This analysis compared the efficacy and safety of sunitinib administered on Schedule 2/1 dosing versus Schedule 4/2 (i.e. weeks on/weeks off) using mechanism-based and semi-mechanistic pharmacokinetic/pharmacodynamic models. |
The models predicted that efficacy with sunitinib administered on Schedule 2/1 would be comparable to Schedule 4/2, but thrombocytopenia would be less severe on Schedule 2/1. |
Schedule 2/1 may be a preferred regimen for sunitinib in patients with advanced RCC or gastrointestinal stromal tumors as it is predicted to be as efficacious with better tolerability compared with Schedule 4/2. |
1 Introduction
2 Methods
2.1 Study Designs
2.2 Study Assessments
2.3 Pharmacokinetic (PK) Models
2.4 PK/Pharmacodynamic (PD) Model
2.5 Patient Population Simulation
3 Results
3.1 Baseline Patient Characteristics and Covariates
n
| Mean ± SD | Median | Range | |
---|---|---|---|---|
Continuous variables | ||||
Age, years | 647 | 57.6 ± 11.2 | 58 | 23–84 |
Body weight, kg | 641 | 77.4 ± 19.3 | 77.2 | 39.1–154 |
Height, cm | 631 | 169 ± 10.4 | 170 | 137–201 |
Body surface, m2
| 629 | 1.87 ± 0.255 | 1.87 | 1.24–2.6 |
AST, U/L | 637 | 24.8 ± 13.1 | 22 | 3–114 |
ALT, U/L | 637 | 25.6 ± 17.5 | 22 | 4–168 |
CrCl, mL/min | 631 | 81.8 ± 29.9 | 78.1 | 24.2–241 |
Diastolic BP, mmHg | 644 | 74.8 ± 10.6 | 75 | 20–100 |
ANC, 109/L | 591 | 5.06 ± 2.5 | 4.51 | 1.15–21.8 |
Platelet count, 109/L | 635 | 316 ± 137 | 280 | 102–1070 |
Lymphocyte count, 109/L | 591 | 1.62 ± 0.859 | 1.47 | 0.3–12.7 |
Hemoglobin, g/dL | 628 | 50.6 ± 53 | 14.1 | 5.1–163 |
LVEF, % | 424 | 64.4 ± 7.47 | 65 | 45–85 |
Categorical variables [n (%)] | ||||
Race | ||||
White | 472 (73.0) | |||
Black | 21 (3.2) | |||
Asian | 103 (15.9) | |||
Hispanic | 29 (4.5) | |||
Unknown | 22 (3.4) | |||
Sex | ||||
Male | 426 (65.8) | |||
Female | 221 (34.2) | |||
ECOG PS | ||||
0 | 297 (45.9) | |||
1 | 216 (33.4) | |||
2 | 132 (20.4) | |||
Unknown | 2 (0.3) | |||
Tumor type | ||||
RCC | 395 (61.1) | |||
GIST | 252 (38.9) | |||
Scheduleb
| ||||
4/2 | 410 (63.4) | |||
2/2 | 20 (3.1) | |||
2/1 | 5 (0.8) | |||
CDD | 212 (32.8) |
3.2 PK Models
Parameter | Sunitinib | SU12662 | ||
---|---|---|---|---|
Final model results | Bootstrap model results | Final model results | Bootstrap model results | |
Population mean estimates (95 % CI)a
| ||||
CL/F, L/h | 34.1 (32.7–35.5) | 34.9 (33.0–35.8) | 17.5 (16.5–18.5) | 17.3 (16.5–18.3) |
V
c/F, L | 2700 (2543–2857) | 2720 (2320–2800) | 2120 (1925–2315) | 2130 (1860–2420) |
