Page 109 - Applied Probability
P. 109

of pedigree founders with shared offspring but no unshared offspring.
                                   Without loss of generality, number the members of the set 1,... ,m
                                   and the remaining pedigree members m +1,... ,n. Show that
                                    (a) The kinship matrix Φ can be written as the partitioned matrix
                                                                              t
                                                                         t
                                                                5. Genetic Identity Coefficients  93

                                                              a 1 I m + a 2 11  1b
                                                     Φ=              t           ,
                                                                   b1        C
                                        where 1 is a column vector consisting of m 1’s, I m is the m × m
                                        identity matrix, a 1 and a 2 are real constants, b is a column vector
                                        with n−m entries, and C is the (n−m)×(n−m) kinship matrix
                                        of the n − m pedigree members not in the designated set.
                                                              t
                                    (b) The matrix a 1 I m + a 2 11 has 1 as eigenvector with eigenvalue
                                        a 1 + ma 2 and m − 1 orthogonal eigenvectors
                                                                     i−1
                                                                  1
                                                        u i  =          e j − e i ,
                                                                i − 1
                                                                     j=1
                                        i =2,... ,m, with eigenvalue a 1 . Note that each u i is perpen-
                                        dicular to 1.

                                                                   u i
                                    (c) The m−1 partitioned vectors     are orthogonal eigenvectors
                                                                    0
                                        of Φ with eigenvalue a 1 .
                                 7. We define the X-linked kinship coefficient Φ ij between two relatives
                                   i and j as the probability that a gene drawn randomly from an X-
                                   linked locus of i is i.b.d. to a gene drawn randomly from the same
                                   X-linked locus of j. When i = j, sampling is done with replacement.
                                   When either i or j is male, one necessarily selects the maternal gene.
                                   Show how the algorithm of Section 5.2 can be modified to compute
                                   the X-linked kinship matrix Φ of a pedigree [11].

                                 8. Selfing is a mating system used extensively in plant breeding. As its
                                   name implies, a plant is mated to itself, then one of its offspring is
                                   mated to itself, and so forth. Let f n be the inbreeding coefficient of the
                                                                                       1
                                   relevant plant after n rounds of selfing. Show that f n+1 = (1 + f n)
                                                                                       2
                                                                  n
                                                           n
                                   and therefore that f n =(2 − 1)/2 .
                                 9. Geneticists employ repeated sib mating to produce inbred lines of lab-
                                   oratory animals such as mice. At generation 0, two unrelated animals
                                   are mated to produce generation 1. A brother and sister of generation
                                   1 are then mated to produce generation 2, and so forth. Let φ n be the
                                   kinship coefficient of the brother–sister combination at generation n,
                                   and let f n be their common inbreeding coefficient. Demonstrate that
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