); (M.R.)
| | - Miryam Del Vicario
- Department of Anesthesia and Intensive Care, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.P.); (M.D.V.); (R.F.); (F.T.); (F.S.); (M.M.S.); (F.D.S.); (M.R.)
| | - Cecilia Maria Pizzo
- Department of Anesthesia and Critical Care, Ospedale Pediatrico Bambino Gesù IRCCS, 00146 Rome, Italy;
| | - Rossano Festa
- Department of Anesthesia and Intensive Care, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.P.); (M.D.V.); (R.F.); (F.T.); (F.S.); (M.M.S.); (F.D.S.); (M.R.)
| | - Federica Tosi
- Department of Anesthesia and Intensive Care, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.P.); (M.D.V.); (R.F.); (F.T.); (F.S.); (M.M.S.); (F.D.S.); (M.R.)
| | - Fabio Sbaraglia
- Department of Anesthesia and Intensive Care, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.P.); (M.D.V.); (R.F.); (F.T.); (F.S.); (M.M.S.); (F.D.S.); (M.R.)
| | - Michelangelo Mario Spano
- Department of Anesthesia and Intensive Care, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.P.); (M.D.V.); (R.F.); (F.T.); (F.S.); (M.M.S.); (F.D.S.); (M.R.)
| | - Filomena Della Sala
- Department of Anesthesia and Intensive Care, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.P.); (M.D.V.); (R.F.); (F.T.); (F.S.); (M.M.S.); (F.D.S.); (M.R.)
| | - Marco Rossi
- Department of Anesthesia and Intensive Care, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (A.P.); (M.D.V.); (R.F.); (F.T.); (F.S.); (M.M.S.); (F.D.S.); (M.R.)
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Habiballah S, Reisfeld B. Adapting physiologically-based pharmacokinetic models for machine learning applications. Sci Rep 2023; 13:14934. [PMID: 37696914 PMCID: PMC10495394 DOI: 10.1038/s41598-023-42165-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2023] [Accepted: 09/06/2023] [Indexed: 09/13/2023] Open
Abstract
Both machine learning and physiologically-based pharmacokinetic models are becoming essential components of the drug development process. Integrating the predictive capabilities of physiologically-based pharmacokinetic (PBPK) models within machine learning (ML) pipelines could offer significant benefits in improving the accuracy and scope of drug screening and evaluation procedures. Here, we describe the development and testing of a self-contained machine learning module capable of faithfully recapitulating summary pharmacokinetic (PK) parameters produced by a full PBPK model, given a set of input drug-specific and regimen-specific information. Because of its widespread use in characterizing the disposition of orally administered drugs, the PBPK model chosen to demonstrate the methodology was an open-source implementation of a state-of-the-art compartmental and transit model called OpenCAT. The model was tested for drug formulations spanning a large range of solubility and absorption characteristics, and was evaluated for concordance against predictions of OpenCAT and relevant experimental data. In general, the values predicted by the ML models were within 20% of those of the PBPK model across the range of drug and formulation properties. However, summary PK parameter predictions from both the ML model and full PBPK model were occasionally poor with respect to those derived from experiments, suggesting deficiencies in the underlying PBPK model.
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Affiliation(s)
- Sohaib Habiballah
- Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, CO, 80523-1301, USA
| | - Brad Reisfeld
- Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, CO, 80523-1301, USA.
- School of Public Health, Colorado State University, Fort Collins, CO, 80523-1612, USA.
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Gao F, Wu Y. Procedural sedation in pediatric dentistry: a narrative review. Front Med (Lausanne) 2023; 10:1186823. [PMID: 37181379 PMCID: PMC10169594 DOI: 10.3389/fmed.2023.1186823] [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: 03/15/2023] [Accepted: 04/05/2023] [Indexed: 05/16/2023] Open
Abstract
Procedural sedation and analgesia are now considered standard care for managing pain and anxiety in pediatric dental patients undergoing diagnostic and therapeutic procedures outside of the operating room. Anxiolysis, which combines both pharmacologic and non-pharmacologic approaches, plays a significant role in procedural sedation. Non-pharmacologic interventions such as Behavior Management Technology can help reduce preprocedural agitation, ease the transition to sedation, reduce the required amount of medication for effective sedation, and decrease the occurrence of adverse events. As the introduction of novel sedative regimen and methods in pediatric dentistry, the potential role of mainstay sedatives administered by new routes, for new indications, and with new delivery techniques, should be considered. The purpose of this paper is to examine and discuss the current state of sedation techniques in pediatric dentistry.
