Hematologic responses (< 1%) to piperacillin/tazobactam were uncommon, and mostly reported in non-pregnant adults. The use of piperacillin/tazobactam during pregnancy is considered to be moderately safe for the human embryo-fetus (pregnancy grade B). However, changes in pharmacokinetics during pregnancy (such as an increase in plasma volume and an increase in renal clearance rate) may alter the toxicity threshold of the drug. This is a case of a pregnant woman (26 weeks of gestation) treated with piperacillin/tazobactam for psoas abscess (Proteus mirabilis). After 22 days, the patient developed low-grade fever, leukopenia, neutropenia, and thrombocytopenia. Three days after discontinuation of piperacillin/tazobactam, the above adverse reactions were all reversed. The Naranjo scale yielded a score of 7, which indicates a definite result for this adverse drug reaction. This was the first report of piperacillin-tazobactam-induced pancytopenia in pregnancy.
{"title":"Piperacillin/tazobactam-induced reversible pancytopenia in a pregnant patient: A case report.","authors":"Ning He, Shiyu Wang, Qingmao Luo, Wenyan Yi","doi":"10.5414/CP204885","DOIUrl":"10.5414/CP204885","url":null,"abstract":"<p><p>Hematologic responses (< 1%) to piperacillin/tazobactam were uncommon, and mostly reported in non-pregnant adults. The use of piperacillin/tazobactam during pregnancy is considered to be moderately safe for the human embryo-fetus (pregnancy grade B). However, changes in pharmacokinetics during pregnancy (such as an increase in plasma volume and an increase in renal clearance rate) may alter the toxicity threshold of the drug. This is a case of a pregnant woman (26 weeks of gestation) treated with piperacillin/tazobactam for psoas abscess (<i>Proteus mirabilis</i>). After 22 days, the patient developed low-grade fever, leukopenia, neutropenia, and thrombocytopenia. Three days after discontinuation of piperacillin/tazobactam, the above adverse reactions were all reversed. The Naranjo scale yielded a score of 7, which indicates a definite result for this adverse drug reaction. This was the first report of piperacillin-tazobactam-induced pancytopenia in pregnancy.</p>","PeriodicalId":13963,"journal":{"name":"International journal of clinical pharmacology and therapeutics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145855912","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mustajab Ali Naseer, Muhammad Aamir, Hajira Bilal, Walaa F Alsanie, Abdulhakeem S Alamri, Muhammad Usman
Background: Linezolid is classified under the reserve group of antibiotics, and it exerts its antibacterial activity by disrupting protein synthesis. Clinically, linezolid is used for treatment of severe infections caused by methicillin-resistant Staphylococcus aureus (MRSA) and vancomycin-resistant Enterococcus (VRE). It is eliminated through both renal and hepatic routes. Being a narrow therapeutic index drug, linezolid needs special dosing considerations for safe and effective treatment.
Materials and methods: A plasma concentration dataset of 94 patients with 347 samples was used for development of a population pharmacokinetic model on NONMEM software. The influence of significant covariates on pharmacokinetic parameters was analyzed by stepwise covariate modeling, and dosing simulations were performed on the basis of significant covariates.
Results: The data was best analyzed using a one-compartment model with first-order elimination. The clearance (CL) of linezolid was estimated as 3.38 L/h, while volume of distribution (Vd) was 36 L. The between-subject variability on linezolid CL was 29.8%, and that of Vd was 39.6%. Creatinine clearance (CrCl) and age of the patients were proven to be significant covariates on CL, while no significant covariate was observed for Vd during stepwise covariate modeling. The dosing simulations revealed that a different dose should be administered based on the CrCl of patients.
Conclusion: The renal status and age of the patients are significant covariates responsible for linezolid CL, and a dose of 200, 300, 400, and 600 mg is appropriate for patients with CrCl of 20, 40, 80, and 120 mL/min, respectively.
