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1.
Genome Med ; 14(1): 126, 2022 11 21.
Article in English | MEDLINE | ID: mdl-36404344

ABSTRACT

BACKGROUND: Squamous cell carcinoma (SqCC) is a subtype of non-small cell lung cancer for which patient prognosis remains poor. The extracellular matrix (ECM) is critical in regulating cell behavior; however, its importance in tumor aggressiveness remains to be comprehensively characterized. METHODS: Multi-omics data of SqCC human tumor specimens was combined to characterize ECM features associated with initiation and recurrence. Penalized logistic regression was used to define a matrix risk signature for SqCC tumors and its performance across a panel of tumor types and in SqCC premalignant lesions was evaluated. Consensus clustering was used to define prognostic matreotypes for SqCC tumors. Matreotype-specific tumor biology was defined by integration of bulk RNAseq with scRNAseq data, cell type deconvolution, analysis of ligand-receptor interactions and enriched biological pathways, and through cross comparison of matreotype expression profiles with aging and idiopathic pulmonary fibrosis lung profiles. RESULTS: This analysis revealed subtype-specific ECM signatures associated with tumor initiation that were predictive of premalignant progression. We identified an ECM-enriched tumor subtype associated with the poorest prognosis. In silico analysis indicates that matrix remodeling programs differentially activate intracellular signaling in tumor and stromal cells to reinforce matrix remodeling associated with resistance and progression. The matrix subtype with the poorest prognosis resembles ECM remodeling in idiopathic pulmonary fibrosis and may represent a field of cancerization associated with elevated cancer risk. CONCLUSIONS: Collectively, this analysis defines matrix-driven features of poor prognosis to inform precision medicine prevention and treatment strategies towards improving SqCC patient outcome.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Carcinoma, Squamous Cell , Idiopathic Pulmonary Fibrosis , Lung Neoplasms , Humans , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/pathology , Carcinoma, Squamous Cell/metabolism , Prognosis , Extracellular Matrix/metabolism , Extracellular Matrix/pathology
2.
J Clin Invest ; 132(14)2022 07 15.
Article in English | MEDLINE | ID: mdl-35838048

ABSTRACT

The metabolic dependencies of cancer cells have substantial potential to be exploited to improve the diagnosis and treatment of cancer. Creatine riboside (CR) is identified as a urinary metabolite associated with risk and prognosis in lung and liver cancer. However, the source of high CR levels in patients with cancer as well as their implications for the treatment of these aggressive cancers remain unclear. By integrating multiomics data on lung and liver cancer, we have shown that CR is a cancer cell-derived metabolite. Global metabolomics and gene expression analysis of human tumors and matched liquid biopsies, together with functional studies, revealed that dysregulation of the mitochondrial urea cycle and a nucleotide imbalance were associated with high CR levels and indicators of a poor prognosis. This metabolic phenotype was associated with reduced immune infiltration and supported rapid cancer cell proliferation that drove aggressive tumor growth. CRhi cancer cells were auxotrophic for arginine, revealing a metabolic vulnerability that may be exploited therapeutically. This highlights the potential of CR not only as a poor-prognosis biomarker but also as a companion biomarker to inform the administration of arginine-targeted therapies in precision medicine strategies to improve survival for patients with cancer.


Subject(s)
Liver Neoplasms , Ribonucleosides , Arginine/metabolism , Creatine/analogs & derivatives , Creatine/urine , Humans , Ribonucleosides/urine
3.
Nat Commun ; 12(1): 5605, 2021 09 23.
Article in English | MEDLINE | ID: mdl-34556645

ABSTRACT

Deciphering the post-transcriptional mechanisms (PTM) regulating gene expression is critical to understand the dynamics underlying transcriptomic regulation in cancer. Alternative polyadenylation (APA)-regulation of mRNA 3'UTR length by alternating poly(A) site usage-is a key PTM mechanism whose comprehensive analysis in cancer remains an important open challenge. Here we use a method and analysis pipeline that sequences 3'end-enriched RNA directly to overcome the saturation limitation of traditional 5'-3' based sequencing. We comprehensively map the APA landscape in lung cancer in a cohort of 98 tumor/non-involved tissues derived from European American and African American patients. We identify a global shortening of 3'UTR transcripts in lung cancer, with notable functional implications on the expression of both coding and noncoding genes. We find that APA of non-coding RNA transcripts (long non-coding RNAs and microRNAs) is a recurrent event in lung cancer and discover that the selection of alternative polyA sites is a form of non-coding RNA expression control. Our results indicate that mRNA transcripts from EAs are two times more likely than AAs to undergo APA in lung cancer. Taken together, our findings comprehensively map and identify the important functional role of alternative polyadenylation in determining transcriptomic heterogeneity in lung cancer.


