scholarly journals AAA: triple adaptive Bayesian designs for the identification of optimal dose combinations in dual‐agent dose finding trials

2018 ◽  
Vol 68 (2) ◽  
pp. 385-410
Author(s):  
Jiaying Lyu ◽  
Yuan Ji ◽  
Naiqing Zhao ◽  
Daniel V. T. Catenacci
2008 ◽  
Vol 19 (11) ◽  
pp. 1011-1022
Author(s):  
Masahiro Okashiro ◽  
Takahisa Kawashima ◽  
Noboru Ishii ◽  
Yusuke Itagaki ◽  
Yukiko Watanabe ◽  
...  

2011 ◽  
Vol 31 (3) ◽  
pp. 217-234 ◽  
Author(s):  
Valerii Fedorov ◽  
Yuehui Wu ◽  
Rongmei Zhang

2012 ◽  
Vol 30 (4_suppl) ◽  
pp. 505-505 ◽  
Author(s):  
Hideya Kashihara ◽  
Mitsuo Shimada ◽  
Nobuhiro Kurita ◽  
Masanori Nishioka ◽  
Takashi Iwata ◽  
...  

505 Background: Although Irinotecan prolongs survival, it causes severe diarrhea and neutropenia. Recent pharmacogenetic studies on irinotecan have revealed significant associations of UDP-glucuronosyltransferase 1A1 (UGT1A1) polymorphisms *28 and *6, the latter being specifically detected in East Asians resulting in severe toxicity. It is necessary that the dose-finding trial that decided the optimal dose according to the gene polymorphism to draw out the maximum therapeutic effect while evading the side effect. Previously, we showed UGT1A1 polymorphisms in Japanese patients (2011 ASCO-GI). Here, we present the interim report of prospective trial of the safety about FOLFIRI therapy according to each gene type of UGT1A1 for Japanese patients with advanced CRC. Methods: From 2008, 250 Japanese patients in TOKUSHIMA University were enrolled in this study. Homo group (*6/*6 and *28/*28 or a both hetero types), hetero group (It was *28 and either *6 was hetero type), and wild group (*28 and *6 were wild types) were defined. On the 30 patients with advanced CRC treated with FOLFIRI after standard chemotherapy, wild and homo groups were administered 150mg/m2 irinotecan, and homo group was 100mg/m2. The incidences of severe toxicities in each gene type of UGT1A1 and the response rate in FOLFIRI therapy were investigated. Results: In Japanese people, UGT1A1*6 polymorphisms were higher than *28 (*6 homo 3%, hetero 27% vs *28 homo 0.5%, hetero 13%). On the 30 patients with advanced CRC treated with FOLFIRI, the genotypes of UGT1A1*28 were homozygous in 1 (3%) and heterozygous in 6 (20%), *6 were homozygous in 0 and heterozygous in 8 (27%). In *6 heterozygous patients, severe toxicities (grade 3 or more) were found (38%). In *28 heterozygous patients, 1 patient (17%) showed severe toxicities. There was no decrease of irinotecan doses in each group. The number of course to PD was 7.6 (1-23). Regarding the response rate, PR, SD, PD was observed in 2 (7%), 6 (20%) and 18 patients (60%), respectively. Conclusions: In our interim report, the dosages of irinotecan based on UGT1A1 polymorphisms are safety in FOLFIRI therapy.


Blood ◽  
2021 ◽  
Vol 138 (Supplement 1) ◽  
pp. 312-312
Author(s):  
Mhairi Copland ◽  
Daniel Slade ◽  
Graham McIlroy ◽  
Gillian Horne ◽  
Jennifer Byrne ◽  
...  

