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1.
PLoS One ; 15(10): e0232646, 2020.
Article in English | MEDLINE | ID: mdl-33035235

ABSTRACT

Changes in gene expression can correlate with poor disease outcomes in two ways: through changes in relative transcript levels or through alternative RNA splicing leading to changes in relative abundance of individual transcript isoforms. The objective of this research is to develop new statistical methods in detecting and analyzing both differentially expressed and spliced isoforms, which appropriately account for the dependence between isoforms and multiple testing corrections for the multi-dimensional structure of at both the gene- and isoform- level. We developed a linear mixed effects model-based approach for analyzing the complex alternative RNA splicing regulation patterns detected by whole-transcriptome RNA-sequencing technologies. This approach thoroughly characterizes and differentiates three types of genes related to alternative RNA splicing events with distinct differential expression/splicing patterns. We applied the concept of appropriately controlling for the gene-level overall false discovery rate (OFDR) in this multi-dimensional alternative RNA splicing analysis utilizing a two-step hierarchical hypothesis testing framework. In the initial screening test we identify genes that have differentially expressed or spliced isoforms; in the subsequent confirmatory testing stage we examine only the isoforms for genes that have passed the screening tests. Comparisons with other methods through application to a whole transcriptome RNA-Seq study of adenoid cystic carcinoma and extensive simulation studies have demonstrated the advantages and improved performances of our method. Our proposed method appropriately controls the gene-level OFDR, maintains statistical power, and is flexible to incorporate advanced experimental designs.


Subject(s)
Alternative Splicing , Carcinoma, Adenoid Cystic/genetics , Gene Expression Profiling/methods , Gene Regulatory Networks , Leukemia, Myeloid, Acute/genetics , Algorithms , Child , Gene Expression Regulation, Neoplastic , Humans , Linear Models , Models, Genetic , RNA, Messenger/genetics , Sequence Analysis, RNA/methods , Exome Sequencing
2.
Oncotarget ; 8(38): 63978-63985, 2017 Sep 08.
Article in English | MEDLINE | ID: mdl-28969046

ABSTRACT

CT screening for lung cancer reduces mortality, but will cost Medicare ∼2 billion dollars due in part to high false positive rates. Molecular biomarkers could augment current risk stratification used to select smokers for screening. Gene methylation in sputum reflects lung field cancerization that remains in lung cancer patients post-resection. This population was used in conjunction with cancer-free smokers to evaluate classification accuracy of a validated eight-gene methylation panel in sputum for cancer risk. Sputum from resected lung cancer patients (n=487) and smokers from Lovelace (n=1380) and PLuSS (n=718) cohorts was studied for methylation of an 8-gene panel. Area under a receiver operating characteristic curve was calculated to assess the prediction performance in logistic regressions with different sets of variables. The prevalence for methylation of all genes was significantly increased in the ECOG-ACRIN patients compared to cancer-free smokers as evident by elevated odds ratios that ranged from 1.6 to 8.9. The gene methylation panel showed lung cancer prediction accuracy of 82-86% and with addition of clinical variables improved to 87-90%. With sensitivity at 95%, specificity increased from 25% to 54% comparing clinical variables alone to their inclusion with methylation. The addition of methylation biomarkers to clinical variables would reduce false positive screens by ruling out one-third of smokers eligible for CT screening and could increase cancer detection rates through expanding risk assessment criteria.

3.
Cancer Res ; 75(15): 3108-17, 2015 Aug 01.
Article in English | MEDLINE | ID: mdl-26183928

ABSTRACT

O(6)-Methylguanine-DNA methyltransferase (MGMT) is a DNA repair enzyme that protects cells from carcinogenic effects of alkylating agents; however, MGMT is silenced by promoter hypermethylation during carcinogenesis. A single-nucleotide polymorphism (SNP) in an enhancer in the MGMT promoter was previously identified to be highly significantly associated with risk for MGMT methylation in lung cancer and sputum from smokers. To further genetic investigations, a genome-wide association and replication study was conducted in two smoker cohorts to identify novel loci for MGMT methylation in sputum that were independent of the MGMT enhancer polymorphism. Two novel trans-acting loci (15q15.2 and 17q24.3) that were identified acted together with the enhancer SNP to empower risk prediction for MGMT methylation. We found that the predisposition to MGMT methylation arising from the 15q15.2 locus involved regulation of the ubiquitin protein ligase E3 component UBR1. UBR1 attenuation reduced turnover of MGMT protein and increased repair of O6-methylguanine in nitrosomethylurea-treated human bronchial epithelial cells, while also reducing MGMT promoter activity and abolishing MGMT induction. Overall, our results substantiate reduced gene transcription as a major mechanism for predisposition to MGMT methylation in the lungs of smokers, and support the importance of UBR1 in regulating MGMT homeostasis and DNA repair of alkylated DNA adducts in cells.


