Neonatal Data Analysis Unit, Imperial College London, London, England.
Barts and the London School of Medicine and Dentistry, London, England.
JAMA Pediatr. 2017 Mar 1;171(3):256-263. doi: 10.1001/jamapediatrics.2016.3633.
Necrotizing enterocolitis (NEC) is a major cause of neonatal morbidity and mortality. Preventive and therapeutic research, surveillance, and quality improvement initiatives are hindered by variations in case definitions.
To develop a gestational age (GA)-specific case definition for NEC.
DESIGN, SETTING, AND PARTICIPANTS: We conducted a prospective 34-month population study using clinician-recorded findings from the UK National Neonatal Research Database between December 2011 and September 2014 across all 163 neonatal units in England. We split study data into model development and validation data sets and categorized GA into groups (group 1, less than 26 weeks' GA; group 2, 26 to less than 30 weeks' GA; group 3, 30 to less than 37 weeks' GA; group 4, 37 or more weeks' GA). We entered GA, birth weight z score, and clinical and abdominal radiography findings as candidate variables in a logistic regression model, performed model fitting 1000 times, averaged the predictions, and used estimates from the fitted model to develop an ordinal NEC score and cut points to develop a dichotomous case definition based on the highest area under the receiver operating characteristic curves [AUCs] and positive predictive values [PPVs].
Abdominal radiography performed to investigate clinical concerns.
Ordinal NEC likelihood score, dichotomous case definition, and GA-specific probability plots.
Of the 3866 infants, the mean (SD) birth weight was 2049.1 (1941.7) g and mean (SD) GA was 32 (5) weeks; 2032 of 3663 (55.5%) were male. The total included 2978 infants (77.0%) without NEC and 888 (23.0%) with NEC. Infants with NEC in group 1 were less likely to present with pneumatosis (31.1% vs 47.2%; P = .01), blood in stool (11.8% vs 29.6%; P < .001), or mucus in stool (2.1% vs 5.6%; P = .048) but more likely to present with gasless abdominal radiography findings (6.3% vs 0.9%; P = .009) compared with infants with NEC in group 3. In the ordinal NEC score analysis, we allocated 3 points to pneumatosis, 2 points to blood in stool, and 1 point each to abdominal tenderness and abdominal discoloration; 1 point was assigned if 1 or more of pneumoperitoneum, fixed loop, and portal venous gas were present, and 1 point was assigned if both increased and/or bilious aspirates and abdominal distension were present. The cutoff scores for the dichotomous GA-specific case definition were 2 or greater for infants in groups 1 and 2, 3 or greater for infants in group 3, and 4 or greater for infants in group 4. The ordinal NEC score and dichotomous case definition discriminated well between infants with (AUC, 87%) and without (AUC, 80%) NEC. The case definition has a sensitivity of 66.2% (95% CI, 63.0-69.4), a specificity of 94.4% (95% CI, 93.2-95.4), an AUC of 80.0% (95% CI, 79-82), and a PPV of 85.5% (95% CI, 82.6-88.1). Applying the cut points to the 431 infants who underwent a laparotomy yielded a sensitivity of 76.5% (95% CI, 70.0-82.1), a specificity of 74.4% (95% CI, 68.3-80.0), an AUC of 75.0% (95% CI, 71.0- 80.0), and a PPV of 72.9% (95% CI, 66.4-78.7).
The risk of NEC and clinical presentation are associated with GA. Adoption of a consistent GA-specific case definition would strengthen global efforts to reduce the population burden of this devastating neonatal disease.
坏死性小肠结肠炎(NEC)是新生儿发病和死亡的主要原因。预防和治疗研究、监测以及质量改进计划因病例定义的差异而受到阻碍。
制定一种特定于胎龄(GA)的 NEC 病例定义。
设计、地点和参与者:我们使用英国国家新生儿研究数据库中的临床医生记录的发现,在英格兰所有 163 个新生儿单位进行了一项为期 34 个月的前瞻性人群研究。我们将研究数据分为模型开发和验证数据集,并将 GA 分为以下几组(第 1 组,GA 小于 26 周;第 2 组,GA 为 26 至小于 30 周;第 3 组,GA 为 30 至小于 37 周;第 4 组,GA 为 37 周或以上)。我们将 GA、出生体重 z 评分以及临床和腹部放射学发现作为候选变量输入逻辑回归模型,进行了 1000 次模型拟合,平均预测值,并使用拟合模型的估计值来开发一个 NEC 评分和切点,以根据最高的接收者操作特征曲线(AUC)和阳性预测值(PPV)来制定二分类病例定义。
为了调查临床关注的问题,进行了腹部放射学检查。
NEC 可能性评分、二分类病例定义和 GA 特异性概率图。
在 3866 名婴儿中,平均(SD)出生体重为 2049.1(1941.7)g,平均(SD)GA 为 32(5)周;3663 名婴儿中有 2032 名(55.5%)为男性。总共有 2978 名(77.0%)婴儿没有 NEC,888 名(23.0%)婴儿患有 NEC。第 1 组中患有 NEC 的婴儿不太可能出现气腹(31.1% vs 47.2%;P=0.01)、血便(11.8% vs 29.6%;P<0.001)或黏液便(2.1% vs 5.6%;P=0.048),但更可能出现无气腹放射学表现(6.3% vs 0.9%;P=0.009),与第 3 组中患有 NEC 的婴儿相比。在 ordinal NEC 评分分析中,我们将气腹赋予 3 分,血便赋予 2 分,腹部压痛和腹部变色各赋予 1 分;如果存在气腹、固定环和门静脉气体中的 1 种或多种,则赋予 1 分,如果同时存在增加和/或胆汁性抽吸物和腹部膨隆,则赋予 1 分。二分类 GA 特异性病例定义的截断分数为第 1 组和第 2 组为 2 或以上,第 3 组为 3 或以上,第 4 组为 4 或以上。ordinal NEC 评分和二分类病例定义可以很好地区分患有(AUC,87%)和不患有(AUC,80%)NEC 的婴儿。该病例定义的敏感性为 66.2%(95%CI,63.0-69.4),特异性为 94.4%(95%CI,93.2-95.4),AUC 为 80.0%(95%CI,79-82),PPV 为 85.5%(95%CI,82.6-88.1)。对接受剖腹手术的 431 名婴儿应用该切点,敏感性为 76.5%(95%CI,70.0-82.1),特异性为 74.4%(95%CI,68.3-80.0),AUC 为 75.0%(95%CI,71.0-80.0),PPV 为 72.9%(95%CI,66.4-78.7)。
NEC 的风险和临床表现与 GA 相关。采用一致的特定 GA 病例定义将加强全球减少这种毁灭性新生儿疾病的人群负担的努力。