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Chapter 86  Plasma Cell Neoplasms  1387


                                                                                                      Average no.
                   500                              Mutational load per patient
                   450                                                      INDELS                    120
                                                                            NON-SILENT substitutions
                   400    Total no. of genes in screen 2462                 SILENT substitutions
                  Number of variants  300  Cancer census* genes  2379                                  80
                   350
                                                83
                   250
                          Non cancer census genes
                   200
                                                                                                       40
                   150
                   100
                    50
                     0                                                                                  0   1
                        PD5855  PD4285  PD5877  PD4284  PD5876  PD5880  PD5898  PD5900  PD5856  PD5885  PD5888  PD5869  PD5884  PD5897  PD5867  PD5893  PD5857  PD5875  PD5879  PD5891  PD5896  PD5901  PD4293  PD5872  PD5873  PD5886  PD5851  PD5850  PD5865  PD5852  PD5860  PD5864  PD5866  PD5887  PD5882  PD5862  PD5871  PD5878  PD5895  PD4283  PD5859  PD5870  PD4295  PD5853  PD5858  PD5881  PD5890  PD4299  PD5868  PD4300  PD5892  PD5883  PD5894  PD5899  PD4288  PD5861  PD4301  PD4286
                 A                                         Patient
                                                           No change
                                                            1.5          ROBO1
                                                                                       Early = Late  Fertilized egg
                                                            Subcl. fraction late  1.0  TP53  100% tumor cells
                                                                                 48 mutations
                                                                                 Hyperdiploid;
                                                                                 1p-; ROBO1
                                                            0.5
                                                                                              common ancestor
                                                                                61% tumor cells  Most recent
                                                                                  6 mutations
                                                            0.0                      TP53
                                                              0.0  0.5  1.0  1.5
                                                                 Subcl. fraction early
                                                           Linear evolution
                                                            1.5                   Early        Late
                                                                                      100% tumor cells
                                                                BRAF                 Hyperdiploid; -13; KRAS
                                                                                       34 mutations
                                                            Subcl. fraction late
                                                            1.0
                                                            0.5
                                                                        KRAS     15% tumor cells  15% tumor cells
                                                                                 15 mutations  15 mutations
                                                                                 NF1      NF1
                                                            0.0           NF1                   41% tumor cells
                                                                                                20 mutations
                                                              0.0  0.5  1.0  1.5               BRAF
                                                                  Subcl. fraction early
                                                           Differential clonal response
                                                            1.5                    Early        Late
                                                                                       100% tumor cells
                                                               CD79A                   Hyperdiploid; 1p-;
                                                                                        56 mutations
                                                            Subcl. fraction late  0.5   +1q; BRAF
                                                            1.0
                                     Recurrent                          BRAF
                          Recurrent  10 –15%,5              0.0                25% tumor cells  5% tumor cells
                          5 –10%, 23                                           39 mutations  39 mutations
                                                                                            CD79A
                                             Recurrent         0.0  0.5  1.0  1.5  CD79A  51% tumor cells  86% tumor cells
                                             >20%,1               Subcl. fraction early  56 mutations  56 mutations
                                                           Branching evolution
                                Recurrent
                                <5%, 367                     1.5
                                                                TP53               Early  100% tumor cells  Late
                                                                                       20 mutations
                                                                                       Hyperdiploid
                                                            Subcl. fraction late       96% tumor cells
                                                             1.0
                                                                                       7 mutations
                                            Unique,          0.5                       17p-  98% tumor cells
                                                                                          11 mutations
                                            2066                                          Hom. Del of
                                                             0.0                  69% tumor  CDKN2C  61% tumor cells
                                                                                  cells 4 mutations
                                                              0.0  0.5  1.0  1.5                 8 mutations
                                                                                                    TP53
                                                                  Subcl. fraction early
                        B                                                               Bolli et al Nature Comm 2014
                            Fig. 86.3  (A) Total number of validated somatic variants for each patient in the cohort (top left), average
                            number of somatic variants per patients (top right), and frequency of unique and recurrent mutations (bottom
                            left). Two-dimensional density plots show the clustering of the fraction of tumor cells carrying each mutation
                            (black dots) at each time point (x = early sample, y = late sample; increasing intensity of red indicates the
                            location of a high posterior probability of a cluster). Right: Phylograms representing the clonal composition
                            of the tumor at each time point, where the length of each branch is proportional to the size of the clone (i.e.,
                            the number of variants) and the width to its clonality (i.e., the proportion of cells bearing each variant).
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