Phase I-II, single-arm, non-randomized, open-label, multicenter, international clinical trial, with two stages. Stage one has two cohorts (soft tissue sarcoma and bone sarcoma) and stage two has eight cohorts (DDCS, EMC, VS, SFT, CCS, ASPS, UPS, LMS and OS). Nine sites in Spain, 3 sites in Italy and 1 site in the United Kingdom. Stage 1 (PHASE 1 and PHASE 2) Objective: To determine the recommended dose of the sunitinib plus nivolumab combination for phase II part. To evaluate the efficacy of the sunitinib plus nivolumab combination as measured by the progression-free survival rate (PFSR) at 6 months in patients with advanced soft tissue and bone sarcomas. Treatment: Adult patients will receive an initial induction phase (IP) from day 1 to day 14 of sunitinib 37.5 mg/day followed by a maintenance phase (MP) of sunitinib 37.5 mg/day continuously + nivolumab 3 mg/kg intravenous every 2 weeks infused over 1 hour. If three or more DLTs occur from day 15 to 42, for an initial set of 10 patients, sunitinib dose will be lowered to 25 mg/day or treatment schedule will be changed to 2 weeks on and one week off until recovery from toxicities. Stage 2 C1 to 6 Objective: To evaluate the efficacy of the sunitinib plus nivolumab combination as measured by PFSR at 6 months (CS/DDCS, EMC, VS, SFT, CCS cohorts) and at 12 months (ASPS cohort). Treatment: Adult patients will receive an initial induction phase (IP) from day 1 to day 14 of sunitinib 37.5 mg/day followed by a maintenance phase (MP) of sunitinib 25mg/day continuously + nivolumab 240mg every 2 weeks. Pediatric patients will receive an initial IP from day 1 to day 14 of (\<18 years) sunitinib at 25 mg/day unless the body surface area (BSA) of the patient is \>1.7. If BSA is \>1.7, then sunitinib 37.5 mg/day will be given followed by a MP of sunitinib 25 mg/day continuously + nivolumab 240 mg every 2 weeks regimen (if weight β₯40 kg) or sunitinib 25 mg/day continuously + nivolumab 3 mg/kg every 2 weeks regimen (if weight \<40kg). C 7 Objective: To determine the MTD of the epirubicin + ifosfamide + nivolumab combination in undifferentiated pleomorphic sarcoma and of the doxorubicin + dacarbazine + nivolumab combination in leiomyosarcoma. Treatment:Cohort 7a dose level 0: Patients will receive epirubicin dose of 60 mg/m2/d, d1 and d2 IV 20 minutes; followed by ifosfamide 3 g/m2/d d1-3, IV 3h with MESNA protection (40% of total dose of ifosfamide in each administration at 0, 3 and 6 h from ifosfamide initiation). Once finished Ifosfamide infusion of day 3, nivolumab is administered during 30 minutes, at dose of 360 mg IV, Q3W. GCSF support is mandatory. If three or more DLTs occur nivolumab dose will be lowered to dose level -1. Cohort 7b dose level 0: Patients will receive doxorubicin at dose of 75 mg/m2/d, d1 IV 20 minutes; followed by dacarbazine 400 mg//m2/d IV 60 minutes. Dacarbazine is administered also on day 2 of cycle. Once finished Dacarbazine infusion of day 2, nivolumab is administered for 30 minutes, at dose of 360 mg IV, Q3W. GCSF support is mandatory. If three or more DLTs occur nivolumab dose will be lowered to dose level -1 where patients will receive doxorubicin at dose of 75 mg/m2/d, d1 IV 20 minutes; followed by dacarbazine 400 mg//m2/d IV 60 minutes. Dacarbazine is administered also on day 2 of cycle. Once finished dacarbazine infusion of day 2, nivolumab is administered for 30 minutes, at dose of 240 mg IV, Q3W. GCSF support is mandatory. One-year maintenance of nivolumab is foreseen in the absence of progressive disease. C 8 Objectives:To determine the MTD of the MAP + nivolumab combination (phase I). Proportion of patients achieving good pathological response (phase II) Treatment dose level 0: In the IP, patients will receive CDDP 120 mg/m2 in 48h IV infusion (days 1-2) followed by doxorubicin 75 mg/m2 in 48h IV infusion (days 3-4). CDDP and doxorubicin will be given on days 1-4 and 36-39. Nivolumab administration will start on day 4 at flat dose 240 mg (after the end of doxorubicin), being the following doses administered on days 18, 39, and 53 (240 mg). HD methotrexate at 12 g/m2 in 2-h infusion will be administered on days 22, 29, 57, and 64. Surgery will be performed after finishing IP. Adjuvant chemotherapy will be administered after surgery. During the MP patients will receive nivolumab on day 210, every two weeks up to day 364. If three or more DLTs occur, then nivolumab dose level -1 will be activated.
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Stage 1 - PHASE 1
Timeframe: 6 months
Stage 1 - PHASE 2
Timeframe: 6 months
Stage 2 - Cohort 1-6: Progression-free survival rate (PFSR)
Timeframe: 6 months for CS/DDCS, EMC, VS, SFT, and CCS and 12 months for ASPS
Stage 2 - Cohort 7: Maximum tolerated dose (MTD)
Timeframe: 1 year
Stage 2 - Cohort 8: Maximum tolerated dose (MTD)
Timeframe: 1 year