Subject(s)
Lung Neoplasms/genetics , Polyadenylation/genetics , 3' Untranslated Regions , Black or African American/genetics , Aged , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Lung Neoplasms/ethnology , Lung Neoplasms/metabolism , Lung Neoplasms/mortality , Male , Middle Aged , Poly A/genetics , Prognosis , RNA, Messenger/genetics , RNA, Messenger/metabolism , RNA, Untranslated/genetics , RNA, Untranslated/metabolism , United States , White People/genetics
4.
Cell ; 182(2): 317-328.e10, 2020 07 23.
Article in English | MEDLINE | ID: mdl-32526205

ABSTRACT

Hepatocellular carcinoma (HCC) is an aggressive malignancy with its global incidence and mortality rate continuing to rise, although early detection and surveillance are suboptimal. We performed serological profiling of the viral infection history in 899 individuals from an NCI-UMD case-control study using a synthetic human virome, VirScan. We developed a viral exposure signature and validated the results in a longitudinal cohort with 173 at-risk patients who had long-term follow-up for HCC development. Our viral exposure signature significantly associated with HCC status among at-risk individuals in the validation cohort (area under the curve: 0.91 [95% CI 0.87-0.96] at baseline and 0.98 [95% CI 0.97-1] at diagnosis). The signature identified cancer patients prior to a clinical diagnosis and was superior to alpha-fetoprotein. In summary, we established a viral exposure signature that can predict HCC among at-risk patients prior to a clinical diagnosis, which may be useful in HCC surveillance.


Subject(s)
Carcinoma, Hepatocellular/pathology , Liver Neoplasms/pathology , Virus Diseases/pathology , Adult , Aged , Area Under Curve , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/metabolism , Case-Control Studies , Cohort Studies , Databases, Genetic , Female , Genome-Wide Association Study , Humans , Linkage Disequilibrium , Liver Neoplasms/genetics , Liver Neoplasms/metabolism , Male , Middle Aged , Polymorphism, Single Nucleotide , ROC Curve , Risk Factors , Virus Diseases/complications , Young Adult , alpha-Fetoproteins/analysis
7.
Nat Cancer ; 1(1): 112-121, 2020 01.
Article in English | MEDLINE | ID: mdl-35121843

ABSTRACT

To improve our understanding of longstanding disparities in incidence and mortality in lung cancer across ancestry, we performed a systematic comparative analysis of molecular features in tumors from African Americans (AAs) and European Americans (EAs). We find that lung squamous cell carcinoma tumors from AAs exhibit higher genomic instability-the proportion of non-diploid genome-aggressive molecular features such as chromothripsis and higher homologous recombination deficiency (HRD). In The Cancer Genome Atlas, we demonstrate that high genomic instability, HRD and chromothripsis among tumors from AAs is found across many cancer types. The prevalence of germline HRD (that is, the total number of pathogenic variants in homologous recombination genes) is higher in tumors from AAs, suggesting that the somatic differences observed have genetic ancestry origins. We also identify AA-specific copy-number-based arm-, focal- and gene-level recurrent features in lung cancer, including higher frequencies of PTEN deletion and KRAS amplification. These results highlight the importance of including under-represented populations in genomics research.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Chromothripsis , Lung Neoplasms , Black or African American/genetics , Genomic Instability , Homologous Recombination/genetics , Humans , Lung Neoplasms/epidemiology , Prevalence
8.
Nat Commun ; 10(1): 5735, 2019 12 16.
Article in English | MEDLINE | ID: mdl-31844068

ABSTRACT

Reducing or eliminating persistent disparities in lung cancer incidence and survival has been challenging because our current understanding of lung cancer biology is derived primarily from populations of European descent. Here we show results from a targeted sequencing panel using NCI-MD Case Control Study patient samples and reveal a significantly higher prevalence of PTPRT and JAK2 mutations in lung adenocarcinomas among African Americans compared with European Americans. This increase in mutation frequency was validated with independent WES data from the NCI-MD Case Control Study and TCGA. We find that patients carrying these mutations have a concomitant increase in IL-6/STAT3 signaling and miR-21 expression. Together, these findings suggest the identification of these potentially actionable mutations could have clinical significance for targeted therapy and the enrollment of minority populations in clinical trials.


