Abstract
In this study, we aimed to assess the performance of two whole-genome amplification methods, multiple displacement amplification (MDA), and multiple annealing and looping-based amplification cycle (MALBAC), for β-thalassemia genotyping and single-nucleotide polymorphism (SNP)/copy-number variant (CNV) detection using two DNA sequencing assays. We collected peripheral blood, cell lines, and discarded embryos, and carried out MALBAC and MDA on single-cell and five-cell samples. We detected and statistically analyzed differences in the amplification efficiency, positive predictive value, sensitivity, allele dropout (ADO) rate, SNPs, and CV values between the two methods. Through Sanger sequencing at the single-cell and five-cell levels, we showed that both the amplification rate and ADO rate of MDA were better than those using MALBAC, and the sensitivity and positive predictive value obtained from MDA were higher than those from MALBAC for β-thalassemia genotyping. Using next-generation sequencing (NGS) at the single-cell level, we confirmed that MDA has better properties than MALBAC for SNP detection. However, MALBAC was more stable and homogeneous than MDA using low-depth NGS at the single-cell level for CNV detection. We conclude that MALBAC is the better option for CNV detection, while MDA is better suited for SNV detection.
Similar content being viewed by others
Log in or create a free account to read this content
Gain free access to this article, as well as selected content from this journal and more on nature.com
or
References
Deleye L, De Coninck D, Christodoulou C, Sante T, Dheedene A, Heindryckx B, et al. Whole genome amplification with SurePlex results in better copy number alteration detection using sequencing data compared to the MALBAC method. Sci Rep. 2015;5:11711.
Czyz ZT, Kirsch S, Polzer B. Principles of whole-genome amplification. Methods Mol Biol. 2015;1347:1–14.
Sabina J, Leamon JH. Bias in whole genome amplification: causes and considerations. Methods Mol Biol. 2015;1347:15–41.
Babayan A, Alawi M, Gormley M, Muller V, Wikman H, McMullin RP, et al. Comparative study of whole genome amplification and next generation sequencing performance of single cancer cells. Oncotarget. 2017;8:56066–80.
Leung ML, Wang Y, Kim C, Gao R, Jiang J, Sei E, et al. Highly multiplexed targeted DNA sequencing from single nuclei. Nat Protoc. 2016;11:214–35.
Zheng X, Niu L, Wei D, Li X, Zhang S. Label-free detection of microRNA based on coupling multiple isothermal amplification techniques. Sci Rep. 2016;6:35982.
Hellani AM, Akoum SM, Fadel ES, Yousef HM, Abu-Amero KK. Successful pregnancies after combined human leukocyte antigen direct genotyping and preimplantation genetic diagnosis utilizing multiple displacement amplification. Saudi Med J. 2012;33:1059–64.
Chen L, Diao Z, Xu Z, Zhou J, Wang W, Li J, et al. The clinical application of preimplantation genetic diagnosis for the patient affected by congenital contractural arachnodactyly and spinal and bulbar muscular atrophy. J Assist Reprod Genet. 2016;33:1459–66.
Daina G, Ramos L, Obradors A, Rius M, Martinez-Pasarell O, Polo A, et al. First successful double-factor PGD for Lynch syndrome: monogenic analysis and comprehensive aneuploidy screening. Clin Genet. 2013;84:70–73.
Zheng YM, Wang N, Li L, Jin F. Whole genome amplification in preimplantation genetic diagnosis. J Zhejiang Univ Sci. 2011;12:1–11.
Zong C, Lu S, Chapman AR, Xie XS. Genome-wide detection of single-nucleotide and copy-number variations of a single human cell. Science. 2012;338:1622–6.
Hou Y, Wu K, Shi XL, Li FQ, Song LT, Wu HJ, et al. Comparison of variations detection between whole-genome amplification methods used in single-cell resequencing. Gigascience. 2015;4:37.
Ning LW, Li ZF, Wang G, Hu W, Hou QM, Tong Y, et al. Quantitative assessment of single-cell whole genome amplification methods for detecting copy number variation using hippocampal neurons. Sci Rep. 2015;5:11415.
Li N, Wang L, Wang H, Ma M, Wang X, Li Y, et al. The performance of whole genome amplification methods and next-generation sequencing for pre-implantation genetic diagnosis of chromosomal abnormalities. J Genet Genom. 2015;42:151–9.
Lu S, Zong C, Fan W, Yang M, Li J, Chapman AR, et al. Probing meiotic recombination and aneuploidy of single sperm cells by whole-genome sequencing. Science. 2012;338:1627–30.
Hou Y, Fan W, Yan L, Li R, Lian Y, Huang J, et al. Genome analyses of single human oocytes. Cell. 2013;155:1492–506.
Normand E, Qdaisat S, Bi W, Shaw C, Van den Veyver I, Beaudet A, et al. Comparison of three whole genome amplification methods for detection of genomic aberrations in single cells. Prenat Diagn. 2016;36:823–30.
Xiong F, Sun M, Zhang X, Cai R, Zhou Y, Lou J, et al. Molecular epidemiological survey of haemoglobinopathies in the Guangxi Zhuang autonomous region of southern China. Clin Genet. 2010;78:139–48.
Xu XM, Zhou YQ, Luo GX, Liao C, Zhou M, Chen PY, et al. The prevalence and spectrum of alpha and beta thalassaemia in Guangdong province: implications for the future health burden and population screening. J Clin Pathol. 2004;57:517–22.
Deleye L, De Coninck D, Dheedene A, De Sutter P, Menten B, Deforce D, et al. Performance of a TthPrimPol-based whole genome amplification kit for copy number alteration detection using massively parallel sequencing. Sci Rep. 2016;6:31825.
