Table 1.
Selection percentage of dose-schedule combination and number of patients treated for the leukemia trial. “Sce” and “Sch” denote the scenario and schedule numbers, respectively. Each pair in parentheses denotes the true probabilities of toxicity and efficacy (multiplied by 100) for the dose-schedule combination with the schedule given in the same row and the dose specified above in the same column. The underlined pairs are target dose-schedule combinations with a toxicity probability ≤ 0.3 and an efficacy probability ≥ 0.3. π01 represents the joint probability of efficacy and no toxicity. Independence between toxicity and efficacy responses is assumed in generating the data. “None” denotes the percentage of the times that no combination is selected. “Tox” denotes the overall percentage of toxicity. “Eff” denotes the overall percentage of efficacy.
Dose
| |||||||||
---|---|---|---|---|---|---|---|---|---|
Sce | Sch | 1 | 2 | 3 | 4 | 5 | None | Tox | Eff |
1 | 1 | (10, 55) | (20, 58) | (30, 60) | (35, 62) | (50, 65) | |||
π01 | .50 | .46 | .42 | .40 | .33 | ||||
BIT-2d | 41.1 (15.4) | 23.7 (11.6) | 4.5 (6.7) | .7 (3.8) | 0 (1.5) | ||||
BIT-1d | 42.9 (15.8) | 11.9 (7.9) | 1.7 (3.7) | .2 (1.8) | 0 (.7) | ||||
CRM+AR | 38.3 (11) | 13.9 (8.3) | 4.5 (7.2) | 1.1 (3.9) | .3 (1.1) | ||||
1 | 2 | (15, 58) | (25, 59) | (35, 61) | (45, 64) | (70, 70) | |||
π01 | .49 | .44 | .40 | .35 | .21 | ||||
BIT-2d | 25.0 (11.9) | 4.8 (6.0) | 0 (2.3) | 0 (.7) | 0 (.1) | .2 | 20 | 58 | |
BIT-1d | 38.4 (18.7) | 4.4 (6.7) | .5 (2.8) | 0 (1.1) | 0 (.3) | 0 | 19 | 58 | |
CRM+AR | 30.7 (12) | 8.0 (7.7) | 2.7 (5.6) | .5 (2.4) | 0 (.4) | 0 | 23 | 59 | |
| |||||||||
2 | 1 | (1, 15) | (1.5, 20) | (2, 25) | (2.5, 20) | (3, 15) | |||
π01 | .15 | .20 | .25 | .20 | .15 | ||||
BIT-2d | .4 (3.7) | 1.7 (3.9) | 3.5 (4.7) | 1.9 (3.9) | .4 (3.4) | ||||
BIT-1d | .7 (5.4) | 1.7 (5.9) | 3.1 (7.9) | 1.6 (5.9) | .9 (4.7) | ||||
CRM+AR | .7 (4.6) | 2.5 (4.8) | 4.0 (5.3) | 1.2 (5.0) | .2 (7.1) | ||||
2 | 2 | (9, 25) | (10, 45) | (11, 65) | (12, 85) | (35, 70) | |||
π01 | .23 | .41 | .58 | .75 | .46 | ||||
BIT-2d | 2.2 (4.0) | 11.0 (5.7) | 29.1 (9.2) | 49.1 (17.7) | .3 (3.7) | .4 | 9 | 52 | |
BIT-1d | 3.9 (5.4) | 20.5 (6.8) | 36.8 (8.0) | 30.5 (7.0) | .3 (2.3) | 0 | 7 | 39 | |
CRM+AR | 2.5 (6.9) | 15.8 (6.8) | 29.8 (7.5) | 41.0 (7.5) | 2.2 (7.5) | .1 | 9 | 40 | |
