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2
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1
DNA methylation changes from primary cultures through senescence-bypass in Syrian hamster fetal cells initially exposed to benzo[a]pyrene.叙利亚仓鼠胎儿细胞最初暴露于苯并[a]芘后,从原代培养到衰老旁路过程中的DNA甲基化变化。
Toxicology. 2023 Mar 15;487:153451. doi: 10.1016/j.tox.2023.153451. Epub 2023 Feb 6.
2
Characterization of KDM5 lysine demethylase family substrate preference and identification of novel substrates.KDM5 赖氨酸去甲基酶家族底物特异性的表征及新型底物的鉴定。
J Biochem. 2022 Dec 27;173(1):31-42. doi: 10.1093/jb/mvac081.
3
R-ODAF: Omics data analysis framework for regulatory application.R-ODAF:用于监管应用的组学数据分析框架。
Regul Toxicol Pharmacol. 2022 Jun;131:105143. doi: 10.1016/j.yrtph.2022.105143. Epub 2022 Mar 3.
4
Syrian hamsters as a small animal model for SARS-CoV-2 infection and countermeasure development.叙利亚仓鼠作为 SARS-CoV-2 感染及对策研发的小动物模型。
Proc Natl Acad Sci U S A. 2020 Jul 14;117(28):16587-16595. doi: 10.1073/pnas.2009799117. Epub 2020 Jun 22.
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Bioinformatics. 2018 Sep 1;34(17):i884-i890. doi: 10.1093/bioinformatics/bty560.
6
Syrian Hamster as an Animal Model for the Study of Human Influenza Virus Infection.叙利亚仓鼠作为人类流感病毒感染研究的动物模型。
J Virol. 2018 Jan 30;92(4). doi: 10.1128/JVI.01693-17. Print 2018 Feb 15.
7
False discovery rates: a new deal.错误发现率:一项新举措。
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Genome Biol. 2014;15(12):550. doi: 10.1186/s13059-014-0550-8.
10
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Genome Biol. 2012 Oct 3;13(10):R87. doi: 10.1186/gb-2012-13-10-r87.

叙利亚金仓鼠胎儿细胞培养物中5-氮杂-2'-脱氧胞苷诱导的DNA甲基化和基因表达变化数据集。

Dataset on DNA methylation and gene expression changes induced by 5-aza-2'-deoxycytidine in Syrian golden hamster fetal cell cultures.

作者信息

Meier Matthew J, Cummings-Lorbetskie Cathy, Rowan-Carroll Andrea, Desaulniers Daniel

机构信息

Environmental Health Science and Research Bureau, Health Canada, Ottawa, ON K1A 0K9, Canada.

出版信息

Data Brief. 2023 Mar 28;48:109097. doi: 10.1016/j.dib.2023.109097. eCollection 2023 Jun.

DOI:10.1016/j.dib.2023.109097
PMID:37077652
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10106495/
Abstract

