la Marca Giancarlo, Carling Rachel S, Moat Stuart J, Yahyaoui Raquel, Ranieri Enzo, Bonham James R, Schielen Peter C J I
Newborn Screening, Clinical Chemistry and Pharmacology Lab, IRCCS Meyer Children's University Hospital, 50139 Florence, Italy.
Department of Experimental and Clinical Biomedical Sciences, University of Florence, 50139 Florence, Italy.
Int J Neonatal Screen. 2023 Mar 17;9(1):15. doi: 10.3390/ijns9010015.
In 1963, Robert Guthrie's pioneering work developing a bacterial inhibition assay to measure phenylalanine in dried blood spots, provided the means for whole-population screening to detect phenylketonuria in the USA. In the following decades, NBS became firmly established as a part of public health in developed countries. Technological advances allowed for the addition of new disorders into routine programmes and thereby resulted in a paradigm shift. Today, technological advances in immunological methods, tandem mass spectrometry, PCR techniques, DNA sequencing for mutational variant analysis, ultra-high performance liquid chromatography (UPLC), iso-electric focusing, and digital microfluidics are employed in the NBS laboratory to detect more than 60 disorders. In this review, we will provide the current state of methodological advances that have been introduced into NBS. Particularly, 'second-tier' methods have significantly improved both the specificity and sensitivity of testing. We will also present how proteomic and metabolomic techniques can potentially improve screening strategies to reduce the number of false-positive results and improve the prediction of pathogenicity. Additionally, we discuss the application of complex, multiparameter statistical procedures that use large datasets and statistical algorithms to improve the predictive outcomes of tests. Future developments, utilizing genomic techniques, are also likely to play an increasingly important role, possibly combined with artificial intelligence (AI)-driven software. We will consider the balance required to harness the potential of these new advances whilst maintaining the benefits and reducing the risks for harm associated with all screening.
1963年,罗伯特·古思里开创性地研发出一种用于检测干血斑中苯丙氨酸的细菌抑制试验,为美国开展全人群苯丙酮尿症筛查提供了方法。在接下来的几十年里,新生儿筛查在发达国家牢固确立为公共卫生的一部分。技术进步使得新的疾病能够被纳入常规项目,从而引发了范式转变。如今,新生儿筛查实验室采用了免疫方法、串联质谱、聚合酶链式反应(PCR)技术、用于突变变异分析的DNA测序、超高效液相色谱(UPLC)、等电聚焦和数字微流控等技术进步来检测60多种疾病。在本综述中,我们将介绍已引入新生儿筛查的方法学进展的现状。特别是,“二线”方法显著提高了检测的特异性和灵敏度。我们还将展示蛋白质组学和代谢组学技术如何有可能改进筛查策略,以减少假阳性结果的数量并改善致病性预测。此外,我们讨论了使用大型数据集和统计算法的复杂多参数统计程序的应用,以改善检测的预测结果。利用基因组技术的未来发展也可能发挥越来越重要的作用,可能与人工智能驱动的软件相结合。我们将考虑在利用这些新进展的潜力的同时,保持益处并降低与所有筛查相关的危害风险所需的平衡。