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AMIGO2是与胰腺导管腺癌中巨噬细胞M2极化相关的关键治疗靶点。

AMIGO2 is a pivotal therapeutic target related to M2 polarization of macrophages in pancreatic ductal adenocarcinoma.

作者信息

Chen Shensi, Du Wujun, Feng Ke, Liu Ke, Li Cunji, Li Shengming, Yin Hua

机构信息

Department of Gastrointestinal Surgery, General Hospital of Ningxia Medical University, Yinchuan, Ningxia 750004, China.

Department of Emergency, General Hospital of Ningxia Medical University, Yinchuan, Ningxia 750004, China.

出版信息

Aging (Albany NY). 2024 Jan 5;16(2):1111-1127. doi: 10.18632/aging.205380.

Abstract

Pancreatic ductal adenocarcinoma (PDAC) is a common kind of lethal cancer, with low early diagnostic rate and poor prognosis. In this study, we identified and verified the AMIGO2 with significant diagnostic and prognostic value in PDAC through LASSO regression combined with multiple machines learning methods, including RVM-RFE and Random Forest in TCGA and GEO datasets. The relevance between the expression of AMIGO2 and M2 polarization of macrophages was identified through pancancer, normal tissue, and cell lines data in TCGA, GTEx and CCLE datasets. The relevance between AMIGO2 and M2 polarization was then further identified in our local PDAC cohort. Finally, the role of AMIGO2 as cancer promoter and pivotal factor enrolled in M2 polarization was verified through siRNA transfection and M2 macrophages induction. These findings could facilitate diagnosis and treatment of PDAC. In addition, further research was deemed necessary on the deep mechanism between AMIGO2 and M2 polarization of macrophages in PDAC.

摘要

胰腺导管腺癌(PDAC)是一种常见的致命性癌症,早期诊断率低且预后不良。在本研究中,我们通过LASSO回归结合多种机器学习方法(包括TCGA和GEO数据集中的RVM-RFE和随机森林),在PDAC中鉴定并验证了具有显著诊断和预后价值的AMIGO2。通过TCGA、GTEx和CCLE数据集中的泛癌、正常组织和细胞系数据,确定了AMIGO2表达与巨噬细胞M2极化之间的相关性。然后在我们本地的PDAC队列中进一步确定了AMIGO2与M2极化之间的相关性。最后,通过siRNA转染和M2巨噬细胞诱导,验证了AMIGO2作为癌症促进因子和参与M2极化的关键因子的作用。这些发现有助于PDAC的诊断和治疗。此外,有必要对PDAC中AMIGO2与巨噬细胞M2极化之间的深层机制进行进一步研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b410/10866418/2a13c55869ab/aging-16-205380-g001.jpg

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