Subject(s)
Adenocarcinoma of Lung/genetics , Black or African American/genetics , Janus Kinase 2/genetics , Lung Neoplasms/genetics , Receptor-Like Protein Tyrosine Phosphatases, Class 2/genetics , Aged , Case-Control Studies , DNA Mutational Analysis , Female , Health Status Disparities , Humans , Interleukin-6/metabolism , Male , MicroRNAs/metabolism , Middle Aged , Mutation , STAT3 Transcription Factor/metabolism , Signal Transduction/genetics , White People/genetics
9.
Cancer Causes Control ; 30(11): 1259-1268, 2019 Nov.
Article in English | MEDLINE | ID: mdl-31468279

ABSTRACT

PURPOSE: African Americans, especially men, have a higher incidence of lung cancer compared with all other racial and ethnic groups in the US. Self-reported race is frequently used in genomic research studies to capture an individual's race or ethnicity. However, it is clear from studies of genetic admixture that human genetic variation does not segregate into the same biologically discrete categories as socially defined categories of race. Previous studies have suggested that the degree of West African ancestry among African Americans can contribute to cancer risk in this population, though few studies have addressed this question in lung cancer. METHODS: Using a genetic ancestry panel of 100 SNPs, we estimated West African, European, and Native American ancestry in 1,407 self-described African Americans and 2,413 European Americans. RESULTS: We found that increasing West African ancestry was associated with increased risk of lung cancer among African American men (ORQ5 vs Q1 = 2.55 (1.45-4.48), p = 0.001), while no association was observed in African American women (ORQ5 vs Q1 = 0.90 (0.51-1.59), p = 0.56). This relationship diminished following adjustment for income and education. CONCLUSIONS: Genetic ancestry is not a major contributor to lung cancer risk or survival disparities.


Subject(s)
Black People , Lung Neoplasms , Africa, Western , Aged , Black People/ethnology , Black People/genetics , Female , Humans , Incidence , Lung Neoplasms/epidemiology , Lung Neoplasms/ethnology , Lung Neoplasms/genetics , Male , Middle Aged , Polymorphism, Single Nucleotide , Risk
10.
Cancer Epidemiol Biomarkers Prev ; 28(10): 1704-1711, 2019 10.
Article in English | MEDLINE | ID: mdl-31358519

ABSTRACT

BACKGROUND: Liver cancer is the second leading cause of cancer-related deaths worldwide. With a predicted 2.4-fold rise in liver cancer incidence by 2020, there is an urgent need for early, inexpensive diagnostic biomarkers to deploy in the clinic. METHODS: We employed ultraperformance liquid chromatography tandem mass-spectrometry (UPLC/MS-MS) for the quantitation of four metabolites, creatine riboside (CR), N-acetylneuraminic acid (NANA), cortisol sulfate, and a lipid molecule designated as 561+, in urine samples from the NCI-MD cohort comprising 98 hepatocellular carcinoma (HCC) cases, 101 high-risk subjects, and 95 controls. Validation was carried out in the TIGER-LC cohort [n = 370 HCC and intrahepatic cholangiocarcinoma (ICC) cases, 471 high-risk subjects, 251 controls], where ICC, the second most common primary hepatic malignancy, is highly prevalent. Metabolite quantitation was also conducted in TIGER-LC tissue samples (n = 48 ICC; n = 51 HCC). RESULTS: All profiled metabolites were significantly increased in liver cancer when compared with high-risk subjects and controls in the NCI-MD study. In the TIGER-LC cohort, the four-metabolite profile was superior at classifying ICC than a clinically utilized marker, CA19-9, and their combination led to a significantly improved model (AUC = 0.88, P = 4E-8). Metabolites CR and NANA were significantly elevated in ICC when compared with HCC cases in both urine and tissue samples. High levels of CR were associated with poorer prognosis in ICC. CONCLUSIONS: Four metabolites are significantly increased in HCC and ICC and are robust at classifying ICC in combination with the clinically utilized marker CA19-9. IMPACT: Noninvasive urinary metabolite biomarkers hold promise for diagnostic and prognostic evaluation of ICC.


Subject(s)
Bile Duct Neoplasms/urine , Bile Ducts, Intrahepatic/metabolism , Bile Ducts, Intrahepatic/pathology , Biomarkers, Tumor/urine , Cholangiocarcinoma/urine , Bile Duct Neoplasms/diagnosis , Bile Duct Neoplasms/metabolism , Bile Duct Neoplasms/pathology , Case-Control Studies , Cholangiocarcinoma/diagnosis , Cholangiocarcinoma/metabolism , Cholangiocarcinoma/pathology , Female , Humans , Male , Middle Aged , Prognosis , ROC Curve
11.
J Thorac Oncol ; 14(7): 1192-1203, 2019 07.
Article in English | MEDLINE | ID: mdl-30953795

