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BACKGROUND: Methylated gene markers have shown promise in predicting breast cancer outcomes and treatment response. We evaluated whether baseline and changes in tissue and serum methylation levels would predict pathological complete response (pCR) in patients with HER2-negative early breast cancer undergoing preoperative chemotherapy. METHODS: The TBCRC008 trial investigated pCR following 12 weeks of preoperative carboplatin and albumin-bound paclitaxel + vorinostat/placebo (n = 62). We measured methylation of a 10-gene panel by quantitative multiplex methylation-specific polymerase chain reaction and expressed results as cumulative methylation index (CMI). We evaluated association between CMI level [baseline, day 15 (D15), and change] and pCR using univariate and multivariable logistic regression models controlling for treatment and hormone receptor (HR) status, and performed exploratory subgroup analyses. RESULTS: In univariate analysis, one log unit increase in tissue CMI levels at D15 was associated with 40% lower chance of obtaining pCR (odds ratio, OR 0.60, 95% CI 0.37-0.97; p = 0.037). Subgroup analyses suggested a significant association between tissue D15 CMI levels and pCR in vorinostat-treated [OR 0.44 (0.20, 0.93), p = 0.03], but not placebo-treated patients. CONCLUSION: In this study investigating the predictive roles of tissue and serum CMI levels in patients with early breast cancer for the first time, we demonstrate that high D15 tissue CMI levels may predict poor response. Larger studies and improved analytical procedures to detect methylated gene markers in early stage breast cancer are needed. TBCRC008 is registered on ClinicalTrials.gov (NCT00616967).
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Biomarcadores Tumorais/sangue , Neoplasias da Mama/tratamento farmacológico , Metilação de DNA/efeitos dos fármacos , Ácidos Hidroxâmicos/administração & dosagem , Adulto , Idoso , Neoplasias da Mama/sangue , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , DNA de Neoplasias/efeitos adversos , DNA de Neoplasias/sangue , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Ácidos Hidroxâmicos/efeitos adversos , Pessoa de Meia-Idade , Proteínas de Neoplasias/genética , Paclitaxel/administração & dosagem , Paclitaxel/efeitos adversos , Período Pré-Operatório , VorinostatRESUMO
BACKGROUND: Cancer-associated fibroblasts (CAFs) are one of the most important components of tumor stroma and play a key role in modulating tumor growth. However, a mechanistic understanding of how CAFs communicate with tumor cells to promote their proliferation and invasion is far from complete. A major reason for this is that most current techniques and model systems do not capture the complexity of signal transduction that occurs between CAFs and tumor cells. METHODS: In this study, we employed a stable isotope labeling with amino acids in cell culture (SILAC) strategy to label invasive breast cancer cells, MDA-MB-231, and breast cancer patient-derived CAF this has already been defined above cells. We used an antibody-based phosphotyrosine peptide enrichment method coupled to LC-MS/MS to catalog and quantify tyrosine phosphorylation-mediated signal transduction events induced by the bidirectional communication between patient-derived CAFs and tumor cells. RESULTS: We discovered that distinct signaling events were activated in CAFs and in tumor epithelial cells during the crosstalk between these two cell types. We identified reciprocal activation of a number of receptor tyrosine kinases including EGFR, FGFR1 and EPHA2 induced by this bidirectional communication. CONCLUSIONS: Our study not only provides insights into the mechanisms of the interaction between CAFs and tumor cells, but the model system described here could be used as a prototype for analysis of intercellular communication in many different tumor microenvironments.
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[This corrects the article DOI: 10.1186/s12014-018-9197-x.].
