Analysis of plasma protein biomarkers from the phase 3 CONCUR study of regorafenib in Asian patients with metastatic colorectal cancer (mCRC).

2016 ◽  
Vol 34 (4_suppl) ◽  
pp. 672-672 ◽  
Author(s):  
Michael Teufel ◽  
Joachim Kalmus ◽  
Mark Daniel Rutstein ◽  
Karl Koechert ◽  
Henrik Seidel ◽  
...  

672 Background: In the randomized phase 3 CONCUR trial (NCT01584830), regorafenib significantly improved overall survival (OS) and progression-free survival (PFS) vs placebo (PBO) in Asian patients (n = 136 regorafenib; n = 68 PBO) with treatment-refractory mCRC (HR [95% CI]: OS 0.55 [0.40‒0.77]; PFS 0.31 (0.22‒0.44]). Protein biomarker data from the phase 3 CORRECT trial of mostly Western patients with mCRC identified TIE-1 as a potential predictor of clinical response to regorafenib; however, this association was not significant in multivariable analyses. We present an exploratory protein biomarker analysis of patients in CONCUR. Methods: Sixteen proteins of interest, many of which are involved in angiogenesis, were quantified by multiplex immunoassay or ELISA in plasma samples collected at study entry from 121/204 (59%) patients (n = 83 regorafenib; n = 38 PBO). Potential predictive and prognostic effects were evaluated. Results: The biomarker cohort was representative of the overall study population in major baseline demographic factors, OS (HR 0.61; 95% CI 0.40‒0.93), and PFS (HR 0.25; 95% CI 0.16‒0.39). Elevated levels of ANG-2 (HR 2.46; p = 0.0016) and VEGF-A (HR 1.38; p = 0.03) were associated with poor OS prognosis; however, no significant association with treatment OS benefit for regorafenib vs PBO was observed for either marker (ANG-2: HR 0.76; p = 0.3307; VEGF-A: HR 0.83; p = 0.20). Elevated levels of five plasma proteins were associated with poor PFS prognosis: ANG-2 (HR 1.73; p = 0.0085), VEGF-A (HR 1.30; p = 0.0308), IL-8 (HR 1.67; p = 0.0014), VWF (HR 2.39; p = 0.0029), and IGF-BP2 (HR 1.71; p = 0.0384). Elevated levels of IL-8 (HR 0.70; p = 0.019), VWF (HR 0.53; p = 0.0312), and IGF-BP2 (HR 0.60; p = 0.0336) showed a modest interaction with regorafenib PFS; however, these results did not reach statistical significance after adjustment for multiple testing (p = 0.0045). Conclusions: None of the plasma proteins analyzed were predictive of regorafenib clinical benefit as measured by both OS and PFS in Asian patients with mCRC. These results, as well as those in CORRECT, suggest that rationally selected protein markers are not suitable to predict treatment benefit of regorafenib. Clinical trial information: NCT01584830.

2021 ◽  
Author(s):  
Danni A Gadd ◽  
Robert F Hillary ◽  
Daniel L. McCartney ◽  
Liu Shi ◽  
Robert I McGeachan ◽  
...  

Characterising associations between the epigenome, proteome and phenome may provide insight into molecular regulation of biological pathways governing health. However, epigenetic signatures for many neurologically-associated plasma protein markers remain uncharacterised. Here, we report an epigenome and phenome-wide association study of the circulating proteome in relation to brain health. We perform epigenome-wide studies of 4,235 plasma proteins (n=778), identifying 2,895 CpG-protein associations (protein quantitative trait methylation loci; pQTMs) after stringent correction for multiple testing. These were independent of known genetic protein quantitative trait loci (pQTL) and common lifestyle effects, extending current knowledge by analysing a further 3,286 protein measurements with 2,854 novel pQTMs. We then perform a phenome-wide study of each protein in relation to neurological traits in 1,065 individuals, identifying 644 proteins related to cognitive, brain imaging phenotypes or APOE status. By integrating our pQTM dataset with our phenome association study, we uncovered 88 epigenetic associations for protein markers of neurological traits, 83 of which were previously unreported. These data are pertinent to understanding heterogeneity in brain health.