{"title":"Dose optimization of linezolid among surgical patients: A population pharmacokinetic study.","authors":"Mustajab Ali Naseer, Muhammad Aamir, Hajira Bilal, Walaa F Alsanie, Abdulhakeem S Alamri, Muhammad Usman","doi":"10.5414/CP204889","DOIUrl":"10.5414/CP204889","url":null,"abstract":"<p><strong>Background: </strong>Linezolid is classified under the reserve group of antibiotics, and it exerts its antibacterial activity by disrupting protein synthesis. Clinically, linezolid is used for treatment of severe infections caused by methicillin-resistant <i>Staphylococcus aureus</i> (MRSA) and vancomycin-resistant <i>Enterococcus</i> (VRE). It is eliminated through both renal and hepatic routes. Being a narrow therapeutic index drug, linezolid needs special dosing considerations for safe and effective treatment.</p><p><strong>Materials and methods: </strong>A plasma concentration dataset of 94 patients with 347 samples was used for development of a population pharmacokinetic model on NONMEM software. The influence of significant covariates on pharmacokinetic parameters was analyzed by stepwise covariate modeling, and dosing simulations were performed on the basis of significant covariates.</p><p><strong>Results: </strong>The data was best analyzed using a one-compartment model with first-order elimination. The clearance (CL) of linezolid was estimated as 3.38 L/h, while volume of distribution (Vd) was 36 L. The between-subject variability on linezolid CL was 29.8%, and that of Vd was 39.6%. Creatinine clearance (CrCl) and age of the patients were proven to be significant covariates on CL, while no significant covariate was observed for Vd during stepwise covariate modeling. The dosing simulations revealed that a different dose should be administered based on the CrCl of patients.</p><p><strong>Conclusion: </strong>The renal status and age of the patients are significant covariates responsible for linezolid CL, and a dose of 200, 300, 400, and 600 mg is appropriate for patients with CrCl of 20, 40, 80, and 120 mL/min, respectively.</p>","PeriodicalId":13963,"journal":{"name":"International journal of clinical pharmacology and therapeutics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145804379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yi Liu, Cao-Yang Wang, Hai-Wen Wang, Ming-Qing Xu, Hong-Wen Zhang, Li-Jun Xie, Juan Chen, Chen Zhou, Lu-Ning Sun, Yong-Qing Wang
Objective: This study evaluated and compared the safety, pharmacokinetics, and pharmacodynamics of regadenoson injection (test) and regadenoson original injection (Lexiscan, reference) in healthy Chinese subjects.
Materials and methods: In a randomized, positive-control, single-center, single-dose study, 24 healthy Chinese subjects were divided into test and reference groups (12 subjects each). Subjects in the test group received a single bolus of test drug (0.4 mg/5 mL), while the reference group received the same dose of reference drug. Blood and urine samples were collected before and after drug administration, and regadenoson concentrations were quantified using liquid chromatography-tandem mass spectrometry (LC-MS/MS).
Results: No serious adverse events (AEs) occurred. There was no significant difference in the incidence of adverse reactions between the two preparations. The pharmacokinetic parameters, including maximum concentration (Cmax), the area under the concentration-time curve from time 0 to the time of the last quantifiable concentration (AUC0-t), and the area under the concentration-time curve from time 0 to infinity (AUC0-∞), were assessed to compare the pharmacokinetic of two regadenoson preparations. The test/reference geometric mean ratios of Cmax, AUC0-t, and AUC0-∞ were 102.84, 99.16, and 99.77%, respectively. The 90% confidence intervals (CIs) of AUC0-t and AUC0-∞ fell within 0.8 - 1.25, but the 90% CIs of Cmax did not. Blood pressure (BP) and heart rate (HR) were measured to compare the pharmacodynamics of the two preparations. The test and reference drugs had similar HR responses (63.22 ± 38.45% vs. 37.50 ± 16.96%), systolic BP response (4.81 ± 13.73% vs. -3.83 ± 12.29%), and diastolic BP response (-7.75 ± 12.84% vs. -16.13 ± 9.85%), p > 0.05. After adjusting the weight of males and females, there were significant differences in Cmax, AUC0-t, AUC0-∞, T1/2, Vss, λz, Ae%, p < 0.05.
Conclusion: The test drug demonstrated similar pharmacokinetic and pharmacodynamic characteristics as the reference drug. Additionally, it was well-tolerated and safe in healthy Chinese participants. Sex may influence regadenoson pharmacokinetics.
