利用溶酶体遗传学:风险分层面板的发展和DPP7作为结肠腺癌的生物标志物的揭示。

IF 6.6 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Zhengdong Luo, Yanlei Wang, Shunjie Zeng, Longchen Yu, Yuxiao Zhao, Hong Wang, Yingjing Fan, Yanli Zhang, Lili Wang, Yaping Li, Zhongfang Niu, Xin Zhang, Yi Zhang
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引用次数: 0

摘要

溶酶体功能障碍与结肠腺癌(COAD)的进展有关,但溶酶体相关基因(LRGs)的预后意义和治疗潜力仍未得到充分探讨。在本研究中,我们通过LASSO和Cox回归分析相结合,构建了基于6- lrgs的预后风险分层模型(DPP7、ADAM8、CD1B、LRP2、ATP6V1C2和PLAAT3)。根据中位风险评分对患者进行分层,我们发现在TCGA队列和五个独立的GEO数据集中,高危患者的临床结果明显较差。此外,就1年、3年和5年生存率的预测准确性而言,该小组优于136个先前发表的模型。使用内部组织微阵列队列验证多重免疫荧光证实6-LRG特征是一个独立的预后因素。此外,高危患者表现出明显的免疫抑制肿瘤微环境和侵袭性恶性肿瘤特征。DPP7的功能缺失在体外和体内均能显著抑制肿瘤细胞的增殖、迁移和转移。此外,DPP7沉默可减弱上皮-间质转化,E-cadherin上调,N-cadherin、Vimentin和Snail下调。综上所述,本研究建立了基于lrg的COAD预后预测模型,并推荐DPP7作为COAD治疗的有前景的治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Harnessing lysosomal genetics: development of a risk stratification panel and unveiling of DPP7 as a biomarker for colon adenocarcinoma.

Lysosomal dysfunction has been implicated in the progression of colon adenocarcinoma (COAD), yet the prognostic significance and therapeutic potential of lysosome-related genes (LRGs) remain underexplored. In this study, we construct a 6-LRG-based prognostic risk stratification model (DPP7, ADAM8, CD1B, LRP2, ATP6V1C2, and PLAAT3) by integrating LASSO and Cox regression analyses. Stratifying patients based on median risk scores, we demonstrate that high-risk patients exhibit significantly worse clinical outcomes across the TCGA cohort and five independent GEO datasets. Furthermore, this panel outperforms 136 previously published models in terms of predictive accuracy for 1-, 3-, and 5-year survival rates. Validation multiplex immunofluorescence using an in-house tissue microarray cohort confirms the 6-LRG signature serves as an independent prognostic factor. Additionally, high-risk patients exhibit distinct immunosuppressive tumor microenvironment and aggressive malignancy characteristics. Functional depletion of DPP7 significantly inhibits tumor cell proliferation, migration, and metastasis in both in vitro and in vivo settings. Moreover, DPP7 silencing attenuates epithelial-mesenchymal transition, as evidenced by the upregulation of E-cadherin and downregulation of N-cadherin, Vimentin, and Snail. In conclusion, this study establishes an LRG-based model for COAD prognostic prediction and nominates DPP7 as a promising therapeutic target for COAD treatment.

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来源期刊
Journal of Genetics and Genomics
Journal of Genetics and Genomics 生物-生化与分子生物学
CiteScore
8.20
自引率
3.40%
发文量
4756
审稿时长
14 days
期刊介绍: The Journal of Genetics and Genomics (JGG, formerly known as Acta Genetica Sinica ) is an international journal publishing peer-reviewed articles of novel and significant discoveries in the fields of genetics and genomics. Topics of particular interest include but are not limited to molecular genetics, developmental genetics, cytogenetics, epigenetics, medical genetics, population and evolutionary genetics, genomics and functional genomics as well as bioinformatics and computational biology.
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