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Part A · Sedation

Getting the drug right in a child who has to keep breathing.

Exercise A1

The MRI that went wrong

5-year-old · 20 kg · Paedfusor · Manual mode

A 5-year-old for MRI. You give 3.5 mg/kg propofol; she is asleep in forty seconds and the scan starts. Everyone relaxes.

Open the workbench, set up for A1 →
Do this
  1. Press Bolus 3.5 mg/kg, then Run. Watch the violet (effect-site) line.
  2. When the violet line peaks, press Bolus 1 mg/kg three times about a minute apart — "she moved".
  3. Pause. Read Ce and the decrement time.
Predict: how many minutes after the bolus does the brain concentration peak — and does it peak above or below 3 µg/mL?
What you should see
On the screen

Ce climbs for about 4½ minutes after the syringe is empty and peaks near 3.6 µg/mL — deep enough for apnoea, three minutes after everyone stopped watching. The three top-ups take Ce from 3.9 to 5.2: general anaesthesia, not sedation. The predicted time to Ce 1.0 doubles from about 18 to 37 minutes.

Why it matters

The child moved because the first bolus was redistributing away from a brain that had only just peaked — not because the dose was too small. Re-dosing before peak effect stacks boluses on a rising concentration. Wait for the peak before you judge.

≈ 3 min
Exercise A2

The same MRI, on TCI

5-year-old · 20 kg · Paedfusor · TCI · effect 2.5

Same child, same scan. This time the pump targets an effect-site concentration of 2.5 µg/mL.

Open the workbench, set up for A2 →
Do this
  1. Press Run. Watch the pump give one bolus, let plasma spike, then stop and wait.
  2. Open the Infusion rate tab and watch the rate over 40 minutes.
  3. At 40 minutes press Stop infusion and read the decrement time.
Predict: the maintenance rate at 5 minutes and at 40 minutes, in mg/kg/h.
What you should see
On the screen

One calculated bolus (about 2.8 mg/kg), plasma to about 4.6, and Ce arriving at 2.5 by four minutes with no overshoot. The rate then falls: roughly 11.7 → 10.5 → 8.9 → 7.4 mg/kg/h over forty minutes. About 8.5 mg/kg given; predicted 27 minutes to Ce 1.0.

Why it matters

The falling rate is the pump replacing less as the muscle compartment fills. A fixed manual rate that was right at minute five is overshooting by minute thirty. TCI is not "less drug" — it is the right amount at the right time, with a wake-up prediction thrown in.

≈ 3 min
Exercise A3

The frightened child — titrating up

5-year-old · 20 kg · Paedfusor · TCI · plasma, then TCI · effect

Intranasal dexmedetomidine has taken the edge off; the cannula is in for a CT with contrast. You start plasma-targeted TCI at 1.5 and the child is still restless.

Open the workbench, set up for A3 →
Do this
  1. Run 5 minutes. Compare Cp and Ce.
  2. Raise the plasma target to 2.0. Time how long Ce takes to reach 1.8.
  3. Reset, switch to TCI · effect, target 1.5, run 5 minutes, then step to 2.0. Time it again.
Predict: after a 0.5 plasma step, how long before the brain has most of it — one, three or six minutes?
What you should see
On the screen

At five minutes on plasma target 1.5, Ce is still only about 1.1. After the step to 2.0, Ce reaches 1.4 at one minute, 1.6 at three and 1.8 at six. With an effect-site step, plasma spikes to about 2.8 and Ce is at 2.0 within three minutes.

Why it matters

Titration is a series of steps and waits, and the wait depends on which concentration you are targeting. Judge a plasma step at five minutes, an effect-site step at three. Impatience, not the drug, is the usual cause of oversedation in a child who was only restless.

≈ 4 min
Exercise A4

Endoscopy — short procedure, long tail

10-year-old · 32 kg · Paedfusor · TCI · effect 3.0

A gastroscopy list. Deep sedation at Ce 3.0 for scope insertion. One case takes 20 minutes; the next, a therapeutic case, runs for 60.

Open the workbench, set up for A4 →
Do this
  1. Run 20 minutes (two presses of ⏩ +10 min). Read total dose and the decrement time to 1.0.
  2. Reset and run 60 minutes. Read the same two numbers.
  3. Open the Decrement vs duration tab.
Predict: tripling the procedure time — does the wake-up time triple, double, or grow by less than that?
What you should see
On the screen

20 minutes: about 6.3 mg/kg given, 29 minutes to Ce 1.0. 60 minutes: 12 mg/kg, 46 minutes. The decrement curve rises steeply in the first hour and then flattens.

Why it matters

Propofol's context-sensitivity is real but bounded. For short procedures the target you finish on matters more than the time you ran — step down to 2.0 for the last five minutes and watch the prediction shorten.

