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采用 RNA-seq 技术在单核苷酸分辨率下对犬 B 细胞淋巴瘤的突变景观进行分析。

Mutational landscape of canine B-cell lymphoma profiled at single nucleotide resolution by RNA-seq.

机构信息

Department of Comparative Biomedicine and Food Science, University of Padua, Legnaro, Padua, Italy.

Centro Oncologico Veterinario, Sasso Marconi, Bologna, Italy.

出版信息

PLoS One. 2019 Apr 24;14(4):e0215154. doi: 10.1371/journal.pone.0215154. eCollection 2019.

Abstract

The genomic landscape in human B-cell lymphoma has revealed several somatic mutations and potentially relevant germline alterations affecting therapy and prognosis. Also, mutations originally described as somatic aberrations have been shown to confer cancer predisposition when occurring in the germline. The relevance of mutations in canine B-cell lymphoma is scarcely known and gene expression profiling has shown similar molecular signatures among different B-cell histotypes, suggesting other biological mechanisms underlining differences. Here, we present a highly accurate approach to identify single nucleotide variants (SNVs) in RNA-seq data obtained from 62 completely staged canine B-cell lymphomas and 11 normal B-cells used as controls. A customized variant discovery pipeline was applied and SNVs were found in tumors and differentiated for histotype. A number of known and not previously identified SNVs were significantly associated to MAPK signaling pathway, negative regulation of apoptotic process and cell death, B-cell activation, NF-kB and JAK-STAT signaling. Interestingly, no significant genetic fingerprints were found separating diffuse large B-cell lymphoma from indolent lymphomas suggesting that differences of genetic landscape are not the pivotal causative factor of indolent behavior. We also detected several variants in expressed regions of canine B-cell lymphoma and identified SNVs having a direct impact on genes. Using this brand-new approach the consequence of a gene variant is directly associated to expression. Further investigations are in progress to deeply elucidate the mechanisms by which altered genes pathways may drive lymphomagenesis and a higher number of cases is also demanded to confirm this evidence.

摘要

人类 B 细胞淋巴瘤的基因组景观揭示了一些体细胞突变和潜在相关的种系改变,这些改变影响治疗和预后。此外,最初被描述为体细胞异常的突变,当发生在种系中时,已被证明会导致癌症易感性。犬 B 细胞淋巴瘤中突变的相关性知之甚少,基因表达谱分析表明不同 B 细胞组织型之间存在相似的分子特征,这表明存在其他生物学机制导致了差异。在这里,我们提出了一种高精度的方法,用于识别从 62 例完全分期的犬 B 细胞淋巴瘤和 11 例正常 B 细胞中获得的 RNA-seq 数据中的单核苷酸变异 (SNVs),并作为对照。应用了定制的变异发现管道,并在肿瘤中发现了 SNVs,并对其进行了组织型分化。一些已知的和以前未识别的 SNVs 与 MAPK 信号通路、凋亡过程和细胞死亡的负调控、B 细胞激活、NF-kB 和 JAK-STAT 信号通路显著相关。有趣的是,没有发现显著的遗传指纹可以将弥漫性大 B 细胞淋巴瘤与惰性淋巴瘤区分开来,这表明遗传景观的差异不是惰性行为的关键致病因素。我们还在犬 B 细胞淋巴瘤的表达区域中检测到了几个变体,并确定了对基因有直接影响的 SNVs。使用这种全新的方法,基因变异的后果直接与表达相关。进一步的研究正在进行中,以深入阐明改变的基因途径如何驱动淋巴瘤发生,并且还需要更多的病例来证实这一证据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bcdf/6481796/d0629bc59ebb/pone.0215154.g001.jpg

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