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1.
Genome Res ; 20(6): 733-44, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20442245

ABSTRACT

The current concept of epigenetic repression is based on one repressor unit corresponding to one silent gene. This notion, however, cannot adequately explain concurrent silencing of multiple loci observed in large chromosome regions. The long-range epigenetic silencing (LRES) can be a frequent occurrence throughout the human genome. To comprehensively characterize the influence of estrogen signaling on LRES, we analyzed transcriptome, methylome, and estrogen receptor alpha (ESR1)-binding datasets from normal breast epithelia and breast cancer cells. This "omics" approach uncovered 11 large repressive zones (range, 0.35 approximately 5.98 megabases), including a 14-gene cluster located on 16p11.2. In normal cells, estrogen signaling induced transient formation of multiple DNA loops in the 16p11.2 region by bringing 14 distant loci to focal ESR1-docking sites for coordinate repression. However, the plasticity of this free DNA movement was reduced in breast cancer cells. Together with the acquisition of DNA methylation and repressive chromatin modifications at the 16p11.2 loci, an inflexible DNA scaffold may be a novel determinant used by breast cancer cells to reinforce estrogen-mediated repression.


Subject(s)
Breast Neoplasms/metabolism , Chromosomes, Human, Pair 16 , Epigenesis, Genetic/physiology , Estrogens/physiology , Gene Silencing , Animals , Binding Sites , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Cell Line, Tumor , Cells, Cultured , DNA Methylation , Estrogen Receptor alpha/metabolism , Estrogens/metabolism , Female , Humans , Mammary Glands, Human/cytology , Mammary Glands, Human/metabolism , Multigene Family
2.
Oncol Rep ; 22(4): 853-61, 2009 Oct.
Article in English | MEDLINE | ID: mdl-19724865

ABSTRACT

Ovarian cancer ranks the most lethal among gynecologic neoplasms in women. To develop potential biomarkers for diagnosis, we have identified five novel genes (CYP39A1, GTF2A1, FOXD4L4, EBP, and HAAO) that are hypermethylated in ovarian tumors, compared with the non-malignant normal ovarian surface epithelia, using the quantitative methylation-specific polymerase chain reactions. Interestingly enough, multivariate Cox regression analysis has identified hypermethylation of CYP39A1 correlated with an increase rate of relapsing (P=0.032, hazard ratio >1). Concordant hypermethylation in at least three loci was observed in 50 out of 55 (91%) of ovarian tumors examined. The test sensitivity and specificity were assessed to be 96 and 67% for CYP39A1; 95 and 88% for GTF2A1; 93 and 67% for FOXD4L4; 81 and 67% for EBP; 89 and 82% for HAAO, respectively. Our data have identified, for the first time, GTF2A1 alone, or GTF2A1 plus HAAO are excellent candidate biomarkers for detecting this disease. Moreover, the known functions of these gene products further implicate dysregulated transcriptional control, cholesterol metabolism, or synthesis of quinolinic acids, may play important roles in attributing to ovarian neoplasm. Molecular therapies, by reversing the aberrant epigenomes using inhibitory agents or by abrogating the upstream signaling pathways that convey the epigenomic perturbations, may be developed into promising treatment regimens.


Subject(s)
Biomarkers, Tumor/genetics , DNA Methylation/genetics , Epigenesis, Genetic , Ovarian Neoplasms/genetics , 3-Hydroxyanthranilate 3,4-Dioxygenase/genetics , CpG Islands , Female , Forkhead Transcription Factors/genetics , Humans , Middle Aged , Neoplasm Staging , Oligonucleotide Array Sequence Analysis , Ovarian Neoplasms/pathology , Reverse Transcriptase Polymerase Chain Reaction , Sensitivity and Specificity , Steroid Hydroxylases/genetics , Steroid Isomerases/genetics , Transcription Factors, TFII/genetics
3.
BMC Genomics ; 8: 131, 2007 May 24.
Article in English | MEDLINE | ID: mdl-17524140