Subject(s)
Chromosomes, Human, Pair 15/genetics , DNA Modification Methylases/metabolism , DNA Repair Enzymes/metabolism , Smoking/genetics , Tumor Suppressor Proteins/metabolism , Ubiquitin-Protein Ligases/genetics , Base Sequence , DNA Methylation , DNA Modification Methylases/genetics , DNA Repair Enzymes/genetics , Epithelial Cells/drug effects , Female , Gene Expression Regulation , Genetic Predisposition to Disease , Genome-Wide Association Study , Guanine/analogs & derivatives , Guanine/metabolism , Humans , Longitudinal Studies , Lung Neoplasms/genetics , Male , Methylation , Methylnitrosourea/pharmacology , Molecular Sequence Data , Polymorphism, Single Nucleotide , Tumor Suppressor Proteins/genetics
4.
Clin J Am Soc Nephrol ; 10(8): 1428-34, 2015 Aug 07.
Article in English | MEDLINE | ID: mdl-26130617

ABSTRACT

BACKGROUND AND OBJECTIVES: Little is known about patients receiving dialysis who respond to satisfaction and experience of care surveys and those who do not respond, nor is much known about the corollaries of satisfaction. This study examined factors predicting response to Dialysis Clinic, Inc. (DCI)'s patient satisfaction survey and factors associated with higher satisfaction among responders. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENT: A total of 10,628 patients receiving in-center hemodialysis care at 201 DCI facilities between January 1, 2011, and December 31, 2011, aged ≥18 years, treated during the survey administration window, and at the facility for ≥3 months before survey administration. Primary outcome was response to at least one of the nine survey questions; secondary outcome was overall satisfaction with care. RESULTS: Response rate was 77.3%. In adjusted logistic regression (odds ratios with 95% confidence intervals), race other than black (white race, 1.23 [1.10 to 1.37]), missed treatments (1.16 [1.02 to 1.32]) or shortened treatments (≥5 treatments, 1.40 [1.22 to 1.60]), more hospital days (>3 days in the last 3 months, 1.89 [1.66 to 2.15]), and lower serum albumin (albumin level <3.5 g/dl, 1.4 [1.28 to 1.73]) all independently predicted nonresponse. In adjusted linear regression, the following were more satisfied with care: older patients (age ≥63 years, 1.84 [1.78 to 1.90]; age <63 years, 1.91 [1.86 to 1.97]; P<0.001), white patients (1.76 [1.71 to 1.81]) versus black patients (1.93 [1.88 to 1.99]) or those of other race (1.93 [1.83 to 2.03]) (P<0.001), patients with shorter duration of dialysis (≤2.5 years, 1.79 [1.73 to 1.84]; >2.5 years, 1.96 [1.91 to 2.02]; P<0.001), patients who had missed one or fewer treatments (1.83 [1.78 to 1.88]) versus those who had missed more than one treatment (1.92 [1.85 to 1.98]; P=0.002) and those who had shortened treatment (for one treatment or less, 1.84 [1.77 to 1.90]; for two to four treatments, 1.87 [1.81 to 1.93]; for five or more treatments, 1.92 [1.87 to 1.98]; P=0.004). CONCLUSIONS: Survey results represent healthier and more adherent patients on hemodialysis. Shorter survey administration windows were associated with higher response rates. Older, white patients with shorter dialysis vintage were more satisfied.


Subject(s)
Kidney Failure, Chronic/therapy , Patient Satisfaction , Renal Dialysis , Age Factors , Aged , Chi-Square Distribution , Female , Health Care Surveys , Health Status , Hospitalization , Humans , Kaplan-Meier Estimate , Kidney Failure, Chronic/diagnosis , Kidney Failure, Chronic/psychology , Linear Models , Logistic Models , Male , Middle Aged , Odds Ratio , Patient Compliance , Renal Dialysis/adverse effects , Renal Dialysis/psychology , Retrospective Studies , Surveys and Questionnaires , Time Factors , Treatment Outcome , White People/psychology
5.
J Natl Cancer Inst ; 107(5)2015 Feb 23.
Article in English | MEDLINE | ID: mdl-25713168

ABSTRACT

BACKGROUND: Lung cancer is the leading cause of cancer-related mortality worldwide. Detection of promoter hypermethylation of tumor suppressor genes in exfoliated cells from the lung provides an assessment of field cancerization that in turn predicts lung cancer. The identification of genetic determinants for this validated cancer biomarker should provide novel insights into mechanisms underlying epigenetic reprogramming during lung carcinogenesis. METHODS: A genome-wide association study using generalized estimating equations and logistic regression models was conducted in two geographically independent smoker cohorts to identify loci affecting the propensity for cancer-related gene methylation that was assessed by a 12-gene panel interrogated in sputum. All statistical tests were two-sided. RESULTS: Two single nucleotide polymorphisms (SNPs) at 15q12 (rs73371737 and rs7179575) that drove gene methylation were discovered and replicated with rs73371737 reaching genome-wide significance (P = 3.3×10(-8)). A haplotype carrying risk alleles from the two 15q12 SNPs conferred 57% increased risk for gene methylation (P = 2.5×10(-9)). Rs73371737 reduced GABRB3 expression in lung cells and increased risk for smoking-induced chronic mucous hypersecretion. Furthermore, subjects with variant homozygote of rs73371737 had a two-fold increase in risk for lung cancer (P = .0043). Pathway analysis identified DNA double-strand break repair by homologous recombination (DSBR-HR) as a major pathway affecting susceptibility for gene methylation that was validated by measuring chromatid breaks in lymphocytes challenged by bleomycin. CONCLUSIONS: A functional 15q12 variant was identified as a risk factor for gene methylation and lung cancer. The associations could be mediated by GABAergic signaling that drives the smoking-induced mucous cell metaplasia. Our findings also substantiate DSBR-HR as a critical pathway driving epigenetic gene silencing.


