Diet and lifestyle factors and risk of subtypes of esophageal and gastric cancers: Classification tree analysis

Annals of Epidemiology

Volumn 24, Issue 1, 2014, Pages 50-57

  Navarro Silvera, Stephanie A ^a   Mayne, Susan T ^b   Gammon, Marilie D ^c   Vaughan, Thomas L ^d,e   Chow, Wong Ho ^f   Dubin, Joel A ^g   Dubrow, Robert ^b   Stanford, Janet L ^d   West, A Brian ^h   Rotterdam, Heidrun ⁱ   Blot, William J ^j   Risch, Harvey A ^b  

^a MONTCLAIR STATE UNIVERSITY   (United States)

^b YALE UNIVERSITY   (United States)

^c University of North Carolina at Chapel Hill   (United States)

^d UNIVERSITY OF WASHINGTON   (United States)

^e Fred Hutchinson Cancer Research Center   (United States)

^f UNIVERSITY OF TEXAS   (United States)

^g UNIVERSITY OF WATERLOO   (Canada)

^h YALE UNIVERSITY SCHOOL OF MEDICINE   (United States)

ⁱ Columbia University ^*  (United States)

^j INTERNATIONAL EPIDEMIOLOGY INSTITUTE   (United States)

more..

Author keywords

CART; Classification tree; Diet; Esophageal adenocarcinoma; Gastric cardia adenocarcinoma; Gastroesophageal reflux disease

Indexed keywords

ADULT; AGED; ALCOHOL CONSUMPTION; ARTICLE; CALORIC INTAKE; CANCER LOCALIZATION; CANCER RISK; CARDIA; CONTROLLED STUDY; DIET; DIETARY INTAKE; ESOPHAGEAL ADENOCARCINOMA; ESOPHAGEAL SQUAMOUS CELL CARCINOMA; ESOPHAGUS CANCER; FEMALE; GASTROESOPHAGEAL REFLUX; HUMAN; INCOME; LIFESTYLE; MAJOR CLINICAL STUDY; MALE; POPULATION BASED CASE CONTROL STUDY; PRIORITY JOURNAL; RACE; SMOKING; STOMACH ADENOCARCINOMA; STOMACH CANCER; UNITED STATES; WINE;

CART; CLASSIFICATION TREE; DIET; ESOPHAGEAL ADENOCARCINOMA; GASTRIC CARDIA ADENOCARCINOMA; GASTROESOPHAGEAL REFLUX DISEASE;

ADENOCARCINOMA; ADULT; AGED; AGED, 80 AND OVER; CARCINOMA, SQUAMOUS CELL; CASE-CONTROL STUDIES; CONNECTICUT; DIET; ESOPHAGEAL NEOPLASMS; FEMALE; FOOD HABITS; GASTROESOPHAGEAL REFLUX; HUMANS; INCIDENCE; LIFE STYLE; LOGISTIC MODELS; MALE; MIDDLE AGED; NEW JERSEY; QUESTIONNAIRES; RISK FACTORS; STATISTICS AS TOPIC; STOMACH NEOPLASMS; WASHINGTON; YOUNG ADULT;

EID: 84890116365     PISSN: 10472797     EISSN: 18732585     Source Type: Journal    
DOI: 10.1016/j.annepidem.2013.10.009     Document Type: Article

References (59)