ABSTRACT

BACKGROUND: Previous studies of individual genes have shown that in a self-enforcing way, dimethylation at histone 3 lysine 9 (dimethyl-H3K9) and DNA methylation cooperate to maintain a repressive mode of inactive genes. Less clear is whether this cooperation is generalized in mammalian genomes, such as mouse genome. Here we use epigenomic tools to simultaneously interrogate chromatin modifications and DNA methylation in a mouse leukemia cell line, L1210. RESULTS: Histone modifications on H3K9 and DNA methylation in L1210 were profiled by both global CpG island array and custom mouse promoter array analysis. We used chromatin immunoprecipitation microarray (ChIP-chip) to examine acetyl-H3K9 and dimethyl-H3K9. We found that the relative level of acetyl-H3K9 at different chromatin positions has a wider range of distribution than that of dimethyl-H3K9. We then used differential methylation hybridization (DMH) and the restriction landmark genome scanning (RLGS) to analyze the DNA methylation status of the same targets investigated by ChIP-chip. The results of epigenomic profiling, which have been independently confirmed for individual loci, show an inverse relationship between DNA methylation and histone acetylation in regulating gene silencing. In contrast to the previous notion, dimethyl-H3K9 seems to be less distinct in specifying silencing for the genes tested. CONCLUSION: This study demonstrates in L1210 leukemia cells a diverse relationship between histone modifications and DNA methylation in the maintenance of gene silencing. Acetyl-H3K9 shows an inverse relationship between DNA methylation and histone acetylation in regulating gene silencing as expected. However, dimethyl-H3K9 seems to be less distinct in relation to promoter methylation. Meanwhile, a combination of epigenomic tools is of help in understanding the heterogeneity of epigenetic regulation, which may further our vision accumulated from single-gene studies.


Subject(s)
DNA Methylation , Gene Silencing , Histones/metabolism , Protein Processing, Post-Translational , Acetylation , Animals , Azacitidine/analogs & derivatives , Azacitidine/pharmacology , Cell Line, Tumor , Chromatin Immunoprecipitation , CpG Islands/genetics , DNA Modification Methylases/antagonists & inhibitors , Decitabine , Gene Expression Regulation/drug effects , Hydroxamic Acids/pharmacology , Leukemia L1210/genetics , Leukemia L1210/metabolism , Leukemia L1210/pathology , Lysine/metabolism , Methylation , Mice , Mice, Inbred DBA , Oligonucleotide Array Sequence Analysis
4.
Clin Cancer Res ; 12(22): 6626-36, 2006 Nov 15.
Article in English | MEDLINE | ID: mdl-17121881

ABSTRACT

PURPOSE: Genetic alterations were previously identified in normal epithelia adjacent to invasive cancers. The aim of this study was to determine DNA methylation in histologically normal tissues from multiple geographic zones adjacent to primary breast tumors. EXPERIMENTAL DESIGN: First, methylation status of a 4-kb region of RASSF1A promoter was interrogated using oligonucleotide-based microarray in 144 samples (primary tumors, 47; adjacent normals, 69; reduction mammoplasty tissues, 28). Second, allelic imbalance (AI)/loss of heterozygosity (LOH) surrounding RASSF1A promoter were analyzed in 30 samples (tumors, 8; adjacent normals, 22). Third, global methylation screening of 49 samples (tumors, 12; adjacent normals, 25; reduction mammoplasty, 12) was done by differential methylation hybridization. Real-time quantitative methylation-specific PCR was used to validate the microarray findings. RESULTS: DNA methylation in the core RASSF1A promoter was low in reduction mammoplasty tissues (P=0.0001) when compared with primary tumors. The adjacent normals had an intermediate level of methylation. The regions surrounding the core were highly methylated in all sample types. Microsatellite markers showed AI/LOH in tumors and some of the adjacent normals. Concurrent AI/LOH and DNA methylation in RASSF1A promoter occurred in two of six tumors. Global methylation screening uncovered genes more methylated in adjacent normals than in reduction mammoplasty tissues. The methylation status of four genes was confirmed by quantitative methylation-specific PCR. CONCLUSIONS: Our findings suggest a field of methylation changes extending as far as 4 cm from primary tumors. These frequent alterations may explain why normal tissues are at risk for local recurrence and are useful in disease prognostication.


