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1.
Breast Cancer Res ; 21(1): 46, 2019 03 28.
Article in English | MEDLINE | ID: mdl-30922380

ABSTRACT

BACKGROUND: Full-term pregnancy (FTP) at an early age confers long-term protection against breast cancer. Previously, we reported that a FTP imprints a specific gene expression profile in the breast of postmenopausal women. Herein, we evaluated gene expression changes induced by parity in the breast of premenopausal women. METHODS: Gene expression profiling of normal breast tissue from 30 nulliparous (NP) and 79 parous (P) premenopausal volunteers was performed using Affymetrix microarrays. In addition to a discovery/validation analysis, we conducted an analysis of gene expression differences in P vs. NP women as a function of time since last FTP. Finally, a laser capture microdissection substudy was performed to compare the gene expression profile in the whole breast biopsy with that in the epithelial and stromal tissues. RESULTS: Discovery/validation analysis identified 43 differentially expressed genes in P vs. NP breast. Analysis of expression as a function of time since FTP revealed 286 differentially expressed genes (238 up- and 48 downregulated) comparing all P vs. all NP, and/or P women whose last FTP was less than 5 years before biopsy vs. all NP women. The upregulated genes showed three expression patterns: (1) transient: genes upregulated after FTP but whose expression levels returned to NP levels. These genes were mainly related to immune response, specifically activation of T cells. (2) Long-term changing: genes upregulated following FTP, whose expression levels decreased with increasing time since FTP but did not return to NP levels. These were related to immune response and development. (3) Long-term constant: genes that remained upregulated in parous compared to nulliparous breast, independently of time since FTP. These were mainly involved in development/cell differentiation processes, and also chromatin remodeling. Lastly, we found that the gene expression in whole tissue was a weighted average of the expression in epithelial and stromal tissues. CONCLUSIONS: Genes transiently activated by FTP may have a role in protecting the mammary gland against neoplastically transformed cells through activation of T cells. Furthermore, chromatin remodeling and cell differentiation, represented by the genes that are maintained upregulated long after the FTP, may be responsible for the lasting preventive effect against breast cancer.


Subject(s)
Gene Expression Profiling , Genomics , Mammary Glands, Human/metabolism , Parity , Premenopause , Transcriptome , Biomarkers , Computational Biology/methods , Female , Gene Expression Profiling/methods , Gene Expression Regulation , Gene Ontology , Genomics/methods , Humans , Immunohistochemistry , Reproducibility of Results , Signal Transduction
2.
Int J Cancer ; 144(5): 1010-1016, 2019 03 01.
Article in English | MEDLINE | ID: mdl-30117163

ABSTRACT

Cadmium and lead have been classified as carcinogens by the International Agency for Research on Cancer. However, their associations with breast cancer risk are unknown despite their persistence in the environment and ubiquitous human exposure. We examined associations of circulating levels of cadmium and lead with breast cancer risk in three case-control studies nested within the Cancer Prevention Study-II (CPS-II) LifeLink Cohort, European Prospective Investigation into Cancer and Nutrition - Italy (EPIC-Italy) and the Northern Sweden Health and Disease Study (NSHDS) cohorts. Metal levels were measured in stored erythrocytes from 1,435 cases and 1,433 controls using inductively coupled plasma-mass spectrometry. Summary relative risks (RR) and 95% confidence intervals (CI) were calculated using random-effects models with each study result weighted by the within- and between-study variances. I2 values were calculated to estimate proportion of between study variation. Using common cut-points, cadmium levels were not associated with breast cancer risk in the CPS-II cohort (continuous RR = 1.01, 95% CI 0.76-1.34), but were inversely associated with risk in the EPIC- Italy (continuous RR = 0.80, 95% CI 0.61-1.03) and NSHDS cohorts (continuous RR = 0.73, 95% CI 0.54-0.97). The inverse association was also evident in the meta-analysis (continuous RR = 0.84, 95% CI 0.69-1.01) with low between-study heterogeneity. Large differences in lead level distributions precluded a meta-analysis of their association with breast cancer risk; no associations were found in the three studies. Adult cadmium and lead levels were not associated with higher risk of breast cancer in our large meta-analysis.


Subject(s)
Breast Neoplasms/blood , Breast Neoplasms/etiology , Cadmium/blood , Lead/blood , Aged , Aged, 80 and over , Carcinogens/toxicity , Case-Control Studies , Environmental Exposure/adverse effects , Female , Humans , Italy , Middle Aged , Prospective Studies , Risk Factors , Sweden
3.
Int J Cancer ; 143(6): 1335-1347, 2018 09 15.
Article in English | MEDLINE | ID: mdl-29667176

ABSTRACT

Recent prospective studies have shown that dysregulation of the immune system may precede the development of B-cell lymphomas (BCL) in immunocompetent individuals. However, to date, the studies were restricted to a few immune markers, which were considered separately. Using a nested case-control study within two European prospective cohorts, we measured plasma levels of 28 immune markers in samples collected a median of 6 years before diagnosis (range 2.01-15.97) in 268 incident cases of BCL (including multiple myeloma [MM]) and matched controls. Linear mixed models and partial least square analyses were used to analyze the association between levels of immune marker and the incidence of BCL and its main histological subtypes and to investigate potential biomarkers predictive of the time to diagnosis. Linear mixed model analyses identified associations linking lower levels of fibroblast growth factor-2 (FGF-2 p = 7.2 × 10-4 ) and transforming growth factor alpha (TGF-α, p = 6.5 × 10-5 ) and BCL incidence. Analyses stratified by histological subtypes identified inverse associations for MM subtype including FGF-2 (p = 7.8 × 10-7 ), TGF-α (p = 4.08 × 10-5 ), fractalkine (p = 1.12 × 10-3 ), monocyte chemotactic protein-3 (p = 1.36 × 10-4 ), macrophage inflammatory protein 1-alpha (p = 4.6 × 10-4 ) and vascular endothelial growth factor (p = 4.23 × 10-5 ). Our results also provided marginal support for already reported associations between chemokines and diffuse large BCL (DLBCL) and cytokines and chronic lymphocytic leukemia (CLL). Case-only analyses showed that Granulocyte-macrophage colony stimulating factor levels were consistently higher closer to diagnosis, which provides further evidence of its role in tumor progression. In conclusion, our study suggests a role of growth-factors in the incidence of MM and of chemokine and cytokine regulation in DLBCL and CLL.


