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使用双端读取方向评估捕获Hi-C中的技术偏差。

Using paired-end read orientations to assess technical biases in capture Hi-C.

作者信息

Hansen Peter, Blau Hannah, Hecht Jochen, Karlebach Guy, Krannich Alexander, Steinhaus Robin, Truss Matthias, Robinson Peter N

机构信息

The Robinson Lab, The Jackson Laboratory for Genomic Medicine, 10 Discovery Drive, 06032, Connecticut, USA.

The Robinson Lab, Berlin Institute of Health, Luisenstr. 65, 10117, Berlin, Germany.

出版信息

NAR Genom Bioinform. 2024 Dec 4;6(4):lqae156. doi: 10.1093/nargab/lqae156. eCollection 2024 Dec.

Abstract

Hi-C and capture Hi-C (CHi-C) both leverage paired-end sequencing of chimeric fragments to gauge the strength of interactions based on the total number of paired-end reads mapped to a common pair of restriction fragments. Mapped paired-end reads can have four relative orientations, depending on the genomic positions and strands of the two reads. We assigned one paired-end read orientation to each of the four possible re-ligations that can occur between two given restriction fragments. In a large hematopoietic cell dataset, we determined the read pair counts of interactions separately for each orientation. Interactions with imbalances in the counts occur much more often than expected by chance for both Hi-C and CHi-C. Based on such imbalances, we identified target restriction fragments enriched at only one instead of both ends. By matching them to the baits used for the experiments, we confirmed our assignment of paired-end read orientations and gained insights that can inform bait design. An analysis of unbaited fragments shows that, beyond bait effects, other known types of technical biases are reflected in count imbalances. Taking advantage of distance-dependent contact frequencies, we assessed the impact of such biases. Our results have the potential to improve the design and interpretation of CHi-C experiments.

摘要

Hi-C和捕获Hi-C(CHi-C)都利用嵌合片段的双末端测序,根据映射到一对共同限制性片段上的双末端读数总数来衡量相互作用的强度。根据两条读数的基因组位置和链,映射的双末端读数可以有四种相对方向。我们为两个给定限制性片段之间可能发生的四种可能的重新连接分别指定了一种双末端读数方向。在一个大型造血细胞数据集中,我们分别确定了每个方向相互作用的读数对计数。对于Hi-C和CHi-C,计数不平衡的相互作用出现的频率比随机预期的要高得多。基于这种不平衡,我们鉴定出仅在一端而非两端富集的目标限制性片段。通过将它们与实验中使用的诱饵相匹配,我们证实了双末端读数方向的分配,并获得了可指导诱饵设计的见解。对未使用诱饵的片段的分析表明,除了诱饵效应外,其他已知类型的技术偏差也反映在计数不平衡中。利用距离依赖性接触频率,我们评估了此类偏差的影响。我们的结果有可能改进CHi-C实验的设计和解释。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2286/11630073/67a2ca7e6241/lqae156fig1.jpg

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