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Development and validation of a scoring system for predicting cancer patients at risk of extended-spectrum b-lactamase-producing Enterobacteriaceae infections

机译:扩展谱B-内酰胺酶肠杆菌感染的癌症患者预测癌症患者评分系统的开发与验证

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BACKGROUND:Extended-spectrum beta-lactamase producing Enterobacteriaceae (ESBL-PE) infections are frequent and highly impact cancer patients. We developed and validated a scoring system to identify cancer patients harboring ESBL-PE at the National Institute of Cancer of Colombia.METHODS:We retrospectively analyzed medical records of 1695 cancer patients. Derivation phase included 710 patients admitted between 2013 to 2015, ESBL-PE positive culture (n?=?265) paired by month and hospitalization ward with Non-ESBL-PE (n?=?445). A crude and weighted score was developed by conditional logistic regression. The model was evaluated in a Validation cohort (n?=?985) with the same eligibility criteria between 2016 to 2017.RESULTS:The score was based on eight variables (reported with Odds Ratio and 95% confidence interval): Hospitalization ≥7?days (5.39 [2.46-11.80]), Hospitalization during the previous year (4, 87 [2.99-7.93]), immunosuppressive therapy during the previous 3?months (2.97 [1.44-6.08]), Neutropenia (1.90 [1.12-3.24]), Exposure to Betalactams during previous month (1.61 [1.06-2.42]), Invasive devices (1.51 [1.012-2.25]), Neoplasia in remission (2.78 [1.25-1.17]), No chemotherapy during the previous 3?months (1.90 [1.22-2.97]). The model demonstrated an acceptable discriminatory capacity in the Derivation phase, but poor in the Validation phase (Recipient Operating Characteristic Curve: 0.68 and 0.55 respectively).CONCLUSIONS:Cancer patients have a high prevalence of risk factors for ESBL-PE infection. The scoring system did not adequately discriminate patients with ESBL-PE. In a high-risk population, other strategies should be sought to identify patients at risk of resistant ESBL-PE infection.
机译:背景:延长光谱β-内酰胺酶产生肠杆菌菌(ESBL-PE)感染频繁且高度影响癌症患者。我们开发并验证了一个评分系统,以鉴定哥伦比亚国家癌症研究所患有ESBL-PE的癌症患者。方法:我们回顾性分析了1695例癌症患者的病历。衍生阶段包括2013年至2015年间录取的710名患者,ESBL-PE阳性培养物(N?= 265)与非ESBL-PE(n?= 445)配对。通过条件逻辑回归开发了一个原油和加权分数。该模型在验证队列(n?= 985)中评估,2016到2017之间的资格标准相同。结果:分数基于八个变量(报告的赔率比和95%的置信区间):住院≥7?天(5.39 [2.46-11.80]),前一年住院(4,87 [2.99-7.93]),在前3个月内免疫抑制治疗(2.97 [1.44-6.08]),中病症(1.90 [1.12-3.24 ]),在前一个月内暴露于βActams(1.61 [1.06-2.42]),侵入式装置(1.51 [1.51 [1.012-2.25]),缓解肿瘤(2.78 [1.25-1.7]),在前3个月内没有化疗( 1.90 [1.22-2.97])。该模型在衍生阶段中展示了可接受的歧视性能,但验证阶段(分别是接受者操作特征曲线:0.68和0.55分别)。结论:癌症患者对ESBL-PE感染的风险因素具有很高的患病率。评分系统没有充分区分ESBL-PE的患者。在高风险的人口中,应寻求其他策略识别有抗性ESBL-PE感染的风险的患者。

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