{"title":"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。","authors":"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","doi":"10.1016/j.jgg.2025.04.009","DOIUrl":null,"url":null,"abstract":"<p><p>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.</p>","PeriodicalId":54825,"journal":{"name":"Journal of Genetics and Genomics","volume":" ","pages":""},"PeriodicalIF":6.6000,"publicationDate":"2025-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Harnessing lysosomal genetics: development of a risk stratification panel and unveiling of DPP7 as a biomarker for colon adenocarcinoma.\",\"authors\":\"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\",\"doi\":\"10.1016/j.jgg.2025.04.009\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>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.</p>\",\"PeriodicalId\":54825,\"journal\":{\"name\":\"Journal of Genetics and Genomics\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":6.6000,\"publicationDate\":\"2025-04-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Genetics and Genomics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1016/j.jgg.2025.04.009\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Genetics and Genomics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1016/j.jgg.2025.04.009","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
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.
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.