- Research article
- Open Access
The prognostic impact of GSTM1/GSTP1 genetic variants in bladder Cancer
BMC Cancer volume 19, Article number: 991 (2019)
The glutathione S-transferases (GSTs) are a superfamily of phase II detoxifying enzymes that inactivates a wide variety of potential carcinogens through glutathione conjugation. Polymorphic changes in the GST genes have been reported to be associated with increased susceptibility to cancer development and anticancer drug resistance. In this study, we investigated the association between genetic variants in GSTM1 and GSTP1 and patients’ clinicopathological parameters. The prognostic values of such associations were evaluated among bladder cancer patients.
Genotyping of GSTM1 and GSTP1 in bladder cancer patients was assessed using polymerase chain reaction followed by DNA sequencing. Overall survival was estimated using the Kaplan-Meier method and multiple logistic regression and correlation analysis were performed.
The GSTM1 null genotype was significantly associated with poor overall survival compared with the wild-type GSTM1 genotype. There was a trend towards better overall survival in patients with wild-type GSTP1 allele (AA) compared with GSTP1 (AG/GG) genotype. Interestingly, Kaplan-meier survival curve for GSTM1 null patients adjusted for sub-cohort with amplified HER2 gene showed poor survival compared with the GSTM1 null/ non-amplified HER2 gene. Also the same population when adjusted with HER2 protein expression, data showed poor survival for patients harboring GSTM1 null/high HER2 protein expression compared with low protein expression.
This study focuses on the impact of GSTM1 null genotype on bladder cancer patients’ outcome. Further investigations are required to delineate the underlying mechanisms of combined GSTM−/− and HER2 status in bladder cancer.
Bladder cancer is the 9th most common cancer and a leading cause of cancer-related death worldwide. It has been estimated that around 550,000 new bladder cancer cases and 199,922 deaths occurred in the year 2018 worldwide and these numbers are expected to double in the upcoming years . The disease is highly recurring and do frequently progress to a muscle invasive phenotype which necessitate a vigilant and continuous monitoring protocol . Despite advances in diagnostic and treatment modalities, bladder cancer remains source of co-morbidity and continues to pose challenges for clinicians given that patients’ outcome being solely dependent on the grading and staging system . Therefore, a deeper understanding of the bladder cancer pathogenesis and associated mechanisms will undoubtedly improve patients’ outcome via prevention of disease progression and recurrence.
It is well documented that occupational exposure to chemical carcinogens including aromatic amines and polycyclic aromatic hydrocarbons is associated with the risk of bladder cancer development [2, 4]. Kellen et al. reported an increased risk of developing bladder cancer associated with cumulative exposure to aromatic amines, but not to PAHs and diesel . In an independent study, Ferrís et al. concluded that bladder cancer is a result of the interaction between constitutional and environmental risk factors including aromatic amines and polycyclic aromatic hydrocarbons . The involvement of environmental factors such as cigarette smoking in bladder carcinogenesis has been extensively investigated [7, 8]. Recent evidence supports the dynamic interplay between environmental factors and other co-factors, including genetic predisposition, in the pathogenesis of bladder cancer .
Protecting against carcinogen-induced and chemotherapy-induced oxidative stress involves a series of event characterized by the activation of phase-II cellular detoxifying enzymes; Glutathione S-transferases (GSTs) or N-acetyltransferases (NATs) . GSTs enzymes superfamily consist of at least 16 genes located on more than 7 chromosomes . Although they are structurally different with distinct evolutionary origins, all GSTs isoenzymes are functionally similar in protection against electrophiles and oxidative stressors. The cytosolic sub-family of GST is found to be active in a homo- or heterodimeric state and is sub-divided into eight classes designated as follow: GST alpha (α), mu (μ), kappa (κ), omega (ω), pi (π), sigma (σ), theta (θ), and zeta (ζ) . GSTs play a critical protective anticancer role through glutathione conjugation with a range of potentially cytotoxic exogenous or endogenous molecules making them less toxic. Allelic polymorphisms in these genes elicit changes in enzyme activities leading to biotransformation and play important role in the development and progression of different cancers, such as lung, colorectal, leukemia, breast and bladder cancers. Furthermore, Sau et al. showed the contribution of GSTs overexpression in resistance against several anti-cancer drugs .
