Abstract
Purpose
Although single nucleotide polymorphisms (SNPs) of NBS1 have been associated with susceptibility to lung and upper aerodigestive tract (UADT) cancers, their relations to cancer survival and measures of effect are largely unknown.
Methods
Using follow-up data from 611 lung cancer cases and 601 UADT cancer cases from a population-based case–control study in Los Angeles, we prospectively evaluated associations of tobacco smoking and 5 NBS1 SNPs with all-cause mortality. Mortality data were obtained from the Social Security Death Index. We used Cox regression to estimate adjusted hazard ratios (HR) for main effects and ratios of hazard ratios (RHR) derived from product terms to assess hazard ratio variations by each SNP. Bayesian methods were used to account for multiple comparisons.
Results
We observed 406 (66 %) deaths in lung cancer cases and 247 (41 %) deaths in UADT cancer cases with median survival of 1.43 and 1.72 years, respectively. Ever tobacco smoking was positively associated with mortality for both cancers. We observed an upward dose–response association between smoking pack-years and mortality in UADT squamous cell carcinoma. The adjusted HR relating smoking to mortality in non-small cell lung cancer (NSCLC) was greater for cases with the GG genotype of NBS1 rs1061302 than for cases with AA/AG genotypes (semi-Bayes adjusted RHR = 1.97; 95 % limits = 1.14, 3.41).
Conclusions
A history of tobacco smoking at cancer diagnosis was associated with mortality among patients with lung cancer or UADT squamous cell carcinoma. The HR relating smoking to mortality appeared to vary with the NBS1 rs1061302 genotype among NSCLC cases.
Similar content being viewed by others
References
Ferlay J, Shin HR, Bray F et al (2010) Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008. Int J Cancer 127:2893–2917
Siegel R, Naishadham D, Jemal A (2012) Cancer statistics, 2012. CA Cancer J Clin 62:10–29
Hoyert DL, Xu J (2012) National vital statistics reports. Deaths: preliminary data for 2011. Division of Vital Statistics. CDC/National Center for Health Statistics. vol 61, p 6
Gupta S, Kong W, Peng Y, Miao Q, Mackillop WJ (2009) Temporal trends in the incidence and survival of cancers of the upper aerodigestive tract in Ontario and the United States. Int J Cancer 125:2159–2165
Pulte D, Brenner H (2005) Changes in survival in head and neck cancers in the late 20th and early 21st century: a period analysis. Oncologist 15:994–1001
Sasco AJ, Secretan MB, Straif K (2004) Tobacco smoking and cancer: a brief review of recent epidemiological evidence. Lung Cancer 45(Suppl 2):S3–S9
Tammemagi CM, Neslund-Dudas C, Simoff M, Kvale P (2004) Smoking and lung cancer survival: the role of comorbidity and treatment. Chest 125:27–37
Nordquist LT, Simon GR, Cantor A, Alberts WM, Bepler G (2004) Improved survival in never-smokers vs current smokers with primary adenocarcinoma of the lung. Chest 126:347–351
Ryk C, Kumar R, Thirumaran RK, Hou SM (2006) Polymorphisms in the DNA repair genes XRCC1, APEX1, XRCC3 and NBS1, and the risk for lung cancer in never- and ever-smokers. Lung Cancer 54:285–292
Park SL, Bastani D, Goldstein BY et al (2010) Associations between NBS1 polymorphisms, haplotypes and smoking-related cancers. Carcinogenesis 31:1264–1271
Yang L, Li Y, Cheng M et al (2012) A functional polymorphism at microRNA-629-binding site in the 3′-untranslated region of NBS1 gene confers an increased risk of lung cancer in southern and eastern Chinese population. Carcinogenesis 33:338–347
Zheng J, Zhang C, Jiang L et al (2011) Functional NBS1 polymorphism is associated with occurrence and advanced disease status of nasopharyngeal carcinoma. Mol Carcinog 50:689–696
Yang MH, Chang SY, Chiou SH et al (2007) Overexpression of NBS1 induces epithelial-mesenchymal transition and co-expression of NBS1 and Snail predicts metastasis of head and neck cancer. Oncogene 26:1459–1467
Yang MH, Chiang WC, Chou TY et al (2006) Increased NBS1 expression is a marker of aggressive head and neck cancer and overexpression of NBS1 contributes to transformation. Clin Cancer Res 12:507–515
Ricceri F, Matullo G, Vineis P (2012) Is there evidence of involvement of DNA repair polymorphisms in human cancer? Mutat Res 736:117–121