K
a, h−1
| 0.126 (0.106–0.146) | 0.116 (0.134–0.201) | 0.102 (0.0714–0.133) | 0.108 (0.0733–0.154) |
t
lag, h | 0.527 (0.508–0.546) | 0.529 (0.507–0.954) | NA | NA |
V
p/F, L | 774 (713–835) | 806 (523–1210) | 751 (708–794) | 762 (535–1170) |
Q/F, L/h | 0.688 (0.651–0.725) | 0.676 (0.564–0.833) | 0.979 (0.904–1.05) | 1.01 (0.736–1.37) |
AGE on CL/F
| −0.00702 (−0.00916 to −0.00488) | −0.00772 (−0.00935 to −0.00553) | −0.00743 (−0.0103 to −0.00457) | −0.00777 (−0.0107 to −0.00465) |
RAC on CL/F
| −0.152 (−0.209 to −0.0954) | −0.158 (−0.216 to −0.101) | −0.205 (−0.278 to −0.132) | −0.200 (−0.273 to −0.118) |
SEX on CL/F
| −0.193 (−0.232 to −0.154) | −0.202 (−0.252 to −0.151) | −0.354 (−0.402 to −0.306) | −0.348 (−0.397 to −0.295) |
TUMR on CL/F
| 0.293 (0.230–0.356) | 0.275 (0.200–0.360) | 0.324 (0.223–0.425) | 0.326 (0.230–0.429) |
BWT on V
c/F
| 0.281 (0.128–0.434) | 0.281 (0.159–0.529) | 0.00892 (0.00614–0.0117) | 0.00752 (0.00351–0.0117) |
SEX on V
c/F
| −0.213 (−0.275 to −0.151) | −0.216 (−0.289 to −0.114) | −0.272 (−0.376 to −0.168) | −0.322 (−0.431 to −0.199) |
TUMR on V
c/F
| 0.420 (0.316–0.524) | 0.427 (0.311–0.637) | 0.635 (0.417–0.853) | 0.652 (0.435–0.929) |
Residual variability %CV (95 % CI)a
| ||||
41.7 (41.4–42.0) | 41.9 (39.0–44.0) | 36.9 (36.5–37.3) | 36.9 (34.8–38.7) | |
Interpatient variability %CV (95 % CI)a
| ||||
CL/F
| 24.6 (22.8–26.3) | 24.1 (21.1–27.0) | 36.3 (33.9–38.6) | 36.1 (32.8–39.7) |
V
c/F
| 23.0 (20.4–25.4) | 21.9 (15.8–29.4) | 47.3 (43.4–50.9) | 49.5 (40.0–60.0) |
K
a
| 166 (146–183) | 172 (152–202) | 126 (85.6–156) | 130 (100–155) |
3.3 Sequential PK/PD Models
Model results | Bootstrap results | ||||
---|---|---|---|---|---|
Estimate (95 % CI)a
| Intersubject variability (95 % CI)a
| Estimate (95 % CI)a
| Intersubject variability (95 % CI)a
| ||
Efficacy endpoint | |||||
Tumor sum of longest diameters | |||||
BASE, cm | 14.3 (12.9–15.7) | 91.7 (86.7–96.4) | 14.6 (12.8–16.5) | 91.5 (85.6–97.7) | |
K
out, h−1
| 0.000267 (0.000224–0.00031) | 72.2 (61.2–81.7) | 0.000270 (0.000190–0.000330) | 81.6 (66.3–95.9) | |
E
max
| 1 (FIXED) | – | 1 (FIXED) | – | |
EC50, ng/mL | 30.5 (19.3–41.7) | 182 (165–197) | 29.6 (17.0–44.7) | 186 (158–219) | |
K
tol, h−1
| 0.0000141 (0.00000881–0.0000194) | 84.9 (51.3–108) | 0.0000144 (0.00000685–0.0000219) | 101 (64.9–157) | |
BEC on BASE | 0.574 (0.321–0.827) | – | 0.546 (0.352–0.822) | – | |
RAC on BASE | −0.348 (−0.496 to −0.200) | – | −0.361 (−0.467 to −0.241) | – | |
