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1.
Oncogene ; 35(24): 3209-16, 2016 06 16.
Article in English | MEDLINE | ID: mdl-26477306

ABSTRACT

While mutations in the KRAS oncogene are among the most prevalent in human cancer, there are few successful treatments to target these tumors. It is also likely that heterogeneity in KRAS-mutant tumor biology significantly contributes to the response to therapy. We hypothesized that the presence of commonly co-occurring mutations in STK11 and TP53 tumor suppressors may represent a significant source of heterogeneity in KRAS-mutant tumors. To address this, we utilized a large cohort of resected tumors from 442 lung adenocarcinoma patients with data including annotation of prevalent driver mutations (KRAS and EGFR) and tumor suppressor mutations (STK11 and TP53), microarray-based gene expression and clinical covariates, including overall survival (OS). Specifically, we determined impact of STK11 and TP53 mutations on a new KRAS mutation-associated gene expression signature as well as previously defined signatures of tumor cell proliferation and immune surveillance responses. Interestingly, STK11, but not TP53 mutations, were associated with highly elevated expression of KRAS mutation-associated genes. Mutations in TP53 and STK11 also impacted tumor biology regardless of KRAS status, with TP53 strongly associated with enhanced proliferation and STK11 with suppression of immune surveillance. These findings illustrate the remarkably distinct ways through which tumor suppressor mutations may contribute to heterogeneity in KRAS-mutant tumor biology. In addition, these studies point to novel associations between gene mutations and immune surveillance that could impact the response to immunotherapy.


Subject(s)
Adenocarcinoma/genetics , Adenocarcinoma/immunology , Genes, ras , Lung Neoplasms/genetics , Lung Neoplasms/immunology , Mutation , Protein Serine-Threonine Kinases/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Tumor Suppressor Protein p53/genetics , AMP-Activated Protein Kinase Kinases , Adenocarcinoma/pathology , Adenocarcinoma of Lung , Cell Proliferation/genetics , Female , Gene Expression , Humans , Immunologic Surveillance/genetics , Lung Neoplasms/pathology , Male , Protein Serine-Threonine Kinases/immunology , Proto-Oncogene Proteins p21(ras)/biosynthesis , Proto-Oncogene Proteins p21(ras)/immunology , Signal Transduction , Tumor Suppressor Protein p53/immunology
2.
Blood Cancer J ; 5: e291, 2015 Mar 13.
Article in English | MEDLINE | ID: mdl-25768405

ABSTRACT

Nonsynonymous TP53 exon 4 single-nucleotide polymorphism (SNP), R72P, is linked to cancer and mutagen susceptibility. R72P associations with specific cancer risk, particularly hematological malignancies, have been conflicting. Myelodysplastic syndrome (MDS) with chromosome 5q deletion is characterized by erythroid hypoplasia arising from lineage-specific p53 accumulation resulting from ribosomal insufficiency. We hypothesized that apoptotically diminished R72P C-allele may influence predisposition to del(5q) MDS. Bone marrow and blood DNA was sequenced from 705 MDS cases (333 del(5q), 372 non-del(5q)) and 157 controls. Genotype distribution did not significantly differ between del(5q) cases (12.6% CC, 38.1% CG, 49.2% GG), non-del(5q) cases (9.7% CC, 44.6% CG, 45.7% GG) and controls (7.6% CC, 37.6% CG, 54.8% GG) (P=0.13). Allele frequency did not differ between non-del(5q) and del(5q) cases (P=0.91) but trended towards increased C-allele frequency comparing non-del(5q) (P=0.08) and del(5q) (P=0.10) cases with controls. Median lenalidomide response duration increased proportionate to C-allele dosage in del(5q) patients (2.2 (CC), 1.3 (CG) and 0.89 years (GG)). Furthermore, C-allele homozygosity in del(5q) was associated with prolonged overall and progression-free survival and non-terminal interstitial deletions that excluded 5q34, whereas G-allele homozygozity was associated with inferior outcome and terminal deletions involving 5q34 (P=0.05). These findings comprise the largest MDS R72P SNP analysis.