Abstract Background Outcomes for patients with blast-phase chronic myeloid leukaemia (BP-CML) are extremely poor, and allogeneic stem cell transplantation (alloSCT) represents the only opportunity for cure. Crucially, long-term survival post-transplant depends on first attaining a return to chronic phase though salvage treatment. Novel strategies that improve response and can optimise transplant outcomes are therefore required. In the era of tyrosine kinase inhibitors (TKIs), BP-CML has become an orphan disease. Consequently, the prospective trials needed to guide clinical practice are rarely attempted. We now report the final results of the prospective MATCHPOINT trial which uses an innovative EffTox design to investigate the activity and tolerability of the TKI ponatinib in combination with high-dose chemotherapy, to improve remission status and transplant outcomes in BP-CML. Methods and patients Between March 2015 and April 2018, 17 patients were recruited through the UK Trials Acceleration Programme to this dose-finding, seamless phase I/II trial of daily ponatinib combined with fludarabine, cytarabine, granulocyte colony-stimulating factor and idarubicin (PON-FLAG-IDA) salvage therapy. We employed EffTox, an advanced Bayesian method to simultaneously consider response to treatment (efficacy) and dose-limiting toxicity (DLT) in all treated patients, providing a single measure of clinical utility, which then informed the subsequent dose level recommendation. The primary objective was to determine the optimal dose of ponatinib, in combination with chemotherapy, as determined by the EffTox model. The primary outcomes were attainment of a second chronic phase and occurrence of a DLT. Secondary outcomes investigated the toxicity of combination therapy, alloSCT outcomes, and survival. The median follow-up of trial patients is 41 months. Results Nine patients completed one cycle of PON-FLAG-IDA, a further eight patients completed both planned cycles. Using an EffTox analysis, the optimal dose of ponatinib was determined as 30mg once daily. Eleven patients achieved a return to chronic phase and four experienced a DLT, fulfilling the pre-specified criteria for clinically relevant efficacy and toxicity. After PON-FLAG-IDA salvage, eight patients attained complete cytogenetic response and five major molecular response (MMR). The most common grade 3-4 non-hematologic toxicities were febrile neutropenia (29% of patients), lung infection (24%), fever (18%) and hypocalcaemia (18%). Three patients experienced treatment-related mortality. Twelve patients proceeded to alloSCT, of whom seven are alive after median 36 months post-transplant follow-up. Only one of the five patients achieving MMR relapsed post-alloSCT, neither of the other relapsing patients achieved a second chronic phase pre-transplant. Median overall survival (OS) of the whole cohort was 12 months (95% confidence interval 6 months to non-calculable), median OS of patients undergoing alloSCT has not been reached. Conclusions Ponatinib has shown that it can be safely combined with high-dose chemotherapy to achieve a return to chronic phase in patients with BP-CML, and represents an effective novel treatment strategy in this high-risk population. Responding patients subsequently undergoing alloSCT can benefit from long-term disease-free survival. The EffTox method enabled very efficient data usage from this high-risk patient population, and is a model for investigating novel therapies in other ultra-orphan cancers. Figure: Overall survival of the MATCHPOINT cohort Figure 1 Figure 1. Disclosures Copland: Incyte: Honoraria, Research Funding, Speakers Bureau; Novartis: Honoraria, Speakers Bureau; Pfizer: Honoraria, Speakers Bureau; Jazz: Honoraria, Speakers Bureau; Astellas: Honoraria, Speakers Bureau; Cyclacel Ltd: Research Funding. Byrne: Incyte: Honoraria. Rothwell: Novartis: Honoraria; Incyte: Honoraria; Pfizer: Honoraria; Daiichi Sankyo: Honoraria. Brock: Eli Lily: Honoraria; Invex Therapeutics: Honoraria; Merck: Honoraria; Roche: Honoraria; AstraZeneca: Current holder of individual stocks in a privately-held company; GSK: Current holder of individual stocks in a privately-held company. De Lavallade: Pfizer, Novartis.: Honoraria; Bristol Myers Squibb, Incyte: Honoraria, Research Funding. Craddock: Novartis Pharmaceuticals: Other: Advisory Board ; Celgene/BMS: Membership on an entity's Board of Directors or advisory committees, Research Funding. Clark: Novartis: Honoraria, Research Funding; Bristol-Myers Squibb: Honoraria, Research Funding; Pfizer: Honoraria. Smith: Daiichi Sankyo: Speakers Bureau; Pfizer: Speakers Bureau; ARIAD: Honoraria. Milojkovic: Novartis: Honoraria, Speakers Bureau; Bristol-Myers Squibb: Honoraria, Speakers Bureau; Pfizer: Honoraria, Speakers Bureau; Incyte: Honoraria, Speakers Bureau. Yap: Faron Pharmaceuticals: Honoraria; Celgene: Honoraria. OffLabel Disclosure: Ponatinib for the treatment of blast-phase CML