{"title":"Comparison and evaluation of safety, pharmacokinetics, and pharmacodynamics of two regadenoson injections in healthy Chinese subjects.","authors":"Yi Liu, Cao-Yang Wang, Hai-Wen Wang, Ming-Qing Xu, Hong-Wen Zhang, Li-Jun Xie, Juan Chen, Chen Zhou, Lu-Ning Sun, Yong-Qing Wang","doi":"10.5414/CP204644","DOIUrl":"10.5414/CP204644","url":null,"abstract":"<p><strong>Objective: </strong>This study evaluated and compared the safety, pharmacokinetics, and pharmacodynamics of regadenoson injection (test) and regadenoson original injection (Lexiscan, reference) in healthy Chinese subjects.</p><p><strong>Materials and methods: </strong>In a randomized, positive-control, single-center, single-dose study, 24 healthy Chinese subjects were divided into test and reference groups (12 subjects each). Subjects in the test group received a single bolus of test drug (0.4 mg/5 mL), while the reference group received the same dose of reference drug. Blood and urine samples were collected before and after drug administration, and regadenoson concentrations were quantified using liquid chromatography-tandem mass spectrometry (LC-MS/MS).</p><p><strong>Results: </strong>No serious adverse events (AEs) occurred. There was no significant difference in the incidence of adverse reactions between the two preparations. The pharmacokinetic parameters, including maximum concentration (C<sub>max</sub>), the area under the concentration-time curve from time 0 to the time of the last quantifiable concentration (AUC<sub>0-t</sub>), and the area under the concentration-time curve from time 0 to infinity (AUC<sub>0-∞</sub>), were assessed to compare the pharmacokinetic of two regadenoson preparations. The test/reference geometric mean ratios of C<sub>max</sub>, AUC<sub>0-t</sub>, and AUC<sub>0-∞</sub> were 102.84, 99.16, and 99.77%, respectively. The 90% confidence intervals (CIs) of AUC<sub>0-t</sub> and AUC<sub>0-∞</sub> fell within 0.8 - 1.25, but the 90% CIs of C<sub>max</sub> did not. Blood pressure (BP) and heart rate (HR) were measured to compare the pharmacodynamics of the two preparations. The test and reference drugs had similar HR responses (63.22 ± 38.45% vs. 37.50 ± 16.96%), systolic BP response (4.81 ± 13.73% vs. -3.83 ± 12.29%), and diastolic BP response (-7.75 ± 12.84% vs. -16.13 ± 9.85%), p > 0.05. After adjusting the weight of males and females, there were significant differences in C<sub>max</sub>, AUC<sub>0-t</sub>, AUC<sub>0-∞</sub>, T<sub>1/2</sub>, V<sub>ss</sub>, λ<sub>z</sub>, Ae%, p < 0.05.</p><p><strong>Conclusion: </strong>The test drug demonstrated similar pharmacokinetic and pharmacodynamic characteristics as the reference drug. Additionally, it was well-tolerated and safe in healthy Chinese participants. Sex may influence regadenoson pharmacokinetics.</p>","PeriodicalId":13963,"journal":{"name":"International journal of clinical pharmacology and therapeutics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145804355","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: The aim of this study was to analyze the cardiotoxicity associated with antifungal agents based on data from the U.S. Food and Drug Administration Adverse Event Reporting System (FAERS).
Materials and methods: We extracted and evaluated cardiac adverse events (CAEs) linked to antifungals in the FAERS database (2004 - 2023). Signal strength for five antifungal classes was assessed using the reporting odds ratio (ROR) and information component (IC).
Results: Among 50,603 cases, triazoles, polyenes, and imidazoles showed significant associations with Torsade de Pointes (TdP)/QT prolongation (QTP), with fluconazole exhibiting the strongest link (ROR: 11.96, 95% CI: 10.62 - 13.46; IC: 2.19, 95% CI: 1.92 - 2.44). Triazoles were notably connected to arrhythmias, particularly itraconazole (ROR: 3.31, 95% CI: 2.88 - 3.79; IC: 1.67, 95% CI: 1.20 - 2.11). Fluconazole also demonstrated strong associations with conduction defects (ROR 6.44, 95% CI 5.60 - 7.39; IC 2.65, 95% CI 2.16 - 3.08) and ventricular tachyarrhythmias (ROR 9.09, 95% CI 7.84 - 10.54; IC 3.15, 95% CI 2.60 - 3.58). Notably, only itraconazole showed significant signals for cardiac failure (ROR 4.04, 95% CI 3.52 - 4.64; IC 1.96, 95% CI 1.48 - 2.40) and cardiomyopathy (ROR 6.34, 95% CI 5.04 - 7.96; IC 2.64, 95% CI 1.79 - 3.30). In contrast, echinocandins did not exhibit significant CAE signals.
Conclusion: These findings highlight that azoles and polyenes show substantial associations with CAEs, particularly for TdP/QTP and arrhythmias. Itraconazole showed a significant association with cardiac failure and cardiomyopathy, while the signal for isavuconazole was weaker than for other triazoles. No significant cardiotoxicity signals were detected for echinocandins.
