PO.BCS01.03 · 生物信息与计算

癌症细胞系对Complex I突变的剂量依赖性适应

Dosage-dependent adaptations to Complex I mutations in cancer cell lines

海报缩略图:癌症细胞系对Complex I突变的剂量依赖性适应
编号 2680 展板 5 时间 4/20 02:00–05:00 区域 Section 1 主讲 Neil Ruthen, BA
分会场 Application of Bioinformatics to Cancer Biology 3
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作者与单位 Authors & Affiliations

Neil Ruthen1, Ziad El Bakouny2, Amy Shepherd3, Sonia Boscenco1, Benan Nalbant2, Caleb Lareau2, Payam Gammage4, Ed Reznik2

1Weill Cornell Grad. School of Medical Sci., New York, NY,2Memorial Sloan Kettering Cancer Center, New York, NY,3Cancer Research UK Scotland Institute, Glasgow, United Kingdom,4Payam Gammage (Individual), Glasgow, United Kingdom

摘要 Abstract

中文摘要
对电子传递链的化学或遗传扰动可引发细胞状态的深刻变化。然而,异质性mtDNA突变(在癌细胞中受到正向选择,且仅存在于总mtDNA库的一部分中)是否促进剂量依赖性的转录或表观遗传适应,尚属未知。为表征此类突变如何影响癌细胞表型,我们对代表五种组织类型、使用TALE-ddBCEs工程改造携带m.12426G>A Complex I突变的九种小鼠癌症细胞系进行了单细胞DOGMA-seq分析。每种细胞系均表现出全范围的异质性水平,从而能够应用连续模型来描述基因表达或可及性与异质性水平之间的定量关系。运用meta分析技术,我们识别出在各细胞系中随异质性水平升高而表现出一致、统计学显著转录适应的基因。有两条通路对谱系无关的转录适应特别富集:糖酵解和铁反应转录元件。鉴于已有报道称携带大片段mtDNA缺失的细胞中存在非单调、阈值触发的基因表达模式,我们探究了基因表达是否随异质性Complex I突变呈非线性变化,以及阈值触发效应是否在各细胞系中保守。借助分段回归技术,我们识别出数百个阈值触发基因,其中绝大多数在异质性水平超过推断阈值时转录更为频繁。这些结果暗示存在对Complex I突变异质性的保守适应,并描述了真正的线粒体阈值效应。
查看英文原文 English abstract
Chemical or genetic perturbations of the electron transport chain can evoke profound changes in cellular state. However, whether heteroplasmic mtDNA mutations, which are positively selected in cancer cells and present only in a fraction of the total mtDNA pool, promote dosage-dependent transcriptional or epigenetic adaptations is unknown. To characterize how such mutations impact cancer cell phenotypes, we performed single-cell DOGMA-seq profiling of nine murine cancer cell lines representing five tissue types engineered with m.12426G>A Complex I mutations using TALE-ddBCEs. Each cell line exhibits a full range of heteroplasies, enabling the application of continuous models to describe the quantitative relationship between gene expression or accessibility and heteroplasmy. Using meta-analysis techniques, we identified genes that show consistent, statistically significant transcriptional adaptation with increasing heteroplasmy across cell lines. Two pathways were particularly enriched for lineage-agnostic transcriptional adaptations: glycolysis and iron-response transcriptional elements. Given that non-monotonic, threshold-triggered gene expression patterns have been reported in cells with large mtDNA deletions, we asked whether gene expressions varied non-linearly with respect to heteroplasmic Complex I mutations and whether threshold-triggered effects were conserved across cell lines. Leveraging segmented regression techniques, we identified hundreds of threshold-triggered genes, of which the overwhelming majority are transcribed more frequently when heteroplasmy levels exceed the inferred threshold. These results imply the existence of conserved adaptations to Complex I mutation heteroplasmy and describe bona fide mitochondrial threshold effects.
利益披露 Disclosure
N. Ruthen, None.. A. Shepherd, None.. S. Boscenco, None.. B. Nalbant, None. C. Lareau, Cartography Biosciences Other, Equity; Professional Services and Activities. E. Reznik, None.

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