Clinical correlates of a high cardiorespiratory risk score for very low birth weight infants

IF 3.1 3区 医学 Q1 PEDIATRICS
Sherry L. Kausch, Claire C. Slevin, Amanda Duncan, Karen D. Fairchild, Douglas E. Lake, Jessica Keim-Malpass, Zachary A. Vesoulis, Brynne A. Sullivan
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Abstract

Background

A pulse oximetry warning system (POWS) to analyze heart rate and oxygen saturation data and predict risk of sepsis was developed for very low birth weight (VLBW) infants.

Methods

We determined the clinical correlates and positive predictive value (PPV) of a high POWS score in VLBW infants. In a two-NICU retrospective study, we identified times when POWS increased above 6 (POWS spike). We selected an equal number of control times, matched for gestational and chronologic age. We reviewed records for infection and non-infection events around POWS spikes and control times. We calculated the frequencies and PPV of a POWS spike for infection or another significant event.

Results

We reviewed 111 POWS spike times and 111 control times. Days near POWS spikes were more likely to have clinical events than control days (77% vs 50%). A POWS spike had 52% PPV for suspected or confirmed infection and 77% for any clinically significant event. Respiratory deterioration occurred near more POWS spike times than control times (34% vs 18%).

Conclusions

In a retrospective cohort, infection and respiratory deterioration were common clinical correlations of a POWS spike. POWS had a high PPV for significant clinical events with or without infection.

Impact

  • There are significant gaps in understanding the best approach to implementing continuous sepsis prediction models so that clinicians can best respond to early signals of deterioration.

  • Infection and respiratory deterioration were common clinical events identified at the time of a high predictive model score.

  • Understanding the clinical correlates of a high-risk early warning score will inform future implementation efforts.

Abstract Image

极低出生体重儿心肺功能高风险评分的临床相关性
方法 我们确定了 VLBW 婴儿 POWS 高分的临床相关性和阳性预测值 (PPV)。在两项新生儿重症监护室回顾性研究中,我们确定了 POWS 升至 6 分以上的时间(POWS 峰值)。我们选择了同等数量的对照组,其胎龄与实际年龄相匹配。我们查看了 POWS 峰值和对照时间前后的感染和非感染事件记录。我们计算了感染或其他重大事件的 POWS 峰值的频率和 PPV。与对照日相比,接近 POWS 峰值的日子更有可能发生临床事件(77% 对 50%)。POWS 峰值对疑似或确诊感染的 PPV 为 52%,对任何临床重大事件的 PPV 为 77%。结论在一项回顾性队列研究中,感染和呼吸恶化是 POWS 峰值的常见临床相关因素。影响在了解实施连续脓毒症预测模型的最佳方法方面存在很大差距,因此临床医生无法对恶化的早期信号做出最佳反应。感染和呼吸恶化是在高预测模型得分时发现的常见临床事件。
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来源期刊
Pediatric Research
Pediatric Research 医学-小儿科
CiteScore
6.80
自引率
5.60%
发文量
473
审稿时长
3-8 weeks
期刊介绍: Pediatric Research publishes original papers, invited reviews, and commentaries on the etiologies of children''s diseases and disorders of development, extending from molecular biology to epidemiology. Use of model organisms and in vitro techniques relevant to developmental biology and medicine are acceptable, as are translational human studies
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