Subject(s)
Biomarkers/blood , Lymphoma, Large B-Cell, Diffuse/blood , Multiple Myeloma/blood , Adult , Aged , Case-Control Studies , Chemokine CCL7/blood , Chemokine CX3CL1/blood , Europe , Female , Fibroblast Growth Factor 2/blood , Follow-Up Studies , Humans , Incidence , Lymphoma, Large B-Cell, Diffuse/diagnosis , Lymphoma, Large B-Cell, Diffuse/epidemiology , Lymphoma, Large B-Cell, Diffuse/immunology , Male , Middle Aged , Multiple Myeloma/diagnosis , Multiple Myeloma/epidemiology , Multiple Myeloma/immunology , Multivariate Analysis , Prognosis , Prospective Studies , Transforming Growth Factor alpha/blood , Vascular Endothelial Growth Factor A/blood
4.
Int J Obes (Lond) ; 42(12): 2022-2035, 2018 12.
Article in English | MEDLINE | ID: mdl-29713043

ABSTRACT

BACKGROUND: Obesity is an established risk factor for several common chronic diseases such as breast and colorectal cancer, metabolic and cardiovascular diseases; however, the biological basis for these relationships is not fully understood. To explore the association of obesity with these conditions, we investigated peripheral blood leucocyte (PBL) DNA methylation markers for adiposity and their contribution to risk of incident breast and colorectal cancer and myocardial infarction. METHODS: DNA methylation profiles (Illumina Infinium® HumanMethylation450 BeadChip) from 1941 individuals from four population-based European cohorts were analysed in relation to body mass index, waist circumference, waist-hip and waist-height ratio within a meta-analytical framework. In a subset of these individuals, data on genome-wide gene expression level, biomarkers of glucose and lipid metabolism were also available. Validation of methylation markers associated with all adiposity measures was performed in 358 individuals. Finally, we investigated the association of obesity-related methylation marks with breast, colorectal cancer and myocardial infarction within relevant subsets of the discovery population. RESULTS: We identified 40 CpG loci with methylation levels associated with at least one adiposity measure. Of these, one CpG locus (cg06500161) in ABCG1 was associated with all four adiposity measures (P = 9.07×10-8 to 3.27×10-18) and lower transcriptional activity of the full-length isoform of ABCG1 (P = 6.00×10-7), higher triglyceride levels (P = 5.37×10-9) and higher triglycerides-to-HDL cholesterol ratio (P = 1.03×10-10). Of the 40 informative and obesity-related CpG loci, two (in IL2RB and FGF18) were significantly associated with colorectal cancer (inversely, P < 1.6×10-3) and one intergenic locus on chromosome 1 was inversely associated with myocardial infarction (P < 1.25×10-3), independently of obesity and established risk factors. CONCLUSION: Our results suggest that epigenetic changes, in particular altered DNA methylation patterns, may be an intermediate biomarker at the intersection of obesity and obesity-related diseases, and could offer clues as to underlying biological mechanisms.


Subject(s)
Adiposity/genetics , DNA Methylation/genetics , Epigenomics/methods , Myocardial Infarction , Neoplasms , Obesity , Genetic Markers/genetics , Genome-Wide Association Study , Humans , Leukocytes, Mononuclear/chemistry , Myocardial Infarction/epidemiology , Myocardial Infarction/genetics , Neoplasms/epidemiology , Neoplasms/genetics , Obesity/epidemiology , Obesity/genetics
5.
Cancer Causes Control ; 28(4): 259-271, 2017 04.
Article in English | MEDLINE | ID: mdl-28238063

ABSTRACT

PURPOSE: Germline mutations in tumour suppressor genes cause various cancers. These genes are also somatically mutated in sporadic tumours. We hypothesized that there may also be cancer-related germline variants in the genes commonly mutated in sporadic breast tumours. METHODS: After excluding the well-characterized breast cancer (BC) genes, we screened 15 novel genes consistently classified as BC driver genes in next-generation sequencing approaches for single nucleotide polymorphisms (SNPs). Altogether 40 SNPs located in the core promoter, 5'- and 3'-UTR or which were nonsynonymous SNPs were genotyped in 782 Swedish incident BC cases and 1,559 matched controls. After statistical analyses, further evaluations related to functional prediction and signatures of selection were performed. RESULTS: TBX3 was associated with BC risk (rs2242442: OR = 0.76, 95% CI 0.64-0.92, dominant model) and with less aggressive tumour characteristics. An association with BC survival and aggressive tumour characteristics was detected for the genes ATR (rs2227928: HR = 1.63; 95% CI 1.00-2.64, dominant model), RUNX1 (rs17227210: HR = 3.50, 95% CI 1.42-8.61, recessive model) and TTN (rs2303838: HR = 2.36; 95% CI 1.04-5.39; rs2042996: HR = 2.28; 95% CI 1.19-4.37, recessive model). According to the experimental ENCODE data all these SNPs themselves or SNPs in high linkage disequilibrium with them (r 2 ≥ 0.80) were located in regulatory regions. RUNX1 and TTN showed also several signatures of positive selection. CONCLUSION: The study gave evidence that germline variants in BC driver genes may have impact on BC risk and/or survival. Future studies could discover further germline variants in known or so far unknown driver genes which contribute to cancer development.