≈ 3 min
Exercise A5

The 6-month-old for MRI — which model?

Infant · 7 kg · all three models · Compare view

A 6-month-old, 7 kg, for a brain MRI. Which model do you put in the pump?

Open the workbench, set up for A5 →
Do this
  1. Read the comparison table: V1 per kg, clearance per kg and 60-minute dose for each model.
  2. Click each model button and read the validity badge.
  3. Look at the induction bolus each model would give for the same target.
Predict: which model gives the largest induction bolus for this infant, and by how much?
What you should see
On the screen

V1 0.41 / 0.46 / 0.23 L/kg for Kataria / Paedfusor / Eleveld; the weight-based models give twice the loading dose. Kataria and Paedfusor are flagged "outside validated range"; only Eleveld carries a maturation term. Sixty-minute totals converge (12.6, 14.3, 13.0 mg/kg) even though the starts differ two-fold.

Why it matters

Below one year, model choice is the biggest single decision on the pump, and no model has enough infants in it. This is where processed EEG earns its place: titrate to the brain you can see.

≈ 3 min
Exercise A6

The obese adolescent for dental extraction

12-year-old · 60 kg · 152 cm · BMI 26 · Paedfusor vs Eleveld

Multiple extractions under sedation; the list runs 90 minutes.

Open the workbench, set up for A6 →
Do this
  1. Read the comparison table: V1 per kg and 60-minute dose on each model.
  2. Run 90 minutes on Paedfusor and read the decrement time to 1.0.
  3. Reset, switch to Eleveld, run 90 minutes, read it again.
Predict: do the two models agree on when this child wakes — within five minutes, or not at all?
What you should see
On the screen

V1 0.46 L/kg on Paedfusor against 0.10 on Eleveld. Sixty-minute dose 656 mg versus 532 mg (Kataria: 902 mg). After 90 minutes, Paedfusor predicts about 60 minutes to Ce 1.0; Eleveld about 29.

Why it matters

Weight-proportional models scale everything by the kilograms on the scale, fat included; Eleveld scales V3 to fat-free mass and clearance allometrically. In obesity, per-kilogram dosing quietly becomes overdosing — and the models disagree by a factor of two about recovery.

≈ 4 min
Exercise A7

No TCI pump — passive TIVA

5-year-old · 20 kg · Paedfusor · Manual mode

A district hospital with one ordinary syringe pump and no TCI software. Can you hold a steady concentration by hand?

Open the workbench, set up for A7 →
Do this
  1. Press McFarlan stepped (2.5 mg/kg then 15 → 13 → 11 → 10 → 9 mg/kg/h). Run 60 minutes. Note Cp at 15, 30 and 60 minutes.
  2. Reset. Press Bolus 2.5 mg/kg with the rate at 10 mg/kg/h. Run 60 minutes. Note the same three readings.
  3. Optional: open Compare models with the stepped regimen running.
Predict: with bolus + fixed 10 mg/kg/h, is the child lighter or deeper at 15 minutes than at 60?
What you should see
On the screen

McFarlan: plasma settles at about 3.6 by 13 minutes and holds within 0.1 for the hour — a staircase drawn under the TCI curve. Bolus + fixed rate: plasma sags to 2.7 at 13 minutes (light — the child moves) and creeps back to 3.0 by the hour (deepening — the slow wake).

Why it matters

A stepped regimen is a TCI pump with a human doing the arithmetic; apps such as iTIVA make the steps explicit. Write the rates and the times on the syringe label — and the sixth thing you write is the time you will step down for emergence.

≈ 4 min

Part B · Anaesthesia

Induction, maintenance and emergence — and the numbers nobody has measured in your patient.

Exercise B1

Day-case hernia — induction to emergence

2-year-old · 12 kg · Paedfusor · TCI · effect

Inguinal hernia repair, LMA, caudal block. Effect-site induction at 4.0, maintenance at 3.0, wake-up planned at Ce 1.2.

Open the workbench, set up for B1 →
Do this
  1. Run. At 5 minutes read the infusion rate.
  2. Set the target to 3.0 (LMA in, surgery starts). Read the rate at 15 and 45 minutes.
  3. At 45 minutes read the decrement time to 1.2. Then set the target to 2.0 and read it again after two minutes.
Predict: the maintenance rate at 5 minutes for a 2-year-old, in mg/kg/h — and by how much it has fallen at 45 minutes.
What you should see
On the screen

Induction bolus about 4.6 mg/kg, plasma peaking near 7.5, Ce 4.0 at four minutes. Rate nearly 20 mg/kg/h at 5 minutes, 11.8 at 15, 9.4 at 45. About 12 mg/kg given by 45 minutes. The wake-up prediction shortens when the last minutes run at a lower target.

