Login (DCU Staff Only)
Login (DCU Staff Only)

DORAS | DCU Research Repository

Explore open access research and scholarly works from DCU

Advanced Search

Identification of non-coding mutations as biomarkers of sensitivity to PI3K inhibitors in breast cancer

Cuy Saques, Arnau (2024) Identification of non-coding mutations as biomarkers of sensitivity to PI3K inhibitors in breast cancer. PhD thesis, Dublin City University.

70% of breast cancer (BC) patients have PI3K pathway gene mutations. PIK3CA mutations are used as biomarkers of response to PI3K inhibitors (PI3Ki), but mutant PIK3CA does not always correlate with response to PI3Ki. There is a clinical need to identify novel biomarkers of response to treatment for these BC patients. Non-coding mutations are capable of regulating gene expression and could play a role in maintaining pathway activation or activating compensatory mechanisms and predict therapy response in BC. Non-coding mutations surrounding kinome genes were obtained from BC patient whole genome sequencing data (n=915). The Activity by Contact bioinformatic model was used to predict interactions between mutated regions and surrounding transcription start sites. Two mutations with a predicted interaction were identified in the ERBB2/CDK12 gene loci of HER2+ BC patients (chr17:39959176/39959179). However, identification of a cell line with these mutations to be used as a model for their further study was not possible. Instead, a three-base insertion in the same predicted regulatory region (chr17:39959177) was identified through sequencing in multiple HER2+ BC cell lines and was selected for functional analysis. Mutation frequency for the chr17:39959177 mutation was validated in a cohort of metastatic HER2+ BC patients via MassArray, where it was observed in 75% of the patients analysed (n=73). Patients with the chr17:39959177 mutation had worse response to standard therapy (p=0.006) whilst it was associated with a significant decrease in both progression free and overall survival (p=0.019). These findings highlight the potential of this mutation as a biomarker for HER2+ BC treatment response and suggest a possible function in BC biology. Further analysis of the chr17:39959177 mutation revealed that it is located inside the HER2 amplicon in an area with high transcriptional activity in HER2+ BC cells. Its activity as an enhancer of gene expression was confirmed in vitro via luciferase assays. In silico gene expression analysis demonstrated how presence of the chr17:39959177 mutation is associated with increased gene expression up to 300kb away from the mutation site. Once the regulatory effect of the chr17:39959177 mutation had been confirmed, in silico analysis of protein expression was conducted to identify altered signalling pathways that could be used as potential drug targets. Mutant cell lines had a dysregulation of two proteins involved in DNA damage repair and three proteins involved in inflammation. In addition, analysis of in silico drug sensitivity demonstrated that mutant cell lines had increased sensitivity to drugs targeting DNA repair mechanisms and inflammation signalling. These findings highlight how presence of the chr17:39959177 mutation has the potential to identify which patients are less likely to respond to trastuzumab treatment and/or may have a worse outcome. This mutation is associated with altered signalling that could be targeted with novel drug combinations to circumvent treatment resistance. The data herein supports the need for further research to validate its clinical role.
Item Type:Thesis (PhD)
Date of Award:13 December 2024
Refereed:No
Supervisor(s):Eustace, Alexander J.
Subjects:Biological Sciences > Cell biology
Humanities > Biological Sciences > Cell biology
Biological Sciences > Genetics
Humanities > Biological Sciences > Genetics
Biological Sciences > Molecular biology
Humanities > Biological Sciences > Molecular biology
DCU Faculties and Centres:DCU Faculties and Schools > Faculty of Science and Health > School of Biotechnology
Research Institutes and Centres > National Institute for Cellular Biotechnology (NICB)
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 License. View License
Funders:Health Research Board, Cancer Clinical Research Trust
ID Code:30588
Deposited On:06 Mar 2025 09:58 by Alexander Eustace . Last Modified 06 Mar 2025 09:58

Full text available as:

[thumbnail of Arnau Cuy Saques Thesis] PDF (Arnau Cuy Saques Thesis) - Archive staff only. This file is embargoed until 5 February 2029 - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
Creative Commons: Attribution-Noncommercial-No Derivative Works 4.0
13MB

Downloads

Downloads per month over past year

Archive Staff Only: edit this record