ABSTRACT

INTRODUCTION: Lung cancer incidence is higher among African Americans (AAs) compared with European Americans (EAs) in the United States. We and others have previously shown a relationship between immune and inflammation proteins with lung cancer in EAs. Our aim was to investigate the etiologic relationship between inflammation and lung cancer in AAs. METHODS: We adopted a two-stage, independent study design (discovery cases, n = 316; control cases, n = 509) (validation cases, n = 399; control cases, n = 400 controls) and measured 30 inflammation proteins in blood using Meso Scale Discovery V- PLEX multiplex assays. RESULTS: We identified and validated 10 proteins associated with lung cancer in AAS, some that were common between EAs and AAs (C-reactive proteins [OR: 2.90; 95% confidence interval (CI): 1.99-4.22], interferon γ [OR: 1.55; 95% CI: 1.10-2.19], interleukin 6 [OR: 6.28; 95% CI: 4.10-9.63], interleukin 8 [OR: 2.76; 95% CI: 1.92-3.98]) and some that are only observed among AAs (interleukin 10 [OR: 1.69; 95% CI: 1.20-2.38], interleukin 15 [OR: 2.83; 95% CI: 1.96-4.07], interferon gamma-induced protein 10 [OR: 1.54; 95% CI: 1.09-2.18], monocyte chemotactic protein-4 [OR: 0.54; 95% CI: 0.38-0.76], macrophage inflammatory protein-1 alpha [OR: 1.57; 95% CI: 1.12-2.21], and tumor necrosis factor ß [OR: 0.52; 95% CI: 0.37-0.74]). We did not find evidence that either menthol cigarette smoking or global genetic ancestry drove these population differences. CONCLUSIONS: Our results highlight a distinct inflammation profile associated with lung cancer in AAs compared with EAs. These data provide new insight into the etiology of lung cancer in AAs. Further work is needed to understand what drives this relationship with lung cancer and whether these proteins have utility in the setting of early diagnosis.


Subject(s)
Biomarkers/blood , Black or African American/statistics & numerical data , Inflammation Mediators/blood , Inflammation/complications , Lung Neoplasms/blood , White People/statistics & numerical data , Adult , Aged , Aged, 80 and over , Case-Control Studies , Female , Follow-Up Studies , Humans , Lung Neoplasms/etiology , Lung Neoplasms/pathology , Male , Middle Aged , Prognosis , Survival Rate , Young Adult
12.
J Thorac Oncol ; 14(8): 1360-1369, 2019 08.
Article in English | MEDLINE | ID: mdl-31009812

ABSTRACT

INTRODUCTION: Inherited susceptibility to lung cancer risk in never-smokers is poorly understood. The major reason for this gap in knowledge is that this disease is relatively uncommon (except in Asians), making it difficult to assemble an adequate study sample. In this study we conducted a genome-wide association study on the largest, to date, set of European-descent never-smokers with lung cancer. METHODS: We conducted a two-phase (discovery and replication) genome-wide association study in never-smokers of European descent. We further augmented the sample by performing a meta-analysis with never-smokers from the recent OncoArray study, which resulted in a total of 3636 cases and 6295 controls. We also compare our findings with those in smokers with lung cancer. RESULTS: We detected three genome-wide statistically significant single nucleotide polymorphisms rs31490 (odds ratio [OR]: 0.769, 95% confidence interval [CI]: 0.722-0.820; p value 5.31 × 10-16), rs380286 (OR: 0.770, 95% CI: 0.723-0.820; p value 4.32 × 10-16), and rs4975616 (OR: 0.778, 95% CI: 0.730-0.829; p value 1.04 × 10-14). All three mapped to Chromosome 5 CLPTM1L-TERT region, previously shown to be associated with lung cancer risk in smokers and in never-smoker Asian women, and risk of other cancers including breast, ovarian, colorectal, and prostate. CONCLUSIONS: We found that genetic susceptibility to lung cancer in never-smokers is associated to genetic variants with pan-cancer risk effects. The comparison with smokers shows that top variants previously shown to be associated with lung cancer risk only confer risk in the presence of tobacco exposure, underscoring the importance of gene-environment interactions in the etiology of this disease.