Subject(s)
Breast Neoplasms/genetics , Genetic Predisposition to Disease , Germ-Line Mutation , Polymorphism, Single Nucleotide , Adult , Aged , Aged, 80 and over , Breast Neoplasms/epidemiology , Breast Neoplasms/pathology , Case-Control Studies , Female , Genotype , Humans , Incidence , Middle Aged , Sweden/epidemiology
6.
Breast Cancer Res ; 15(1): R15, 2013 Feb 26.
Article in English | MEDLINE | ID: mdl-23442740

ABSTRACT

INTRODUCTION: Experimental evidence suggests a protective role for circulating 25-hydroxyvitamin D (25(OH)D) in breast cancer development, but the results of epidemiological studies have been inconsistent. METHODS: We conducted a case-control study nested within two prospective cohorts, the New York University Women's Health Study and the Northern Sweden Mammary Screening Cohort. Blood samples were collected at enrollment, and women were followed up for breast cancer ascertainment. In total, 1,585 incident breast cancer cases were individually-matched to 2,940 controls. Of these subjects, 678 cases and 1,208 controls contributed two repeat blood samples, at least one year apart. Circulating levels of 25(OH)D were measured, and multivariate odds ratios (ORs) and 95% confidence intervals (CIs) were calculated using conditional logistic regression. RESULTS: No association was observed between circulating levels of 25(OH)D and overall breast cancer risk (multivariate-adjusted model OR = 0.94, 95% CI = 0.76-1.16 for the highest vs. lowest quintile, ptrend = 0.30). The temporal reliability of 25(OH)D measured in repeat blood samples was high (intraclass correlation coefficients for season-adjusted 25(OH)D > 0.70). An inverse association between 25(OH)D levels and breast cancer risk was observed among women who were ≤ 45 years of age (ORQ5-Q1 = 0.48, 95% CI = 0.30-0.79, ptrend = 0.01) or premenopausal at enrollment (ORQ5-Q1 = 0.67, 95% CI = 0.48-0.92, ptrend = 0.03). CONCLUSIONS: Circulating 25(OH)D levels were not associated with breast cancer risk overall, although we could not exclude the possibility of a protective effect in younger women. Recommendations regarding vitamin D supplementation should be based on considerations other than breast cancer prevention.


Subject(s)
Breast Neoplasms/blood , Breast Neoplasms/pathology , Vitamin D/analogs & derivatives , Adult , Aged , Breast Neoplasms/epidemiology , Case-Control Studies , Female , Humans , Logistic Models , Middle Aged , Premenopause/blood , Risk Factors , Sweden , Vitamin D/blood
7.
Nutr Cancer ; 65(2): 178-87, 2013.
Article in English | MEDLINE | ID: mdl-23441605

ABSTRACT

Studies assessing the effects of vitamin D or calcium intake on breast cancer risk have been inconclusive. Furthermore, few studies have evaluated them jointly. This study is the largest so far examining the association of dietary vitamin D and calcium intake with breast cancer risk in the European Prospective Investigation into Cancer and Nutrition. During a mean follow-up of 8.8 yr, 7760 incident invasive breast cancer cases were identified among 319,985 women. Multivariable Cox proportional hazards regression was used to estimate hazard ratios (HR) and 95% confidence intervals (CI) for pre- and postmenopausal breast cancer risk. Comparing the highest with the lowest quintile of vitamin D intake, HR and 95% CI were 1.07 (0.87-1.32) and 1.02 (0.90-1.16) for pre- and postmenopausal women, respectively. The corresponding HR and 95% CIs for calcium intake were 0.98 (0.80-1.19) and 0.90 (0.79-1.02), respectively. For calcium intake in postmenopausal women, the test for trend was borderline statistically significant (P(trend) = 0.05). There was no significant interaction between vitamin D and calcium intake and cancer risk (P(interaction) = 0.57 and 0.22 in pre- and postmenopausal women, respectively). In this large prospective cohort, we found no evidence for an association between dietary vitamin D or calcium intake and breast cancer risk.


Subject(s)
Breast Neoplasms/etiology , Calcium, Dietary/administration & dosage , Vitamin D/administration & dosage , Adult , Breast Neoplasms/epidemiology , Calcium, Dietary/pharmacology , Cohort Studies , Europe/epidemiology , Female , Follow-Up Studies , Humans , Middle Aged , Postmenopause , Proportional Hazards Models , Risk Factors , Vitamin D/pharmacology
8.
Nutr J ; 12: 58, 2013 May 07.
Article in English | MEDLINE | ID: mdl-23651548