Subject(s)
Chromosomes, Human, Pair 15/metabolism , DNA Methylation , Lung Neoplasms/genetics , Polymorphism, Single Nucleotide , Promoter Regions, Genetic , Smoking/adverse effects , Sputum , Adult , Aged , Chromosomes, Human, Pair 15/genetics , Female , Gene Frequency , Genetic Predisposition to Disease , Genome-Wide Association Study , Genotype , Haplotypes , Humans , Logistic Models , Male , Middle Aged , Reproducibility of Results , Risk
6.
BMC Proc ; 8(Suppl 1 Genetic Analysis Workshop 18Vanessa Olmo): S104, 2014.
Article in English | MEDLINE | ID: mdl-25519358

ABSTRACT

Genome wide association studies (GWAS) have been used to search for associations between genetic variants and a phenotypic trait of interest. New technologies, such as next-generation sequencing, hold the potential to revolutionize GWAS. However, millions of polymorphisms are identified with next-generation sequencing technology. Consequently, researchers must be careful when performing such a large number of statistical tests, and corrections are typically made to account for multiple testing. Additionally, for typical GWAS, the p value cutoff is set quite low (approximately <10(-8)). As a result of this p value stringency, it is likely that there are many true associations that do not meet this threshold. To account for this we have incorporated a priori biological knowledge to help identify true associations that may not have reached statistical significance. We propose the application of a pipelined series of statistical and bioinformatic methods, to enable the assessment of the association of genetic polymorphisms with a disease phenotype--here, hypertension--as well as the identification of statistically significant pathways of genes that may play a role in the disease process.

7.
Am J Respir Crit Care Med ; 188(9): 1110-6, 2013 Nov 01.
Article in English | MEDLINE | ID: mdl-24032348

ABSTRACT

RATIONALE: Gene promoter methylation detected in sputum predicts lung cancer risk in smokers. Compared with non-Hispanic whites (NHW), Hispanics have a lower age-standardized incidence for lung cancer. OBJECTIVES: This study compared the methylation prevalence in sputum of NHWs with Hispanics using the Lovelace Smokers cohort (n = 1998) and evaluated the effect of Native American ancestry (NAA) and diet on biomarkers for lung cancer risk. METHODS: Genetic ancestry was estimated using 48 ancestry markers. Diet was assessed by the Harvard University Dietary Assessment questionnaire. Methylation of 12 genes was measured in sputum using methylation-specific polymerase chain reaction. The association between NAA and risk for methylation was assessed using generalized estimating equations. The ethnic difference in the association between pack-years and risk for lung cancer was assessed in the New Mexico lung cancer study. MEASUREMENTS AND MAIN RESULTS: Overall Hispanics had a significantly increased risk for methylation across the 12 genes analyzed (odds ratio, 1.18; P = 0.007). However, the risk was reduced by 32% (P = 0.032) in Hispanics with high versus low NAA. In the New Mexico lung cancer study, Hispanic non-small cell lung cancer cases have significantly lower pack-years than NHW counterparts (P = 0.007). Furthermore, compared with NHW smokers, Hispanic smokers had a more rapidly increasing risk for lung cancer as a function of pack-years (P = 0.058). CONCLUSIONS: NAA may be an important risk modifier for methylation in Hispanic smokers. Smoking intensity may have a greater impact on risk for lung cancer in Hispanics compared with NHWs.


Subject(s)
American Indian or Alaska Native/genetics , Carcinoma, Non-Small-Cell Lung/ethnology , DNA Methylation/physiology , Diet , Hispanic or Latino/genetics , Lung Neoplasms/ethnology , Smoking/ethnology , Aged , Carcinoma, Non-Small-Cell Lung/genetics , Cohort Studies , Female , Folic Acid/physiology , Humans , Longitudinal Studies , Lung Neoplasms/genetics , Male , Middle Aged , Multivariate Analysis , New Mexico , Promoter Regions, Genetic/physiology , Risk Factors , Smoking/genetics , Sputum/chemistry
8.
Gynecol Oncol ; 130(2): 334-9, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23632205

ABSTRACT

OBJECTIVE: Lynch Syndrome (LS), an inherited genetic syndrome, predisposes to cancers such as colorectal and endometrial. However, the risk for endometrial cancer (EC) in women not affected by LS, but with a family history of cancer, is currently unknown. We examined the association between a family history of cancer and the risk for EC in non-LS patients. METHODS: This population-based case-control study included 519 EC cases and 1015 age-matched controls and took place in Alberta, Canada between 2002 and 2006. Information about risk factors, including family history of cancer in first and second degree relatives, was ascertained via in-person interviews. Microsatellite instability (MSI) status of tumor tissue was assessed to determine involvement of DNA mismatch repair (MMR) genes. RESULTS: A first or second degree family history of uterine cancer was modestly associated with the risk for overall EC [odds ratio (OR), 1.3; 95% confidence interval (CI), 0.9, 1.9], and the risks were similar for MSI+cancer (OR=1.5, 95%CI=0.7, 3.3) and MSI- cancer (OR=1.3, 95%CI=0.8, 2.4). Although consistent, these associations were modest and not significant. In contrast, the risk for MSI+cancer was elevated with a reported family history of colorectal cancer (OR=1.4, 95%CI=1.0, 2.2), but not for MSI- cancer. CONCLUSIONS: A family history of uterine cancer may be modestly associated with EC risk in non-LS patients regardless of MSI status, suggesting that risk was not related to inherited defects in the MMR gene pathway. These results provide preliminary support for an EC-specific genetic syndrome.


