Probability Ramp Control of Propofol for EGD
Study Details
Study Description
Brief Summary
Endoscopic sedation requires titration of propofol to deep sedation without minimum overshoot into general anesthesia. This skill is demanding and acquired slowly. Probability Ramp Control (PRC) simplifies this by providing the clinician with a simple infusion sequence that permits gradual titration of propofol. The purpose of this study is to compare the performance of this technology to that of experienced anesthesia providers in endoscopic sedation.
Condition or Disease | Intervention/Treatment | Phase |
---|---|---|
|
N/A |
Detailed Description
Administration of propofol to achieve a target of moderate sedation is a challenging task for which anesthesia providers receive minimal training. Undersedation results in a noncompliant patient, while oversedation results in airway obstruction, respiratory depression, and hypotension. Considerable variability in patient pharmacokinetics (the distribution of drug within the body) and pharmacodynamics (the translation of drug concentration to clinical effect) has been demonstrated. The skill of titrating propofol to the desired target and maintaining this state is slowly acquired in the clinical environment of the endoscopy center with frequent reliance on rescue skills. An automated system that facilitates this process would be useful.
Pharmacokinetic models allow us to make predictions of the results of drug administration. If we know the age and size of the patient, we can determine a quantity of propofol that will attain a desired concentration at some point in the future (within the predictive accuracy of the model). If they are old, this is less than if they are young. If they are obese, this is more than if they are thin. By adjusting the dosing, we can achieve similar concentrations at a specified time in a wide range of patients.
Pharmacodynamic models allow us to relate drug concentration to a probability of response. Sensitivity is a randomly distributed variable, and the cumulative probability of response to propofol is well represented by a sigmoid curve. While we do not know the concentration that will suffice for a given individual, we can determine the probability that this individual will lose responsiveness within an interval of concentrations. For example, the probability of loss of responsiveness between 1 µg/ml and 6 µg/ml is around 99%. For any given age and size, an infusion sequence can be determined so that we traverse this interval smoothly. The infusion sequence is determined by minimization of the difference between the simulated probability and the target (1). We predict that 90% of 50 year old 70 kg patients will lose responsiveness between one minute and three minutes after initiating the infusion, and 99% by five minutes. The infusion sequence for this patient is comprised of a bolus of 287 µg/kg followed by an initial infusion of 216 µg/kg/min, with an increase to 550 µg/kg/min after 147 seconds. By selecting the infusion sequence based on the age and size of the patient, all patients will track the same target line. These infusion rates are determined prior to initiation of sedation, and the clinician can verify that they are appropriate for the patient before beginning sedation.
Once the endpoint of adequate sedation is observed, the effect site concentration associated with this endpoint is inferred, and the infusion that will maintain this concentration can be determined. This allows the clinical observation to be translated into an infusion rate, much as a driver accelerates to a desired speed and then engages the cruise control to maintain that speed.
The intent of this study is to demonstrate equivalent safety and efficacy of PRC to control by a skilled clinician.
References
- Mandel JE, Sarraf E. The Variability of Response to Propofol Is Reduced When a Clinical Observation Is Incorporated in the Control: A Simulation Study. Anesthesia & Analgesia. 2012;114:1221-9.
Study Design
Arms and Interventions
Arm | Intervention/Treatment |
---|---|
Active Comparator: Monitoring Standard of care sedation by CRNA using proposal with manual recording of drug dosing |
Device: Monitoring
Manual recording of drug doses determined by CRNA
Other Names:
|
Experimental: Probability ramp control Propofol titrated to deep sedation using PRC software. |
Device: Probability ramp control
Decision support software that calculates propofol doses appropriate for age and weight of the patient
|
Outcome Measures
Primary Outcome Measures
- Number of Participants Requiring Adjustment in Propofol Dosing [Intraprocedure (average of 9 minutes)]
Following initial sedation, an infusion rate for propofol is determined by the CRNA (control) or software (experimental). If this rate is appropriate for the duration of the brief procedure, no adjustment to the rate will be required. A greater requirement for rate changes suggests that the anesthesia provider needs to be immediately available to perform these adjustments.
Secondary Outcome Measures
- Decrease in Minute Ventilation From Baseline [Duration of sedation (average of 25 minutes)]
Minute ventilation as determined by respiratory inductance plethysmography from initiation of sedation until emergence.
