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Cancer Research | 2009

Pattern of antioxidant and DNA repair gene expression in normal airway epithelium associated with lung cancer diagnosis

Thomas M. Blomquist; Erin L. Crawford; D'anna N. Mullins; Youngsook Yoon; Dawn-Alita Hernandez; Sadik A. Khuder; Patricia L. Ruppel; Elizabeth Herness Peters; David J. Oldfield; Brad Austermiller; John C. Anders; James C. Willey

In previous studies, we reported that key antioxidant and DNA repair genes are regulated differently in normal bronchial epithelial cells of lung cancer cases compared with non-lung cancer controls. In an effort to develop a biomarker for lung cancer risk, we evaluated the transcript expressions of 14 antioxidant, DNA repair, and transcription factor genes in normal bronchial epithelial cells (HUGO names CAT, CEBPG, E2F1, ERCC4, ERCC5, GPX1, GPX3, GSTM3, GSTP1, GSTT1, GSTZ1, MGST1, SOD1, and XRCC1). A test comprising these 14 genes accurately identified the lung cancer cases in two case-control studies. The receiver operating characteristic-area under the curve was 0.82 (95% confidence intervals, 0.68-0.91) for the first case-control set (25 lung cancer cases and 24 controls), and 0.87 (95% confidence intervals, 0.73-0.96) for the second set (18 cases and 22 controls). For each gene included in the test, the key difference between cases and controls was altered distribution of transcript expression among cancer cases compared with controls, with more lung cancer cases expressing at both extremes among all genes (Kolmorogov-Smirnov test, D = 0.0795; P = 0.041). A novel statistical approach was used to identify the lower and upper boundaries of transcript expression that optimally classifies cases and controls for each gene. Based on the data presented here, there is an increased prevalence of lung cancer diagnosis among individuals that express a threshold number of key antioxidant, DNA repair, and transcription factor genes at either very high or very low levels in the normal airway epithelium.


BMC Cancer | 2005

CEBPG transcription factor correlates with antioxidant and DNA repair genes in normal bronchial epithelial cells but not in individuals with bronchogenic carcinoma

D'anna N. Mullins; Erin L. Crawford; Sadik A Khuder; Dawn-Alita Hernandez; Youngsook Yoon; James C. Willey

BackgroundCigarette smoking is the primary cause of bronchogenic carcinoma (BC), yet only 10–15% of heavy smokers develop BC and it is likely that this variation in risk is, in part, genetically determined. We previously reported a set of antioxidant genes for which transcript abundance was lower in normal bronchial epithelial cells (NBEC) of BC individuals compared to non-BC individuals. In unpublished studies of the same NBEC samples, transcript abundance values for several DNA repair genes were correlated with these antioxidant genes. From these data, we hypothesized that antioxidant and DNA repair genes are co-regulated by one or more transcription factors and that inter-individual variation in expression and/or function of one or more of these transcription factors is responsible for inter-individual variation in risk for BC.MethodsThe putative transcription factor recognition sites common to six of the antioxidant genes were identified through in silico DNA sequence analysis. The transcript abundance values of these transcription factors (n = 6) and an expanded group of antioxidant and DNA repair genes (n = 16) were measured simultaneously by quantitative PCR in NBEC of 24 non-BC and 25 BC individuals.ResultsCEBPG transcription factor was significantly (p < 0.01) correlated with eight of the antioxidant or DNA repair genes in non-BC individuals but not in BC individuals. In BC individuals the correlation with CEBPG was significantly (p < 0.01) lower than that of non-BC individuals for four of the genes (XRCC1, ERCC5, GSTP1, and SOD1) and the difference was nearly significant for GPX1. The only other transcription factor correlated with any of these five target genes in non-BC individuals was E2F1. E2F1 was correlated with GSTP1 among non-BC individuals, but in contrast to CEBPG, there was no significant difference in this correlation in non-BC individuals compared to BC individuals.ConclusionWe conclude that CEBPG is the transcription factor primarily responsible for regulating transcription of key antioxidant and DNA repair genes in non-BC individuals. Further, we conclude that the heavy smokers selected for development of BC are those who have sub-optimal regulation of antioxidant and DNA repair genes by CEBPG.


Carcinogenesis | 2007

CEBPG regulates ERCC5/XPG expression in human bronchial epithelial cells and this regulation is modified by E2F1/YY1 interactions

Erin L. Crawford; Thomas M. Blomquist; D'anna N. Mullins; Youngsook Yoon; Dawn-Alita Hernandez; M. Al-Bagdhadi; J. Ruiz; Jeffrey R. Hammersley; James C. Willey


Archive | 2006

Methods and compositions for identifying cancer-related biomarkers

James C. Willey; Erin L. Crawford; D'anna N. Mullins


Archive | 2008

Cancer risk biomarker

James C. Willey; Thomas M. Blomquist; Erin L. Crawford; D'anna N. Mullins


Archive | 2014

Cancer risk biomarkers

James C. Willey; Thomas M. Blomquist; Erin L. Crawford; D'anna N. Mullins


Cancer Research | 2008

Identification of lung cancer risk biomarker candidates comprising transcript abundance levels of antioxidant, DNA repair, and transcription factor genes

James C. Willey; Thomas M. Blomquist; Erin L. Crawford; Sadik A. Khuder; D'anna N. Mullins; Youngsook Yoon; Jeffrey R. Hammersley; mohammed Al-Baghdadi; anas Balaa


Clinical Cancer Research | 2007

Determination of lung cancer risk based on a biomarker comprising transcript abundance levels of 15 antioxidant and DNA repair genes

Thomas M. Blomquist; Erin L. Crawford; D'anna N. Mullins; Dawn-Alita Hernandez; Jaime Ruiz; mohammed Al-Baghdadi; Youngsook Yoon; Sadik A. Khuder; James C. Willey


Archive | 2006

VERFAHREN ZUR IDENTIFIZIERUNG VON BIOMARKERN MIT EIGNUNG BEI DER DIAGNOSE BIOLOGISCHER ZUSTÄNDE

James C. Willey; Erin L. Crawford; D'anna N. Mullins


Archive | 2006

Methods for identifying biomarkers useful in diagnosis of biological states

James C. Willey; Erin L. Crawford; D'anna N. Mullins

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