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Feng CX, Ye WY, Shan QW. Clinical and biochemical characteristics, and outcome in 33 patients with ceftriaxone-induced liver injury. Eur J Clin Pharmacol 2024; 80:1317-1324. [PMID: 38809311 DOI: 10.1007/s00228-024-03701-w] [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: 01/08/2024] [Accepted: 05/10/2024] [Indexed: 05/30/2024]
Abstract
PURPOSE To summarize the clinical and biochemical characteristics of patients with ceftriaxone-induced liver injury and guide the selection of safe medication. METHODS Retrieved domestic and foreign databases from inception to October 2023, collected case data conforming to ceftriaxone-induced liver injury, and statistically analyzed the data. RESULTS A total of 617 articles were retrieved, and 16 articles with 33 cases (10 children, 23 adults) were included. Males represented 60% (18/30), with a male-to-female ratio of 1.5:1. The age of onset ranged from 2 days to 96 years, with 15 of 23 adults (65%) over 55 years old. The time from ceftriaxone use to liver injury fluctuated between 0.5 and 47 days. Only 9 patients (27.3%, 9/33) had clinical symptoms, and the clinical classification was dominated by cholestatic injury (46.2%, 12/26). There was a significant difference in the clinical classification of ceftriaxone-induced liver injury between children and adults (P = 0.0126), with hepatocellular injury predominating in children and cholestatic injury predominating in adults. The severity of liver injury was mainly mild (66.7%, 12/18). Peak values of alanine aminotransferase ranging from 228.5 to 8098 U/L, aspartate aminotransferase ranging from 86.7 to 21575 U/L, alkaline phosphatase ranging from 143 to 2434 U/L, and total bilirubin ranging from 3.35 to 66.1 mg/dL. There was a significant difference in peak values of alkaline phosphatase between children and adults (P = 0.027), with a higher peak value of alkaline phosphatase in adults (1039 ± 716.4 U/L vs. 257 ± 134.9 U/L). Patients with normal imaging examinations accounted for the majority (61.5%, 7/13). The prognosis of 32 patients (97%, 32/33) was good, and one child with sickle cell anemia who developed immune hemolysis, progressive renal failure, and acute liver injury after using ceftriaxone died in the end. CONCLUSION Ceftriaxone-induced liver injury can occur at any age, with a higher risk in the elderly, and age may be related to the clinical classification. Although the clinical manifestations are not specific, close monitoring of liver biochemical indicators during the use can detect liver injury early. Most cases have a good prognosis, but for people with concomitant sickle cell anemia, it is necessary to be vigilant about the occurrence of severe hemolytic anemia.
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Affiliation(s)
- Cai-Xia Feng
- Department of Pediatrics, The First Affiliated Hospital of Guangxi Medical University, Difficult and Critical illness Center, Pediatric Clinical Medical Research Center of Guangxi, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Wen-Yu Ye
- Department of Pediatrics, The First Affiliated Hospital of Guangxi Medical University, Difficult and Critical illness Center, Pediatric Clinical Medical Research Center of Guangxi, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Qing-Wen Shan
- Department of Pediatrics, The First Affiliated Hospital of Guangxi Medical University, Difficult and Critical illness Center, Pediatric Clinical Medical Research Center of Guangxi, Nanning, Guangxi Zhuang Autonomous Region, China.
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Ngougni Pokem P, Vanneste D, Schouwenburg S, Abdulla A, Gijsen M, Dhont E, Van der Linden D, Spriet I, De Cock P, Koch B, Van Bambeke F, Wijnant GJ. Dose optimization of β-lactam antibiotics in children: from population pharmacokinetics to individualized therapy. Expert Opin Drug Metab Toxicol 2024:1-18. [PMID: 39078238 DOI: 10.1080/17425255.2024.2385403] [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: 04/16/2024] [Revised: 06/21/2024] [Accepted: 07/24/2024] [Indexed: 07/31/2024]
Abstract
INTRODUCTION β-Lactams are the most widely used antibiotics in children. Their optimal dosing is essential to maximize their efficacy, while minimizing the risk for toxicity and the further emergence of antimicrobial resistance. However, most β-lactams were developed and licensed long before regulatory changes mandated pharmacokinetic studies in children. As a result, pediatric dosing practices are poorly harmonized and off-label use remains common today. AREAS COVERED β-Lactam pharmacokinetics and dose optimization strategies in pediatrics, including fixed dose regimens, therapeutic drug monitoring, and model-informed precision dosing are reviewed. EXPERT OPINION/COMMENTARY Standard pediatric doses can result in subtherapeutic exposure and non-target attainment for specific patient subpopulations (neonates, critically ill children, e.g.). Such patients could benefit greatly from more individualized approaches to dose optimization, beyond a relatively simple dose adaptation based on weight, age, or renal function. In this context, Therapeutic Drug Monitoring (TDM) and Model-Informed Precision Dosing (MIPD) emerge as particularly promising avenues. Obstacles to their implementation include the lack of strong evidence of clinical benefit due to the paucity of randomized clinical trials, of standardized assays for monitoring concentrations, or of adequate markers for renal function. The development of precision medicine tools is urgently needed to individualize therapy in vulnerable pediatric subpopulations.
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Affiliation(s)
- Perrin Ngougni Pokem
- Pharmacologie Cellulaire et Moléculaire, Louvain Drug Research Institute, Université catholique de Louvain, Brussels, Belgium
- Department of Microbiology, Cliniques Universitaires Saint-Luc - Université catholique de Louvain, Brussels, Belgium
| | - Dorian Vanneste
- Clinical Pharmacology and Pharmacotherapy, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - Stef Schouwenburg
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, Netherlands
- Rotterdam Clinical Pharmacometrics Group, Erasmus University Medical Centre, Rotterdam, Netherlands
| | - Alan Abdulla
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, Netherlands
- Rotterdam Clinical Pharmacometrics Group, Erasmus University Medical Centre, Rotterdam, Netherlands
| | - Matthias Gijsen
- Clinical Pharmacology and Pharmacotherapy, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
- Pharmacy Department, UZ Leuven, Leuven, Belgium
| | - Evelyn Dhont
- Department of Basic and Applied Medical Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
- Department of Pediatric Intensive Care, Ghent University Hospital, Ghent, Belgium
| | - Dimitri Van der Linden
- Institut de Recherche Expérimentale et Clinique, Université catholique de Louvain, Brussels, Belgium
- Pediatric Infectious Diseases, Service of Specialized Pediatrics, Department of Pediatrics, Cliniques Universitaires Saint-Luc, Université catholique de Louvain, Brussels, Belgium
| | - Isabel Spriet
- Clinical Pharmacology and Pharmacotherapy, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
- Pharmacy Department, UZ Leuven, Leuven, Belgium
| | - Pieter De Cock
- Department of Basic and Applied Medical Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
- Department of Pediatric Intensive Care, Ghent University Hospital, Ghent, Belgium
- Department of Pharmacy, Ghent University Hospital, Ghent, Belgium
| | - Birgit Koch
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, Netherlands
- Rotterdam Clinical Pharmacometrics Group, Erasmus University Medical Centre, Rotterdam, Netherlands
| | - Françoise Van Bambeke
- Pharmacologie Cellulaire et Moléculaire, Louvain Drug Research Institute, Université catholique de Louvain, Brussels, Belgium
| | - Gert-Jan Wijnant
- Pharmacologie Cellulaire et Moléculaire, Louvain Drug Research Institute, Université catholique de Louvain, Brussels, Belgium
- Laboratory of Clinical Microbiology, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
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Ooi H, Asai Y, Koriyama Y, Takahashi M. Decreased Hepatic Functional Reserve Increases the Risk of Piperacillin/Tazobactam-Induced Abnormal Liver Enzyme Levels: A Retrospective Case-Control Study. Ann Pharmacother 2024:10600280241255837. [PMID: 38840491 DOI: 10.1177/10600280241255837] [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: 06/07/2024] Open
Abstract
BACKGROUND Piperacillin/tazobactam (PIPC/TAZ), which is a combination of a beta-lactam/beta-lactamase inhibitor, often causes liver enzyme abnormalities. The albumin-bilirubin (ALBI) score is a simple index that uses the serum albumin and total bilirubin levels for estimating hepatic functional reserve. Although patients with low hepatic reserve may be at high risk for drug-induced liver enzyme abnormalities, the relationship between PIPC/TAZ-induced abnormal liver enzymes levels and the ALBI score remains unknown. OBJECTIVE This study aimed to elucidate the relationship between PIPC/TAZ-induced abnormal liver enzyme levels and the ALBI score. METHODS This single-center retrospective case-control study included 335 patients. The primary outcome was PIPC/TAZ-induced abnormal liver enzyme levels. We performed COX regression analysis with male gender, age (≥75 years), alanine aminotransferase level (≥20 IU/L), and ALBI score (≥-2.00) as explanatory factors. To investigate the influence of the ALBI score on the development of abnormal liver enzyme levels, 1:1 propensity score matching between the ≤-2.00 and ≥-2.00 ALBI score groups was performed using the risk factors for drug-induced abnormal liver enzyme levels. RESULTS The incidence of abnormal liver enzyme levels was 14.0% (47/335). COX regression analysis revealed that an ALBI score ≥-2.00 was an independent risk factor for PIPC/TAZ-induced abnormal liver enzyme levels (adjusted hazard ratio: 3.08, 95% coefficient interval: 1.207-7.835, P = 0.019). After 1:1 propensity score matching, the Kaplan-Meier curve revealed that the cumulative risk for PIPC/TAZ-induced abnormal liver enzyme levels was significantly higher in the ALBI score ≥-2.00 group (n = 76) than in the <-2.00 group (n = 76) (P = 0.033). CONCLUSION AND RELEVANCE An ALBI score ≥-2.00 may predict the development of PIPC/TAZ-induced abnormal liver enzyme levels. Therefore, frequent monitoring of liver enzymes should be conducted to minimize the risk of severe PIPC/TAZ-induced abnormal liver enzyme levels in patients with low hepatic functional reserve.