Subject(s)
Endometrial Neoplasms/genetics , Neoplasms/genetics , Adult , Aged , Case-Control Studies , Endometrial Neoplasms/etiology , Family , Female , Humans , Logistic Models , Microsatellite Instability , Middle Aged , Risk
9.
Pigment Cell Melanoma Res ; 26(5): 677-84, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23659246

ABSTRACT

Although ultraviolet radiation (UV) exposure from indoor tanning has been linked to an increased risk of melanoma, the role of DNA repair genes in this process is unknown. We evaluated the association of 92 single nucleotide polymorphisms (SNPs) in 20 DNA repair genes with the risk of melanoma and indoor tanning among 929 patients with melanoma and 817 controls from the Minnesota Skin Health Study. Significant associations with melanoma risk were identified for SNPs in ERCC4, ERCC6, RFC1, XPC, MGMT, and FBRSL1 genes; with a cutoff of P < 0.05. ERCC6 and FBRSL1 gene variants and haplotypes interacted with indoor tanning. However, none of the 92 SNPs tested met the correction criteria for multiple comparisons. This study, based on an a priori interest in investigating the role of DNA repair capacity using variants in base excision and nucleotide excision repair, identified several genes that may play a role in resolving UV-induced DNA damage.


Subject(s)
DNA Repair/genetics , Genetic Predisposition to Disease , Melanoma/genetics , Polymorphism, Single Nucleotide/genetics , Skin Neoplasms/genetics , Sunbathing , Adult , Case-Control Studies , Female , Genotyping Techniques , Haplotypes/genetics , Humans , Male , Middle Aged , Risk Factors
10.
Carcinogenesis ; 34(5): 1044-50, 2013 May.
Article in English | MEDLINE | ID: mdl-23354305

ABSTRACT

Epidemiological studies of underground miners suggested that occupational exposure to radon causes lung cancer with squamous cell carcinoma (SCC) as the predominant histological type. However, the genetic determinants for susceptibility of radon-induced SCC in miners are unclear. Double-strand breaks induced by radioactive radon daughters are repaired primarily by non-homologous end joining (NHEJ) that is accompanied by the dynamic changes in surrounding chromatin, including nucleosome repositioning and histone modifications. Thus, a molecular epidemiological study was conducted to assess whether genetic variation in 16 genes involved in NHEJ and related histone modification affected susceptibility for SCC in radon-exposed former miners (267 SCC cases and 383 controls) from the Colorado plateau. A global association between genetic variation in the haplotype block where SIRT1 resides and the risk for SCC in miners (P = 0.003) was identified. Haplotype alleles tagged by the A allele of SIRT1 rs7097008 were associated with increased risk for SCC (odds ratio = 1.69, P = 8.2 × 10(-5)) and greater survival in SCC cases (hazard ratio = 0.79, P = 0.03) in miners. Functional validation of rs7097008 demonstrated that the A allele was associated with reduced gene expression in bronchial epithelial cells and compromised DNA repair capacity in peripheral lymphocytes. Together, these findings substantiate genetic variation in SIRT1 as a risk modifier for developing SCC in miners and suggest that SIRT1 may also play a tumor suppressor role in radon-induced cancer in miners.


Subject(s)
Carcinoma, Squamous Cell/genetics , Lung Neoplasms/genetics , Mining , Neoplasms, Radiation-Induced/genetics , Occupational Diseases/genetics , Sirtuin 1/genetics , Uranium/poisoning , Alleles , Carcinoma, Squamous Cell/etiology , Case-Control Studies , Colorado , Female , Genetic Predisposition to Disease , Genotype , Haplotypes , Humans , Lung Neoplasms/etiology , Lymphocytes/metabolism , Male , Middle Aged , Neoplasms, Radiation-Induced/etiology , Occupational Diseases/etiology , Occupational Exposure/adverse effects , Polymorphism, Single Nucleotide , Radon/poisoning
11.
Carcinogenesis ; 33(8): 1542-7, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22665368