1. Blot W.J., Devesa S.S., Kneller R.W., Fraumeni J.F. Rising incidence of adenocarcinoma of the esophagus and gastric cardia. JAMA 1991, 265:1287-1289.
2. Devesa S.S., Blot W.J., Fraumeni J.F. Changing patterns in the incidence of esophageal and gastric carcinoma in the United States. Cancer 1998, 83:2049-2053.
3. Simard E.P., Ward E.M., Siegel R., Jemal A. Cancers with increasing incidence trends in the United States: 1999 through 2009. CA Cancer J Clin 1999, 62:118-128.
4. Holmes R.S., Vaughan T.L. Epidemiology and pathogenesis of esophageal cancer. Semin Radiat Oncol 2007, 17(1):2-9.
5. Brown L.M., Swanson C.A., Gridley G., Swanson G.M., Silverman D.T., Greenberg R.S., et al. Dietary factors and risk of squamous cell esophageal cancer among black and white men in the United States. Cancer Causes Control 1998, 9:467-474.
6. Bollschweiler E., Wolfgarten E., Gutschow C., Holscher A.H. Demographic variations in the rising incidence of esophageal adenocarcinoma in white males. Cancer 2001, 3:549-555.
7. Anderson L.A., Watson R.G.P., Murphy S.J., Johnston B.T., Comber H., Mc Guigan J., et al. Risk factors for Barrett's oesophagus and oesophageal adenocarcinoma: results from the FINBAR study. World J Gastroenterol 2007, 13(10):1585-1594.
8. Chow W.H., Swanson C.A., Lissowska J., Groves F.D., Sobin L.H., Nsierowska-Guttmejer A., et al. Risk of stomach cancer in relation to consumption of cigarettes, alcohol, tea and coffee in Warsaw, Poland. Int J Cancer 1999, 81:871-876.
9. Gammon M.D., Schoenberg J.B., Ahsan H., Risch H.A., Vaughan T.L., Chow W.H., et al. Tobacco, alcohol, and socioeconomic status and adenocarcinomas of the esophagus and gastric cardia. JNatl Cancer Inst 1997, 89:1277-1284.
10. Lagergren J., Bergtrom R., Lindgren A., Nyren O. The role of tobacco, snuff and alcohol use in the aetiology of cancer of the oesophagus and gastric cardia. Int J Cancer 2000, 85:340-346.
11. Brown L.M., Swanson C.A., Gridley G., Swanson G.M., Schoenberg J.B., Greenberg R.S., et al. Adenocarcinoma of the esophagus: role of obesity and diet. JNatl Cancer Inst 1995, 87:104-109.
12. Chow W.H., Blot W.J., Vaughan T.L., Risch H.A., Gammon M.D., Stanford J.L., et al. Body mass index and risk of adenocarcinomas of the esophagus and gastric cardia. JNatl Cancer Inst 1998, 90:150-155.
13. Lagergren J., Bergtrom R., Nyren O. Association between body mass and adenocarcinoma of the esophagus and gastric cardia. Ann Intern Med 1999, 130:883-890.
14. Vaughan T.L., Davis S., Kristal A., Thomas D.B. Obesity, alcohol, and tobacco as risk factors for cancers of the esophagus and gastric cardia: adenocarcinoma versus squamous cell carcinoma. Cancer Epidemiol Biomark Prev 1995, 4:85-92.
15. Chow W.H., Finkle W., McLaughlin J.K., Frankl H., Ziel H.K., Fraumeni J.F. The relation of gastroesophageal reflux disease and its treatment to adenocarcinomas of the esophagus and gastric cardia. JAMA 1995, 274:474-477.
16. Farrow D.C., Vaughan T.L., Sweeney C., Gammon M., Chow W.H., Risch H.A., et al. Gastroesophageal reflux disease, use of H2 receptor antagonists, and risk of esophageal and gastric cancer. Cancer Causes Control 2000, 11:231-238.
17. Lagergren J., Bergtrom R., Lindgren A., Nyren O. Symptomatic gastroesophageal reflux as a risk factor for esophageal adenocarcinoma. New England J Med 1999, 240:825-831.
18. Chow W.H., Blaser M.J., Blot W.J., Gammon M.D., Vaughan T.L., Risch H.A., et al. An inverse relation between cagA+ strains of Helicobacter pylori infection and risk of esophageal and gastric cardia adenocarcinoma. Cancer Res 1998, 58(4):588-590.
19. Kamangar F., Dawsey S.M., Blaser M.J., Perez-Perez G.I., Pietinen P., Newschaffer C.J., et al. Opposing risks of gastric cardia and noncardia gastric adenocarcinomas associated with Helicobacter pylori seropositivity. JNatl Cancer Inst 2006, 98(20):1445-1452.