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BACKGROUND: Cervical cancer remains a leading cause of death, particularly in developing countries. WHO screening guidelines recommend human papilloma virus (HPV) detection as a means to identify women at risk of developing cervical cancer. While HPV testing identifies those at risk, it does not specifically distinguish individuals with neoplasia. We investigated whether a quantitative molecular test that measures methylated DNA markers could identify high-risk lesions in the cervix with accuracy. RESULTS: Marker discovery was performed in TCGA-CESC Infinium Methylation 450 K Array database and verified in three other public datasets. The panel was technically validated using Quantitative Multiplex-Methylation-Specific PCR in tissue sections (N = 252) and cervical smears (N = 244) from the USA, South Africa, and Vietnam. The gene panel consisted of FMN2, EDNRB, ZNF671, TBXT, and MOS. Cervical tissue samples from all three countries showed highly significant differential methylation in squamous cell carcinoma (SCC) with a sensitivity of 100% [95% CI 74.12-100.00], and specificity of 91% [95% CI 62.26-99.53] to 96% [95% CI 79.01-99.78], and receiver operating characteristic area under the curve (ROC AUC) = 1.000 [95% CI 1.00-1.00] compared to benign cervical tissue, and cervical intraepithelial neoplasia 2/3 with sensitivity of 55% [95% CI 37.77-70.84] to 89% [95% CI 67.20-98.03], specificity of 93% [95% CI 84.07-97.38] to 96% [95% CI 79.01-99.78], and a ROC AUC ranging from 0.793 [95% CI 0.68-0.89] to 0.99 [95% CI 0.97-1.00] compared to CIN1. In cervical smears, the marker panel detected SCC with a sensitivity of 87% [95% CI 77.45-92.69], specificity 95% [95% CI 88.64-98.18], and ROC AUC = 0.925 [95% CI 0.878-0.974] compared to normal, and high-grade squamous intraepithelial lesion (HSIL) at a sensitivity of 70% (95% CI 58.11-80.44), specificity of 94% (95% CI 88.30-97.40), and ROC AUC = 0.884 (95% CI 0.822-0.945) compared to low-grade intraepithelial lesion (LSIL)/normal in an analysis of pooled data from the three countries. Similar to HPV-positive, HPV-negative cervical carcinomas were frequently hypermethylated for these markers. CONCLUSIONS: This 5-marker panel detected SCC and HSIL in cervical smears with a high level of sensitivity and specificity. Molecular tests with the ability to rapidly detect high-risk HSIL will lead to timely treatment for those in need and prevent unnecessary procedures in women with low-risk lesions throughout the world. Validation of these markers in prospectively collected cervical smear cells followed by the development of a hypermethylated marker-based cervical cancer detection test is warranted.
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Carcinoma de Células Escamosas , Infecções por Papillomavirus , Neoplasias do Colo do Útero , Humanos , Feminino , Neoplasias do Colo do Útero/diagnóstico , Neoplasias do Colo do Útero/genética , Neoplasias do Colo do Útero/patologia , Países em Desenvolvimento , Infecções por Papillomavirus/diagnóstico , Infecções por Papillomavirus/genética , Marcadores Genéticos , Metilação de DNA , Carcinoma de Células Escamosas/genética , Papillomaviridae/genética , Esfregaço Vaginal/métodos , Proteínas Supressoras de Tumor/genéticaRESUMO
PURPOSE: We previously demonstrated that high levels of circulating methylated DNA are associated with subsequent disease progression in women with metastatic breast cancer (MBC). In this study, we evaluated the clinical utility of a novel liquid biopsy-breast cancer methylation (LBx-BCM) prototype assay using the GeneXpert cartridge system for early assessment of disease progression in MBC. EXPERIMENTAL DESIGN: The 9-marker LBx-BCM prototype assay was evaluated in TBCRC 005, a prospective biomarker study, using plasma collected at baseline, week 4, and week 8 from 144 patients with MBC. RESULTS: At week 4, patients with MBC with high cumulative methylation (CM) had a significantly shorter median PFS (2.88 months vs. 6.60 months, P = 0.001) and OS (14.52 months vs. 22.44 months, P = 0.005) compared with those with low CM. In a multivariable model, high versus low CM was also associated with shorter PFS (HR, 1.90; 95% CI, 1.20-3.01; P = 0.006). Change in CM from baseline to week 4 (OR, 4.60; 95% CI, 1.77-11.93; P = 0.002) and high levels of CM at week 4 (OR, 2.78; 95% CI, 1.29-5.99; P = 0.009) were associated with progressive disease at the time of first restaging. A robust risk model based on week 4 circulating CM levels was developed to predict disease progression as early as 3 months after initiating a new treatment. CONCLUSIONS: The automated LBx-BCM prototype assay is a promising clinical tool for detecting disease progression a month after initiating treatment in women with MBC undergoing routine care. The next step is to validate its clinical utility for specific treatments.
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Neoplasias da Mama , Ácidos Nucleicos Livres , Feminino , Humanos , Biomarcadores Tumorais , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/genética , Neoplasias da Mama/tratamento farmacológico , Progressão da Doença , Biópsia Líquida , MetilaçãoRESUMO
Current molecular liquid biopsy assays to detect recurrence or monitor response to treatment require sophisticated technology, highly trained personnel, and a turnaround time of weeks. We describe the development and technical validation of an automated Liquid Biopsy for Breast Cancer Methylation (LBx-BCM) prototype, a DNA methylation detection cartridge assay that is simple to perform and quantitatively detects nine methylated markers within 4.5 h. LBx-BCM demonstrated high interassay reproducibility when analyzing exogenous methylated DNA (75-300 DNA copies) spiked into plasma (Coefficient of Variation, CV = 7.1 - 10.9%) and serum (CV = 19.1 - 36.1%). It also demonstrated high interuser reproducibility (Spearman r = 0.887, P < 0.0001) when samples of metastatic breast cancer (MBC, N = 11) and normal control (N = 4) were evaluated independently by two users. Analyses of interplatform reproducibility indicated very high concordance between LBx-BCM and the reference assay, cMethDNA, among 66 paired plasma samples (MBC N = 40, controls N = 26; Spearman r = 0.891; 95% CI = 0.825 - 0.933, P< 0.0001). LBx-BCM achieved a ROC AUC = 0.909 (95% CI = 0.836 - 0.982), 83% sensitivity and 92% specificity; cMethDNA achieved a ROC AUC = 0.896 (95% CI = 0.817 - 0.974), 83% sensitivity and 92% specificity in test set samples. The automated LBx-BCM cartridge prototype is fast, with performance levels equivalent to the highly sensitive, manual cMethDNA method. Future prospective clinical studies will evaluate LBx-BCM detection sensitivity and its ability to monitor therapeutic response during treatment for advanced breast cancer.