Subject(s)
Chromosomes, Human, Pair 5 , Lung Neoplasms/epidemiology , Lung Neoplasms/genetics , Membrane Proteins/genetics , Telomerase/genetics , Case-Control Studies , Europe/epidemiology , Female , Genetic Predisposition to Disease , Genetic Variation , Genome-Wide Association Study/methods , Genotyping Techniques/methods , Humans , Middle Aged , Polymorphism, Single Nucleotide , Risk Factors
13.
Cancer Epidemiol Biomarkers Prev ; 27(12): 1518-1526, 2018 12.
Article in English | MEDLINE | ID: mdl-30171037

ABSTRACT

BACKGROUND: African Americans (AA) experience higher incidence and mortality of lung cancer as compared with European Americans (EA). Inflammation is associated with lung cancer, many aspects of which differ between AA and EA. We investigated whether use, frequency, and duration of the anti-inflammatory drug aspirin were associated with lung cancer risk and survival, separately among AA and EA populations. METHODS: Using data from the Maryland Non-Small Cell Lung Cancer (NSCLC) Case-Control Study (1,220 cases [404 AA and 816 EA] and 1,634 controls [1,004 EA and 630 AA]), we estimated the adjusted odds ratios (OR) and hazard ratios (HR) with 95% confidence intervals (CI) of the associations between aspirin use and NSCLC risk and survival, respectively. RESULTS: Any aspirin use (OR: 0.66; 95% CI, 0.49-0.89), daily use of ≥ 1 tablet (OR: 0.68; 95% CI, 0.50-0.90), and use for ≥ 3 years (OR: 0.61; 95% CI, 0.44-0.85) was associated with lower NSCLC risk only among men, even after adjustment for covariates including body mass index and global genetic ancestry. These variables were also associated with improved survival, but only among AA (HR: 0.64; 95% CI, 0.46-0.91; HR: 0.61; 95% CI, 0.42-0.90; and HR: 0.60; 95% CI, 0.39-0.92, respectively). Tylenol and other NSAIDs were either associated with elevated or no NSCLC risk. CONCLUSIONS: Aspirin use is associated with lower risk of NSCLC among men and improved survival among AA. IMPACT: Preventive regular aspirin use could be considered among men and AA.


Subject(s)
Aspirin/adverse effects , Carcinoma, Non-Small-Cell Lung/chemically induced , Lung Neoplasms/chemically induced , Carcinoma, Non-Small-Cell Lung/mortality , Case-Control Studies , Ethnicity , Female , Humans , Lung Neoplasms/mortality , Male , Middle Aged , Racial Groups , Survival Rate
14.
Genome Biol ; 19(1): 123, 2018 08 24.
Article in English | MEDLINE | ID: mdl-30143034

ABSTRACT

BACKGROUND: Lung cancer is the leading cancer diagnosis worldwide and the number one cause of cancer deaths. Exposure to cigarette smoke, the primary risk factor in lung cancer, reduces epithelial barrier integrity and increases susceptibility to infections. Herein, we hypothesize that somatic mutations together with cigarette smoke generate a dysbiotic microbiota that is associated with lung carcinogenesis. Using lung tissue from 33 controls and 143 cancer cases, we conduct 16S ribosomal RNA (rRNA) bacterial gene sequencing, with RNA-sequencing data from lung cancer cases in The Cancer Genome Atlas serving as the validation cohort. RESULTS: Overall, we demonstrate a lower alpha diversity in normal lung as compared to non-tumor adjacent or tumor tissue. In squamous cell carcinoma specifically, a separate group of taxa are identified, in which Acidovorax is enriched in smokers. Acidovorax temporans is identified within tumor sections by fluorescent in situ hybridization and confirmed by two separate 16S rRNA strategies. Further, these taxa, including Acidovorax, exhibit higher abundance among the subset of squamous cell carcinoma cases with TP53 mutations, an association not seen in adenocarcinomas. CONCLUSIONS: The results of this comprehensive study show both microbiome-gene and microbiome-exposure interactions in squamous cell carcinoma lung cancer tissue. Specifically, tumors harboring TP53 mutations, which can impair epithelial function, have a unique bacterial consortium that is higher in relative abundance in smoking-associated tumors of this type. Given the significant need for clinical diagnostic tools in lung cancer, this study may provide novel biomarkers for early detection.