目的:本研究的目的是根据美国食品和药物管理局不良事件报告系统(FAERS)的数据分析与抗真菌药物相关的心脏毒性。材料和方法:我们提取并评估了FAERS数据库(2004 - 2023)中与抗真菌药物相关的心脏不良事件(CAEs)。使用报告优势比(ROR)和信息成分(IC)评估五种抗真菌类的信号强度。结果:50603例患者中,三唑类、多烯类和咪唑类与TdP /QT延长(QTP)有显著相关性,其中氟康唑相关性最强(ROR: 11.96, 95% CI: 10.62 ~ 13.46; IC: 2.19, 95% CI: 1.92 ~ 2.44)。三唑类药物与心律失常密切相关,尤其是伊曲康唑(ROR: 3.31, 95% CI: 2.88 - 3.79; IC: 1.67, 95% CI: 1.20 - 2.11)。氟康唑还显示与传导缺陷(ROR 6.44, 95% CI 5.60 - 7.39; IC 2.65, 95% CI 2.16 - 3.08)和室性心动过速(ROR 9.09, 95% CI 7.84 - 10.54; IC 3.15, 95% CI 2.60 - 3.58)有很强的相关性。值得注意的是,只有伊曲康唑显示心力衰竭(ROR 4.04, 95% CI 3.52 - 4.64; IC 1.96, 95% CI 1.48 - 2.40)和心肌病(ROR 6.34, 95% CI 5.04 - 7.96; IC 2.64, 95% CI 1.79 - 3.30)的显著信号。相比之下,棘白菌素没有表现出明显的CAE信号。结论:这些发现强调了唑类和多烯类药物与cae,特别是TdP/QTP和心律失常有实质性的关联。伊曲康唑与心衰和心肌病有显著相关性,而异戊康唑的信号弱于其他三唑类药物。棘白菌素未检测到明显的心脏毒性信号。
{"title":"Cardiotoxicity associated with antifungal agents: A pharmacovigilance analysis of the FDA Adverse Event Reporting System.","authors":"Dongnan Cao, Chunyan Wei, Yanling Yuan, Bin Wu","doi":"10.5414/CP204897","DOIUrl":"10.5414/CP204897","url":null,"abstract":"<p><strong>Objective: </strong>The aim of this study was to analyze the cardiotoxicity associated with antifungal agents based on data from the U.S. Food and Drug Administration Adverse Event Reporting System (FAERS).</p><p><strong>Materials and methods: </strong>We extracted and evaluated cardiac adverse events (CAEs) linked to antifungals in the FAERS database (2004 - 2023). Signal strength for five antifungal classes was assessed using the reporting odds ratio (ROR) and information component (IC).</p><p><strong>Results: </strong>Among 50,603 cases, triazoles, polyenes, and imidazoles showed significant associations with Torsade de Pointes (TdP)/QT prolongation (QTP), with fluconazole exhibiting the strongest link (ROR: 11.96, 95% CI: 10.62 - 13.46; IC: 2.19, 95% CI: 1.92 - 2.44). Triazoles were notably connected to arrhythmias, particularly itraconazole (ROR: 3.31, 95% CI: 2.88 - 3.79; IC: 1.67, 95% CI: 1.20 - 2.11). Fluconazole also demonstrated strong associations with conduction defects (ROR 6.44, 95% CI 5.60 - 7.39; IC 2.65, 95% CI 2.16 - 3.08) and ventricular tachyarrhythmias (ROR 9.09, 95% CI 7.84 - 10.54; IC 3.15, 95% CI 2.60 - 3.58). Notably, only itraconazole showed significant signals for cardiac failure (ROR 4.04, 95% CI 3.52 - 4.64; IC 1.96, 95% CI 1.48 - 2.40) and cardiomyopathy (ROR 6.34, 95% CI 5.04 - 7.96; IC 2.64, 95% CI 1.79 - 3.30). In contrast, echinocandins did not exhibit significant CAE signals.</p><p><strong>Conclusion: </strong>These findings highlight that azoles and polyenes show substantial associations with CAEs, particularly for TdP/QTP and arrhythmias. Itraconazole showed a significant association with cardiac failure and cardiomyopathy, while the signal for isavuconazole was weaker than for other triazoles. No significant cardiotoxicity signals were detected for echinocandins.</p>","PeriodicalId":13963,"journal":{"name":"International journal of clinical pharmacology and therapeutics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2025-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145722533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hajira Nazeer, Humaira Majeed Khan, Muhammad Abdul Hannan, Sadaf Zulfiqar, Bazgha Gul, Majid Alhomrani, Abdulhakeem S Alamri, Walaa F Alsanie, Muhammad Usman
Background: The misuse of antibiotics leads to antimicrobial resistance, particularly concerning infections related to orthopedic implants. The aim of this study was to determine the sensitivity pattern of bacterial isolates in patients with orthopedic implants having infections.
Materials and methods: A retrospective cross-sectional study was conducted at Ghurki Trust Teaching Hospital, Lahore. Culture sensitivity reports from 548 patients were collected between January 2020 and March 2023. Patient demographics, including age, sex, culture specimens (blood, wound, etc.), and antibiotic sensitivity were recorded.
Results: Seven types of implants were analyzed, with Ilizarov (25.5%) being the most infected external implant and nails (24.7%) the most infected internal implant. The study included 10 clinically significant bacteria, with Staphylococcus aureus (n = 195, 35.5%) being the most common Gram-positive pathogen, and Escherichia coli (n = 99, 18.0%) being the most prevalent Gram-negative pathogen. A total of 40 antibiotics were tested; amoxicillin was the least effective, whereas linezolid, vancomycin, and fosfomycin showed the highest efficacy against all implant-related infections included in this study.
Conclusion: The critical challenges of antimicrobial resistance in orthopedic implant-related infections have been highlighted. Urgent institutional and policy level interventions are required for implementation of stringent infection control protocols and robust antibiotic stewardship programs to prevent a post-antibiotic crisis.