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Neoplasias da Mama , Humanos , Feminino , Neoplasias da Mama/diagnóstico , Reprodutibilidade dos Testes , Metilação de DNA/genética , DNA , Biópsia LíquidaRESUMO
BACKGROUND: Colon cancer (CC) is treatable if detected in its early stages. Improved CC detection assays that are highly sensitive, specific, and available at point of care are needed. In this study, we systematically selected and tested methylated markers that demonstrate high sensitivity and specificity for detection of CC in tissue and circulating cell-free DNA. METHODS: Hierarchical analysis of 22 candidate CpG loci was conducted using The Cancer Genome Atlas (TCGA) COAD 450K HumanMethylation database. Methylation of 13 loci was analyzed using quantitative multiplex methylation-specific PCR (QM-MSP) in a training set of fresh frozen colon tissues (N = 53). Hypermethylated markers were identified that were highest in cancer and lowest in normal colon tissue using the 75th percentile in Mann-Whitney analyses and the receiver operating characteristic (ROC) statistic. The cumulative methylation status of the marker panel was assayed in an independent test set of fresh frozen colon tissues (N = 52) using conditions defined and locked in the training set. A minimal marker panel of 6 genes was defined based on ROC area under the curve (AUC). Plasma samples (N = 20 colorectal cancers, stage IV and N = 20 normal) were tested by cMethDNA assay to evaluate marker performance in liquid biopsy. RESULTS: In the test set of samples, compared to normal tissue, a 6-gene panel showed 100% sensitivity and 90% specificity for detection of CC, and an AUC of 1.00 (95% CI 1.00, 1.00). In stage IV colorectal cancer plasma versus normal, an 8-gene panel showed 95% sensitivity, 100% specificity, and an AUC of 0.996 (95% CI 0.986, 1.00) while a 5-gene subset showed 100% sensitivity, 100% specificity, and an AUC of 1.00 (95% CI 1.00, 1.00), highly concordant with our observations in tissue. CONCLUSIONS: We identified high performance methylated DNA marker panels for detection of CC. This knowledge has set the stage for development and implementation of novel, automated, self-contained CC detection assays in tissue and blood which can expeditiously and accurately detect colon cancer in both developed and underdeveloped regions of the world, enabling optimal use of limited resources in low- and middle-income countries.
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Biomarcadores Tumorais/análise , Neoplasias do Colo/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais/genética , Metilação de DNA , Feminino , Testes Genéticos/instrumentação , Testes Genéticos/métodos , Testes Genéticos/estatística & dados numéricos , Humanos , Masculino , Pessoa de Meia-IdadeRESUMO
Preoperative staging of suspicious axillary lymph nodes (ALNs) allows patients to be triaged to ALN dissection or to sentinel lymph node biopsy (SLNB). Ultrasound-guided fine needle aspiration (FNA) and cytology of ALN is moderately sensitive but its clinical utility relies heavily on the cytologist's experience. We proposed that the 5-h automated GeneXpert system-based prototype breast cancer detection assay (BCDA) that quantitatively measures DNA methylation in ten tumor-specific gene markers could provide a facile, accurate test for detecting cancer in FNA of enlarged lymph nodes. We validated the assay in ALN-FNA samples from a prospective study of patients (N = 230) undergoing SLNB. In a blinded analysis of 218 evaluable LN-FNAs from 108 malignant and 110 benign LNs by histology, BCDA displayed a sensitivity of 90.7% and specificity of 99.1%, achieving an area under the ROC curve, AUC of 0.958 (95% CI: 0.928-0.989; P < 0.0001). Next, we conducted a study of archival FNAs of ipsilateral palpable LNs (malignant, N = 72, benign, N = 53 by cytology) collected in the outpatient setting prior to neoadjuvant chemotherapy (NAC). Using the ROC-threshold determined in the prospective study, compared to cytology, BCDA achieved a sensitivity of 94.4% and a specificity of 92.5% with a ROC-AUC = 0.977 (95% CI: 0.953-1.000; P < 0.0001). Our study shows that the automated assay detects cancer in suspicious lymph nodes with a high level of accuracy within 5 h. This cancer detection assay, scalable for analysis to scores of LN FNAs, could assist in determining eligibility of patients to different treatment regimens.
