A novel algorithm for the detection of microsatellite instability in endometrial cancer using next‑generation sequencing data.

IF 2.5 4区 医学 Q3 ONCOLOGY Oncology Letters Pub Date : 2024-12-03 eCollection Date: 2025-02-01 DOI:10.3892/ol.2024.14832
Bing Zhou, Yu Wang, Lu Ding, Xiaolei Tian, Wu Sun, Wei Zhang, Yin-Hua Liu
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Abstract

The molecular-based detection of microsatellite instability (MSI) in endometrial cancer is complex, due to the low sensitivity of PCR and a lack of standardization in next-generation sequencing (NGS) methods. In the present study, sequenced data were obtained from an NGS panel following the addition of five commonly used microsatellite loci. Subsequently, a novel algorithm, namely MSIPeak, was developed for data analysis. Results of the present study demonstrated that MSI data obtained using MSIPeak were presented in a peak, using a threshold of 1.10 to distinguish stable and unstable loci. MSIPeak was further validated using synthetic DNA samples and endometrial cancer tissue and the results were compared with the immunohistochemical analysis-determined mismatch repair status. The PCR results demonstrated a 3-base-pair (bp) deletion in synthetic DNA samples, compared with 1- and 2-bp deletion controls. Results obtained using MSIPeak demonstrated notable differences in peak profiles and positive scores in synthetic DNA samples with 1-, 2- and 3-bp deletions, compared with controls. Thus, the results of the present study demonstrated that NGS-based MSI detection exhibited a higher sensitivity compared with PCR. In addition, NGS-based MSI detection exhibited higher levels of repeatability and applicability compared with other MSI-NGS-based methods, such as MSISensor2 and MANTIS. Collectively, the results of the present study highlighted that the combination of MSIPeak and NGS exhibits potential in the detection of cancer.

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利用下一代测序数据检测子宫内膜癌微卫星不稳定性的新算法。
由于PCR的低灵敏度和下一代测序(NGS)方法缺乏标准化,基于分子的子宫内膜癌微卫星不稳定性(MSI)检测非常复杂。在本研究中,测序数据是在添加了五个常用的微卫星位点之后从NGS面板获得的。随后,开发了一种新的数据分析算法MSIPeak。本研究的结果表明,使用MSIPeak获得的MSI数据呈现在一个峰值中,使用1.10的阈值来区分稳定和不稳定的位点。使用合成DNA样本和子宫内膜癌组织进一步验证MSIPeak,并将结果与免疫组织化学分析确定的错配修复状态进行比较。PCR结果显示,与1 bp和2 bp缺失对照相比,合成DNA样品中缺失3个碱基对(bp)。使用MSIPeak获得的结果显示,与对照组相比,1-、2-和3-bp缺失的合成DNA样本的峰谱和阳性评分存在显着差异。因此,本研究结果表明,与PCR相比,基于ngs的MSI检测具有更高的灵敏度。此外,与其他基于MSI- ngs的方法(如MSISensor2和MANTIS)相比,基于nsi的MSI检测具有更高的可重复性和适用性。总的来说,本研究的结果强调了MSIPeak和NGS的结合在癌症检测方面具有潜力。
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来源期刊
Oncology Letters
Oncology Letters ONCOLOGY-
CiteScore
5.70
自引率
0.00%
发文量
412
审稿时长
2.0 months
期刊介绍: Oncology Letters is a monthly, peer-reviewed journal, available in print and online, that focuses on all aspects of clinical oncology, as well as in vitro and in vivo experimental model systems relevant to the mechanisms of disease. The principal aim of Oncology Letters is to provide the prompt publication of original studies of high quality that pertain to clinical oncology, chemotherapy, oncogenes, carcinogenesis, metastasis, epidemiology and viral oncology in the form of original research, reviews and case reports.
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