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Affiliation(s)
- Feng Gao
- Department of Anesthesiology, Stomatological Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory of Laboratory of Oral Diseases and Biomediacal Sciences, Chongqing, China
- Chongqing Municipal Key Laboratory of Oral Biomedical Engineering of Higher Education, Chongqing, China
| | - Yujia Wu
- Department of Anesthesiology, Stomatological Hospital of Chongqing Medical University, Chongqing, China
- Chongqing Key Laboratory of Laboratory of Oral Diseases and Biomediacal Sciences, Chongqing, China
- Chongqing Municipal Key Laboratory of Oral Biomedical Engineering of Higher Education, Chongqing, China
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ADV6209 for Premedication in Pediatric Anesthesia: A Double-Blinded, Randomized Controlled Trial. Pharmaceutics 2022; 14:pharmaceutics14102062. [DOI: 10.3390/pharmaceutics14102062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 09/23/2022] [Accepted: 09/23/2022] [Indexed: 11/16/2022] Open
Abstract
ADV6209, a new formulation of midazolam with the addition of γ-cyclodextrin for oral use, has recently been licensed as the first pediatric sedative in the European Union. We compared the clinical efficacy of ADV6209 to the standard formulation of midazolam in premedication to reduce anxiety in children before anesthesia induction in a randomized, double-blinded controlled trial. Eighty children (ASA I/II; age: 2–8 years) scheduled for elective surgery were randomized to receive 0.25 mg kg−1 of either conventional midazolam or ADV6209. Assessment tools included the modified Yale Preoperative Anxiety Scale-Short Form (mYPAS-SF) as well as scores for oral acceptance of the premedication and facemask acceptance during inhalational anesthesia induction. Mann–Whitney U and Pearson’s chi-square tests were used for comparisons of outcome parameters. The primary outcome parameter of the study (mYPAS-SF anxiety score 30 min after the drug administration) did not reveal any significant intergroup difference between the ADV6209 group and the conventional midazolam group. Both drugs revealed their efficacy in reducing anxiety and in providing adequate sedation. The premedication dose was accepted by all children in the ADV6209 but rejected by 15% in the conventional midazolam group (p = 0.037). Acceptance of facemask placement was not found to differ significantly. No adverse events related to the study medications were noted. ADV6209 was better orally accepted than the conventional midazolam preparation and proved its efficacy in reducing preoperative anxiety. This clinically interesting preparation may alleviate the premedication process of 2−8 year-old children and obviates off-label drug use.
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Loftsson T. 1,4-Benzodiazepines: Chemical stability and cyclodextrin solubilization. J Drug Deliv Sci Technol 2021. [DOI: 10.1016/j.jddst.2021.102936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Charalambous M, Volk HA, Van Ham L, Bhatti SFM. First-line management of canine status epilepticus at home and in hospital-opportunities and limitations of the various administration routes of benzodiazepines. BMC Vet Res 2021; 17:103. [PMID: 33663513 PMCID: PMC7934266 DOI: 10.1186/s12917-021-02805-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 02/16/2021] [Indexed: 12/22/2022] Open
Affiliation(s)
- Marios Charalambous
- Small Animal Department, Faculty of Veterinary Medicine, Ghent University, 9820, Merelbeke, Belgium.