ABSTRACT

BACKGROUND: Although carbohydrate reduction of varying degrees is a popular and controversial dietary trend, potential long-term effects for health, and cancer in specific, are largely unknown. METHODS: We studied a previously established low-carbohydrate, high-protein (LCHP) score in relation to the incidence of cancer and specific cancer types in a population-based cohort in northern Sweden. Participants were 62,582 men and women with up to 17.8 years of follow-up (median 9.7), including 3,059 prospective cancer cases. Cox regression analyses were performed for a LCHP score based on the sum of energy-adjusted deciles of carbohydrate (descending) and protein (ascending) intake labeled 1 to 10, with higher scores representing a diet lower in carbohydrates and higher in protein. Important potential confounders were accounted for, and the role of metabolic risk profile, macronutrient quality including saturated fat intake, and adequacy of energy intake reporting was explored. RESULTS: For the lowest to highest LCHP scores, 2 to 20, carbohydrate intakes ranged from median 60.9 to 38.9% of total energy intake. Both protein (primarily animal sources) and particularly fat (both saturated and unsaturated) intakes increased with increasing LCHP scores. LCHP score was not related to cancer risk, except for a non-dose-dependent, positive association for respiratory tract cancer that was statistically significant in men. The multivariate hazard ratio for medium (9-13) versus low (2-8) LCHP scores was 1.84 (95% confidence interval: 1.05-3.23; p-trend = 0.38). Other analyses were largely consistent with the main results, although LCHP score was associated with colorectal cancer risk inversely in women with high saturated fat intakes, and positively in men with higher LCHP scores based on vegetable protein. CONCLUSION: These largely null results provide important information concerning the long-term safety of moderate carbohydrate reduction and consequent increases in protein and, in this cohort, especially fat intakes. In order to determine the effects of stricter carbohydrate restriction, further studies encompassing a wider range of macronutrient intakes are warranted.


Subject(s)
Diet, Carbohydrate-Restricted , Dietary Proteins/administration & dosage , Feeding Behavior , Neoplasms/epidemiology , Adult , Dietary Fats/administration & dosage , Energy Intake , Fatty Acids/administration & dosage , Fatty Acids/adverse effects , Female , Follow-Up Studies , Humans , Incidence , Male , Middle Aged , Proportional Hazards Models , Prospective Studies , Risk Factors , Surveys and Questionnaires , Sweden/epidemiology
9.
J Med Genet ; 49(9): 601-8, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22972951

ABSTRACT

OBJECTIVE: There is increasing interest in adding common genetic variants identified through genome wide association studies (GWAS) to breast cancer risk prediction models. First results from such models showed modest benefits in terms of risk discrimination. Heterogeneity of breast cancer as defined by hormone-receptor status has not been considered in this context. In this study we investigated the predictive capacity of 32 GWAS-detected common variants for breast cancer risk, alone and in combination with classical risk factors, and for tumours with different hormone receptor status. MATERIAL AND METHODS: Within the Breast and Prostate Cancer Cohort Consortium, we analysed 6009 invasive breast cancer cases and 7827 matched controls of European ancestry, with data on classical breast cancer risk factors and 32 common gene variants identified through GWAS. Discriminatory ability with respect to breast cancer of specific hormone receptor-status was assessed with the age adjusted and cohort-adjusted concordance statistic (AUROC(a)). Absolute risk scores were calculated with external reference data. Integrated discrimination improvement was used to measure improvements in risk prediction. RESULTS: We found a small but steady increase in discriminatory ability with increasing numbers of genetic variants included in the model (difference in AUROC(a) going from 2.7% to 4%). Discriminatory ability for all models varied strongly by hormone receptor status. DISCUSSION AND CONCLUSIONS: Adding information on common polymorphisms provides small but statistically significant improvements in the quality of breast cancer risk prediction models. We consistently observed better performance for receptor-positive cases, but the gain in discriminatory quality is not sufficient for clinical application.


Subject(s)
Breast Neoplasms/genetics , Genetic Predisposition to Disease , Receptors, Estrogen/genetics , Receptors, Progesterone/genetics , Databases, Genetic , Female , Humans , Models, Genetic , Polymorphism, Single Nucleotide/genetics , Reproducibility of Results , Risk Factors
10.
PLoS Genet ; 6(7): e1001029, 2010 Jul 22.
Article in English | MEDLINE | ID: mdl-20661439

ABSTRACT

We used an approach that we term ancestry-shift refinement mapping to investigate an association, originally discovered in a GWAS of a Chinese population, between rs2046210[T] and breast cancer susceptibility. The locus is on 6q25.1 in proximity to the C6orf97 and estrogen receptor alpha (ESR1) genes. We identified a panel of SNPs that are correlated with rs2046210 in Chinese, but not necessarily so in other ancestral populations, and genotyped them in breast cancer case:control samples of Asian, European, and African origin, a total of 10,176 cases and 13,286 controls. We found that rs2046210[T] does not confer substantial risk of breast cancer in Europeans and Africans (OR = 1.04, P = 0.099, and OR = 0.98, P = 0.77, respectively). Rather, in those ancestries, an association signal arises from a group of less common SNPs typified by rs9397435. The rs9397435[G] allele was found to confer risk of breast cancer in European (OR = 1.15, P = 1.2 x 10(-3)), African (OR = 1.35, P = 0.014), and Asian (OR = 1.23, P = 2.9 x 10(-4)) population samples. Combined over all ancestries, the OR was 1.19 (P = 3.9 x 10(-7)), was without significant heterogeneity between ancestries (P(het) = 0.36) and the SNP fully accounted for the association signal in each ancestry. Haplotypes bearing rs9397435[G] are well tagged by rs2046210[T] only in Asians. The rs9397435[G] allele showed associations with both estrogen receptor positive and estrogen receptor negative breast cancer. Using early-draft data from the 1,000 Genomes project, we found that the risk allele of a novel SNP (rs77275268), which is closely correlated with rs9397435, disrupts a partially methylated CpG sequence within a known CTCF binding site. These studies demonstrate that shifting the analysis among ancestral populations can provide valuable resolution in association mapping.