Subject(s)
Chromosome Deletion , Myelodysplastic Syndromes/genetics , Tumor Suppressor Protein p53/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Gene Frequency , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Mutation , Myelodysplastic Syndromes/drug therapy , Myelodysplastic Syndromes/pathology , Polymorphism, Single Nucleotide , Treatment Outcome
3.
Dis Esophagus ; 28(8): 782-7, 2015.
Article in English | MEDLINE | ID: mdl-25155802

ABSTRACT

Survival in patients with metastatic esophageal and gastric cancer is dismal. No standard treatment has been established. Carboplatin/paclitaxel is active in both advanced gastric and esophageal cancer. Here we retrospectively present our single center experience. Between 1998 and 2013, a total of 134 patients with metastatic esophageal and gastric adenocarcinoma treated with carboplatin/paclitaxel (carboplatin predominantly area under the curve 5 and paclitaxel predominantly 175 mg/m(2)) every 3 weeks as first-line therapy were identified. Baseline characteristics, response to therapy, toxicities, and survival in this patient population were evaluated. Overall survival was defined as date from diagnosis to death or last follow up, and progression-free survival was defined at time from cycle 1 to, progression or last follow up. Kaplan-Meier curves were fit to estimate overall and progression-free survival. Of the 134 patients evaluated, the median age at diagnosis was 65 years. Disease control rate was 62.6% (complete response: 11%, partial response: 28%, stable disease: 33%). Median overall survival from date of initial diagnosis was 15.5 months (95% confidence interval [CI] 1.06-1.5). Median progression-free survival from date of initiation of carboplatin and paclitaxel was 5.3 months (95% CI 0.34-0.5). Grade III or greater toxicity occurred in 26.1% of patients. The most common grade III toxicities were neutropenia and neuropathy, present in 14.2% and 3.7% of the total study population, respectively. In patients with metastatic or unresectable esophageal or gastric cancer, the combination of carboplatin and paclitaxel is well tolerated with comparable overall survival and progression-free survival to existing regimens in this population.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Carboplatin/administration & dosage , Esophageal Neoplasms/drug therapy , Paclitaxel/administration & dosage , Stomach Neoplasms/drug therapy , Aged , Disease-Free Survival , Esophageal Neoplasms/pathology , Female , Humans , Kaplan-Meier Estimate , Lymphatic Metastasis , Male , Middle Aged , Neutropenia/chemically induced , Retrospective Studies , Stomach Neoplasms/pathology
4.
Dis Esophagus ; 28(4): 352-7, 2015.
Article in English | MEDLINE | ID: mdl-24635657

ABSTRACT

Emerging data suggests a benefit for using intensity modulated radiation therapy (IMRT) for the management of esophageal cancer. We retrospectively reviewed patients treated at our institution who received definitive or preoperative chemoradiation with either IMRT or 3D conformal radiation therapy (3DCRT) between October 2000 and January 2012. Kaplan Meier analysis and the Cox proportional hazard model were used to evaluate survival outcomes. We evaluated a total of 232 patients (138 IMRT, 94 3DCRT) who received a median dose of 50.4 Gy (range, 44-64.8) to gross disease. Median follow up for all patients, IMRT patients alone, and 3DCRT patients alone was 18.5 (range, 2.5-124.2), 16.5 (range, 3-59), and 25.9 months (range, 2.5-124.2), respectively. We observed no significant difference based on radiation technique (3DCRT vs. IMRT) with respect to median overall survival (OS) (median 29 vs. 32 months; P = 0.74) or median relapse free survival (median 20 vs. 25 months; P = 0.66). On multivariable analysis (MVA), surgical resection resulted in improved OS (HR 0.444; P < 0.0001). Superior OS was also associated on MVA with stage I/II disease (HR 0.523; P = 0.010) and tumor length ≤5 cm (HR 0.567; P = 0.006). IMRT was also associated on univariate analysis with a significant decrease in acute weight loss (mean 6% + 4.3% vs 9% + 7.4%, P = 0.012) and on MVA with a decrease in objective grade ≥3 toxicity, defined as any hospitalization, feeding tube, or >20% weight loss (OR 0.51; P = 0.050). Our data suggest that while IMRT-based chemoradiation for esophageal cancer does not impact survival there was significantly less toxicity. In the IMRT group there was significant decrease in weight loss and grade ≥3 toxicity compared to 3DCRT.


Subject(s)
Esophageal Neoplasms/therapy , Imaging, Three-Dimensional , Radiotherapy, Conformal/mortality , Radiotherapy, Conformal/methods , Aged , Analysis of Variance , Antineoplastic Agents/therapeutic use , Chemoradiotherapy/methods , Esophageal Neoplasms/mortality , Female , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Neoplasm Recurrence, Local , Neoplasm Staging , Proportional Hazards Models , Radiation Effects , Radiotherapy, Intensity-Modulated , Retrospective Studies , Survival Analysis , Treatment Outcome , Weight Loss
5.
Ann Oncol ; 24(4): 889-94, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23136230