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Affiliation(s)
- Hayahide Ooi
- Department of Pharmacy, National Hospital Organization Mie Chuo Medical Center, Tsu, Japan
| | - Yuki Asai
- Department of Pharmacy, Mie University Hospital, Faculty of Medicine, Mie University, Tsu, Japan
| | - Yoshiki Koriyama
- Graduate School and Faculty of Pharmaceutical Sciences, Suzuka University of Medical Science, Suzuka, Japan
| | - Masaaki Takahashi
- Department of Pharmacy, National Hospital Organization Mie Chuo Medical Center, Tsu, Japan
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Ma J, Björnsson ES, Chalasani N. Hepatotoxicity of Antibiotics and Antifungals and Their Safe Use in Hepatic Impairment. Semin Liver Dis 2024; 44:239-257. [PMID: 38740371 DOI: 10.1055/s-0044-1787062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
Idiosyncratic drug-induced liver injury (DILI) is a rare and unpredictable form of hepatotoxicity. While its clinical course is usually benign, cases leading to liver transplantation or death can occur. Based on modern prospective registries, antimicrobials including antibiotics and antifungals are frequently implicated as common causes. Amoxicillin-clavulanate ranks as the most common cause for DILI in the Western World. Although the absolute risk of hepatotoxicity of these agents is low, as their usage is quite high, it is not uncommon for practitioners to encounter liver injury following the initiation of antibiotic or antifungal therapy. In this review article, mechanisms of hepatoxicity are presented. The adverse hepatic effects of well-established antibiotic and antifungal agents are described, including their frequency, severity, and pattern of injury and their HLA risks. We also review the drug labeling and prescription guidance from regulatory bodies, with a focus on individuals with hepatic impairment.
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Affiliation(s)
- J Ma
- Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, Indiana
| | - E S Björnsson
- Department of Gastroenterology, Landspitali University Hospital Reykjavik, Reykjavik, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - N Chalasani
- Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, Indiana
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Hambrick HR, Cervantes F, Dong M, Tang P, Arbough T, Vinks AA, Mizuno T, Goldstein SL, Kaplan J, Girdwood, ST. Ceftriaxone Pharmacokinetics and Pharmacodynamic Target Attainment for Three Pediatric Patients Receiving Continuous Kidney Replacement Therapy. J Pediatr Pharmacol Ther 2024; 29:180-187. [PMID: 38596427 PMCID: PMC11001209 DOI: 10.5863/1551-6776-29.2.180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 10/16/2023] [Indexed: 04/11/2024]
Abstract
Ceftriaxone is used commonly for sepsis, including in children requiring continuous kidney replacement therapy (CKRT). No reports exist of pharmacokinetic (PK) parameters for children receiving ceftriaxone on CKRT. We enrolled children admitted to our pediatric intensive care unit (PICU) who received CKRT for >24 hours and received >1 dose of ceftriaxone while on and off CKRT. We measured free ceftriaxone -concentrations from residual blood samples then used Bayesian estimation with PK modeling software to generate concentration-time profiles and determine PK parameters and the percentage of time free ceftriaxone concentrations were above 1× or 4× MIC (% fT >MIC). Three patients aged 2 to 17 years were included; all were anuric at CKRT initiation and received 50 mg/kg (max 2000 mg) ceftriaxone every 12 to 24 hours. Total ceftriaxone clearance (CL) was 0.50 to 3.67 L/hr while receiving CKRT and 0.29 to 2.71 L/hr while off, indicating CKRT provided 25% to 42% of total ceftriaxone CL. All achieved 100% fT >1× and 4× MIC using an estimated MIC (1 mg/L) for patients 1 to 2 (no culture data) and a measured MIC (0.016 mg/L) for patient 3. Therefore, CKRT contributed significantly to total ceftriaxone clearance in 3 children though the dosing strategies used in each patient attained PD targets.