GSTM1 gene is located on chromosome 1p13.3 and the most common polymorphic variant of GSTM1 gene is the homozygous deletion (GSTM1 null genotype) characterized by abolished enzyme activity . Many studies have investigated the relationship between the genetic polymorphism of GSTM1 and the risk of cancer, but the association remains controversial among different populations. Previous epidemiological studies showed an association between the homozygous deletion of GSTM1 and increased risk of lung, colorectal and head and neck cancers [15,16,17]. However other studies failed to establish the association between GSTM1 null and the risk of several types of cancers [18,19,20,21].
GSTP1 is encoded by a single gene located on chromosome 11 . The common functional GSTP1 polymorphism at codon 105 is an A to G substitution resulting in an amino acid switch from isoleucine to valine (Ile105Val) and lowering the catalytic activity of GSTP1enzyme . The decreased detoxification capacity of the GSTP1 enzyme resulted in differences in chemotherapeutic responses. The increased expression of the GSTP1 Val105 genotype was shown to be associated with a variety of tumors, such as ovarian, breast, colon, lymphoma, and pancreas . The hypothesis that GSTP1 variants modulate the risk of urinary bladder cancer has also been investigated [24, 25]. However, inconclusive results have been reported on the association between GSTP1 gene polymorphisms and the risk of bladder cancer: while a number of studies identified an obvious association between GSTP1 polymorphisms Ile105Val and bladder carcinoma risk [26,27,28], other studies illustrated that there are no association between GSTP1 Ile105Val polymorphism and bladder cancer [29, 30].
HER2 is a trans-membrane glycoprotein receptor tyrosine kinase of the epidermal growth factor receptor family EGFR/ErbB. It plays an important role in the development and progression of many tumor types including breast, gastric and bladder cancers . Recent sequencing efforts to uncover the complex genomic landscape of bladder cancer identified six distinct molecular subtypes. HER2-like is one of the main subtypes characterise by higher ERBB2 amplification and signalling . HER2 is considered one of the most important prognostic biomarkers that play an important role in the patho-physiology of bladder cancers and a potential therapeutic target in bladder cancer [31, 33, 34]. Also, interactions between GST gene family and other genes including HER2 may be involved in cancer susceptibility and clinical management of cancer patients. In the present study, we aim to investigate the prognostic value of GSTM1 and GSTP1 genetic polymorphisms in patients with bladder cancer and evaluate their association with patients’ clinicopathological parameters. We also attempted to evaluate the clinical significance of HER2 status in cases confirmed to have GSTM1/ GSTP1 variants with bladder cancer prognosis.
Patients and sample collection
Formalin-fixed paraffin-embedded (FFPE) tissue samples were obtained from histologically confirmed bladder cancer patients who underwent bladder resection between 2005 and 2012 at King Abdulaziz University Hospital (KAUH), Jeddah, Saudi Arabia. The study group consists of 93 patients; only specimens containing more than 80% cellular composition were used in the analysis. All patients have not been subjected to any chemotherapy or radiotherapy prior to sample collection. Clinical and pathological data including age, gender, tumor grade, tumor stage, lymph node, vascular invasion, metastasis, and survival were gathered from patients’ medical records and summarized in Table 1. This study was ethically approved by the institutional research ethics committee, faculty of medicine, King Abdulaziz University (ref. N. 149–14).
Genomic DNA was extracted from FFPE tissue samples using QIAamp DNA FFPE Tissue Kit (Qiagen) according to the manufacturer’s instructions. Purified DNA was eluted in 50 μl elution buffer and stored at − 80 °C until use. Purity and concentration of eluted DNA was analyzed using a spectrophotometer system (Nanodrop 2000, Thermo Scientific, USA).
GSTM1 and GSTP1 SNP genotyping
Genotyping for the detection of GSTM1 (present/null) and GSTP1 Ile105Val polymorphisms was performed as described previously . Genotyping was carried out using real time PCR Kit (Qiagen) as per the manufacturer’s recommendation. Briefly 200 ng DNA was amplified in an overall volume of 25 μl/ reaction. GSTM1 and GSTP1 oligonucleotide primers were purchased from MWG-Biotech (Ebersberg, Germany) to amplify the GSTM1 fragments, (Forward: 5′-CTGCCCTACTTGATTGATGGG-3′; Reverse: 5′-CTGGATTGTAGCAGATCATGC-3′), GSTP1 (Forward: 5′-ACCCCAGGGCTCTATGGGAA-3′, Reverse: 5′-TGAGGGCACAAGAAGCCCCT-3′) PCR was performed on a Thermal Cycler 480 apparatus (Applied Biosystems, USA). Thermo cycler parameters included: an initial denaturation at 94 °C/ 15 min; followed by 35 cycles of denaturation at 94 °C/ 1 min, annealing at 57 °C /1 min, and extension at 74 °C/ 1 min; and a final extension at 72 °C/10 min. Confirmation of PCR products were examined by 2% agarose gel electrophoresis and visualized using a Syngene UV transilluminator.
