The search for cancer risk factors: when can we stop looking?
CB Begg
Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, 1275 York Ave, Box 44, New York, NY 10021, USA. beggc@mskcc.org
In recent decades, countless cohort, case-control, and ecologic studies
have been conducted in the search for cancer risk factors. On the basis of
knowledge gained from these studies, various influential commentaries have
endeavored to classify the extent to which the total cancer burden is
attributable to general categories of risk, such as diet, tobacco, sun
exposure, and others. These commentaries have led to the conventional
wisdom that most of the cancer burden is caused by environmental factors
and relatively little is directly attributable to genetic susceptibility.
In the face of the apparent knowledge that the cancer burden is essentially
fully "explainable" on the basis of known environmental risks, this article
addresses the conceptual and empirical basis of the continued search for
new risk factors. It proposes that the extent of the aggregation of cancer
within individuals in the population--that is, the occurrence of second
primary cancers--is a crucial statistic in this context. A study of the
incidence of second primary melanoma suggests that the bulk of the risk
variation in this disease cannot be explained by known risk factors. The
implications of these ideas for research strategy and for public health
policy are discussed.
B. L. Sprague, A. Trentham-Dietz, K. M. Egan, L. Titus-Ernstoff, J. M. Hampton, and P. A. Newcomb Proportion of Invasive Breast Cancer Attributable to Risk Factors Modifiable after Menopause
Am. J. Epidemiol.,
August 15, 2008;
168(4):
404 - 411.
[Abstract][Full Text][PDF]
M. Kivimaki, D. A. Lawlor, G. D. Smith, A. Kouvonen, M. Virtanen, M. Elovainio, and J. Vahtera Socioeconomic Position, Co-Occurrence of Behavior-Related Risk Factors, and Coronary Heart Disease: the Finnish Public Sector Study
Am J Public Health,
May 1, 2007;
97(5):
874 - 879.
[Abstract][Full Text][PDF]
S. G Baker and J. Kaprio Common susceptibility genes for cancer: search for the end of the rainbow.
BMJ,
May 13, 2006;
332(7550):
1150 - 1152.
[Full Text][PDF]
J. L Halliday, V. R Collins, M. A. Aitken, M. P M Richards, and C. A Olsson Genetics and public health--evolution, or revolution?
J Epidemiol Community Health,
November 1, 2004;
58(11):
894 - 899.
[Abstract][Full Text][PDF]
P. B. Bach, M. W. Kattan, M. D. Thornquist, M. G. Kris, R. C. Tate, M. J. Barnett, L. J. Hsieh, and C. B. Begg Variations in Lung Cancer Risk Among Smokers
J Natl Cancer Inst,
March 19, 2003;
95(6):
470 - 478.
[Abstract][Full Text][PDF]
M. Duffy and S. Gillig Cancer, Families, and Family Counselors
The Family Journal,
January 1, 2003;
11(1):
68 - 72.
[Abstract][PDF]
P. Yang, J. R. Cerhan, R. A. Vierkant, J. E. Olson, C. M. Vachon, P. J. Limburg, A. S. Parker, K. E. Anderson, and T. A. Sellers Adenocarcinoma of the Lung Is Strongly Associated with Cigarette Smoking: Further Evidence from a Prospective Study of Women
Am. J. Epidemiol.,
December 15, 2002;
156(12):
1114 - 1122.
[Abstract][Full Text][PDF]
C. B. Begg On the Use of Familial Aggregation in Population-Based Case Probands for Calculating Penetrance
J Natl Cancer Inst,
August 21, 2002;
94(16):
1221 - 1226.
[Abstract][Full Text][PDF]
S. Wacholder, N. Rothman, and N. Caporaso Counterpoint: Bias from Population Stratification Is Not a Major Threat to the Validity of Conclusions from Epidemiological Studies of Common Polymorphisms and Cancer
Cancer Epidemiol. Biomarkers Prev.,
June 1, 2002;
11(6):
513 - 520.
[Full Text][PDF]
G. B. Gori INDIVIDUALIZED OR POPULATION RISKS: WHAT IS THE ARGUMENT?
Am J Public Health,
December 1, 2001;
91(12):
1919 - 1919.
[Full Text][PDF]