Newman Thomas B, Draper David, Puopolo Karen M, Wi Soora, Escobar Gabriel J
From the *Departments of Epidemiology and Biostatistics and Pediatrics, School of Medicine, University of California, San Francisco; †Division of Research, Kaiser Permanente Northern California, Oakland; ‡Department of Applied Mathematics and Statistics, University of California, Santa Cruz, CA; §Division of Newborn Medicine, Children's Hospital; ¶Harvard Medical School; ‖Department of Newborn Medicine and Channing Laboratory, Brigham and Women's Hospital, Boston, MA; and **Department of Inpatient Pediatrics, Kaiser Permanente Medical Center, Walnut Creek, CA.
Pediatr Infect Dis J. 2014 Aug;33(8):798-802. doi: 10.1097/INF.0000000000000297.
The absolute neutrophil count and the immature/total neutrophil ratio (I/T) provide information about the risk of early onset sepsis in newborns. However, it is not clear how to combine their potentially overlapping information into a single likelihood ratio.
We obtained electronic records of blood cultures and of complete blood counts with manual differentials drawn <1 hour apart on 66,846 infants ≥ 34 weeks gestation and <72 hours of age born at Kaiser Permanente Northern California and Brigham and Women's Hospitals. We hypothesized that dividing the immature neutrophil count (I) by the total neutrophil count (T) squared (I/T) would provide a useful summary of the risk of infection. We evaluated the ability of the I/T to discriminate newborns with pathogenic bacteremia from other newborns tested using the area under the receiver operating characteristic curve (c).
Discrimination of the I/T (c = 0.79; 95% confidence interval: 0.76-0.82) was similar to that of logistic models with indicator variables for each of 24 combinations of the absolute neutrophil count and the proportion of immature neutrophils (c = 0.80, 95% confidence interval: 0.77-0.83). Discrimination of the I/T improved with age, from 0.70 at <1 hour to 0.87 at ≥ 4 hours. However, 60% of I/T had likelihood ratios of 0.44-1.3, thus only minimally altering the pretest odds of disease.
Calculating the I/T could enhance prediction of early onset sepsis, but the complete blood counts will remain helpful mainly when done at >4 hours of age and when the pretest probability of infection is close to the treatment threshold.
绝对中性粒细胞计数和未成熟/总中性粒细胞比值(I/T)可为新生儿早发型败血症的风险提供信息。然而,尚不清楚如何将它们潜在重叠的信息整合为单一似然比。
我们获取了在加利福尼亚州北部凯撒医疗机构、布莱根妇女医院出生的66846例孕龄≥34周且出生后<72小时的婴儿的血培养电子记录以及间隔<1小时采集的全血细胞计数及手工分类结果。我们假设将未成熟中性粒细胞计数(I)除以总中性粒细胞计数(T)的平方(I/T)能有效总结感染风险。我们使用受试者工作特征曲线下面积(c)评估I/T区分致病性菌血症新生儿与其他检测新生儿的能力。
I/T的区分度(c = 0.79;95%置信区间:0.76 - 0.82)与使用绝对中性粒细胞计数和未成熟中性粒细胞比例的24种组合的指示变量的逻辑模型的区分度相似(c = 0.80,95%置信区间:0.77 - 0.83)。I/T的区分度随年龄增长而提高,从<1小时时的0.70提高到≥4小时时的0.87。然而,60%的I/T似然比为0.44 - 1.3,因此对疾病的预检概率影响极小。
计算I/T可增强对早发型败血症的预测,但全血细胞计数主要在出生>4小时且感染预检概率接近治疗阈值时仍有帮助。