2017 ◽  
Vol 35 (15_suppl) ◽  
pp. 3551-3551 ◽  
Author(s):  
Axel Grothey ◽  
Liping Huang ◽  
Andrea Wagner ◽  
Eric Van Cutsem

3551 Background: Cutaneous toxicity is a known adverse effect of multikinase inhibitors and has been associated with clinical outcomes (Granito 2016). In the phase 3 CORRECT trial (NCT01103323), the multikinase inhibitor regorafenib significantly improved overall survival (OS) vs placebo in patients with mCRC (hazard ratio [HR] 0.77, 95% CI 0.64, 0.94; 1-sided P = 0.0052). This retrospective analysis explored whether HFSR was associated with outcomes in CORRECT. Methods: Patients randomized to receive regorafenib 160 mg/day during the first 3 weeks of each 4-week cycle were divided into subgroups based on whether or not they had HFSR. Estimates of OS and progression-free survival (PFS) (95% CI) were calculated using the Kaplan–Meier method. Patients who were randomized, but not treated, were included in the no HFSR group for the analysis of survival. Results: Of the 505 randomized patients, 500 received at least one dose of regorafenib. Among the treated patients, 47% (n = 235) had HFSR of any grade and 17% (n = 83) had HFSR grade 3. Of the patients who had HFSR, 69% (n = 162) had their first HFSR event (any grade) during the first treatment cycle. There was some imbalance in baseline characteristics between groups (Table). Survival was improved in patients who had HFSR at any time vs those who did not (Table). The OS benefit was also observed in patients who had the first HFSR event during Cycle 1 vs those who did not (median OS 7.2 vs 5.7 months; HR 0.66, 95% CI 0.51, 0.87). Conclusions: This post-hoc exploratory analysis suggests that patients who had HFSR had a greater treatment benefit from regorafenib. Since HFSR and survival are post-baseline assessments, results may be confounded by baseline factors or other unknown factors. Clinical trial information: NCT01103323. [Table: see text]


2021 ◽  
pp. 204589402110249
Author(s):  
David D Ivy ◽  
Damien Bonnet ◽  
Rolf MF Berger ◽  
Gisela Meyer ◽  
Simin Baygani ◽  
...  

Objective: This study evaluated the efficacy and safety of tadalafil in pediatric patients with pulmonary arterial hypertension (PAH). Methods: This phase-3, international, randomized, multicenter (24 weeks double-blind placebo controlled period; 2-year, open-labelled extension period), add-on (patient’s current endothelin receptor antagonist therapy) study included pediatric patients aged <18 years with PAH. Patients received tadalafil 20 mg or 40 mg based on their weight (Heavy-weight: ≥40 kg; Middle-weight: ≥25—<40 kg) or placebo orally QD for 24 weeks. Primary endpoint was change from baseline in 6-minute walk (6MW) distance in patients aged ≥6 years at Week 24. Sample size was amended from 134 to ≥34 patients, due to serious recruitment challenges. Therefore, statistical significance testing was not performed between treatment groups. Results: Patient demographics and baseline characteristics (N=35; tadalafil=17; placebo=18) were comparable between treatment groups; median age was 14.2 years (6.2 to 17.9 years) and majority (71.4%, n=25) of patients were in HW cohort. Least square mean (SE) changes from baseline in 6MW distance at Week 24 was numerically greater with tadalafil versus placebo (60.48 [20.41] vs 36.60 [20.78] meters; placebo-adjusted mean difference [SD] 23.88 [29.11]). Safety of tadalafil treatment was as expected without any new safety concerns. During study period 1, two patients (1 in each group) discontinued due to investigator’s reported clinical worsening, and no deaths were reported. Conclusions: The statistical significance testing was not performed between the treatment groups due to low sample size, however, the study results show positive trend in improvement in non invasive measurements, commonly utilized by clinicians to evaluate the disease status for children with PAH. Safety of tadalafil treatment was as expected without any new safety signals.