| |||||||||
3 | 1 | (10, 15) | (12, 20) | (30, 25) | (35, 30) | (50, 40) | |||
π01 | .14 | .18 | .18 | .20 | .20 | ||||
BIT-2d | 3.8 (5.6) | 5.8 (6.0) | 6.9 (5.3) | 3 (3.7) | .2 (1.7) | ||||
BIT-1d | 2.0 (8.6) | 4.3 (8.4) | 3.3 (6.3) | 2.0 (3.4) | 0 (1.1) | ||||
CRM+AR | 2.7 (7.3) | 6.4 (7.2) | 3.7 (7.3) | 2.6 (4.4) | .2 (1.5) | ||||
3 | 2 | (12, 20) | (15, 55) | (40, 56) | (50, 58) | (70, 70) | |||
π01 | .18 | .47 | .34 | .29 | .21 | ||||
BIT-2d | 4.8 (5.5) | 68.3 (22.7) | 2.9 (6.1) | 0 (1.3) | 0 (.1) | 4.3 | 21 | 40 | |
BIT-1d | 5.9 (6.6) | 75.3 (17.6) | 6.4 (4.7) | .3 (1.6) | 0 (.4) | .5 | 20 | 35 | |
CRM+AR | 5.2 (9.0) | 69.2 (13) | 6.6 (7.4) | 1.5 (2.6) | .8 (.4) | 1.1 | 22 | 35 | |
| |||||||||
4 | 1 | (9, 20) | (12, 25) | (15, 35) | (18, 45) | (20, 55) | |||
π01 | .18 | .22 | .30 | .37 | .44 | ||||
BIT-2d | 2.1 (4.6) | 3.9 (4.5) | 9.9 (5.9) | 15.3 (7.1) | 12.5 (7.4) | ||||
BIT-1d | 1.3 (7.1) | 2.9 (6.3) | 7.0 (6.4) | 6.9 (5.5) | 4.7 (3.6) | ||||
Ind YLJ | 3.7 (5.4) | 3.6 (5.1) | 5.6 (5.2) | 11.4 (6.0) | 17.9 (6.6) | ||||
CRM+AR | 1.7 (6.8) | 3.9 (5.7) | 7.7 (6.9) | 13.0 (6.6) | 9.7 (4.9) | ||||
4 | 2 | (11, 50) | (30, 55) | (40, 57) | (50, 59) | (60, 61) | |||
π01 | .45 | .39 | .34 | .30 | .24 | ||||
BIT-2d | 41.3 (15.2) | 10.6 (8.6) | .9 (3.6) | .1 (1.0) | 0 (.2) | 3.4 | 19 | 45 | |
BIT-1d | 65.1 (19.6) | 11.0 (7.5) | 1.1 (2.8) | 0 (.9) | 0 (.2) | 0 | 17 | 43 | |
CRM+AR | 52.2 (13) | 9.5 (9.1) | 1.7 (5.4) | .4 (1.6) | .1 (.2) | .1 | 20 | 44 | |
| |||||||||
5 | 1 | (5, 5) | (8, 10) | (10, 40) | (28, 50) | (49, 70) | |||
π01 | .05 | .09 | .36 | .36 | .36 | ||||
BIT-2d | 1.2 (3.6) | 1.7 (3.9) | 50.9 (14.5) | 35.6 (13.0) | 1.4 (7.4) | ||||
BIT-1d | .3 (4.1) | 2.1 (4.2) | 51.4 (10.6) | 28.0 (6.9) | 2.7 (2.6) | ||||
CRM+AR | .1 (4.8) | 1.7 (5.1) | 55.6 (11) | 23.5 (9.2) | 3.7 (3.9) | ||||
5 | 2 | (8, 3) | (9, 8) | (10, 20) | (49, 70) | (60, 90) | |||
π01 | .03 | .08 | .18 | .36 | .36 | ||||
BIT-2d | .8 (3.3) | 1.6 (3.5) | 4.3 (4.2) | 0 (2.4) | 0 (3.1) | 2.5 | 20 | 38 | |
BIT-1d | .2 (5.0) | 1.2 (5.8) | 11.1 (9.2) | .1 (3.1) | 1.5 (5.6) | 1.4 | 18 | 31 | |
CRM+AR | .2 (5.1) | .4 (4.9) | 8.2 (7.7) | 3.8 (6.5) | 1.5 (1.5) | 1.3 | 20 | 34 | |
| |||||||||
6 | 1 | (1, 20) | (3, 40) | (4, 60) | (5, 70) | (40, 75) | |||
π01 | .20 | .39 | .58 | .67 | .45 | ||||