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OBJECTIVE: We have noted that quantitative multiplex-methylation specific PCR (QM-MSP) analysis of a key panel of genes may be useful as an ancillary tool for ductal carcinoma in situ (DCIS) detection in breast tissue. In this study, we investigated aberrant promoter hypermethylation of four genes as a means to detect epigenetic alterations specific to breast carcinoma in the serum of patients with DCIS and invasive ductal carcinoma (IDC). METHODS: Two hundred forty-three serum samples from 89 patients with IDC, 30 patients with DCIS, and 125 age-matched healthy controls were examined. After DNA extraction and sodium bisulfite treatment, QM-MSP was performed for HIN-1, RASSF1A, RAR-beta, and Twist. RESULTS: Overall significant differences in methylation levels were observed for HIN-1 (p=0.006), RAR-beta (p<0.001), RASSF1A (p=0.004), and Twist (p<0.001). All four genes showed significantly higher methylation frequencies in DCIS or IDC than in control subjects (p<0.001 for all comparisons). However, methylation frequencies were not significantly different between DCIS and IDC. In receiver-operating characteristic analysis, the two-gene combination (RAR-beta/RASSF1A) showed the best performance in distinguishing DCIS/IDC from control samples. The estimated specificity of this two-gene panel for detecting DCIS/IDC was 88.8%, and its sensitivity was 94.1%. CONCLUSIONS: The quantitative detection of aberrant DNA methylation in serum samples may be a promising high throughput approach for the diagnosis of breast cancer including DCIS.
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Neoplasias da Mama/sangue , Neoplasias da Mama/genética , Carcinoma Ductal de Mama/sangue , Carcinoma Ductal de Mama/genética , Metilação de DNA , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma in Situ/sangue , Carcinoma in Situ/genética , Citocinas/genética , Feminino , Humanos , Pessoa de Meia-Idade , Proteínas Nucleares/genética , Regiões Promotoras Genéticas , Receptores do Ácido Retinoico/genética , República da Coreia , Proteínas Supressoras de Tumor/genética , Proteína 1 Relacionada a Twist/genéticaRESUMO
PURPOSE: In a pilot study of women with pathologic nipple discharge (PND) undergoing ductoscopy, we tested quantitative assessment of gene promoter hypermethylation using quantitative multiplex methylation-specific PCR (QM-MSP) to enhance detection of duct carcinoma in situ (DCIS). EXPERIMENTAL DESIGN: Women with PND underwent ductoscopy; ducts with significant lesions were surgically resected (36 ducts in 33 women) and those with minimal findings were not (28 ducts in 16 women). QM-MSP was done on ductoscopy cell samples. Results were compared with cytology and tissue histology. RESULTS: Cells from ducts with significant lesions on ductoscopy had significantly higher levels of methylation than those with minimal findings. Furthermore, cells from ducts with DCIS displayed higher levels of methylation than those with benign lesions such as papilloma (P = 0.006); or ducts with minimal findings on ductoscopy (P = 0.0001). Cumulative RASSF1A, TWIST1, and HIN1 gene methylation accurately distinguished ducts with cancerous versus benign lesions (100% sensitivity, 72% specificity, and area under the curve of 0.91 according to receiving operating characteristic analyses). QM-MSP analysis was more informative than cytology (100% versus 29% sensitivity, respectively), for detecting DCIS. In a validation set of paraffin-embedded DCIS and papilloma samples from women presenting with PND, QM-MSP was significantly higher in DNA from DCIS than papilloma sections (P = 0.002). CONCLUSION: The positive predictive value of ductoscopy was more than doubled (19% versus 47%) with the addition of QM-MSP, demonstrating the benefit of targeting ducts having both high methylation and significant abnormalities on ductoscopy for surgical excision. Future large-scale studies to validate this approach are needed.