Subject(s)
Lung Neoplasms/genetics , Lung Neoplasms/microbiology , Microbiota/genetics , Tumor Suppressor Protein p53/genetics , Adult , Aged , Biodiversity , Comamonadaceae/classification , Comamonadaceae/physiology , Female , Humans , Male , Middle Aged , Mutation/genetics , Neoplasms, Squamous Cell/genetics , Neoplasms, Squamous Cell/microbiology , Proteobacteria/metabolism , Reproducibility of Results , Smokers , Tumor Suppressor Protein p53/metabolism
15.
Lung Cancer ; 122: 151-159, 2018 08.
Article in English | MEDLINE | ID: mdl-30032824

ABSTRACT

OBJECTIVES: Surgery with curative intent is the standard treatment for stage I lung adenocarcinoma. However, disease recurrence occurs in a third of patients. Prognostic biomarkers are needed to improve postoperative management. Here, we evaluate the utility of Homeobox A9 (HOXA9) promoter methylation, alone or in combination with Blood Vessel Invasion (BVI) assessment, for prognostic stratification of stage I lung adenocarcinoma patients. MATERIALS AND METHODS: We developed a Droplet Digital PCR (ddPCR) assay to measure HOXA9 promoter methylation in formalin-fixed paraffin-embedded (FFPE) biospecimens generated during routine pathology. The prognostic value of HOXA9 promoter methylation and BVI, alone and in combination, was evaluated by Kaplan-Meier survival and Cox regression analyses in a cohort of 177 stage I lung adenocarcinoma patients from the NCI-MD study. RESULTS: The ddPCR assay showed linearity, sensitivity and specificity for measuring HOXA9 promoter methylation down to 0.1% methylated DNA input. The HOXA9 promoter was methylated de novo in FFPE tumors (P < 0.0001). High methylation was independently associated with worse cancer-specific survival (Hazard Ratio [HR], 3.37; P = 0.0002) and identified high-risk stage IA and IB patients. Addition of this molecular marker improved a risk model comprised of clinical and pathologic parameters (age, gender, race, stage, and smoking history; nested likelihood ratio test; P = 0.0004) and increased the C-index from 0.60 (95% CI 0.51-0.69) to 0.68 (0.60-0.76). High methylation tumors displayed high frequency of TP53 mutations and other molecular characteristics associated with aggressiveness. BVI was independently associated with poor outcome (HR, 2.62; P = 0.054). A score that combined BVI with HOXA9 promoter methylation further stratified high-risk patients (trend P = 0.0001 comparing 0, 1 or 2 positive markers). CONCLUSIONS: ddPCR can be used to quantify HOXA9 promoter methylation in FFPE samples. Alone or combined with BVI in a prognostic classifier, HOXA9 promoter methylation could potentially inform the clinical management of patients with early-stage lung adenocarcinoma.


Subject(s)
Adenocarcinoma/genetics , Biomarkers, Tumor/metabolism , Blood Vessels/pathology , Homeodomain Proteins/genetics , Lung Neoplasms/genetics , Promoter Regions, Genetic/genetics , Adenocarcinoma/diagnosis , Adenocarcinoma/mortality , Aged , Case-Control Studies , Cohort Studies , DNA Methylation , Female , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/mortality , Male , Middle Aged , Neoplasm Invasiveness , Neoplasm Recurrence, Local , Neoplasm Staging , Prognosis , Survival Analysis
16.
Cancer Med ; 7(6): 2764-2775, 2018 06.
Article in English | MEDLINE | ID: mdl-29726119

ABSTRACT

Vitamin D is an essential micronutrient required for normal physiological function and recognized for its role regulating calcium metabolism. Recent work is beginning to emerge demonstrating a role for vitamin D in chronic illnesses, such as cancer. Circulating serum levels of 25(OH)D2/3 were quantitatively measured using sensitive ultraperformance liquid chromatography coupled to tandem mass spectrometry (UPLC-MS/MS) in 406 lung cancer cases and 437 population controls, while 1,25(OH)2 D2/3 levels were measured in a subset of 90 cases and 104 controls using the same method, from the NCI-MD case-control cohort. 25(OH)D3 levels were inversely associated with lung cancer status across quartiles (Q2 vs. Q1: ORadjusted  = 0.5, 95% CI = 0.3-0.8; Q3 vs. Q1: ORadjusted  = 0.5, 95% CI = 0.3-0.8; Q4 vs. Q1: ORadjusted  = 0.5, 95% CI = 0.2-0.9; Ptrend  = 0.004). Levels of 1,25(OH)2 D3 were also inversely associated with lung cancer status (Q2 vs. Q1: ORadjusted  = 0.2, 95% CI = 0.03-0.7; Q3 vs. Q1: ORadjusted  = 0.1, 95% CI = 0.01-0.4; Q4 vs. Q1: ORadjusted  = 0.04, 95% CI = 0.01-0.3; Ptrend <0.0001). Although the observed trends were similar for the 25(OH)D2 (Ptrend  = 0.08), no significant associations were seen between vitamin D2 and lung cancer status. Additionally, genotyping of 296 SNPs in the same subjects resulted in findings that 27 SNPs, predominantly in CYP24A1 and VDR genes, were significantly associated with lung cancer status, affected mRNA expression, and modulated vitamin D levels. These findings suggest a protective role for vitamin D3 in lung cancer, with similar trends but insignificant findings for D2 . Vitamin D3 levels appeared to be modulated by genetic variation in CYP24A1 and VDR genes. Additional research to illuminate the mechanism(s) through which vitamin D exacerbates effects against lung carcinogenesis is warranted.


