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1.
Oncol Rep ; 42(2): 763-774, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31173253

ABSTRACT

Multidrug resistance to anticancer drugs, which is often associated with enhanced expression of the ATP­binding cassette (ABC) transporter P­glycoprotein (encoded by the ABCB1 gene) may limit the effects of cancer therapy. Epigenetic regulation of ABCB1 expression may thus have a clinical impact. A detailed assessment of ABCB1 promoter methylation is of importance for predicting therapy outcome and prognosis. Thus, validated methods for the analysis of ABCB1 promoter methylation are urgently required. In the present study, high­resolution melting (HRM) analysis of the CpG island regions covering the distal promoter of the ABCB1 gene was developed and compared with pyrosequencing. In addition, the clinical effects of the methylation status of the ABCB1 promoter were analyzed in patients with breast and ovarian carcinoma prior and subsequent to chemotherapy treatment. HRM analysis of ABCB1 methylation correlated with the results of pyrosequencing (P=0.001) demonstrating its analytical validity and utility. Hypermethylation of the analyzed ABCB1 promoter region was significantly correlated with low levels of the ABCB1 transcript in tumors from a subset of patients with breast and ovarian carcinoma prior to chemotherapy but not following treatment. Finally, high ABCB1 transcript levels were observed in tumors of patients with short progression­free survival prior to chemotherapy. Our data suggest the existence of functional epigenetic changes in the ABCB1 gene with prognostic value in tumor tissues of patients with breast and ovarian carcinoma. The clinical importance of such changes should be further evaluated.


Subject(s)
Biomarkers, Tumor/genetics , Breast Neoplasms/pathology , DNA Methylation , Ovarian Neoplasms/pathology , Polymerase Chain Reaction/methods , Promoter Regions, Genetic , ATP Binding Cassette Transporter, Subfamily B/genetics , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Carcinoma, Ductal, Breast/drug therapy , Carcinoma, Ductal, Breast/genetics , Carcinoma, Ductal, Breast/pathology , Cystadenocarcinoma, Serous/drug therapy , Cystadenocarcinoma, Serous/genetics , Cystadenocarcinoma, Serous/pathology , Epigenesis, Genetic , Female , Follow-Up Studies , Gene Expression Regulation, Neoplastic , Humans , Neoplasm Invasiveness , Nucleic Acid Denaturation , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/genetics , Prognosis , Retrospective Studies , Survival Rate
2.
Breast Cancer Res ; 19(1): 125, 2017 Nov 28.
Article in English | MEDLINE | ID: mdl-29183390

ABSTRACT

BACKGROUND: Controversies exist as to whether the genetic polymorphisms of the enzymes responsible for the metabolism of tamoxifen can predict breast cancer outcome in patients using adjuvant tamoxifen. Direct measurement of concentrations of active tamoxifen metabolites in serum may be a more biological plausible and robust approach. We have investigated the association between CYP2D6 genotypes, serum concentrations of active tamoxifen metabolites, and long-term outcome in tamoxifen treated breast cancer patients. METHODS: From an original observational study comprising 817 breast cancer patients, 99 women with operable breast cancer were retrospectively included in the present study. This cohort of patients were adjuvantly treated with tamoxifen, had provided serum samples suitable for measuring tamoxifen metabolites, and were relapse-free at 3 years after the primary treatment commenced. The median follow-up time from this entry point to breast cancer death was 13.9 years. Patients were CYP2D6 genotyped and grouped into four CYP2D6 phenotype groups (Ultra rapid, extensive, intermediate, and poor metabolizers). Tamoxifen and nine metabolites were quantified in serum (n = 86) and compared with CYP2D6 phenotype groups and outcome. RESULTS: Breast cancer patients with low concentrations of Z-4-hydroxy-tamoxifen (Z-4OHtam; ≤ 3.26 nM) had a breast cancer-specific survival (BCSS) of 60% compared to 84% in patients with Z-4OHtam concentrations > 3.26 nM (p = 0.020, log-rank hazard ratio (HR) = 3.56, 95% confidence interval (CI) = 1.14-11.07). For patients with Z-4-hydroxy-N-desmethyl-tamoxifen (Z-endoxifen) levels ≤ 9.00 nM BCSS was 57% compared to 84% for patients with concentrations > 9.00 nM (p = 0.029, HR = 3.73, 95% CI = 1.05-13.22). Low concentrations of Z-4OHtam and Z-endoxifen were associated with poorer survival also after adjusting for clinically relevant variables (HR = 4.27, 95% CI = 1.35-13.58, and HR = 3.70, 95% CI = 1.03-13.25, respectively). Overall survival analysis showed similar survival differences for both active metabolites. The Antiestrogen Activity Score showed comparable effects, but did not improve the prognostic information. CONCLUSIONS: Patients with Z-4OHtam and Z-endoxifen concentrations lower than 3.26 nM or 9.00 nM, respectively, showed an adverse outcome. Our results suggest that direct measurement of active tamoxifen metabolite concentrations could be of clinical value. Validation in larger study cohorts is warranted.