2021 ◽  
Vol 39 (15_suppl) ◽  
pp. 3005-3005
Author(s):  
Irene Brana ◽  
Geoffrey Shapiro ◽  
Melissa Lynne Johnson ◽  
Helena Alexandra Yu ◽  
Debbie Robbrecht ◽  
...  

3005 Background: SHP2 transduces signals from activated receptor tyrosine kinases to downstream pathways including MAPK. TNO155 is a selective, allosteric, oral inhibitor of SHP2. Methods: CTNO155X2101 (NCT03114319) is an ongoing first-in-human, open-label dose escalation/expansion trial of TNO155 in adults with advanced solid tumors. The primary objective is to characterize the safety and tolerability of TNO155 and identify regimen(s) for future study. Secondary assessments included pharmacokinetics, pharmacodynamics, and preliminary clinical efficacy. Here we present data from TNO155 single agent escalation. Results: As of 10/26/2020, 118 patients received TNO155 in variable schedules: once (QD; 1.5–70 mg; n = 55) or twice daily (BID; 30–50 mg; n = 25) in a 2 weeks on/1 week off (2w/1w) cycle; or QD in a 3w/1w cycle (30–60 mg; n = 32), or continuously (40 or 50 mg QD; n = 6). The most common cancer diagnoses treated were colorectal (54%), gastrointestinal stromal tumor (16%), non-small cell lung (12%), and head & neck (8%). The median number of prior antineoplastic therapies was 4 (range 1–10). Overall 109 patients (92%) have discontinued study treatment, 94 (80%) for progressive disease and 6 (5%) for adverse events (AEs). TNO155 showed rapid absorption (median day 1 Tmax ̃1.1 hours), an effective median T½ of ̃34 hours, and near dose-proportional exposure at day 14 (power model: AUCτ beta = 1.09 [90% CI 1.02–1.16]). AEs were mostly Grade 1/2 and generally consistent with on-target effects of SHP2 inhibition. The most common treatment-related AEs (all grades) were increased blood creatine phosphokinase (n = 33, 28%), peripheral edema (n = 31, 26%), diarrhea (n = 31, 26%), and acneiform dermatitis (n = 27, 23%). The most common treatment-related Grade ≥3 AEs were decreased platelets (n = 5, 4%), increased aspartate aminotransferase, diarrhea, and decreased neutrophils (each n = 4, 3%). The best observed response was stable disease (SD) per RECIST 1.1, reported in 24 (20%) patients, with a median duration of SD of 4.9 months (range 1.7–29.3). Evidence of SHP2 inhibition, as measured by change in DUSP6 expression by qPCR in paired pre- vs. on-treatment tumor samples, was seen in the majority of patients treated with TNO155 doses ≥20 mg/day (≥25% reduction, 38/42 [90%]; ≥50% reduction, 25/42 [60%]). Analysis of tumor whole-transcriptome RNA sequencing data is ongoing. Conclusions: TNO155 shows favorable pharmacokinetic properties and promising early safety and tolerability data at doses with evidence of target inhibition. The optimal dose using several schedules is still under evaluation. Studies of TNO155 in combination with other agents, including nazartinib (mutant-selective EGFR inhibitor[i]), adagrasib (KRAS G12Ci), spartalizumab (anti-PD-1 antibody), ribociclib (CDK4/6i), and dabrafenib (BRAFi) with LTT462 (ERKi), are ongoing (NCT03114319, NCT04330664, NCT04000529, NCT04294160). Clinical trial information: NCT03114319.