| | - Holger A Volk
- Department of Small Animal Medicine and Surgery, University of Veterinary Medicine Hannover, 30559, Hannover, Germany
| | - Luc Van Ham
- Small Animal Department, Faculty of Veterinary Medicine, Ghent University, 9820, Merelbeke, Belgium
| | - Sofie F M Bhatti
- Small Animal Department, Faculty of Veterinary Medicine, Ghent University, 9820, Merelbeke, Belgium
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Manso MA, Guittet C, Vandenhende F, Granier L. Efficacy of oral midazolam for minimal and moderate sedation in pediatric patients: A systematic review. Paediatr Anaesth 2019; 29:1094-1106. [PMID: 31538393 PMCID: PMC6900062 DOI: 10.1111/pan.13747] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Revised: 08/27/2019] [Accepted: 09/17/2019] [Indexed: 11/29/2022]
Abstract
One of the most widely used options for minimal/moderate sedation in pediatric patients is oral midazolam, as it presents an alternative to less well-accepted routes of administration (eg, intravenous or intranasal) of this well-known efficacious and well-tolerated short-acting benzodiazepine. A systematic review of the literature was conducted in order to identify clinical studies evaluating the effectiveness of oral midazolam for sedation in pediatric patients in the context of premedication before anesthesia or during diagnostic/treatment procedures. The percentage of responders (response rate) after single administration of oral midazolam was evaluated and compared versus placebo in a subset of placebo-controlled studies. The range of oral midazolam doses providing effective sedation in the different pediatric age subsets was analyzed in order to assess optimum dosing strategies. A total of 25 pediatric clinical studies, utilizing a variety of measures of sedation effectiveness, were selected. These studies included a total of 1472 patients (aged 4 months-18 years) treated with midazolam (0.25-1.5 mg/kg) and 138 patients treated with placebo. The response rates [95% confidence interval] with oral midazolam ranged from 36.7% [21.6%, 54.9%] to 97.8% [86.1%, 99.7%], while with placebo response rates ranged from 4.0% [0.6%, 23.5%] to 41.0% [29.4%, 53.6%]. When considering the 4 placebo-controlled studies, the odds ratios [95% confidence interval] for the comparison of midazolam vs. placebo ranged from 13.4 [5.0, 36.0] to 25.9 [6.7, 100.6]. The analysis of subgroups by context of sedation showed response rates [95% confidence interval] with oral midazolam ranging from 36.7% [21.6%, 54.9%] to 97.0% [94.8%, 98.3%] for anesthetic premedication and from 56.1% [43.1%, 68.4] to 97.8% [86.1%, 99.7%] for medical procedures. The efficacy of midazolam for pediatric minimal/moderate sedation from a dose of 0.25 mg/kg and above was demonstrated. The probability of occurrence of adverse events and over-sedation increases with increasing doses.
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Lyseng-Williamson KA. Midazolam oral solution (Ozalin®): a profile of its use for procedural sedation or premedication before anaesthesia in children. DRUGS & THERAPY PERSPECTIVES 2019. [DOI: 10.1007/s40267-019-00629-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Mason KP, Seth N. The pearls of pediatric sedation: polish the old and embrace the new. Minerva Anestesiol 2019; 85:1105-1117. [PMID: 31124622 DOI: 10.23736/s0375-9393.19.13547-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Over the past decade, as the complexity and breadth of pediatric procedures increases, the actual choices of approved sedatives have remained relatively stagnant. Since the introduction of midazolam, there has not been a sedative approved for pediatric labelling until December 2018. This December, the European approval of ADV6209 (Ozalin) for pediatric usage marked the newest addition to the pediatric sedative armamentarium in over a decade. This review is timely and significant because it will provide a balanced evaluation of the most common sedatives in use today, the most recent sedative to be approved and, most importantly, a critical look at the literature supporting the latest approaches to the most commonly performed procedures.
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Affiliation(s)
- Keira P Mason
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA -
| | - Neena Seth
- Evelina London Children's Hospital, London, UK
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Mason KP, Seth N. Future of paediatric sedation: towards a unified goal of improving practice. Br J Anaesth 2019; 122:652-661. [PMID: 30916013 DOI: 10.1016/j.bja.2019.01.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Revised: 01/10/2019] [Accepted: 01/14/2019] [Indexed: 12/11/2022] Open
Abstract
This review offers a perspective on the future of paediatric sedation. This future will require continued evaluation of adverse events, their risk factors, and predictors. As the introduction of new sedatives with paediatric applications will remain limited, the potential role of mainstay sedatives administered by new routes, for new indications, and with new delivery techniques, should be considered. The role of non-pharmacological strategies for anxiolysis, along with the application of non-mainstay physiologic monitoring, may aid in the improvement of targeted sedation delivery. Understanding the mechanism and location of action of the different sedatives will remain an important focus. Important developments in paediatric sedation will require that large scale studies with global data contribution be conducted in order to support changes in sedation practice, improve the patient experience, and make sedation safer.
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Affiliation(s)
- Keira P Mason
- Harvard Medical School, Boston Children's Hospital, Department of Anesthesiology, Critical Care and Pain Medicine, Boston, MA, USA.
| | - Neena Seth
- Evelina London Children's Hospital, Guy's and St. Thomas' NHS Foundation Trust, London, UK
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Population pharmacokinetic evaluation of ADV6209, an innovative oral solution of midazolam containing cyclodextrin. Eur J Pharm Sci 2018; 114:46-54. [DOI: 10.1016/j.ejps.2017.11.030] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 11/01/2017] [Accepted: 11/30/2017] [Indexed: 11/23/2022]
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