Subject(s)
Antineoplastic Agents, Hormonal/pharmacokinetics , Breast Neoplasms/blood , Breast Neoplasms/mortality , Tamoxifen/pharmacokinetics , Adult , Aged , Aged, 80 and over , Antineoplastic Agents, Hormonal/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Chemotherapy, Adjuvant , Cytochrome P-450 CYP2D6/genetics , Cytochrome P-450 CYP2D6/metabolism , Female , Humans , Middle Aged , Neoplasm Grading , Pharmacogenomic Variants , Prognosis , Retrospective Studies , Tamoxifen/therapeutic use
3.
PLoS One ; 10(5): e0126371, 2015.
Article in English | MEDLINE | ID: mdl-25955013

ABSTRACT

BACKGROUND: Copy number aberrations frequently occur during the development of many cancers. Such events affect dosage of involved genes and may cause further genomic instability and progression of cancer. In this survey, canine SNP microarrays were used to study 117 canine mammary tumours from 69 dogs. RESULTS: We found a high occurrence of copy number aberrations in canine mammary tumours, losses being more frequent than gains. Increased frequency of aberrations and loss of heterozygosity were positively correlated with increased malignancy in terms of histopathological diagnosis. One of the most highly recurrently amplified regions harbored the MYC gene. PTEN was located to a frequently lost region and also homozygously deleted in five tumours. Thus, deregulation of these genes due to copy number aberrations appears to be an important event in canine mammary tumour development. Other potential contributors to canine mammary tumour pathogenesis are COL9A3, INPP5A, CYP2E1 and RB1. The present study also shows that a more detailed analysis of chromosomal aberrations associated with histopathological parameters may aid in identifying specific genes associated with canine mammary tumour progression. CONCLUSIONS: The high frequency of copy number aberrations is a prominent feature of canine mammary tumours as seen in other canine and human cancers. Our findings share several features with corresponding studies in human breast tumours and strengthen the dog as a suitable model organism for this disease.


Subject(s)
Mammary Neoplasms, Animal/pathology , PTEN Phosphohydrolase/genetics , Proto-Oncogene Proteins c-myc/genetics , Alleles , Animals , Chromosome Aberrations , Collagen Type IX/genetics , Comparative Genomic Hybridization , Cytochrome P-450 CYP2E1/genetics , DNA Copy Number Variations , Dogs , Female , Humans , Inositol Polyphosphate 5-Phosphatases , Loss of Heterozygosity , Mammary Neoplasms, Animal/metabolism , Phosphoric Monoester Hydrolases/genetics , Ploidies , Polymorphism, Single Nucleotide
4.
Cancer Res ; 75(4): 698-708, 2015 Feb 15.
Article in English | MEDLINE | ID: mdl-25649770

ABSTRACT

TP53 gene mutation is associated with poor prognosis in breast cancer, but additional biomarkers that can further refine the impact of the p53 pathway are needed to achieve clinical utility. In this study, we evaluated a role for the HDMX-S/FL ratio as one such biomarker, based on its association with other suppressor mutations that confer worse prognosis in sarcomas, another type of cancer that is surveilled by p53. We found that HDMX-S/FL ratio interacted with p53 mutational status to significantly improve prognostic capability in patients with breast cancer. This biomarker pair offered prognostic utility that was comparable with a microarray-based prognostic assay. Unexpectedly, the utility tracked independently of DNA-damaging treatments and instead with different tumor metastasis potential. Finally, we obtained evidence that this biomarker pair might identify patients who could benefit from anti-HDM2 strategies to impede metastatic progression. Taken together, our work offers a p53 pathway marker, which both refines our understanding of the impact of p53 activity on prognosis and harbors potential utility as a clinical tool.


