Aug 2026· Scientific Reports in Medicine· 0 citations· 25 references
TL;DR
By utilizing robust TMB-adjusted models, this study successfully isolates true genetic interactions, providing valuable insights into potential drug resistance mechanisms and novel combination therapy strategies for PIK3CA-mutant cancers.
Abstract
Objective: PIK3CA is one of the most frequently mutated oncogenes across multiple cancer types, playing a crucial role in tumorigenesis via the PI3K/AKT/mTOR signaling pathway. Understanding its genuine co-mutation landscape is essential for identifying oncogenic interactions and refining targeted therapeutic strategies. In this study, we analyzed the true functional co-mutation patterns of PIK3CA in colorectal adenocarcinoma (COAD), cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC), stomach adenocarcinoma (STAD), and lung adenocarcinoma (LUAD).
Method: Somatic mutation data were obtained from The Cancer Genome Atlas (TCGA). Co-mutation and mutual exclusivity analyses were performed using R (maftools). To rigorously distinguish genuine biological cooperativity from confounding background mutation rates, multivariate logistic regression models were implemented, incorporating tumor mutational burden (TMB) continuous covariate.
Results: TMB-adjusted analyses revealed distinct, robust co-occurrence and mutual exclusivity relationships across cancer types, filtering out passenger mutations. In COAD, PIK3CA mutations significantly co-occur with KRAS, suggesting a cooperative role in tumorigenesis, while maintaining strict mutual exclusivity with TP53. In STAD, PIK3CA exhibits a strong, true functional co-occurrence with the chromatin remodeling gene ARID1A, while maintaining mutual exclusivity with TP53 and CSMD3. Interestingly, in both LUAD and CESC, PIK3CA demonstrates a highly significant mutual exclusivity with the mucin gene MUC17, pointing to context-specific evolutionary trajectories.
Conclusion: These findings highlight the complex, TMB-independent molecular landscape of PIK3CA-driven tumors, emphasizing the necessity of cancer-type-specific therapeutic approaches. By utilizing robust TMB-adjusted models, this study successfully isolates true genetic interactions, providing valuable insights into potential drug resistance mechanisms and novel combination therapy strategies for PIK3CA-mutant cancers.
TP53 and FOXA1 mutations, observed in primary and metastatic castration-resistant prostate cancer, were associated with aggressive disease phenotypes and potential therapeutic resistance, and these findings highlight TP53 and FOXA1 as promising biomarkers and potential therapeutic targets in prostate cancer.
The routine implementation of comprehensive genomic profiling in metastatic HER2-negative breast cancer, especially in metastatic HER2-negative breast cancer, is supported to guide precision oncology strategies and enable enrollment in biomarker-driven clinical trials.
E. Papadopoulou, M. Stathoulopoulou, M. Matiatou et al.· Cancer Genomics & Proteomics· 0 citations
Results provide experimental support for targeting the PI3K/AKT/mTOR axis as a potential therapeutic strategy in cervical cancer through functional and mechanistic link between recurrent PIK3CA-E545K-MUT and aggressive tumor behavior in cervical cancer via AKT/mTOR pathway activation.
Congxiu Huang, Wei Zhang, Xiaoyu Ma et al.· Zeitschrift für Induktive Ab...· 0 citations
The findings support implementing testing for use of a safe, inexpensive repurposed drug and underscore the importance of upfront testing for timely treatment decision-making and implementation of trial findings into routine practice.
L. Kerrin, Osamah Al Haddad, Ellen Reid et al.· Frontiers in Oncology· 0 citations
Differences in mutation patterns and positions in BRCA1 and its interacting partners contribute to variability in cancer manifestation and pathogenic burden, supporting the view that both mutation type and positional context shape pathogenic outcomes and highlight demographic variability in disease profiles.
Mithila Kulkarni, Katheeja Muhseena Neeraje, Ranajit Das et al.· Cancers· 0 citations
Although the clinical utility of the TMBRS is currently moderate, this research provides a critical proof of concept for the interplay among PTGS2, mutational load, and the tumor microenvironment, offering valuable mechanistic insights for future large-scale prospective clinical trials.
Batchimeg Tsedenbal, B. Chimeddorj, Shu-Tao Tan et al.· Eurasian Journal of Medicine...· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.