- Time Spent Below a Saturation of 80% [Duration of sedation (mean 25 minutes)]
Number of seconds spent below saturation of 80%, reported as the total per group
- Procedure Time [Procedure time (average of 9 minutes)]
Time from endoscopic intubation until completion of the procedure. This is not really an outcome measure, but is used to assess balance between groups.
Eligibility Criteria
Criteria
Inclusion Criteria:
- scheduled for elective EGD
Exclusion Criteria:
- Unable to provide informed consent
Contacts and Locations
Locations
Site | City | State | Country | Postal Code | |
---|---|---|---|---|---|
1 | Endoscopy Center, Perelman Center for Advanced Medicine | Philadelphia | Pennsylvania | United States | 19104 |
Sponsors and Collaborators
- University of Pennsylvania
Investigators
- Principal Investigator: Jeff E Mandel, MD MS, University of Pennsylvania
Study Documents (Full-Text)
None provided.More Information
Publications
- 817166
Study Results
Participant Flow
Recruitment Details | |
---|---|
Pre-assignment Detail |
Arm/Group Title | Monitoring | Probability Ramp Control |
---|---|---|
Arm/Group Description | Standard of care sedation by CRNA using proposal with manual recording of drug dosing Monitoring: Manual recording of drug doses determined by CRNA | Propofol titrated to deep sedation using PRC software. Probability ramp control: Decision support software that calculates propofol doses appropriate for age and weight of the patient |
Period Title: Overall Study | ||
STARTED | 20 | 20 |
COMPLETED | 19 | 20 |
NOT COMPLETED | 1 | 0 |
Baseline Characteristics
Arm/Group Title | Monitoring | Probability Ramp Control | Total |
---|---|---|---|
Arm/Group Description | Standard of care sedation by CRNA using proposal with manual recording of drug dosing Monitoring: Manual recording of drug doses determined by CRNA | Propofol titrated to deep sedation using PRC software. Probability ramp control: Decision support software that calculates propofol doses appropriate for age and weight of the patient | Total of all reporting groups |
Overall Participants | 20 | 20 | 40 |
Age (years) [Mean (Standard Deviation) ] | |||
Mean (Standard Deviation) [years] |
48.5
(14.2)
|
52.8
(16.5)
|
50.625
(15.345)
|
Sex: Female, Male (Count of Participants) | |||
Female |
8
40%
|
13
65%
|
21
52.5%
|
Male |
12
60%
|
7
35%
|
19
47.5%
|
ASA 3 (Count of Participants) | |||
Count of Participants [Participants] |
7
35%
|
8
40%
|
15
37.5%
|
Weight (kg) [Mean (Standard Deviation) ] | |||
Mean (Standard Deviation) [kg] |
82.3
(27.4)
|
82.1
(23.9)
|
82.22
(25.4)
|
Outcome Measures
Title | Number of Participants Requiring Adjustment in Propofol Dosing |
---|---|
Description | Following initial sedation, an infusion rate for propofol is determined by the CRNA (control) or software (experimental). If this rate is appropriate for the duration of the brief procedure, no adjustment to the rate will be required. A greater requirement for rate changes suggests that the anesthesia provider needs to be immediately available to perform these adjustments. |
Time Frame | Intraprocedure (average of 9 minutes) |
Outcome Measure Data
Analysis Population Description |
---|
[Not Specified] |
Arm/Group Title | Monitoring | Probability Ramp Control |
---|---|---|
Arm/Group Description | Standard of care sedation by CRNA using proposal with manual recording of drug dosing Monitoring: Manual recording of drug doses determined by CRNA | Propofol titrated to deep sedation using PRC software. Probability ramp control: Decision support software that calculates propofol doses appropriate for age and weight of the patient |
Measure Participants | 19 | 20 |
Count of Participants [Participants] |
16
80%
|
2
10%
|
Title | Decrease in Minute Ventilation From Baseline |
---|---|
Description | Minute ventilation as determined by respiratory inductance plethysmography from initiation of sedation until emergence. |
Time Frame | Duration of sedation (average of 25 minutes) |
Outcome Measure Data
Analysis Population Description |
---|
[Not Specified] |
Arm/Group Title | Monitoring | Probability Ramp Control |
---|---|---|