To sequence the amplified GSTP1 PCR products, sequencing kit (BigDye® Terminator v3.1 kit, Thermo Scientific, USA) was used according to the manufacturer’s instructions using Genetic analyzer 3500 (Applied Biosystems, UK). The resulting sequence data was analyzed using Applied Biosystems sequence analysis software (v 5.4). GSTP1 genotypes were determined as wild type Ile/Ile (AA), heterozygous type Ile/Val (AG) or homozygous variant type Val/Val (GG) as shown in Fig. 1c. As for GSTM1, the PCR products were separated on a 2% agarose gel and determined as null/ present genotypes.
HER2 immunostaining was undertaken earlier . The expression of HER2 protein is mainly membranous, the protein expression in our bladder samples was evaluated as follows: No expression = negative Vs. Expression = weak, + 1; moderate, + 2; strong, + 3.
Statistical data analysis was performed using SPSS (SPSS, version 25, USA). Appropriate, Chi-square test and Fisher’s exact test were used to establish any significant differences in polymorphism incidences between bladder cancer cases. Multivariate Cox regression model were used to evaluate the prognostic significance of GSTs genes, HER2 and other clinicopathological factors. Cumulative survival probabilities were estimated using the Kaplan-Meier method, with log-rank comparison test. Multiple logistic regression analysis was performed to assess the association between GST polymorphisms with aggressiveness of bladder cancer. Odds Ratios (OR) and their 95% Confidence Intervals (95% CI) were used to calculate the results. The wild type of all genotypes was used as the reference group. Interactions between GSTM1 and GSTP1 polymorphisms and aggressiveness bladder cancer phenotypes were analyzed using Spearman correlation analysis. In all tests, the values p ≤ 0.05 were considered as statistically significant.
Characteristics of the study population
In the current study, 93 patients with urinary bladder carcinoma were genotyped for two polymorphisms in two important genes of the glutathione-s-transferase family involved in xenobiotic metabolism. The distribution of the clinicopathological characteristics of the bladder cancer patients is presented in Table 1. Patients age ranges from 34 to 93 years with median age of 64 ± 12, the median follow-up time of 10.10 months (ranging 0–139 months) and preponderance of male over female in the ratio 5:1.
Genotype distributions of the GSTM1and GSTP1 polymorphisms in patients
Polymerase chain reaction-based and Sanger gene sequencing-base assays were undertaken to assess the contribution of genetic polymorphism in GSTM1 and GSTP1 to the susceptibility of bladder cancer (Fig. 1). Lack of amplification products for the GSTM1 gene was considered as a homozygous null genotype (−/−). Our data revealed that a total of 44 bladder cancer patients out of 93 (47.31%) had a GSTM1-deleted genotype (−/−). GSTM1 specific bands showing on agarose gel electrophoresis was seen in 45 out of 93 patients (48.38%). No further investigations were carried out to discriminate between heterozygous deletion (+/−) and wild-type (+/+) GSTM1 variants hence both heterozygous deletion and wild-type variants are considered GSTM1 present (Fig. 1a).
As for the GSTP1 frequencies, amplified PCR products containing GSTP1 were visualized on agarose gels (Fig. 1b) and the resultant DNA fragments were subjected to Sanger sequencing using BigDye terminator v3.1 (Life technologies). The GSTP1 wild allele homozygote (AA), heterozygote (AG) and variant allele homozygote (GG) genotypes were 36/93 (38.70%), 36/93 (38.70%) and 6/93 (6.45%) respectively (Fig. 1c). Merging both AG/GG genetic variants represent 45.16% (42/93) of the total analyzed cases, Table 2.
A higher frequency within our cohort was found between those carrying GSTM1 null and GSTP1 recessive homozygote / heterozygote AG/GG 23 (24.73%), whereas the lower percentage was with GSTM1 null and the GSTP1 wild allele 14 (15.05%) shown in Fig. 2. No statistical significant was found between GSTs different groups.