20. Wong A., Fitzgerald R.C. Epidemiologic risk factors for Barrett's esophagus and associated adenocarcinoma. Clin Gastroenterol Hepatol 2005, 3:1-10.
21. World Cancer Research Fund Food, physical activity and the prevention of cancer: a global perspective 2007, American Institute for Cancer Research, Washington DC.
22. Thrift A.P., Pandeya N., Whiteman D.C. Current status and future perspectives on the etiology of esophageal adenocarcinoma. Front Oncol 2012, 2:1-7.
23. Mayne S.T., Risch R., Dubrow R., Chow W.H., Gammon M.D., Vaughan T., et al. Nutrient intake and risk of subtypes of esophageal and gastric cancer. Cancer Epidemiol Biomark Prev 2001, 10:1055-1062.
24. Navarro-Silvera S.A., Mayne S.T., Risch H.A., Gammon M.D., Vaughan T.L., Chow W.H., et al. Food group intake and risk of subtypes of esophageal adenocarcinoma. Int J Cancer 2008, 123:852-860.
25. Steevens J., Schouten L.J., Goldbohm R.A., van den Brandt P.A. Vegetables and fruits consumption and risk of esophageal and gastric cancer subtypes in the Netherlands Cohort Study. Int J Cancer 2011, 129(11):2681-2693.
26. Freedman N.D., Park Y., Subar A.F., Hollenbeck A.R., Lieitzmann M.F., Schatskin A., et al. Fruit and vegetable intake and esophageal cancer in a large prospective cohort study. Int J Cancer 2007, 121:2753-2760.
27. Keszei A.P., Schouten L.J., Goldbohm R.A., van den Brandt P.A. Red and processed meat consumption and the risk of esophageal and gastric cancer subtypes in The Netherlands Cohort Study. Ann Oncol 2012, 23(9):2319-2326.
28. Terry P., Lagergren J., Ye W., Wolk A., Nyren O. Inverse association between intake of cereal fiber and risk of gastric cardia cancer. Gastroenterol 2001, 120:387-391.
29. Gordon T., Fisher M., Rifkind B.M. Some difficulties inherent in the interpretation of dietary data from free-living populations. Am J Clin Nutr 1984, 39:152-156.
30. Kant A.K., Schatzkin A., Graubard B.I., Schairer C. Aprospective study of diet quality and mortality in women. JAMA 2000, 283(16):2109-2115.
31. Randall E., Marshal J.R., Graham S., Brasure J. High-risk health behaviors associated with various dietary patterns. Nutr Cancer 1991, 16(2):135-151.
32. Wirfalt A.K., Jeffery R.W. Using cluster analysis to examine dietary patterns: nutrient intakes, gender, and weight status differ across food pattern clusters. JAm Diet Assoc 1997, 97(3):272-279.
33. Germanson T.P., Lanzino G., Kongable G.L., Torner J.C., Kassell N.F. Risk classification after aneurysmal subarachnoid hemorrhage. Surg Neurol 1998, 49:155-163.
34. Hess K.R., Abbruzzese M.C., Lenzi R., Raber M.N., Abbruzzese J.L. Classification and regression tree analysis of 100 consecutive patients with unknown primary carcinoma. Clin Cancer Res 1999, 5:3403-3410.
35. Camp N.J., Slattery M.L. Classification tree analysis: a statistical tool to investigate risk factor interactions with an example for colon cancer (United States). Cancer Causes Control 2002, 13:813-823.
36. Papathomas M., Molitor J., Richardson S., Riboli E., Vineis P. Examining the joint effect of multiple risk factors using exposure risk profiles: lung cancer in nonsmokers. Environ Health Perspect 2011, 119(1). http://10.1289/ehp.1002118.
37. Zhang H., Singer B.H. Recursive partitioning and applications 2010, Springer, New York. 2 ed.
38. Waksberg J. Sampling methods for random digit dialing. JAm Stat Assoc 1978, 73:40-46.
39. Kristal A.R., Feng Z., Coates F.J., Oberman A., George V. Associations of race, ethnicity, education and dietary intervention on the validity and reliability of a food frequency questionnaire in the Women's Health Trial Feasibility Study in Minority Populations. Am J Epidemiol 1997, 146:856-869.
