| Literature DB >> 32150285 |
Michael E Cloesmeijer1, Huub L A van den Oever2, Ron A A Mathôt1, Marieke Zeeman3, Arriette Kruisdijk-Gerritsen2, Carmen M A Bles2, Polina Nassikovker2, Arthur R de Meijer2, Fred L van Steveninck2, Maurits E L Arbouw4.
Abstract
AIMS: The aim of this study was to investigate the population pharmacokinetics (PK) of clonidine in intensive care unit (ICU) patients in order to develop a dosing regimen for sedation.Entities:
Keywords: clonidine; population pharmacokinetics; sedation
Mesh:
Substances:
Year: 2020 PMID: 32150285 PMCID: PMC7373711 DOI: 10.1111/bcp.14273
Source DB: PubMed Journal: Br J Clin Pharmacol ISSN: 0306-5251 Impact factor: 4.335
Summary of subject demographics
| Median (range) | |
|---|---|
| Patients ( | 24 |
| Continuous veno‐venous haemofiltration patients ( | 3 |
| Total duration of treatment, h | 96 (25–171) |
| Sex (male/female) | 16/8 |
| Age, y | 67 (25–83) |
| Bodyweight, kg | 84 (53–113) |
| Height, cm | 173 (155–189) |
| Body mass index, kg/m2 | 27 (20–44) |
| Body surface area, m2 | 2.0 (1.5–2.4) |
| Urine creatinine, μmol/L | 6.5 (0.8–17.6) |
| Serum creatinine, μmol/L | 74 (32–441) |
| Albumin, g/L | 20 (12–32) |
| Bilirubin, μmol/L | 7 (<3–59) |
FIGURE 1Individual clonidine concentration: time profiles on semi‐logarithmic scale. Numbers 9–32 indicate the ID numbers of the patients. Patients 9–12 received clonidine 600 μg/d; patients 13–16 received 600 μg/d with a loading dose of 300 μg in 4 hours; patients 17–20 received 1200 μg/d; patients 21–24 received 1200 μg/d with a loading dose of 600 μg in 4 hours; patients 25–28 received 1800 μg/d; and patients 29–32 received 1800 μg/d with a loading dose of 900 μg in 4 h. The horizontal grey solid line denotes the total infusion duration. The thick horizontal grey solid line represents the duration of the loading dose, while the thin horizontal grey solid line represents the duration of the maintenance dose. In patient 11, continuous infusion was terminated for 2 hours due to hypotension
Covariate model development
| Model no. | Model | Covariate function | OFV |
|---|---|---|---|
| 0 | 2‐compartment model base | ‐ | −499.57 |
| Forward addition | |||
| 1 | Model 0 + time after start infusion on CL | Linear | −516.05 |
| 2 | Model 0 + body weight on V1 | Allometric | −503.35 |
| 3 | Model 0 + creatinine CL on V1 | Linear | −504.81 |
| 4 | Model 0 + albumin on V1 | Linear | −508.00 |
| 5 | Model 0 + bilirubin on V1 | Linear | −503.51 |
| 6 | Full covariate model, covariates of model 1–5 combined | −531.69 | |
| Backward deletion | |||
| 7 | Model 6 – Time after infusion on CL | Linear | −515.87 |
| 8 | Model 6 – Bodyweight on V1 | Allometric | −507.84 |
| Final model | |||
| 9 | Model 0 + time after start infusion on CL + bodyweight on V1 | Linear and allometric | −519.63 |
CL, clearance.
Population pharmacokinetic parameters of the final model and the results of the bootstrap analysis
| Parameter | Final parameter values (RSE%) [shrinkage %] | Bootstrap median [95% CI] of parameter value |
|---|---|---|
| CL (L/h) | 17.0 (10) | 16.9 [14.1–20.3] |
| V1 (L/70 kg) | 124 (36) | 119 [66.2–186] |
| Q (L/h) | 83.7 (35) | 89.9 [25.1–175] |
| V2 (L) | 178 (35) | 181 [128–269] |
| Increase CL per hour | 0.213 (19) | 0.220 [0.0544–0.441] |
|
| ||
| CL (%CV) | 33.3 (23) [1] | 33.1 [23.9–44.6] |
| V1 (%CV) | 66.8 (39) [4] | 64.7 [34.8–121] |
|
| ||
| Proportional error (%) | 0.141 (4) | 0.139 [0.111–0.167] |
| Additive error (μg/L) | 0.0532 (14) | 0.0496 [0.00651–0.0829] |
V1, central volume of distribution; V2, peripheral volume of distribution; CL, clearance; Q, intercompartmental clearance of peripheral compartment; CV, coefficient of variation; RSE, relative standard error; CI, confidence interval. RSE was calculated as: RSE = 100 × standard error/parameter estimate.