ABSTRACT

BACKGROUND: Some reports suggest that patients with synchronous multiple foci of nonsmall-cell lung cancers (NSCLC) distributed in multiple lobes have a poor prognosis, even when there is no extrathoracic metastasis. The vast majority of such patients do not receive surgical treatment. For those who undergo surgery, prognostic factors are unclear. PATIENTS AND METHODS: We systematically reviewed the literature on surgery for synchronous NSCLC in multiple lobes published between 1990 and 2011. Individual patient data were used to obtain adjusted hazard ratios (HRs) in each dataset and pooled analyses were carried out. RESULTS: Six studies contributed 467 eligible patients for analysis. The median overall survival was 52.0 months [95% confidence interval 45.6-63.7]. Male gender and advanced age were associated with a decreased survival: HRs 1.64 (1.22, 2.22) and 1.40 (1.20, 1.80) per 20-year increment, respectively. Patients with cancers distributed in one lung had a higher mortality risk than those with bilateral disease: HRs 1.45 (1.06, 2.00). N1 or N2 had a decreased survival compared with N0: HRs 1.68 (1.12, 2.51) and 1.94 (1.33, 2.82), respectively. There was a trend toward increased mortality among patients with different histology: HRs 1.29 (0.96, 1.75). CONCLUSION: Advanced age, male gender, nodal involvement, and unilateral tumor location were poor prognostic factors.


Subject(s)
Carcinoma, Non-Small-Cell Lung/surgery , Lymph Nodes/pathology , Neoplasms, Multiple Primary/surgery , Prognosis , Age Factors , Aged , Carcinoma, Non-Small-Cell Lung/pathology , Combined Modality Therapy , Female , Humans , Male , Middle Aged , Neoplasms, Multiple Primary/pathology , Sex Factors , Treatment Outcome
6.
Br J Cancer ; 106(12): 1967-75, 2012 Jun 05.
Article in English | MEDLINE | ID: mdl-22596241

ABSTRACT

BACKGROUND: Carboplatin and cisplatin, alone or in combination with paclitaxel, have similar efficacies against ovarian cancer (OVCA) yet exhibit different toxicity profiles. We characterised the common and unique cellular pathways that underlie OVCA response to these drugs and analyse whether they have a role in OVCA survival. METHODS: Ovarian cancer cell lines (n=36) were treated with carboplatin, cisplatin, paclitaxel, or carboplatin-paclitaxel (CPTX). For each cell line, IC(50) levels were quantified and pre-treatment gene expression analyses were performed. Genes demonstrating expression/IC(50) correlations (measured by Pearson; P<0.01) were subjected to biological pathway analysis. An independent OVCA clinico-genomic data set (n=142) was evaluated for clinical features associated with represented pathways. RESULTS: Cell line sensitivity to carboplatin, cisplatin, paclitaxel, and CPTX was associated with the expression of 77, 68, 64, and 25 biological pathways (P<0.01), respectively. We found three common pathways when drug combinations were compared. Expression of one pathway ('Transcription/CREB pathway') was associated with OVCA overall survival. CONCLUSION: The identification of the Transcription/CREB pathway (associated with OVCA cell line platinum sensitivity and overall survival) could improve patient stratification for treatment with current therapies and the rational selection of future OVCA therapy agents targeted to these pathways.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/metabolism , Carboplatin/administration & dosage , Cell Line, Tumor/immunology , Cisplatin/administration & dosage , Cyclic AMP Response Element-Binding Protein , Female , Humans , Ovarian Neoplasms/mortality , Paclitaxel/administration & dosage , Signal Transduction , Treatment Outcome
7.
Epidemiol Infect ; 140(6): 1087-94, 2012 Jun.
Article in English | MEDLINE | ID: mdl-21875452

ABSTRACT

The Poisson model can be applied to the count of events occurring within a specific time period. The main feature of the Poisson model is the assumption that the mean and variance of the count data are equal. However, this equal mean-variance relationship rarely occurs in observational data. In most cases, the observed variance is larger than the assumed variance, which is called overdispersion. Further, when the observed data involve excessive zero counts, the problem of overdispersion results in underestimating the variance of the estimated parameter, and thus produces a misleading conclusion. We illustrated the use of four models for overdispersed count data that may be attributed to excessive zeros. These are Poisson, negative binomial, zero-inflated Poisson and zero-inflated negative binomial models. The example data in this article deal with the number of incidents involving human papillomavirus infection. The four models resulted in differing statistical inferences. The Poisson model, which is widely used in epidemiology research, underestimated the standard errors and overstated the significance of some covariates.


Subject(s)
Alphapapillomavirus/isolation & purification , Papillomavirus Infections/epidemiology , Adolescent , Adult , Humans , Male , Middle Aged , Models, Biological , Risk Factors , Young Adult
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