BIT-2d | .7 (3.5) | 4.4 (4.7) | 29.8 (10.8) | 47.3 (14.8) | .4 (5.1) | ||||
BIT-1d | .2 (3.6) | 8.1 (5.7) | 34.0 (8.8) | 35.2 (8.7) | .2 (3.2) | ||||
CRM+AR | .5 (4.6) | 7.5 (5.7) | 25.5 (6.8) | 38.6 (7.7) | .9 (6.8) | ||||
6 | 2 | (5, 22) | (8, 35) | (15, 65) | (20, 70) | (50, 80) | |||
π01 | .21 | .32 | .55 | .56 | .40 | ||||
BIT-2d | .6 (3.3) | 1.2 (3.8) | 11.6 (7.0) | 3.4 (4.8) | 0 (1.9) | .6 | 11 | 59 | |
BIT-1d | .7 (5.4) | 3.3 (6.8) | 14.8 (9.9) | 3.5 (5.1) | 0 (2.1) | 0 | 11 | 54 | |
CRM+AR | .5 (5.3) | 3.3 (5.5) | 13.5 (7.3) | 9.7 (6.9) | 0 (3.4) | 0 | 14 | 55 | |
| |||||||||
7 | 1 | (1, 5) | (2, 10) | (3, 15) | (4, 20) | (5, 25) | |||
π01 | .05 | .10 | .15 | .19 | .24 | ||||
BIT-2d | 0 (3.1) | 0 (3.1) | .2 (3.3) | .4 (3.4) | .8 (3.5) | ||||
BIT-1d | 0 (4.0) | .1 (4.8) | .3 (5.6) | .8 (7.4) | 1.2 (7.8) | ||||
CRM+AR | 0 (3.8) | 0 (4.0) | .1 (4.5) | .3 (4.9) | .5 (7.8) | ||||
7 | 2 | (1.5, 5) | (2.5, 25) | (3.5, 45) | (4.5, 65) | (5.5, 85) | |||
π01 | .05 | .24 | .43 | .62 | .80 | ||||
BIT-2d | 0 (3.0) | .6 (3.5) | 6.7 (5.3) | 29.4 (10.7) | 61.4 (20.9) | .5 | 4 | 51 | |
BIT-1d | 0 (3.1) | 1.3 (3.7) | 13.8 (5.6) | 41.2 (8.8) | 41.3 (8.8) | 0 | 4 | 36 | |
CRM+AR | 0 (3.8) | .8 (5.1) | 8.9 (6.9) | 24.9 (11.0) | 64.5 (8.2) | 0 | 4 | 39 | |
| |||||||||
8 | 1 | (8, 15) | (10, 35) | (12, 52) | (45, 55) | (55, 60) | |||
π01 | .14 | .32 | .46 | .30 | .27 | ||||
BIT-2d | 2 (4.4) | 21.4 (9.3) | 53.8 (18.5) | 1 (6.4) | 0 (2.1) | ||||
BIT-1d | 1.3 (4.9) | 22.2 (8.5) | 47.2 (10.6) | 2.5 (3.5) | .3 (1.2) | ||||
CRM+AR | 1.3 (6.4) | 20.8 (8.2) | 52.8 (11) | 1.9 (6.2) | .1 (1.7) | ||||
8 | 2 | (13, 15) | (20, 35) | (30, 52) | (50, 75) | (65, 78) | |||
π01 | .13 | .28 | .36 | .38 | .27 | ||||
BIT-2d | 1.6 (3.7) | 8.8 (5.5) | 7.4 (5.8) | 0 (2.0) | 0 (.1) | 4.0 | 21 | 44 | |
BIT-1d | 1.4 (6.9) | 15.0 (11.9) | 9.8 (7.5) | .2 (2.1) | 0 (.4) | .1 | 20 | 40 | |
CRM+AR | 1.0 (7.9) | 10.4 (8.2) | 10.4 (7.1) | 1.0 (3.1) | 0 (.5) | .3 | 22 | 40 | |
| |||||||||
9 | 1 | (8, 20) | (10, 50) | (40, 40) | (45, 40) | (60, 35) | |||
π01 | .18 | .45 | .24 | .22 | .14 | ||||
BIT-2d | 6 (6.8) | 84.7 (33.9) | 4.9 (6.8) | .6 (3.0) | 0 (.6) | ||||
BIT-1d | 8.6 (6.2) | 78.3 (16.0) | 6.8 (4.5) | 1.4 (2.0) | 0 (.5) | ||||
CRM+AR | 3.2 (9.5) | 88.2 (21.0) | 2.3 (9.0) | .9 (3.7) | .3 (.8) | ||||