JAMIA Open ◽  
2020 ◽  
Author(s):  
Michal Ozery-Flato ◽  
Yaara Goldschmidt ◽  
Oded Shaham ◽  
Sivan Ravid ◽  
Chen Yanover

Abstract Objective Observational medical databases, such as electronic health records and insurance claims, track the healthcare trajectory of millions of individuals. These databases provide real-world longitudinal information on large cohorts of patients and their medication prescription history. We present an easy-to-customize framework that systematically analyzes such databases to identify new indications for on-market prescription drugs. Materials and Methods Our framework provides an interface for defining study design parameters and extracting patient cohorts, disease-related outcomes, and potential confounders in observational databases. It then applies causal inference methodology to emulate hundreds of randomized controlled trials (RCTs) for prescribed drugs, while adjusting for confounding and selection biases. After correcting for multiple testing, it outputs the estimated effects and their statistical significance in each database. Results We demonstrate the utility of the framework in a case study of Parkinson’s disease (PD) and evaluate the effect of 259 drugs on various PD progression measures in two observational medical databases, covering more than 150 million patients. The results of these emulated trials reveal remarkable agreement between the two databases for the most promising candidates. Discussion Estimating drug effects from observational data is challenging due to data biases and noise. To tackle this challenge, we integrate causal inference methodology with domain knowledge and compare the estimated effects in two separate databases. Conclusion Our framework enables systematic search for drug repurposing candidates by emulating RCTs using observational data. The high level of agreement between separate databases strongly supports the identified effects.


2019 ◽  
Vol 59 ◽  
pp. 229-231 ◽  
Author(s):  
Aaron E. Miller ◽  
Xianhao Xu ◽  
Richard Macdonell ◽  
Steve Vucic ◽  
Philippe Truffinet ◽  
...  

2010 ◽  
Vol 183 (4S) ◽  
Author(s):  
Ling De Young ◽  
Anthony Bella ◽  
David O'Gorman ◽  
Bing S. Gan ◽  
Eric Chung ◽  
...  

2021 ◽  
Vol 39 (15_suppl) ◽  
pp. 6001-6001
Author(s):  
Marcia S. Brose ◽  
Bruce Robinson ◽  
Steven I. Sherman ◽  
Barbara Jarzab ◽  
Chia-Chi Lin ◽  
...  

6001 Background: Cabozantinib (C), an inhibitor of VEGFR2, MET, AXL, and RET, showed clinical activity in patients (pts) with radioiodine (RAI)-refractory differentiated thyroid cancer (DTC) in phase 1/2 studies (Cabanillas 2017; Brose 2018). This phase 3 study (NCT03690388) evaluated the efficacy and safety of C vs placebo (P) in pts with RAI-refractory DTC who had progressed during/after prior VEGFR-targeted therapy for whom there is no standard of care. Methods: In this double-blind, phase 3 trial, pts were randomized 2:1 to receive C (60 mg QD) or P, stratified by prior lenvatinib treatment (L; yes, no) and age (≤65, > 65 yr). Pts with RAI-refractory DTC must have received L or sorafenib for DTC and progressed during or following treatment with ≤ 2 prior VEGFR inhibitors. Pts randomized to P could cross over to open-label C upon disease progression per blinded independent radiology committee (BIRC). The primary endpoints were objective response rate (ORR) in the first 100 randomized pts and progression-free survival (PFS) in all randomized pts. PFS and ORR were assessed by BIRC per RECIST v1.1. The study was designed to detect an ORR for C vs P (2-sided α = 0.01) and a hazard ratio (HR) for PFS of 0.61 (90% power, 2-sided α = 0.04). A prespecified interim PFS analysis was planned for the ITT population at the time of the primary ORR analysis. Results: As of 19 Aug 2020,125 vs 62 pts had been randomized to the C and P arms, respectively; median age was 66 yr, 55% were female and 63% received prior L. Median (m) follow-up was 6.2 months (mo). At the planned interim analysis, the trial met the primary endpoint of PFS with C demonstrating significant improvement over P (HR 0.22, 96% CI 0.13–0.36; p < 0.0001). mPFS was not reached for C vs 1.9 mo for P; PFS benefit was observed in all prespecified subgroups including prior L (yes, HR 0.26; no, HR 0.11) and age (≤65 yr, HR 0.16; > 65 yr, HR 0.31). ORR was 15% for C vs 0% for P (p = 0.0281) but did not meet the prespecified criteria for statistical significance (p < 0.01). A favorable OS trend was observed for C vs P (HR 0.54, 95% CI 0.27–1.11). Treatment-emergent adverse events (AEs) of any grade with higher occurrences in the C vs P arm included diarrhea (51% vs 3%), hand-foot skin reaction (46% vs 0%), hypertension (28% vs 5%), fatigue (27% vs 8%), and nausea (24% vs 2%); grade 3/4 AEs were experienced by 57% of pts with C vs 26% with P. Dose reductions due to any grade AEs occurred in 57% of pts with C vs 5% with P. Treatment discontinuations due to AEs not related to disease progression occurred in 5% of pts with C vs 0% with P. No treatment-related deaths occurred in either arm. Conclusions: C showed a clinically and statistically significant improvement in PFS over P in pts with RAI-refractory DTC after prior VEGFR-targeted therapy with no unexpected toxicities. C may represent a new standard of care in pts with previously treated DTC. Clinical trial information: NCT03690388.


