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Page 1: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Understanding The Maths Behind PiCCO™

philippelefevre.com

Page 2: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Measurements

• Blood pressure • Arterial blood temperature • Time • Injectate (volume) and temperature

• Patient height, sex and age

• Heart rate • Cardiac output • Stroke volume • Stroke volume variation • Pulse pressure variation • Global end diastolic volume • Intrathoracic blood volume • Extravascular lung water • Systemic vascular resistance

• Cardiac index • Cardiac function index • Global end diastolic volume index • Intrathoracic blood volume index • Extravascular lung water index • Systemic vascular resistance index

Derived values

Page 3: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Fluid DistributionCardiac Function

Vascular Tone

PiCCO™

Page 4: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Thermodilution Pulse ContourPiCCO™

Page 5: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

The Maths Behind PiCCO™

• Cardiac Function

• PiCCO in Action

• Fluid Distribution

• Vascular Tone

• Calibrated Pulse Contour Analysis

Page 6: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Cardiac Function

Page 7: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

CVC Internal Jugular / Subclavian

Arterial Catheter and Thermistor

Page 8: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

[indicator]

t

Page 9: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Volume =Amount of IndicatorΔ Concentration

Stewart-Hamilton

VolumeTime

Flow =

Bucket full of pure water !5mg of indicator !Indicator concentration after mixing is 2.5mg/l !What is the volume of water in the bucket?

Page 10: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Stewart-Hamilton

[indicator]

t

Average Δ ConcentrationCardiac Output =

Amount of Indicator( )time

Average Δ Concentration

time

Average Δ ConcentrationVolume =Amount of Indicator

Page 11: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Stewart-Hamilton

[indicator]

t

Average Δ Concentration

time

Average Δ ConcentrationVolume =Amount of Indicator

Average Δ Concentration . timeCardiac Output = Amount of Indicator

Page 12: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Recirculation

[indicator]

t

Average Δ Concentration

time

Average Δ ConcentrationVolume =Amount of Indicator

Average Δ Concentration . timeCardiac Output = Amount of Indicator

Page 13: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Correcting for Recirculation

t

ln[indicator]

time

[indicator]

t

Page 14: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

PiCCO Thermodilution

Cardiac Output = V (Tb - Ti) K1 K2

ΔTb . Δt ∫∞

0

Tb is initial blood temperature

V is volume of injectate

Ti is injectate temperature

K1 corrects for specific gravity of blood

K2 corrects for units, catheter dead space and rate of heat change

t is time

where:

Page 15: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

PiCCO in action™

Page 16: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

PiCCO Plumbing™

Page 17: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

PiCCO Arterial Lines (Pulsocath™)

Page 18: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

PiCCO Thermodilution in action™

Page 19: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Fluid Distribution

Page 20: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

EVLW

RA

RV

PBV

LA

LV

Fluid Distribution

Page 21: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Intrathoracic Thermal Volume

Pulmonary Thermal Volume

Global End Diastolic Volume

Extravascular Lung Water

Intrathoracic Blood Volume

Accessible Compartments: PiCCO™

Page 22: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Intrathoracic Thermal Volume

Intrathoracic Thermal Volume = Cardiac Output . Mean Transit Time

ln[indicator]

tMean Transit Time

• Water conducts heat rapidly

• Thermal indicator distributes rapidly to all interstitial and intracellular compartments within a few micrometers of the pulmonary vascular tree

Page 23: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Intrathoracic Thermal Volume

Pulmonary Thermal Volume

Global End Diastolic Volume

Extravascular Lung Water

Intrathoracic Blood Volume

ITTV = CO . MTT

Accessible Compartments: PiCCO™

Page 24: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !
Page 25: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Pulmonary Thermal Volume

dA

dt=

QA

Vrate of change of indicator

( )AV=c e V

Q

after integration

ln[indicator]

t

small chamber

large chamber

The washout curve of indicator at the end of the series is dominated by the washout of the largest chamber.

Newman’s Indicator Dilution Theory

The fluid compartments of the thorax are mixing chambers connected in series. !The pulmonary thermal volume behaves as a single mixing chamber for thermal indicator. !The pulmonary thermal volume is the largest chamber.

Newman E, Merrell M, Genecin A, Monge C, Milnor WR, and McKeever WP. Circulation 4: 735–746, 1951.

Page 26: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Pulmonary Thermal Volume

t(½) = ln2 . τ

or:

ln2t(½)

τ =

Pulmonary Thermal Volume = Cardiac Output . DSt

τDown Slope Time

[indicator]

t

Polonium-210 has a half-life of 138 days, and a time constant of 200 daysN(t) = N0 . e

τ-t( )

τ is the time constantwhere:

In an exponential decay:

Page 27: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Newman’s Clinical Data

Page 28: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !
Page 29: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Intrathoracic Thermal Volume

Pulmonary Thermal Volume

Global End Diastolic Volume

Extravascular Lung Water

Intrathoracic Blood Volume

ITTV = CO . MTT

PTV = CO . DSt

GEDV = ITTV - PTV

Accessible Compartments: PiCCO™

Page 30: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Intrathoracic Thermal Volume

Pulmonary Thermal Volume

Global End Diastolic Volume

Extravascular Lung Water

Intrathoracic Blood Volume

!

