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1.
Clin Cancer Res ; 29(7): 1220-1231, 2023 04 03.
Article in English | MEDLINE | ID: mdl-36815791

ABSTRACT

PURPOSE: Patients with resected localized clear-cell renal cell carcinoma (ccRCC) remain at variable risk of recurrence. Incorporation of biomarkers may refine risk prediction and inform adjuvant treatment decisions. We explored the role of tumor genomics in this setting, leveraging the largest cohort to date of localized ccRCC tissues subjected to targeted gene sequencing. EXPERIMENTAL DESIGN: The somatic mutation status of 12 genes was determined in 943 ccRCC cases from a multinational cohort of patients, and associations to outcomes were examined in a Discovery (n = 469) and Validation (n = 474) framework. RESULTS: Tumors containing a von-Hippel Lindau (VHL) mutation alone were associated with significantly improved outcomes in comparison with tumors containing a VHL plus additional mutations. Within the Discovery cohort, those with VHL+0, VHL+1, VHL+2, and VHL+≥3 tumors had disease-free survival (DFS) rates of 90.8%, 80.1%, 68.2%, and 50.7% respectively, at 5 years. This trend was replicated in the Validation cohort. Notably, these genomically defined groups were independent of tumor mutational burden. Amongst patients eligible for adjuvant therapy, those with a VHL+0 tumor (29%) had a 5-year DFS rate of 79.3% and could, therefore, potentially be spared further treatment. Conversely, patients with VHL+2 and VHL+≥3 tumors (32%) had equivalent DFS rates of 45.6% and 35.3%, respectively, and should be prioritized for adjuvant therapy. CONCLUSIONS: Genomic characterization of ccRCC identified biologically distinct groups of patients with divergent relapse rates. These groups account for the ∼80% of cases with VHL mutations and could be used to personalize adjuvant treatment discussions with patients as well as inform future adjuvant trial design.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Humans , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/therapy , Carcinoma, Renal Cell/metabolism , Kidney Neoplasms/genetics , Kidney Neoplasms/therapy , Kidney Neoplasms/metabolism , Von Hippel-Lindau Tumor Suppressor Protein/genetics , Neoplasm Recurrence, Local/genetics , Mutation
2.
PLoS One ; 10(10): e0140677, 2015.
Article in English | MEDLINE | ID: mdl-26506437

ABSTRACT

Prospective cohort studies have found that prediagnostic circulating vitamin B6 is inversely associated with both risk of kidney cancer and kidney cancer prognosis. We investigated whether circulating concentrations of vitamin B6 at kidney cancer diagnosis are associated with risk of death using a case-cohort study of 630 renal cell carcinoma (RCC) patients. Blood was collected at the time of diagnosis, and vitamin B6 concentrations were quantified using LC-MS/MS. Hazard ratios (HR) and 95% confidence intervals (CI) were calculated using Cox regression models. After adjusting for stage, age, and sex, the hazard was 3 times lower among those in the highest compared to the lowest fourth of B6 concentration (HR4vs1 0.33, 95% CI [0.18, 0.60]). This inverse association was solely driven by death from RCC (HR4vs1 0.22, 95% CI [0.11, 0.46]), and not death from other causes (HR4vs1 0.89, 95% CI [0.35, 2.28], p-interaction = 0.008). These results suggest that circulating vitamin B6 could provide additional prognostic information for kidney cancer patients beyond that afforded by tumour stage.


Subject(s)
Kidney Neoplasms/blood , Kidney Neoplasms/mortality , Prognosis , Vitamin B 6/blood , Adult , Aged , Aged, 80 and over , Cohort Studies , Female , Humans , Kidney Neoplasms/pathology , Male , Middle Aged , Neoplasm Staging , Prospective Studies , Risk Factors
3.
Nat Commun ; 5: 5135, 2014 Oct 29.
Article in English | MEDLINE | ID: mdl-25351205

ABSTRACT

The incidence of renal cell carcinoma (RCC) is increasing worldwide, and its prevalence is particularly high in some parts of Central Europe. Here we undertake whole-genome and transcriptome sequencing of clear cell RCC (ccRCC), the most common form of the disease, in patients from four different European countries with contrasting disease incidence to explore the underlying genomic architecture of RCC. Our findings support previous reports on frequent aberrations in the epigenetic machinery and PI3K/mTOR signalling, and uncover novel pathways and genes affected by recurrent mutations and abnormal transcriptome patterns including focal adhesion, components of extracellular matrix (ECM) and genes encoding FAT cadherins. Furthermore, a large majority of patients from Romania have an unexpected high frequency of A:T>T:A transversions, consistent with exposure to aristolochic acid (AA). These results show that the processes underlying ccRCC tumorigenesis may vary in different populations and suggest that AA may be an important ccRCC carcinogen in Romania, a finding with major public health implications.


