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 that 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.
Authors
- Shunjie Zeng
- Yanlei Wang (ORCID: https://orcid.org/0000-0002-2214-8781)
- Yingjing Fan (ORCID: https://orcid.org/0000-0002-3457-8121)
- Zheng-Dong Luo
- Xin Zhang (ORCID: https://orcid.org/0000-0003-2138-5600)
- Hong Wang
- Yi Zhang (ORCID: https://orcid.org/0000-0002-6837-4258)
- Yanli Zhang (ORCID: https://orcid.org/0000-0003-1481-6361)
- Yaping Li (ORCID: https://orcid.org/0000-0002-0574-6966)
- Yuxiao Zhao (ORCID: https://orcid.org/0000-0003-0503-8633)
- Zhaojian Niu (ORCID: https://orcid.org/0000-0003-3734-8820)
- Longchen Yu
- Lili Wang (ORCID: https://orcid.org/0009-0009-1660-3678)
Institutions
- Shandong Provincial Hospital (CN)
- Yidu Central Hospital of Weifang (CN)
- Qilu Hospital of Shandong University (CN)
Publication Details
- Journal
- Journal of genetics and genomics/Journal of Genetics and Genomics
- Published
- 2025-04-18
- DOI
- https://doi.org/10.1016/j.jgg.2025.04.009
- Citations
- 1
- Primary Topic
- Lysosomal Storage Disorders Research
- Type
- article
- Field-Weighted Citation Impact
- 1.16
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Shandong Province
- Taishan Scholar Foundation of Shandong Province
- Taishan Scholar Project of Shandong Province
- Major Scientific and Technological Innovation Project of Shandong Province