Effect of GSTM1and GSTP1 polymorphisms on patients’ survival
Kaplan-Meier curve showed that GSTM1 null genotype was associated with poor overall survival in comparison to GSTM1 present genotype, log rank p = 0.038 (Fig. 3a). As for GSTP1, though it is not statistically significant, patients harboring the wild type allele GSTP1 AA have tendency for better survival in comparison to patients with GSTP1 AG/GG genotype (Log rank, p = 0.234). GSTP1 AG carriers had the worst overall survival compared to GSTP1 AA or GG genotypes carriers (Fig. 3b, c. However, the associations were not statistically significant (log-rank test; p = 0.40). When merging GSTM1 survival and GSTP1 polymorphisms (Fig. 3d), there was trend towards poorer survival for patients with combined GSTM1 null and GSTP1 AG/GG (Log rank, p = 0.146).
Relationships between GST genotypes, HER2 status and survival outcomes
Published data, including our own, revealed that bladder cancer exhibit high ratios of the Human Epidermal growth factor Receptor 2 (HER2) gene amplification, after breast and gastric cancers, and also demonstrates frequent overexpression of HER2 protein [33, 34]. Recently published data revealed that bladder cancer possess the highest frequency mutation in HER2 gene across 38 types of tumors analyzed . Furthermore, HER2 is considered among the prognostic factors, along with staging and grading system, in urothelial bladder cancer . In the current study we sought to investigate the relationship between GSTM1 and GSTP1 polymorphisms in respect to HER2 status of the same cohort. HER2 protein expression and gene amplification data  were available for 89 patients out of our 93 bladder cancer patients. Histograms showed the frequency of expression patterns of HER2 protein receptors in our cohort (Additional file 1: Figure S1). To establish the relationship between GST genotypes and HER2 status, bright field double in situ hybridization (BDISH) and immunohistochemistry (IHC) data were used to analyze HER2 gene amplification and protein expression within the GSTP1/ GSTM1 analyzed cohort. Our data indicated no association between HER2 protein level and both GSTP1 (p = 0.07) and GSTM1 (p = 0.75) polymorphic status (Table 3). However, HER2 gene amplification was significantly associated with the GSTP1 AA, AG & GG variants (p = 0.03). Such a relationship was not established for amplified HER2 gene and GSTM1 null/present variants (Table 3).
Interestingly, Kaplan-Meier survival curve for GSTM1 status adjusted to HER2 gene status (amplified or non-amplified) showed a significant impact on patients’ overall survival. Figure 4a, illustrates that poor overall survival was associated with combining GSTM1 null and amplified HER2 gene (Log rank, p = 0.05), though this was not the case with non-amplified HER2 patients (Fig. 4b). To further confirm the observed relationship between amplified HER2 gene and GSTM1 null, we sought to analyze the relationship between HER2 protein level and GSTM1 genotype. Similarly, survival curve (Fig. 4c) showed poor survival for patients carrying GSTM1 null variant with high HER2 protein expression (Log rank, p = 0.041) compared to GSTM1 null/ low HER2 protein expression counterpart (Fig. 4D). This synergistic effect of combined GSTM1 genotype and increased HER2 status indicated a possible interaction between the two genes in bladder carcinogenesis. On the other hand, no difference in overall survival was observed in patients harboring combined GSTP1 polymorphism and altered HER2 gene/protein levels (Additional file 2: Fig. S2A - 2D). The study cohort was then stratified into two groups based on the type of tumour (MIBC and NMIBC) and statistical analysis was performed to to determine which variables were independently associated with the patients’ outcome. In a multivariate analysis polymorphic GSTs gene expression has no independent prognostic value on bladder cancer overall survival. Similarly, No independent prognostic value of HER2 status was observed on overall survival (Table 4). Considering the small number of patients in each group (MIBC = 52, NMIBC = 28), it is meaningful to further explore its prognostic value in a large population size.
GSTM1 and GSTP1 polymorphisms and clinicopathological parameters
Multiple logistic regression analysis was performed to assess the association between GSTs polymorphisms with patients’ clinical characteristics including tumor grade/ stage, muscle invasion, lymph node invasion, vascular invasion and metastasis. No association was observed between GSTM1 polymorphism and patients’ clinicopathological characteristics. Similarly, no correlation was reported between GSTP1 gene variants and patients’ clinicopathological features (Table 5).