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Doenças Mamárias/genética , Neoplasias da Mama/genética , Metilação de DNA , Predisposição Genética para Doença/genética , Adulto , Idoso , Biomarcadores Tumorais/genética , Doenças Mamárias/diagnóstico , Neoplasias da Mama/diagnóstico , Carcinoma in Situ/diagnóstico , Carcinoma in Situ/genética , Carcinoma Ductal de Mama/diagnóstico , Carcinoma Ductal de Mama/genética , Citocinas/genética , Diagnóstico Diferencial , Endoscopia/métodos , Feminino , Humanos , Glândulas Mamárias Humanas/metabolismo , Glândulas Mamárias Humanas/patologia , Pessoa de Meia-Idade , Mamilos/metabolismo , Mamilos/patologia , Proteínas Nucleares/genética , Reação em Cadeia da Polimerase/métodos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Proteínas Supressoras de Tumor/genética , Proteína 1 Relacionada a Twist/genéticaRESUMO
We lack tools to risk-stratify triple-negative breast cancer (TNBC). Our goal was to develop molecular tools to predict disease recurrence. Methylation array analysis was performed on 110 samples treated by locoregional therapy obtained from institutional cohorts. Discovered marker sets were then tested by Kaplan-Meier analyses in a prospectively collected TNBC cohort of 49 samples from the no-chemotherapy arms of IBCSG trials VIII and IX, and by logistic regression in a chemotherapy-treated cohort of 121 TNBCs from combined IBCSG trials and institutional repositories. High methylation was associated with shorter recurrence-free interval in the no-chemotherapy arm of the IBCSG studies, as well as in the chemotherapy-treated patients within the combined institutional and IBCSG chemotherapy cohorts (100 marker panel, p = 0.002; 30 marker panel, p = 0.05). Chromosome 19 sites were enriched among these loci. In conclusion, our hypermethylation signatures identify increased recurrence risk independent of whether patients receive chemotherapy.
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PURPOSE: A comprehensive comparison of biomarker expression between patients' primary breast carcinoma (PBC) and their metastatic breast carcinomas (MBC) has not been done. EXPERIMENTAL DESIGN: We did rapid autopsies (postmortem intervals, 1-4 hours) on 10 consenting patients who died of MBC. We constructed single-patient tissue microarrays from the patients' archived PBC and multiple different MBCs harvested at autopsy, which were immunohistochemically labeled for multiple biomarkers. Methylation of multiple gene promoters was assessed quantitatively on dissected PBC and MBC samples. RESULTS: Extensive heterogeneity was observed between PBC and their paired MBC, as well as among multiple MBC from the same patient. Estrogen and progesterone receptors tended to be uniformly down-regulated in metastases. E-cadherin was down-regulated in a subset of the MBC of one case. Variable overexpression in MBC compared with the PBC was observed for cyclooxygenase-2 (five cases), epidermal growth factor receptor (EGFR; four cases), MET (four cases), and mesothelin (four cases). No case strongly overexpressed HER-2/neu by immunohistochemistry, but eight cases showed variable protein expression ranging from negative to equivocal (2+) in different MBC. In one case, variable low-level HER-2/neu gene amplification was found. EGFR and MET overexpression were restricted to the four basal-type cancers. EGFR protein overexpression did not correlate with EGFR gene amplification. Multigene promoter hypermethylation of RASSF1a, HIN1, cyclin D2, Twist, estrogen receptor alpha, APC1, and RARbeta was overall very similar in the PBC and all MBCs in all cases. CONCLUSIONS: Therapeutic targets identified in the PBC or even some MBC may not reflect targets present in all metastatic sites.
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Biomarcadores Tumorais/análise , Neoplasias da Mama/patologia , Expressão Gênica , Metástase Neoplásica/patologia , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Metilação de DNA , Feminino , Humanos , Imuno-Histoquímica , Pessoa de Meia-Idade , Metástase Neoplásica/genética , Regiões Promotoras Genéticas , Análise Serial de TecidosRESUMO
PURPOSE: An unmet need in low-resource countries is an automated breast cancer detection assay to prioritize women who should undergo core breast biopsy and pathologic review. Therefore, we sought to identify and validate a panel of methylated DNA markers to discriminate between cancer and benign breast lesions using cells obtained by fine-needle aspiration (FNA).Experimental Design: Two case-control studies were conducted comparing cancer and benign breast tissue identified from clinical repositories in the United States, China, and South Africa for marker selection/training (N = 226) and testing (N = 246). Twenty-five methylated markers were assayed by Quantitative Multiplex-Methylation-Specific PCR (QM-MSP) to select and test a cancer-specific panel. Next, a pilot study was conducted on archival FNAs (49 benign, 24 invasive) from women with mammographically suspicious lesions using a newly developed, 5-hour, quantitative, automated cartridge system. We calculated sensitivity, specificity, and area under the receiver-operating characteristic curve (AUC) compared with histopathology for the marker panel. RESULTS: In the discovery cohort, 10 of 25 markers were selected that were highly methylated in breast cancer compared with benign tissues by QM-MSP. In the independent test cohort, this panel yielded an AUC of 0.937 (95% CI = 0.900-0.970). In the FNA pilot, we achieved an AUC of 0.960 (95% CI = 0.883-1.0) using the automated cartridge system. CONCLUSIONS: We developed and piloted a fast and accurate methylation marker-based automated cartridge system to detect breast cancer in FNA samples. This quick ancillary test has the potential to prioritize cancer over benign tissues for expedited pathologic evaluation in poorly resourced countries.
