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This study validates the pharmacodynamic analgesic predictions (effect) given by Minto's remifentanil pharmacokinetic and dynamic model in conscious sedation. This standard model is based on the electroencephalogram (EEG) changes induced by this opioid as a proxy for describing the remifentanil analgesic effect, which might be only valid for high concentrations. Validation of the standard remifentanil model for low concentrations under sedation is needed for safer remifentanil administration.
According to pharmacokinetic and-dynamic (PK/PD) models, the proper use of anesthetics depends on the effect-sites mechanisms and the time-courses of action. This aspect is crucial for the practitioners to target the desired effect-site concentrations of the drugs (drug concentration at brain) by optimizing the drug administration using target control infusion (TCI) systems operating under these model predictions.
For more than two decades, the pharmacodynamic properties of remifentanil relied on Minto's model, which is based on processed EEG as the reference to quantify the analgesic effect and effect-site concentration estimate. This remifentanil pharmacodynamic was modeled under conditions administered to volunteers rapidly and at very high doses to induce substantial changes in the spontaneous processed EEG. The experimental concentrations and infusion rates are far from sedative levels, where the EEG has shown a clear response to hypnosis but not to analgesia or nociception.
Under the hypothesis that pharmacological models should predict equally well the effects induced by drugs at different concentrations levels, the purpose of this study is to evaluate and validate the pharmacodynamic predictions given by Minto's model in patients under conscious sedation using the algometry as a reference of nociception.
The study recruits 100 female patients scheduled for benign gynecological surgery divided into three groups. A group of 35 patients receives a constant TCI effect-site target infusion of 1.5 ng/ml of remifentanil for 25 min. The second group of 35 follow the same protocol with a bolus of 1 mg of midazolam before the remifentanil infusion. The rest configures the control group under saline solution.
Experimental data consist of basal algometry (pressure pain threshold) aside from BIS index, blood pressure, and heart rate values and at time-points of 1.5, 5, 10, 15, 18, 20, and 25 minutes after induction.
Minto's remifentanil pharmacodynamic model validation relies on comparing the levels and temporal evolution of the algometry measurements during the whole experiment concerning the effect-site estimations provided by the TCI-pump Minto's model.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Group I TCI effect-site target infusion of 1.5 ng/ml of remifentanil | Group I of 35 patients received a constant TCI effect-site target infusion of 1.5 ng/ml of remifentanil for 25 min. |
| |
| Group II TCI effect-site target infusion of 1.5 ng/ml of remifentanil + 1 mg Midazolam iv | Group II of 35 patients received a constant TCI effect-site target infusion of 1.5 ng/ml of remifentanil for 25 min with a bolus of 1 mg of midazolam previous to the remifentanil infusion |
| |
| Group III Control | Group III of 30 patients. The same TCI system provided the saline solution in the control group under an equivalent simulation profile to the remifentanil administration |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Remifentanil 1 MG Injection [Ultiva] | Drug | Group I TCI effect-site target infusion of 1.5 ng/ml of remifentanil. |
|
| Measure | Description | Time Frame |
|---|---|---|
| Pressure pain threshold (PPT) Baseline | Measurement of pressure pain threshold (0 - 1.000 kPa) by algometry before starting the administration of remifentanil. | Baseline |
| Pressure pain threshold (PPT) 1.5 minutes | Measurement of pressure pain threshold (0 - 1.000 kPa) by algometry 1.5 minutes after starting the administration of remifentanil. | 1.5 minutes |
| Pressure pain threshold (PPT) 5 minutes | Measurement of pressure pain threshold (0 - 1.000 kPa) by algometry 5 minutes after starting the administration of remifentanil. | 5 minutes |
| Pressure pain threshold (PPT) 10 minutes | Measurement of pressure pain threshold (0 - 1.000 kPa) by algometry 10 minutes after starting the administration of remifentanil. | 10 minutes |
| Pressure pain threshold (PPT) 15 minutes | Measurement of pressure pain threshold(0 - 1.000 kPa) by algometry 15 minutes after starting the administration of remifentanil. | 15 minutes |
| Pressure pain threshold (PPT) 18 minutes | Measurement of pressure pain threshold (0 - 1.000 kPa) by algometry 18 minutes after starting the administration of remifentanil. | 18 minutes |
| Pressure pain threshold (PPT) 20 minutes | Measurement of pressure pain threshold (0 - 1.000 kPa) by algometry 20 minutes after starting the administration of remifentanil. |
| Measure | Description | Time Frame |
|---|---|---|
| Age | Apart from standard anthropometric data (Weight, Height, etc), age is of significant relevance for evaluating the possible effect of age on the pharmacodynamic properties of remifentanil and the algometry. | Single annotation. |
| Mean arterial pressure (MAP) Baseline |
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Inclusion Criteria:
Exclusion Criteria:
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We enrolled 100 female patients scheduled for benign gynaecological surgery. A group of 35 patients received a constant TCI effect-site target infusion of 1.5 ng/ml of remifentanil for 25 min. The second group of 35 followed the same protocol with a bolus of 1 mg of midazolam previous to the remifentanil infusion to evaluate potential anxiolysis effects. The rest configured to the control group.
