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Microarray-based Identification of Individual HERV Loci Expression: Application to Biomarker Discovery in Prostate Cancer
Published on: November 2, 2013
GSTM5 as a Potential Biomarker for Treatment Resistance in Prostate Cancer
Patricia Porras-Quesada1,2, Lucía Chica-Redecillas1,2, Beatriz Álvarez-González2,3
1Biochemistry and Molecular Biology III and Immunology Department, Faculty of Medicine, University of Granada, PTS, 18016 Granada, Spain.
Abstract:
Background/Objectives: Androgen deprivation therapy (ADT) is widely used to manage prostate cancer (PC), but the emergence of treatment resistance remains a major clinical challenge. Although the GST family has been implicated in drug resistance, the specific role of GSTM5 remains poorly understood. This study investigates whether GSTM5, alone or in combination with clinical variables, can improve patient stratification based on the risk of early treatment resistance. Methods: In silico analyses were performed to examine GSTM5's role in protein interactions, molecular pathways, and gene expression. The rs3768490 polymorphism was genotyped in 354 patients with PC, classified by ADT response. Descriptive analysis and logistic regression models were applied to evaluate associations between genotype, clinical variables, and ADT response. GSTM5 expression related to the rs3768490 genotype and ADT response was also analyzed in 129 prostate tissue samples. Results: The T/T genotype of rs3768490 was significantly associated with a lower likelihood of early ADT resistance in both individual (p = 0.0359, Odd Ratios (OR) = 0.18) and recessive models (p = 0.0491, OR = 0.21). High-risk classification according to D'Amico was strongly associated with early progression (p < 0.0004; OR > 5.4). Combining genotype and clinical risk improved predictive performance, highlighting their complementary value in stratifying patients by treatment response. Additionally, GSTM5 expression was slightly higher in T/T carriers, suggesting a potential protective role against ADT resistance. Conclusions: The T/T genotype of rs3768490 may protect against ADT resistance by modulating GSTM5 expression in PC. These preliminary findings highlight the potential of integrating genetic biomarkers into clinical models for personalized treatment strategies, although further studies are needed to validate these observations.
Insights
The T/T genotype of rs3768490 may protect against early androgen deprivation therapy resistance in prostate cancer by influencing GSTM5 expression. This genetic marker, combined with clinical factors, could improve patient stratification for personalized treatment strategies.
Area of Science:
- Oncology
- Genetics
- Pharmacogenomics
Background:
- Androgen deprivation therapy (ADT) is a cornerstone for prostate cancer (PC) management.
- Treatment resistance to ADT is a significant clinical hurdle.
- The role of Glutathione S-transferase Mu 5 (GSTM5) in ADT resistance is not well-defined.
Purpose of the Study:
- To investigate the association of the GSTM5 rs3768490 polymorphism with early ADT resistance in prostate cancer.
- To evaluate the combined predictive value of GSTM5 genotype and clinical variables for ADT response.
- To explore the relationship between GSTM5 expression, rs3768490 genotype, and ADT response.
Main Methods:
- In silico analyses of GSTM5 interactions and pathways.
- Genotyping of the rs3768490 polymorphism in 354 PC patients.
- Logistic regression to assess associations between genotype, clinical factors, and ADT response.
- Analysis of GSTM5 expression in 129 prostate tissue samples.
Main Results:
- The T/T genotype of rs3768490 was significantly associated with a reduced likelihood of early ADT resistance (OR=0.18, p=0.0359).
- High D'Amico risk classification strongly predicted early progression (OR>5.4, p<0.0004).
- Combined genotype and clinical risk improved patient stratification for ADT response.
- GSTM5 expression was slightly elevated in T/T carriers, suggesting a protective effect.
Conclusions:
- The rs3768490 T/T genotype may confer protection against ADT resistance in prostate cancer, potentially via modulation of GSTM5 expression.
- Integrating genetic biomarkers like rs3768490 with clinical data may enhance personalized treatment strategies for PC.
- Further research is warranted to validate these preliminary findings and their clinical utility.
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