SCH on BASE | −0.430 (−0.531 to −0.329) | – | −0.430 (−0.505 to −0.356) | – | |
SCH on K
out
| 1.01 (0.557–1.46) | – | 1.26 (0.383–2.45) | – | |
SCH on EC50
| 2.43 (0.901–3.96) | – | 2.60 (1.10–5.46) | – | |
TUMR on EC50
| 4.82 (2.15–7.49) | – | 4.72 (2.32–8.70) | – | |
Residual variability, % | 14.3 (14.1–14.5) | – | 14.2 (12.4–15.8) | – | |
Safety endpoints | |||||
Platelets | |||||
BASE, 109/L | 297 (287–307) | 34.4 (32.1–36.4) | 297 (285–308) | 34.2 (32.2–36.6) | |
MTT, h | 88.4 (84.2–92.6) | 22.1 (19.7–24.3) | 88.1 (66.4–107) | 21.9 (16.6–35.9) | |
E
max
| 0.154 (0.135–0.173) | 26.6 (20.1–31.8) | 0.156 (0.103–0.304) | 26.8 (16.4–34.6) | |
EC50, ng/mL | 65.0 (60.0–70.0) | 21.1 (18.0–23.8) | 66.0 (55.1–110) | 21.2 (16.7–25.4) | |
POW | 0.0895 (0.0861–0.0929) | – | 0.0898 (0.0638–0.117) | – | |
LAM | 3.09 (2.82–3.36) | – | 3.01 (2.13–3.98) | – | |
BWT on BASE | −0.00327 (−0.00473 to −0.00181) | – | −0.00326 (−0.0045 to −0.00153) | – | |
RAC on BASE | −0.255 (−0.321 to −0.189) | – | −0.253 (−0.315 to −0.197) | – | |
BEC on MTT | 0.118 (0.0474–0.189) | – | 0.118 (0.0495–0.244) | – | |
RAC on MTT | −0.195 (−0.249 to −0.141) | – | −0.189 (−0.260 to −0.0921) | – | |
BWT on E
max
| −0.00742 (−0.00935 to −0.00549) | – | −0.00752 (−0.00962 to −0.00553) | – | |
TUMR on EC50
| −0.108 (−0.155 to −0.0606) | – | −0.104 (−0.160 to −0.0548) | – | |
Residual variability, % | 24.0 (23.9–24.1) | – | 24.0 (22.8–25.2) | – | |
ANC | |||||
BASE, 109/L | 4.61 (4.42–4.80) | 30.6 (28.5–32.7) | 4.62 (4.43–4.82) | 30.5 (28.1–32.7) | |
MTT, h | 182 (177–187) | 16.3 (13.8–18.4) | 183 (172–192) | 15.9 (12.8–20.3) | |
E
max
| 0.126 (0.118–0.134) | 17.3 (13.7–20.3) | 0.127 (0.108–0.211) | 17.3 (11.8–21.3) | |
EC50, ng/mL | 11.1 (9.42–12.8) | 84.3 (75.0–92.7) | 11.8 (6.61–25.9) | 82.6 (48.8–120) | |
POW | 0.152 (0.145–0.159) | – | 0.151 (0.129–0.180) | – | |
LAM | 1.72 (1.41–2.03) | – | 1.74 (0.679–3.25) | – | |
BEC on BASE | 0.134 (0.070–0.198) | – | 0.136 (0.0680–0.192) | – | |
RAC on BASE | −0.297 (−0.351 to −0.243) | – | −0.294 (−0.350 to −0.236) | – | |
Residual variability, % | 28.9 (28.7–29.1) | – | 28.9 (27.8–30.1) | – | |
AST | |||||
BASE, U/L | 21.5 (20.7–22.3) | 31.8 (30.2–33.3) | 21.6 (20.6–22.5) | 31.9 (28.7–35.1) | |
K
out, h−1
| 0.0142 (0.0114–0.0170) | 120 (105–133) | 0.0139 (0.0108–0.0161) | 121 (94.9–141) | |
K
PD, mL/ng | 0.00572 (0.00536–0.00608) | 33.8 (31.0–36.3) | 0.00557 (0.00498–0.00600) | 40.8 (31.4–49.6) | |
