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缺氧相关的GPNMB+巨噬细胞促进结直肠癌的恶性进展,其相关风险特征是治疗结直肠癌患者的有力预测工具。

Hypoxia-Associated GPNMB+ Macrophages Promote Malignant Progression of Colorectal Cancer and Its Related Risk Signature Are Powerful Predictive Tool for the Treatment of Colorectal Cancer Patients.

作者信息

Zhang Junli, Hu Shangshang, Jin Xinxin, Zheng Yiwen, Yu Lianchen, Ma Junrao, Gu Biao, Wang Fen, Wu Wenjuan

机构信息

Department of Blood Transfusion, The Third People's Hospital of Bengbu Affiliated to Bengbu Medical University, Bengbu, Anhui, China.

Department of Biochemistry and Molecular Biology, Bengbu Medical University Key Laboratory of Cancer Research and Clinical Laboratory Diagnosis, Bengbu Medical University, Bengbu, Anhui, China.

出版信息

Environ Toxicol. 2025 Feb;40(2):204-221. doi: 10.1002/tox.24426. Epub 2024 Oct 4.

Abstract

Colorectal cancer (CRC) is a highly malignant tumor with hypoxia being a crucial feature during its progression. This study utilized multiple independent CRC cohorts for bioinformatics analysis and in vitro experiments to investigate the role of hypoxia-related subgroups in CRC. Machine learning was employed to construct risk features associated with this subgroup and further explore its therapeutic value in CRC. The study identified the GPNMB+ Macrophage (GPNMB+ Macr) subgroup as most relevant to hypoxia. GPNMB+ Macr showed significantly higher infiltration in tumor tissues compared to non-tumor tissues, increasing with CRC stage. High infiltration of GPNMB+ Macr was associated with poor prognosis in terms of overall and recurrence-free survival in CRC patients. GPNMB+ Macrophages exhibit M2-like characteristics and have the ability to promote 5-FU resistance, proliferation, and metastasis of CRC cells. The study developed the Hypoxia-Related Macrophage Risk Score (HMRS), which not only served as an independent prognostic factor for CRC patients but also demonstrated robust prognostic performance compared to 84 previously published prognostic features. Patients with low HMRS were sensitive to fluorouracil, oxaliplatin (FOLFOX), and anti-PD-1 immunotherapy, while those with high HMRS showed resistance. Additionally, HMRS was identified as an independent prognostic factor in other digestive tract tumors (hepatocellular carcinoma, pancreatic cancer, esophageal cancer, and gastric cancer), indicating potential extrapolation to other tumor types. In conclusion, GPNMB+ Macr promotes the malignant progression of CRC, and HMRS serves as a powerful predictive tool for prognosis, chemotherapy, and immunotherapy in CRC patients, aiding in improving the quality of survival.

摘要

结直肠癌(CRC)是一种高度恶性的肿瘤,缺氧是其进展过程中的一个关键特征。本研究利用多个独立的CRC队列进行生物信息学分析和体外实验,以研究缺氧相关亚组在CRC中的作用。采用机器学习构建与该亚组相关的风险特征,并进一步探索其在CRC中的治疗价值。该研究确定GPNMB+巨噬细胞(GPNMB+ Macr)亚组与缺氧最为相关。与非肿瘤组织相比,GPNMB+ Macr在肿瘤组织中的浸润明显更高,且随着CRC分期增加。GPNMB+ Macr的高浸润与CRC患者的总体生存和无复发生存的不良预后相关。GPNMB+巨噬细胞表现出M2样特征,并具有促进CRC细胞对5-氟尿嘧啶耐药、增殖和转移的能力。该研究开发了缺氧相关巨噬细胞风险评分(HMRS),它不仅是CRC患者的独立预后因素,而且与之前发表的84个预后特征相比,具有强大的预后性能。低HMRS的患者对氟尿嘧啶、奥沙利铂(FOLFOX)和抗PD-1免疫治疗敏感,而高HMRS的患者则表现出耐药性。此外,HMRS被确定为其他消化道肿瘤(肝细胞癌、胰腺癌、食管癌和胃癌)的独立预后因素,表明其可能适用于其他肿瘤类型。总之,GPNMB+ Macr促进CRC的恶性进展,HMRS是CRC患者预后、化疗和免疫治疗的有力预测工具,有助于提高生存质量。

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