Subject(s)
Breast Neoplasms/genetics , Estrogen Receptor alpha/genetics , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study/statistics & numerical data , Racial Groups/genetics , Breast Neoplasms/epidemiology , Chromosomes, Human, Pair 6 , Female , Genetic Loci , Genetic Predisposition to Disease/epidemiology , Humans , Polymorphism, Single Nucleotide
11.
Breast Cancer Res ; 14(3): R76, 2012 May 14.
Article in English | MEDLINE | ID: mdl-22583394

ABSTRACT

INTRODUCTION: Associations of hormone-receptor positive breast cancer with excess adiposity are reasonably well characterized; however, uncertainty remains regarding the association of body mass index (BMI) with hormone-receptor negative malignancies, and possible interactions by hormone replacement therapy (HRT) use. METHODS: Within the European EPIC cohort, Cox proportional hazards models were used to describe the relationship of BMI, waist and hip circumferences with risk of estrogen-receptor (ER) negative and progesterone-receptor (PR) negative (n = 1,021) and ER+PR+ (n = 3,586) breast tumors within five-year age bands. Among postmenopausal women, the joint effects of BMI and HRT use were analyzed. RESULTS: For risk of ER-PR- tumors, there was no association of BMI across the age bands. However, when analyses were restricted to postmenopausal HRT never users, a positive risk association with BMI (third versus first tertile HR = 1.47 (1.01 to 2.15)) was observed. BMI was inversely associated with ER+PR+ tumors among women aged ≤49 years (per 5 kg/m2 increase, HR = 0.79 (95%CI 0.68 to 0.91)), and positively associated with risk among women ≥65 years (HR = 1.25 (1.16 to 1.34)). Adjusting for BMI, waist and hip circumferences showed no further associations with risks of breast cancer subtypes. Current use of HRT was significantly associated with an increased risk of receptor-negative (HRT current use compared to HRT never use HR: 1.30 (1.05 to 1.62)) and positive tumors (HR: 1.74 (1.56 to 1.95)), although this risk increase was weaker for ER-PR- disease (Phet = 0.035). The association of HRT was significantly stronger in the leaner women (BMI ≤22.5 kg/m2) than for more overweight women (BMI ≥25.9 kg/m2) for, both, ER-PR- (HR: 1.74 (1.15 to 2.63)) and ER+PR+ (HR: 2.33 (1.84 to 2.92)) breast cancer and was not restricted to any particular HRT regime. CONCLUSIONS: An elevated BMI may be positively associated with risk of ER-PR- tumors among postmenopausal women who never used HRT. Furthermore, postmenopausal HRT users were at an increased risk of ER-PR- as well as ER+PR+ tumors, especially among leaner women. For hormone-receptor positive tumors, but not for hormone-receptor negative tumors, our study confirms an inverse association of risk with BMI among young women of premenopausal age. Our data provide evidence for a possible role of sex hormones in the etiology of hormone-receptor negative tumors.


Subject(s)
Adiposity , Breast Neoplasms/etiology , Breast Neoplasms/metabolism , Estrogen Replacement Therapy , Receptors, Estrogen/metabolism , Receptors, Progesterone/metabolism , Adult , Age Factors , Aged , Aged, 80 and over , Body Mass Index , Cohort Studies , Female , Humans , Middle Aged , Postmenopause , Premenopause , Prospective Studies , Risk , Risk Factors , Young Adult
12.
Int J Cancer ; 131(5): 1059-70, 2012 Sep 01.
Article in English | MEDLINE | ID: mdl-22025034

ABSTRACT

Early pregnancy and multiparity are known to reduce the risk of women to develop breast cancer at menopause. Based on the knowledge that the differentiation of the breast induced by the hormones of pregnancy plays a major role in this protection, this work was performed with the purpose of identifying what differentiation-associated molecular changes persist in the breast until menopause. Core needle biopsies (CNB) obtained from the breast of 42 nulliparous (NP) and 71 parous (P) postmenopausal women were analyzed in morphology, immunocytochemistry and gene expression. Whereas in the NP breast, nuclei of epithelial cells were large and euchromatic, in the P breast they were small and hyperchromatic, showing strong methylation of histone 3 at lysine 9 and 27. Transcriptomic analysis performed using Affymetrix HG_U133 oligonucleotide arrays revealed that in CNB of the P breast, there were 267 upregulated probesets that comprised genes controlling chromatin organization, transcription regulation, splicing machinery, mRNA processing and noncoding elements including XIST. We concluded that the differentiation process induced by pregnancy is centered in chromatin remodeling and in the mRNA processing reactome, both of which emerge as important regulatory pathways. These are indicative of a safeguard step that maintains the fidelity of the transcription process, becoming the ultimate mechanism mediating the protection of the breast conferred by full-term pregnancy.


