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综合分析溶质载体家族成员,鉴定 SLC12A2 为结直肠癌的一个新的治疗靶点。

Comprehensive analyses of solute carrier family members identify SLC12A2 as a novel therapy target for colorectal cancer.

机构信息

Department of Gastroenterology, Zhongnan Hospital of Wuhan University, No. 169, Donghu Road, Wuchang District, Wuhan, 430071, Hubei Province, China.

Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, 430071, China.

出版信息

Sci Rep. 2024 Feb 23;14(1):4459. doi: 10.1038/s41598-024-55048-y.

Abstract

As the largest transporter family impacting on tumor genesis and development, the prognostic value of solute carrier (SLC) members has not been elucidated in colorectal cancer (CRC). We aimed to identify a prognostic signature from the SLC members and comprehensively analyze their roles in CRC. Firstly, we downloaded transcriptome data and clinical information of CRC samples from GEO (GSE39582) and TCGA as training and testing dataset, respectively. We extracted the expression matrix of SLC genes and established a prognostic model by univariate and multivariate Cox regression. Afterwards, the low-risk and high-risk group were identified. Then, the differences of prognosis traits, transcriptome features, clinical characteristics, immune infiltration and drug sensitivity between the two groups were explored. Furthermore, molecular subtyping was also implemented by non-negative matrix factorization (NMF). Finally, we studied the expression of the screened SLC genes in CRC tumor tissues and normal tissues as well as investigated the role of SLC12A2 by loss of function and gain of function. As a result, we developed a prognostic risk model based on the screened 6-SLC genes (SLC39A8, SLC2A3, SLC39A13, SLC35B1, SLC4A3, SLC12A2). Both in the training and testing sets, CRC patients in the high-risk group had the poorer prognosis and were in the more advanced pathological stage. What's more, the high-risk group were enriched with CRC progression signatures and immune infiltration. Two groups showed different drug sensitivity. On the other hand, two distinct subclasses (C1 and C2) were identified based on the 6 SLC genes. CRC patients in the high-risk group and C1 subtype had a worse prognosis. Furthermore, we found and validated that SLC12A2 was steadily upregulated in CRC. A loss-of-function study showed that knockdown of SLC12A2 expression restrained proliferation and stemness of CRC cells while a gain-of-function study showed the contrary results. Hence, we provided a 6-SLC gene signature for prognosis prediction of CRC patients. At the same time, we identified that SLC12A2 could promote tumor progression in CRC, which may serve as a potential therapeutic target.

摘要

作为影响肿瘤发生和发展的最大转运体家族,溶质载体(SLC)成员的预后价值在结直肠癌(CRC)中尚未阐明。我们旨在从 SLC 成员中确定一个预后标志物,并全面分析它们在 CRC 中的作用。首先,我们从 GEO(GSE39582)和 TCGA 下载 CRC 样本的转录组数据和临床信息,分别作为训练和测试数据集。我们提取 SLC 基因的表达矩阵,并通过单变量和多变量 Cox 回归建立预后模型。之后,确定低风险和高风险组。然后,探讨两组间预后特征、转录组特征、临床特征、免疫浸润和药物敏感性的差异。此外,还通过非负矩阵分解(NMF)进行分子亚分型。最后,我们研究了筛选出的 SLC 基因在 CRC 肿瘤组织和正常组织中的表达,并通过功能丧失和功能获得研究 SLC12A2 的作用。结果,我们基于筛选出的 6 个 SLC 基因(SLC39A8、SLC2A3、SLC39A13、SLC35B1、SLC4A3、SLC12A2)建立了一个预后风险模型。在训练集和测试集中,高风险组的 CRC 患者预后较差,且处于更晚期的病理阶段。此外,高风险组富含 CRC 进展特征和免疫浸润。两组表现出不同的药物敏感性。另一方面,根据 6 个 SLC 基因确定了两个不同的亚类(C1 和 C2)。高风险组和 C1 亚类的 CRC 患者预后更差。此外,我们发现并验证了 SLC12A2 在 CRC 中稳定上调。功能丧失研究表明,SLC12A2 表达的敲低抑制了 CRC 细胞的增殖和干性,而功能获得研究则显示出相反的结果。因此,我们为 CRC 患者的预后预测提供了一个 6-SLC 基因标志物。同时,我们发现 SLC12A2 可促进 CRC 中的肿瘤进展,可能成为潜在的治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/64d1/10891168/c037d6216e0e/41598_2024_55048_Fig1_HTML.jpg

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