Arm/Group Description | Standard of care sedation by CRNA using proposal with manual recording of drug dosing Monitoring: Manual recording of drug doses determined by CRNA | Propofol titrated to deep sedation using PRC software. Probability ramp control: Decision support software that calculates propofol doses appropriate for age and weight of the patient |
Measure Participants | 19 | 20 |
Median (97.5% Confidence Interval) [percentage of baseline] |
25
|
50
|
Title | Time Spent Below a Saturation of 80% |
---|---|
Description | Number of seconds spent below saturation of 80%, reported as the total per group |
Time Frame | Duration of sedation (mean 25 minutes) |
Outcome Measure Data
Analysis Population Description |
---|
[Not Specified] |
Arm/Group Title | Monitoring | Probability Ramp Control |
---|---|---|
Arm/Group Description | Standard of care sedation by CRNA using proposal with manual recording of drug dosing Monitoring: Manual recording of drug doses determined by CRNA | Propofol titrated to deep sedation using PRC software. Probability ramp control: Decision support software that calculates propofol doses appropriate for age and weight of the patient |
Measure Participants | 20 | 20 |
Measure seconds | 29686 | 30552 |
Count of Units [seconds] |
168
|
22
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Monitoring, Probability Ramp Control |
---|---|---|
Comments | Fisher's exact test for odd's ratio of time below a saturation of 80% to total time | |
Type of Statistical Test | Other | |
Comments | ||
Statistical Test of Hypothesis | p-Value | <0.0001 |
Comments | ||
Method | Fisher Exact | |
Comments | ||
Method of Estimation | Estimation Parameter | Odds Ratio (OR) |
Estimated Value | 7.9 | |
Confidence Interval |
(2-Sided) 95% 4.21 to 14.81 |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Procedure Time |
---|---|
Description | Time from endoscopic intubation until completion of the procedure. This is not really an outcome measure, but is used to assess balance between groups. |
Time Frame | Procedure time (average of 9 minutes) |
Outcome Measure Data
Analysis Population Description |
---|
[Not Specified] |
Arm/Group Title | Monitoring | Probability Ramp Control |
---|---|---|
Arm/Group Description | Standard of care sedation by CRNA using proposal with manual recording of drug dosing Monitoring: Manual recording of drug doses determined by CRNA | Propofol titrated to deep sedation using PRC software. Probability ramp control: Decision support software that calculates propofol doses appropriate for age and weight of the patient |
Measure Participants | 20 | 20 |
Mean (Standard Deviation) [minutes] |
9.03
(3.75)
|
8.9
(4.75)
|
Adverse Events
Time Frame | Duration of sedation (mean 25 minutes) | |||
---|---|---|---|---|
Adverse Event Reporting Description | ||||
Arm/Group Title | Monitoring | Probability Ramp Control | ||
Arm/Group Description | Standard of care sedation by CRNA using proposal with manual recording of drug dosing Monitoring: Manual recording of drug doses determined by CRNA | Propofol titrated to deep sedation using PRC software. Probability ramp control: Decision support software that calculates propofol doses appropriate for age and weight of the patient | ||
All Cause Mortality |
||||
Monitoring | Probability Ramp Control | |||
Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | |
Total | 0/20 (0%) | 0/20 (0%) | ||
Serious Adverse Events |
||||
Monitoring | Probability Ramp Control | |||
Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | |
Total | 0/20 (0%) | 0/20 (0%) | ||
Other (Not Including Serious) Adverse Events |
||||
Monitoring | Probability Ramp Control | |||
Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | |
Total | 1/20 (5%) | 0/20 (0%) | ||
Respiratory, thoracic and mediastinal disorders | ||||
Desaturation | 1/20 (5%) | 1 | 0/20 (0%) | 0 |
Limitations/Caveats
More Information
Certain Agreements
Principal Investigators are NOT employed by the organization sponsoring the study.
There is NOT an agreement between Principal Investigators and the Sponsor (or its agents) that restricts the PI's rights to discuss or publish trial results after the trial is completed.
Results Point of Contact
Name/Title | Vice-Chair of Research |
---|---|
Organization | University of Pennsylvania |
Phone | (215) 662-3766 |
roderic.eckenhoff@uphs.upenn.edu |
- 817166