TUMR on BASE | 0.117 (0.0564–0.178) | – | 0.100 (0.0284–0.175) | – | |
BEC on K
PD
| 0.200 (0.0928–0.307) | – | 0.211 (0.0813–0.367) | – | |
TUMR on K
PD
| −0.175 (−0.256 to −0.0941) | – | −0.121 (−0.231 to 0.00935) | – | |
Residual variability, % | 25.7 (25.6, 25.8) | – | 26.0 (24.9–27.3) | – | |
ALT | |||||
BASE, U/L | 21.2 (20.5–21.9) | 40.5 (38.2–42.7) | 21.2 (20.5–22.1) | 40.2 (37.4–43.6) | |
K
out, h−1
| 0.00916 (0.00667–0.0116) | 128 (102–150) | 0.00937 (0.00676–0.0126) | 126 (72.2–175) | |
K
PD, mL/ng | 0.00401 (0.00362–0.00440) | 57.0 (52.3–61.3) | 0.00400 (0.00347–0.00449) | 57.2 (41.8–71.6) | |
BWT on BASE | 0.376 (0.238–0.514) | – | 0.375 (0.226–0.498) | – | |
Residual variability, % | 37.3 (37.1–37.5) | – | 37.3 (35.1–39.2) | – | |
Lymphocyte count | |||||
BASE, 109/L | 1.51 (1.44–1.58) | 40.2 (38.2–42.2) | 1.50 (1.46–1.56) | 40.2 (37.4–43.4) | |
MTT, h | 243 (226–260) | 28.2 (23.7–32.0) | 247 (223–265) | 26.8 (14.8–40.0) | |
K
PD, mL/ng | 0.000687 (0.000603–0.000771) | 65.6 (56.7–73.3) | 0.000677 (0.000523–0.000817) | 70.5 (53.2–87.3) | |
POW | 0.200 (0.183–0.217) | – | 0.211 (0.138–0.286) | – | |
BEC on BASE | −0.121 (−0.180 to −0.0620) | – | −0.121 (−0.192 to −0.0523) | – | |
RAC on MTT |
–0.398 (–0.457 to −0.339) | – | −0.417 (−0.572 to −0.154) | – | |
SCH on K
PD
| −0.417 (−0.555 to −279) | – | −0.371 (−0.616 to −0.132) | – | |
Residual variability, % | 25.4 (25.2–25.6) | – | 25.4 (24.6–26.2) | – | |
Left ventricular ejection fraction | |||||
BASE, % | 62.2 (61.2–63.2) | 8.61 (7.49–9.60) | 61.9 (60.7–62.9) | 8.53 (7.46–9.37) | |
K
out, h−1
| 0.000656 (0.000409–0.000903) | 82.8 (0.0–119) | 0.000458 (0.0000783–0.0147) | 128 (57.7–266) | |
K
PD, mL/ng | 0.00131 (0.000965–0.00165) | 90.1 (67.3–108) | 0.00139 (0.000649–0.0026) | 104 (59.4–149) | |
RAC on BASE | 0.0891 (0.0568–0.121) | – | 0.0852 (0.0598–0.107) | – | |
SEX on BASE | 0.0421 (0.0184–0.0658) | – | 0.0454 (0.0195–0.0681) | – | |
Residual variability, % | 7.89 (7.74–8.04) | – | 8.27 (7.39–8.99) | – | |
Diastolic blood pressure | |||||
BASE, mmHg | 74.6 (74.0–75.2) | 9.38 (8.77–10.0) | 74.5 (73.8–75.2) | 9.36 (8.62–10.0) | |
K
out, h−1
| 0.0288 (0.0149–0.0427) | 108 (52.7–143) | 0.0290 (0.0140–0.0508) | 106 (37.4–181) | |
K
PD, mL/ng | 0.00184 (0.00169–0.00199) | 47.6 (39.0–54.9) | 0.00185 (0.00169–0.00207) | 47.7 (38.5–55.3) | |
BWT on BASE | 0.0691 (0.0383–0.0999) | – | 0.0707 (0.0373–0.104) | – | |
Residual variability, % | 10.4 (10.3–10.5) | – | 10.4 (10.0–10.7) | – |