Assay Validation of Cell-Free DNA Shallow Whole-Genome Sequencing to Determine Tumor Fraction in Advanced Cancers

IF 3.4 3区 医学 Q1 PATHOLOGY Journal of Molecular Diagnostics Pub Date : 2024-03-13 DOI:10.1016/j.jmoldx.2024.01.014
Micah Rickles-Young , Gabriel Tinoco , Junko Tsuji , Sam Pollock , Marcy Haynam , Heather Lefebvre , Kristyn Glover , Dwight H. Owen , Katharine A. Collier , Gavin Ha , Viktor A. Adalsteinsson , Carrie Cibulskis , Niall J. Lennon , Daniel G. Stover
{"title":"Assay Validation of Cell-Free DNA Shallow Whole-Genome Sequencing to Determine Tumor Fraction in Advanced Cancers","authors":"Micah Rickles-Young ,&nbsp;Gabriel Tinoco ,&nbsp;Junko Tsuji ,&nbsp;Sam Pollock ,&nbsp;Marcy Haynam ,&nbsp;Heather Lefebvre ,&nbsp;Kristyn Glover ,&nbsp;Dwight H. Owen ,&nbsp;Katharine A. Collier ,&nbsp;Gavin Ha ,&nbsp;Viktor A. Adalsteinsson ,&nbsp;Carrie Cibulskis ,&nbsp;Niall J. Lennon ,&nbsp;Daniel G. Stover","doi":"10.1016/j.jmoldx.2024.01.014","DOIUrl":null,"url":null,"abstract":"<div><p>Blood-based liquid biopsy is increasingly used in clinical care of patients with cancer, and fraction of tumor-derived DNA in circulation (tumor fraction; TFx) has demonstrated clinical validity across multiple cancer types. To determine TFx, shallow whole-genome sequencing of cell-free DNA (cfDNA) can be performed from a single blood sample, using an established computational pipeline (ichorCNA), without prior knowledge of tumor mutations, in a highly cost-effective manner. We describe assay validation of this approach to facilitate broad clinical application, including evaluation of assay sensitivity, precision, repeatability, reproducibility, pre-analytic factors, and DNA quality/quantity. Sensitivity to detect TFx of 3% (lower limit of detection) was 97.2% to 100% at 1× and 0.1× mean sequencing depth, respectively. Precision was demonstrated on distinct sequencing instruments (HiSeqX and NovaSeq) with no observable differences. The assay achieved prespecified 95% agreement of TFx across replicates of the same specimen (repeatability) and duplicate samples in different batches (reproducibility). Comparison of samples collected in EDTA and Streck tubes from single venipuncture in 23 patients demonstrated that EDTA or Streck tubes were comparable if processed within 8 hours. On the basis of a range of DNA inputs (1 to 50 ng), 20 ng cfDNA is the preferred input, with 5 ng minimum acceptable. Overall, this shallow whole-genome sequencing of cfDNA and ichorCNA approach offers sensitive, precise, and reproducible quantitation of TFx, facilitating assay application in clinical cancer care.</p></div>","PeriodicalId":50128,"journal":{"name":"Journal of Molecular Diagnostics","volume":"26 5","pages":"Pages 413-422"},"PeriodicalIF":3.4000,"publicationDate":"2024-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1525157824000527/pdfft?md5=c9933d34a83a021ca1c718cd91c5c493&pid=1-s2.0-S1525157824000527-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Molecular Diagnostics","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1525157824000527","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PATHOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Blood-based liquid biopsy is increasingly used in clinical care of patients with cancer, and fraction of tumor-derived DNA in circulation (tumor fraction; TFx) has demonstrated clinical validity across multiple cancer types. To determine TFx, shallow whole-genome sequencing of cell-free DNA (cfDNA) can be performed from a single blood sample, using an established computational