全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

Multiple z-Score Based Method for Noninvasive Prenatal Test Using Cell-Free DNA in Maternal Plasma

DOI: 10.4236/ojgen.2017.71001, PP. 1-8

Keywords: Cell-Free DNA, z-Score, Multiple Thresholds, Coefficient of Variance, Noninvasive Prenatal Testing, NIPT

Full-Text   Cite this paper   Add to My Lib

Abstract:

Objective: To improve the detecting accuracy of chromosomal aneuploidy of fetus by non-invasive prenatal testing (NIPT) using next generation sequencing data of pregnant women’s cell-free DNA. Methods: We proposed the multi-Z method which uses 21 z-scores for each autosomal chromosome to detect aneuploidy of the chromosome, while the conventional NIPT method uses only one z-score. To do this, mapped read numbers of a certain chromosome were normalized by those of the other 21 chromosomes. Average and standard deviation (SD), which are used for calculating z-score of each sample, were obtained with normalized values between all autosomal chromosomes of control samples. In this way, multiple z-scores can be calculated for 21 autosomal chromosomes except oneself. Results: Multi-Z method showed 100% sensitivity and specificity for 187 samples sequenced to 3 M reads while the conventional NIPT method showed 95.1% specificity. Similarly, for 216 samples sequenced to 1 M reads, Multi-Z method showed 100% sensitivity and 95.6% specificity and the conventional NIPT method showed a result of 75.1% specificity. Conclusion: Multi-Z method showed higher accuracy and robust results than the conventional method even at low coverage reads.

References

[1]  Savva, G.M., Morris, J.K., Mutton, D.E. and Alberman, E. (2006) Maternal Age-Specific Fetal Loss Rates in Down Syndrome Pregnancies. Prenatal Diagnosis, 26, 499-504.
https://doi.org/10.1002/pd.1443
[2]  Morris, J.K., Mutton, D.E. and Alberman, E. (2002) Revised Estimates of the Maternal Age Specific Live Birth Prevalence of Down’s Syndrome. Journal of Medical Screening, 9, 2-6.
https://doi.org/10.1136/jms.9.1.2
[3]  Haddow, J.E. (1990) Prenatal Screening for Open Neural Tube Defects, Down’s Syndrome, and Other Major Fetal Disorders. Seminars in Perinatology, 14, 488-503.
[4]  Bianchi, D.W., Parker, R.L., Wentworth, J., Madankumar, R., Saffer, C., Das, A.F., Craig, J.A., Chudova, D.I., Devers, P.L., Jones, K.W., Oliver, K., Rava, R.P., Sehnert, A.J. and Group, C.S. (2014) DNA Sequencing versus Standard Prenatal Aneuploidy Screening. New England Journal of Medicine, 370, 799-808.
https://doi.org/10.1056/NEJMoa1311037
[5]  Fan, H.C., Blumenfeld, Y.J., Chitkara, U., Hudgins, L. and Quake, S.R. (2008) Noninvasive Diagnosis of Fetal Aneuploidy by Shotgun Sequencing DNA from Maternal Blood. Proceedings of the National Academy of Sciences of the USA, 105, 16266-16271.
https://doi.org/10.1073/pnas.0808319105
[6]  Jiang, F., Ren, J., Chen, F., Zhou, Y., Xie, J., Dan, S., Su, Y., Xie, J., Yin, B., Su, W., Zhang, H., Wang, W., Chai, X., Lin, L., Guo, H., Li, Q., Li, P., Yuan, Y., Pan, X., Li, Y., Liu, L., Chen, H., Xuan, Z., Chen, S., Zhang, C., Zhang, H., Tian, Z., Zhang, Z., Jiang, H., Zhao, L., Zheng, W., Li, S., Li, Y., Wang, J., Wang, J. and Zhang, X. (2012) Noninvasive Fetal Trisomy (NIFTY) Test: An Advanced Noninvasive Prenatal Diagnosis Methodology for Fetal Autosomal and Sex Chromosomal Aneuploidies. BMC Medical Genomics, 5, 57.
https://doi.org/10.1186/1755-8794-5-57
[7]  Lo, Y.M., Corbetta, N., Chamberlain, P.F., Rai, V., Sargent, I.L., Redman, C.W. and Wainscoat, J.S. (1997) Presence of Fetal DNA in Maternal Plasma and Serum. Lancet, 350, 485-487.
https://doi.org/10.1016/S0140-6736(97)02174-0
[8]  Chiu, R.W., Chan, K.C., Gao, Y., Lau, V.Y., Zheng, W., Leung, T.Y., Foo, C.H., Xie, B., Tsui, N.B., Lun, F.M., Zee, B.C., Lau, T.K., Cantor, C.R. and Lo, Y.M. (2008) Noninvasive Prenatal Diagnosis of Fetal Chromosomal Aneuploidy by Massively Parallel Genomic Sequencing of DNA in Maternal Plasma. Proceedings of the National Academy of Sciences of the USA, 105, 20458-20463.
https://doi.org/10.1073/pnas.0810641105
[9]  Fairbrother, G., Johnson, S., Musci, T.J. and Song, K. (2013) Clinical Experience of Noninvasive Prenatal Testing with Cell-Free DNA for Fetal Trisomies 21, 18, and 13, in a General Screening Population. Prenatal Diagnosis, 33, 580-583.
https://doi.org/10.1002/pd.4092
[10]  Kim, S., Jung, H., Han, S.H., Lee, S., Kwon, J., Kim, M.G., Chu, H., Han, K., Kwak, H., Park, S., Joo, H.J., An, M., Ha, J., Lee, K., Kim, B.C., Zheng, H., Zhu, X., Chen, H. and Bhak, J. (2016) An Adaptive Detection Method for Fetal Chromosomal Aneuploidy Using Cell-Free DNA from 447 Korean Women. BMC Medical Genomics, 9, 61.
https://doi.org/10.1186/s12920-016-0222-5
[11]  Lau, T.K., Cheung, S.W., Lo, P.S., Pursley, A.N., Chan, M.K., Jiang, F., Zhang, H., Wang, W., Jong, L.F., Yuen, O.K., Chan, H.Y., Chan, W.S. and Choy, K.W. (2014) Non-Invasive Prenatal Testing for Fetal Chromosomal Abnormalities by Low-Coverage Whole-Genome Sequencing of Maternal Plasma DNA: Review of 1982 Consecutive Cases in a Single Center. Ultrasound in Obstetrics & Gynecology, 43, 254-264.
https://doi.org/10.1002/uog.13277
[12]  Li, H. and Durbin, R. (2009) Fast and Accurate Short Read Alignment with Burrows-Wheeler Transform. Bioinformatics, 25, 1754-1760.
https://doi.org/10.1093/bioinformatics/btp324
[13]  Picard Tools. Broad Institute.
http://broadinstitute.github.io/picard/
[14]  Li, H., Handsaker, B., Wysoker, A., Fennell, T., Ruan, J., Homer, N., Marth, G., Abecasis, G., Durbin, R. and Genome Project Data Processing, S. (2009) The Sequence Alignment/Map Format and SAMtools. Bioinformatics, 25, 2078-2079.
https://doi.org/10.1093/bioinformatics/btp352

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133