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利用生物信息学方法阐明韩国结直肠癌患者腺瘤-癌序列的免疫学特征。

Elucidating immunological characteristics of the adenoma-carcinoma sequence in colorectal cancer patients in South Korea using a bioinformatics approach.

机构信息

Department of Life Sciences, Dongguk University, Seoul, 04620, South Korea.

Division of AI Software Convergence, Dongguk University-Seoul, Seoul, 04620, South Korea.

出版信息

Sci Rep. 2024 May 2;14(1):10105. doi: 10.1038/s41598-024-56078-2.

Abstract

Colorectal cancer (CRC) is one of the top five most common and life-threatening malignancies worldwide. Most CRC develops from advanced colorectal adenoma (ACA), a precancerous stage, through the adenoma-carcinoma sequence. However, its underlying mechanisms, including how the tumor microenvironment changes, remain elusive. Therefore, we conducted an integrative analysis comparing RNA-seq data collected from 40 ACA patients who visited Dongguk University Ilsan Hospital with normal adjacent colons and tumor samples from 18 CRC patients collected from a public database. Differential expression analysis identified 21 and 79 sequentially up- or down-regulated genes across the continuum, respectively. The functional centrality of the continuum genes was assessed through network analysis, identifying 11 up- and 13 down-regulated hub-genes. Subsequently, we validated the prognostic effects of hub-genes using the Kaplan-Meier survival analysis. To estimate the immunological transition of the adenoma-carcinoma sequence, single-cell deconvolution and immune repertoire analyses were conducted. Significant composition changes for innate immunity cells and decreased plasma B-cells with immunoglobulin diversity were observed, along with distinctive immunoglobulin recombination patterns. Taken together, we believe our findings suggest underlying transcriptional and immunological changes during the adenoma-carcinoma sequence, contributing to the further development of pre-diagnostic markers for CRC.

摘要

结直肠癌(CRC)是全球最常见和最具威胁性的恶性肿瘤之一。大多数 CRC 是从癌前病变高级结直肠腺瘤(ACA)发展而来,通过腺瘤-癌序列。然而,其潜在机制,包括肿瘤微环境如何变化,仍然难以捉摸。因此,我们进行了一项综合分析,比较了来自东国大学 Ilsan 医院的 40 名 ACA 患者和来自公共数据库的 18 名 CRC 患者的正常相邻结肠和肿瘤样本的 RNA-seq 数据。差异表达分析分别鉴定出连续体中 21 个和 79 个上调或下调的基因。通过网络分析评估连续体基因的功能中心性,鉴定出 11 个上调和 13 个下调的枢纽基因。随后,我们使用 Kaplan-Meier 生存分析验证了枢纽基因的预后效应。为了估计腺瘤-癌序列的免疫转变,进行了单细胞去卷积和免疫受体库分析。观察到先天免疫细胞的组成发生显著变化,血浆 B 细胞减少且免疫球蛋白多样性降低,同时出现独特的免疫球蛋白重组模式。总之,我们认为我们的研究结果表明在腺瘤-癌序列期间存在潜在的转录和免疫变化,为 CRC 的早期诊断标志物的进一步发展提供了依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f6ee/11066069/37ab2c7a6c5c/41598_2024_56078_Fig1_HTML.jpg

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