Subject(s)
Breast Neoplasms/genetics , Lymphatic Metastasis/genetics , Nuclear Proteins/biosynthesis , Proto-Oncogene Proteins/biosynthesis , Tumor Suppressor Protein p53/biosynthesis , Biomarkers, Tumor/biosynthesis , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Cell Cycle Proteins , Disease-Free Survival , Female , Gene Expression Regulation, Neoplastic , Humans , Lymphatic Metastasis/pathology , Mutation , Neoplasm Staging , Tumor Suppressor Protein p53/genetics
5.
BMC Med Genomics ; 3: 9, 2010 Mar 19.
Article in English | MEDLINE | ID: mdl-20302654

ABSTRACT

BACKGROUND: Increased mammographic density is one of the strongest independent risk factors for breast cancer. It is believed that one third of breast cancers are derived from breasts with more than 50% density. Mammographic density is affected by age, BMI, parity, and genetic predisposition. It is also greatly influenced by hormonal and growth factor changes in a woman's life cycle, spanning from puberty through adult to menopause. Genetic variations in genes coding for hormones and growth factors involved in development of the breast are therefore of great interest. The associations between genetic polymorphisms in genes from the IGF pathway on mammographic density and circulating levels of IGF1, its binding protein IGFBP3, and their ratio in postmenopausal women are reported here. METHODS: Samples from 964 postmenopausal Norwegian women aged 55-71 years were collected as a part of the Tromsø Mammography and Breast Cancer Study. All samples were genotyped for 25 SNPs in IGF1, IGF2, IGF1R, IGF2R, IGFALS and IGFBP3 using Taqman (ABI). The main statistical analyses were conducted with the PROC HAPLOTYPE procedure within SAS/GENETICS (SAS 9.1.3). RESULTS: The haplotype analysis revealed six haploblocks within the studied genes. Of those, four had significant associations with circulating levels of IGF1 or IGFBP3 and/or mammographic density. One haplotype variant in the IGF1 gene was found to be associated with mammographic density. Within the IGF2 gene one haplotype variant was associated with levels of both IGF1 and IGFBP3. Two haplotype variants in the IGF2R were associated with the level of IGF1. Both variants of the IGFBP3 haplotype were associated with the IGFBP3 level and indicate regulation in cis. CONCLUSION: Polymorphisms within the IGF1 gene and related genes were associated with plasma levels of IGF1, IGFBP3 and mammographic density in this study of postmenopausal women.


Subject(s)
Carrier Proteins/genetics , Glycoproteins/genetics , Insulin-Like Growth Factor Binding Proteins/genetics , Insulin-Like Growth Factor II/genetics , Insulin-Like Growth Factor I/genetics , Mammography , Receptor, IGF Type 1/genetics , Receptor, IGF Type 2/genetics , Aged , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Body Mass Index , Breast Neoplasms/blood , Breast Neoplasms/diagnosis , Breast Neoplasms/genetics , Carrier Proteins/blood , Female , Genotype , Glycoproteins/blood , Haplotypes , Humans , Insulin-Like Growth Factor Binding Protein 3 , Insulin-Like Growth Factor Binding Proteins/blood , Insulin-Like Growth Factor I/analysis , Insulin-Like Growth Factor II/analysis , Middle Aged , Polymorphism, Single Nucleotide , Receptor, IGF Type 1/blood , Receptor, IGF Type 2/blood
6.
Cancer Res ; 68(14): 5562-71, 2008 Jul 15.
Article in English | MEDLINE | ID: mdl-18632608