Subject(s)
Biomarkers/metabolism , Breast/cytology , Breast/metabolism , Cell Differentiation , Chromatin Assembly and Disassembly/genetics , Epithelial Cells/metabolism , Postmenopause/genetics , Aged , Female , Gene Expression Profiling , Humans , Middle Aged , Oligonucleotide Array Sequence Analysis , Parity/genetics , Pregnancy , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction
13.
Hum Mol Genet ; 19(15): 2936-46, 2010 Aug 01.
Article in English | MEDLINE | ID: mdl-20466735

ABSTRACT

The present study investigated promoter hypermethylation of TP53 regulatory pathways providing a potential link between epigenetic changes and mitochondrial DNA (mtDNA) alterations in breast cancer patients lacking a TP53 mutation. The possibility of using the cancer-specific alterations in serum samples as a blood-based test was also explored. Triple-matched samples (cancerous tissues, matched adjacent normal tissues and serum samples) from breast cancer patients were screened for TP53 mutations, and the promoter methylation profile of P14(ARF), MDM2, TP53 and PTEN genes was analyzed as well as mtDNA alterations, including D-loop mutations and mtDNA content. In the studied cohort, no mutation was found in TP53 (DNA-binding domain). Comparison of P14(ARF) and PTEN methylation patterns showed significant hypermethylation levels in tumor tissues (P < 0.05 and <0.01, respectively) whereas the TP53 tumor suppressor gene was not hypermethylated (P < 0.511). The proportion of PTEN methylation was significantly higher in serum than in the normal tissues and it has a significant correlation to tumor tissues (P < 0.05). mtDNA analysis revealed 36.36% somatic and 90.91% germline mutations in the D-loop region and also significant mtDNA depletion in tumor tissues (P < 0.01). In addition, the mtDNA content in matched serum was significantly lower than in the normal tissues (P < 0.05). These data can provide an insight into the management of a therapeutic approach based on the reversal of epigenetic silencing of the crucial genes involved in regulatory pathways of the tumor suppressor TP53. Additionally, release of significant aberrant methylated PTEN in matched serum samples might represent a promising biomarker for breast cancer.


Subject(s)
Breast Neoplasms/genetics , DNA Methylation/genetics , DNA, Mitochondrial/genetics , Signal Transduction/genetics , Tumor Suppressor Protein p53/genetics , Breast Neoplasms/pathology , CpG Islands/genetics , DNA Mutational Analysis , Female , Genes, Neoplasm/genetics , High-Throughput Screening Assays , Humans , Middle Aged , Mitochondria/genetics , Mutation/genetics , Nucleic Acid Conformation , PTEN Phosphohydrolase/genetics , Promoter Regions, Genetic/genetics , Proto-Oncogene Proteins c-mdm2/genetics , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Tumor Suppressor Protein p14ARF/genetics
14.
Breast Cancer Res Treat ; 131(3): 1039-47, 2012 Feb.
Article in English | MEDLINE | ID: mdl-22037783

ABSTRACT

MYBL2 is a transcription factor, which regulates the expression of genes involved in cancer progression. In this study, we investigated whether putative functional variants in genes regulating MYBL2 (E2F1, E2F3 and E2F4) or in genes, which are regulated by MYBL2 (BCL2, BIRC5, COL1A1, COL1A2, COL5A2, ERBB2, CLU, LIN9 and TOP2A) affect breast cancer (BC) susceptibility and clinical outcome. Twenty-eight SNPs were genotyped in a population-based series of 782 Swedish BC cases and 1,559 matched controls. BC-specific survival analysis of BIRC5 suggested that carriers of the minor allele of rs8073069 and rs1042489 have a worse survival compared with the major homozygotes (HR 2.46, 95% CI 1.39-4.36 and HR 1.81, 95% CI 1.01-3.25, respectively). The poor survival was observed especially in women with aggressive tumours. Multivariate analysis supported the role of rs8073069 as an independent prognostic marker. For BCL2, minor allele carriers of rs1564483 were more likely to have hormone receptor-positive tumours than the major homozygotes. Another SNP in BCL2, rs4987852, was associated with tumour stages II-IV and histologic grade 3. In CLU, the minor allele carriers of rs9331888 were more likely to have tumours with regional lymph node metastasis and stages II-IV than the major homozygotes. In conclusion, our study suggests a role of genetic variation in BIRC5, BCL2 and CLU as progression and prognostic markers for BC, supporting previous studies based on the expression of the genes.


Subject(s)
Breast Neoplasms/genetics , Cell Cycle Proteins/genetics , Gene Regulatory Networks , Polymorphism, Single Nucleotide , Trans-Activators/genetics , Adult , Aged , Aged, 80 and over , Alleles , Breast Neoplasms/mortality , Cell Cycle Proteins/metabolism , Clusterin/genetics , Female , Genes, bcl-2 , Genetic Predisposition to Disease , Genotype , Humans , Inhibitor of Apoptosis Proteins/genetics , Linkage Disequilibrium , Middle Aged , Prognosis , Survival Analysis , Survivin , Sweden/epidemiology , Trans-Activators/metabolism , White People/genetics
15.
Breast Cancer Res Treat ; 131(1): 311-9, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21935604

ABSTRACT

Chromosomal instability is a hallmark of many cancers and it has a potential to predict clinical outcome of a cancer patient. We hypothesized that genes whose expression status differs between chromosomal stable and unstable breast tumors represent target genes for the identification of genetic variants predicting breast cancer (BC) risk, disease progression, and survival. We used a published list of 38 genes associated with chromosomal instability as a basis for searching potentially functional and informative tagging single nucleotide polymorphisms (SNPs). As a result, 33 SNPs in 16 genes were genotyped in a population-based series of 783 Swedish BC cases. Two SNPs in the ALCAM gene associated with BC-specific survival. For rs1044243, the HR was 4.35 (95% CI 1.34-14.18), and for rs1157, the HR was 3.42 (95% CI 1.32-8.83) for the homozygous carriers of the minor alleles. For the minor allele carriers of CCL18 SNP rs14304, we observed a significant association with aggressive tumor characteristics: large tumor size (OR 1.53, 95% CI 1.10-2.14), positive lymph node metastasis (OR 1.75, 95% CI 1.02-3.00), and high stage (OR 1.37, 95% CI 1.02-1.85). In a Polish population consisting of 506 familial/early onset BC cases, no association with event-free survival for the ALCAM SNPs nor any association with tumor characteristics for the CCL18 SNP were observed, suggesting either a chance finding in the Swedish population or population-based or etiological differences between sporadic and familial/early onset BC.


