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用于指导 MutaMouse 肝脏和骨髓 Duplex Sequencing 研究设计的功效分析。

Power analyses to inform Duplex Sequencing study designs for MutaMouse liver and bone marrow.

机构信息

Department of Biology, University of Ottawa, Ottawa, Ontario, Canada.

Environmental Health Science and Research Bureau, Health Canada, Ottawa, Ontario, Canada.

出版信息

Environ Mol Mutagen. 2024 Oct;65(8):234-242. doi: 10.1002/em.22619. Epub 2024 Sep 12.

DOI:10.1002/em.22619
PMID:39267335
Abstract

Regulatory genetic toxicology testing is essential for identifying potentially mutagenic hazards. Duplex Sequencing (DS) is an error-corrected next-generation sequencing technology that provides substantial advantages for mutation analysis over conventional mutagenicity assays including: improved accuracy of mutation detection, ability to measure changes in mutation spectrum, and applicability across diverse biological models. To apply DS for regulatory toxicology testing, power analyses are required to determine suitable sample sizes and study designs. In this study, we explored study designs to achieve sufficient power for various effect sizes in chemical mutagenicity assessment. We collected data from MutaMouse bone marrow and liver samples that were analyzed by DS using TwinStrand's Mouse Mutagenesis Panel. Average duplex reads achieved in two separates studies on liver and bone marrow were 8.4 × 10 (± 7.4 × 10) and 9.5 × 10 (± 1.0 × 10), respectively. Baseline mean mutation frequencies (MF) were 4.6 × 10 (± 6.7 × 10) and 4.6 × 10 (± 1.1 × 10), with estimated standard deviations for the animal-to-animal random effect of 0.15 and 0.20, for liver and bone marrow, respectively. We conducted simulation analyses based on these empirically derived parameters. We found that a sample size of four animals per group is sufficient to obtain over 80% power to detect a two-fold change in MF relative to baseline. In addition, we estimated the minimal total number of informative duplex bases sequenced with different sample sizes required to retain power for various effect sizes. Our work provides foundational data for establishing suitable study designs for mutagenicity testing using DS.

摘要

监管遗传毒理学测试对于识别潜在的致突变危害至关重要。双串联测序(DS)是一种经过纠错的下一代测序技术,与传统的致突变性检测相比,它在突变分析方面具有显著优势,包括:提高突变检测的准确性、能够测量突变谱的变化,以及适用于各种生物模型。为了将 DS 应用于监管毒理学测试,需要进行功效分析以确定合适的样本量和研究设计。在这项研究中,我们探讨了研究设计,以实现化学致突变性评估中各种效应大小的足够功效。我们收集了来自 MutaMouse 骨髓和肝脏样本的数据,这些数据通过 TwinStrand 的 Mouse Mutagenesis Panel 进行了 DS 分析。在两个单独的肝脏和骨髓研究中,平均双串联读取数分别为 8.4×10(±7.4×10)和 9.5×10(±1.0×10)。基线平均突变频率(MF)分别为 4.6×10(±6.7×10)和 4.6×10(±1.1×10),动物间随机效应的估计标准差分别为 0.15 和 0.20,分别用于肝脏和骨髓。我们根据这些经验得出的参数进行了模拟分析。我们发现,每组四个动物的样本量足以获得超过 80%的功效,以检测相对于基线的 MF 两倍变化。此外,我们还估计了在不同样本量下需要测序的最小信息量双串联碱基数量,以保留各种效应大小的功效。我们的工作为使用 DS 进行致突变性测试建立合适的研究设计提供了基础数据。

相似文献

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Power analyses to inform Duplex Sequencing study designs for MutaMouse liver and bone marrow.用于指导 MutaMouse 肝脏和骨髓 Duplex Sequencing 研究设计的功效分析。
Environ Mol Mutagen. 2024 Oct;65(8):234-242. doi: 10.1002/em.22619. Epub 2024 Sep 12.
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Duplex sequencing provides detailed characterization of mutation frequencies and spectra in the bone marrow of MutaMouse males exposed to procarbazine hydrochloride.双脱氧测序技术为研究给予盐酸普卡必利的雄性 MutaMouse 骨髓中的突变频率和突变谱提供了详细的特征描述。
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The development and prevalidation of an in vitro mutagenicity assay based on MutaMouse primary hepatocytes, Part II: Assay performance for the identification of mutagenic chemicals.基于MutaMouse原代肝细胞的体外致突变性试验的开发与预验证,第二部分:用于鉴定致突变化学物质的试验性能。
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Relative activities of methyl methanesulphonate (MMS) as a genotoxin, clastogen and gene mutagen to the liver and bone marrow of MutaMouse mice.甲磺酸甲酯(MMS)作为基因毒素、染色体断裂剂和基因诱变剂对突变小鼠肝脏和骨髓的相对活性。
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Evaluating the mutagenicity of N-nitrosodimethylamine in 2D and 3D HepaRG cell cultures using error-corrected next generation sequencing.使用纠错的下一代测序技术评估 N-亚硝基二甲胺在 2D 和 3D HepaRG 细胞培养物中的致突变性。
Arch Toxicol. 2024 Jun;98(6):1919-1935. doi: 10.1007/s00204-024-03731-4. Epub 2024 Apr 7.
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Error-corrected duplex sequencing enables direct detection and quantification of mutations in human TK6 cells with strong inter-laboratory consistency.纠错双测序能够直接检测和定量具有强实验室间一致性的人 TK6 细胞中的突变。
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Adopting duplex sequencing technology for genetic toxicity testing: A proof-of-concept mutagenesis experiment with N-ethyl-N-nitrosourea (ENU)-exposed rats.采用双测序技术进行遗传毒性测试:以 N-乙基-N-亚硝脲(ENU)暴露大鼠为模型的诱变实验。
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The 28 + 28 day design is an effective sampling time for analyzing mutant frequencies in rapidly proliferating tissues of MutaMouse animals.28+28 天设计是分析 MutaMouse 动物快速增殖组织中突变体频率的有效采样时间。
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引用本文的文献

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Alignment between Duplex Sequencing and transgenic rodent mutation assay data in the assessment of in vivo NDMA-induced mutagenesis.在评估体内N-亚硝基二甲胺(NDMA)诱导的诱变作用时,双链测序与转基因啮齿动物突变试验数据之间的比对。
Arch Toxicol. 2025 Jul 17. doi: 10.1007/s00204-025-04121-0.
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Aflatoxin B-Induced Hepatic Mutagenesis in Mice Expressing Gene-Edited Neil1.黄曲霉毒素B诱导表达基因编辑的Neil1的小鼠发生肝脏诱变。
Environ Mol Mutagen. 2025 Apr;66(4):144-154. doi: 10.1002/em.70014. Epub 2025 May 8.
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Duplex sequencing identifies unique characteristics of ENU-induced mutations in male mouse germ cells†.
双链测序鉴定雄性小鼠生殖细胞中ENU诱导突变的独特特征†
Biol Reprod. 2025 May 13;112(5):1015-1027. doi: 10.1093/biolre/ioaf029.