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一项泛癌研究分析显示,氨基酸代谢相关基因MTHFD1是一种潜在的预后和免疫治疗生物标志物。

Analysis of a pan-cancer panel reveals the amino acid metabolism-related gene MTHFD1 as a potential prognostic and immunotherapeutic biomarker.

作者信息

Gong Shunsong, Yang Jiaxue, Pan Chao, Peng Fenglan, Pan Chuan

机构信息

Department of Thoracic Surgery, Yangxin People's Hospital, Huangshi, Hubei 435200, P.R. China.

Third Clinical Medical College, Nanchang University, Nanchang, Jiangxi 330006, P.R. China.

出版信息

Exp Ther Med. 2025 May 20;30(1):142. doi: 10.3892/etm.2025.12892. eCollection 2025 Jul.

Abstract

Methylenetetrahydrofolate dehydrogenase 1 (MTHFD1) serves a role in amino acid metabolism and may influence tumor progression. However, to the best of our knowledge, a comprehensive analysis of MTHFD1 in various types of cancer has not been previously performed. Therefore, the present study aimed to investigate the expression profile and prognostic implication of MTHFD1 across various types of cancer, whilst assessing its potential as a novel biomarker and therapeutic target. The expression of MTHFD1 in tissues from various types of cancer was analyzed using online tools based on data from the Cancer Cell Line Encyclopedia and Clinical Proteomic Tumor Analysis Consortium, as well as in-house differential expression analysis using data from The Cancer Genome Atlas (TCGA). The association between MTHFD1 and prognosis was investigated using Kaplan-Meier survival analysis and Cox proportional hazards regression analysis based on TCGA datasets. Furthermore, the association between MTHFD1 and the tumor microenvironment (TME) was investigated using the 'estimation of stromal and immune cells in malignant tumor tissues using expression data' and 'cell-type identification by estimating relative subsets of RNA transcripts' algorithms. The correlation between MTHFD1 expression and tumor mutational burden (TMB), microsatellite instability (MSI) or 48 immune checkpoint blockade-related gene expression levels was investigated using Pearson correlation analyses. The predictive potential of MTHFD1 for immunotherapy efficacy was evaluated using the tumor immune dysfunction and exclusion (TIDE) algorithm with the IMvigor210 dataset. Subsequently, the effects of MTHFD1 on the proliferation and invasion of A549 and 786-O cell lines were assessed using colony formation and Transwell assays. Analysis across 33 tumor types revealed that MTHFD1 expression was significantly upregulated in 12 cancers (e.g., bladder urothelial carcinoma) and downregulated in 6 cancers (e.g., breast invasive carcinoma). Moreover, high MTHFD1 expression was associated with a poorer prognosis in kidney chromophobe and lung adenocarcinoma, but with better prognosis in kidney renal clear cell carcinoma. Additionally, the activity of MTHFD1, evaluated using the single-sample Gene Set Enrichment Analysis algorithm, was significantly upregulated in 21 cancer types, including bladder urothelial carcinoma and breast invasive carcinoma, compared with corresponding normal tissues. MTHFD1expression levels were negatively correlated with immune cell infiltration in 16 tumor types [e.g., adrenocortical carcinoma (ACC)] and positively correlated only in uveal melanoma (UVM). Additionally, MTHFD1 expression levels showed significant correlations with TMB in 17 tumors (e.g., ACC), were negatively correlated with TIDE scores in most tumors except mesothelioma, liver hepatocellular carcinoma, diffuse large B-cell lymphoma and cholangiocarcinoma, and were associated with MSI in 9 tumor types (e.g., UVM). Multivariant Cox regression analysis revealed that MTHFD1 expression was an independent risk factor for prognosis in lung adenocarcinoma, whilst it was an independent protective factor in clear cell renal cell carcinoma, highlighting its distinct prognostic roles in these two tumor types. experiments found that knocking down or overexpressing MTHFD1 in A549 and 786-O cells, respectively, reduced the corresponding malignant phenotypes. Overall, to the best of our knowledge, results of the present study provided the first comprehensive analysis of MTHFD1 as a potential cancer biomarker and highlighted its role in immune suppression within the TME. These findings suggested that targeting MTHFD1 may be a novel therapeutic strategy, which may enhance the efficacy of immunotherapy and improve the outcomes of patients with various types of cancer.

摘要

亚甲基四氢叶酸脱氢酶1(MTHFD1)在氨基酸代谢中发挥作用,并可能影响肿瘤进展。然而,据我们所知,此前尚未对MTHFD1在各种类型癌症中的情况进行全面分析。因此,本研究旨在调查MTHFD1在各种类型癌症中的表达谱及其预后意义,同时评估其作为新型生物标志物和治疗靶点的潜力。利用基于癌症细胞系百科全书和临床蛋白质组肿瘤分析联盟数据的在线工具,以及使用来自癌症基因组图谱(TCGA)的数据进行的内部差异表达分析,分析了MTHFD1在各种类型癌症组织中的表达。基于TCGA数据集,使用Kaplan-Meier生存分析和Cox比例风险回归分析研究了MTHFD1与预后之间的关联。此外,使用“利用表达数据估计恶性肿瘤组织中的基质和免疫细胞”和“通过估计RNA转录本的相对亚群进行细胞类型鉴定”算法研究了MTHFD1与肿瘤微环境(TME)之间的关联。使用Pearson相关分析研究了MTHFD1表达与肿瘤突变负担(TMB)、微卫星不稳定性(MSI)或48种免疫检查点阻断相关基因表达水平之间的相关性。使用肿瘤免疫功能障碍和排除(TIDE)算法与IMvigor210数据集评估了MTHFD1对免疫治疗疗效的预测潜力。随后,使用集落形成和Transwell实验评估了MTHFD1对A549和786-O细胞系增殖和侵袭的影响。对33种肿瘤类型的分析显示,MTHFD1表达在12种癌症(如膀胱尿路上皮癌)中显著上调,在6种癌症(如乳腺浸润性癌)中下调。此外,MTHFD1高表达与肾嫌色细胞癌和肺腺癌的预后较差相关,但与肾透明细胞癌的预后较好相关。此外,使用单样本基因集富集分析算法评估的MTHFD1活性,与相应正常组织相比,在21种癌症类型(包括膀胱尿路上皮癌和乳腺浸润性癌)中显著上调。MTHFD1表达水平在16种肿瘤类型(如肾上腺皮质癌(ACC))中与免疫细胞浸润呈负相关,仅在葡萄膜黑色素瘤(UVM)中呈正相关。此外,MTHFD1表达水平在17种肿瘤(如ACC)中与TMB显著相关,在除间皮瘤、肝细胞肝癌、弥漫性大B细胞淋巴瘤和胆管癌之外的大多数肿瘤中与TIDE评分呈负相关,在9种肿瘤类型(如UVM)中与MSI相关。多变量Cox回归分析显示,MTHFD1表达是肺腺癌预后的独立危险因素,而在肾透明细胞癌中是独立保护因素,突出了其在这两种肿瘤类型中不同的预后作用。实验发现,分别在A549和786-O细胞中敲低或过表达MTHFD1,可降低相应的恶性表型。总体而言,据我们所知, 本研究结果首次对MTHFD1作为潜在癌症生物标志物进行了全面分析,并突出了其在TME免疫抑制中的作用。这些发现表明,靶向MTHFD1可能是一种新的治疗策略,可提高免疫治疗的疗效并改善各类癌症患者的预后。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/96c1/12131308/e0251d33029a/etm-30-01-12892-g00.jpg

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