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Affiliation(s)
- H. Rhodes Hambrick
- Division of Nephrology and Hypertension (HRH, SLG), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
- Division of Clinical Pharmacology (HRH, MD, AAV, TM, STG), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Francisco Cervantes
- Department of Medical Education (FC), University of Cincinnati College of Medicine, Cincinnati, OH
| | - Min Dong
- Division of Clinical Pharmacology (HRH, MD, AAV, TM, STG), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
- Department of Pediatrics (MD, PT, AAV, TM, SLG, JK, STG), University of Cincinnati College of Medicine, Cincinnati, OH
| | - Peter Tang
- Department of Pediatrics (MD, PT, AAV, TM, SLG, JK, STG), University of Cincinnati College of Medicine, Cincinnati, OH
- Division of Pathology and Laboratory Medicine (PT), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Trent Arbough
- Department of Anesthesiology (TA), University of Kentucky College of Medicine, Lexington, KY
| | - Alexander A. Vinks
- Division of Clinical Pharmacology (HRH, MD, AAV, TM, STG), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
- Department of Pediatrics (MD, PT, AAV, TM, SLG, JK, STG), University of Cincinnati College of Medicine, Cincinnati, OH
| | - Tomoyuki Mizuno
- Division of Clinical Pharmacology (HRH, MD, AAV, TM, STG), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
- Department of Pediatrics (MD, PT, AAV, TM, SLG, JK, STG), University of Cincinnati College of Medicine, Cincinnati, OH
| | - Stuart L. Goldstein
- Division of Nephrology and Hypertension (HRH, SLG), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
- Division of Clinical Pharmacology (HRH, MD, AAV, TM, STG), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
- Department of Pediatrics (MD, PT, AAV, TM, SLG, JK, STG), University of Cincinnati College of Medicine, Cincinnati, OH
- Center for Acute Care Nephrology (SLG), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Jennifer Kaplan
- Department of Pediatrics (MD, PT, AAV, TM, SLG, JK, STG), University of Cincinnati College of Medicine, Cincinnati, OH
- Division of Critical Care Medicine (JK), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Sonya Tang Girdwood,
- Department of Pediatrics (MD, PT, AAV, TM, SLG, JK, STG), University of Cincinnati College of Medicine, Cincinnati, OH
- Division of Hospital Medicine (STG), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
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Liu Y, Li H, Huang L, Wan C, Wang H, Jiao X, Zeng L, Jia Z, Cheng G, Zhang L, Zhang W, Zhang L. Liver injury in children: signal analysis of suspected drugs based on the food and drug administration adverse event reporting system. BMC Pediatr 2023; 23:492. [PMID: 37770847 PMCID: PMC10537493 DOI: 10.1186/s12887-023-04097-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Accepted: 05/27/2023] [Indexed: 09/30/2023] Open
Abstract
BACKGROUND Evidence of drug-induced liver injury is abundant in adults but is lacking in children. Our aim was to identify suspected drug signals associated with pediatric liver injury. METHODS Hepatic adverse events (HAEs) among children reported in the Food and Drug Administration Adverse Event Reporting System were analyzed. A descriptive analysis was performed to summarize pediatric HAEs, and a disproportionality analysis was conducted by evaluating reporting odds ratios (RORs) and proportional reporting ratios to detect suspected drugs. RESULTS Here, 14,143 pediatric cases were reported, specifically 49.6% in males, 45.1% in females, and 5.2% unknown. Most patients (68.8%) were 6-18 years old. Hospitalization ranked first among definite outcomes (7,207 cases, 37.2%). In total, 264 disproportionate drug signals were identified. The top 10 drugs by the number of reports were paracetamol (1,365; ROR, 3.6; 95% confidence interval (CI), 3.4-3.8), methotrexate (878; ROR, 2.5; 95% CI, 2.3-2.7), vincristine (649; ROR, 3.0; 95% CI, 2.8-3.3), valproic acid (511; ROR, 3.2; 95% CI, 2.9-3.6), cyclophosphamide (490; ROR, 2.4; 95% CI, 2.2-2.6), tacrolimus (427; ROR, 2.4; 95% CI, 2.2-2.7), prednisone (416; ROR, 2.1; 95% CI, 1.9-2.3), prednisolone (401; ROR, 2.3; 95% CI, 2.1-2.5), etoposide (378; ROR, 2.3; 95% CI, 2.1-2.6), and cytarabine (344; ROR, 2.8; 95% CI, 2.5-3.2). After excluding validated hepatotoxic drugs, six were newly detected, specifically acetylcysteine, thiopental, temazepam, nefopam, primaquine, and pyrimethamine. CONCLUSIONS The hepatotoxic risk associated with 264 signals needs to be noted in practice. The causality of hepatotoxicity and mechanism among new signals should be verified with preclinical and clinical studies.
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Affiliation(s)
- Yan Liu
- Department of Pharmacy, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- Evidence-Based Pharmacy Center, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- NMPA Key Laboratory for Technical Research on Drug Products In Vitro and In Vivo Correlation, Chengdu, 610041, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, 610041, China
- West China School of Pharmacy, Sichuan University, Chengdu, 610041, China
| | - Hailong Li
- Department of Pharmacy, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- Evidence-Based Pharmacy Center, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- NMPA Key Laboratory for Technical Research on Drug Products In Vitro and In Vivo Correlation, Chengdu, 610041, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, 610041, China
| | - Liang Huang
- Department of Pharmacy, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- Evidence-Based Pharmacy Center, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- NMPA Key Laboratory for Technical Research on Drug Products In Vitro and In Vivo Correlation, Chengdu, 610041, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, 610041, China
| | - Chaomin Wan
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, 610041, China
- Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
| | - Huiqing Wang
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, 610041, China
- Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
| | - Xuefeng Jiao
- Department of Pharmacy, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- Evidence-Based Pharmacy Center, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- NMPA Key Laboratory for Technical Research on Drug Products In Vitro and In Vivo Correlation, Chengdu, 610041, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, 610041, China
| | - Linan Zeng
- Department of Pharmacy, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- Evidence-Based Pharmacy Center, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- NMPA Key Laboratory for Technical Research on Drug Products In Vitro and In Vivo Correlation, Chengdu, 610041, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, 610041, China
| | - Zhijun Jia
- Department of Pharmacy, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- Evidence-Based Pharmacy Center, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- NMPA Key Laboratory for Technical Research on Drug Products In Vitro and In Vivo Correlation, Chengdu, 610041, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, 610041, China
- West China School of Pharmacy, Sichuan University, Chengdu, 610041, China
| | - Guo Cheng
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, 610041, China
- Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, 610041, China
- Laboratory of Molecular Translational Medicine, Center for Translational Medicine, Sichuan University, Chengdu, 610041, China
| | - Lei Zhang
- College of Computer Science, Sichuan University, Chengdu, 610041, China
| | - Wei Zhang
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, 610041, China.
- Medical Big Data Center, Sichuan University, Chengdu, 610041, China.
| | - Lingli Zhang
- Department of Pharmacy, West China Second University Hospital, Sichuan University, Chengdu, 610041, China.
- Evidence-Based Pharmacy Center, West China Second University Hospital, Sichuan University, Chengdu, 610041, China.
- NMPA Key Laboratory for Technical Research on Drug Products In Vitro and In Vivo Correlation, Chengdu, 610041, China.
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, 610041, China.
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Ooi H, Asai Y, Sato Y. Risk evaluation of ampicillin/sulbactam-induced liver injury based on albumin-bilirubin score. J Infect Chemother 2023:S1341-321X(23)00140-X. [PMID: 37301371 DOI: 10.1016/j.jiac.2023.06.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 05/29/2023] [Accepted: 06/02/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND Drug-induced liver injury (DILI) is an adverse reaction caused by ampicillin/sulbactam (ABPC/SBT). The albumin-bilirubin (ALBI) score is an index of hepatic functional reserve. However, the relationship between ABPC/SBT-induced DILI and ALBI score remains unknown; therefore, we aimed to elucidate the risk of ABPC/SBT-induced DILI based on the ALBI score. METHODS This was a single-center, retrospective, case-control study using electronic medical records. A total of 380 patients were enrolled in the present study, and the primary outcome was ABPC/SBT-induced DILI. The ALBI score was calculated using serum albumin and total bilirubin levels. In addition, we performed COX regression analysis using age ≥75 years, dose ≥9 g/day, alanine aminotransferase (ALT) ≥21 IU/L, and ALBI score ≥-2.00 as covariates. We also performed 1:1 propensity score matching between non-DILI and DILI groups. RESULTS The incidence of DILI was 9.5% (36/380). According to COX regression analysis, the adjusted hazard ratio for ABPC/SBT-induced DILI with an ALBI score ≥-2.00 was 2.55 (95% confidence interval: 1.256-5.191, P = 0.010), suggesting that patients with baseline ALBI score ≥-2.00 may be at high risk for ABPC/SBT-induced DILI. However, significant differences were not observed in cumulative risk for DILI between non-DILI and DILI patients regarding an ALBI score ≥-2.00 after propensity score matching (P = 0.146). CONCLUSION These findings suggest that ALBI score may be a simple and potentially useful index for predicting ABPC/SBT-induced DILI. In patients with an ALBI score ≥-2.00, frequent liver function monitoring should be considered to prevent ABPC/SBT-induced DILI.