Lu M, Lu J, Yang X et al (2009) Association between the NBS1 E185Q polymorphism and cancer risk: a meta-analysis. BMC Cancer 9:124
Cui Y, Morgenstern H, Greenland S et al (2006) Polymorphism of Xeroderma Pigmentosum group G and the risk of lung cancer and squamous cell carcinomas of the oropharynx, larynx and esophagus. Int J Cancer 118:714–720
Hashibe M, Morgenstern H, Cui Y et al (2006) Marijuana use and the risk of lung and upper aerodigestive tract cancers: results of a population-based case–control study. Cancer Epidemiol Biomarkers Prev 15:1829–1834
Sherry ST, Ward MH, Kholodov M et al (2001) dbSNP: the NCBI database of genetic variation. Nucleic Acids Res 29:308–311
De la Vega FM, Lazaruk KD, Rhodes MD, Wenz MH (2005) Assessment of two flexible and compatible SNP genotyping platforms: TaqMan SNP genotyping assays and the SNPlex genotyping system. Mutat Res 573:111–135
Greene FL, Page DL, Fleming ID et al (eds) (2002) AJCC cancer staging manual, 6th edn. Springer, New York
Vaughan TL, Davis S, Kristal A, Thomas DB (1995) Obesity, alcohol, and tobacco as risk factors for cancers of the esophagus and gastric cardia: adenocarcinoma versus squamous cell carcinoma. Cancer Epidemiol Biomark Prev 4:85–92
Ye W, Held M, Lagergren J et al (2004) Helicobacter pylori infection and gastric atrophy: risk of adenocarcinoma and squamous-cell carcinoma of the esophagus and adenocarcinoma of the gastric cardia. J Natl Cancer Inst 96:388–396
Lagergren J, Bergstrom R, Lindgren A, Nyren O (1999) Symptomatic gastroesophageal reflux as a risk factor for esophageal adenocarcinoma. N Engl J Med 340:825–831
Wakefield J (2007) A Bayesian measure of the probability of false discovery in genetic epidemiology studies. Am J Hum Genet 81:208–227
Greenland S (2007) Bayesian perspectives for epidemiological research. II. Regression analysis. Int J Epidemiol 36:195–202
Greenland S, Poole C (1994) Empirical-Bayes and semi-Bayes approaches to occupational and environmental hazard surveillance. Arch Environ Health 49:9–16
Greenland S (1992) A semi-Bayes approach to the analysis of correlated multiple associations, with an application to an occupational cancer-mortality study. Stat Med 11:219–230
Wacholder S, Chanock S, Garcia-Closas M, El Ghormli L, Rothman N (2004) Assessing the probability that a positive report is false: an approach for molecular epidemiology studies. J Natl Cancer Inst 96:434–442
Oh SS, Chang SC, Cai L et al (2010) Single nucleotide polymorphisms of 8 inflammation-related genes and their associations with smoking-related cancers. Int J Cancer 127:2169–2182
Liu Y, Shete S, Etzel CJ et al (2010) Polymorphisms of LIG4, BTBD2, HMGA2, and RTEL1 genes involved in the double-strand break repair pathway predict glioblastoma survival. J Clin Oncol 28:2467–2474
Landvik NE, Hart K, Skaug V et al (2009) A specific interleukin-1B haplotype correlates with high levels of IL1B mRNA in the lung and increased risk of non-small cell lung cancer. Carcinogenesis 30:1186–1192
Greenland S (2008) Introduction to regression models. In: Rothman KJ, Greenland S, Lash TL (eds) Modern epidemiology, 3rd edn. Lippincott-Williams-Wilkins, Philadelphia, p 405
Greenland S, Christensen R (2001) Data augmentation priors for Bayesian and semi-Bayes analyses of conditional-logistic and proportional-hazards regression. Stat Med 20:2421–2428
Arnson Y, Shoenfeld Y, Amital H (2010) Effects of tobacco smoke on immunity, inflammation and autoimmunity. J Autoimmun 34:J258–J265
Feldman C, Anderson R (2013) Cigarette smoking and mechanisms of susceptibility to infections of the respiratory tract and other organ systems. J Infect 67:169–184
Nichols L, Saunders R, Knollmann FD (2012) Causes of death of patients with lung cancer. Arch Pathol Lab Med 136:1552–1557
Johnston-Early A, Cohen MH, Minna JD et al (1980) Smoking abstinence and small cell lung cancer survival. An association. JAMA 244:2175–2179
Browman GP, Wong G, Hodson I et al (1993) Influence of cigarette smoking on the efficacy of radiation therapy in head and neck cancer. N Engl J Med 328:159–163
Browman GP, Mohide EA, Willan A et al (2002) Association between smoking during radiotherapy and prognosis in head and neck cancer: a follow-up study. Head Neck 24:1031–1037