Subject(s)
Antigens, CD/genetics , Biomarkers, Tumor/genetics , Breast Neoplasms/genetics , Breast Neoplasms/mortality , Cell Adhesion Molecules, Neuronal/genetics , Chromosomal Instability/genetics , Fetal Proteins/genetics , Adult , Aged , Aged, 80 and over , Breast/metabolism , Breast/pathology , Breast Neoplasms/pathology , Disease Progression , Female , Genetic Predisposition to Disease , Genetic Variation , Genotype , Humans , Middle Aged , Polymorphism, Single Nucleotide , Prognosis , Risk , Young Adult
16.
BMC Cancer ; 12: 244, 2012 Jun 13.
Article in English | MEDLINE | ID: mdl-22695536

ABSTRACT

BACKGROUND: Invasion and metastasis are two important hallmarks of malignant tumors caused by complex genetic and epigenetic alterations. The present study investigated the contribution of aberrant methylation profiles of cancer related genes, APC, BIN1, BMP6, BRCA1, CST6, ESR-b, GSTP1, P14 (ARF), P16 (CDKN2A), P21 (CDKN1A), PTEN, and TIMP3, in the matched axillary lymph node metastasis in comparison to the primary tumor tissue and the adjacent normal tissue from the same breast cancer patients to identify the potential of candidate genes methylation as metastatic markers. METHODS: The quantitative methylation analysis was performed using the SEQUENOM's EpiTYPER™ assay which relies on matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS). RESULTS: The quantitative DNA methylation analysis of the candidate genes showed higher methylation proportion in the primary tumor tissue than that of the matched normal tissue and the differences were significant for the APC, BIN1, BMP6, BRCA1, CST6, ESR-b, P16, PTEN and TIMP3 promoter regions (P<0.05). Among those candidate methylated genes, APC, BMP6, BRCA1 and P16 displayed higher methylation proportion in the matched lymph node metastasis than that found in the normal tissue (P<0.05). The pathway analysis revealed that BMP6, BRCA1 and P16 have a role in prevention of neoplasm metastasis. CONCLUSIONS: The results of the present study showed methylation heterogeneity between primary tumors and metastatic lesion. The contribution of aberrant methylation alterations of BMP6, BRCA1 and P16 genes in lymph node metastasis might provide a further clue to establish useful biomarkers for screening metastasis.


Subject(s)
Biomarkers, Tumor/genetics , Breast Neoplasms/genetics , Breast Neoplasms/pathology , DNA Methylation , Lymph Nodes/pathology , Adult , Aged , Aged, 80 and over , Breast Neoplasms/metabolism , CpG Islands , Female , Gene Expression Profiling , Humans , Lymphatic Metastasis , Middle Aged , Neoplasm Staging , Promoter Regions, Genetic , Receptor, ErbB-2/metabolism , Receptors, Estrogen/metabolism , Receptors, Progesterone/metabolism
17.
BMC Womens Health ; 12: 17, 2012 Jun 22.
Article in English | MEDLINE | ID: mdl-22726230

ABSTRACT

BACKGROUND: Breast cancer today has many established risk factors, both genetic and environmental, but these risk factors by themselves explain only part of the total cancer incidence. We have investigated potential interactions between certain known genetic and phenotypic risk factors, specifically nine single nucleotide polymorphisms (SNPs) and height, body mass index (BMI) and hormone replacement therapy (HRT). METHODS: We analyzed samples from three different study populations: two prospectively followed Swedish cohorts and one Icelandic case-control study. Totally 2884 invasive breast cancer cases and 4508 controls were analysed in the study. Genotypes were determined using Mass spectrometry-Maldi-TOF and phenotypic variables were derived from measurements and/or questionnaires. Odds Ratios and 95% confidence intervals were calculated using unconditional logistic regression with the inclusion of an interaction term in the logistic regression model. RESULTS: One SNP (rs851987 in ESR1) tended to interact with height, with an increasingly protective effect of the major allele in taller women (p = 0.007) and rs13281615 (on 8q24) tended to confer risk only in non users of HRT (p-for interaction = 0.03). There were no significant interactions after correction for multiple testing. CONCLUSIONS: We conclude that much larger sample sets would be necessary to demonstrate interactions between low-risk genetic polymorphisms and the phenotypic variables height, BMI and HRT on the risk for breast cancer. However the present hypothesis-generating study has identified tendencies that would be of interest to evaluate for gene-environment interactions in independent materials.


Subject(s)
Body Height , Body Mass Index , Breast Neoplasms/etiology , Gene-Environment Interaction , Genetic Predisposition to Disease , Hormone Replacement Therapy/adverse effects , Polymorphism, Single Nucleotide , Adult , Aged , Aged, 80 and over , Breast Neoplasms/chemically induced , Breast Neoplasms/genetics , Case-Control Studies , Female , Genetic Association Studies , Genetic Markers , Genotyping Techniques , Humans , Iceland , Logistic Models , Middle Aged , Odds Ratio , Prospective Studies , Risk Factors , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Sweden
18.
PLoS Genet ; 5(2): e1000375, 2009 Feb.
Article in English | MEDLINE | ID: mdl-19214207

