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The new ARDS definitions: what does it mean? Richard Beale 7 th  September 2012

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The new ARDS definitions: what does it

mean?

Richard Beale7th September 2012

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METHODS

ESICM convened an international panel of experts, withrepresentation of ATS and SCCM

The objectives were to update the ARDS definition using a

systematic analysis of:

• current epidemiologic evidence

• physiological concepts

• results of clinical trials

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Outline of consensus process

Stage 1: Consensus process - Draft Stage 2: Empirical evaluationof draft definition

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Outline of consensus process

Stage 1: Consensus process - Draft

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METHODS

• feasibility 

• reliability 

• validity 

All modifications were based on the principle that syndrome

definitions must fulfill three criteria:

Rubenfeld:2003

 

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FEASIBILITY

Definitions should rely on diagnostic tests that can routinely used

by CLINICIANS to identify patients for appropriate treatments and

by CLINICAL SCIENTISTS to facilitate clinical trial enrolment.

Rubenfeld:2003

 

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RELIABILITY

…identify the same patients…

as measured by inter-observer agreement

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VALIDITY

• Sensitivity and specificity in reference to a gold standard;

• However, ARDS as many syndromes in medicine does not

have a gold standard as reference;

• The validity of definitions may rely on indirect techniques like

face, construct, predictive, and concurrent validity

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VALIDITY

MEASURE

EXPLANATION IN ARDS

FACE VALIDITY

Definition appears “on its face” to

represent the

disease

Patients identified by the

proposed definition “feel

right” to clinicians

CONTENT

VALIDITY

Definition contains all of the

elements relevant to

the disease

Proposed diagnostic criteria

contain all of the elements

deemed essential to the

diagnosis of ALI, usually as

assessed by experts.

CRITERION

VALIDITY

Definition corresponds to a gold

standard

diagnostic criteria for ALI

correspond to a gold

standard

PREDICTIVE

VALIDITY

Definition is able to predict

something it

theoretically should be able topredict

Diagnostic criteria predict some

outcome that is

unique to ALI (e.g., mortality, or response to therapy)

CONCURRENT

VALIDITY

Definition is able to distinguish

between groups that

it theoretically should be able to

distinguish

between

Diagnostic criteria distinguish

 ALI

from other forms of acute

hypoxemic respiratory failure

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VALIDITY

MEASURE

EXPLANATION IN ARDS

FACE VALIDITY

Definition appears “on its face” to

represent the

disease

Patients identified by the

proposed definition “feel

right” to clinicians

CONTENT

VALIDITY

Definition contains all of the

elements relevant to

the disease

Proposed diagnostic criteria

contain all of the elements

deemed essential to the

diagnosis of ALI, usually as

assessed by experts.

CRITERION

VALIDITY

Definition corresponds to a gold

standard

diagnostic criteria for ALI

correspond to a gold

standard

PREDICTIVE

VALIDITY

Definition is able to predict

something it

theoretically should be able topredict

diagnostic criteria predict some

outcome that is

unique to ALI (e.g., mortality, or response to therapy)

CONCURRENT

VALIDITY

Definition is able to distinguish

between groups that

it theoretically should be able to

distinguish

between

diagnostic criteria distinguish

 ALI

from other forms of acute

hypoxemic respiratory failure

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Formalization in a “conceptual model” of how clinicians

recognize patients with the syndrome

Face validity  

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defining criteria that predict outcome (e.g.,

mortality, or response to therapy) 

Predictive validity: 

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THE CONCEPTUAL MODEL OF ARDS

1. ARDS is a type of acute diffuse lung injury associated with recognized risk

factors, characterized by inflammation leading to increased pulmonary

vascular permeability and loss of aerated lung tissue.

2. The hallmarks of the clinical syndrome are hypoxaemia and bilateralradiographic opacities (standard chest x-ray or CT scan);

3. Physiological derangements include increased pulmonary venous

admixture, increased physiological dead-space, decreased respiratory

system compliance;4. Morphological hallmarks are lung oedema, inflammation, hyaline

membrane, and alveolar hemorrhage (i.e., diffuse alveolar damage)

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Outline of consensus process

Stage 2: Empirical evaluationof draft definition

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Cohort Assemblythe panel identified studies that met the following eligibility criteria:

• large, multicenter prospective cohorts, or randomized

trials,

• smaller, single-center prospective studies with unique

radiological or physiological data that enrolled adult

patients with ALI as defined by AECC;

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Variables

• Hospital or 90-day mortality;

• Ventilator- free days at 28 (composite measure of mortality and duration

of mechanical ventilation);

• Duration of mechanical ventilation in survivors (indirect marker of severity

of lung injury);

• Physiological data

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Analytic Framework• Determine the distribution of patient characteristics across the defined

severity categories;

• Evaluate the value of proposed ancillary variables in defining the severe

ARDS subgroup in the draft definition;

• Determine the predictive validity for mortality of the final Berlin Definition;

• Compare the final Berlin Definition to the AECC definition;

• In a post hoc analysis, thresholds that would identify a severe group of 

patients with ARDS who had more than 50% mortality and include more

than 10% of the study population.

