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Updated: Aug 8, 2026

Microarray-based Identification of Individual HERV Loci Expression: Application to Biomarker Discovery in Prostate Cancer
Published on: November 2, 2013
Anoikis in prostate cancer bone metastasis gene signatures and therapeutic implications
1Department of Urology, First Affiliated Hospital of Gannan Medical University, Ganzhou, Jiangxi, China.
Background:
Bone metastasis from prostate cancer severely impacts patient outcomes and quality of life. Anoikis, a form of programmed cell death triggered by the loss of cell-matrix interactions, plays a critical role in cancer progression. However, its precise relationship with prostate cancer-induced bone metastasis remains unclear. This study aims to elucidate this relationship, focusing on anoikis-related gene signatures, molecular pathways, and therapeutic implications.
Methods:
We used the TCGA-PRAD dataset for training, with MSKCC and GSE70769 as validation cohorts. To evaluate immunotherapy efficacy, we examined IMvigor 210 and GSE91016 datasets, and GSE137829 provided single-cell insights into prostate cancer. Specific anoikis-related genes (ARGs) were identified, and Random Survival Forest analysis and multivariate Cox regression were employed to develop anoikis-linked features. The 'clustanoikisProfilanoikis' and 'GSEA' packages were used to explore potential ARG-related pathways.
Results:
Analyzing 553 samples from TCGA, 231 from MSKCC, 94 from GSE70769, and single-cell data from 6 prostate cancer patients (GSE137829), we constructed a prognostic model based on 9 ARGs. GSVA revealed upregulation of carcinogenic pathways, including epithelial-mesenchymal transition, E2F targets, and angiogenesis, with downregulation of metabolic pathways. Significant differences in somatic mutations were observed between cohorts, with a positive correlation between anoikis scores and tumor mutational burden (TMB). Immune landscape analysis suggested high-risk patients might benefit more from chemotherapy than immunotherapy based on their risk score. Single-cell analysis indicated overactivation of carcinogenic pathways in the high anoikis score group.
Conclusion:
This study elucidates the complex interplay between anoikis and bone metastasis in prostate cancer. Our findings highlight the critical role of anoikis in metastatic progression, enhancing the understanding of key biomarkers and molecular dynamics. The identified anoikis-related gene signatures and disrupted pathways offer promising avenues for predictive and therapeutic strategies in prostate cancer management.
Insights
This study reveals that anoikis, a cell death process, is crucial in prostate cancer bone metastasis. Identifying anoikis-related gene signatures can improve understanding and treatment strategies for metastatic prostate cancer.
Area of Science:
- Oncology
- Molecular Biology
- Genetics
Background:
- Bone metastasis significantly worsens prostate cancer outcomes.
- Anoikis, programmed cell death upon matrix detachment, is implicated in cancer progression.
- The exact role of anoikis in prostate cancer bone metastasis requires further elucidation.
Purpose of the Study:
- To clarify the relationship between anoikis and prostate cancer bone metastasis.
- To identify anoikis-related gene signatures and molecular pathways.
- To explore potential therapeutic strategies targeting anoikis in prostate cancer.
Main Methods:
- Utilized TCGA-PRAD, MSKCC, and GSE70769 datasets for model training and validation.
- Employed Random Survival Forest and multivariate Cox regression to develop anoikis-linked prognostic features.
- Analyzed immunotherapy efficacy using IMvigor 210 and GSE91016 datasets; single-cell analysis via GSE137829.
Main Results:
- A prognostic model based on 9 anoikis-related genes (ARGs) was developed.
- Upregulation of carcinogenic pathways (EMT, E2F targets, angiogenesis) and downregulation of metabolic pathways were observed.
- Anoikis scores correlated positively with tumor mutational burden (TMB), suggesting chemotherapy may be more beneficial than immunotherapy for high-risk patients.
Conclusions:
- Anoikis plays a critical role in prostate cancer metastatic progression to bone.
- Identified anoikis-related gene signatures and disrupted pathways offer novel biomarkers.
- Findings provide a basis for developing predictive and therapeutic strategies for prostate cancer management.
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