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Biomarcadores Tumorais/genética , Neoplasias da Mama/diagnóstico , Metilação de DNA/genética , Neoplasias/diagnóstico , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais/isolamento & purificação , Biópsia por Agulha Fina , Mama/metabolismo , Mama/patologia , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Detecção Precoce de Câncer , Feminino , Humanos , Pessoa de Meia-Idade , Neoplasias/genética , Neoplasias/patologia , Projetos Piloto , Regiões Promotoras Genéticas/genéticaRESUMO
The defining feature of the Quantitative Multiplex Methylation-Specific PCR (QM-MSP) method to sensitively quantify DNA methylation is the two-step PCR approach for a multiplexed analysis of a panel of up to 12 genes in clinical samples with minimal quantities of DNA. In the first step, for up to 12 genes tested, one pair of gene-specific primers (forward and reverse) amplifies the methylated and unmethylated copies of the same gene simultaneously and in multiplex, in one PCR reaction. This methylation-independent amplification step produces amplicons of up to 109 copies per µL after 36 cycles of PCR. In the second step, the amplicons of the first reaction (STEP 1) are quantified with a standard curve using real-time PCR and two independent fluorophores to detect methylated/unmethylated DNA of each gene in the same well (e.g., 6FAM and VIC). One methylated copy is detectable in 100,000 reference gene copies. Methylation is reported on a continuous scale. For the gene panel, the highest level of normal DNA methylation above which a sample would be called positive is derived by using Receiver Operating Characteristic (ROC), maximizing assay specificity and sensitivity to distinguish between normal/benign versus tumor DNA. QM-MSP can be applied to clinical samples of fresh or fixed ductal cells, ductal fluid, nipple fluid, fine needle aspirates, core biopsies, and tumor tissue sections.
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Neoplasias da Mama/diagnóstico , Metilação de DNA , Reação em Cadeia da Polimerase Multiplex/métodos , Neoplasias da Mama/genética , Feminino , Humanos , Regiões Promotoras Genéticas , Curva ROC , Tamanho da Amostra , Sensibilidade e EspecificidadeRESUMO
Sex steroid hormones contribute to breast cancer development, but data on concentrations of these within breast tissue are limited. We performed simultaneous multiparameter measurement of breast sex steroids, breast epithelial cytology, and DNA methylation in 119 healthy women (54 pre- and 65 postmenopausal) without a history of breast cancer. Random fine-needle aspiration (rFNA) of the breast was performed simultaneously with blood collection. Breast samples were analyzed by LC/MS-MS for estrone, estradiol, progesterone, androstenedione, and testosterone. Blood samples were assayed for estradiol and progesterone by immunoassay. Cytomorphology was classified using the Masood Score, and DNA methylation of eight genes was analyzed using quantitative multiplexed methylation-specific PCR, and expressed as the cumulative methylation index (CMI). Serum and breast concentrations of estradiol and progesterone showed significant correlation (Spearman r = 0.34, Padj = 0.001 and r = 0.69, Padj < 0.0006, respectively). Progesterone concentration was significantly higher in the premenopausal breast (Padj < 0.0008), and showed a luteal surge. Breast estrone and estradiol concentrations did not differ significantly by menopause, but androstenedione concentration was higher in the breasts of postmenopausal women (P = 0.026 and Padj = 0.208). Breast androgens were significantly correlated with breast density (Spearman r = 0.27, Padj = 0.02 for testosterone) and CMI (Spearman r = 0.3, Padj = 0.038 for androstenedione). Our data indicate that future larger studies of breast steroid hormones along with other parameters are feasible. Significant associations of breast androgen concentrations with breast density and gene methylation warrant future study. Cancer Prev Res; 11(9); 557-68. ©2018 AACR.