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Affiliation(s)
- Hayahide Ooi
- Pharmacy, National Hospital Organization Mie Chuo Medical Center, 2158-5 Hisaimyojincho, Tsu, Mie, 514-1101, Japan.
| | - Yuki Asai
- Pharmacy, National Hospital Organization Mie Chuo Medical Center, 2158-5 Hisaimyojincho, Tsu, Mie, 514-1101, Japan.
| | - Yoshiharu Sato
- Pharmacy, National Hospital Organization Mie Chuo Medical Center, 2158-5 Hisaimyojincho, Tsu, Mie, 514-1101, Japan
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8
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Asai Y, Ooi H, Sato Y. Risk evaluation of carbapenem-induced liver injury based on machine learning analysis. J Infect Chemother 2023; 29:660-666. [PMID: 36914094 DOI: 10.1016/j.jiac.2023.03.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 03/06/2023] [Accepted: 03/09/2023] [Indexed: 03/13/2023]
Abstract
INTRODUCTION Information regarding carbapenem-induced liver injury is limited, and the rate of liver injury caused by meropenem (MEPM) and doripenem (DRPM) remains unknown. Decision tree (DT) analysis, a machine learning method, has a flowchart-like model where users can easily predict the risk of liver injury. Thus, we aimed to compare the rate of liver injury between MEPM and DRPM and construct a flowchart that can be used to predict carbapenem-induced liver injury. METHODS We investigated patients treated with MEPM (n = 310) or DRPM (n = 320) and confirmed liver injury as the primary outcome. We used a chi-square automatic interaction detection algorithm to construct DT models. The dependent variable was set as liver injury from a carbapenem (MEPM or DRPM), and factors including alanine aminotransferase (ALT), albumin-bilirubin (ALBI) score, and concomitant use of acetaminophen were used as explanatory variables. RESULTS The rates of liver injury were 22.9% (71/310) and 17.5% (56/320) in the MEPM and DRPM groups, respectively; no significant differences in the rate were observed (95% confidence interval: 0.710-1.017). Although the DT model of MEPM could not be constructed, DT analysis showed that the incidence of introducing DRPM in patients with ALT >22 IU/L and ALBI scores > -1.87 might be high-risk. CONCLUSIONS The risk of developing liver injury did not differ significantly between the MEPM and DRPM groups. Since ALT and ALBI score are evaluated in clinical settings, this DT model is convenient and potentially useful for medical staff in assessing liver injury before DRPM administration.
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Affiliation(s)
- Yuki Asai
- Pharmacy, National Hospital Organization Mie Chuo Medical Center, 2158-5 Hisaimyojin, Tsu, Mie, 514-1101, Japan.
| | - Hayahide Ooi
- Pharmacy, National Hospital Organization Mie Chuo Medical Center, 2158-5 Hisaimyojin, Tsu, Mie, 514-1101, Japan
| | - Yoshiharu Sato
- Pharmacy, National Hospital Organization Mie Chuo Medical Center, 2158-5 Hisaimyojin, Tsu, Mie, 514-1101, Japan
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9
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Malhotra K, Fazylov R, Friedman-Jakubovics M. A Case-Report of Drug-Induced Mixed Liver Injury Resulting From Cefepime Exposure. J Pharm Pract 2023; 36:164-167. [PMID: 34098807 DOI: 10.1177/08971900211015046] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
A 99-year-old African-American male presented to the hospital with severe sepsis secondary to a urinary tract infection. Upon initial presentation he was tachycardic, hypotensive and had leukocytosis. While he had signs of acute kidney injury, no signs of acute liver injury were present with his alanine transferase (ALT) and amino transferase (AST) levels measuring at 22 and 44 U/L, respectively. During the treatment course the patient began to show signs of clinical improvement. Despite this, his ALT and AST began to increase on day 2 of treatment and reached their peak of 210 and 239 U/L on day 4. Cefepime-induced liver injury was suspected and cefepime was discontinued. Upon cefepime discontinuation, liver enzymes downtrended and gradually returned to normal. No other likely medication causes of liver injury could be identified and alternative medical causes were ruled out. The lack of an alternative cause and the temporal relationship of cefepime use to hepatic dysfunction support the diagnosis of cefepime-induced liver injury. The patient's Roussel Uclaf Causality Assessment Methods score was 7, indicating this was a possible case of cefepime-induced liver injury, and the Naranjo Nomogram score was 5 indicating this was a probable case of cefepime-induced liver injury. While cefepime-induced liver injury is rare, clinicians should be cognizant of the potential for this adverse effect if liver enzyme elevation is detected during cefepime therapy and other common causes have been ruled out.
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Affiliation(s)
| | - Roman Fazylov
- Department of Pharmacy, Kingsbrook Jewish Medical Center, Brooklyn, NY, USA.,Touro College of Pharmacy, New York, NY, USA
| | - Michelle Friedman-Jakubovics
- Department of Pharmacy, Kingsbrook Jewish Medical Center, Brooklyn, NY, USA.,Touro College of Pharmacy, New York, NY, USA
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10
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Ooi H, Asai Y, Koriyama Y, Takahashi M. Effect of Ceftriaxone Dosage and Albumin-Bilirubin Score on the Risk of Ceftriaxone-Induced Liver Injury. Biol Pharm Bull 2023; 46:1731-1736. [PMID: 38044131 DOI: 10.1248/bpb.b23-00469] [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] [Indexed: 12/05/2023]
Abstract
The albumin-bilirubin (ALBI) score is an index of hepatic functional reserve and is calculated from serum albumin and total bilirubin levels. However, the relationship between ceftriaxone (CTRX)-induced liver injury and ALBI score remains unknown. Therefore, we aimed to elucidate the risk of CTRX-induced liver injury based on the ALBI scores and CTRX dosage. This was a single-center, retrospective, case-control study of 490 patients and the primary outcome was CTRX-induced liver injury. We performed a COX regression analysis using age ≥75 years, male sex, alanine aminotransferase levels, ALBI score, and CTRX dosage regimen (4 ≥2 or 1 g/d) as explanatory factors. We also performed 1 : 1 propensity score matching between non-liver injury and liver injury groups. The incidence of liver injury was 10.0% (49/490). In COX regression analysis, CTRX 4 g/d was an independent risk factor for liver injury (95% coefficient interval: 1.05-6.96, p = 0.04). Meanwhile, ALBI score ≥-1.61 was an independent factor for liver injury (95% coefficient interval: 1.03-3.22, p = 0.04) with the explanatory factor of ≥2 and 1 g/d. The Kaplan-Meier curve indicated that the cumulative risk for CTRX-induced liver injury was significantly higher in the ALBI score ≥-1.61 group than in the ALBI score <-1.61 group before propensity score matching (p = 0.032); however, no significant differences were observed after propensity score matching (p = 0.791). These findings suggest that in patients treated with CTRX with ALBI score ≥-1.61, frequent liver function monitoring should be considered.
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Affiliation(s)
- Hayahide Ooi
- Pharmacy, National Hospital Organization Mie Chuo Medical Center
| | - Yuki Asai
- Pharmacy, National Hospital Organization Mie Chuo Medical Center
| | - Yoshiki Koriyama
- Graduate School and Faculty of Pharmaceutical Sciences, Suzuka University of Medical Science
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11
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Mistry R, Rawson TM, Troise O, Mughal N, Moore LSP, Hughes S. Haematological and hepatic adverse effects of ceftriaxone in ambulatory care: a dual-centre retrospective observational analysis of standard vs high dose. BMC Infect Dis 2022; 22:959. [PMID: 36566229 PMCID: PMC9789631 DOI: 10.1186/s12879-022-07925-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 12/06/2022] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND European Committee on Antimicrobial Susceptibility Testing (EUCAST) breakpoint criteria for methicillin-susceptible Staphylococcus aureus (MSSA) treatment with ceftriaxone are based upon high dose (4 g/day) rather than standard dose (2 g/day) posology. This is particularly relevant for invasive infections, and for patients managed via Outpatient Parenteral Antimicrobial Therapy (OPAT), but may result in increased drug toxicity. We quantified the incidence of neutropenia, thrombocytopenia and raised liver enzymes between standard and high dose ceftriaxone in adult patients. METHOD Adult outpatients prescribed ≥ 7 days of ceftriaxone therapy were identified, and clinical, pharmacological, and laboratory parameters extracted from electronic health records between May 2021 and December 2021. Incidence and median time to haematological and hepto-toxicity were analysed. Univariate odds ratios were calculated for neutrophil count and ALT levels with 95% confidence level and Chi squared/Fisher's exact test used to identify statistical significance. RESULTS Incidence of neutropenia was comparable between both groups; 8/47 (17%) in the 2 g group vs 6/39 (15.4%) in the 4 g group (OR 0.89 (95% CI 0.26-2.63), p > 0.999). Median time to neutropenia was 12 and 17 days in the 2 g and 4 g groups respectively. Thrombocytopenia was observed in 0/47 in the 2 g group compared with 3/39 (7.7%) in the 4 g group (p 0.089). Median time to thrombocytopenia was 7 days in the 4 g group. Elevated liver enzymes did not clearly correlate with ceftriaxone dosing; present in 5/47 (10.6%) and 2/39 (5.1%) for 2 g and 4 g respectively (OR 0.45 (95% CI 0.87-2.36), p 0.448). Treatment cessation due to any adverse effect was similar between both groups 2/47 (4.3%) for 2 g and 3/39 (7.7%) for 4 g (OR 1.86 (95% CI 0.36-10.92), p 0.655). CONCLUSIONS Increased adverse effects with 4 g (over 2 g) daily dosing of ceftriaxone was not observed in an OPAT population. However absolute development of haematological and liver dyscrasias was appreciable-monitoring of liver function and full blood count in patients receiving prolonged ceftriaxone is indicated irrespective of dosing.