ABSTRACT

Gene promoter hypermethylation is now regarded as a promising biomarker for the risk and progression of lung cancer. The one-carbon metabolism pathway is postulated to affect deoxyribonucleic acid (DNA) methylation because it is responsible for the generation of S-adenosylmethionine (SAM), the methyl donor for cellular methylation reactions. This study investigated the association of single nucleotide polymorphisms (SNPs) in six one-carbon metabolism-related genes with promoter hypermethylation in sputum DNA from non-Hispanic white smokers in the Lovelace Smokers Cohort (LSC) (n = 907). Logistic regression was used to assess the association of SNPs with hypermethylation using a high/low methylation cutoff. SNPs in the cystathionine beta synthase (CBS) and 5-methyltetrahydrofolate-homocysteine methyltransferase reductase (MTRR) genes were significantly associated with high methylation in males [CBS rs2850146 (-8283G > C), OR = 4.9; 95% CI: 1.98, 12.2, P = 0.0006] and low methylation in females [MTRR rs3776467 (7068A > G), OR = 0.57, 95% CI: 0.42, 0.77, P = 0.0003]. The variant allele of rs2850146 was associated with reduced gene expression and increased plasma homocysteine (Hcy) concentrations. Three plasma metabolites, Hcy, methionine and dimethylglycine, were associated with increased risk for gene methylation. These studies suggest that SNPs in CBS and MTRR have sex-specific associations with aberrant methylation in the lung epithelium of smokers that could be mediated by the affected one-carbon metabolism and transsulfuration in the cells.


Subject(s)
Cystathionine beta-Synthase/genetics , DNA Methylation , Ferredoxin-NADP Reductase/genetics , Promoter Regions, Genetic , Smoking/genetics , Epithelium/metabolism , Female , Humans , Lung/metabolism , Male , Polymorphism, Single Nucleotide
12.
Clin Cancer Res ; 18(12): 3387-95, 2012 Jun 15.
Article in English | MEDLINE | ID: mdl-22510351

ABSTRACT

PURPOSE: To evaluate the methylation state of 31 genes in sputum as biomarkers in an expanded nested, case-control study from the Colorado cohort, and to assess the replication of results from the most promising genes in an independent case-control study of asymptomatic patients with stage I lung cancer from New Mexico. EXPERIMENTAL DESIGN: Cases and controls from Colorado and New Mexico were interrogated for methylation of up to 31 genes using nested, methylation-specific PCR. Individual genes and methylation indices were used to assess the association between methylation and lung cancer with logistic regression modeling. RESULTS: Seventeen genes with ORs of 1.4 to 3.6 were identified and selected for replication in the New Mexico study. Overall, the direction of effects seen in New Mexico was similar to Colorado with the largest increase in case discrimination (ORs, 3.2-4.2) seen for the PAX5α, GATA5, and SULF2 genes. Receiver operating characteristic (ROC) curves generated from seven-gene panels from Colorado and New Mexico studies showed prediction accuracy of 71% and 77%, respectively. A 22-fold increase in lung cancer risk was seen for a subset of New Mexico cases with five or more genes methylated. Sequence variants associated with lung cancer did not improve the accuracy of this gene methylation panel. CONCLUSIONS: These studies have identified and replicated a panel of methylated genes whose integration with other promising biomarkers could initially identify the highest risk smokers for computed tomographic screening for early detection of lung cancer.


Subject(s)
Biomarkers, Tumor/genetics , DNA Methylation , Lung Neoplasms/genetics , Promoter Regions, Genetic , Sputum/cytology , Aged , Case-Control Studies , Cohort Studies , Female , Genome-Wide Association Study , Humans , Lung Neoplasms/diagnosis , Male , Middle Aged , Polymorphism, Single Nucleotide , Risk Assessment
13.
Cancer Res ; 72(3): 707-15, 2012 Feb 01.
Article in English | MEDLINE | ID: mdl-22139380

ABSTRACT

The detection of tumor suppressor gene promoter methylation in sputum-derived exfoliated cells predicts early lung cancer. Here, we identified genetic determinants for this epigenetic process and examined their biologic effects on gene regulation. A two-stage approach involving discovery and replication was used to assess the association between promoter hypermethylation of a 12-gene panel and common variation in 40 genes involved in carcinogen metabolism, regulation of methylation, and DNA damage response in members of the Lovelace Smokers Cohort (N = 1,434). Molecular validation of three identified variants was conducted using primary bronchial epithelial cells. Association of study-wide significance (P < 8.2 × 10(-5)) was identified for rs1641511, rs3730859, and rs1883264 in TP53, LIG1, and BIK, respectively. These single-nucleotide polymorphisms (SNP) were significantly associated with altered expression of the corresponding genes in primary bronchial epithelial cells. In addition, rs3730859 in LIG1 was also moderately associated with increased risk for lung cancer among Caucasian smokers. Together, our findings suggest that genetic variation in DNA replication and apoptosis pathways impacts the propensity for gene promoter hypermethylation in the aerodigestive tract of smokers. The incorporation of genetic biomarkers for gene promoter hypermethylation with clinical and somatic markers may improve risk assessment models for lung cancer.