Blood ◽  
2008 ◽  
Vol 112 (11) ◽  
pp. 222-222 ◽  
Author(s):  
Stefan Faderl ◽  
Guillermo Garcia-Manero ◽  
Farhad Ravandi ◽  
Gautam Borthakur ◽  
Zeev Estrov ◽  
...  

Abstract Clofarabine (CLO) is a second generation deoxyadenosine nucleoside analog with activity in pts with acute myeloid leukemia (AML). Early reports also suggested activity in MDS, but the role of CLO in MDS has not been defined. To evaluate the activity and safety of CLO in MDS we designed two phase II studies of IV CLO and PO CLO, respectively. Pts were eligible with MDS and ≥5% blasts or IPSS intermediate-2 and high-risk, CMML, and RAEB-t by FAB. Hematopoietic growth factor support prior to and during the study was permitted. In the IV study pts were adaptively randomized (based on response) to receive CLO 15 or 30 mg/m2 IV over 1 hr. daily × 5 every 4–6 weeks. For the PO study, the starting dose of CLO was 40 mg/m2 orally daily × 5 every 4–6 weeks (oral bioavailability assumed ~ 50%, based on preclinical data), which was decreased to 30 mg/m2 orally daily × 5 after 6 pts had been treated on the higher dose. Sixty-one pts (6 RA/RARS/RCMD, 17 RAEB-1, 16 RAEB-2, 11 CMML, 11 RAEB-t) were treated. Forty-two pts (69%) had high- or intermediate-2 risk disease by IPSS. Thirty-six pts received IV CLO and 25 PO CLO. Median age was 67 yrs (range 25–89) (IV) and 70 yrs (54–86) (PO). Overall, > 80% of pts were older than 60 yrs. Approximately 1/3 of pts had secondary MDS: 13 (36%) (IV) and 8 (32%) (PO), respectively. Seventeen (47%) (IV) and 10 (40%) (PO) of pts had unfavorable cytogenetics (by IPSS definition). Thirty-nine (64%) pts failed prior hypomethylator therapy with either decitabine or azacitidine (22 [61%] pts on IV and 17 [68%] pts on PO CLO). Responses of 60 evaluable pts (one pt refused continuation of therapy on D4 of first course) are summarized in the Table: Response (%) Route Dose (mg/m2) N CR CRp HI PO 40/30 24 7 (29) 2 (8) 3 (13) IV 15 20 7 (35) 3 (15) - 30 16 4 (25) 2 (13) - Total - 60 18 (30) 7 (12) 3 (5) Six pts (10%) died on study (all IV CLO; most commonly related to infectious complications). All pts were evaluable for toxicities. Common AEs were nausea, vomiting, skin rash, hyperbilirubinemia and transaminase elevations. Toxicities ≥ grade 3 were rare. Acute renal failure occurred in 7 pts (2 IV [15 mg/m2], 3 IV [30 mg/m2], 2 PO). Myelosuppression and hospitalizations for neutropenic fever were common, but prolonged myelosuppression (> 42 days) was rare. In conclusion, CLO has activity in pts with higher-risk MDS. Optimal dose and schedule for PO and IV CLO remain to be defined. Lower doses of CLO are also associated with responses. Additional dose finding trials are underway to define the MTD and DLT of IV and PO CLO in high-risk MDS.


BMJ Open ◽  
2019 ◽  
Vol 9 (1) ◽  
pp. e022739 ◽  
Author(s):  
Geraldine Favrais ◽  
Moreno Ursino ◽  
Catherine Mouchel ◽  
Estelle Boivin ◽  
Vincent Jullien ◽  
...  

