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APOBEC3A、APOBEC3B、REV1、UNG 和 FHIT 的基因表达与突变谱与癌细胞系对药物治疗的化疗敏感性的相关性。

Correlation of gene expression and associated mutation profiles of APOBEC3A, APOBEC3B, REV1, UNG, and FHIT with chemosensitivity of cancer cell lines to drug treatment.

机构信息

Computational and Systems Biology Branch, Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, 9609 Medical Center Dr, Rockville, MD, 20850, USA.

出版信息

Hum Genomics. 2018 Apr 11;12(1):20. doi: 10.1186/s40246-018-0150-x.

Abstract

BACKGROUND

The APOBEC gene family of cytidine deaminases plays important roles in DNA repair and mRNA editing. In many cancers, APOBEC3B increases the mutation load, generating clusters of closely spaced, single-strand-specific DNA substitutions with a characteristic hypermutation signature. Some studies also suggested a possible involvement of APOBEC3A, REV1, UNG, and FHIT in molecular processes affecting APOBEC mutagenesis. It is important to understand how mutagenic processes linked to the activity of these genes may affect sensitivity of cancer cells to treatment.

RESULTS

We used information from the Cancer Cell Line Encyclopedia and the Genomics of Drug Sensitivity in Cancer resources to examine associations of the prevalence of APOBEC-like motifs and mutational loads with expression of APOBEC3A, APOBEC3B, REV1, UNG, and FHIT and with cell line chemosensitivity to 255 antitumor drugs. Among the five genes, APOBEC3B expression levels were bimodally distributed, whereas expression of APOBEC3A, REV1, UNG, and FHIT was unimodally distributed. The majority of the cell lines had low levels of APOBEC3A expression. The strongest correlations of gene expression levels with mutational loads or with measures of prevalence of APOBEC-like motif counts and kataegis clusters were observed for REV1, UNG, and APOBEC3A. Sensitivity or resistance of cell lines to JQ1, palbociclib, bicalutamide, 17-AAG, TAE684, MEK inhibitors refametinib, PD-0325901, and trametinib and a number of other agents was correlated with candidate gene expression levels or with abundance of APOBEC-like motif clusters in specific cancers or across cancer types.

CONCLUSIONS

We observed correlations of expression levels of the five candidate genes in cell line models with sensitivity to cancer drug treatment. We also noted suggestive correlations between measures of abundance of APOBEC-like sequence motifs with drug sensitivity in small samples of cell lines from individual cancer categories, which require further validation in larger datasets. Molecular mechanisms underlying the links between the activities of the products of each of the five genes, the resulting mutagenic processes, and sensitivity to each category of antitumor agents require further investigation.

摘要

背景

胞嘧啶脱氨酶 APOBEC 基因家族在 DNA 修复和 mRNA 编辑中发挥着重要作用。在许多癌症中,APOBEC3B 增加了突变负荷,产生了具有特征性超突变特征的紧密间隔的单链特异性 DNA 取代簇。一些研究还表明,APOBEC3A、REV1、UNG 和 FHIT 可能参与影响 APOBEC 诱变的分子过程。了解与这些基因活性相关的诱变过程如何影响癌细胞对治疗的敏感性非常重要。

结果

我们利用癌症细胞系百科全书和癌症药物敏感性基因组学资源中的信息,研究了 APOBEC 样基序的流行率和突变负荷与 APOBEC3A、APOBEC3B、REV1、UNG 和 FHIT 的表达以及与 255 种抗肿瘤药物的细胞系化疗敏感性之间的相关性。在这五个基因中,APOBEC3B 的表达水平呈双峰分布,而 APOBEC3A、REV1、UNG 和 FHIT 的表达水平呈单峰分布。大多数细胞系的 APOBEC3A 表达水平较低。REV1、UNG 和 APOBEC3A 的基因表达水平与突变负荷或 APOBEC 样基序计数和 kataegis 簇的流行率的测量值之间存在最强的相关性。细胞系对 JQ1、palbociclib、bicalutamide、17-AAG、TAE684、MEK 抑制剂 refametinib、PD-0325901 和 trametinib 以及许多其他药物的敏感性或耐药性与候选基因表达水平或特定癌症或癌症类型的 APOBEC 样基序簇的丰度相关。

结论

我们观察到细胞系模型中五个候选基因的表达水平与癌症药物治疗的敏感性相关。我们还注意到,在来自单个癌症类别的小样本细胞系中,APOBEC 样序列基序的丰度测量值与药物敏感性之间存在提示性相关性,这需要在更大的数据集进一步验证。五种基因产物的活性、由此产生的诱变过程以及每种抗肿瘤药物类别的敏感性之间的联系的分子机制需要进一步研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3268/5896091/160f2153fc1d/40246_2018_150_Fig1_HTML.jpg

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