ABSTRACT

Age-associated telomere shortening is a well documented feature of peripheral blood cells in human population studies, but it is not known to what extent these data can be transferred to the individual level. Telomere length (TL) in two blood samples taken at approximately 10 years interval from 959 individuals was investigated using real-time PCR. TL was also measured in 13 families from a multigenerational cohort. As expected, we found an age-related decline in TL over time (r = -0.164, P<0.001, n = 959). However, approximately one-third of the individuals exhibited a stable or increased TL over a decade. The individual telomere attrition rate was inversely correlated with initial TL at a highly significant level (r = -0.752, P<0.001), indicating that the attrition rate was most pronounced in individuals with long telomeres at baseline. In accordance, the age-associated telomere attrition rate was more prominent in families with members displaying longer telomeres at a young age (r = -0.691, P<0.001). Abnormal blood TL has been reported at diagnosis of various malignancies, but in the present study there was no association between individual telomere attrition rate or prediagnostic TL and later tumor development. The collected data strongly suggest a TL maintenance mechanism acting in vivo, providing protection of short telomeres as previously demonstrated in vitro. Our findings might challenge the hypothesis that individual TL can predict possible life span or later tumor development.


Subject(s)
Blood Cells/chemistry , Telomere/chemistry , Adolescent , Adult , Age Factors , Aged , Aged, 80 and over , Blood Cells/metabolism , Child , Child, Preschool , Cohort Studies , Female , Humans , Infant , Male , Telomere/genetics , Telomere/metabolism , Young Adult
19.
Int J Cancer ; 129(7): 1689-98, 2011 Oct 01.
Article in English | MEDLINE | ID: mdl-21105050

ABSTRACT

Altered DNA methylation is often seen in malignant cells, potentially contributing to carcinogenesis by suppressing gene expression. We hypothesized that heritable methylation potential might be a risk factor for breast cancer and evaluated possible association with breast cancer for single nucleotide polymorphisms (SNPs) either involving CpG sequences in extended 5'-regulatory regions of candidate genes (ESR1, ESR2, PGR, and SHBG) or CpG and missense coding SNPs in genes involved in methylation (MBD1, MECP2, DNMT1, MGMT, MTHFR, MTR, MTRR, MTHFD1, MTHFD2, BHMT, DCTD, and SLC19A1). Genome-wide searches for genetic risk factors for breast cancers have in general not investigated these SNPs, because of low minor allele frequency or weak haplotype associations. Genotyping was performed using Mass spectrometry-Maldi-Tof in a screening panel of 538 cases and 1,067 controls. Potential association to breast cancer was identified for 15 SNPs and one of these SNPs (rs7766585 in ESR1) was found to associate strongly with breast cancer, OR 1.30 (95% CI 1.17-1.45; p-value 2.1 × 10(-6)), when tested in a verification panel consisting of 3,211 unique breast cancer cases and 4,223 unique controls from five European biobank cohorts. In conclusion, a candidate gene search strategy focusing on methylation-related SNPs did identify a SNP that associated with breast cancer at high significance.


Subject(s)
Breast Neoplasms/genetics , CpG Islands/genetics , Estrogen Receptor alpha/genetics , Aged , Aged, 80 and over , DNA Methylation , Female , Humans , Middle Aged , Pilot Projects , Polymorphism, Single Nucleotide , Receptors, Progesterone/genetics
20.
Breast Cancer Res Treat ; 129(1): 235-45, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21455670

ABSTRACT

Chromosomal instability is a known hallmark of many cancers. DNA polymerases represent a group of enzymes that are involved in the mechanism of chromosomal instability as they have a central function in DNA metabolism. We hypothesized that genetic variation in the polymerase genes may affect gene expression or protein configuration and by that cancer risk and clinical outcome. We selected four genes encoding for the catalytic subunits of the polymerases ß, δ, θ and ζ (POLB, POLD1, POLQ and REV3L, respectively) and two associated proteins (MAD2L2 and REV1) because of their previously reported association with chromosomal instability and/or tumorigenesis. We selected potentially functional and most informative tagging single nucleotide polymorphisms (SNPs) for genotyping in a population-based series of 783 Swedish breast cancer (BC) cases and 1562 controls. SNPs that showed a significant association in the Swedish population were additionally genotyped in a Polish population consisting of 506 familial/early onset BC cases and 568 controls. SNPs in all three polymerase ζ subunit genes associated either with BC risk or prognosis. Two SNPs in REV3L and one SNP in MAD2L2 associated with BC risk: rs462779 (multiplicative model: OR 0.79, 95% CI 0.68-0.92), rs3204953 (dominant model: OR 1.28, 95% CI 1.05-1.56) and rs2233004 (recessive model: OR 0.49, 95% CI 0.28-0.86). Homozygous carriers of the minor allele C of the third SNP in REV3L, rs11153292, had significantly worse survival compared to the TT genotype carriers (HR 2.93, 95% CI 1.34-6.44). Minor allele carriers of two REV1 SNPs (rs6761391 and rs3792142) had significantly more often large tumours and tumours with high histological grade and stage. No association was observed for SNPs in POLB, POLQ and POLD1. Altogether, our data suggest a significant role of genetic variation in the polymerase ζ subunit genes regarding the development and progression of BC.


Subject(s)
Breast Neoplasms/genetics , DNA-Binding Proteins/genetics , DNA-Directed DNA Polymerase/genetics , Polymorphism, Single Nucleotide/genetics , Adult , Aged , Aged, 80 and over , Breast Neoplasms/mortality , Breast Neoplasms/pathology , Female , Genetic Predisposition to Disease/genetics , Humans , Mad2 Proteins , Middle Aged , Neoplasm Staging , Poland , Proteins/genetics , Risk , Survival Analysis , Sweden , Young Adult
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