Subject(s)
Breast Neoplasms/genetics , Carcinoma/genetics , DNA Methylation , Epigenesis, Genetic , Mammary Glands, Human/metabolism , Tumor Suppressor Proteins/genetics , Allelic Imbalance , Biomarkers, Tumor/analysis , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Breast Neoplasms/surgery , Carcinoma/metabolism , Carcinoma/pathology , Carcinoma/surgery , Chromosomes, Human, Pair 3 , Gene Expression Profiling , Humans , Loss of Heterozygosity , Models, Biological , Neoplasm Recurrence, Local/diagnosis , Prognosis , Promoter Regions, Genetic
5.
Clin Cancer Res ; 11(20): 7376-83, 2005 Oct 15.
Article in English | MEDLINE | ID: mdl-16243810

ABSTRACT

PURPOSE: Repetitive ribosomal DNA (rDNA) genes are GC-rich clusters in the human genome. The aim of the study was to determine the methylation status of two rDNA subunits, the 18S and 28S genes, in ovarian tumors and to correlate methylation levels with clinicopathologic features in a cohort of ovarian cancer patients. EXPERIMENTAL DESIGN: 18S and 28S rDNA methylation was examined by quantitative methylation-specific PCR in 74 late-stage ovarian cancers, 9 histologically uninvolved, and 11 normal ovarian surface epithelial samples. In addition, methylation and gene expression levels of 18S and 28S rDNAs in two ovarian cancer cell lines were examined by reverse transcription-PCR before and after treatment with the demethylating drug 5'-aza-2'-deoxycytidine. RESULTS: The methylation level (amount of methylated rDNA/beta-actin) of 18S and 28S rDNAs was significantly higher (P < 0.05) in tumors than in normal ovarian surface epithelial samples. Methylation of 18S and 28S rDNA was highly correlated (R2= 0.842). Multivariate analysis by Cox regression found that rDNA hypermethylation [hazard ratio (HR), 0.25; P < 0.01], but not age (HR, 1.29; P = 0.291) and stage (HR, 1.09; P = 0.709), was independently associated with longer progression-free survival. In ovarian cancer cell lines, methylation levels of rDNA correlated with gene down-regulation and 5'-aza-2'-deoxycytidine treatment resulted in a moderate increase in 18S and 28S rDNA gene expressions. CONCLUSION: This is the first report of rDNA hypermethylation in ovarian tumors. Furthermore, rDNA methylation levels were higher in patients with long progression-free survival versus patients with short survival. Thus, rDNA methylation as a prognostic marker in ovarian cancer warrants further investigation.


Subject(s)
DNA Methylation , DNA, Ribosomal/genetics , Ovarian Neoplasms/pathology , Adult , Aged , Aged, 80 and over , Azacitidine/analogs & derivatives , Azacitidine/pharmacology , Cell Line, Tumor , DNA Modification Methylases/antagonists & inhibitors , Decitabine , Disease-Free Survival , Female , Gene Expression Regulation, Neoplastic/drug effects , Humans , Middle Aged , Multivariate Analysis , Ovarian Neoplasms/genetics , Prognosis , RNA, Ribosomal, 18S/genetics , RNA, Ribosomal, 28S/genetics , Survival Analysis
6.
Cancer Res ; 63(9): 2164-71, 2003 May 01.
Article in English | MEDLINE | ID: mdl-12727835

ABSTRACT

We developed a novel microarray system to assess gene expression, DNA methylation, and histone acetylation in parallel, and to dissect the complex hierarchy of epigenetic changes in cancer. An integrated microarray panel consisting of 1507 short CpG island tags located at the 5'-end regions (including the first exons) was used to assess effects of epigenetic treatments on a human epithelial ovarian cancer cell line. Treatment with methylation (5-aza-2'-deoxycytidine) or deacetylation (trichostatin A) inhibitors alone resulted in up-regulation of 1.9 or 1.1% of the genes analyzed; however, the combined treatment resulted in synergistic reactivation of more genes (10.4%; P < 0.001 versus either treatment alone). On the basis of either primary or secondary responses to the treatments, genes were identified as methylation-dependent or -independent. Synergistic reactivation of the methylation-dependent genes by 5-aza-2'-deoxycytidine plus trichostatin A revealed a functional interaction between methylated promoters and deacetylated histones. Increased expression of some methylation-independent genes was associated with enhanced histone acetylation, but up-regulation of most of the genes identified using this technology was because of events downstream of the epigenetic cascade. We demonstrate proof of principle for using the triple microarray system in analyzing the dynamic relationship between transcription factors and promoter targets in cancer genomes.