Stroke ◽  
2021 ◽  
Vol 52 (Suppl_1) ◽  
Author(s):  
Sarah E Wetzel-Strong ◽  
Shantel M Weinsheimer ◽  
Jeffrey Nelson ◽  
Ludmila Pawlikowska ◽  
Dewi Clark ◽  
...  

Objective: Circulating plasma protein profiling may aid in the identification of cerebrovascular disease signatures. This study aimed to identify circulating angiogenic and inflammatory biomarkers that may serve as biomarkers to differentiate sporadic brain arteriovenous malformation (bAVM) patients from other conditions with brain AVMs, including hereditary hemorrhagic telangiectasia (HHT) patients. Methods: The Quantibody Human Angiogenesis Array 1000 (Raybiotech) is an ELISA multiplex panel that was used to assess the levels of 60 proteins related to angiogenesis and inflammation in heparin plasma samples from 13 sporadic unruptured bAVM patients (69% male, mean age 51 years) and 37 patients with HHT (40% male, mean age 47 years, n=19 (51%) with bAVM). The Quantibody Q-Analyzer tool was used to calculate biomarker concentrations based on the standard curve for each marker and log-transformed marker levels were evaluated for associations between disease states using a multivariable interval regression model adjusted for age, sex, ethnicity and collection site. Statistical significance was based on Bonferroni correction for multiple testing of 60 biomarkers (P< 8.3x10 - 4 ). Results: Circulating levels of two plasma proteins differed significantly between sporadic bAVM and HHT patients: PDGF-BB (P=2.6x10 -4 , PI= 3.37, 95% CI:1.76-6.46) and CCL5 (P=6.0x10 -6 , PI=3.50, 95% CI=2.04-6.03). When considering markers with a nominal p-value of less than 0.01, MMP1 and angiostatin levels also differed between patients with sporadic bAVM and HHT. Markers with nominal p-values less than 0.05 when comparing sporadic brain AVM and HHT patients also included angiostatin, IL2, VEGF, GRO, CXCL16, ITAC, and TGFB3. Among HHT patients, the circulating levels of UPAR and IL6 were elevated in patients with documented bAVMs when considering markers with nominal p-values less than 0.05. Conclusions: This study identified differential expression of two promising plasma biomarkers that differentiate sporadic bAVMs from patients with HHT. Furthermore, this study allowed us to evaluate markers that are associated with the presence of bAVMs in HHT patients, which may offer insight into mechanisms underlying bAVM pathophysiology.


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