IntroductionTherapeutic schedules for treating neonatal seizures remain elusive. First-line treatment with phenobarbital is widely supported but without strong scientific evidence. Levetiracetam (LEV) is an emerging and promising antiepileptic drug (AED). The aim of this phase II trial is to determine the benefits of LEV by applying a strict methodology and to estimate the optimal dose of LEV as a first-line AED to treat seizures in newborns suffering from hypoxic-ischaemic encephalopathy.Methods and analysisLEVNEONAT-1 is an open and sequential LEV dose-finding study. The optimal dose is that which is estimated to be associated with a toxicity not exceeding 10% and an efficacy higher than 60%. Efficacy is defined by a seizure burden reduction of 80% after the loading dose. Four increasing dose regimens will be assessed including one loading dose of 30, 40, 50 or 60 mg/kg followed by eight maintenance doses (ie, a quarter of the loading dose) injected every 8 hours. A two-patient cohort will be necessary at each dose level to consider an upper dose level assignment. The maximal sample size expected is 50 participants with a minimum of 24 patients or fewer in the case of a high rate of toxicity. Patients will be recruited in five neonatal intensive care units beginning in October 2017 and continuing for 2 years. In parallel, the LEV pharmacokinetics will be measured five times (ie, 30 min; 4 and 7 hours after the loading dose; 1–3 hours and 12–18 hours after the last maintenance dose).Ethics and disseminationEthics approval has been obtained from the regional ethical committee (2016-R25) and the French Drug Safety Agency (160652A-31). The results will be published in a peer-reviewed journal. The results will also be presented at medical meetings.Trial registration numberNCT02229123; Pre-results.


Biometrika ◽  
2020 ◽  
Author(s):  
Wenzhuo Zhou ◽  
Ruoqing Zhu ◽  
Donglin Zeng

Abstract Learning an individualized dose rule in personalized medicine is a challenging statistical problem. Existing methods often suffer from the curse of dimensionality, especially when the decision function is estimated nonparametrically. To tackle this problem, we propose a dimension reduction framework that effectively reduces the estimation to a lower-dimensional subspace of the covariates. We exploit that the individualized dose rule can be defined in a subspace spanned by a few linear combinations of the covariates, leading to a more parsimonious model. The proposed framework does not require the inverse probability of the propensity score under observational studies due to a direct maximization of the value function. This distinguishes us from the outcome weighted learning framework, which also solves decision rules directly. Under the same framework, we further propose a pseudo-direct learning approach that focuses more on estimating the dimensionality-reduced subspace of the treatment outcome. Parameters in both approaches can be estimated efficiently using an orthogonality constrained optimization algorithm on the Stiefel manifold. Under mild regularity assumptions, the results on the asymptotic normality of the proposed estimators are established, respectively. We also derive the consistency and convergence rate for the value function under the estimated optimal dose rule. We evaluate the performance of the proposed approaches through extensive simulation studies and a warfarin pharmacogenetic dataset.


Blood ◽  
2010 ◽  
Vol 116 (21) ◽  
pp. 2800-2800 ◽  
Author(s):  
Steven M Horwitz ◽  
Youn H. Kim ◽  
Francine M Foss ◽  
Jasmine M. Zain ◽  
Patricia Myskowski ◽  
...  