{"title":"Determination of antimicrobial resistance pattern among post-operative orthopedic implant patients in a tertiary care hospital: A retrospective study.","authors":"Hajira Nazeer, Humaira Majeed Khan, Muhammad Abdul Hannan, Sadaf Zulfiqar, Bazgha Gul, Majid Alhomrani, Abdulhakeem S Alamri, Walaa F Alsanie, Muhammad Usman","doi":"10.5414/CP204886","DOIUrl":"10.5414/CP204886","url":null,"abstract":"<p><strong>Background: </strong>The misuse of antibiotics leads to antimicrobial resistance, particularly concerning infections related to orthopedic implants. The aim of this study was to determine the sensitivity pattern of bacterial isolates in patients with orthopedic implants having infections.</p><p><strong>Materials and methods: </strong>A retrospective cross-sectional study was conducted at Ghurki Trust Teaching Hospital, Lahore. Culture sensitivity reports from 548 patients were collected between January 2020 and March 2023. Patient demographics, including age, sex, culture specimens (blood, wound, etc.), and antibiotic sensitivity were recorded.</p><p><strong>Results: </strong>Seven types of implants were analyzed, with Ilizarov (25.5%) being the most infected external implant and nails (24.7%) the most infected internal implant. The study included 10 clinically significant bacteria, with <i>Staphylococcus aureus</i> (n = 195, 35.5%) being the most common Gram-positive pathogen, and <i>Escherichia coli</i> (n = 99, 18.0%) being the most prevalent Gram-negative pathogen. A total of 40 antibiotics were tested; amoxicillin was the least effective, whereas linezolid, vancomycin, and fosfomycin showed the highest efficacy against all implant-related infections included in this study.</p><p><strong>Conclusion: </strong>The critical challenges of antimicrobial resistance in orthopedic implant-related infections have been highlighted. Urgent institutional and policy level interventions are required for implementation of stringent infection control protocols and robust antibiotic stewardship programs to prevent a post-antibiotic crisis.</p>","PeriodicalId":13963,"journal":{"name":"International journal of clinical pharmacology and therapeutics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2025-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145722565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: In this study, we aimed to develop a method for predicting the response of patients to three commonly used anti-epileptic drugs (AEDs), namely, carbamazepine, phenytoin, and valproate, using machine learning models, based on the patients' peripheral blood RNA profiles.
Materials and methods: A data set from the Gene Expression Omnibus Series database (GSE143272) was utilized that included the peripheral blood RNA information and some clinical features (age, weight, sex, epilepsy type, drug response) of 57 epilepsy patients. 22 classification models were constructed and trained, in which the peripheral blood RNA information, age, weight, sex, and epilepsy type served as predictors, and the patient' response to anti-epileptic drug as the outcome. The predicting capacity was evaluated by utilizing the sensitivity, the specificity, and the receiver operating characteristic curve of the models.
Results: Among the 22 trained models, the model of a quadratic support vector machine with a pretreatment of principal component analysis displayed the highest accuracy at 0.75, and the highest value of area under ROC curve at 0.81.
Conclusion: The model of a quadratic support vector machine with a pretreatment of principal component analysis is a potential tool for predicting the response of patients with epilepsy to drug treatment.
{"title":"Prediction of anti-epileptic drug response of patients based on peripheral blood RNA profiles and machine learning.","authors":"Zhi-Dong Liu, Zhao-Yang Kou, Lin Guo","doi":"10.5414/CP204862","DOIUrl":"10.5414/CP204862","url":null,"abstract":"<p><strong>Objective: </strong>In this study, we aimed to develop a method for predicting the response of patients to three commonly used anti-epileptic drugs (AEDs), namely, carbamazepine, phenytoin, and valproate, using machine learning models, based on the patients' peripheral blood RNA profiles.</p><p><strong>Materials and methods: </strong>A data set from the Gene Expression Omnibus Series database (GSE143272) was utilized that included the peripheral blood RNA information and some clinical features (age, weight, sex, epilepsy type, drug response) of 57 epilepsy patients. 22 classification models were constructed and trained, in which the peripheral blood RNA information, age, weight, sex, and epilepsy type served as predictors, and the patient' response to anti-epileptic drug as the outcome. The predicting capacity was evaluated by utilizing the sensitivity, the specificity, and the receiver operating characteristic curve of the models.</p><p><strong>Results: </strong>Among the 22 trained models, the model of a quadratic support vector machine with a pretreatment of principal component analysis displayed the highest accuracy at 0.75, and the highest value of area under ROC curve at 0.81.</p><p><strong>Conclusion: </strong>The model of a quadratic support vector machine with a pretreatment of principal component analysis is a potential tool for predicting the response of patients with epilepsy to drug treatment.</p>","PeriodicalId":13963,"journal":{"name":"International journal of clinical pharmacology and therapeutics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2025-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145722501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: To characterize tofacitinib pharmacokinetics (PK) in patients with active ankylosing spondylitis (AS) and estimate the effects of covariates on variability of PK parameters.
Materials and methods: Pooled data from two studies in patients with AS who received tofacitinib were analyzed using nonlinear mixed-effects modeling. Tofacitinib PK was described by a one-compartment model parameterized in terms of apparent oral clearance (CL/F), apparent volume of distribution (V/F), and a first-order absorption rate constant (ka). Covariates evaluated: baseline age, sex, race, creatinine clearance (BCCL), and C-reactive protein for CL/F; baseline age/body weight for V/F.
