MaterniCode: New Bioinformatic Pipeline to Detect Fetal Aneuploidies and Rearrangements Using Next-Generation Sequencing

Federico Gabrielli, Filomena Tiziana Papa, Fabio Di Pietro, Andreu Paytuví-Gallart, Daniel Julian, Walter Sanseverino, Cinzia Alfonsi
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Abstract

Objective: The present study is aimed at introducing and evaluating MaterniCode, a state-of-the-art bioinformatic pipeline for noninvasive prenatal testing (NIPT) that leverages the Ion Torrent semiconductor sequencing platform. The initiative strives to revolutionize prenatal diagnostics by offering a rapid and cost-effective method without sacrificing accuracy.

Methods: Two distinct bioinformatic strategies were employed for fetal sex determination, one of which achieved 100% accuracy. We analyzed 1225 maternal blood samples for fetal aneuploidies, benchmarking against the industry standard Illumina VeriSeq™ NIPT Solution v2. The capability of MaterniCode to detect and characterize complex chromosomal anomalies was also assessed.

Results: MaterniCode achieved near-perfect accuracy in fetal sex determination through chromosome Y (chrY )–specific gene analysis, whereas the alternative method, employing the ratio of high-quality mapped reads on chrY relative to all reads, delivered 100% accuracy. For fetal aneuploidy detection, both the integrated WisecondorX and NIPTeR algorithms demonstrated a 100% sensitivity and specificity rate, consistent with Illumina VeriSeq™ NIPT Solution v2. The pipeline also successfully identified and precisely mapped significant chromosomal abnormalities, exemplified by a 2.4 Mb deletion on chromosome 13 and a 3 Mb duplication on chromosome 2.

Conclusion: MaterniCode has proven to be an innovative and highly efficient tool in the domain of NIPT, demonstrating excellent sensitivity and specificity. Its robust capability to effectively detect a wide range of complex chromosomal aberrations, including rare and subtle variations, positions it as a promising and valuable addition to prenatal diagnostic technologies. This enhancement to diagnostic precision significantly aids clinicians in making informed decisions during pregnancy management.

Abstract Image

MaterniCode:利用下一代测序检测胎儿非整倍体和基因重组的新型生物信息学管道
研究目的本研究旨在介绍和评估 MaterniCode,这是一种利用 Ion Torrent 半导体测序平台进行无创产前检测 (NIPT) 的先进生物信息学管道。该计划致力于在不牺牲准确性的前提下提供快速、经济的方法,从而彻底改变产前诊断:方法:我们采用了两种不同的生物信息学策略进行胎儿性别鉴定,其中一种策略的准确率达到了 100%。我们以行业标准 Illumina VeriSeq™ NIPT Solution v2 为基准,对 1225 份母体血液样本进行了胎儿非整倍体分析。 我们还评估了 MaterniCode 检测和描述复杂染色体异常的能力:结果:MaterniCode通过Y染色体(chrY)特异性基因分析实现了近乎完美的胎儿性别鉴定准确率,而采用chrY上高质量映射读数与所有读数之比的替代方法则实现了100%的准确率。在胎儿非整倍体检测方面,WisecondorX 和 NIPTeR 算法的灵敏度和特异性均达到 100%,与 Illumina VeriSeq™ NIPT Solution v2 一致。 该管道还成功识别并精确映射了重大染色体异常,例如 13 号染色体上的 2.4 Mb 缺失和 2 号染色体上的 3 Mb 重复:事实证明,在 NIPT 领域,MaterniCode 是一种创新、高效的工具,具有出色的灵敏度和特异性。它能有效检测各种复杂的染色体畸变,包括罕见和微妙的变异,是产前诊断技术中一项前景广阔的重要补充。诊断精确度的提高大大有助于临床医生在孕期管理中做出明智的决定。
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来源期刊
Comparative and Functional Genomics
Comparative and Functional Genomics 生物-生化与分子生物学
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