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Development and validation of a risk prediction model for linezolid-induced thrombocytopenia in elderly patients  期刊论文  

  • 编号:
    54F682FC6BDBA40A2385396F400F5739
  • 作者:
    Qin, Yan[1];Chen, Zhe[1];Gao, Shuai[2];Shen, Yun[1];Ye, Yanrong(叶岩荣)*[1]
  • 语种:
    英文
  • 期刊:
    EUROPEAN JOURNAL OF HOSPITAL PHARMACY ISSN:2047-9956 2024 年 31 卷 2 期 (94 - 100) ; MAR
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  • 关键词:
  • 摘要:

    Objectives Linezolid is the first oxazolidinone antimicrobial agent developed for treating multi-drug-resistant gram-positive bacterial infections. The study aimed to investigate the risk factors of linezolid (LI)-induced thrombocytopenia (LI-TP) and to develop and validate a risk prediction model to identify elderly patients at high risk of developing LI-TP during linezolid therapy. Methods A retrospective cohort study was performed at Zhongshan Hospital, FuDan University, China. The study involved elderly Chinese patients aged >= 65 years administered with linezolid (600 mg) twice a day between January 2015 and April 2021. We collected the patients'' clinical characteristics and demographic data from electronic medical records, and compared the differences between LI-TP patients and those who had not developed thrombocytopenia (NO-TP) after linezolid treatment. The risk prediction model was developed based on the regression coefficient generated from logistic regression model. Results A total of 343 inpatients were enrolled from January 2015 to August 2020 and were used as the training set. Among them, 67 (19.5%) developed LI-TP. Multivariate logistic regression analysis revealed that baseline platelet counts <150x10(9)center dot L-1 (odds ratio (OR)=3.576; p<0.001), age >= 75 years (OR=2.258; p=0.009), estimated glomerular filtration rate (eGFR <60 mL center dot(min center dot 1.73 m2)(-1) (OR=2.553; p=0.002), duration of linezolid therapy >= 10 d (OR=3.218; p<0.001), intensive care unit (ICU) admittance (OR=2.682; p=0.004), concomitant piperacillin-tazobactam (OR=3.863; p=0.006) were independent risk factors for LI-TP in elderly patients. The LI-TP risk prediction model was established using a scoring method based on the regression coefficient and exhibited a good discriminative power, with an area under the curve (AUC) of 0.795 (95% confidence interval (CI) 0.740 to 0.851) and 0.849 (95% CI 0.760 to 0.939) in the training set (n=343) and validation set (n=90) respectively. Conclusions These findings indicate that duration of linezolid therapy, age, eGFR, ICU admittance, baseline platelet counts, concomitant piperacillin-tazobactam were significantly associated with LI-TP in elderly patients. A risk prediction model based on these risk factors showed a good discriminative performance and may be useful for clinicians to identify patients at high risk of developing LI-TP.

  • 推荐引用方式
    GB/T 7714:
    Qin Yan,Chen Zhe,Gao Shuai, et al. Development and validation of a risk prediction model for linezolid-induced thrombocytopenia in elderly patients [J].EUROPEAN JOURNAL OF HOSPITAL PHARMACY,2024,31(2):94-100.
  • APA:
    Qin Yan,Chen Zhe,Gao Shuai,Shen Yun,&Ye Yanrong.(2024).Development and validation of a risk prediction model for linezolid-induced thrombocytopenia in elderly patients .EUROPEAN JOURNAL OF HOSPITAL PHARMACY,31(2):94-100.
  • MLA:
    Qin Yan, et al. "Development and validation of a risk prediction model for linezolid-induced thrombocytopenia in elderly patients" .EUROPEAN JOURNAL OF HOSPITAL PHARMACY 31,2(2024):94-100.
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