Why it matters

Small children need more per kilogram and the requirement falls continuously — no fixed rate can follow it. Emergence is planned at the thirty-minutes-to-go mark, not at skin closure.

≈ 4 min
Exercise B2

The long case

10-year-old · 32 kg · Paedfusor · TCI · effect 3.0

A three-hour case. Does duration still matter with propofol?

Open the workbench, set up for B2 →
Do this
  1. Run 60 minutes; read the decrement time to 1.2 and the total dose.
  2. Reset; run 180 minutes; read them again.
  3. Open Decrement vs duration and slide the wake-up Ce from 1.2 to 1.5 to 2.0.
Predict: which changes the wake-up time more — running three hours instead of one, or finishing at Ce 2.0 instead of 3.0?
What you should see
On the screen

About 46 minutes to Ce 1.2 after one hour; about 50 minutes after three hours. Twelve versus twenty-six mg/kg given. Moving the wake-up target shifts the curve far more than duration does.

Why it matters

With propofol, how deep you finish matters more than how long you ran. A step-down in the last half hour is worth more than any amount of worrying about the clock. For fentanyl this exercise would look completely different — which is why we do not infuse it.

≈ 3 min
Exercise B3

Laryngeal papilloma — deep, but breathing

5-year-old · 20 kg · Paedfusor · both TCI modes

The surgeon wants a still, spontaneously breathing child at about Ce 3.5. Two ways to get there.

Open the workbench, set up for B3 →
Do this
  1. Effect-site target 3.5 from the start. Run and note the highest plasma value.
  2. Reset. Switch to TCI · plasma, target 2.0. Every three minutes raise it by 0.5 until 3.5. Note the highest plasma value and when Ce reaches 3.
Predict: with effect-site targeting, how high does plasma go to reach Ce 3.5 — about 4, 5 or 7 µg/mL?
What you should see
On the screen

Effect-site targeting spikes plasma to about 7.7 — more than twice the target — as the pump front-loads. Plasma steps never exceed the target, and Ce reaches about 3.1 by twelve minutes.

Why it matters

Mode is a clinical decision, not a pump setting. For a child who must keep breathing, step the plasma target and accept the wait; for a secured airway, let the effect site lead.

≈ 4 min
Exercise B4

The 60 kg teenager and the birthday effect

12–16 years · 60 kg · Paedfusor vs Eleveld

The same 60 kg body at 12, 13, 14, 15 and 16 years. Does the model think she is the same patient?

Open the workbench, set up for B4 →
Do this
  1. Read V1 per kg. Slide the age to 13, 14, 15, 16 and read it each time.
  2. Switch to Eleveld and repeat.
  3. Run an hour at target 3.0 on each and read the total in mg/kg.
Predict: between 12 and 16 years, does Paedfusor's induction dose for this 60 kg body change by 10 %, 25 % or 50 %?
What you should see
On the screen

Paedfusor V1: 0.46 L/kg at 12, 0.34 at 14, 0.22 at 16 — the loading dose halves across four birthdays, in steps. Eleveld: 0.10 L/kg, ke₀ 0.15, time to peak 2.8 min, changing smoothly.

Why it matters

Paedfusor is a paediatric front-end joined to adult Marsh, and the join shows at 13–16 years. Know where your model's seams are, and watch cumulative mg/kg on every long case — propofol infusion syndrome is a dose-and-time disease.

≈ 3 min
Exercise B5

ke₀ — the number nobody measured in your patient

5-year-old · 20 kg · Paedfusor · TCI · effect 3.0

The same child, the same target, the same drug — and one constant that decides how the pump behaves at induction.

Open the workbench, set up for B5 →
Do this
  1. Run with the model default ke₀ 0.26. Note the time to peak effect and the highest plasma value.
  2. Reset. Set the ke₀ slider to 0.91. Run again and note both numbers.
Predict: which ke₀ makes the pump give the bigger plasma spike — the slow one (0.26) or the fast one (0.91)?
What you should see
On the screen

ke₀ 0.26: peak effect at 4.4 minutes, plasma spiking to about 6.2 to reach Ce 3. ke₀ 0.91: peak at 2.1 minutes, plasma only 3.9. Every decrement time on the screen moves too.

Why it matters

ke₀ is the least certain number in paediatric TCI and the one with the largest effect on what the pump does at induction. It is the strongest argument for watching the EEG rather than trusting the violet line.

≈ 3 min
Before you rely on any of this: everything on the workbench is a model prediction — nothing is measured, and the numbers above are for its default settings (Paedfusor, ke₀ 0.26 unless stated). It is for building intuition, never for dosing a patient. Kataria has no published ke₀ (the workbench uses a time-to-peak estimate); commercial pumps differ in limits and ke₀ choices.