Subject(s)
DNA Methylation , Histones/metabolism , Oligonucleotide Array Sequence Analysis/methods , Ovarian Neoplasms/genetics , Acetylation , Female , Gene Expression Regulation, Neoplastic , Gene Silencing , Genome, Human , Humans , Ovarian Neoplasms/metabolism , Tumor Cells, Cultured , Up-Regulation
7.
Cancer Res ; 63(19): 6110-5, 2003 Oct 01.
Article in English | MEDLINE | ID: mdl-14559786

ABSTRACT

Small interfering RNAs (siRNAs) are newly identified molecules shown to silence genes via targeted mRNA degradation. In this study, we used specific siRNAs as a tool to probe the relationship between two DNA methyltransferase genes, DNMT3b and DNMT1, in the maintenance of DNA methylation patterns in the genome. Levels of DNMT3b or DNMT1 mRNAs and proteins were markedly decreased (up to 80%) on transfecting these siRNAs into the ovarian cancer cell line CP70. The resulting RNA interference showed differential effects on DNA demethylation and gene reactivation in the treated cells. The DNMT1 siRNA treatment led to a partial removal of DNA methylation from three inactive promoter CpG islands, TWIST, RASSF1A, and HIN-1, and restored the expression of these genes. This epigenetic alteration appeared less effective in cells transfected with DNMT3b siRNA. However, the combined treatment of DNMT3b and DNMT1 siRNAs greatly enhanced this demethylation effect, producing 7-15-fold increases in their expression. We also used a microarray approach to examine this RNA interference on 8640 CpG island loci in CP70 cells. The combined siRNA treatment had a greater demethylation effect on 241 methylated loci and selected repetitive sequences than that of the single treatment. Our data thus suggest that whereas DNMT1 plays a key role in methylation maintenance, DNMT3b may act as an accessory to support the function in CP70 cells. This study also shows that siRNA is a powerful tool for interrogating the mechanisms of DNA methylation in normal and pathological genomes.


Subject(s)
DNA (Cytosine-5-)-Methyltransferases/genetics , DNA Methylation , Ovarian Neoplasms/genetics , RNA, Small Interfering/genetics , Cell Division/genetics , Cell Line, Tumor , DNA (Cytosine-5-)-Methyltransferase 1 , DNA, Complementary/genetics , DNA, Neoplasm/genetics , Female , Gene Expression Regulation, Neoplastic/genetics , Genetic Therapy/methods , Genome, Human , Humans , Ovarian Neoplasms/pathology , Ovarian Neoplasms/therapy , Transfection , DNA Methyltransferase 3B
8.
Cancer Res ; 63(19): 6178-86, 2003 Oct 01.
Article in English | MEDLINE | ID: mdl-14559801

ABSTRACT

Aberrant DNA methylation of promoter CpG islands is associated with transcriptionally repressive heterochromatin in neoplasia. The dynamics of this epigenetic process in mediating the transition from an active to an inactive state of transcription remains to be elucidated, however. Here, we used the methylation-specific oligonucleotide microarray to map the methylation patterns of a CpG island, located within the promoter and the first exon regions of RASSF1A, in normal breast tissue controls, primary tumors, and breast cancer cell lines. Oligonucleotide pairs, spaced along the CpG island region, were designed to discriminate between methylated and unmethylated alleles of selected sites. The methylation-specific oligonucleotide data indicate that the majority of test samples show widespread methylation in the first exon of RASSF1A. In contrast, the promoter area was usually undermethylated in normal controls and in 32% of the primary tumors tested, whereas the rest of the primary tumors and breast cancer cell lines showed various degrees of methylation in the region. Methylation profiling of individual tumors further suggest that DNA methylation progressively spreads from the first exon into the promoter area of this gene. Functional analysis indicates that increased density of RASSF1A promoter methylation is associated with altered chromatin, marked by a depletion of acetylated histones and methylated histone 3-lysine 4 and an enrichment of methylated histone 3-lysine 9 in the studied area. The combination of these epigenetic modifications may engender a stable silencing of the gene in breast cancer cells. Thus, this study underscores the importance of detailed mapping of methylation patterns within a CpG island locus that may provide insights into the progressive nature of aberrant DNA methylation and its relationship with transcriptional silencing during the neoplastic process.


