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醛脱氢酶家族在预测胰腺癌预后及治疗反应中的作用

The Role of the ALDH Family in Predicting Prognosis and Therapy Response in Pancreatic Cancer.

作者信息

Wu Xing, Zhang Bolin, Chen Yijun, Trojanowicz Bogusz, Sunami Yoshiaki, Kleeff Jörg

机构信息

Department of Visceral, Vascular and Endocrine Surgery, Martin-Luther-University Halle-Wittenberg, University Medical Center Halle, 06120 Halle (Saale), Germany.

Department of Thyroid Surgery, The Affiliated Hospital of Putian University, Putian 351100, China.

出版信息

Biomedicines. 2025 Aug 19;13(8):2018. doi: 10.3390/biomedicines13082018.

Abstract

: Pancreatic cancer ranks as the fourth leading cause of cancer-related deaths in the USA. The human aldehyde dehydrogenase (ALDH) family comprises 19 functional members and has been implicated in prognosis and therapy resistance. However, it remains unclear which specific ALDHs are associated with adverse prognoses in pancreatic cancer. : We obtained transcriptomic and clinical data for pancreatic adenocarcinoma (PAAD) from the TCGA, corresponding mutational data, and normal pancreatic tissue transcriptomic data from GTEx. Prognostic analysis was carried out using Kaplan-Meier analysis. KEGG and GO analyses were used for biological signaling pathways, and ESTIMATE algorithms were used for tumor microenvironment (TME) assessment. CIBERSORT algorithm, immune infiltration analysis, and OncoPredict algorithms were employed for predicting chemotherapy sensitivity. : Our study identified four of the 19 ALDH genes (, , , ) that were significantly associated with pancreatic cancer prognosis. High expression of , , and was associated with shorter overall survival, while expression was associated with longer overall survival of pancreatic cancer patients. Clinicopathological analysis revealed a significant association with KRAS mutational status and expression. Immune correlation analysis indicated that high expression of and was associated with lower expression of CD8 T cell-associated gene expression. ESTIMATE analyses further revealed that high expression of and was associated with lower levels of immune cell infiltration. PAAD tumors with low expression were more sensitive to paclitaxel. Immunohistochemical analysis demonstrated high expression of ALDH3A1 in pancreatic cancer cells of human tumor tissues compared to normal pancreatic tissues. : This study unveils specific ALDH family members relevant for prognosis and chemotherapy response in pancreatic cancer patients. These findings contribute valuable insights into prognostic biomarkers and their potential clinical utility in the treatment of pancreatic adenocarcinoma.

摘要

胰腺癌是美国癌症相关死亡的第四大主要原因。人类醛脱氢酶(ALDH)家族由19个功能成员组成,与预后和治疗耐药性有关。然而,尚不清楚哪些特定的ALDH与胰腺癌的不良预后相关。

我们从TCGA获得了胰腺腺癌(PAAD)的转录组和临床数据、相应的突变数据,以及来自GTEx的正常胰腺组织转录组数据。使用Kaplan-Meier分析进行预后分析。KEGG和GO分析用于生物信号通路,ESTIMATE算法用于肿瘤微环境(TME)评估。采用CIBERSORT算法、免疫浸润分析和OncoPredict算法预测化疗敏感性。

我们的研究在19个ALDH基因中确定了4个( 、 、 、 )与胰腺癌预后显著相关。 、 和 的高表达与较短的总生存期相关,而 的表达与胰腺癌患者较长的总生存期相关。临床病理分析显示与KRAS突变状态和 的表达有显著关联。免疫相关性分析表明, 和 的高表达与CD8 T细胞相关基因表达的低表达有关。ESTIMATE分析进一步显示, 和 的高表达与免疫细胞浸润水平较低有关。 表达低的PAAD肿瘤对紫杉醇更敏感。免疫组织化学分析表明,与正常胰腺组织相比,人类肿瘤组织的胰腺癌细胞中ALDH3A1高表达。

本研究揭示了与胰腺癌患者预后和化疗反应相关的特定ALDH家族成员。这些发现为预后生物标志物及其在胰腺腺癌治疗中的潜在临床应用提供了有价值的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/740f/12384013/22d9e91f58fe/biomedicines-13-02018-g001.jpg

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