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Affiliation(s)
- Rakhee Mistry
- grid.428062.a0000 0004 0497 2835Chelsea and Westminster NHS Foundation Trust, 369 Fulham Road, London, SW10 9NH UK
| | - Timothy M. Rawson
- grid.428062.a0000 0004 0497 2835Chelsea and Westminster NHS Foundation Trust, 369 Fulham Road, London, SW10 9NH UK ,North West London Pathology, Imperial College Healthcare NHS Trust, Fulham Palace Road, London, W6 8RF UK
| | - Oliver Troise
- grid.428062.a0000 0004 0497 2835Chelsea and Westminster NHS Foundation Trust, 369 Fulham Road, London, SW10 9NH UK
| | - Nabeela Mughal
- grid.428062.a0000 0004 0497 2835Chelsea and Westminster NHS Foundation Trust, 369 Fulham Road, London, SW10 9NH UK ,North West London Pathology, Imperial College Healthcare NHS Trust, Fulham Palace Road, London, W6 8RF UK ,grid.7445.20000 0001 2113 8111National Institute for Health Research Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance, Imperial College London, Hammersmith Campus, Du Cane Road, London, W12 0NN UK
| | - Luke S. P. Moore
- grid.428062.a0000 0004 0497 2835Chelsea and Westminster NHS Foundation Trust, 369 Fulham Road, London, SW10 9NH UK ,North West London Pathology, Imperial College Healthcare NHS Trust, Fulham Palace Road, London, W6 8RF UK ,grid.7445.20000 0001 2113 8111National Institute for Health Research Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance, Imperial College London, Hammersmith Campus, Du Cane Road, London, W12 0NN UK
| | - Stephen Hughes
- grid.428062.a0000 0004 0497 2835Chelsea and Westminster NHS Foundation Trust, 369 Fulham Road, London, SW10 9NH UK
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12
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Tang Girdwood S, Pavia K, Paice K, Hambrick HR, Kaplan J, Vinks AA. β-lactam precision dosing in critically ill children: Current state and knowledge gaps. Front Pharmacol 2022; 13:1044683. [PMID: 36532752 PMCID: PMC9752101 DOI: 10.3389/fphar.2022.1044683] [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] [Received: 09/14/2022] [Accepted: 11/21/2022] [Indexed: 12/03/2022] Open
Abstract
There has been emerging interest in implementing therapeutic drug monitoring and model-informed precision dosing of β-lactam antibiotics in critically ill patients, including children. Despite a position paper endorsed by multiple international societies that support these efforts in critically ill adults, implementation of β-lactam precision dosing has not been widely adopted. In this review, we highlight what is known about β-lactam antibiotic pharmacokinetics and pharmacodynamics in critically ill children. We also define the knowledge gaps that present barriers to acceptance and implementation of precision dosing of β-lactam antibiotics in critically ill children: a lack of consensus on which subpopulations would benefit most from precision dosing and the uncertainty of how precision dosing changes outcomes. We conclude with opportunities for further research to close these knowledge gaps.
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Affiliation(s)
- Sonya Tang Girdwood
- Division of Clinical Pharmacology, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States,Division of Hospital Medicine, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States,*Correspondence: Sonya Tang Girdwood,
| | - Kathryn Pavia
- Division of Critical Care Medicine, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - Kelli Paice
- Division of Critical Care Medicine, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - H. Rhodes Hambrick
- Division of Nephrology and Hypertension, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - Jennifer Kaplan
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States,Division of Critical Care Medicine, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - Alexander A. Vinks
- Division of Clinical Pharmacology, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
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13
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Lin X, Qin X, Wu X, Liao Y, Yu Y, Xie Q, Tang S, Guo C, Pei J, Wu Z, Cai C, Wang F, Wu S, Chen H, Liu X, Li M, Cao W, Zheng H. Markedly Increasing Antibiotic Resistance and Dual Treatment of Neisseria gonorrhoeae Isolates in Guangdong, China, from 2013 to 2020. Antimicrob Agents Chemother 2022; 66:e0229421. [PMID: 35345891 PMCID: PMC9017359 DOI: 10.1128/aac.02294-21] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 02/10/2022] [Indexed: 11/20/2022] Open
Abstract
The emergence of multidrug resistance in Neisseria gonorrhoeae is concerning, especially the cooccurrence of azithromycin resistance and decreased susceptibility to extended-spectrum cephalosporin. This study aimed to confirm the antibiotic resistance trends and provide a solution for N. gonorrhoeae treatment in Guangdong, China. A total of 5,808 strains were collected for assessment of antibiotic MICs. High resistance to penicillin (53.80 to 82%), tetracycline (88.30 to 100%), ciprofloxacin (96 to 99.8%), cefixime (6.81 to 46%), and azithromycin (8.60 to 20.03%) was observed. Remarkably, spectinomycin and ceftriaxone seemed to be the effective choices, with resistance rates of 0 to 7.63% and 2.00 to 16.18%, respectively. Moreover, the rates of azithromycin resistance combined with decreased susceptibility to ceftriaxone and cefixime reached 9.28% and 8.64%, respectively. Furthermore, genotyping identified NG-STAR-ST501, NG-MAST-ST2268, and MLST-ST7363 as the sequence types among representative multidrug-resistant isolates. Evolutionary analysis showed that FC428-related clones have spread to Guangdong, China, which might be a cause of the rapid increase in extended-spectrum cephalosporin resistance currently. Among these strains, the prevalence of N. gonorrhoeae was extremely high, and single-dose ceftriaxone treatment might be a challenge in the future. To partially relieve the treatment pressure, a susceptibility test for susceptibility to azithromycin plus extended-spectrum cephalosporin dual therapy was performed. The results showed that all the representative isolates could be effectively killed with the coadministration of less than 1 mg/liter azithromycin and 0.125 mg/liter extended-spectrum cephalosporin, with a synergistic effect according to a fractional inhibitory concentration (FIC) of <0.5. In conclusion, dual therapy might be a powerful measure to treat refractory N. gonorrhoeae in the context of increasing antibiotic resistance in Guangdong, China.
