Smartphone-based screening of neonatal jaundice in three populations in low and middle-income countries: a cross-sectional study.

IF 2.3 4区 医学 Q2 PEDIATRICS
Anders Aune, Gabriela Jímenez-Díaz, Lobke Marijn Gierman, Gunnar Vartdal, Mónica Reyes Berlanga, Jorge Tusoy, Håkon Bergseng, Sunila Shakya, Elisabeth Darj
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引用次数: 0

Abstract

Background: Neonatal hyperbilirubinemia (NHB) is a significant cause of morbidity and mortality, particularly in low and middle-income countries (LMICs). Transcutaneous bilirubinometers offer a non-invasive method for assessing NHB but have limited availability due to cost and maintenance requirements. Visual assessment of jaundice is shown to be inaccurate. Smartphone-based technologies have the potential to provide innovative and accessible healthcare solutions. This study aimed to evaluate the Picterus system, a smartphone-based tool for screening of NHB, in three non-Caucasian populations in LMICs.

Methods: Between 2018 and 2022, cross-sectional studies were conducted in three countries: Mexico, Nepal and the Philippines. Newborns meeting the inclusion criteria were recruited, and data on demographic characteristics, skin type and visual assessment of jaundice were collected. Bilirubin levels were measured using both the Picterus system and total serum bilirubin (TSB) analysis. Correlation analyses, Bland-Altman plots and receiver operating characteristic (ROC) curves were used to evaluate the Picterus system.

Results: A total of 416 infants were included in the analysis. The Picterus smartphone system demonstrated a significant positive correlation with TSB levels across all sites (r=0.76). The correlation coefficient was significantly higher in Mexico compared with Nepal and the Philippines. Bland-Altman plots showed limits of agreement ±89.2 µmol/L. Picterus values were underestimated in Mexico, whereas they were overestimated in Nepal and the Philippines. ROC analysis for detection of infants with TSB >225 µmol/L indicated that the Picterus system had higher sensitivity and specificity compared with visual assessment using the Kramer scale.

Discussion: This study shows that the Picterus system can potentially be used in screening for neonatal jaundice in populations with moderate dark skin types. Further studies are needed before the system can be used in clinical practice.

在低收入和中等收入国家的三个人群中基于智能手机的新生儿黄疸筛查:一项横断面研究
背景:新生儿高胆红素血症(NHB)是发病率和死亡率的重要原因,特别是在低收入和中等收入国家(LMICs)。经皮胆红素计提供了一种评估NHB的非侵入性方法,但由于成本和维护要求,可用性有限。黄疸的目测评估是不准确的。基于智能手机的技术有潜力提供创新和可获得的医疗保健解决方案。本研究旨在评估Picterus系统(一种基于智能手机的NHB筛查工具)在中低收入国家的三个非高加索人群中的应用。方法:在2018年至2022年期间,在墨西哥、尼泊尔和菲律宾这三个国家进行了横断面研究。招募符合纳入标准的新生儿,收集黄疸的人口统计学特征、皮肤类型和视觉评估数据。采用Picterus系统和血清总胆红素(TSB)分析测定胆红素水平。采用相关分析、Bland-Altman图和受试者工作特征(ROC)曲线对Picterus系统进行评价。结果:共有416名婴儿被纳入分析。Picterus智能手机系统与所有站点的TSB水平呈显著正相关(r=0.76)。与尼泊尔和菲律宾相比,墨西哥的相关系数明显更高。Bland-Altman图显示一致性限±89.2µmol/L。Picterus值在墨西哥被低估了,而在尼泊尔和菲律宾被高估了。对婴幼儿TSB >225µmol/L检测的ROC分析表明,Picterus系统与目测量表相比具有更高的灵敏度和特异性。讨论:本研究表明,Picterus系统可以潜在地用于筛查中度深色皮肤类型人群的新生儿黄疸。在该系统用于临床实践之前,还需要进一步的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BMJ Paediatrics Open
BMJ Paediatrics Open Medicine-Pediatrics, Perinatology and Child Health
CiteScore
4.10
自引率
3.80%
发文量
124
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