Page 167 - 20dynamics of cancer
P. 167

152                                                 CHAPTER 8

                                     6
                                                                   8
                                     5  4
                                  Incidence  3  2               X  10 -4  4




                                     1                          R  2
                                     0  (a)                           (b)

                                          10  20   40  80             20      30    40  50
                                                Age                           Age


                              Figure 8.4  Age-specific incidence of inherited and sporadic colon cancer. (a)
                              Inherited colon cancer (FAP) caused by mutation of the APC gene (solid circles)
                                                              6
                              and sporadic cases (open circles) per 10 population, shown on a log 10 scale.
                              Description of the data in Figure 2.6. (b) Ratio of sporadic colon cancer incidence
                              (I C ) to inherited FAP incidence (I F ) at each age multiplied by 10 −4 , using the
                              data in the previous panel. From Frank (2005).

                              the ratio of sporadic to inherited age-specific incidence, R = I S /I I . This
                              ratio increases about 3-fold with age, varying between about 2–6 ×10 −4 .

                              RATIO OF SPORADIC TO INHERITED INCIDENCE
                                In Section 7.2, I developed theory to predict the ratio of age-specific
                              incidence between two genotypes under the assumption of simple step-
                              wise progression through n stages with constant transition rates. One
                              could certainly use more complex models, but there are not enough data
                              to justify particular assumptions. So I stick with the simplest model to
                              see how well it explains the data.
                                I start with the assumption that sporadic colon cancer requires pro-
                              gression through n stages. Inherited FAP requires progression through
                              only n − 1 stages, because at birth those individuals have already ad-
                              vanced by one stage. From Eq. (7.3), we have the ratio of sporadic to
                              inherited cases
                                                              ut
                                                         R ≈     ,                      (8.3)
                                                             n − 1
                              noting that the colon has multiple lines of progression, thus the ratio of
                              S n−2 /S n−1 in Eq. (7.3) will be close to one.
                                If transitions occur as somatic mutations, then the transition rate per
                              year is the mutation rate per cell division, v, multiplied by the number of
                              cell divisions per year, D, providing the substitution u = vD in Eq. (8.3).
   162   163   164   165   166   167   168   169   170   171   172