Subject(s)
Cholecalciferol/metabolism , Genetic Variation , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Aged , Case-Control Studies , Cholecalciferol/blood , Chromatography, Liquid , Female , Genotype , Humans , Lung Neoplasms/blood , Male , Metabolomics/methods , Middle Aged , Odds Ratio , Polymorphism, Single Nucleotide , Tandem Mass Spectrometry , Vitamin D3 24-Hydroxylase/genetics
17.
Cancer Treat Res Commun ; 10: 33-39, 2017.
Article in English | MEDLINE | ID: mdl-28944316

ABSTRACT

OBJECTIVES: In recent years, the anti-cancer properties of several commonly used drugs have been explored, with drugs such as aspirin and beta-blockers associated with improved cancer outcomes. Previous preclinical work demonstrated that tricyclic anti-depressants have antitumor efficacy in lung cancer. Our goal was to examine the association between anti-depressant use and survival in lung cancer. MATERIALS AND METHODS: We examined the association between use of common anti-depressants and survival in 1,097 lung cancer patients from the NCI-Maryland lung cancer study. The types of anti-depressants included in the study were norepinephrine and dopamine reuptake inhibitors, serotonin reuptake inhibitors, selective serotonin reuptake inhibitors, non-selective serotonin reuptake inhibitors, and tricyclic anti-depressants. Anti-depressant use was extracted from the medical history section of a detailed interviewer-administered questionnaire. Specific use in the three months before a lung cancer diagnosis was determined. Cox portioned hazards modeling was used to estimate the association between anti-depressant use with lung cancer-specific death with adjustment for potential confounding co-factors. RESULTS: Anti-depressant use was associated with extended lung cancer-specific survival. In an analysis of specific classes of anti-depressant use, NDRIs and TCAs were associated with improved survival. Importantly, the extended survival associated with anti-depressants was maintained after adjustment for the clinical indications for these drugs, suggestive of a direct effect on lung cancer biology. CONCLUSIONS: Considering the manageable and largely tolerable side effects of anti-depressants, and the low cost of these drugs, these results indicate that evaluation of anti-depressants as adjunct therapeutics with chemotherapy may have a translational effect for lung cancer patients.

18.
J Thorac Oncol ; 12(1): 65-76, 2017 01.
Article in English | MEDLINE | ID: mdl-27613525

ABSTRACT

INTRODUCTION: There are no validated molecular methods that prospectively identify patients with surgically resected lung squamous cell carcinoma (SCC) at high risk for recurrence. By focusing on the expression of genes with known functions in development of lung SCC and prognosis, we sought to develop a robust prognostic classifier of early-stage lung SCC. METHODS: The expression of 253 genes selected by literature search was evaluated in microarrays from 107 stage I/II tumors. Associations with survival were evaluated by Cox regression and Kaplan-Meier survival analyses in two independent cohorts of 121 and 91 patients with SCC, respectively. A classifier score based on multivariable Cox regression was derived and examined in six additional publicly available data sets of stage I/II lung SCC expression profiles (n = 358). The prognostic value of this classifier was evaluated in meta-analysis of patients with stage I/II (n = 479) and stage I (n = 326) lung SCC. RESULTS: Dual specificity phosphatase 6 gene (DUSP6) and actinin alpha 4 gene (ACTN4) were associated with prognostic outcome in two independent patient cohorts. Their expression values were utilized to develop a classifier that identified patients with stage I/II lung SCC at high risk for recurrence (hazard ratio [HR] = 4.7, p = 0.018) or cancer-specific mortality (HR = 3.5, p = 0.016). This classifier also identified patients at high risk for recurrence (HR = 2.7, p = 0.008) or death (HR = 2.2, p = 0.001) in publicly available data sets of stage I/II and in meta-analysis of stage I patients. CONCLUSIONS: We have established and validated a prognostic classifier to inform clinical management of patients with lung SCC after surgical resection.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Squamous Cell/pathology , Gene Expression Regulation, Neoplastic , Lung Neoplasms/pathology , Neoplasm Recurrence, Local/pathology , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/therapy , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/therapy , Cohort Studies , Female , Follow-Up Studies , Gene Expression Profiling , Humans , Lung Neoplasms/genetics , Lung Neoplasms/therapy , Male , Middle Aged , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/therapy , Neoplasm Staging , Prognosis , Survival Rate
19.
Lung Cancer ; 98: 33-42, 2016 08.
Article in English | MEDLINE | ID: mdl-27393504