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Affiliation(s)
- Xiaomian Lin
- Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Xiaolin Qin
- Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Xingzhong Wu
- Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Yiwen Liao
- Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Yuqi Yu
- Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, China
- Guangdong Provincial Center for STD Control, Guangzhou, Guangdong, China
| | - Qinghui Xie
- Anhui Medical University, Hefei, Anhui, China
| | - Sanmei Tang
- Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, China
- Guangdong Provincial Center for STD Control, Guangzhou, Guangdong, China
| | - Chixing Guo
- Guangzhou Panyu Chronic Disease Prevention and Treatment Station, Guangzhou, China
| | - Junming Pei
- Shantou Dermatology Hospital, Shantou, Guangzhou, China
| | - Zhizhou Wu
- Jiangmen Dermatology Hospital, Jiangmen, Guangzhou, China
| | - Changhui Cai
- Zhongshan Second People's Hospital, Zhongshan, Guangzhou, China
| | - Feng Wang
- Shenzhen Center for Chronic Diseases Control, Shenzhen, Guangzhou, China
| | - Shanghua Wu
- Shaoguan Center for Chronic Diseases Control, Shaoguan, Guangzhou, China
| | - Heyong Chen
- Maoming Center for Chronic Diseases Control, Maoming, Guangdong, China
| | - Xiaofeng Liu
- Zhuhai Center for Chronic Diseases Control, Zhuhai, China
| | - Ming Li
- Binhai Bay Central Hospital of Dongguan City, Dongguan, China
| | - Wenling Cao
- Guangzhou Institute of Dermatology, Guangzhou, China
| | - Heping Zheng
- Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, China
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14
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Asai Y, Yamamoto T, Sato Y. Risk assessment of micafungin-induced liver injury using spontaneous reporting system data and electronic medical records. J Infect Chemother 2022; 28:690-695. [PMID: 35148944 DOI: 10.1016/j.jiac.2022.01.024] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 01/27/2022] [Accepted: 01/31/2022] [Indexed: 02/08/2023]
Abstract
INTRODUCTION There is limited information regarding antifungal-induced liver injuries, which have high mortality rates. Therefore, we used the Japanese Adverse Drug Event Report (JADER) database for signal detection associated with antifungal-induced liver injuries and medical records for risk assessment. METHODS Reports of antifungal-induced liver injuries from JADER data were analyzed to calculate the reporting odds ratio (ROR) and 95% confidence interval (CI). A medical record-based study involving 109 adult patients treated with micafungin shows liver injury as the primary outcome in patients treated with micafungin. The albumin-bilirubin (ALBI) score was calculated based on albumin and total bilirubin levels. We selected five explanatory factors for multivariable logistic regression: alanine aminotransferase ≥20 IU/L, alkaline phosphatase ≥372 IU/L, aspartate aminotransferase ≥25 IU/L, ALBI score ≥ -1.290, and age ≥65 years. RESULTS Signal detection for micafungin was observed in both, hepatocellular and cholestatic injuries, as per data from JADER. Univariate analyses performed on medical records suggest that alanine aminotransferase (p = 0.008), aspartate aminotransferase (p = 0.036), alkaline phosphatase (p = 0.045), and ALBI score (p = 0.028) may be factors associated with micafungin-induced liver injury. Based on multivariable logistic regression, the adjusted odds ratio for micafungin-induced liver injury in patients with ALBI score ≥ -1.290 was 2.78 (95% CI: 1.014-7.605, p = 0.047), suggesting that low hepatic functional reserve could be a risk factor for micafungin-induced liver injury. CONCLUSIONS Careful monitoring of liver function may be necessary for micafungin administration in patients with low hepatic functional reserve.
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Affiliation(s)
- Yuki Asai
- Pharmacy, National Hospital Organization Mie Chuo Medical Center; 2158-5 Hisaimyojincho, Tsu, Mie, 514-1101 Japan.
| | - Takanori Yamamoto
- Pharmacy, National Hospital Organization Mie Chuo Medical Center; 2158-5 Hisaimyojincho, Tsu, Mie, 514-1101 Japan
| | - Yoshiharu Sato
- Pharmacy, National Hospital Organization Mie Chuo Medical Center; 2158-5 Hisaimyojincho, Tsu, Mie, 514-1101 Japan
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15
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Drug-drug-gene interactions as mediators of adverse drug reactions to diclofenac and statins: a case report and literature review. ACTA ACUST UNITED AC 2021; 72:114-128. [PMID: 34187111 PMCID: PMC8265195 DOI: 10.2478/aiht-2021-72-3549] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 05/01/2021] [Indexed: 01/29/2023]
Abstract
Concomitant treatment with drugs that inhibit drug metabolising enzymes and/or transporters, such as commonly prescribed statins and nonsteroidal anti-inflammatory drugs (NSAIDs), has been associated with prolonged drug exposure and increased risk of adverse drug reactions (ADRs) due to drug-drug interactions. The risk is further increased in patients with chronic diseases/comorbidities who are more susceptible because of their genetic setup or external factors. In that light, we present a case of a 46-year-old woman who had been experiencing acute renal and hepatic injury and myalgia over two years of concomitant treatment with diclofenac, atorvastatin, simvastatin/fenofibrate, and several other drugs, including pantoprazole and furosemide. Our pharmacogenomic findings supported the suspicion that ADRs, most notably the multi-organ toxicity experienced by our patient, may be owed to drug-drug-gene interactions and increased bioavailability of the prescribed drugs due to slower detoxification capacity and decreased hepatic and renal elimination. We also discuss the importance of CYP polymorphisms in the biotransformation of endogenous substrates such as arachidonic acid and their modulating role in pathophysiological processes. Yet even though the risks of ADRs related to the above mentioned drugs are substantially evidenced in literature, pre-emptive pharmacogenetic analysis has not yet found its way into common clinical practice.
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16
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Han Y, Yin Y, Dai X, Chen S, Yang L, Zhu B, Zhong N, Cao W, Zhang X, Wu Z, Yuan L, Zheng Z, Feng L, Liu J, Chen X. Widespread Use of High-dose Ceftriaxone Therapy for Uncomplicated Gonorrhea Without Reported Ceftriaxone Treatment Failure: Results From 5 Years of Multicenter Surveillance Data in China. Clin Infect Dis 2021; 70:99-105. [PMID: 30838398 DOI: 10.1093/cid/ciz170] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Accepted: 02/26/2019] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Antimicrobial resistance to Neisseria gonorrhoeae has emerged for each of the antibiotics recommended as first-line therapies following their introduction into clinical practice. To improve rational and effective clinical antibiotic treatment, we analyzed the prescription patterns of antibiotics and their therapeutic effect in the treatment of uncomplicated gonorrhea in China. METHODS We obtained data from a follow-up multicenter surveillance program. Multinomial logistic regression analyses were conducted to explore the associations between demographic/clinical variables with the levels of sensitivity to ceftriaxone and prescription of high-dose ceftriaxone. RESULTS In this study, 1686 patients infected with N. gonorrhoeae were recruited in a surveillance network during 1 January 2013 through 31 December 2017 in 7 hospitals distributed in 5 provinces. The prevalence of isolates with decreased susceptibility to ceftriaxone was 9.8% (131/1333), fluctuating between 5.6% and 12.1%. Injectable ceftriaxone was chosen as the first-line treatment among 83.1% of patients, and most of them (72.7% [1018/1401]) received >1000 mg dosage. Patients who were previously infected with gonorrhea or other sexually transmitted infections (adjusted odds ratio [AOR], 1.618 [95% confidence interval {CI}, 1.11-2.358]; AOR, 2.08 [95% CI, 1.41-3.069]) or who already used antibiotics for this infection (AOR, 1.599 [95% CI, 1.041-2.454]) were associated with a higher prescribed ceftriaxone dosage. All of the patients recruited in this study were cured regardless of the isolates' susceptibility to ceftriaxone or the dosage of ceftriaxone they received. CONCLUSIONS No ceftriaxone treatment failure for uncomplicated gonorrhea was reported in China; however, high-dose ceftriaxone was widely used in China. Its impacts need further study.
