Abstract 2936: Nanopore adaptive sampling detects nucleotide variants and improves large scale rearrangement characterization for diagnosis of cancer predisposition

IF 3.4 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH ACS Chemical Health & Safety Pub Date : 2024-03-22 DOI:10.1158/1538-7445.am2024-2936
Sandy Chevrier, Corentin Richard, Marie Mille, Denis Bertrand, Michael G B Blum, Nicolas Philippe, R. Boidot
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引用次数: 0

Abstract

Molecular diagnosis has become highly significant for patient management. Facing new challenges to generate more comprehensive data in reduced time and cost, we tested Nanopore (ONT) adaptive sampling to analyze a gene panel for germline predisposition to cancer. We tested 30 clinical germline samples carrying known alterations on BRCA1, BRCA2, PALB2 and MLH1 genes to detect large scale rearrangements (LSR) and single nucleotide variants (SNV). We used adaptive sampling to enrich the full sequence (from promoters to 3’UTR) of 152 cancer predisposition genes on ONT R10.4.1 MinION flowcells and the Q20 chemistry. The analysis was performed using the long-read bioinformatics pipeline developed by SeqOne Genomics. We observed a mean enrichment of 7.85 (3.91-9.85) and a mean coverage on target genes of 14.73X (4.71-35). In our cohort, 11 samples had LSR that were all detected with ONT sequencing. In addition to perfectly detect the locus of the LSR (starts and stops always in intronic regions), we discovered that a known MLPA amplification of exon 13 in the BRCA1 gene was in fact an amplification of both exons 12 and 13. This 2-exon duplication was also confirmed on a patient’s relative, originally diagnosed with an exon 13 duplication as well. Another LSR was a total deletion of the BRCA1 gene. ONT sequencing highlighted this complete deletion of BRCA1 was the consequence of a large deletion of almost 140 kbp carrying 5 different genes (BRCA1, IFI35, NBR2, RND2, and VAT1). ONT sequencing was also able to detect all class-5 SNVs (point mutations and small indel) present in 16 patient samples at low coverage (between 6 and 27X). We faced bioinformatics detection issues for 3 mutations located in homopolymer regions using standard pipelines. These were all confirmed correctly when visualizing the raw data. As we analyzed complete genes and more genes than with short read sequencing, we detected novel unknown variants. To check the reliability of those novel variant by ONT, we wondered whether we could confirm results obtained at a low coverage (10X) with average quality (Phread score >/= 15). For that we randomly selected 8 new variants we analyzed by Sanger sequencing, and all of these were confirmed, suggesting that variants detected with ONT, even at a 10X coverage and a Phread score higher than 15, could be considered as real variants. In conclusion, we showed that ONT adaptive sampling sequencing is suitable for the analysis of germline alterations. It improves the characterization of LSR and is able to detect SNV even at low coverage. Nevertheless, an improvement of bioinformatics detection of variants located in homopolymer regions should be considered. A larger comparison study between ONT adaptive sampling and short read sequencings should be performed on hundreds of samples to adapt international guidelines to third generation sequencing for germline diagnosis. Citation Format: Sandy Chevrier, Corentin Richard, Marie Mille, Denis Bertrand, Michael Blum, Nicolas Philippe, Romain Boidot. Nanopore adaptive sampling detects nucleotide variants and improves large scale rearrangement characterization for diagnosis of cancer predisposition [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 2936.
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摘要 2936:纳米孔自适应采样检测核苷酸变异并改进大规模重排特征描述以诊断癌症易感性
分子诊断对患者管理意义重大。面对以更短的时间和更低的成本生成更全面数据的新挑战,我们测试了纳米孔(ONT)自适应采样来分析癌症种系易感性基因面板。我们测试了 30 个临床种系样本,这些样本携带 BRCA1、BRCA2、PALB2 和 MLH1 基因的已知改变,以检测大规模重排(LSR)和单核苷酸变异(SNV)。我们在 ONT R10.4.1 MinION 流式细胞和 Q20 化学试剂上使用自适应采样富集了 152 个癌症易感基因的全序列(从启动子到 3'UTR)。分析是利用 SeqOne Genomics 开发的长读程生物信息学管道进行的。我们观察到目标基因的平均富集度为 7.85(3.91-9.85),平均覆盖率为 14.73X(4.71-35)。在我们的队列中,有 11 个样本出现了 LSR,而 ONT 测序都检测到了这些 LSR。除了完美检测到 LSR 的位点(起始和终止总是在内含子区)外,我们还发现 BRCA1 基因中一个已知的 13 号外显子的 MLPA 扩增实际上是 12 号和 13 号外显子的扩增。这种双外显子重复也在一名患者的亲属身上得到了证实,该亲属最初也被诊断为 13 号外显子重复。另一个 LSR 是 BRCA1 基因的完全缺失。ONT 测序结果表明,BRCA1 基因的完全缺失是由 5 个不同基因(BRCA1、IFI35、NBR2、RND2 和 VAT1)近 140 kbp 的大缺失造成的。ONT 测序还能以低覆盖率(6 到 27 倍之间)检测到 16 个患者样本中存在的所有 5 级 SNV(点突变和小缺失)。我们在使用标准管道检测位于同源多聚物区域的 3 个突变时遇到了生物信息学检测问题。在对原始数据进行可视化时,这些问题都得到了正确的确认。与短读测序相比,我们分析了完整基因和更多基因,因此检测到了新的未知变异。为了检验 ONT 检测到的这些新变异的可靠性,我们想知道是否能确认在低覆盖率(10 倍)和平均质量(Phread 分数 >/= 15)条件下获得的结果。为此,我们随机选取了 8 个通过 Sanger 测序分析的新变异,结果全部得到了证实,这表明用 ONT 检测到的变异,即使是在 10 倍覆盖率和 Phread 分数高于 15 的情况下,也可被视为真正的变异。总之,我们发现 ONT 自适应采样测序适用于分析种系变异。它改善了 LSR 的特征,即使在低覆盖率下也能检测到 SNV。不过,应考虑改进生物信息学对位于同源多聚物区域的变异的检测。应在数百个样本上对ONT自适应采样和短读测序进行更大规模的比较研究,以便使国际指南适应用于种系诊断的第三代测序。引用格式:Sandy Chevrier, Corentin Richard, Marie Mille, Denis Bertrand, Michael Blum, Nicolas Philippe, Romain Boidot.纳米孔自适应采样检测核苷酸变异并改善大规模重排特征,用于癌症易感性诊断[摘要]。In:美国癌症研究协会 2024 年年会论文集;第 1 部分(常规摘要);2024 年 4 月 5-10 日;加利福尼亚州圣地亚哥。费城(宾夕法尼亚州):AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 2936.
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来源期刊
ACS Chemical Health & Safety
ACS Chemical Health & Safety PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
CiteScore
3.10
自引率
20.00%
发文量
63
期刊介绍: The Journal of Chemical Health and Safety focuses on news, information, and ideas relating to issues and advances in chemical health and safety. The Journal of Chemical Health and Safety covers up-to-the minute, in-depth views of safety issues ranging from OSHA and EPA regulations to the safe handling of hazardous waste, from the latest innovations in effective chemical hygiene practices to the courts'' most recent rulings on safety-related lawsuits. The Journal of Chemical Health and Safety presents real-world information that health, safety and environmental professionals and others responsible for the safety of their workplaces can put to use right away, identifying potential and developing safety concerns before they do real harm.
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