Pantalone Julia M, Liu Silvia, Olaloye Oluwabunmi O, Prochaska Erica C, Yanowitz Toby, Riley Melissa M, Buland Justin R, Brozanski Beverly S, Good Misty, Konnikova Liza
University of Pittsburgh School of Medicine, Pittsburgh, PA, United States.
Department of Pathology, University of Pittsburgh, Pittsburgh, PA, United States.
Front Pediatr. 2021 Feb 26;9:604899. doi: 10.3389/fped.2021.604899. eCollection 2021.
Necrotizing enterocolitis (NEC) is characterized by peripheral cell abnormalities, yet few studies have analyzed the complete blood count (CBC) specifically by gestational age (GA). Our objective was to describe GA-specific immune abnormalities in NEC through a comprehensive analysis of the CBC differential. Using a cohort of 246 infants (177 cases, 69 controls) admitted to neonatal intensive care units at a single institution, we retrospectively analyzed CBCs around illness onset in NEC cases compared with controls. Cases included surgical NEC (S-NEC, 34.5%) and medical NEC (M-NEC, 65.5%). Infants were divided into those born at GA <33 and ≥33 weeks. Differences in CBC values were described as absolute and percent changes at NEC onset from baseline and at antibiotic completion after NEC. We used machine learning algorithms based on the CBC at NEC to generate predictive models for diagnosis. At NEC onset, there was an acute drop in monocytes and lymphocytes along with a rise in bands in S-NEC infants born <33 weeks compared with M-NEC. In comparison, both M-NEC and S-NEC ≥33 weeks had a percent drop in neutrophils at diagnosis compared with controls. At antibiotic completion, monocytes in S-NEC <33 weeks significantly rose compared with M-NEC, yet for S-NEC ≥33 weeks, bands significantly dropped compared with M-NEC. Predictive modeling was able to accurately predict S-NEC from M-NEC and controls. There are discrete leukocyte patterns in NEC based on GA. The CBC at diagnosis may be useful in identifying patients who will require surgery.
坏死性小肠结肠炎(NEC)的特征是外周细胞异常,但很少有研究按胎龄(GA)具体分析全血细胞计数(CBC)。我们的目的是通过对CBC分类进行全面分析,描述NEC中特定胎龄的免疫异常情况。我们对某单一机构新生儿重症监护病房收治的246例婴儿(177例病例,69例对照)进行了队列研究,回顾性分析了NEC病例与对照在疾病发作时的CBC情况。病例包括外科坏死性小肠结肠炎(S-NEC,34.5%)和内科坏死性小肠结肠炎(M-NEC,65.5%)。婴儿被分为胎龄<33周和≥33周出生的两组。CBC值的差异以NEC发作时相对于基线以及NEC后抗生素治疗结束时的绝对值和百分比变化来描述。我们使用基于NEC时CBC的机器学习算法生成诊断预测模型。在NEC发作时,与M-NEC相比,胎龄<33周的S-NEC婴儿的单核细胞和淋巴细胞急剧下降,同时杆状核细胞增多。相比之下,与对照相比,胎龄≥33周的M-NEC和S-NEC在诊断时中性粒细胞百分比均下降。抗生素治疗结束时,与M-NEC相比,胎龄<33周的S-NEC中的单核细胞显著升高,但对于胎龄≥33周的S-NEC,与M-NEC相比杆状核细胞显著下降。预测模型能够准确地将S-NEC与M-NEC及对照区分开来。基于胎龄,NEC存在离散的白细胞模式。诊断时的CBC可能有助于识别需要手术的患者。