Algometry was used to quantify pressure pain thresholds regarding basal measurements at time-points of 1.5, 5, 10, 15, 18, 20, and 25 min after induction began beside the blood pressure and heart rate.
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| Name | Affiliation | Role |
|---|---|---|
| Ana Abad-Torrent, M.D | University Vall d'Hebron Hospital | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Ana Abad-Torrent | Barcelona | 08035 | Spain |
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| ID | Term |
|---|---|
| D000077208 | Remifentanil |
| D007267 | Injections |
| D000701 | Analgesics, Opioid |
| D008874 | Midazolam |
| D001569 | Benzodiazepines |
| D000077330 | Saline Solution |
| D012965 | Sodium Chloride |
| ID | Term |
|---|---|
| D011422 | Propionates |
| D000144 | Acids, Acyclic |
| D002264 | Carboxylic Acids |
| D009930 | Organic Chemicals |
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|
| Midazolam 1 MG/ML Prefilled Syringe | Drug | Group II TCI effect-site target infusion of 1.5 ng/ml of remifentanil + 1 mg Midazolam iv |
|
|
| Saline solution | Drug | Group III Control |
|
|
| Algometry | Device | The algometry technique is used to assess the pain pressure threshold as an analgesic effect of remifentanil concerning Minto's model prediction. |
|
|
| 20 minutes |
| Pressure pain threshold (PPT) 25 minutes | Measurement of pressure pain threshold (0 - 1.000 kPa) by algometry 25 minutes after starting the administration of remifentanil. | 25 minutes |
| Infusion rate | Remifentanil infusion rate (ml/h) administered during the experiment to the patient provided by the TCI system. | Continous measurements every 1 second for the whole experiment of 25 minutes |
| Remifentanil Plasma Concentration (Cp) | Patient's remifentanil plasma concentration (ng/ml) evolution during the experiment given by Minto's model implemented in the TCI system. | Continous measurements every 1 second for the whole experiment of 25 minutes |
| Remifentanil Effect Concentration (Ce) | Patient's remifentanil effect concentration (ng/ml) evolution during the experiment given by Minto's model implemented in the TCI system. | Continous measurements every 1 second for the whole experiment of 25 minutes |
Baseline mean arterial pressure (mmHg) from standard hemodynamic monitor. |
| Baseline |
| Mean arterial pressure (MAP) 1.5 min | Measurement of mean arterial pressure (mmHg) 1.5 minutes after starting the administration of remifentanil. | 1.5 minutes |
| Mean arterial pressure (MAP) 5 min | Measurement of mean arterial pressure (mmHg) 5 minutes after starting the administration of remifentanil. | 5 minutes |
| Mean arterial pressure (MAP) 10 min | Measurement of mean arterial pressure (mmHg) 10 minutes after starting the administration of remifentanil. | 10 minutes |
| Mean arterial pressure (MAP) 15 min | Measurement of mean arterial pressure (mmHg) 15 minutes after starting the administration of remifentanil. | 15 minutes |
| Mean arterial pressure (MAP) 18 min | Measurement of mean arterial pressure (mmHg) 18 minutes after starting the administration of remifentanil. | 18 minutes |
| Mean arterial pressure (MAP) 20 min | Measurement of mean arterial pressure (mmHg) 20 minutes after starting the administration of remifentanil. | 20 minutes |
