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Get the Dose Right
Get the
Dose Right
TM
TMKey Features & Benefits
•	 Model accruals and response time
•	 Flexibly allocate subjects in cohorts to a single
or many doses
•	 Generate response data through dose-
response models
•	 Modify simulations using your
•	 own R code
•	 Validated and tested software, currently used
at the FDA
•	 Powerful customizable simulation engines for
sensitivity analysis and prediction
•	 Customizable charts and tables to enhance
communication with stakeholders
•	 Powerful response-adaptive randomizer and
log file
•	 Excellent user manual, help tools, and
technical support
Design Options
Frequentist
Up and down with 1 or 2 targets
T-test based up and down with 1 or 2 targets
Maximizing design
ANOVA
2-stage designs
Adjust p-values using Bonferroni, Simes, Sidak,
Dunnett; Combine p-values using Inverse Normal,
Fisher's Product
Bayesian
Four parameter logistic
Emax
Normal Dynamic Linear model
2-stage designs
Targets
Absolute differences
Differences from Placebo
Quantiles of the dose-response curve
Best dose
R specified target
Allocation logics
Probability that the dose is a target
Reduction in standard deviation
R specified allocation logic
Early stopping
Futility
Efficacy
Simulation outputs
Summary statistics
Simulation-specific stats
Patient level simulation data
Design simulation comparisons
Plots
Dose response curves
Distribution of subjects
Subject response
Mean squared error
Estimated means/proportions
Target doses
MCMC diagnostics
Credible intervals
What’s new in Compass 2.0?
•	 Randomization dashboard for adaptive dose-finding trial execution
•	 Two-stage Bayesian and Frequentist designs for adaptively dropping doses
•	 Faster Bayesian Monte Carlo algorithms
•	 Early stopping for futility by conditional power in frequentist designs
www.cytel.com
www.cytel.com
Request an Evaluation Today
T: +1.617.661.2011
sales@cytel.com
Get the Dose Right with Compass
Compass is Cytel's software package dedicated to the design,
simulation, and execution of early phase clinical trials. Identify-
ing the right dose is essential for later stage clinical success, and
ultimately, market approval.
Compass provides a systematic way to investigate and compare
conventional versus adaptive dose-finding designs. The adap-
tive approaches can help accelerate development timelines,
reducing patients and costs.
Compass is the only software solution with both Bayesian and
frequentist adaptive methods, and R code extensibility. The in-
sightful simulation and visualization tools allow you to explore
the operating characteristics and practical implications of your
design.
Once a design has been chosen, Compass will perform the
randomization, conduct interim analysis on imported data, and
update allocation for the following cohort. A randomization
dashboard allows you to monitor the interim data quickly and
easily, while a detailed log file ensures the integrity of your trial.
Empower
Play a more strategic role in your organization. Compass
simplifies and automates study design and simulation, freeing
more of your time to contribute in greater ways to the success
of your trial or program.
Assess
Rapidly generate multiple adaptive or conventional early
phase designs. Easily perform sensitivity analysis to quickly
evaluate a design's robustness to critical assumptions. Use the
tables and graphs to compare the operating characteristics of
different approaches.
Share
Communicate the merits of a trial plan to the project team
with the help of readily understood graphs, tables, and flexible
reporting capabilities. Share design properties in real time.
Trust
Compass has been intensively tested and validated. To execute
a dose-finding trial, rely on the same dose randomization algo-
rithms that power the simulations. An automatically generated
log file provides an audit trail of decisions made throughout
the trial.
Accelerate the Design, Simulation, and
Execution of Dose-Finding Studies
• Simple two-stage designs for
adaptively dropping doses
• Several methods for adjusting
and combining p-values
• Early stopping rules by
conditional power
TM
• Automatically performs
interim analysis and adaptive
randomization
• Randomization dashboard to
monitor interim data
• Log file with audit trail to ensure
integrity of trial
Get the Dose Right
Get the
Dose Right
TM
TMKey Features & Benefits
•	 Model accruals and response time
•	 Flexibly allocate subjects in cohorts to a single
or many doses
•	 Generate response data through dose-
response models
•	 Modify simulations using your
•	 own R code
•	 Validated and tested software, currently used
at the FDA
•	 Powerful customizable simulation engines for
sensitivity analysis and prediction
•	 Customizable charts and tables to enhance
communication with stakeholders
•	 Powerful response-adaptive randomizer and
log file
•	 Excellent user manual, help tools, and
technical support
Design Options
Frequentist
Up and down with 1 or 2 targets
T-test based up and down with 1 or 2 targets
Maximizing design
ANOVA
2-stage designs
Adjust p-values using Bonferroni, Simes, Sidak,
Dunnett; Combine p-values using Inverse Normal,
Fisher's Product
Bayesian
Four parameter logistic
Emax
Normal Dynamic Linear model
2-stage designs
Targets
Absolute differences
Differences from Placebo
Quantiles of the dose-response curve
Best dose
R specified target
Allocation logics
Probability that the dose is a target
Reduction in standard deviation
R specified allocation logic
Early stopping
Futility
Efficacy
Simulation outputs
Summary statistics
Simulation-specific stats
Patient level simulation data
Design simulation comparisons
Plots
Dose response curves
Distribution of subjects
Subject response
Mean squared error
Estimated means/proportions
Target doses
MCMC diagnostics
Credible intervals
What’s new in Compass 2.0?
