Multistage carcinogenesis and the incidence of colorectal cancer

We use general multistage models to fit the age-specific incidence of colorectal cancers in the Surveillance, Epidemiology, and End Results registry, which covers ≈10% of the U.S. population, while simultaneously adjusting for birth cohort and calendar year effects. The incidence of colorectal cancers in the Surveillance, Epidemiology, and End Results registry is most consistent with a model positing two rare events followed by a high-frequency event in the conversion of a normal stem cell into an initiated cell that expands clonally to give rise to an adenomatous polyp. Only one more rare event appears to be necessary for malignant transformation. The two rare events involved in initiation are interpreted to represent the homozygous loss of adenomatous polyposis coli gene function. The subsequent transition of a preinitiated stem cell into an initiated cell capable of clonal expansion via symmetric division is predicted to occur with a frequency too high for a mutational event but may reflect a positional effect in colonic crypts. Our results suggest it is not necessary to invoke genomic instability to explain colorectal cancer incidence rates in human populations. Temporal trends in the incidence of colon cancer appear to be dominated by calendar year effects. The model also predicts that interventions, such as administration of nonsteroidal anti-inflammatory drugs, designed to decrease the growth rate of adenomatous polyps, are very efficient at lowering colon cancer risk substantially, even when begun later in life. By contrast, interventions that decrease the rate of mutations at the adenomatous polyposis coli locus are much less effective in reducing the risk of colon cancer.

[1]  S H Moolgavkar,et al.  Two-event model for carcinogenesis: biological, mathematical, and statistical considerations. , 1990, Risk analysis : an official publication of the Society for Risk Analysis.

[2]  K. Kinzler,et al.  Landscaping the Cancer Terrain , 1998, Science.

[3]  S H Moolgavkar,et al.  A stochastic two-stage model for cancer risk assessment. I. The hazard function and the probability of tumor. , 1988, Risk analysis : an official publication of the Society for Risk Analysis.

[4]  R. Doll,et al.  A mathematical model for the age distribution of cancer in man , 1969, International journal of cancer.

[5]  Junji Kato,et al.  Aberrant Crypt Foci of the Colon as Precursors of Adenoma and Cancer , 1998 .

[6]  E. Furth,et al.  Population risk and physiological rate parameters for colon cancer. The union of an explicit model for carcinogenesis with the public health records of the United States. , 2000, Mutation research.

[7]  A. Knudson Mutation and cancer: statistical study of retinoblastoma. , 1971, Proceedings of the National Academy of Sciences of the United States of America.

[8]  L. Roncucci,et al.  Aberrant crypt foci in colorectal carcinogenesis. Cell and crypt dynamics , 2000, Cell proliferation.

[9]  Nordling Co A New Theory on the Cancer-inducing Mechanism , 1953 .

[10]  L M Schuman,et al.  The effect of fecal occult-blood screening on the incidence of colorectal cancer. , 2000, The New England journal of medicine.

[11]  A. Feinberg,et al.  Microallelotyping defines the sequence and tempo of alleiic losses at tumour suppressor gene loci during colorectal cancer progression , 1995, Nature Medicine.

[12]  P. Pinsky A multi-stage model of adenoma development. , 2000, Journal of theoretical biology.

[13]  D. Hanahan,et al.  The Hallmarks of Cancer , 2000, Cell.

[14]  Giovanni Parmigiani,et al.  Prevalence of somatic alterations in the colorectal cancer cell genome , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[15]  J. Weber,et al.  Genetic mapping of a locus predisposing to human colorectal cancer. , 1993, Science.

[16]  W F Heidenreich,et al.  Some Properties of the Hazard Function of the Two‐Mutation Clonal Expansion Model , 1997, Risk analysis : an official publication of the Society for Risk Analysis.

[17]  M. Loeffler,et al.  Stem cells: attributes, cycles, spirals, pitfalls and uncertainties. Lessons for and from the crypt. , 1990, Development.

[18]  S. Goodman,et al.  Evidence that genetic instability occurs at an early stage of colorectal tumorigenesis. , 2001, Cancer research.

[19]  K. Kinzler,et al.  Clues to the pathogenesis of familial colorectal cancer. , 1993, Science.

[20]  E. Furth,et al.  Mutation, cell kinetics, and subpopulations at risk for colon cancer in the United States. , 1998, Mutation research.

[21]  J. Potter,et al.  Colorectal cancer: molecules and populations. , 1999, Journal of the National Cancer Institute.

[22]  J. Baron,et al.  Nonsteroidal anti-inflammatory drugs and cancer prevention. , 2000, Annual review of medicine.

[23]  P. Armitage,et al.  A Two-stage Theory of Carcinogenesis in Relation to the Age Distribution of Human Cancer , 1957, British Journal of Cancer.

[24]  C. Potten,et al.  Stem cells: the intestinal stem cell as a paradigm. , 2000, Carcinogenesis.

[25]  S. Skinner,et al.  Non-steroidal anti-inflammatory drugs with activity against either cyclooxygenase 1 or cyclooxygenase 2 inhibit colorectal cancer in a DMH rodent model by inducing apoptosis and inhibiting cell proliferation , 2001, Gut.

[26]  K. Loeb,et al.  Significance of multiple mutations in cancer. , 2000, Carcinogenesis.

[27]  Yu. D. Ivashchenko,et al.  Gastrointestinal stem cells and their role in carcinogenesis. , 1984, International review of cytology.

[28]  K. Kinzler,et al.  Mechanisms underlying nonsteroidal antiinflammatory drug-mediated apoptosis. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[29]  L Edler,et al.  Modeling cancer detection: tumor size as a source of information on unobservable stages of carcinogenesis. , 2001, Mathematical biosciences.

[30]  H. Esumi,et al.  Infrequent somatic mutation of the adenomatous polyposis coli gene in aberrant crypt foci of human colon tissue , 1998, Cancer.

[31]  C Lengauer,et al.  Genetic instability and darwinian selection in tumours. , 1999, Trends in cell biology.

[32]  L. Roncucci,et al.  Identification and quantification of aberrant crypt foci and microadenomas in the human colon. , 1991, Human pathology.

[33]  S. Tavaré,et al.  Investigating stem cells in human colon by using methylation patterns , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[34]  S H Moolgavkar,et al.  Mutation and cancer: a model for human carcinogenesis. , 1981, Journal of the National Cancer Institute.

[35]  K. Kinzler,et al.  Molecular determinants of dysplasia in colorectal lesions. , 1994, Cancer research.

[36]  B. Vogelstein,et al.  A genetic model for colorectal tumorigenesis , 1990, Cell.

[37]  E G Luebeck,et al.  Multistage carcinogenesis: population-based model for colon cancer. , 1992, Journal of the National Cancer Institute.

[38]  Ian Tomlinson,et al.  Selection, the mutation rate and cancer: Ensuring that the tail does not wag the dog , 1999, Nature medicine.

[39]  K. Kinzler,et al.  Top-down morphogenesis of colorectal tumors , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[40]  Bert Vogelstein,et al.  Mutational Analysis of the APC/β-Catenin/Tcf Pathway in Colorectal Cancer , 1998 .

[41]  J Straub,et al.  APC mutations in sporadic colorectal tumors: A mutational "hotspot" and interdependence of the "two hits". , 2000, Proceedings of the National Academy of Sciences of the United States of America.