| Mean arterial pressure (MAP) 25 min | Measurement of mean arterial pressure (mmHg) 25 minutes after starting the administration of remifentanil. | 25 minutes |
| Heart Rate (HR) Baseline | Baseline measurement of heart rate (beats/min) | Baseline |
| Heart Rate (HR) 1.5 min | Measurement of heart rate (beats/min) 1.5 minutes after starting the administration of remifentanil. | 1.5 minutes |
| Heart Rate (HR) 5 min | Measurement of heart rate (beats/min) 5 minutes after starting the administration of remifentanil. | 5 minutes |
| Heart Rate (HR) 10 min | Measurement of heart rate (beats/min) 10 minutes after starting the administration of remifentanil. | 10 minutes |
| Heart Rate (HR) 15 min | Measurement of heart rate (beats/min) 15 minutes after starting the administration of remifentanil. | 15 minutes |
| Heart Rate (HR) 18 min | Measurement of heart rate (beats/min) 18 minutes after starting the administration of remifentanil. | 18 minutes |
| Heart Rate (HR) 20 min | Measurement of heart rate (beats/min) 20 minutes after starting the administration of remifentanil. | 20 minutes |
| Bispectrum (BIS) Baseline | Baseline measurement of EEG Bispectral index (adimensional index from 0- to 100). | Baseline |
| Bispectrum (BIS) 1.5 minutes | EEG Bispectral index (adimensional index from 0- to 100) 1.5 minutes after starting the administration of remifentanil. | 1.5 minutes |
| Bispectrum (BIS) 5 minutes | EEG Bispectral index (adimensional index from 0- to 100) 5 minutes after starting the administration of remifentanil. | 5 minutes |
| Bispectrum (BIS) 10 minutes | EEG Bispectral index (adimensional index from 0- to 100) 10 minutes after starting the administration of remifentanil. | 10 minutes |
| Bispectrum (BIS) 15 minutes | EEG Bispectral index (adimensional index from 0- to 100) 15 minutes after starting the administration of remifentanil. | 15 minutes |
| Bispectrum (BIS) 20 minutes | EEG Bispectral index (adimensional index from 0- to 100) 20 minutes after starting the administration of remifentanil. | 20 minutes |
| Bispectrum (BIS) 25 minutes | EEG Bispectral index (adimensional index from 0- to 100) 25 minutes after starting the administration of remifentanil. | 25 minutes |
| D010880 |
| Piperidines |
| D006573 | Heterocyclic Compounds, 1-Ring |
| D006571 | Heterocyclic Compounds |
| D004333 | Drug Administration Routes |
| D004358 | Drug Therapy |
| D013812 | Therapeutics |
| D009294 | Narcotics |
| D002492 | Central Nervous System Depressants |
| D045505 | Physiological Effects of Drugs |
| D020228 | Pharmacologic Actions |
| D020164 | Chemical Actions and Uses |
| D000700 | Analgesics |
| D018689 | Sensory System Agents |
| D018373 | Peripheral Nervous System Agents |
| D002491 | Central Nervous System Agents |
| D045506 | Therapeutic Uses |
| D001552 | Benzazepines |
| D006574 | Heterocyclic Compounds, 2-Ring |
| D000072471 | Heterocyclic Compounds, Fused-Ring |
| D000077324 | Crystalloid Solutions |
| D007552 | Isotonic Solutions |
| D012996 | Solutions |
| D004364 | Pharmaceutical Preparations |
| D002712 | Chlorides |
| D006851 | Hydrochloric Acid |
| D017606 | Chlorine Compounds |
| D007287 | Inorganic Chemicals |
| D017670 | Sodium Compounds |