Zhang WK, Liu Y, Wang L, Wang H, Ma MY, Xu MN, et al. Clinical application of next-generation sequencing in preimplantation genetic diagnosis cycles for Robertsonian and reciprocal translocations. J Assist Reprod Genet. 2016;33:899–906.
Yan LY, Huang L, Xu LY, Huang J, Ma F, Zhu XH, et al. Live births after simultaneous avoidance of monogenic diseases and chromosome abnormality by next-generation sequencing with linkage analyses. Proc Natl Acad Sci USA. 2015;112:15964–9.
Gorivale M, Sawant P, Mehta P, Nadkarni A, Ghosh K, Colah R. Challenges in prenatal diagnosis of beta thalassaemia: couples with normal HbA2 in one partner. Prenat Diagn. 2015;35:1353–7.
Xiong F, Huang Q, Chen X, Zhou Y, Zhang X, Cai R, et al. A melting curve analysis–based PCR assay for one-step genotyping of beta-thalassemia mutations a multicenter validation. J Mol Diagn. 2011;13:427–35.
Kroneis T, El-Heliebi A. Whole genome amplification of labeled viable single cells suited for array-comparative genomic hybridization. Methods Mol Biol. 2015;1347:233–43.
Voet T, Kumar P, Van Loo P, Cooke SL, Marshall J, Lin ML, et al. Single-cell paired-end genome sequencing reveals structural variation per cell cycle. Nucleic Acids Res. 2013;41:6119–38.
European IVF-Monitoring Consortium (EIM) for the European Society of Human Reproduction and Embryology (ESHRE), Calhaz-Jorge C, de Geyter C, Kupka MS, de Mouzon J, et al. Assisted reproductive technology in Europe, 2012: results generated from European registers by ESHRE. Hum Reprod. 2016;31:1638–52.
Palmer GA, Traeger-Synodinos J, Davies S, Tzetis M, Vrettou C, Mastrominas M, et al. Pregnancies following blastocyst stage transfer in PGD cycles at risk for beta-thalassaemic haemoglobinopathies. Hum Reprod. 2002;17:25–31.
Ling J, Zhuang G, Tazon-Vega B, Zhang C, Cao B, Rosenwaks Z, et al. Evaluation of genome coverage and fidelity of multiple displacement amplification from single cells by SNP array. Mol Hum Reprod. 2009;15:739–47.
Lage JM, Leamon JH, Pejovic T, Hamann S, Lacey M, Dillon D, et al. Whole genome analysis of genetic alterations in small DNA samples using hyperbranched strand displacement amplification and array-CGH. Genome Res. 2003;13:294–307.
Wang G, Maher E, Brennan C, Chin L, Leo C, Kaur M, et al. DNA amplification method tolerant to sample degradation. Genome Res. 2004;14:2357–66.
Scott RT, Upham KM, Forman EJ, Zhao T, Treff NR. Cleavage-stage biopsy significantly impairs human embryonic implantation potential while blastocyst biopsy does not: a randomized and paired clinical trial. Fertil Steril. 2013;100:624–30.
Maheshwari A, Kalampokas T, Davidson J, Bhattacharya S. Obstetric and perinatal outcomes in singleton pregnancies resulting from the transfer of blastocyst-stage versus cleavage-stage embryos generated through in vitro fertilization treatment: a systematic review and meta-analysis. Fertil Steril. 2013;100:1615–21.
Zhang X, Trokoudes KM, Pavlides C. Vitrification of biopsied embryos at cleavage, morula and blastocyst, stage. Reprod Biomed Online. 2009;19:526–31.
Acknowledgements
We are grateful to the Liuzhou Municipal Maternity and Child Healthcare Hospital for helping collect discarded embryos, including cleavage-stage and blastocyst-stage embryos. The study was supported by the Natural Science Foundation of China (code: 31671314, 81370670), Science and Technology Planning Project of Guangzhou (201604020045), and Science and Technology Planning Project of Guangdong Province (2016A020214011).
Author contributions
F.H. and W.Z. conceived the study, participated in the design, carried out the experimental work, and drafted the manuscript. R.C. and T.Y. participated in the sample collection. X.X. conceived the study, participated in the design, and drafted the manuscript. All authors read and approved the final manuscript.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Electronic supplementary material
Rights and permissions
About this article
Cite this article
He, F., Zhou, W., Cai, R. et al. Systematic assessment of the performance of whole-genome amplification for SNP/CNV detection and β-thalassemia genotyping. J Hum Genet 63, 407–416 (2018). https://doi.org/10.1038/s10038-018-0411-5
Received:
Revised:
Accepted:
Published:
Version of record:
Issue date:
DOI: https://doi.org/10.1038/s10038-018-0411-5
This article is cited by
-
ViLR: a novel virtual long read method for breakpoint identification and direct SNP haplotyping in de novo PGT-SR carriers without a proband
Reproductive Biology and Endocrinology (2025)
-
Development of preimplantation genetic testing for monogenic reference materials using next-generation sequencing
BMC Medical Genomics (2024)
-
A long-read sequencing and SNP haplotype-based novel preimplantation genetic testing method for female ADPKD patient with de novo PKD1 mutation
BMC Genomics (2023)
-
Longitudinal clonal tracking in humanized mice reveals sustained polyclonal repopulation of gene-modified human-HSPC despite vector integration bias
Stem Cell Research & Therapy (2021)
-
Single-cell sequencing of the small and AT-skewed genome of malaria parasites
Genome Medicine (2021)