ABSTRACT

The CpG island spanning the transcription start of the glutathione S-transferase P1 becomes methylated in a variety of human cancers including breast cancer. To study the effect of sequence variation on hypermethylation of the GSTP1 promoter, we analyzed the genetic and epigenetic variability in 90 tumors from patients with locally advanced breast cancer. High-resolution quantitative analysis revealed large variability in the DNA methylation levels. Lack of methylation was more often observed in the basal and normal-like estrogen receptor (ER)-negative tumors, and methylated GSTP1 was associated with better overall survival (P = 0.00063). Studies of the genetic variation identified 14 different haplotypes. The distribution of methylation levels of tumors homozygous for the most frequent haplotype was significantly different from other haplotype combinations (P = 0.011), the difference being more pronounced in ER-positive (P = 0.005) and progesterone receptor-positive (P = 0.008) tumors. Regression modeling identified the ER status and haplotype as the main determinants of DNA methylation variability. We identified a putative c-Myb response element (MRE) that was present in one of two minimal promoter haplotypes. In vitro analysis showed that c-Myb binds to the MRE, but binding was weakened by the two polymorphisms. Transient cotransfections in luminal-type and basal-like breast cancer cell lines confirmed cell-specific differential binding of c-Myb to the polymorphic sites, leading to a change in the expression from the GSTP1 promoter in vivo. GSTP1 expression was moderately but significantly (P = 0.01) reduced after siRNA-mediated knockdown of c-Myb. Our results indicate that haplotype structure of a promoter is important for the extent of DNA methylation.


Subject(s)
Breast Neoplasms/genetics , Breast Neoplasms/pathology , DNA Methylation , Glutathione S-Transferase pi/genetics , Haplotypes , Promoter Regions, Genetic , CpG Islands , Epigenesis, Genetic , Glutathione S-Transferase pi/physiology , Humans , Polymorphism, Genetic , Protein Binding , Proto-Oncogene Proteins c-myb/metabolism , RNA, Small Interfering/metabolism , Receptors, Estrogen/metabolism , Regression Analysis , Response Elements
7.
Int J Cancer ; 123(3): 577-85, 2008 Aug 01.
Article in English | MEDLINE | ID: mdl-18498133

ABSTRACT

Genetic factors are thought to play a role in resistance towards chemotherapeutic agents such as 5-fluorouracil (5-FU). Approximately 30 genes are directly or indirectly involved in 5-FU metabolism, and genetic variation in any of these may contribute to anti-tumor response. Polymorphisms in these genes were analyzed in relation to tumoral mRNA levels of 5-FU metabolizing genes, response to chemotherapy and survival. A total of 21 genetic variants were studied in 35 breast cancer patients treated with 5-FluoroUracil, mitomycin (FUMI) and in a similar cohort of 90 doxorubicin treated breast cancer patients. Genotype distributions were compared using 109 healthy controls. No significant association was found between any polymorphisms and response to chemotherapy as measured by shrinkage of tumor. However, carriers of 3 copies of the TYMS 5'UTR repeat had shorter survival than noncarriers (p = .048) in the FUMI treatment group, but not in the doxorubicin treated group. Carriers of 3 copies of the repeat were also more frequently observed in both patients groups than in healthy controls (p = .034). Several highly significant associations were observed between genotypes and expression levels of 5-FU metabolizing genes. A SNP in codon 72 of TP53 was revealed to be a key regulator of 5-FU metabolizing genes such as DHFR and MTHFR, constituting 50% of all significant associations observed after FUMI therapy. These data suggest that 3 copies of the TYMS 5'UTR repeat may give a treatment specific reduced survival in breast cancer patients, and that TP53 may have a direct, allele specific, role in 5-FU mediated response.


Subject(s)
Antimetabolites, Antineoplastic/metabolism , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Fluorouracil/metabolism , Polymorphism, Single Nucleotide , Tumor Suppressor Protein p53/genetics , Adult , Aged , Aged, 80 and over , Analysis of Variance , Antibiotics, Antineoplastic/administration & dosage , Antimetabolites, Antineoplastic/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/metabolism , Breast Neoplasms/metabolism , Breast Neoplasms/mortality , Case-Control Studies , Doxorubicin/administration & dosage , Female , Fluorouracil/administration & dosage , Fluorouracil/therapeutic use , Genetic Predisposition to Disease , Haplotypes , Humans , Linkage Disequilibrium , Middle Aged , Mitomycin/administration & dosage , RNA, Messenger/analysis , RNA, Neoplasm/analysis , Survival Analysis , Treatment Outcome
8.
Genes Chromosomes Cancer ; 47(8): 680-96, 2008 Aug.
Article in English | MEDLINE | ID: mdl-18398821

