Low-pass whole genome sequencing is a reliable and cost-effective approach for copy number variant analysis in the clinical setting

IF 1 4区 生物学 Q4 GENETICS & HEREDITY Annals of Human Genetics Pub Date : 2023-10-09 DOI:10.1111/ahg.12532
Patricia C. Mazzonetto, Darine Villela, Silvia Souza da Costa, Ana C. V. Krepischi, Fernanda Milanezi, Michele P. Migliavacca, Paulo M. Pierry, Adriano Bonaldi, Luiz Gustavo D. Almeida, Camila Alves De Souza, José Eduardo Kroll, Marcelo G. Paula, Rodrigo Guarischi-Sousa, Cristovam Scapulatempo-Neto, Carla Rosenberg
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Abstract

Introduction

Next generation sequencing technology has greatly reduced the cost and time required for sequencing a genome. An approach that is rapidly being adopted as an alternative method for CNV analysis is the low-pass whole genome sequencing (LP-WGS). Here, we evaluated the performance of LP-WGS to detect copy number variants (CNVs) in clinical cytogenetics.

Materials and Methods

DNA samples with known CNVs detected by chromosomal microarray analyses (CMA) were selected for comparison and used as positive controls; our panel included 44 DNA samples (12 prenatal and 32 postnatal), comprising a total of 55 chromosome imbalances. The selected cases were chosen to provide a wide range of clinically relevant CNVs, the vast majority being associated with intellectual disability or recognizable syndromes. The chromosome imbalances ranged in size from 75 kb to 90.3 Mb, including aneuploidies and two cases of mosaicism.

Results

All CNVs were successfully detected by LP-WGS, showing a high level of consistency and robust performance of the sequencing method. Notably, the size of chromosome imbalances detected by CMA and LP-WGS were compatible between the two different platforms, which indicates that the resolution and sensitivity of the LP-WGS approach are at least similar to those provided by CMA.

Discussion

Our data show the potential use of LP-WGS to detect CNVs in clinical diagnosis and confirm the method as an alternative for chromosome imbalances detection. The diagnostic effectiveness and feasibility of LP-WGS, in this technical validation study, were evidenced by a clinically representative dataset of CNVs that allowed a systematic assessment of the detection power and the accuracy of the sequencing approach. Further, since the software used in this study is commercially available, the method can easily be tested and implemented in a routine diagnostic setting.

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低通全基因组测序是在临床环境中进行拷贝数变异分析的一种可靠且具有成本效益的方法。
引言:下一代测序技术大大降低了基因组测序所需的成本和时间。低通全基因组测序(LP-WGS)是一种快速被用作CNV分析的替代方法。在此,我们评估了LP-WGS在临床细胞遗传学中检测拷贝数变异(CNVs)的性能。材料和方法:选择染色体微阵列分析(CMA)检测到的已知CNVs的DNA样本进行比较,并作为阳性对照;我们的小组包括44个DNA样本(12个产前和32个产后),共包括55个染色体失衡。选择这些病例是为了提供广泛的临床相关CNV,绝大多数与智力残疾或可识别的综合征有关。染色体失衡的大小从75kb到90.3Mb不等,包括非整倍体和两例嵌合体。结果:LP-WGS成功检测到所有CNVs,显示出测序方法的高度一致性和稳健性能。值得注意的是,CMA和LP-WGS检测到的染色体失衡的大小在两个不同的平台之间是兼容的,这表明LP-WGS方法的分辨率和灵敏度至少与CMA提供的方法相似。讨论:我们的数据显示了LP-WGS在临床诊断中检测CNVs的潜在用途,并证实了该方法是染色体失衡检测的替代方法。在这项技术验证研究中,LP-WGS的诊断有效性和可行性由CNVs的临床代表性数据集证明,该数据集允许对测序方法的检测能力和准确性进行系统评估。此外,由于本研究中使用的软件是商用的,因此该方法可以很容易地在常规诊断环境中进行测试和实施。
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来源期刊
Annals of Human Genetics
Annals of Human Genetics 生物-遗传学
CiteScore
4.20
自引率
0.00%
发文量
34
审稿时长
3 months
期刊介绍: Annals of Human Genetics publishes material directly concerned with human genetics or the application of scientific principles and techniques to any aspect of human inheritance. Papers that describe work on other species that may be relevant to human genetics will also be considered. Mathematical models should include examples of application to data where possible. Authors are welcome to submit Supporting Information, such as data sets or additional figures or tables, that will not be published in the print edition of the journal, but which will be viewable via the online edition and stored on the website.
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