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预测替加环素相关凝血病的列线图的开发和验证:一项回顾性队列研究
Authors Li Z , Zeng Q, Xu S, Li Y, Tang T , Shi J, Song X , He W , Chen L , Liu G , Gao B , Zheng J, Huang L , Chen M, Jiang S
Received 23 September 2022
Accepted for publication 16 January 2023
Published 24 January 2023 Volume 2023:16 Pages 423—434
DOI https://doi.org/10.2147/IDR.S388438
Checked for plagiarism Yes
Review by Single anonymous peer review
Peer reviewer comments 2
Editor who approved publication: Professor Suresh Antony
Background: Although tigecycline is an effective drug against drug-resistant bacteria, it demonstrated a higher all-cause mortality than comparator antibiotics and a high incidence of coagulation disorders which can be accompanied by severe bleeding. At present, a predictive model for tigecycline-related coagulopathy is not readily available, and the prognostic value of coagulopathy in tigecycline-administered patients has not been elucidated. In this paper, we investigate the association between tigecycline-related coagulopathy and in-hospital mortality to develop a nomogram for the prediction of tigecycline-related coagulopathy.
Methods: This retrospective cohort study includes 311 adults prescribed with tigecycline from 2018 to 2020. The primary cohort and validation cohort were constructed by dividing the participants in a ratio of 7:3. The endpoint is tigecycline-related coagulopathy, defined as a condition with no abnormality in coagulation prior to tigecycline application but developed the following symptoms upon prescription: activated partial thromboplastin time (APTT) extended by > 10 s than the upper limit of normal (ULN), prothrombin time (PT) prolonged for > 3 s than the ULN or reduced serum level of fibrinogen to < 2.0 g/L. A predictive nomogram based on logistic regression was subsequently constructed.
Results: Tigecycline intake for over 7 days, combined other antibiotics, initial PT, initial fibrinogen and estimated glomerular filtration rate (eGFR), are independent prognostic factors of tigecycline-related coagulopathy. The primary and validation cohort each has an area under the receiver operating characteristic curve (AUC) of 0.792 (0.732– 0.851) and 0.730 (0.629– 0.832) for nomogram, respectively. Furthermore, the fitted calibration curve illustrated adequate fit of the model, while the decision curve analysis demonstrated good clinical value. Survival curves showed a high mortality rate among patients with tigecycline-related coagulopathy.
Conclusion: This nomogram exhibited helpful clinical value in predicting tigecycline-related coagulopathy that could reduce the high mortality rate of patients prescribed with tigecycline.
Keywords: tigecycline, drug-resistant bacteria, coagulopathy, nomogram