Results: Analysis included 279 patients. The point estimates for CL/F, V/F, and ka were 27.1 L/hour, 126 L, and 3.07 hour-1, respectively, in a reference patient. Excluding BCCL, point estimates of area under the concentration-time curve (AUC) over a dosing interval at steady-state and maximum steady-state tofacitinib concentration (Cmax) change vs. the reference patient ranged from 98 - 112% and 89 - 115%, respectively. Estimated AUC was 24% higher in a patient with BCCL = 50 mL/min vs. the reference patient (BCCL = 126 mL/min). Point estimates and 90% confidence intervals of the AUC and Cmax ratios indicated no major differences in tofacitinib exposure over the range of baseline age/body weight studied, and sex/race.
Conclusion: Tofacitinib does not require dose adjustment/restriction for age, body weight, sex, or race based on the differences (< 20%) in exposure relative to a reference patient with AS. The tofacitinib CL/F and BCCL relationship was consistent with known contribution of renal excretion to total tofacitinib clearance.
{"title":"Population pharmacokinetics of tofacitinib in patients with active ankylosing spondylitis.","authors":"Shinichi Tsuchiwata, Akiyuki Suzuki, Qiang Wang, Keith Kanik, Lara Fallon, Sujatha Menon","doi":"10.5414/CP204781","DOIUrl":"10.5414/CP204781","url":null,"abstract":"<p><strong>Objective: </strong>To characterize tofacitinib pharmacokinetics (PK) in patients with active ankylosing spondylitis (AS) and estimate the effects of covariates on variability of PK parameters.</p><p><strong>Materials and methods: </strong>Pooled data from two studies in patients with AS who received tofacitinib were analyzed using nonlinear mixed-effects modeling. Tofacitinib PK was described by a one-compartment model parameterized in terms of apparent oral clearance (CL/F), apparent volume of distribution (V/F), and a first-order absorption rate constant (k<sub>a</sub>). Covariates evaluated: baseline age, sex, race, creatinine clearance (BCCL), and C-reactive protein for CL/F; baseline age/body weight for V/F.</p><p><strong>Results: </strong>Analysis included 279 patients. The point estimates for CL/F, V/F, and k<sub>a</sub> were 27.1 L/hour, 126 L, and 3.07 hour<sup>-1</sup>, respectively, in a reference patient. Excluding BCCL, point estimates of area under the concentration-time curve (AUC) over a dosing interval at steady-state and maximum steady-state tofacitinib concentration (C<sub>max</sub>) change vs. the reference patient ranged from 98 - 112% and 89 - 115%, respectively. Estimated AUC was 24% higher in a patient with BCCL = 50 mL/min vs. the reference patient (BCCL = 126 mL/min). Point estimates and 90% confidence intervals of the AUC and C<sub>max</sub> ratios indicated no major differences in tofacitinib exposure over the range of baseline age/body weight studied, and sex/race.</p><p><strong>Conclusion: </strong>Tofacitinib does not require dose adjustment/restriction for age, body weight, sex, or race based on the differences (< 20%) in exposure relative to a reference patient with AS. The tofacitinib CL/F and BCCL relationship was consistent with known contribution of renal excretion to total tofacitinib clearance.</p>","PeriodicalId":13963,"journal":{"name":"International journal of clinical pharmacology and therapeutics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2025-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145700909","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: This study aimed to characterize adverse drug reactions (ADRs) associated with programmed death-1/programmed death-ligand 1 (PD-1/PD-L1) inhibitors in cancer immunotherapy, identifying demographic, pharmacological, and clinical determinants of toxicity severity using real-world pharmacovigilance data.
Materials and methods: We analyzed 93,925 ADR reports from the FDA Adverse Event Reporting System (FAERS, 2023-2024). Data preprocessing included deduplication, terminology standardization, and severity classification. Multivariate logistic regression and machine learning models were employed to assess predictors of serious ADRs, integrating demographic variables (age, sex), drug agents, and organ-specific toxicities.
Results: Pembrolizumab (38.4%), atezolizumab (26.5%), and nivolumab (25.0%) accounted for 89.9% of ADR cases. Frequent ADRs included death (7.9%), off-label use (7.5%), and malignant progression (6.9%). Immune-related toxicities (diarrhea, hypothyroidism, pneumonitis) comprised 6.1 - 2.4% of cases. Severe ADRs (grade 3 - 4) predominantly affected hepatic (68%), cardiac (65%), and neurological systems (62%). Octogenarians exhibited a 42% increased risk of serious ADRs (p < 0.001), with males representing 51.1% of severe cases (p < 0.001).
Conclusion: Age, sex, and drug-specific profiles critically influence PD-1/PD-L1 inhibitor toxicity. The findings support personalized risk stratification and time-dependent monitoring protocols to mitigate immune-related adverse events, particularly in elderly and male patients. These insights enhance evidence-based management strategies for optimizing immunotherapy safety.