ABSTRACT

Breast carcinomas are characterized by DNA copy number alterations (CNAs) with biological and clinical significance. This explorative study integrated CNA, expression, and germline genotype data of 112 early-stage breast cancer patients. Recurrent CNAs differed substantially between tumor subtypes classified according to expression pattern. Deletion of 16q was overrepresented in Luminal A, and a predictor of good prognosis, both overall and for the nonluminal A subgroups. The deleted region most significantly associated with survival mapped to 16q22.2, harboring the genes TXNL4B and DXH38, whose expression was strongly correlated with the deletion. The area most frequently deleted resided on 16q23.1, 3.5 MB downstream of the area most significantly associated with survival, and included the tumor suppressor gene ADAMTS18 and the cell recognition gene CNTNAP4. Whole-genome association analysis identified germline single nucleotide polymorphisms (SNPs) and their corresponding haplotypes, residing on several different chromosomes, to be associated with deletion of 16q. The genes where these SNPs reside encode proteins involved in the extracellular matrix (CHST3 and SPOCK2), in regulation of the cell cycle (JMY, PTPRN2, and Cwf19L2) and chromosome stability (KPNB1).


Subject(s)
Breast Neoplasms/genetics , Chromosome Deletion , Chromosomes, Human, Pair 16/genetics , Gene Expression Regulation, Neoplastic , Cell Survival , Chromosome Mapping , Female , Gene Expression Profiling , Genome, Human , Germ-Line Mutation , Haplotypes , Humans , Neoplasm Proteins/analysis , Neoplasm Proteins/genetics , Polymorphism, Single Nucleotide , RNA, Messenger
9.
Pharmacogenet Genomics ; 18(3): 263-73, 2008 Mar.
Article in English | MEDLINE | ID: mdl-18300948

ABSTRACT

OBJECTIVES: Resistance of tumor cells to multiple cytostatic agents is one of the major impediments of successful cancer chemotherapy. A large part of resistance of tumors to chemotherapy is caused by the ABC transporter P-glycoprotein encoded by the ABCB1 gene. The main aim of this study was to assess the prognostic value of ABCB1 genotype and phenotype in breast cancer. METHODS: Six ABCB1 single nucleotide polymorphisms (SNPs) were determined in 90 Czech breast cancer patients by a novel method that allows simultaneous assessment of multiple polymorphisms on a single electronic microarray. Expression levels of ABCB1 were quantified in tumor and nontumor samples of breast cancer patients by real-time PCR. T-test, analysis of variance and Fisher's exact test were used to analyze the effect of ABCB1 polymorphisms on ABCB1 expression levels and for the analysis of associations between ABCB1 expression, genotype and clinical and pathological characteristics. RESULTS: ABCB1 was expressed in 98.9% of the tumor and in 97.5% of the nontumor samples. ABCB1 was downregulated in 79.5% of tumors compared with the nontumor samples. No significant correlation was observed between ABCB1 mRNA expression levels and clinical and pathological characteristics. High frequencies of the variant alleles in ABCB1 exon 12 (1236C>T, 38.3%) and exon 26 (3435C>T, 54.0%) were observed. Individuals with variant alleles in exons 12 and 26 had significantly lower ABCB1 expression levels in their tumors. SNPs in exons 12 and 26 also correlated with estrogen receptor status of patients. CONCLUSION: ABCB1 SNPs may affect function of P-glycoprotein by influencing the expression level and modify breast cancer prognosis.


Subject(s)
ATP Binding Cassette Transporter, Subfamily B, Member 1/genetics , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Polymorphism, Single Nucleotide , ATP Binding Cassette Transporter, Subfamily B , Adult , Aged , Alleles , Base Sequence , Breast Neoplasms/drug therapy , Breast Neoplasms/metabolism , DNA Primers/genetics , Drug Resistance, Multiple/genetics , Drug Resistance, Neoplasm/genetics , Female , Gene Expression Regulation, Neoplastic , Gene Frequency , Humans , Middle Aged , Oligonucleotide Array Sequence Analysis , Pharmacogenetics , Polymerase Chain Reaction , Prognosis , RNA, Messenger/genetics , RNA, Neoplasm/genetics , Receptors, Estrogen/metabolism
10.
Breast Cancer Res ; 9(6): 113, 2007.
Article in English | MEDLINE | ID: mdl-18036273

