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Predictors of peritoneal dialysis associated peritonitis; application of the zero-inflated negative binomial model

机译:腹膜透析相关性腹膜炎的预测因子;零膨胀负二项式模型的应用

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Background : Peritonitis is the main cause of morbidity and dropout from peritoneal dialysis (PD) program. Objectives : We aimed to determine risk factors predisposing to PD-associated peritonitis. Patients and Methods : As a retrospective cohort research, on 235 PD individuals with 4277 patientmonths of follow up, 170 episodes of peritonitis was reported in 93 patients. Data were extracted from medical records using a template. Standard as well as zero-inflated negative binominal regression was used to model the association between patients’ characteristics and the peritonitis rate. Cox-proportional hazard (PH) adjusted model was used to determine the effect of factors on the peritonitis-free survival. Results : With a mean (SD) body mass index (BMI) of 18.7(3.4) kg/m2, 109 (46.4%) of them were male. With a median (95% CI) follow-up time of 19 (16 to 36) months, the rate of peritonitis was 0.48 episode per patient-year. The most common micro-organism detected was coagulase-negative staphylococci (n=54; 31.7%). The only variable which was associated with a higher rate of peritonitis was BMI (rate ratio [RR]: 1.07; 95% CI 1.01 to 1.14; P value=0.031). Comparing to patients with lower education, patients with higher than elementary school of education had higher peritonitisfree survival (with hazard ratio [HR]=0.51; 95%CI 0.33-0.79, P value=0.003) and higher chance of having no peritonitis [odds ratio (OR):1.97; 95% CI 1.08 to 3.59; P value=0.029]. Conclusions : Peritonitis is still a major concern in PD patients. BMI was a risk factor for higher peritonitis rate. Higher education level was associated with lower peritonitis-free survival and higher chance of having no peritonitis.
机译:背景:腹膜炎是导致腹膜透析(PD)程序发病和脱落的主要原因。目的:我们旨在确定诱发PD相关性腹膜炎的危险因素。患者和方法:作为一项回顾性队列研究,对235名PD患者进行了4277个月的随访,在93名患者中报告了170例腹膜炎。使用模板从病历中提取数据。使用标准以及零膨胀负二项式回归来模拟患者特征与腹膜炎发生率之间的关联。使用Cox比例风险(PH)调整模型来确定因素对无腹膜炎生存的影响。结果:平均体重指数(BMI)为18.7(3.4)kg / m2,其中109人(46.4%)为男性。中位(95%CI)随访时间为19(16至36)个月,腹膜炎的发生率为每患者年0.48次。检测到的最常见的微生物是凝固酶阴性葡萄球菌(n = 54; 31.7%)。与腹膜炎高发相关的唯一变量是BMI(比率[RR]:1.07; 95%CI 1.01至1.14; P值= 0.031)。与受教育程度较低的患者相比,受过高等教育的患者具有更高的无腹膜炎生存率(危险比[HR] = 0.51; 95%CI 0.33-0.79,P值= 0.003),无腹膜炎的机会更高[几率比(OR):1.97; 95%CI 1.08至3.59; P值= 0.029]。结论:腹膜炎仍是PD患者的主要关注点。体重指数是腹膜炎高发的危险因素。较高的教育水平与较低的无腹膜炎生存率和无腹膜炎的机会较高有关。

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