40. Risch H.A., Jain M., Choi N.W., Fodor J.G., Pfieffer C.J., How G.R., et al. Dietary factors and the incidence of cancer of the stomach. Am J Epidemiol 1985, 122:947-959.
41. Breiman L., Friedman J.H., Olshen R.A., Stone C.J. Classification and regression trees 1984, Wadsworth, Belmont, CA.
42. Nelson L.M., Bloch D.A., Longstreth W.T.J., Shi W. Recursive partitioning for the identification of disease risk subgroups: a case-control study of subarachnoid hemorrhage. JClin Epidemiol 1998, 51(3):199-209.
43. Bahmanyar S., Ye W. Dietary patterns and risk of squamous-cell carcinoma and adenocarcinoma of the esophagus and adenocarcinoma of the gastric cardia: a population-based case-control study in Sweden. Nutr Cancer 2006, 54(2):171-178.
44. Chen H., Ward M.H., Graubard B.I., Heineman E.F., Markin R.M., Potischman N.A., et al. Dietary patterns and adenocarcinoma of the esophagus and distal stomach. Am J Clin Nutr 2002, 75:137-144.
45. Cheng K.K., Sharp L., McKinney P.A., Logan R.F.A., Chilvers C.E.D., Cook-Mozaffari P., et al. Acase-control study of oesophageal adenocarcinoma in women: a preventable disease. Br J Cancer 2000, 83(1):127-132.
46. Gonzalez C.A., Jakszyn P., Pera G., Agudo A., Bingham S., Palli D., et al. Meat intake and risk of stomach and esophageal adenocarcinoma within the European Prospective Investigation Into Cancer and Nutrition (EPIC). JNatl Cancer Inst 2006, 98(5):345-354.
47. Levi F., Pasche C., Lucchini F., Bosetti C., Franceschi S., Monnier P., et al. Food groups and oesophageal cancer risk in Vaud, Switzerland. Eur J Cancer Prev 2000, 9(4):257-263.
48. Terry P., Lagergren J., Hansen H., Wolk A., Nyren O. Fruit and vegetable consumption in the prevention of oesophageal and cardia cancers. Eur J Cancer Prev 2001, 10:365-369.
49. Tuyns A.J., Riboli E., Doornbos G., Pequignot G. Diet and esophageal cancer in Calvados (France). Nutr Cancer 1987, 9(2-3):81-92.
50. World Cancer Research Fund Food, nutrition and the prevention of cancer: a global perspective 1997, American Institute for Cancer Research, Washington DC.
51. Ye W., Chow W.H., Lagergren J., Yin L., Nyren O. Risk of adenocarcinomas of the esophagus and gastric cardia in patients with gastroesophageal reflux diseases and after antireflux surgery. Gastroenterol 2001, 121:1286-1293.
52. Zhang Z.F., Kurtz R.C., Tu G.P., Sun M., Gargon N., Karpeh M., et al. Adenocarcinomas of the esophagus and gastric cardia: the role of diet. Nutr Cancer 1997, 27:298-309.
53. Navarro Silvera S.A., Mayne S.T., Risch H.A., Gammon M.D., Vaughan T., Chow W.H., et al. Principal component analysis of dietary and lifestyle patterns in relation to risk of subtypes of esophageal and gastric cancer. Ann Epidemiol 2011, 21(7):543-550.
54. Esophageal Cancer 2006, Oxford University Press, Oxford. 3rd ed. W.J. Blot, J.K. McLaughlin, J.F. Fraumeni Jr (Eds.).
55. Garidou A., Tzonou A., Lipworth L., Signorello L.B., Kalapothaki V., Trichopoulos D. Life-style factors and medical conditions in relation to esophageal cancer by histologic type in a low-risk population. Int J Cancer 1996, 68:295-299.
56. Lindsted K., Kuzma J.W. Husband-wife diet concordance and changes in dietary practices by surviving spouses of cancer cases. Nutr Cancer 1990, 13(3):175-187.
57. Willett W. Nutritional epidemiology 2013, Oxford University Press, Oxford. 3rd ed.
58. Haber M.M., Lopez L. Reflux gastritis in gastroesophageal reflux disease: a histopathological study. Ann Diagn Pathol 1999, 3(5):281-286.
59. Genta R.M. The gastritis connection: prevention and early detection of gastric neoplasms. JClin Gastroenterol 2003, 36(5Suppl):S44-S49.