Subject(s)
Breast Neoplasms/genetics , Carcinoma, Ductal, Breast/genetics , DNA Methylation , Neoplasm Proteins/genetics , Tumor Suppressor Proteins , Acetylation , Cell Line, Tumor , Chromatin/genetics , Chromatin/metabolism , CpG Islands , DNA, Neoplasm/analysis , DNA, Neoplasm/genetics , Genes, Tumor Suppressor , Histones/genetics , Histones/metabolism , Humans , Oligonucleotide Array Sequence Analysis , Promoter Regions, Genetic
9.
Cancer Res ; 64(22): 8184-92, 2004 Nov 15.
Article in English | MEDLINE | ID: mdl-15548683

ABSTRACT

Alterations in histones, chromatin-related proteins, and DNA methylation contribute to transcriptional silencing in cancer, but the sequence of these molecular events is not well understood. Here we demonstrate that on disruption of estrogen receptor (ER) alpha signaling by small interfering RNA, polycomb repressors and histone deacetylases are recruited to initiate stable repression of the progesterone receptor (PR) gene, a known ERalpha target, in breast cancer cells. The event is accompanied by acquired DNA methylation of the PR promoter, leaving a stable mark that can be inherited by cancer cell progeny. Reestablishing ERalpha signaling alone was not sufficient to reactivate the PR gene; reactivation of the PR gene also requires DNA demethylation. Methylation microarray analysis further showed that progressive DNA methylation occurs in multiple ERalpha targets in breast cancer genomes. The results imply, for the first time, the significance of epigenetic regulation on ERalpha target genes, providing new direction for research in this classical signaling pathway.


Subject(s)
Breast Neoplasms/metabolism , Epigenesis, Genetic , Gene Silencing , Receptors, Estrogen/metabolism , Signal Transduction , Base Sequence , Breast Neoplasms/genetics , Cell Line, Tumor , DNA Primers , Humans , RNA Interference , Receptors, Progesterone/genetics , Reverse Transcriptase Polymerase Chain Reaction
10.
PLoS One ; 10(4): e0124426, 2015.
Article in English | MEDLINE | ID: mdl-25885433

ABSTRACT

Combination antiretroviral therapy (cART) has extended the longevity of human immunodeficiency virus (HIV)-infected individuals. However, this has resulted in greater awareness of age-associated diseases such as chronic obstructive pulmonary disease (COPD). Accelerated cellular senescence may be responsible, but its magnitude as measured by leukocyte telomere length is unknown and its relationship to HIV-associated COPD has not yet been established. We measured absolute telomere length (aTL) in peripheral leukocytes from 231 HIV-infected adults. Comparisons were made to 691 HIV-uninfected individuals from a population-based sample. Subject quartiles of aTL were assessed for relationships with measures of HIV disease severity, airflow obstruction, and emphysema severity on computed tomographic (CT) imaging. Multivariable regression models identified factors associated with shortened aTL. Compared to HIV-uninfected subjects, the mean aTL in HIV-infected patients was markedly shorter by 27 kbp/genome (p<0.001); however, the slopes of aTL vs. age were not different (p=0.469). Patients with longer known durations of HIV infection (p=0.019) and lower nadir CD4 cell counts (p=0.023) had shorter aTL. Shorter aTL were also associated with older age (p=0.026), smoking (p=0.005), reduced forced expiratory volume in one second (p=0.030), and worse CT emphysema severity score (p=0.049). HIV-infected subjects demonstrate advanced cellular aging, yet in a cART-treated cohort, the relationship between aTL and age appears no different from that of HIV-uninfected subjects.


Subject(s)
Cellular Senescence/genetics , HIV Infections/genetics , Leukocytes/ultrastructure , Pulmonary Disease, Chronic Obstructive/complications , Telomere , Adult , Cohort Studies , Female , HIV Infections/blood , HIV Infections/complications , Humans , Male , Middle Aged , Pulmonary Disease, Chronic Obstructive/pathology
11.
AIDS Patient Care STDS ; 28(5): 240-7, 2014 May.
Article in English | MEDLINE | ID: mdl-24742270

