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RNA测序结果揭示了外周T细胞淋巴瘤化疗耐药过程中不同基因和信号通路的表达情况。

The RNA sequencing results revealed the expression of different genes and signaling pathways during chemotherapy resistance in peripheral T-cell lymphoma.

作者信息

Lan Yunyi, Tao Wei, Ma Luyao, Wang Xiaoxiong, Li Hongsheng, Du Yaxi, Yang Ruijiao, Wu Shunxian, Ou Yingxin, Liu Xin, Huang Yunchao, Zhou Yongchun

机构信息

Molecular Diagnostic Center, The Third Affiliated Hospital of Kunming Medical University, Kunming, China.

International Joint Laboratory On High Altitude Regional Cancer, Kunming, China.

出版信息

BMC Med Genomics. 2024 Mar 11;17(1):74. doi: 10.1186/s12920-024-01842-6.

Abstract

BACKGROUND

Peripheral T-cell lymphoma (PTCL) is a subtype of non-Hodgkin's lymphoma that occurs primarily at extranodal sites and is commonly treated using chemotherapy and radiotherapy. PTCL is more malignant than other lymphoid tumors, resulting in a poor prognosis.The 5-year recurrence rate remains high, and there is a lack of standard treatment for patients with relapse-resistant disease. However, the molecular mechanisms underlying the resistance of peripheral T-cell lymphoma cells to chemotherapeutic drugs, as well as identifying strategies to overcome drug resistance remains unclear. In this study, we aimed to identify pivotal genes and signaling pathways associated with chemotherapy resistance in PTCL.

METHODS

In this study, a total of 5 healthy controls and 7 clinical patients were enrolled; 4 patients were classified as chemotherapy sensitive, and 3 patients were classified as chemotherapy resistant. Peripheral blood samples were collected from each participant, and total RNA was extracted from the white blood cells. RNA sequencing was conducted on the Illumina HiSeq platform to obtain comprehensive gene expression profiles. Subsequently, the expression patterns of the DEGs associated with the most enriched signaling pathways, with a special focus on cancer-related genes, were validated using quantitative real-time polymerase chain reaction (qRT-PCR) in peripheral TCL patients.

RESULTS

RNA sequencing (RNA-seq) analysis revealed 4063 differentially expressed genes (DEGs) in peripheral T-cell lymphoma specimens from patients with chemotherapy resistance, of which 1128 were upregulated and 2935 were downregulated. Subsequent quantitative gene expression analysis confirmed a differential expression pattern in all the libraries, with 9 downregulated genes and 10 upregulated genes validated through quantitative real-time PCR in 6 clinical specimens from patients with chemotherapy resistance. KEGG pathway analysis revealed significant alterations in several pathways, with 6 downregulated pathways and 9 upregulated pathways enriched in the DEGs. Notably, the TNF signaling pathway, which is extensively regulated, was among the pathways that exhibited significant changes. These findings suggest that DEGs and the TNF signaling pathway may play crucial roles in chemotherapy resistance in peripheral T-cell lymphoma.

CONCLUSION

Our study revealed that the expression of specific genes, including TNFRSF1B, TRADD2, and MAP3K7, may play an important role in chemotherapy resistance in peripheral T-cell lymphoma. Moreover, we identified the downregulation of the TNF signaling pathway, a crucial pathway involved in cell survival, death, and differentiation, as a potential contributor to the development of chemotherapy resistance in peripheral T-cell lymphoma. These findings provide valuable insights into the molecular mechanisms underlying chemotherapy resistance and highlight potential targets for overcoming treatment resistance in this challenging disease.

摘要

背景

外周T细胞淋巴瘤(PTCL)是非霍奇金淋巴瘤的一种亚型,主要发生于结外部位,通常采用化疗和放疗进行治疗。PTCL比其他淋巴肿瘤恶性程度更高,预后较差。5年复发率仍然很高,对于复发难治性疾病患者缺乏标准治疗方法。然而,外周T细胞淋巴瘤细胞对化疗药物耐药的分子机制以及确定克服耐药性的策略仍不清楚。在本研究中,我们旨在确定与PTCL化疗耐药相关的关键基因和信号通路。

方法

本研究共纳入5名健康对照者和7名临床患者;4名患者被归类为化疗敏感,3名患者被归类为化疗耐药。从每位参与者采集外周血样本,从白细胞中提取总RNA。在Illumina HiSeq平台上进行RNA测序以获得全面的基因表达谱。随后,使用定量实时聚合酶链反应(qRT-PCR)在外周TCL患者中验证与最富集信号通路相关的差异表达基因(DEG)的表达模式,特别关注癌症相关基因。

结果

RNA测序(RNA-seq)分析显示,化疗耐药患者外周T细胞淋巴瘤标本中有4063个差异表达基因(DEG),其中1128个上调,2935个下调。随后的定量基因表达分析证实了所有文库中的差异表达模式,通过定量实时PCR在6例化疗耐药患者的临床标本中验证了9个下调基因和10个上调基因。KEGG通路分析显示几个通路有显著改变,在DEG中富集了6个下调通路和9个上调通路。值得注意的是,受到广泛调控的TNF信号通路是表现出显著变化的通路之一。这些发现表明DEG和TNF信号通路可能在PTCL化疗耐药中起关键作用。

结论

我们的研究表明,包括TNFRSF1B、TRADD2和MAP3K7在内的特定基因的表达可能在PTCL化疗耐药中起重要作用。此外,我们确定了TNF信号通路的下调,这是一个参与细胞存活、死亡和分化的关键通路,是外周T细胞淋巴瘤化疗耐药发展的潜在因素。这些发现为化疗耐药的分子机制提供了有价值的见解,并突出了在这种具有挑战性的疾病中克服治疗耐药性的潜在靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb42/10929086/ad5372b608c6/12920_2024_1842_Fig1_HTML.jpg

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