FIGURE 2Goodness‐of‐fit plots of the final population pharmacokinetic model of clonidine. A, Individual predicted vs observed concentrations; B, population predicted vs observed concentrations; C, conditional weighted residuals (CWRES) vs population predicted; D, time after start infusion vs CWRES. The solid line is the line of identity. The red dashed line represents the local regression smooth line (loess smooth)
FIGURE 3Visual predictive check of the final population pharmacokinetic model of clonidine. Dots represent observed data points; the solid black line represents the 50th percentile of observed data; the dashed black lines represent the 5th and 95th percentiles of the population pharmacokinetic model. Shaded areas depict the model predicted 95% confidence intervals of the simulated percentiles
FIGURE 4Simulations of 1000 individuals using continuous intravenous (IV) clonidine for 4 days in patients 53–113 kg, mean 84 kg. A, Continuous IV clonidine of 1200 μg/d (50 μg/h); B, continuous IV clonidine of 1200 μg/d (50 μg/h) and 150 μg IV bolus in 30 minutes; C, continuous IV clonidine of 1200 μg/d (50 μg/h) and 600 μg loading dose in 6 hours. The solid lines represent the median value, while the dashed lines represent the 5th and 95th percentile, respectively. The shaded grey areas depict the 90% prediction interval
Clonidine use in Dutch intensive care units
| IC level | Clonidine use | Indication | Loading dose (μg) | Continuous infusion dose (μg/70 kg/24 h) |
|---|---|---|---|---|
| 3 | Often | Hypertension; sedation | Unknown | Unknown |
| 3 | Often | Substance withdrawal; hypertension; delirium; sedation | 40–120 | 240–1920 |
| 3 | Often | Substance withdrawal; sedation | 150 | 1200 |
| 3 | Often | Substance withdrawal | 75–150 | 1200 |
| 3 | Often | Substance withdrawal; hypertension; delirium | 10 | 960–2400 |
| 3 | Sometimes | Delirium | No loading dose | 720–2400 |
| 3 | Sometimes | Hypertension; delirium | 150 | |
| 3 | Sometimes | Substance withdrawal; delirium | 960 | |
| 2 | Sometimes | Substance withdrawal; delirium | 480–1200 | |
| 2 | Sometimes | Hypertension; sedation | 150 | 960 |
| 2 | Sometimes | Substance withdrawal; hypertension; delirium | 150 | 450–1000 |
| 1 | Sometimes | Hypertension; delirium | 150 | No continuous infusion |
| 1 | Sometimes | Delirium | 50 | 1200–2400 |
| 1 | Sometimes | Delirium | Unknown | Unknown |
Summary of studies of intravenous clonidine for treatment of critically ill patients
| Study ( | Intervention/clonidine dose | Outcome | Main findings | Study design |
|---|---|---|---|---|
| Rubino | Bolus 0.5 μg/kg followed by 1–2 μg/kg/h continuous, or placebo 1680–3360 μg/70 kg/24 h | Neurological outcome and respiratory function | Lower DDS, shorter weaning and shorter period of ICU stay in clonidine group | RCT, blinded pilot study |
| Liatsi | 900–1800 μg in 2 doses of 10 min interval, when effective: 1800–2500 μg/24 h continuous infusion | Respiratory, metabolic and haemodynamic effects | 25/30 pts responded to clonidine. Mild sedation, better ventilation weaning. No severe hypotension or bradycardia | Prospective intervention study, not blinded |
| Fauler | Bolus 150 μg. Mean dose 720 (290–2370) μg/24 h | Kinetic parameters, side effects | Lowering MAP and heart rate not clinically significant | Pharmacokinetic study |
ns, not significant; DDS, delirium detection scale; RCT, randomised controlled trial
Literature on clonidine in perioperative situations
| Study ( | Intervention/clonidine dose/max daily dose | Outcome | Main findings | Study design |
|---|---|---|---|---|
| Bernard | Load 5 μg/kg/60 min 0.3 μg/kg/h during 11 h | Pain | Clonidine delayed onset of pain lower pain score with clonidine 42 ± 5 to 26 ± 3 (scale 0 to 100) | Double blind RCT |
| De Kock | Load 4 μg/kg/30 min 2 μg/kg/h with Anaesthesia | Number of analgesic demands sedation scores | Reduction of analgesic demands 45 ± 27 | RCT, observer blinded |
| Striebel | 300 μg/2 h | Pain | No pain reduction | Double blind RCT |
| Jeffs | Load 4 μg/kg/20 min PCA clonidine 20 μg + morphine 1 mg vs placebo iv + morphine 1 mg | Pain, nausea | Clonidine: Lower pain score in the first 12 h 1 (0–3) | Double blind RCT |
| Marinangeli | Load 2,3,5 μg/kg/30 min 0.3 μg/kg/h during 12 h | Optimal dose when sedation and analgesia is required | 3 μg/kg followed by 0.3 μg/kg/h during 12 h is optimal dose for sedation 2 μg/kg: 5 ± 2 dose morphine 3 μg/kg: 11 ± 3 dose morphine 5 μg/kg: 19 ± 4 dose morphine placebo: 29 ± 8 dose morphine | Double blind RCT dose finding |
RCT, randomised controlled trial
Literature on clonidine in alcohol withdrawal related agitation and delirium
| Study ( | Intervention/clonidine dose | Outcome | Main findings | Study design |
|---|---|---|---|---|
| Spies | Load 150 (75–300) μg max 0.83 (0.07–3.39) μg/kg/h iv flunitrazepam/clonidine 1394 (118–5695) μg/70 kg/24 h or chlormethiazole/haloperidol or flunitrazepam/haloperidol or ethanol | Duration of ICU stay prevention of AWS rate of major intercurrent complications | No difference between the groups | RCT, blinded |
| Spies | Flunitr/clonidine max dose 0.88 (0.14–4.69) μg/kg/h 1478(235–7879) μg/70 kg/24 h chlormethiazole/haloperidol or flunitrazepam/haloperidol or ethanol | Duration of ventilation major intercurrent complications | Some advantage (pneumonia) | RCT, partially blinded (AWS score blinded) |
| Spies | Bolus 150–300 μg max infusion rate 5.5 (2.2–7.4) μg/kg/h 9240 (3696–12432) μg/70 kg/24 h clonidine or flunitrazepam bolus or haloperidol bolus or continuous infusion clonidine/flunitrazepam/haloperidol | Effect of bolus | Decreased severity of AWS with the bolus approach | RCT, blinded |
AWS, alcohol withdrawal syndrome