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Biomarcadores Tumorais/análise , Neoplasias da Mama/diagnóstico , Mama/patologia , Metilação de DNA , Hormônios Esteroides Gonadais/análise , Biomarcadores Tumorais/metabolismo , Biópsia por Agulha Fina , Mama/metabolismo , Densidade da Mama/fisiologia , Neoplasias da Mama/sangue , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Estudos de Viabilidade , Feminino , Hormônios Esteroides Gonadais/metabolismo , Humanos , Pessoa de Meia-Idade , Pós-Menopausa/metabolismo , Pré-Menopausa/metabolismo , Estudos Prospectivos , Fatores de RiscoRESUMO
INTRODUCTION: Female germline BRCA gene mutation carriers are at increased risk for developing breast cancer. The purpose of our study was to establish whether healthy BRCA mutation carriers demonstrate an increased frequency of aberrant gene promoter hypermethylation in ductal lavage (DL) fluid, compared with predictive genetic test negative controls, that might serve as a surrogate marker of BRCA1/2 mutation status and/or breast cancer risk. METHODS: The pattern of CpG island hypermethylation within the promoter region of a panel of four genes (RAR-beta, HIN-1, Twist and Cyclin D2) was assessed by methylation-specific polymerase chain reaction using free DNA extracted from DL fluid. RESULTS: Fifty-one DL samples from 24 healthy women of known BRCA mutation status (7 BRCA1 mutation carriers, 12 BRCA2 mutation carriers and 5 controls) were available for methylation analysis. Eight of 19 (42.1%) BRCA mutation carriers were found to have at least one hypermethylated gene in the four-gene panel. Two BRCA mutation carriers, in whom aberrant methylation was found, also had duct epithelial cell atypia identified. No hypermethylation was found in DL samples from 5 negative controls (p = 0.13). CONCLUSION: We found substantial levels of aberrant methylation, with the use of a four-gene panel, in the fluid from the breasts of healthy BRCA mutation carriers compared with controls. Methylation analysis of free DNA in DL fluid may offer a useful surrogate marker for BRCA1/2 mutation status and/or breast cancer risk. Further studies are required for the evaluation of the specificity and predictive value of aberrant methylation in DL fluid for future breast cancer development in BRCA1/2 mutation carriers.
Assuntos
Metilação de DNA , Genes BRCA1 , Genes BRCA2 , Glândulas Mamárias Humanas/química , Regiões Promotoras Genéticas , Adulto , Estudos de Casos e Controles , Ilhas de CpG , Ciclina D2 , Ciclinas/genética , Citocinas/genética , Feminino , Mutação em Linhagem Germinativa , Humanos , Pessoa de Meia-Idade , Proteínas Nucleares/genética , Receptores do Ácido Retinoico/genética , Irrigação Terapêutica , Proteínas Supressoras de Tumor/genética , Proteína 1 Relacionada a Twist/genéticaRESUMO
To test whether promoter hypermethylation in breast cancer provides a basis for the interethnic difference in breast cancer incidence and distribution, we compared the methylation profiles of tumors arising in native Korean women with Caucasian women in the United States. Methylation-specific PCR analysis of seven genes frequently methylated in breast cancer (HIN-1, Twist, Cyclin D2, RARbeta, GSTP1, RASSF1A and CDH1) was performed on DNA from 67 Korean and 50 Caucasian invasive ductal breast cancers which were categorized into four subgroups by ER status and age. Methylation frequencies for individual genes were similar between the two races. However, tumors in Korean women of age (< or = 50) at diagnosis had a trend of higher prevalence of promoter hypermethylation for all seven genes compared to those in women at an older age (> 50). Furthermore, methylation of multiple genes (four or more genes per case) was associated with younger age at diagnosis (OR = 3.2; 95% CI = 1.2-8.7; p = 0.03). In contrast, there was no association between promoter hypermethylation and age at diagnosis in Caucasian women. A significantly higher frequency of methylation, for all seven genes and in multiple genes, was observed in ER-/PR breast carcinomas in Korean women of age < or = 50 compared to the same subgroup of tumors in Caucasians. In contrast, compared to Korean breast cancer, the subgroup of ER+/PR+ breast carcinomas arising in Caucasian women age > 50 had a significantly higher frequency of methylation in three of seven genes. Our data suggest that promoter hypermethylation is a prevalent phenomenon in breast cancer of young Korean women. By analyzing the methylation patterns in tumors stratified by race, ER/PR status, and age, dissimilarities in promoter hypermethylation profiles, particularly in the ER-/PR- tumors arising in young women, were revealed that characterize tumors of one ethnicity from the other.
Assuntos
Povo Asiático/genética , Neoplasias da Mama/genética , Metilação de DNA , População Branca/genética , Adulto , Fatores Etários , Idoso , Antígenos CD , Neoplasias da Mama/etnologia , Caderinas/genética , Feminino , Glutationa S-Transferase pi/genética , Humanos , Pessoa de Meia-Idade , Regiões Promotoras Genéticas , Receptores de Estrogênio/análise , Receptores de Progesterona/análise , Proteínas Supressoras de Tumor/genéticaRESUMO
PURPOSE: The challenges of cytology for accurate diagnosis of breast cancer are well recognized. We previously showed that normal and tumor tissue can be distinguished using a technique called quantitative multiplex methylation-specific PCR (QM-MSP). We hypothesized that quantitative analysis of methylated genes will provide enhanced detection of cancer cells present in cytologic specimens. EXPERIMENTAL DESIGN: QM-MSP was done on ductal lavage cells from a set of 37 ductal lavage samples from women undergoing mastectomy (27 with cancer and 3 without). Duct histology information was available for each lavaged duct. QM-MSP data was assessed by measuring cumulative methylation index and by receiver operating characteristic threshold analysis. To determine the baseline level of methylation for each gene in this population, cells from 60 ducts of women at high risk of developing breast cancer were analyzed. RESULTS: QM-MSP findings on a panel of nine genes were correlated to duct histology and ductal lavage cytology. Cytology detected cancer in 33% (7 of 21 ducts) with a specificity of 99% (92 of 93). QM-MSP detected cancer as calculated by cumulative methylation index with a sensitivity of 62% (13 of 21) and specificity of 82% (62 of 76) and by receiver operating characteristic threshold analysis with a sensitivity of 71% (15 of 21) and specificity of 83% (63 of 76). CONCLUSIONS: Compared with cytology, QM-MSP doubled the sensitivity of detection of cancer. This study provides proof of principle by showing the advantages of using methylation analyses to query cytologic specimens and indicates its potential use in diagnosis and in stratifying risk.