Subject(s)
DNA Methylation , Genetic Predisposition to Disease/genetics , Lung/metabolism , Polymorphism, Single Nucleotide , Promoter Regions, Genetic/genetics , Smoking , Aged , Apoptosis Regulatory Proteins/genetics , Bronchi/cytology , Cells, Cultured , Cohort Studies , DNA Ligase ATP , DNA Ligases/genetics , Epithelial Cells/metabolism , Female , Gene Expression Profiling , Gene Frequency , Haplotypes , Humans , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Male , Membrane Proteins/genetics , Middle Aged , Mitochondrial Proteins , Reverse Transcriptase Polymerase Chain Reaction , Risk Factors , Tumor Suppressor Protein p53/genetics
14.
Int J Mol Epidemiol Genet ; 2(2): 145-55, 2011.
Article in English | MEDLINE | ID: mdl-21686129

ABSTRACT

The activation of the epithelial-to-mesenchymal transition (EMT) program is an important step for tumor initiation, invasion, and metastasis in solid tumors, including lung cancer. The purpose of this study was to identify the sequence variants in the miR-205/200 family-regulated EMT pathway and test their association with risk for lung cancer. Fifty samples were resequenced to identify sequence variants in the miR-205/200 family-regulated EMT pathway. The association between tagSNPs and risk for non-small cell lung cancer was discovered and validated in New Mexico (386 cases and 514 controls) and Massachusetts (2453 cases and 1555 controls) case-control studies, respectively. The function of SNPs on miR-200b-a-429 promoter activity was tested using luciferase reporter and expression assays. Forty-one sequence variants with minor allele frequency ≥ 0.03 were identified, and 16 variants were selected as tagSNPs. Genetic association analysis identified that the G allele of rs61768479 was associated with a 50% reduced risk for lung cancer (OR=0.50, 95%CI=0.30-0.85, uncorr-P=0.01); however, this association was not validated (OR=0.90, 95%CI=0.72-1.13, uncorr-P=0.35). The G allele of rs61768479 was associated with lower promoter activity and miR expression by disrupting the binding of NKX2.5. In summary, no association was identified between sequence variants in the miR-205/200 family-regulated EMT pathway and risk for lung cancer. However, this study identified a comprehensive panel of tagSNPs (n=16) in the miR-205/200 family-regulated EMT pathway that can be applied to other EMT-related phenotypes such as cancer chemoresistence and prognosis.

15.
Clin Cancer Res ; 17(7): 2014-23, 2011 Apr 01.
Article in English | MEDLINE | ID: mdl-21355081

ABSTRACT

PURPOSE: To address the association between sequence variants within the MGMT (O(6)-methylguanine-DNA methyltransferase) promoter-enhancer region and methylation of MGMT in premalignant lesions from smokers and lung adenocarcinomas, their biological effects on gene regulation, and targeting MGMT for therapy. EXPERIMENTAL DESIGN: Single nucleotide polymorphisms (SNP) identified through sequencing a 1.9 kb fragment 5' of MGMT were examined in relation to MGMT methylation in 169 lung adenocarcinomas and 1,731 sputum samples from smokers. The effect of promoter haplotypes on MGMT expression was tested using a luciferase reporter assay and cDNA expression analysis along with allele-specific sequencing for methylation. The response of MGMT methylated lung cancer cell lines to the alkylating agent temozolomide (TMZ) was assessed. RESULTS: The A allele of rs16906252 and the haplotype containing this SNP were strongly associated with increased risk for MGMT methylation in adenocarcinomas (ORs ≥ 94). This association was observed to a lesser extent in sputum samples in both smoker cohorts. The A allele was selectively methylated in primary lung tumors and cell lines heterozygous for rs16906252. With the most common haplotype as the reference, a 20 to 41% reduction in promoter activity was seen for the haplotype carrying the A allele that correlated with lower MGMT expression. The sensitivity of lung cancer cell lines to TMZ was strongly correlated with levels of MGMT methylation and expression. CONCLUSIONS: These studies provide strong evidence that the A allele of a MGMT promoter-enhancer SNP is a key determinant for MGMT methylation in lung carcinogenesis. Moreover, TMZ treatment may benefit a subset of lung cancer patients methylated for MGMT.


Subject(s)
DNA Modification Methylases/genetics , DNA Modification Methylases/metabolism , DNA Repair Enzymes/genetics , DNA Repair Enzymes/metabolism , Polymorphism, Single Nucleotide , Precancerous Conditions/genetics , Smoking/adverse effects , Tumor Suppressor Proteins/genetics , Tumor Suppressor Proteins/metabolism , Adenocarcinoma/etiology , Adenocarcinoma/genetics , Adenocarcinoma/pathology , Adenocarcinoma of Lung , Adult , Aged , Antineoplastic Agents, Alkylating/pharmacology , Cell Line, Tumor , Dacarbazine/analogs & derivatives , Dacarbazine/pharmacology , Epigenesis, Genetic , Female , Gene Expression Regulation, Neoplastic , Genes, Reporter , Genetic Association Studies , Haplotypes , Humans , Linkage Disequilibrium , Luciferases/biosynthesis , Luciferases/genetics , Lung Neoplasms/etiology , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Male , Methylation , Middle Aged , Precancerous Conditions/etiology , Precancerous Conditions/pathology , Promoter Regions, Genetic , Sputum/cytology , Sputum/metabolism , Temozolomide , Transcription, Genetic , beta-Galactosidase/biosynthesis
16.
Cancer Res ; 70(2): 568-74, 2010 Jan 15.
Article in English | MEDLINE | ID: mdl-20068159