{"title":"Adverse reactions of PD-1/PD-L1 inhibitors in cancer: FEARS database analysis and protocols to mitigate immune-related events in elderly patients and when using pembrolizumab and atezolizumab.","authors":"Saizhu He, Jingyi Chen, Liming Gu, Weiqiang Zeng, Ting Li, Wenchang Zhao","doi":"10.5414/CP204867","DOIUrl":"10.5414/CP204867","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to characterize adverse drug reactions (ADRs) associated with programmed death-1/programmed death-ligand 1 (PD-1/PD-L1) inhibitors in cancer immunotherapy, identifying demographic, pharmacological, and clinical determinants of toxicity severity using real-world pharmacovigilance data.</p><p><strong>Materials and methods: </strong>We analyzed 93,925 ADR reports from the FDA Adverse Event Reporting System (FAERS, 2023-2024). Data preprocessing included deduplication, terminology standardization, and severity classification. Multivariate logistic regression and machine learning models were employed to assess predictors of serious ADRs, integrating demographic variables (age, sex), drug agents, and organ-specific toxicities.</p><p><strong>Results: </strong>Pembrolizumab (38.4%), atezolizumab (26.5%), and nivolumab (25.0%) accounted for 89.9% of ADR cases. Frequent ADRs included death (7.9%), off-label use (7.5%), and malignant progression (6.9%). Immune-related toxicities (diarrhea, hypothyroidism, pneumonitis) comprised 6.1 - 2.4% of cases. Severe ADRs (grade 3 - 4) predominantly affected hepatic (68%), cardiac (65%), and neurological systems (62%). Octogenarians exhibited a 42% increased risk of serious ADRs (p < 0.001), with males representing 51.1% of severe cases (p < 0.001).</p><p><strong>Conclusion: </strong>Age, sex, and drug-specific profiles critically influence PD-1/PD-L1 inhibitor toxicity. The findings support personalized risk stratification and time-dependent monitoring protocols to mitigate immune-related adverse events, particularly in elderly and male patients. These insights enhance evidence-based management strategies for optimizing immunotherapy safety.</p>","PeriodicalId":13963,"journal":{"name":"International journal of clinical pharmacology and therapeutics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145677440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Septic shock is a critical condition requiring vasopressor support and mechanical ventilation. The sequence of vasopressor weaning may affect clinical outcomes, such as mechanical ventilation duration and patient survival.
Objectives: This study assesses how vasopressor weaning order affects hemodynamic stability, clinical outcomes, and the length of mechanical ventilation in critically ill septic shock patients.
Materials and methods: A retrospective cohort study was conducted at Prince Sultan Military Medical City, Riyadh, Saudi Arabia, from January 2022 to December 2023. Critically ill adult patients receiving intravenous norepinephrine and vasopressin for septic shock and requiring mechanical ventilation were included. Patients were classified into two groups: vasopressin weaned first or norepinephrine weaned first. The duration of mechanical ventilation was the main outcome. These were secondary outcomes: mean arterial pressure (MAP) stability, 30-day and in-hospital mortality, length of stay (LOS) in the intensive care unit and hospital, and rates of reintubation.
Results: Among 100 patients (mean age: 65.1 ± 19.7 years; 58% male), vasopressin was weaned first in 47 patients (47%) and norepinephrine first in 53 (53%). Patients extubated while on vasopressors (vasopressin weaned first) had a shorter median duration of mechanical ventilation (4 days) and lower odds of mortality (adjusted OR = 0.30, 95% CI: 0.09 - 0.98; p = 0.046) compared to those weaned off norepinephrine first. No significant differences were observed in reintubation rates or LOS.
Conclusion: Weaning vasopressin before norepinephrine may be associated with improved survival and reduced mechanical ventilation duration in septic shock patients, although further research is needed to validate these findings and optimize vasopressor weaning strategies.