The Syrian hamster (SH) is an animal model used in virology, toxicology, and carcinogenesis, where a better understanding of epigenetic mechanisms is required. Finding genetic loci regulated by DNA methylation may assist in the development of DNA methylation-based assays for the identification of carcinogens. This dataset informs on the regulation of gene expression by DNA methylation. Primary cultures of SH male fetal cells (sex determined by differences in loci on the X and Y chromosome) were exposed for 7 days to the carcinogen benzo[]pyrene (20 µM) from which a morphologically transformed colony was collected and reseeded. The colony bypassed senescence and sustained growth. After 210 days of culture, the cells were collected and divided in 16 aliquots to create 4 experimental groups to test the effects of the DNA methylation inhibitor 5-aza-2'-deoxycytidine (5adC). The experiment was initiated 24 h after cell seeding in 10 cm plates. The groups are naïve cells (N), cells exposed for 48 h to either 0.05% DMSO as vehicle (V), or to 5adC at 1 µM and 5 µM. DNA and RNA libraries were sequenced on an Illumina NextSeq 500. Gene expression was analysed by RNAseq and differentially methylated DNA regions (DMRs: clusters of 200 base pairs (bp), read depth >20, q< 0.05, methylation difference >|25%|) were identified by reduce representation bisulfite sequencing (RRBS). Global genome DNA methylation was similar between the N (mean±SD, 47.3%±0.02) and V groups (47.3%±0.01). Although 5adC reduced methylation, the reduction was larger in the 1 µM (39.2%±0.002) than in the 5 µM group (44.3%±0.01). 5adC induced a total of 612 and 190 DMRs by 1 µM and 5 µM, among which 79 and 23 were in the promoter regions (±3,000 bp from the transcription start site), respectively. 5adC induced a total of 1,170 and 1,797 differentially expressed genes (DEGs) by 1 µM and 5 µM, respectively. The 5 µM treatment induced statistically significant toxicity (% cell viability: group N 97%±8, V 98.8%±1.3, 1 µM 97.3%±0.5, 5 µM 93.8%±1.5), which perhaps reduced cell division and daughter cell numbers with inherited changes in methylation, but increased number of DEGs due to both toxicity and methylation changes. As usually observed in the literature, a small portion of DEGs (4% and 4% at 1 µM and 5 µM, respectively) are associated with DMRs in their promoters. These promoter DMRs by themselves are sufficient among other epigenetic marks to induce DEGs. The dataset provides the genomic coordinates of the DMRs and an opportunity to further examine their roles in distal putative promoters or enhancers (yet to be described in the SH) in contributing to gene expression changes, senescence bypass and sustained proliferation as essential carcinogenic events (see companion paper [1]). Finally, this experiment confirms the possibility in future experiments to use 5adC as a positive control for effects on DNA methylation in cells derived from SH.

摘要

叙利亚仓鼠(SH)是一种用于病毒学、毒理学和致癌作用研究的动物模型,在这些研究中需要更好地理解表观遗传机制。寻找受DNA甲基化调控的基因座可能有助于开发基于DNA甲基化的致癌物鉴定检测方法。该数据集提供了关于DNA甲基化对基因表达调控的信息。将SH雄性胎儿细胞的原代培养物(其性别由X和Y染色体上的基因座差异决定)暴露于致癌物苯并[a]芘(20 μM)7天,从中收集一个形态转化的集落并重新接种。该集落绕过衰老并持续生长。培养210天后,收集细胞并分成16份,创建4个实验组以测试DNA甲基化抑制剂5-氮杂-2'-脱氧胞苷(5adC)的作用。在将细胞接种到10 cm培养皿中24小时后开始实验。这些组分别是未处理细胞(N)、暴露于作为溶剂的0.05%二甲基亚砜(DMSO)48小时的细胞(V)、暴露于1 μM和5 μM 5adC的细胞。DNA和RNA文库在Illumina NextSeq 500上进行测序。通过RNAseq分析基因表达,并通过简化代表性亚硫酸氢盐测序(RRBS)鉴定差异甲基化DNA区域(DMRs:200个碱基对(bp)的簇,读取深度>20,q<0.05,甲基化差异>|25%|)。N组(平均值±标准差,47.3%±0.02)和V组(47.3%±0.01)之间的全基因组DNA甲基化相似。尽管5adC降低了甲基化,但1 μM组(39.2%±0.002)的降低幅度大于5 μM组(44.3%±0.01)。1 μM和5 μM的5adC分别诱导了612个和190个DMRs,其中79个和23个分别位于启动子区域(转录起始位点±3000 bp)。1 μM和5 μM的5adC分别诱导了1170个和1797个差异表达基因(DEGs)。5 μM处理诱导了具有统计学意义的毒性(细胞活力百分比:N组97%±8,V组98.8%±1.3,1 μM组97.3%±0.5,5 μM组93.8%±1.5),这可能减少了细胞分裂和子代细胞数量以及甲基化的遗传变化,但由于毒性和甲基化变化导致DEGs数量增加。正如文献中通常观察到的那样,一小部分DEGs(1 μM和5 μM时分别为4%)与其启动子中的DMRs相关。这些启动子DMRs本身在其他表观遗传标记中足以诱导DEGs。该数据集提供了DMRs的基因组坐标,并为进一步研究它们在远端假定启动子或增强子(在SH中尚未描述)中对基因表达变化、衰老绕过和持续增殖作为基本致癌事件的贡献提供了机会(见配套论文[1])。最后,该实验证实了在未来实验中使用5adC作为对源自SH的细胞中DNA甲基化影响的阳性对照的可能性。