Globally, bladder cancer is a leading cause of mortality [37, 38]. It has long been perceived that bladder cancer is a result of occupational and environmental exposure to carcinogens and tobacco smoking, however, the exact mechanisms of bladder carcinogenesis remain unclear. Recent findings suggested that genetic factors contribute potentially, through mutations in key genes, in the etiology and pathogenesis of bladder cancer [7, 8, 39]. Glutathione S-Transferases (GSTs) are members of a large gene family of cytosolic phase II xenobiotic metabolizing enzymes involved in catalyzing and detoxifying a variety of carcinogens including reactive electrophilic compounds . Members of the GST family play an important role in cellular defense through conjugation of xenobiotics with sulfhydryl group and promoting their excretion at later stage [11, 40]. It has been proposed that polymorphisms in members of GST of carcinogen-detoxifying gene family as well as in NAT2 confer increased risk of bladder cancer . Moreover, increased expression of GST family members, especially GSTP1 and GSTM1, was reported in several human solid tumors and is believed to confer resistance to various platinum-base chemotherapy drugs and metformin through regulation of many genes and molecular pathways [41, 42]. Mechanistically, it is believed that polymorphisms in genes involved in drug-metabolizing enzymes may result in drastic changes in carcinogens biotransformation leading to increased cancer susceptibility .
In our investigation we examined the frequency of GSTP1 and GSTM1 variants in a cohort of 93 bladder cancer patient from Saudi Arabia. We also evaluated the association between GSTP1 and GSTM1 gene polymorphisms with a set of clinical and pathological parameters as well as the prognostic value of both genes polymorphisms in bladder cancer patients.
The frequency and distribution of GSTM1 and GSTP1 gene variants was represented in Table 2. In our study, the ratio of GSTM1 present and null is equally distributed in our cohort 48.38 and 47.31% respectively. This data is in agreement with previous report on the frequency of the GSTM1 null genotype in the Caucasian population . In an independent study, Kang et al, revealed that the frequency of the GSTM1 null genotype was 59.1% in patients with muscle invasive bladder cancer (MIBC) . Nonetheless, it is well documented that the prevalence of GSTM1 null genotype varies significantly among populations from different ethnic groups . As for GSTP1 gene polymorphism when we considered patients holding at least one copy of the dominant allele, data indicated that the frequency of AA and AG genotypes were found to be significantly high in our study group with a combined ratio of 77.4% for both genotypes compared to the GG genotype (6.45%). The reported frequency of GSTP1 AA/AG genotypes is around 67% of the Iranian patients  and Indian patients . However, a slight high frequency, approximately 80%, of GSTP1 AA/AG variants was observed in in the Caucasian population with bladder cancer .
We next sought to evaluate the association between polymorphism of the GSTP1 and GSTM1 genes and patients’ outcome. Our results indicated a significant association between the null GSTM1 genotype and poor overall survival among bladder cancer patients. The association between GSTs and poor survival was previously highlighted in many cancer types including bladder cancer [48,49,50]. As for GSTP1 genotypes, our data show trend for better survival for patients with the wild allele homozygote AA in comparison to heterozygote AG and variant allele homozygote GG genotypes or to GG/AG combined though data are not significant. When GSTP1 GG/AG and GSTM1 null genotypes were present together, poor overall survival increased in comparison to GSTP1 alone.
The accumulating data suggested that genetic polymorphism of GSTs leads to reduced detoxification potential which may result in increased DNA adduct levels in the target tissues and eventual mutations in the driver genes leading carcinogenesis. Therefore, the association of GSTP1/ GSTM1 variants with highly malignant disease and poor prognosis in cancer patients was suggested .
Previous studies on patients from different ethnic origins revealed that individuals with the null GSTM1 were at high risk of developing bladder cancer [26, 51,52,53,54]. This association was also seen between GSTM1 null and other cancers such as breast , lung  and colorectal cancers . Anwar et al. showed significantly higher GSTM1 null distribution in bladder cancer patients than in healthy individuals . The distribution of the null GSTM1 in our cohort did not show any significant difference in comparison to the wild-type allele which may indicate that the null genotype is not the only factor in determining the increased risk and aggressiveness of bladder cancer but is certainly one of many combined genetic factors that contribute to the pathogenesis of the disease. To-Figueras et al. suggested a relation between GSTM1 null genotype and p53 mutation in increasing the risk of lung cancer susceptibility among smokers . In an early observation by Ryk et al. the investigators demonstrated that the carriers of the variant allele of the GSTP1 Ile105Val polymorphism were characterized by frequent mutations in the tumor suppressor gene p53 and high-grade/ high stage tumors in bladder cancer . In an independent investigation we performed high throughput mutational analysis of 50 oncogenes and tumor suppressor genes using cancer hotspot panel (CHP, v.2). Our data indicated that high proportion (~ 82%) of our bladder cancer cohort harbor p53 mutation (data not published) which may suggest the involvement of p53 mutation in association with GSTP1 in the risk of bladder cancer development and drug resistance. This suggestion is valid knowing that GSTP1 gene contains a functional canonical p53 binding motif and the capacity of p53 to transcriptionally activate the human GSTP1 gene .