{"title":"Comparison of vasopressin-first weaning versus norepinephrine-first weaning in critically ill patients.","authors":"Maram Alshreef, Hanin AbaAlkhayl, Qoot Almdainy, Abdulaziz Alshammari, Shahad Alajmi, Shatha Alruwaite, Ebtisam Alqahtani, Reema Almalke, Tagreed Alonazi","doi":"10.5414/CP204891","DOIUrl":"10.5414/CP204891","url":null,"abstract":"<p><strong>Background: </strong>Septic shock is a critical condition requiring vasopressor support and mechanical ventilation. The sequence of vasopressor weaning may affect clinical outcomes, such as mechanical ventilation duration and patient survival.</p><p><strong>Objectives: </strong>This study assesses how vasopressor weaning order affects hemodynamic stability, clinical outcomes, and the length of mechanical ventilation in critically ill septic shock patients.</p><p><strong>Materials and methods: </strong>A retrospective cohort study was conducted at Prince Sultan Military Medical City, Riyadh, Saudi Arabia, from January 2022 to December 2023. Critically ill adult patients receiving intravenous norepinephrine and vasopressin for septic shock and requiring mechanical ventilation were included. Patients were classified into two groups: vasopressin weaned first or norepinephrine weaned first. The duration of mechanical ventilation was the main outcome. These were secondary outcomes: mean arterial pressure (MAP) stability, 30-day and in-hospital mortality, length of stay (LOS) in the intensive care unit and hospital, and rates of reintubation.</p><p><strong>Results: </strong>Among 100 patients (mean age: 65.1 ± 19.7 years; 58% male), vasopressin was weaned first in 47 patients (47%) and norepinephrine first in 53 (53%). Patients extubated while on vasopressors (vasopressin weaned first) had a shorter median duration of mechanical ventilation (4 days) and lower odds of mortality (adjusted OR = 0.30, 95% CI: 0.09 - 0.98; p = 0.046) compared to those weaned off norepinephrine first. No significant differences were observed in reintubation rates or LOS.</p><p><strong>Conclusion: </strong>Weaning vasopressin before norepinephrine may be associated with improved survival and reduced mechanical ventilation duration in septic shock patients, although further research is needed to validate these findings and optimize vasopressor weaning strategies.</p>","PeriodicalId":13963,"journal":{"name":"International journal of clinical pharmacology and therapeutics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145677392","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jianfeng Zhang, Hongyi Shao, Dong Zhu, Guowei Zhang, Yinyun He
Objective: We aimed to evaluate the effect of extracorporeal anticoagulation with nafamostat mesilate (NM) and continuous renal replacement therapy (CRRT) on sepsis complicated with acute kidney injury (AKI).
Materials and methods: The clinical data of 106 sepsis patients complicated with AKI admitted from January 2023 to December 2024 were retrospectively analyzed. According to different treatment protocols, the patients were assigned into a control group (n = 53, regional citrate anticoagulation (RCA) plus CRRT) and a study group (n = 53, NM extracorporeal anticoagulation plus CRRT). The use of extracorporeal circulation circuit was compared.
Results: After 3 days of treatment, the levels of procalcitonin, interleukin-6, and tumor necrosis factor-α decreased in the two groups compared to those before treatment (p < 0.05), and they were lower in the study group than in the control group (p < 0.05). After 3 days of treatment, both groups had lowered levels of serum creatinine (Scr), cystatin C (Cys-C), and blood urea nitrogen (BUN), together with increased mean transit time (MTT), peak intensity (PI), and area under the curve (AUC) compared with those before treatment. In the study group, the levels of Scr, Cys-C, and BUN declined, while MTT, PI, and AUC rose compared with those in the control group (p < 0.05). The incidence of adverse reactions in the study group was lower than that in the control group (3.77 vs. 16.98%) (p < 0.05).
Conclusion: NM outperforms RCA in prolonging the hemofilter lifespan, reducing hemofilter replacement frequency, improving renal perfusion and renal function, and eliminating inflammatory mediators.
{"title":"Effect of extracorporeal anticoagulation with nafamostat mesilate and continuous renal replacement therapy on sepsis complicated with acute kidney injury.","authors":"Jianfeng Zhang, Hongyi Shao, Dong Zhu, Guowei Zhang, Yinyun He","doi":"10.5414/CP204852","DOIUrl":"10.5414/CP204852","url":null,"abstract":"<p><strong>Objective: </strong>We aimed to evaluate the effect of extracorporeal anticoagulation with nafamostat mesilate (NM) and continuous renal replacement therapy (CRRT) on sepsis complicated with acute kidney injury (AKI).</p><p><strong>Materials and methods: </strong>The clinical data of 106 sepsis patients complicated with AKI admitted from January 2023 to December 2024 were retrospectively analyzed. According to different treatment protocols, the patients were assigned into a control group (n = 53, regional citrate anticoagulation (RCA) plus CRRT) and a study group (n = 53, NM extracorporeal anticoagulation plus CRRT). The use of extracorporeal circulation circuit was compared.</p><p><strong>Results: </strong>After 3 days of treatment, the levels of procalcitonin, interleukin-6, and tumor necrosis factor-α decreased in the two groups compared to those before treatment (p < 0.05), and they were lower in the study group than in the control group (p < 0.05). After 3 days of treatment, both groups had lowered levels of serum creatinine (Scr), cystatin C (Cys-C), and blood urea nitrogen (BUN), together with increased mean transit time (MTT), peak intensity (PI), and area under the curve (AUC) compared with those before treatment. In the study group, the levels of Scr, Cys-C, and BUN declined, while MTT, PI, and AUC rose compared with those in the control group (p < 0.05). The incidence of adverse reactions in the study group was lower than that in the control group (3.77 vs. 16.98%) (p < 0.05).</p><p><strong>Conclusion: </strong>NM outperforms RCA in prolonging the hemofilter lifespan, reducing hemofilter replacement frequency, improving renal perfusion and renal function, and eliminating inflammatory mediators.</p>","PeriodicalId":13963,"journal":{"name":"International journal of clinical pharmacology and therapeutics","volume":" ","pages":""},"PeriodicalIF":0.7,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145677447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}