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Affiliation(s)
- Yan Han
- Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College.,National Center for Sexually Transmitted Disease (STD) Control, Chinese Center for Disease Control and Prevention, Nanjing
| | - Yueping Yin
- Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College.,National Center for Sexually Transmitted Disease (STD) Control, Chinese Center for Disease Control and Prevention, Nanjing
| | - Xiuqin Dai
- Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College.,National Center for Sexually Transmitted Disease (STD) Control, Chinese Center for Disease Control and Prevention, Nanjing
| | - Shaochun Chen
- Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College.,National Center for Sexually Transmitted Disease (STD) Control, Chinese Center for Disease Control and Prevention, Nanjing
| | - Ligang Yang
- Dermatology Hospital, Southern Medical University.,Guangdong Provincial Dermatology Hospital, Guangzhou
| | - Bangyong Zhu
- Institute of Dermatology, Guangxi Autonomous Region, Nanning
| | - Na Zhong
- Hainan Provincial Center for STD/Skin Disease Control and Prevention, Haikou
| | | | - Xiaohui Zhang
- Dermatology Hospital, Southern Medical University.,Guangdong Provincial Dermatology Hospital, Guangzhou
| | | | - Liufeng Yuan
- Beijing Ditan Hospital Capital Medical University
| | - Zhongjie Zheng
- Tianjin Center for Disease Control and Prevention, China
| | | | - Jun Liu
- Massachusetts General Hospital, Harvard Medical School, Boston
| | - Xiangsheng Chen
- Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College.,National Center for Sexually Transmitted Disease (STD) Control, Chinese Center for Disease Control and Prevention, Nanjing
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17
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Imanishi K, Nakakura I, Miyabe T, Sako R, Yamauchi K. Comparison of safety between high and low doses of sulbactam/ampicillin: A retrospective observational study in Japanese patients with pneumonia. J Infect Chemother 2020; 26:1152-1157. [PMID: 32622622 DOI: 10.1016/j.jiac.2020.06.004] [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: 12/17/2019] [Revised: 04/28/2020] [Accepted: 06/04/2020] [Indexed: 11/17/2022]
Abstract
Although 12 g/day sulbactam/ampicillin (SBT/ABPC) is approved in Japan, differences in the frequency of adverse effects induced by conventional (≤6 g/day) and high (≥9 g/day) doses remain unclear. We performed a retrospective observational study on SBT/ABPC-treated hospitalized adult patients with pneumonia from October 2015 to January 2018 to compare the safety between high and low doses. Patients were divided into high-dose (≥9 g/day, n = 200) and low-dose (≤6 g/day, n = 246) groups. We used logistic regression to determine propensity scores for the high-dose and low-dose groups and compared the incidence of adverse effects after propensity score adjustment (n = 200 in each group). Following propensity score adjustment, the frequency of elevated alanine aminotransferase (ALT) level was still significantly higher in the high-dose group than in the low-dose group (21% versus 11%, p = 0.006). In contrast, the frequencies of elevated alkaline phosphatase, aspartate aminotransferase, and serum creatinine levels and decreased white blood cell and platelet counts, and incidence of anemia, were not. Changes in blood urea nitrogen levels, erythrocyte count, and hematocrit were not significantly different between the two dose groups. There were two cases of rash reported to the Pharmaceuticals and Medical Devices Agency as an adverse effect in the high-dose group. Thirty-day mortality rates were not significantly different after propensity score adjustment. Our analysis suggests that an increase in the ALT grade was more frequent in patients treated with a daily dose of SBT/ABPC of ≥9 g.
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Affiliation(s)
- Kaori Imanishi
- Department of Pharmacy, National Hospital Organization Osaka National Hospital, Japan.
| | - Ichiro Nakakura
- Department of Pharmacy, National Hospital Organization Osaka National Hospital, Japan.
| | - Takashi Miyabe
- Department of Pharmacy, National Hospital Organization Osaka National Hospital, Japan.
| | - Rumi Sako
- Department of Pharmacy, National Hospital Organization Osaka National Hospital, Japan.
| | - Kazutaka Yamauchi
- Department of Pharmacy, National Hospital Organization Osaka National Hospital, Japan.
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18
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Le Turnier P, Navas D, Garot D, Guimard T, Bernard L, Tattevin P, Vandamme YM, Hoff J, Chiffoleau A, Dary M, Leclair-Visonneau L, Grégoire M, Pere M, Boutoille D, Sébille V, Dailly E, Asseray N. Tolerability of high-dose ceftriaxone in CNS infections: a prospective multicentre cohort study. J Antimicrob Chemother 2020; 74:1078-1085. [PMID: 30698733 DOI: 10.1093/jac/dky553] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 11/14/2018] [Accepted: 11/28/2018] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Ceftriaxone is widely used to treat community-acquired CNS bacterial infections. French guidelines for meningitis in adults promote 75-100 mg/kg/day ceftriaxone without an upper limit for dosage, yet little is known about the pharmacology and tolerability of such regimens. PATIENTS AND METHODS A multicentre prospective cohort study was conducted in adult patients to assess the adverse drug reactions (ADRs) of high-dose ceftriaxone (i.e. daily dosage ≥4 g or ≥75 mg/kg) in CNS infections and to analyse their related factors. Drug causality was systematically assessed by an expert committee who reviewed the medical charts of all included patients. RESULTS A total of 196 patients were enrolled over a 31 month period. Median dosage and duration of ceftriaxone were 96.4 mg/kg/day (7 g/day) and 8 days, respectively. Nineteen ceftriaxone-related ADRs (mainly neurological) occurred in 17 patients (8.7%), with only one case of treatment discontinuation (biliary pseudolithiasis). In univariate analysis, older age, male gender, renal impairment and high trough ceftriaxone plasma concentration were associated with ceftriaxone-related ADRs. CONCLUSIONS High-dose ceftriaxone for CNS infection administered as recommended by French guidelines in adults was well tolerated overall, suggesting these recommendations could be applied and generalized. In patients with advanced age or renal insufficiency, prescription should be done with caution and therapeutic drug monitoring could be useful.
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Affiliation(s)
- Paul Le Turnier
- Department of Infectious Diseases, Nantes University Hospital and CIC 1413, INSERM, Nantes, France
| | - Dominique Navas
- EA 3826, University of Nantes, Nantes, France.,Pharmacy Department, Nantes University Hospital, Nantes, France
| | - Denis Garot
- Intensive Care Unit, Anaesthesia and Critical Care Department, Tours University Hospital, Tours, France
| | - Thomas Guimard
- Infectious Diseases Department, La Roche sur Yon Hospital, La Roche sur Yon, France
| | - Louis Bernard
- Infectious Diseases Department, Tours University Hospital, Tours, France
| | - Pierre Tattevin
- Infectious Diseases Department, Rennes University Hospital, Rennes, France
| | | | - Jérôme Hoff
- Intensive Care Unit, Anaesthesia and Critical Care Department, Saint Nazaire Hospital, Saint Nazaire, France
| | - Anne Chiffoleau
- Pharmacovigilance, Research Board, Nantes University Hospital, Nantes, France
| | - Martin Dary
- Emergency Department, Nantes University Hospital, Nantes, France
| | | | - Matthieu Grégoire
- EA 3826, University of Nantes, Nantes, France.,Clinical Pharmacology Department, Nantes University Hospital, Nantes, France
| | - Morgane Pere
- Biostatistics Unit, Research Board, Nantes University Hospital, Nantes, France
| | - David Boutoille
- Department of Infectious Diseases, Nantes University Hospital and CIC 1413, INSERM, Nantes, France.,EA 3826, University of Nantes, Nantes, France
| | - Véronique Sébille
- Biostatistics Unit, Research Board, Nantes University Hospital, Nantes, France
| | - Eric Dailly
- EA 3826, University of Nantes, Nantes, France.,Clinical Pharmacology Department, Nantes University Hospital, Nantes, France
| | - Nathalie Asseray
- Department of Infectious Diseases, Nantes University Hospital and CIC 1413, INSERM, Nantes, France
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Abstract
PURPOSE OF REVIEW Drug-induced liver injury (DILI) can be induced by a myriad of drugs. Assessing whether the patient has DILI and assessing which drug is the most likely culprit are challenging. There has been too little attention paid to the concept that certain drugs appear to have unique clinical features or 'phenotypes'. RECENT FINDINGS Several case series of DILI because of various drugs have been published, and analysis of these case series points to the fact that individual drugs have characteristic DILI signatures. These clinical phenotypes can be characterized by latency, biochemical features (R-value), as well as clinical symptoms and signs. Several drugs, including isoniazid, amoxicillin-clavulanic acid, anabolic steroids, β-interferon and others, have highly unique clinical features. Such unique properties may be able to be used to improve adjudication processes. SUMMARY Individual drugs have unique clinical DILI phenotypes or signatures. Furthermore, these may be able to be used to improve adjudication.