Pytynia KB, Grant JR, Etzel CJ et al (2004) Matched-pair analysis of survival of never smokers and ever smokers with squamous cell carcinoma of the head and neck. J Clin Oncol 22:3981–3988
Oliveira LR, Ribeiro-Silva A, Costa JP et al (2008) Prognostic factors and survival analysis in a sample of oral squamous cell carcinoma patients. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 106:685–695
Kobayashi J, Antoccia A, Tauchi H, Matsuura S, Komatsu K (2004) NBS1 and its functional role in the DNA damage response. DNA Repair (Amst) 3:855–861
Williams RS, Williams JS, Tainer JA (2007) Mre11-Rad50-Nbs1 is a keystone complex connecting DNA repair machinery, double-strand break signaling, and the chromatin template. Biochem Cell Biol 85:509–520
Lee JH, Paull TT (2007) Activation and regulation of ATM kinase activity in response to DNA double-strand breaks. Oncogene 26:7741–7748
Lavin MF (2007) ATM and the Mre11 complex combine to recognize and signal DNA double-strand breaks. Oncogene 26:7749–7758
Hebbring SJ, Fredriksson H, White KA et al (2006) Role of the Nijmegen breakage syndrome 1 gene in familial and sporadic prostate cancer. Cancer Epidemiol Biomarkers Prev 15:935–938
Millikan RC, Player JS, Decotret AR, Tse CK, Keku T (2005) Polymorphisms in DNA repair genes, medical exposure to ionizing radiation, and breast cancer risk. Cancer Epidemiol Biomarkers Prev 14:2326–2334
Kuschel B, Auranen A, McBride S et al (2002) Variants in DNA double-strand break repair genes and breast cancer susceptibility. Hum Mol Genet 11:1399–1407
Hsu HM, Wang HC, Chen ST et al (2007) Breast cancer risk is associated with the genes encoding the DNA double-strand break repair Mre11/Rad50/Nbs1 complex. Cancer Epidemiol Biomarkers Prev 16:2024–2032
Sanyal S, Festa F, Sakano S et al (2004) Polymorphisms in DNA repair and metabolic genes in bladder cancer. Carcinogenesis 25:729–734
Figueroa JD, Malats N, Rothman N et al (2007) Evaluation of genetic variation in the double-strand break repair pathway and bladder cancer risk. Carcinogenesis 28:1788–1793
Jiang L, Liang J, Jiang M et al (2011) Functional polymorphisms in the NBS1 gene and acute lymphoblastic leukemia susceptibility in a Chinese population. Eur J Haematol 86:199–205
Huang MD, Chen XF, Xu G et al (2012) Genetic variation in the NBS1 gene is associated with hepatic cancer risk in a Chinese population. DNA Cell Biol 31:678–682
Xu JL, Hu LM, Huang MD et al (2012) Genetic variants of NBS1 predict clinical outcome of platinum-based chemotherapy in advanced non-small cell lung cancer in Chinese. Asian Pac J Cancer Prev 13:851–856
Hsu DS, Chang SY, Liu CJ et al (2010) Identification of increased NBS1 expression as a prognostic marker of squamous cell carcinoma of the oral cavity. Cancer Sci 101:1029–1037
Greenland S (2006) Bayesian perspectives for epidemiological research: I. Foundations and basic methods. Int J Epidemiol 35:765–775
Tsao AS, Liu D, Lee JJ, Spitz M, Hong WK (2006) Smoking affects treatment outcome in patients with advanced nonsmall cell lung cancer. Cancer 106:2428–2436
Sun Z, Aubry MC, Deschamps C et al (2006) Histologic grade is an independent prognostic factor for survival in non-small cell lung cancer: an analysis of 5018 hospital- and 712 population-based cases. J Thorac Cardiovasc Surg 131:1014–1020
Acknowledgments
The authors thank all of the Los Angeles Study participants for their time and effort in supporting this study. This research was supported by the National Institutes of Health [Grant Numbers ES06718, ES01167, CA90833, CA077954, CA09142, CA96134, DA11386] and the Alper Research Center for Environmental Genomics of the UCLA Jonsson Comprehensive Cancer Center.
Conflict of interest
The authors declare that they have no potential conflicts of interest.
Author information
Authors and Affiliations
Corresponding author
Additional information
Tingting Yang and Po-Yin Chang made equal contributions to this paper.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Yang, T., Chang, PY., Park, S.L. et al. Tobacco smoking, NBS1 polymorphisms, and survival in lung and upper aerodigestive tract cancers with semi-Bayes adjustment for hazard ratio variation. Cancer Causes Control 25, 11–23 (2014). https://doi.org/10.1007/s10552-013-0303-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10552-013-0303-0