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用于无创产前检测的微创核型分析(MINK)算法的比较评估

Comparative evaluation of the Minimally-Invasive Karyotyping (MINK) algorithm for non-invasive prenatal testing.

作者信息

Chu Tianjiao, Shaw Patricia A, Yeniterzi Suveyda, Dunkel Mary, Rajkovic Aleksander, Hogge W Allen, Bunce Kimberly D, Peters David G

机构信息

Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh, Pennsylvania, United States of America.

Center for Fetal Medicine, Magee-Womens Research Institute, Pittsburgh, PA, United States of America.

出版信息

PLoS One. 2017 Mar 17;12(3):e0171882. doi: 10.1371/journal.pone.0171882. eCollection 2017.

Abstract

Minimally Invasive Karyotyping (MINK) was communicated in 2009 as a novel method for the non-invasive detection of fetal copy number anomalies in maternal plasma DNA. The original manuscript illustrated the potential of MINK using a model system in which fragmented genomic DNA obtained from a trisomy 21 male individual was mixed with that of his karyotypically normal mother at dilutions representing fetal fractions found in maternal plasma. Although it has been previously shown that MINK is able to non-invasively detect fetal microdeletions, its utility for aneuploidy detection in maternal plasma has not previously been demonstrated. The current study illustrates the ability of MINK to detect common aneuploidy in early gestation, compares its performance to other published third party methods (and related software packages) for prenatal aneuploidy detection and evaluates the performance of these methods across a range of sequencing read inputs. Plasma samples were obtained from 416 pregnant women between gestational weeks 8.1 and 34.4. Shotgun DNA sequencing was performed and data analyzed using MINK RAPIDR and WISECONDOR. MINK performed with greater accuracy than RAPIDR and WISECONDOR, correctly identifying 60 out of 61 true trisomy cases, and reporting only one false positive in 355 normal pregnancies. Significantly, MINK achieved accurate detection of trisomy 21 using just 2 million aligned input reads, whereas WISECONDOR required 6 million reads and RAPIDR did not achieve complete accuracy at any read input tested. In conclusion, we demonstrate that MINK provides an analysis pipeline for the detection of fetal aneuploidy in samples of maternal plasma DNA.

摘要

微创核型分析(MINK)于2009年被提出,是一种用于无创检测母血血浆DNA中胎儿拷贝数异常的新方法。原始手稿使用一个模型系统展示了MINK的潜力,在该系统中,从一名21三体男性个体获得的片段化基因组DNA与他核型正常的母亲的DNA按母血血浆中发现的胎儿比例稀释混合。尽管此前已表明MINK能够无创检测胎儿微缺失,但其在母血血浆中检测非整倍体的效用此前尚未得到证实。当前研究阐述了MINK在妊娠早期检测常见非整倍体的能力,将其性能与其他已发表的用于产前非整倍体检测的第三方方法(及相关软件包)进行比较,并评估了这些方法在一系列测序读段输入情况下的性能。从416名妊娠8.1至34.4周的孕妇中获取血浆样本。进行鸟枪法DNA测序,并使用MINK RAPIDR和WISECONDOR分析数据。MINK的表现比RAPIDR和WISECONDOR更准确,在61例真正的三体病例中正确识别出60例,在355例正常妊娠中仅报告了1例假阳性。值得注意的是,MINK仅使用200万条比对后的输入读段就能准确检测21三体,而WISECONDOR需要600万条读段,并且RAPIDR在任何测试的读段输入情况下都未达到完全准确。总之,我们证明MINK为检测母血血浆DNA样本中的胎儿非整倍体提供了一种分析流程。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0efc/5356998/9fe9a4738e2b/pone.0171882.g001.jpg

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