•	 Randomization dashboard for adaptive dose-finding trial execution
•	 Two-stage Bayesian and Frequentist designs for adaptively dropping doses
•	 Faster Bayesian Monte Carlo algorithms
•	 Early stopping for futility by conditional power in frequentist designs
www.cytel.com
www.cytel.com
Request an Evaluation Today
T: +1.617.661.2011
sales@cytel.com

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Compass Infosheet

  • 1. Get the Dose Right Get the Dose Right TM TMKey Features & Benefits • Model accruals and response time • Flexibly allocate subjects in cohorts to a single or many doses • Generate response data through dose- response models • Modify simulations using your • own R code • Validated and tested software, currently used at the FDA • Powerful customizable simulation engines for sensitivity analysis and prediction • Customizable charts and tables to enhance communication with stakeholders • Powerful response-adaptive randomizer and log file • Excellent user manual, help tools, and technical support Design Options Frequentist Up and down with 1 or 2 targets T-test based up and down with 1 or 2 targets Maximizing design ANOVA 2-stage designs Adjust p-values using Bonferroni, Simes, Sidak, Dunnett; Combine p-values using Inverse Normal, Fisher's Product Bayesian Four parameter logistic Emax Normal Dynamic Linear model 2-stage designs Targets Absolute differences Differences from Placebo Quantiles of the dose-response curve Best dose R specified target Allocation logics Probability that the dose is a target Reduction in standard deviation R specified allocation logic Early stopping Futility Efficacy Simulation outputs Summary statistics Simulation-specific stats Patient level simulation data Design simulation comparisons Plots Dose response curves Distribution of subjects Subject response Mean squared error Estimated means/proportions Target doses MCMC diagnostics Credible intervals What’s new in Compass 2.0? • Randomization dashboard for adaptive dose-finding trial execution • Two-stage Bayesian and Frequentist designs for adaptively dropping doses • Faster Bayesian Monte Carlo algorithms • Early stopping for futility by conditional power in frequentist designs www.cytel.com www.cytel.com Request an Evaluation Today T: +1.617.661.2011 sales@cytel.com
  • 2. Get the Dose Right with Compass Compass is Cytel's software package dedicated to the design, simulation, and execution of early phase clinical trials. Identify- ing the right dose is essential for later stage clinical success, and ultimately, market approval. Compass provides a systematic way to investigate and compare conventional versus adaptive dose-finding designs. The adap- tive approaches can help accelerate development timelines, reducing patients and costs. Compass is the only software solution with both Bayesian and frequentist adaptive methods, and R code extensibility. The in- sightful simulation and visualization tools allow you to explore the operating characteristics and practical implications of your design. Once a design has been chosen, Compass will perform the randomization, conduct interim analysis on imported data, and update allocation for the following cohort. A randomization dashboard allows you to monitor the interim data quickly and easily, while a detailed log file ensures the integrity of your trial. Empower Play a more strategic role in your organization. Compass simplifies and automates study design and simulation, freeing more of your time to contribute in greater ways to the success of your trial or program. Assess Rapidly generate multiple adaptive or conventional early phase designs. Easily perform sensitivity analysis to quickly evaluate a design's robustness to critical assumptions. Use the tables and graphs to compare the operating characteristics of different approaches. Share Communicate the merits of a trial plan to the project team with the help of readily understood graphs, tables, and flexible reporting capabilities. Share design properties in real time. Trust Compass has been intensively tested and validated. To execute a dose-finding trial, rely on the same dose randomization algo- rithms that power the simulations. An automatically generated log file provides an audit trail of decisions made throughout the trial. Accelerate the Design, Simulation, and Execution of Dose-Finding Studies • Simple two-stage designs for adaptively dropping doses • Several methods for adjusting and combining p-values • Early stopping rules by conditional power TM • Automatically performs interim analysis and adaptive randomization • Randomization dashboard to monitor interim data • Log file with audit trail to ensure integrity of trial
  • 3. Get the Dose Right Get the Dose Right TM TMKey Features & Benefits • Model accruals and response time • Flexibly allocate subjects in cohorts to a single or many doses • Generate response data through dose- response models • Modify simulations using your • own R code • Validated and tested software, currently used at the FDA • Powerful customizable simulation engines for sensitivity analysis and prediction • Customizable charts and tables to enhance communication with stakeholders • Powerful response-adaptive randomizer and log file • Excellent user manual, help tools, and technical support Design Options Frequentist Up and down with 1 or 2 targets T-test based up and down with 1 or 2 targets Maximizing design ANOVA 2-stage designs Adjust p-values using Bonferroni, Simes, Sidak, Dunnett; Combine p-values using Inverse Normal, Fisher's Product Bayesian Four parameter logistic Emax Normal Dynamic Linear model 2-stage designs Targets Absolute differences Differences from Placebo Quantiles of the dose-response curve Best dose R specified target Allocation logics Probability that the dose is a target Reduction in standard deviation R specified allocation logic Early stopping Futility Efficacy Simulation outputs Summary statistics Simulation-specific stats Patient level simulation data Design simulation comparisons Plots Dose response curves Distribution of subjects Subject response Mean squared error Estimated means/proportions Target doses MCMC diagnostics Credible intervals What’s new in Compass 2.0? • Randomization dashboard for adaptive dose-finding trial execution • Two-stage Bayesian and Frequentist designs for adaptively dropping doses • Faster Bayesian Monte Carlo algorithms • Early stopping for futility by conditional power in frequentist designs www.cytel.com www.cytel.com Request an Evaluation Today T: +1.617.661.2011 sales@cytel.com