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Affiliation(s)
- Hans L. Tillmann
- Department of Medicine, Division of Gastroenterology, Hepatology & Nutrition, East Carolina University, Greenville, NC
- Greenville VA Health Care Center, Greenville, NC
| | - Don C. Rockey
- Department of Medicine, Medical University South Carolina, Charleston, SC
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20
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Abstract
PURPOSE OF REVIEW There are three liver-specific causality assessment tools currently available to guide clinical diagnosis of Drug-Induced Liver Injury (DILI): Roussel-Uclaf Causality Assessment Method (RUCAM), Digestive-Disease-Week Japan 2004 scale (DDW-J), and Clinical Diagnostic Scale (CDS). The purpose of this review is to assess these tools and discuss how to improve the causality assessment process as a whole. RECENT FINDINGS Existing DILI-specific causality assessment tools are surprisingly similar and exhibit only minor differences in point allocation. But difference in threshold for likelihood of being DILI. We reviewed the literature on currently used causality assessment tools, identified areas for future improvement, and herein propose approaches for refinement. Opportunities to improve current models, as well as the assessment process, in general, include in particular provision of more precise clinical detail and to perhaps add new components to scoring systems. For example, the incorporation of drug-specific clinical signature patterns, accounting for a drug's inherent hepatotoxicity potential, and/or incorporation of other drug properties to scoring systems may allow enhancement. Further, more systemic exclusion of competing diagnoses is needed. Finally, causality assessment processes will likely benefit from a data-driven and computer-assisted approach. SUMMARY Current tools used for DILI adjudication are imperfect. Avenues to improve these tools are described.
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21
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Zhang Q, Guo J, Dai G, Li J, Zhu L, He S, Zong Y, Tang Z, Zhao B, Ju W, Duan J. Comparison of the Pharmacokinetic Profiles of Ceftriaxone Used Alone and Combined with Danhong Injection in Old Rats. Eur J Drug Metab Pharmacokinet 2018; 44:505-517. [PMID: 30511237 DOI: 10.1007/s13318-018-0530-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
BACKGROUND AND OBJECTIVES Danhong injection is the most commonly prescribed adjuvant drug applied for the treatment of cardiovascular and cerebrovascular diseases in China. Ceftriaxone is usually prescribed along with Danhong injection to elderly patients with complications. However, the pharmacokinetic interactions between these two medications have not been investigated. The aim of this study was to investigate whether Danhong injection influences the pharmacokinetic profile of ceftriaxone in old rats when these two medications are used in combination. METHODS The animal experiment protocol was designed according to the clinical data. Ten-month-old male Sprague-Dawley (SD) rats were dosed with ceftriaxone through intravenous administration for 1 or 7 days in the presence or absence of Danhong injection. The combinations were divided into 1-day, 7-day, and 14-day combined-treatment groups in which Danhong injection was administered for 1, 7, or 14 days and ceftriaxone was given for 1, 7, or 7 days, respectively. The plasma concentration of ceftriaxone was determined by ultrahigh performance liquid chromatography coupled with triple-quadrupole mass spectrometry (UHPLC-TQ-MS) on a BEH C18 column with a mobile phase consisting of acetonitrile and 0.4% formic acid-water. The chromatographic method was validated and found to be simple, rapid, and stable. RESULTS Danhong injection significantly increased the plasma clearance of and decreased systemic exposure to ceftriaxone. In the 1-day combined-treatment group, the plasma clearance of ceftriaxone increased by 52.69%, and the area under the concentration-time curve (AUC) of ceftriaxone was decreased by 32.54% (P < 0.01). In the 7-day combined-treatment group, the rate of plasma clearance increased by 52.49% and the area under the concentration-time curve decreased by 31.15% (P < 0.01). For the 14-day combined-treatment group, the plasma clearance of ceftriaxone increased by 26.73%, and the area under the concentration-time curve decreased by 21.44% (P < 0.05). CONCLUSIONS In old male rats, systemic exposure to ceftriaxone decreased when used concomitantly with Danhong injection, which may be because Danhong injection increased the plasma clearance of ceftriaxone. Further investigations should be carried out to clarify the mechanism for the influence of Danhong injection on the pharmacokinetics of ceftriaxone.
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Affiliation(s)
- Qian Zhang
- The Department of Pharmacy, The Affiliated Hospital of Nanjing University of Chinese Medicine, No. 155, Hanzhong Road, Nanjing, 210029, People's Republic of China.,Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources, Jiangsu Key Laboratory for High Technology Research of TCM Formulae, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, No. 138, Xianlin Avenue, Nanjing, 210046, People's Republic of China
| | - Jianming Guo
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources, Jiangsu Key Laboratory for High Technology Research of TCM Formulae, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, No. 138, Xianlin Avenue, Nanjing, 210046, People's Republic of China
| | - Guoliang Dai
- The Department of Pharmacy, The Affiliated Hospital of Nanjing University of Chinese Medicine, No. 155, Hanzhong Road, Nanjing, 210029, People's Republic of China
| | - Jianping Li
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources, Jiangsu Key Laboratory for High Technology Research of TCM Formulae, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, No. 138, Xianlin Avenue, Nanjing, 210046, People's Republic of China
| | - Lijing Zhu
- The Department of Pharmacy, The Affiliated Hospital of Nanjing University of Chinese Medicine, No. 155, Hanzhong Road, Nanjing, 210029, People's Republic of China
| | - Shufen He
- The Department of Pharmacy, The Affiliated Hospital of Nanjing University of Chinese Medicine, No. 155, Hanzhong Road, Nanjing, 210029, People's Republic of China
| | - Yang Zong
- The Department of Pharmacy, The Affiliated Hospital of Nanjing University of Chinese Medicine, No. 155, Hanzhong Road, Nanjing, 210029, People's Republic of China
| | - Zhishu Tang
- Shanxi University of Traditional Chinese Medicine, Xianyang, People's Republic of China
| | - Buchang Zhao
- Buchang Pharma, Xi'an, People's Republic of China
| | - Wenzheng Ju
- The Department of Pharmacy, The Affiliated Hospital of Nanjing University of Chinese Medicine, No. 155, Hanzhong Road, Nanjing, 210029, People's Republic of China.
| | - Jinao Duan
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources, Jiangsu Key Laboratory for High Technology Research of TCM Formulae, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, No. 138, Xianlin Avenue, Nanjing, 210046, People's Republic of China.
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22
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Vardakas KZ, Kalimeris GD, Triarides NA, Falagas ME. An update on adverse drug reactions related to β-lactam antibiotics. Expert Opin Drug Saf 2018; 17:499-508. [DOI: 10.1080/14740338.2018.1462334] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- Konstantinos Z. Vardakas
- Alfa Institute of Biomedical Sciences, Athens, Greece
- Department of Medicine, Henry Dunant Hospital Center, Athens, Greece
| | - Georgios D. Kalimeris
- Alfa Institute of Biomedical Sciences, Athens, Greece
- Department of Medicine, Henry Dunant Hospital Center, Athens, Greece
| | - Nikolaos A. Triarides
- Alfa Institute of Biomedical Sciences, Athens, Greece
- Department of Medicine, Henry Dunant Hospital Center, Athens, Greece
| | - Matthew E. Falagas
- Alfa Institute of Biomedical Sciences, Athens, Greece
- Department of Medicine, Henry Dunant Hospital Center, Athens, Greece
- Department of Medicine, Tufts University School of Medicine, Boston, Massachusetts, USA
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23
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Yoshimura Y, Nakaharai K, Tachikawa N. A 23-Year-Old Man With Acute Abdominal Pain After Brain Surgery. Clin Infect Dis 2017. [DOI: 10.1093/cid/cix282] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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