Double Indicator Dilution Technique

Volume of distribution of iodocyanine green

ITTV = CO . MTT

PTV = CO . DSt

GEDV = ITTV - PTV

Page 31: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Intrathoracic Blood Volume

∝ 4 : 5

Sakka SG, Ruhl CC et al. Assesment of cardiac preload and extravascular lung water by single transpulmonary thermodilution. CIntensive Care Med 2000; 26:180-187

Page 32: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Intrathoracic Thermal Volume

Pulmonary Thermal Volume

Global End Diastolic Volume

Extravascular Lung Water

Intrathoracic Blood Volume

ITTV = CO . MTT

PTV = CO . DSt

GEDV = ITTV - PTV

ITBV = 1.25 GEDV

EVLW = ITTV - ITBV

Accessible Compartments: PiCCO™

Page 33: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

GEDVI

EVLWI

ITBVI

Indexed Values

ml.m-2

ml.m-2

ml.kg-2

Predicted Weight

Predicted Weight

Predicted Surface Area

• Predicted body weight / surface area provides more accurate results, particularly in overweight patients.

• Predicted values based on age, sex, and height

Page 34: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Pressure as an Indicator of Preload

Lichtwarck-Aschoff M. et al,Intrathoracic blood volume accurately reflects circulatory volume status in critically ill patients with mechanical ventilation. Intensive Care Medicine 18: 142-147, 1992

Page 35: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Volume as an Indicator of Preload

Lichtwarck-Aschoff M. et al,Intrathoracic blood volume accurately reflects circulatory volume status in critically ill patients with mechanical ventilation. Intensive Care Medicine 18: 142-147, 1992

Page 36: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Cardiac Function Index

• Independent of preload

• Inotrope titration

Global End Diastolic Volume IndexCardiac Function Index =

Cardiac Index

Page 37: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Vascular Tone

Page 38: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

MAP

CO

Vascular Tone

PDOhm’s LawI

R =

(MAP - CVP)CO

SVR =

PFZ

= Systemic BP at Zero Flow PFZ

Page 39: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Continuous Analysis

Page 40: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Continuous Analysis

• Pulse Contour Cardiac Output

• Heart Rate

• Arterial Pressure

• Stroke Volume Index

• Stroke Volume Variation

Page 41: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Calibrated Continuous Pulse Contour Analysis

SVRP(t)

Pulse Contour Cardiac Output = Cal . HR C(p)dPdt( ) dt∫

0

Page 42: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Pulse Pressure / Stroke Volume Variation

• Calculated on four 7.5 second epochs averaged over 30 seconds

• Increased in Positive Pressure Ventilation

• Unreliable in cardiac arrhythmia and valve disease

SVV =SV mean

(SV max – SV min)

expiration inspiration

Page 43: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

SVV Evidence

Parameter Setting Sensitivity / Specificity

PPV Sepsis 94 / 96

SVV Neurosurgery 79 / 93

SVV Cardiac Surgery 79 / 85

Michard F. Anesthesiology 2005; 103:419-428.

Berkenstadt, et al. Anesth Analg. 2001; 92 (4): 984.

Reuter D, et al. Crit. Care Med 2003; 31:1300-404.

• No evidence in unventilated patients

• Requires regular controlled ventilation

• Vt at least 8 ml.kg

• If SVV > 13% fluids will work

• If SVV < 6% fluids will not work

-2

Page 44: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

PiCCO Decision Tree

+

CI (l/min/m 2 )

GEDI (ml/m 2 ) or ITBI ( ml/m 2 )

ELWI (ml/kg) (slowly responding)

> 3.0 < 3.0

>700 >850

<700 <850

>700 >850

<700 <850

ELWI (ml/kg)

GEDI (ml/m 2 ) or ITBI (ml/m 2 )

CFI (1/min) or GEF (%)

<10 >10 <10 <10 <10 >10 >10 >10

V+ V+! V+! V+ Cat Cat

OK!

V -

>700 >850

700 - 800 850 - 1000

>4.5 >25

>5.5 >30

>4.5 >25

700 - 800 850 - 1000

Cat

>5.5 >30

>700 >850

700 - 800 850 - 1000

700 - 800 850 - 1000

< 10 < 10 < 10 < 10

V -

>700 >850

<10 Optimise to SVV (%) <10 <10 <10

R E S U L T S

T A R G E T

T H E R A P Y

1.

2. <10 <10 <10 <10

Page 45: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

The Maths Behind PiCCO™

• Cardiac Function

• PiCCO in Action

• Fluid Distribution

• Vascular Tone

• Calibrated Pulse Contour Analysis

Page 46: Understanding The Maths Behind PiCCO - Philippe …philippelefevre.com/downloads/my_presentations/PiCCO.pdf · Understanding The Maths Behind PiCCO ... Bucket full of pure water !

Questions