ABSTRACT

Recently, genome-wide association studies of breast cancer revealed single nucleotide polymorphisms (SNPs) in five genes with novel association to susceptibility. While there is little doubt that the novel susceptibility markers produced from such highly powered studies are true, the mechanisms by which they cause the susceptibility remain undetermined. We have looked at the expression levels of the identified genes in tumours and found that they are highly significantly differentially expressed between the five established breast cancer subtypes. Also, a significant association between SNPs in these genes and their expression in tumours was seen as well as a significantly different frequency of the SNPs between the subtypes. This suggests that the observed genes are associated with different breast cancer subtypes, and may exert their effect through their expression in the tumours. Thus, future studies stratifying patients by their molecular subtypes may give much more power to classic case control studies, and genes of no or borderline significance may appear to be high-penetrant for certain subtypes and, therefore, be identifiable.


Subject(s)
Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Breast Neoplasms/chemistry , Breast Neoplasms/genetics , Polymorphism, Single Nucleotide , Analysis of Variance , Apoptosis Regulatory Proteins , Breast Neoplasms/pathology , Female , Gene Expression Regulation, Neoplastic , Genetic Predisposition to Disease , High Mobility Group Proteins , Humans , MAP Kinase Kinase Kinase 1/analysis , MAP Kinase Kinase Kinase 1/genetics , Microfilament Proteins/analysis , Microfilament Proteins/genetics , RNA, Long Noncoding , RNA, Untranslated/analysis , RNA, Untranslated/genetics , Receptor, Fibroblast Growth Factor, Type 2/analysis , Receptor, Fibroblast Growth Factor, Type 2/genetics , Receptors, Progesterone/analysis , Receptors, Progesterone/genetics , Trans-Activators , Up-Regulation
11.
Pharmacogenet Genomics ; 17(2): 127-36, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17301692

ABSTRACT

BACKGROUND AND OBJECTIVE: Many environmental and genetic factors influence the development of chemoresistance. The goal of this study was to characterize the genetic variation in the ABCB1, GSTM1, GSTT1 and GSTP1 genes, as well as the haplotype structure in the ABCB1 gene. METHODS: Variants in these genes were studied in 109 healthy controls and 93 breast cancer cases, both of Caucasian origin. The cases were analyzed in relation to TP53 mutation status and response to doxorubicin. Both single and multiple single nucleotide polymorphism analyses were performed. RESULTS: Chi-square analyses revealed a significant association between TP53 mutation status and both the GA genotype of ABCB1 exon 11 (Ser400Asn) and the GG genotype of GSTP1 (Ile105Val; P<0.01 and P<0.05, respectively). Multifactor dimensionality reduction showed that carriers of the combined GG genotype for GSTP1 and the GG for ABCB1 exon 11 had the highest chance of acquiring a mutation in the TP53 gene (P<0.02). Haplotype analysis of ABCB1 revealed a significantly different distribution of haplotypes between the breast cancer cases and the controls (P<0.01). A specific haplotype association to TP53 mutation (P<0.01) distant metastases (P<0.05) and estrogen receptor status (P<0.05) was also observed in the case group. CONCLUSION: An association between polymorphisms in GSTP1 and ABCB1 and risk of acquiring intratumoral TP53 mutations suggests the existence of putative predisposing genotype backgrounds. The degree of linkage disequilibrium in the ABCB1 gene was higher in healthy individuals, whereas haplotypes in the cases seemed degenerated by a number of low frequency variants. This observation may either point to the existence of a protective haplotype in the controls or may underline the importance of the accumulation of low frequency variants as susceptibility factors.


Subject(s)
Breast Neoplasms/enzymology , Breast Neoplasms/genetics , Genetic Predisposition to Disease , Glutathione Transferase/genetics , Organic Anion Transporters/genetics , Polymorphism, Single Nucleotide/genetics , Tumor Suppressor Protein p53/genetics , ATP Binding Cassette Transporter, Subfamily B , ATP Binding Cassette Transporter, Subfamily B, Member 1 , Adult , Aged , Aged, 80 and over , Breast Neoplasms/drug therapy , Case-Control Studies , Chi-Square Distribution , Doxorubicin/therapeutic use , Female , Genotype , Glutathione S-Transferase pi/genetics , Humans , Linkage Disequilibrium/genetics , Middle Aged , Mutation/genetics , Norway , Recombination, Genetic , Treatment Outcome
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