ABSTRACT

One promising approach for early detection of lung cancer is by monitoring gene promoter hypermethylation events in sputum. Epidemiologic studies suggest that dietary fruits and vegetables and the micronutrients they contain may reduce risk of lung cancer. In this study, we evaluated whether diet and multivitamin use influenced the prevalence of gene promoter methylation in cells exfoliated from the aerodigestive tract of current and former smokers. Members (N = 1,101) of the Lovelace Smokers Cohort completed the Harvard Food Frequency Questionnaire and provided a sputum sample that was assessed for promoter methylation of eight genes commonly silenced in lung cancer and associated with risk for this disease. Methylation status was categorized as low (fewer than two genes methylated) or high (two or more genes methylated). Logistic regression models were used to identify associations between methylation status and 21 dietary variables hypothesized to affect the acquisition of gene methylation. Significant protection against methylation was observed for leafy green vegetables [odds ratio (OR) = 0.83 per 12 monthly servings; 95% confidence interval (95% CI), 0.74-0.93] and folate (OR, 0.84 per 750 microg/d; 95% CI, 0.72-0.99). Protection against gene methylation was also seen with current use of multivitamins (OR, 0.57; 95% CI, 0.40-0.83). This is the first cohort-based study to identify dietary factors associated with reduced promoter methylation in cells exfoliated from the airway epithelium of smokers. Novel interventions to prevent lung cancer should be developed based on the ability of diet and dietary supplements to affect reprogramming of the epigenome.


Subject(s)
DNA Methylation , Diet , Folic Acid/administration & dosage , Smoking/genetics , Sputum/physiology , Vitamins/administration & dosage , Adult , Aged , DNA/genetics , DNA/isolation & purification , Female , Humans , Male , Middle Aged , Promoter Regions, Genetic , Smoking/metabolism , Smoking/pathology , Sputum/chemistry , Vegetables
17.
Carcinogenesis ; 30(12): 2095-9, 2009 Dec.
Article in English | MEDLINE | ID: mdl-19861651

ABSTRACT

There is a critical need to identify efficacious chemopreventive agents for lung cancer that can be taken chronically with no side effects and whose mechanisms of action do not involve genotoxicity that could drive, rather than impede, cancer progression. We evaluated the ability of a chemopreventive cocktail that included selenium (antioxidant), rosiglitazone (peroxisome proliferator-activated receptor gamma agonist), sodium phenylbutyrate or valproic acid (histone deacetylase inhibitors) and hydralazine (cytosine-demethylating agent) to prevent the progression of lung cancer in A/J mice treated with NNK. Agents were administered alone or in various combinations. Effects of the chemopreventive agents were quantified based on the proportion of hyperplasias and adenomas within the mouse lung. Significant effects on tumor progression were seen in all treatment groups that included rosiglitazone as reflected by a 47-57% increase in number of hyperplasias and a 10-30% decrease in adenomas. Cell proliferation was also reduced in these treatment groups by approximately 40%. Interestingly, while treatment with rosiglitazone alone did not significantly affect lesion size, striking effects were seen in the combination therapy group that included sodium phenylbutyrate, with the volume of hyperplasias and adenomas decreasing by 40 and 77%, respectively. These studies demonstrate for the first time that chronic in vivo administration of rosiglitazone, used in the management of diabetes mellitus, can significantly block the progression of premalignant lung cancer in the A/J mouse model.


Subject(s)
Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , Thiazolidinediones/pharmacology , Adenoma/drug therapy , Adenoma/pathology , Animals , Antioxidants/metabolism , Cell Line, Tumor , Disease Progression , Female , Histone Deacetylases/metabolism , Humans , Hypoglycemic Agents/pharmacology , Immunohistochemistry/methods , Lung Neoplasms/metabolism , Mice , Neoplasm Invasiveness , PPAR gamma/metabolism , Rosiglitazone
18.
Carcinogenesis ; 30(7): 1132-8, 2009 Jul.
Article in English | MEDLINE | ID: mdl-19435948

ABSTRACT

Aberrant promoter hypermethylation is one of the major mechanisms in carcinogenesis and some critical growth regulatory genes have shown commonality in methylation across solid tumors. Twenty-six genes, 14 identified through methylation in colon and breast cancers, were evaluated using primary lung adenocarcinomas (n = 175) from current, former and never smokers. Tumor specificity of methylation was validated through comparison of 14 lung cancer cell lines to normal human bronchial epithelial cells derived from bronchoscopy of 20 cancer-free smokers. Twenty-five genes were methylated in 11-81% of primary tumors. Prevalence for methylation of TNFRSF10C, BHLHB5 and BOLL was significantly higher in adenocarcinomas from never smokers than smokers. The relation between methylation of individual genes was examined using pairwise comparisons. A significant association was seen between 138 (42%) of the possible 325 pairwise comparisons. Most notably, methylation of MMP2, BHLHB4 or p16 was significantly associated with methylation of 16-19 other genes, thus predicting for a widespread methylation phenotype. Kaplan-Meier log-rank test and proportional hazard models identified a significant association between methylation of SULF2 (a pro-growth, -angiogenesis and -migration gene) and better patient survival (hazard ratio = 0.23). These results demonstrate a high degree of commonality for targeted silencing of genes between lung and other solid tumors and suggest that promoter hypermethylation in cancer is a highly co-ordinated event.