Assuntos
Líquidos Corporais , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/genética , Metilação de DNA , Glândulas Mamárias Humanas/patologia , Reação em Cadeia da Polimerase/métodos , Líquidos Corporais/citologia , Neoplasias da Mama/patologia , Feminino , Humanos , Fatores de Risco , Sensibilidade e EspecificidadeRESUMO
Expression of Secreted frizzled related protein 1 (SFRP1), a recently identified tumor suppressor gene encoding a WNT signaling antagonist, has been found to be frequently down-regulated in breast cancer and is associated with disease progression and poor prognosis. Here, we investigated the role of epigenetic silencing of SFRP1 in breast cancer cell lines and primary breast tumors. Through analyses by methylation-specific PCR and bisulfite sequencing, promoter methylation of SFRP1 was detected in 88% (7/8) of breast cancer cell lines, 17% (1/6) of grade 1 of ductal carcinoma in situ (DCIS), 69% (9/13) of grade 2 and 3 of DCIS, 68% (19/28) of invasive ductal carcinomas (IDC) and 33% (6/18) of lobular carcinomas but not in any (0/14) of normal mammoplasty specimens and mammary epithelial organoids examined. Real-time RT-PCR studies indicated that loss or downregulation of SFRP1 expression in tumors is frequently associated with promoter hypermethylation. In addition, breast cancer cell lines with SFRP1 promoter hypermethylation reexpressed SFRP1 mRNA after treatment with 5-azaC, implying that DNA methylation is the predominant epigenetic mechanism for SFRP1 gene silencing. These findings suggest that frequent downregulation of SFRP1 expression in breast cancer can be attributed, in large part, to aberrant promoter hypermethylation in conjunction with or without histone deacetylation. Based on the frequency of tumor-specific hypermethylation in this gene, SFRP1 could provide a valuable marker for breast cancer.
Assuntos
Neoplasias da Mama/genética , Metilação de DNA , Epigênese Genética , Histonas/metabolismo , Proteínas/genética , Acetilação , Azacitidina/análogos & derivados , Azacitidina/farmacologia , Mama/metabolismo , Linhagem Celular , Linhagem Celular Tumoral , Metilação de DNA/efeitos dos fármacos , Decitabina , Regulação para Baixo , Genes Supressores de Tumor , Humanos , Ácidos Hidroxâmicos/farmacologia , Peptídeos e Proteínas de Sinalização Intracelular , Reação em Cadeia da Polimerase , Regiões Promotoras Genéticas , Proteínas/metabolismo , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Análise de Sequência de DNARESUMO
In recent years, several methylation-specific PCR-based techniques have been developed to identify and characterize hypermethylation of CpG dinucleotides with the primary goal of elucidating a better understanding of the role of DNA methylation in important biological processes, such as chromosome X inactivation and carcinogenesis. The specificity of methylation-specific PCR (MSP) techniques relies on amplifying sodium bisulfite-treated DNA with primers specific to predicted sequences of unmethylated and methylated DNA within the gene of interest. In the past, unmethylated and methylated reactions were singleplex and performed in separate wells. In this paper we report a modification of the real-time quantitative multiplex MSP (QM-MSP) technique of Fackler and colleagues that can be applied to any real-time MSP experiment. Although co-amplification with multiple fluorophores is common in standard reverse transcription PCR (RT-PCR), MSP presents unique challenges both mechanistically and operationally that must be overcome in order to successfully co-amplify two methylation-specific targets. In this two-color modification, unmethylated and methylated primer/probe sets are successfully co-amplified in the same reaction using FAM- and VIC-labeled probes. Our modification decreases the cost and time of each real-time experiment by allowing increased throughput of clinical samples and by doubling either the number of genes or the number of samples that can be analyzed per real-time plate.