pipeline (ichorCNA), without prior knowledge of tumor mutations, in a highly cost-effective manner. We describe assay validation of this approach to facilitate broad clinical application, including evaluation of assay sensitivity, precision, repeatability, reproducibility, pre-analytic factors, and DNA quality/quantity. Sensitivity to detect TFx of 3% (lower limit of detection) was 97.2% to 100% at 1× and 0.1× mean sequencing depth, respectively. Precision was demonstrated on distinct sequencing instruments (HiSeqX and NovaSeq) with no observable differences. The assay achieved prespecified 95% agreement of TFx across replicates of the same specimen (repeatability) and duplicate samples in different batches (reproducibility). Comparison of samples collected in EDTA and Streck tubes from single venipuncture in 23 patients demonstrated that EDTA or Streck tubes were comparable if processed within 8 hours. On the basis of a range of DNA inputs (1 to 50 ng), 20 ng cfDNA is the preferred input, with 5 ng minimum acceptable. Overall, this shallow whole-genome sequencing of cfDNA and ichorCNA approach offers sensitive, precise, and reproducible quantitation of TFx, facilitating assay application in clinical cancer care.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
无细胞 DNA 浅层全基因组测序测定验证,用于确定晚期癌症中的肿瘤比例
基于血液的 "液体活检 "越来越多地应用于癌症患者的临床治疗,血液循环中肿瘤衍生 DNA 的比例("肿瘤比例",TFx)已在多种癌症类型中证明了临床有效性。为了确定 TFx,可以使用成熟的计算管道(ichorCNA),从单个血液样本中对无细胞 DNA 进行浅层全基因组测序,而无需事先了解肿瘤突变情况,成本效益极高。我们介绍了这种方法的检测验证,以促进广泛的临床应用,包括对检测灵敏度、精确度、可重复性、再现性、分析前因素和 DNA 质量/数量的评估。在平均测序深度为 1 倍和 0.1 倍时,检测 3%(检测下限)TFx 的灵敏度为 97.2%-100%。精度在不同的测序仪器(Illumina HiSeqX 和 NovaSeq)上都得到了验证,无明显差异。在同一样本的重复样本(重复性)和不同批次的重复样本(再现性)中,该测定的 TFx 达到了预先规定的 95% 的一致性。对 23 名患者单次静脉穿刺后用 EDTA 管和 Streck 管采集的样本进行比较后发现,如果在 8 小时内处理,EDTA 管和 Streck 管的效果相当。根据不同的 DNA 输入量(1 毫克-50 毫克),20 毫克 cfDNA 是首选输入量,最低可接受 5 毫克。总之,这种浅层全基因组测序的无细胞DNA和ichorCNA方法提供了灵敏、精确、可重现的TFx定量方法,促进了检测在临床癌症治疗中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
8.10
自引率
2.40%
发文量
143
审稿时长
43 days
期刊介绍: The Journal of Molecular Diagnostics, the official publication of the Association for Molecular Pathology (AMP), co-owned by the American Society for Investigative Pathology (ASIP), seeks to publish high quality original papers on scientific advances in the translation and validation of molecular discoveries in medicine into the clinical diagnostic setting, and the description and application of technological advances in the field of molecular diagnostic medicine. The editors welcome for review articles that contain: novel discoveries or clinicopathologic correlations including studies in oncology, infectious diseases, inherited diseases, predisposition to disease, clinical informatics, or the description of polymorphisms linked to disease states or normal variations; the application of diagnostic methodologies in clinical trials; or the development of new or improved molecular methods which may be applied to diagnosis or monitoring of disease or disease predisposition.
期刊最新文献
Concordance of whole-genome long-read sequencing with standard clinical testing for Prader-Willi and Angelman syndromes. Celebrating 30 Years at the Heart of Precision Medicine. Charting the Genomic Frontier: 25 Years of Evolution and Future Prospects in Molecular Diagnostics for Solid Tumors. A Systematic Method to Detect Next-Generation Sequencing-Based Microsatellite Instability in Plasma Cell-Free DNA: plasmaMSI. Establishing a Variant Allele Frequency Cutoff for Manual Curation of Medical Exome Sequencing Data.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1