Subject(s)
Carcinoma, Renal Cell/genetics , Genetic Variation , Genome, Human/genetics , Genomics , Adult , Aged , Aged, 80 and over , Cohort Studies , Europe , Female , Focal Adhesions/metabolism , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Male , Middle Aged , Mutation , Mutation Rate , Oncogene Proteins, Fusion/genetics , Phosphatidylinositol 3-Kinases/genetics , RNA Splicing/genetics , Sequence Analysis, DNA , Signal Transduction/genetics
4.
Eur J Mass Spectrom (Chichester) ; 19(2): 123-33, 2013.
Article in English | MEDLINE | ID: mdl-24261084

ABSTRACT

Blood plasma proteomes obtained from 77 lung squamous cell carcinoma (LSCC) patients (Stages I-III) and 67 healthy controls (all males) were analyzed by using the label-free liquid chromatography tandem mass spectrometry (LC-MS/MS) method for the search of potential cancer biomarkers. All plasma samples were depleted of 14 highly-abundant plasma proteins by immune-affinity column chromatography before LC-MS/MS. We identified and quantified 809 differential proteins with molecular weights from 6.4 kDa to 3900 kDa using a label-free method. Three hundred and sixty four proteins were identified in all three groups. Changes in levels of an expression of blood plasma proteins associated with LSCC were discovered. Among them, 43 proteins were overexpressed and 39 proteins were down-regulated by more than two-fold between the plasmas of lung cancer patients and healthy men. We focused our attention on proteins whose expression levels increased from control to early stage and then to advanced stage tumor. Each of the 43 unique overexpressed proteins was classified according to its cellular localization, biological processes, molecular function and classes. Many of these proteins are involved in biological pathways pertinent to tumor progression and metastasis and some of these deregulated proteins may be useful clinical markers.


Subject(s)
Biomarkers, Tumor/chemistry , Biomarkers, Tumor/genetics , Blood Proteins/chemistry , Blood Proteins/genetics , Carcinoma, Squamous Cell/chemistry , Carcinoma, Squamous Cell/genetics , Lung Neoplasms/chemistry , Lung Neoplasms/genetics , Proteome/genetics , Aged , Chromatography, High Pressure Liquid , Databases, Protein , Down-Regulation , Humans , Middle Aged , Molecular Weight , Neoplasm Metastasis , Neoplasm Staging , Protein Hydrolysates/chemistry , Tandem Mass Spectrometry , Trypsin/chemistry
5.
Cancer Res ; 70(7): 2779-88, 2010 Apr 01.
Article in English | MEDLINE | ID: mdl-20332232

ABSTRACT

Nicotinic acetylcholine receptor (nAChR) genes form a highly conserved gene cluster at the lung cancer susceptibility locus 15q25.1. In this study, we show that the CHRNalpha3 gene encoding the nAChRalpha3 subunit is a frequent target of aberrant DNA hypermethylation and silencing in lung cancer, whereas the adjacent CHRNbeta4 and CHRNalpha5 genes exhibit moderate and no methylation, respectively. Treatment of cancer cells exhibiting CHRNalpha3 hypermethylation with DNA methylation inhibitors caused demethylation of the CHRNalpha3 promoter and gene reactivation. Restoring CHRNalpha3 levels through ectopic expression induced apoptotic cell death. Small hairpin RNA-mediated depletion of nAChRalpha3 in CHRNalpha3-expressing lung cancer cells elicited a dramatic Ca(2+) influx response in the presence of nicotine, followed by activation of the Akt survival pathway. CHRNalpha3-depleted cells were resistant to apoptosis-inducing agents, underscoring the importance of epigenetic silencing of the CHRNalpha3 gene in human cancer. In defining a mechanism of epigenetic control of nAChR expression in nonneuronal tissues, our findings offer a functional link between susceptibility locus 15q25.1 and lung cancer, and suggest nAChRs to be theranostic targets for cancer detection and chemoprevention.


