深入研究结肠癌中的热解相关基因和免疫浸润。

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-10-29 eCollection Date: 2024-01-01 DOI:10.7717/peerj.18374
Bingbing Shang, Haiyan Qiao, Liang Wang, Jingyu Wang
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引用次数: 0

摘要

背景:化脓性坏死是一种调节性坏死,发生在许多细胞和组织类型中,在肿瘤进展中起着至关重要的作用。人们已广泛研究了热解相关基因(PRGs)在结肠癌中的诊断价值。在本研究中,我们探讨了 PRG 表达与结肠癌之间的关系:我们从 UCSC Xena 数据库中检索了与癌症基因组图谱-结肠腺癌相关的基因组和临床数据,并从 GENCODE 数据门户中检索了相应的基因组注释信息。利用这些数据和 33 个热原基因列表,我们进行了主成分分析和无监督聚类分析,以评估热原亚型。我们分析了这些亚型之间的差异表达,以获得 PRGs,最终选出了 10 个 PRGs。我们对这些PRGs进行了基因本体、京都基因和基因组百科全书、基因组变异分析、蛋白-蛋白相互作用和免疫浸润分析。我们通过免疫组织化学(IHC)和实时定量 PCR 验证了 TNNC1 的表达:经过严格筛选,排除了生存数据不完整和转录组不匹配的患者,我们将研究队列细化为 431 例患者。我们进行了差异 mRNA 分析,发现了 445 个 PRGs,其中 10 个被选为枢纽基因。这些基因与各种免疫细胞类型相关。具体来说,TNNC1的表达与未成熟树突状细胞和NK CD56+细胞呈正相关。IHC 染色显示肿瘤样本中 TNNC1 的表达水平较高。值得注意的是,TNNC1在所有结肠癌细胞系中的表达水平都很高,尤其是在SW480细胞中:在这项研究中,我们探讨了结肠癌中 PRGs 的特征,发现了结肠癌早期个体化治疗和准确诊断的新型生物靶点,从而为临床肿瘤学的发展做出了贡献。
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In-depth study of pyroptosis-related genes and immune infiltration in colon cancer.

Background: Pyroptosis is a form of regulated necrosis that occurs in many cell and tissue types and plays a critical role in tumor progression. The diagnostic value of pyroptosis-related genes (PRGs) in colon cancer has been widely investigated. In the present study, we explored the relationship between PRG expression and colon cancer.

Methods: We retrieved genomic and clinical data pertaining to The Cancer Genome Atlas-Colon Adenocarcinoma from the UCSC Xena database, along with the corresponding genome annotation information from the GENCODE data portal. Utilising these data and a list of 33 pyrogenic genes, we performed principal component analysis and unsupervised clustering analysis to assess the pyroptosis subtypes. We analysed the differential expression between these subtypes to obtain PRGs, ultimately selecting 10 PRGs. We conducted Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, gene set variation analysis, protein-protein interaction, and immune infiltration analyses of these PRGs. We validated the expression of TNNC1 via immunohistochemistry (IHC) and real-time quantitative PCR.

Results: After rigorous screening, excluding patients with incomplete survival data and unmatched transcriptomes, we refined our study cohort to 431 patients. We performed differential mRNA analysis and identified 445 PRGs, 10 of which were selected as hub genes. These genes were associated with various immune cell types. Specifically, TNNC1 expression was positively associated with immature dendritic cells and NK CD56+ cells. IHC staining indicated higher TNNC1 expression levels in tumor samples. Notably, TNNC1 expression levels were high in all the colon cancer cell lines, particularly in SW480 cells.

Conclusion: In this study, we explored the characteristics of PRGs in colon cancer and identified novel biological targets for early individualised treatment and accurate diagnosis of colon cancer, thus contributing to the advancement of clinical oncology.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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