Subject(s)
Adenocarcinoma/genetics , DNA Methylation/genetics , Genetic Predisposition to Disease , Lung Neoplasms/genetics , Smoking/metabolism , Adenocarcinoma/metabolism , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Cell Line, Tumor , Colonic Neoplasms/genetics , Colonic Neoplasms/metabolism , Genome-Wide Association Study , Humans , Lung Neoplasms/metabolism , Smoking/adverse effects , Smoking/genetics
19.
Thyroid ; 18(12): 1249-54, 2008 Dec.
Article in English | MEDLINE | ID: mdl-19012473

ABSTRACT

BACKGROUND: Clinical studies on the effect of growth hormone (GH) on thyroid function in patients with GH deficiency are contradictory. Further, the majority of published observations are limited to the first 6-12 months of GH replacement therapy. The aim of our study was to estimate the incidence of clinically relevant hypothyroidism in a cohort of patients with adult GH deficiency (AGHD) during long-term therapy with recombinant human GH (rhGH). METHODS: The study was designed as a retrospective collection of data on thyroid function in 49 AGHD patients of whom 44 (90%) had multiple hormone deficiency. Thirty-seven patients (76%) were on stable levothyroxine (LT4) replacement therapy (HYPO), and 12 (24%) were euthyroid (EUT). Therapy with rhGH was started at a dose of 3.5 microg/kg body weight and adjusted according to insulin-like growth factor-I (IGF-I) levels. At baseline, 6 months, 12 months, and yearly thereafter we measured free triiodothyronine (fT3), free thyroxine (fT4), thyroid-stimulating hormone, and IGF-I. Study outcome was fT4 level below the normal range (9 pmol/L), irrespectively of fT3 or thyroid-stimulating hormone levels. RESULTS: During a follow-up of 115 patient-years, mean fT4 level decreased significantly, although remaining within the normal range (p = 0.0242; month 48 vs. baseline). The largest decrease was between baseline and month 6, when fT4 decreased of 1.43 pmol/L (95% confidence interval, 0.33-2.53) per 1 unit (microg/kg body weight) increase in rhGH dose. The incidence of hypothyroidism was 1.2 (HYPO group) and 6.7 (EUT group) events per 100 patient-years. CONCLUSION: We confirm that in patients with AGHD, rhGH therapy is associated with a small, although significant, decrement of fT4 in the first 6 months of replacement therapy. However, the incidence of hypothyroidism is low. Monitoring of thyroid function during rhGH therapy is advisable, particularly in the first year of therapy when the largest decrease in fT4 occurs.


Subject(s)
Dwarfism, Pituitary/drug therapy , Human Growth Hormone/therapeutic use , Thyroid Gland/physiology , Adult , Child , Dwarfism, Pituitary/congenital , Female , Follow-Up Studies , Hormone Replacement Therapy , Human Growth Hormone/adverse effects , Human Growth Hormone/deficiency , Humans , Hypothyroidism/epidemiology , Hypothyroidism/etiology , Incidence , Male , Middle Aged , Recombinant Proteins/therapeutic use , Retrospective Studies , Thyroxine/blood , Thyroxine/therapeutic use
20.
COPD ; 5(5): 274-81, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18972275

ABSTRACT

Smoking-related respiratory diseases are a major cause of morbidity and mortality. However, the relationship between smoking and respiratory disease has not been well-studied among ethnic minorities in general and among women in particular. The objective of this cross-sectional study was to evaluate the risk of airflow obstruction and to assess lung function among Hispanic and non-Hispanic White (NHW) female smokers in a New Mexico cohort. Participants completed a questionnaire detailing smoking history and underwent spirometry testing. Outcomes studied included airflow obstruction, selected lung function parameters, and chronic mucus hyper-secretion. Chi square, logistic, and linear regression techniques were utilized. Of the 1,433 eligible women participants, 248 (17.3%) were Hispanic; and 319 had airflow obstruction (22.3%). Hispanic smokers were more likely to be current smokers, and report lower pack-years of smoking, compared to NHW smokers (p < 0.05 for all analyses). Further, Hispanic smokers were at a reduced risk of airflow obstruction compared to NHW smokers, with an O.R. of 0.51, 95% C.I. 0.34, 0.78 (p = 0.002) after adjustment for age, BMI, pack-years and duration of smoking, and current smoking status. Following adjustment for covariates, Hispanic smokers also had a higher mean absolute and percent predicted post-bronchodilator FEV(1)/FVC ratio, as well as higher mean percent predicted FEV(1) (p < 0.05 for all analyses). Hispanic female smokers in this New Mexico-based cohort had lower risk of airflow obstruction and better lung function than NHW female smokers. Further, smoking history did not completely explain these associations.


Subject(s)
Hispanic or Latino/statistics & numerical data , Pulmonary Disease, Chronic Obstructive/ethnology , Smoking/ethnology , White People/statistics & numerical data , Adult , Aged , Cohort Studies , Female , Humans , Middle Aged , New Mexico/epidemiology , Odds Ratio , Respiratory Function Tests , Risk Factors
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