ABSTRACT

The increased longevity afforded by combination antiretroviral therapy in developed countries has led to an increased concern regarding senescence-related diseases in patients with human immunodeficiency virus (HIV) infection. Previous epidemiologic analyses have demonstrated an increased risk of chronic obstructive pulmonary disease, as well as a significant burden of respiratory symptoms in HIV-infected patients. We performed the St. George's Respiratory Questionnaire (SGRQ) in 199 HIV-positive men, and determined the predominant factors contributing to poor respiratory-related health status. In univariate analyses, worse SGRQ scores were associated with respiratory-related variables such as greater smoking pack-year history (p=0.028), lower forced expiratory volume in 1 second (FEV1) (p<0.001), and worse emphysema severity as quantified by computed tomographic imaging (p=0.017). In addition, HIV-specific variables, such as a history of plasma viral load >100,000 copies/mL (p=0.043), lower nadir CD4 cell count (p=0.040), and current CD4 cell count ≤350 cells/µL (p=0.005), as well as elevated levels of inflammatory markers, specifically plasma interleukin (IL)-6 (p=0.002) and alpha-1 antitrypsin (p=0.005) were also associated with worse SGRQ scores. In a multiple regression model, FEV1, current CD4 count ≤350 cells/µL, and IL-6 levels remained significant contributors to reduced respiratory-related health status. HIV disease activity as measured by HIV-related immunosuppression in conjunction with the triggering of key inflammatory pathways may be important determinants of worse respiratory health status among HIV-infected individuals. Limitations of this analysis include the absence of available echocardiograms, diffusion capacity and lung volume testing, and an all-male cohort due to the demographics of the clinic population.


Subject(s)
HIV Infections/physiopathology , Health Status , Lung Diseases, Obstructive/physiopathology , Lung/physiopathology , Adult , Anti-HIV Agents/therapeutic use , Body Mass Index , British Columbia , CD4 Lymphocyte Count , Forced Expiratory Volume , Health Status Indicators , Humans , Linear Models , Male , Regression Analysis , Smoking/adverse effects , Socioeconomic Factors , Spirometry , Surveys and Questionnaires , Viral Load
12.
Cancer Res ; 69(23): 9038-46, 2009 Dec 01.
Article in English | MEDLINE | ID: mdl-19887623

ABSTRACT

Genetic amplification, mutation, and translocation are known to play a causal role in the upregulation of an oncogene in cancer cells. Here, we report an emerging role of microRNA, the epigenetic deregulation of which may also lead to this oncogenic activation. SOX4, an oncogene belonging to the SRY-related high mobility group box family, was found to be overexpressed (P < 0.005) in endometrial tumors (n = 74) compared with uninvolved controls (n = 20). This gene is computationally predicted to be the target of a microRNA, miR-129-2. When compared with the matched endometria, the expression of miR-129-2 was lost in 27 of 31 primary endometrial tumors that also showed a concomitant gain of SOX4 expression (P < 0.001). This inverse relationship is associated with hypermethylation of the miR-129-2 CpG island, which was observed in endometrial cancer cell lines (n = 6) and 68% of 117 endometrioid endometrial tumors analyzed. Reactivation of miR-129-2 in cancer cells by pharmacologic induction of histone acetylation and DNA demethylation resulted in decreased SOX4 expression. In addition, restoration of miR-129-2 by cell transfection led to decreased SOX4 expression and reduced proliferation of cancer cells. Further analysis found a significant correlation of hypermethylated miR-129-2 with microsatellite instability and MLH1 methylation status (P < 0.001) and poor overall survival (P < 0.039) in patients. Therefore, these results imply that the aberrant expression of SOX4 is, in part, caused by epigenetic repression of miR-129-2 in endometrial cancer. Unlike the notion that promoter hypomethylation may upregulate an oncogene, we present a new paradigm in which hypermethylation-mediated silencing of a microRNA derepresses its oncogenic target in cancer cells.


Subject(s)
Carcinoma, Endometrioid/genetics , Endometrial Neoplasms/genetics , MicroRNAs/genetics , SOXC Transcription Factors/genetics , Adaptor Proteins, Signal Transducing/genetics , Base Sequence , Carcinoma, Endometrioid/metabolism , CpG Islands , DNA Methylation , Endometrial Neoplasms/metabolism , Female , Gene Expression Regulation, Neoplastic , Gene Silencing , Humans , Microsatellite Instability , Molecular Sequence Data , MutL Protein Homolog 1 , Nuclear Proteins/genetics , SOXC Transcription Factors/biosynthesis
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