9 | 2 | (50, 40) | (60, 50) | (70, 55) | (80, 70) | (90, 75) | |||
π01 | .20 | .20 | .17 | .14 | .08 | ||||
BIT-2d | 1.3 (5.7) | .1 (1.9) | 0 (.2) | 0 (0) | 0 (0) | 2.4 | 21 | 44 | |
BIT-1d | 1.3 (13.8) | 0 (2.2) | 0 (.2) | 0 (0) | 0 (0) | 3.6 | 29 | 41 | |
CRM+AR | .6 (14) | .3 (1.1) | .2 (.2) | .7 (0) | .5 (0) | 2.8 | 27 | 41 | |
| |||||||||
10 | 1 | (40, 5) | (50, 15) | (60, 25) | (70, 35) | (80, 45) | |||
π01 | .03 | .08 | .10 | .11 | .09 | ||||
BIT-2d | 1.4 (7.1) | .6 (4.5) | .2 (1.0) | 0 (.1) | 0 (.0) | ||||
BIT-1d | 2.2 (7.2) | 5.5 (4.4) | .8 (.8) | 0 (.1) | 0 (0) | ||||
CRM+AR | 0 (14) | 0 (2.4) | 0 (.7) | .4 (.1) | .2 (.1) | ||||
10 | 2 | (50, 10) | (60, 25) | (70, 40) | (80, 55) | (90, 70) | |||
π01 | .05 | .10 | .12 | .11 | .07 | ||||
BIT-2d | .2 (3.6) | 0 (.8) | 0 (.0) | 0 (0) | 0 (0) | 97.6 | 47 | 11 | |
BIT-1d | .9 (7.9) | .2 (2.7) | 0 (.2) | 0 (.0) | 0 (0) | 90.4 | 48 | 12 | |
CRM+AR | 0 (13) | .1 (1.5) | .3 (.3) | .1 (0) | 0 (0) | 98.9 | 49 | 9 | |
| |||||||||
11 | 1 | (2, 5) | (4, 10) | (6, 15) | (20, 30) | (30, 20) | |||
π01 | .05 | .10 | .14 | .24 | .14 | ||||
BIT-2d | .2 (3.4) | .6 (3.7) | 1.3 (4.0) | 6.5 (5.8) | .5 (3.2) | ||||
BIT-1d | 0 (4.3) | .5 (5.5) | .8 (6.4) | 4.9 (9.0) | .6 (4.0) | ||||
CRM+AR | .2 (4.3) | .3 (4.5) | .8 (5.0) | 3.9 (6.9) | .9(6.9) | ||||
11 | 2 | (5, 20) | (7, 40) | (8, 60) | (45, 50) | (55, 40) | |||
π01 | .19 | .37 | .55 | .28 | .18 | ||||
BIT-2d | 2.2 (4.5) | 20.5 (9.7) | 66.8 (20.1) | .7 (4.4) | 0 (1.0) | .7 | 13 | 38 | |
BIT-1d | 3.6 (4.9) | 27.8 (8.3) | 60.4 (12.1) | 1.2 (3.4) | 0 (1.5) | .2 | 13 | 32 | |
CRM+AR | 2.2 (6.2) | 21.2 (8.2) | 69.0 (11) | 1.3 (6.5) | .2 (6.5) | 0 | 16 | 33 | |
| |||||||||
12 | 1 | (1, 5) | (2, 25) | (3, 45) | (4, 65) | (5, 85) | |||
π01 | .05 | .25 | .44 | .62 | .81 | ||||
BIT-2d | 0 (3.0) | .3 (3.4) | 5.1 (4.9) | 26.5 (10.6) | 65.8 (23.8) | ||||
BIT-1d | 0 (3.1) | 1.3 (3.7) | 11.2 (5.5) | 36.3 (8.4) | 42.4 (9.2) | ||||
CRM+AR | 0 (3.7) | .8 (5.1) | 6.1 (6.5) | 22.0 (7.7) | 66.9 (7.7) | ||||
12 | 2 | (5, 5) | (10, 28) | (20, 48) | (30, 65) | (40, 70) | |||
π01 | .05 | .25 | .38 | .46 | .42 | ||||
BIT-2d | 0 (3.0) | .4 (3.3) | 1.4 (3.5) | .4 (3.0) | 0 (1.4) | .1 | 8 | 60 | |
BIT-1d | 0 (3.7) | 1.5 (8.1) | 5.2 (9.9) | 1.9 (5.0) | .2 (1.9) | 0 | 11 | 49 | |
CRM+AR | 0 (4.3) | 1.0 (5.6) | 2.2 (7.2) | 1.0 (5.9) | 0 (5.9) | 0 | 10 | 50 |