Abstract Abstract 2800 Background: Pralatrexate (FOLOTYN®) is an antifolate designed for preferential tumor uptake and accumulation. Pralatrexate was granted accelerated approval by the US Food and Drug Administration at a dose of 30 mg/m2 weekly for 6/7 weeks for relapsed or refractory peripheral T-cell lymphoma. Given that cutaneous T-cell lymphoma (CTCL) is often an indolent disease treated in a maintenance fashion, the goal of this trial was to identify a dose with clinical activity and minimal toxicity to allow continuous or maintenance treatment. In the present study, designated PDX-010, the initial dose of pralatrexate for relapsed or refractory CTCL was based on data showing that 30 mg/m2 demonstrated activity in patients with aggressive lymphoma. A dose de-escalation strategy was used in PDX-010 to identify an optimal dose for CTCL. Methods: Eligibility included CTCL histology of mycosis fungoides, Sézary syndrome, or primary cutaneous anaplastic large-cell lymphoma, with disease progression after at least 1 prior systemic therapy, and written informed consent. The starting dose and schedule was 30 mg/m2 of pralatrexate by intravenous (IV) push weekly for 3/4 weeks. If toxicity as defined per the protocol was observed, subsequent cohorts received reduced doses (20, 15, 10 mg/m2) and/or schedules (weekly for 3/4 or 2/3 weeks). All patients received supplementation with vitamin B12 1 mg intramuscularly every 8 to10 weeks, and folic acid 1 mg orally once daily (QD). Response was evaluated by the modified severity weighted adjustment tool (mSWAT) every 2 cycles for 6 months, and then every 4 cycles. For patients with lymph node involvement, scans were completed at baseline and upon clinical response or end of treatment, whichever occurred first. Results: Fifty-four patients were treated across 2 stages of this study. In the dose-finding phase, 31 patients were sequentially enrolled into 6 cohorts and treated at varying doses and schedules. The optimal dose and schedule, as defined in the protocol, was identified as 15 mg/m2 weekly for 3/4 weeks, based on the tolerability and efficacy (overall response rate [ORR] of 50%) observed in the initial 6 patients in that cohort. Among the 31 patients in the dose-finding stage, the ORR for patients treated at a dose intensity ≥15 mg/m2 weekly for 3/4 weeks was 61% (11/18), and the ORR for those patients treated in lower-dose cohorts was 8% (1/13). The second stage of the study included 23 additional patients treated at 15 mg/m2 weekly for 3/4 weeks, for a total of n = 29 patients treated at this optimal dose. Among these 29 patients, the median number of prior systemic therapies was 4.5 (range 1 to 11), and patients received pralatrexate for a median of 4 cycles (range 1 to 23). Patients enrolled in this cohort could be dose-escalated at investigator discretion if there was an absence of toxicity and a response < CR. At this time 53/54 patients treated in this study are evaluable for efficacy, including 28/29 patients treated at 15 mg/m2 for 3/4 weeks. At the optimal dose, the ORR was 43% (12/28) and 50% (20/40) in patients treated at a dose intensity ≥15 mg/m2 weekly for 3/4 weeks. At the optimal dose/schedule, grade 1–2 adverse events (AEs) occurring in >10% were fatigue (34%), mucositis (28%), nausea (24%), edema (24%), epistaxis (21%), pyrexia (17%), constipation (14%), and vomiting (14%). The only grade 3 AE in >10% was mucositis (17%). Hematologic toxicities were limited to grade 3 neutropenia (3%), grade 1–2 anemia (14%), grade 3 anemia (3%), grade 1–2 thrombocytopenia (7%), grade 3 thrombocytopenia (3%), grade 1–2 leukopenia (3%), and grade 4 leukopenia (3%). No grade 4 nonhematological toxicities were observed. Conclusions: Pralatrexate shows high activity with acceptable toxicity in patients with relapsed or refractory CTCL at the identified optimal dose and schedule of 15 mg/m2 weekly for 3/4 weeks. The lack of significant hematologic toxicity or cumulative toxicity seen in this study suggests that pralatrexate should be further evaluated as continuous or maintenance therapy for patients with CTCL. Final efficacy and tolerability data will be reported. Disclosures: Horwitz: Allos Therapeutics, Inc.: Consultancy, Research Funding. Foss:Allos Therapeutics, Inc.: Consultancy, Speaker. Zain:Allos Therapeutics, Inc. : Speakers Bureau. Lechowicz:Allos Therapeutics, Inc.: Consultancy; Celgene Corporation : Consultancy. Shustov:Allos Therapeutics, Inc.: Honoraria, Research Funding. Koutsoukos:Allos Therapeutics, Inc.: Employment. Fruchtman:Allos Therapeutics, Inc.: Employment. O'Connor:Allos Therapeutics, Inc.: Research Funding. Duvic:Allos Therapeutics, Inc.: Research Funding.


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