Subject(s)
Apoptosis/genetics , Chromosomes, Human, Pair 15 , DNA Methylation , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Case-Control Studies , Cell Line, Tumor , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , Gene Silencing , Genetic Predisposition to Disease , Humans , Lung Neoplasms/metabolism , MAP Kinase Signaling System , Multigene Family , Nerve Tissue Proteins/biosynthesis , Nerve Tissue Proteins/deficiency , Nerve Tissue Proteins/genetics , Promoter Regions, Genetic , Receptors, Nicotinic/biosynthesis , Receptors, Nicotinic/deficiency , Receptors, Nicotinic/genetics
6.
Cancer Res ; 69(1): 243-52, 2009 Jan 01.
Article in English | MEDLINE | ID: mdl-19118009

ABSTRACT

The global increase in lung cancer burden, together with its poor survival and resistance to classical chemotherapy, underscores the need for identification of critical molecular events involved in lung carcinogenesis. Here, we have applied quantitative profiling of DNA methylation states in a panel of five cancer-associated genes (CDH1, CDKN2A, GSTP1, MTHFR, and RASSF1A) to a large case-control study of lung cancer. Our analyses revealed a high frequency of aberrant hypermethylation of MTHFR, RASSF1A, and CDKN2A in lung tumors as compared with control blood samples, whereas no significant increase in methylation levels of GSTP1 and CDH1 was observed, consistent with the notion that aberrant DNA methylation occurs in a tumor-specific and gene-specific manner. Importantly, we found that tobacco smoking, sex, and alcohol intake had a strong influence on the methylation levels of distinct genes (RASSF1A and MTHFR), whereas folate intake, age, and histologic subtype had no significant influence on methylation states. We observed a strong association between MTHFR hypermethylation in lung cancer and tobacco smoking, whereas methylation levels of CDH1, CDKN2A, GSTP1, and RASSF1A were not associated with smoking, indicating that tobacco smoke targets specific genes for hypermethylation. We also found that methylation levels in RASSF1A, but not the other genes under study, were influenced by sex, with males showing higher levels of methylation. Together, this study identifies aberrant DNA methylation patterns in lung cancer and thus exemplifies the mechanism by which environmental factors may interact with key genes involved in tumor suppression and contribute to lung cancer.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , DNA Methylation , Lung Neoplasms/genetics , Adenocarcinoma, Bronchiolo-Alveolar/genetics , Adenocarcinoma, Bronchiolo-Alveolar/pathology , Adult , Aged , Antigens, CD , Cadherins/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Case-Control Studies , Cell Line, Tumor , Female , Gene Expression , Genes, p16 , Genetic Predisposition to Disease , Glutathione S-Transferase pi/genetics , Humans , Lung Neoplasms/pathology , Male , Methylenetetrahydrofolate Reductase (NADPH2)/genetics , Middle Aged , Risk Factors , Sex Factors , Smoking , Tumor Suppressor Proteins/genetics
7.
Am J Epidemiol ; 166(1): 62-70, 2007 Jul 01.
Article in English | MEDLINE | ID: mdl-17456477

ABSTRACT

The authors examined the role of diet in the high-risk population of Central Europe among 1,065 incident kidney cancer cases and 1,509 controls in Russia, Romania, Poland, and the Czech Republic. They observed an increased association with kidney cancer for consumption of milk (odds ratio (OR) = 1.46, 95% confidence interval (CI): 1.15, 1.84) and yogurt (OR = 1.34, 95% CI: 1.07, 1.67), as well as all meat (OR = 1.27, 95% CI: 1.06, 1.51 compared with the lowest tertile). High consumption of all vegetables (OR = 0.64, 95% CI: 0.51, 0.80) and cruciferous vegetables (OR = 0.68, 95% CI: 0.55, 0.84) was inversely associated with kidney cancer. In addition, high consumption of preserved vegetables increased the risk of kidney cancer (OR = 1.66, 95% CI: 1.24, 2.21). Alcohol consumption did not appear to be associated with kidney cancer. This 1999-2003 study provides further evidence that diet may play a role in the development of kidney cancer, with a particularly strong protective association for high vegetable intake. The increased risk associated with dairy products, preserved vegetables, and red meat provides clues to the high rates of kidney cancer in this population.


Subject(s)
Diet , Kidney Neoplasms/etiology , Adult , Aged , Case-Control Studies , Confidence Intervals , Europe, Eastern/epidemiology , Female , Humans , Incidence , Kidney Neoplasms/epidemiology , Male , Middle Aged , Multicenter Studies as Topic , Risk Factors
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