ABSTRACT

OBJECTIVES: Genome-wide association studies (GWAS) of lung cancer have identified regions of common genetic variation with lung cancer risk in Europeans who smoke and never-smoking Asian women. This study aimed to conduct a GWAS in African Americans, who have higher rates of lung cancer despite smoking fewer cigarettes per day when compared with Caucasians. This population provides a different genetic architecture based on underlying African ancestry allowing the identification of new regions and exploration of known regions for finer mapping. MATERIALS AND METHODS: We genotyped 1,024,001 SNPs in 1737 cases and 3602 controls in stage 1, followed by a replication phase of 20 SNPs (p<1.51×10(-5)) in an independent set of 866 cases and 796 controls in stage 2. RESULTS AND CONCLUSION: In the combined analysis, we confirmed two loci to be associated with lung cancer that achieved the threshold of genome-wide significance: 15q25.1 marked by rs2036527 (p=1.3×10(-9); OR=1.32; 95% CI=1.20-1.44) near CHRNA5, and 5p15.33 marked by rs2853677 (p=2.8×10(-9); OR=1.28; 95% CI=1.18-1.39) near TERT. The association with rs2853677 is driven by the adenocarcinoma subtype of lung cancer (p=1.3×10(-8); OR=1.37; 95% CI=1.23-1.54). No SNPs reached genome-wide significance for either of the main effect models examining smoking - cigarettes per day and current or former smoker. Our study was powered to identify strong risk loci for lung cancer in African Americans; we confirmed results previously reported in African Americans and other populations for two loci near plausible candidate genes, CHRNA5 and TERT, on 15q25.1 and 5p15.33 respectively, are associated with lung cancer. Additional work is required to map and understand the biological underpinnings of the strong association of these loci with lung cancer risk in African Americans.


Subject(s)
Black or African American/genetics , Chromosomes, Human, Pair 15 , Chromosomes, Human, Pair 5 , Genetic Predisposition to Disease , Genome-Wide Association Study , Lung Neoplasms/epidemiology , Lung Neoplasms/genetics , Quantitative Trait Loci , Case-Control Studies , Humans , Polymorphism, Single Nucleotide , Population Surveillance
20.
Cancer Epidemiol Biomarkers Prev ; 25(6): 978-86, 2016 06.
Article in English | MEDLINE | ID: mdl-27013655

ABSTRACT

BACKGROUND: Lung cancer is a major health burden causing 160,000 and 1.6 million deaths annually in the United States and worldwide, respectively. METHODS: While seeking to identify stable and reproducible biomarkers in noninvasively collected biofluids, we assessed whether previously identified metabolite urinary lung cancer biomarkers, creatine riboside (CR), N-acetylneuraminic acid (NANA), cortisol sulfate, and indeterminate metabolite 561+, were elevated in the urines of subjects prior to lung cancer diagnosis in a well-characterized prospective Southern Community Cohort Study (SCCS). Urine was examined from 178 patients and 351 nondiseased controls, confirming that one of four metabolites was associated with lung cancer risk in the overall case-control set, whereas two metabolites were associated with lung cancer risk in European-Americans. RESULTS: OR of lung cancer associated with elevated CR levels, and adjusted for smoking and other potential confounders, was 2.0 [95% confidence interval (CI), 1.2-3.4; P= 0.01]. In European-Americans, both CR and NANA were significantly associated with lung cancer risk (OR = 5.3; 95% CI, 1.6-17.6; P= 0.006 and OR=3.5; 95% CI, 1.5-8.4; P= 0.004, respectively). However, race itself did not significantly modify the associations. ROC analysis showed that adding CR and NANA to a model containing previously established lung cancer risk factors led to a significantly improved classifier (P= 0.01). Increasing urinary levels of CR and NANA displayed a positive association with increasing tumor size, strengthening a previously established link to altered tumor metabolism. CONCLUSION AND IMPACT: These replicated results provide evidence that identified urinary metabolite biomarkers have a potential utility as noninvasive, clinical screening tools for early diagnosis of lung cancer. Cancer Epidemiol Biomarkers Prev; 25(6); 978-86. ©2016 AACR.


Subject(s)
Biomarkers, Tumor/urine , Lung Neoplasms/urine , Models, Biological , Adult , Aged , Case-Control Studies , Female , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/epidemiology , Male , Middle Aged , Prospective Studies , ROC Curve , Risk Factors
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