In the same context and for the first time we investigated the relationship between different GSTP1/GSTM1 variants and Human Epidermal growth factor Receptor 2 (HER2) gene/ protein status in bladder cancer patients. Our data indicated that patients with high HER2 protein expression/ gene amplification and null GSTM1 genotype had significant poor survival compared to patients with low HER2 expression and null GSTM1 genotype, suggesting that combining HER2 status with GSTM1 genotype may have a prognostic value for bladder cancer patients. The exact mechanism of the influence of GSTM1 and HER2 on bladder cancer is yet to be elucidated. Together, our data showed that GSTM1 gene deletion either alone or in combination with HER2 may serve as markers for bladder cancer prognosis.
We observed no association between the GSTP1 Ile105Val genotype, GSTM1 genotype alone or in combination with HER2 status and patients’ clinicopathological features. This is consistent with previous published reports [29, 58], and disagree with Safarinejad et al  who found a significant increase in tumor grade and stage of bladder cancer patients carrying GSTP1 Val/Val genotype and GSTM1/GSTT1 double null genotypes.
The present study revealed that GSTM1 null genotype is significantly associated with poor overall survival in urinary bladder cancer patients. Furthermore, combined GSTM1 deletion and amplified HER2 gene might be considered as the worse prognostic genotype combination in bladder cancer. To the best of our knowledge, this is the first study to investigate the association between GSTs genes polymorphisms and HER2 status in Saudi bladder cancer patients. One of the limitations of the current investigation is scarcity of the sample size and clinical data used for correlation analysis. Therefore, further analyses using larger sample size are needed to investigate the functional significance of combined GSTM1 deletion and HER2 on bladder cancer prognosis. Furthermore, larger epidemiological studies are needed to assess the relationship between these genes and response to therapies (chemotherapy and anti-HER2 therapy) which may support their use as potential predictive biomarkers for bladder cancer treatment.
Availability of data and materials
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
Bright field double in situ hybridization
Glutathione S-Transferase mu (μ)
Glutathione S-Transferase pi (π)
Human epidermal growth factor receptor-2
Tumor, node and metastasis
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The authors would like to acknowledge King Abdullah International Medical Research Center (KAIMRC) for their financial support to cover the publication fees. Data from this manuscript was presented as a poster presentation at the NCRI cancer conference 04-06 November 2018, Glasgow, United Kingdom (http://abstracts.ncri.org.uk/abstract/evaluation-of-the-prognostic-value-of-gstp1-and-gstm1-genetic-variants-in-urothelial-bladder-carcinoma/).
The authors would like to acknowledge King Abdullah International Medical Research Centre, Kingdom of Saudi Arabia, for the financial support (protocol number# SF17/001/J). The funding body has no role in study design, data collection and analysis, interpretation of data; in the writing of the manuscript.
Ethics approval and consent to participate
The study was approved by the Ethics Committee of King Abdulaziz University Hospital, Jeddah, Saudi Arabia (Ref#149–14). Written informed consents were taken from all participants in this study and both clinical and follow up data were retrieved according to the permission and guidelines of the Ethical Committee.
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Additional file 2: Figure S2. Kaplan-Meier survival curves demonstrating the overall survival of GSTP1 adjusted with HER2 status. (A) GSTP1 genotypes with HER2 gene amplification. (B) GSTP1 genotypes with HER2 gene Non-amplification. (C) GSTP1 genotypes with HER2 Protein expression. (D) GSTP1 genotypes with No HER2 Protein expression.
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Albarakati, N., Khayyat, D., Dallol, A. et al. The prognostic impact of GSTM1/GSTP1 genetic variants in bladder Cancer. BMC Cancer 19, 991 (2019). https://doi.org/10.1186/s12885-019-6244-6
- Bladder cancer