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ARDS

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From: Acute Respiratory Distress Syndrome: The Berlin Definition

JAMA. 2012;307(23):2526-2533. doi:10.1001/jama.2012.5669

Th B li D fi iti f ARDS

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From: Acute Respiratory Distress Syndrome: The Berlin Definition

JAMA. 2012;307(23):2526-2533. doi:10.1001/jama.2012.5669

The Berlin Definition of ARDS

300 mmHg = 40 kPa

200 mmHg = 26.7 kPa

100 mmHg = 13.3 kPa

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From: Acute Respiratory Distress Syndrome: The Berlin Definition

JAMA. 2012;307(23):2526-2533. doi:10.1001/jama.2012.5669

Predictive Validity of ARDS Definitions in the Clinical Database 

 AUROC of 0.577 vs 0.536 ; P< .001), with the difference in AUROC of 0.041 (95% CI, 0.030- 0.050).

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From: Acute Respiratory Distress Syndrome: The Berlin Definition

JAMA. 2012;307(23):2526-2533. doi:10.1001/jama.2012.5669

Predictive Validity of ARDS Definitions in the Physiologic Database 

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From: Acute Respiratory Distress Syndrome: The Berlin Definition

JAMA. 2012;307(23):2526-2533. doi:10.1001/jama.2012.5669

Additional Physiological variables

• Static compliance (< 40 mL/cmH2O);

• Plateau pressure;

• FiO2 (> 0.7)

• PEEP (> 10 cmH2O);

• Corrected Minute ventilation [(VtxRR)xPaO2/40];

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PaO2 /FiO2 vs PEEP

PaO2 /FiO2 vs FiO2 

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Requirement of FiO2 > 0.7 = shunt > 30-40%

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Consequences of increased dead space

VE (L/Min)

Taccone

Papazian

Taccone

MeadeGattinoni

Mercat

Ferguson

Normal

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N= 179

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From: Acute Respiratory Distress Syndrome: The Berlin Definition

JAMA. 2012;307(23):2526-2533. doi:10.1001/jama.2012.5669

Exploration of Proposed Variables to Define Severe ARDS

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From: Acute Respiratory Distress Syndrome: The Berlin Definition

JAMA. 2012;307(23):2526-2533. doi:10.1001/jama.2012.5669

Exploration of Proposed Variables to Define Severe ARDS

In a post hoc analysis:

•PaO2/FIO2 of ≤100 mm Hg (13.3 kPa) 

•Crs of ≤20 mL/cm H2O

•VECORR ≥13 L/min 

15% of the entire ARDS population and had a mortality of 52%(vs 37%- p<0.001).

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From: Acute Respiratory Distress Syndrome: The Berlin Definition

JAMA. 2012;307(23):2526-2533. doi:10.1001/jama.2012.5669

Cli i l d h I li i

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300

(40)

250

(33.3)

200

(26.7

)

150

(20)

100

(13.3)

50

(6.7

)

Low Tidal Volume Ventilation

Higher PEEP

HFOV

Prone Positioning

ECMO

Low – Moderate PEEP

Neuromuscular

Blockade

PaO2/FiO2 

Mild ARDS Moderate ARDS Severe ARDS

   I   n   t   e   n   s   i   t   y

   o    f   I   n   t   e   r   v   e   n   t   i   o

   n 

NIV

ECCO2-R

iNO

Clinical and research Implications

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Conclusions

• This updated and revised Berlin Definition for ARDS

addresses a number of the limitations of the AECC

definition.

• Combining consensus discussions with empiricalevaluation

• Investigators may choose to design future trials using

1 or more of the ARDS subgroups as a base study

population

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From: Acute Respiratory Distress Syndrome: The Berlin Definition

JAMA. 2012;307(23):2526-2533. doi:10.1001/jama.2012.5669

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From: Acute Respiratory Distress Syndrome: The Berlin Definition

JAMA. 2012;307(23):2526-2533. doi:10.1001/jama.2012.5669

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1. Why (re)-define ARDS?

2. The “BERLIN definition” of ARDS

3. Validation and prognostic implications

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Why (Re)-define ARDS

• Absence of a gold standard• Recognition depends upon a reliable definition

• Essential for :

 – institution of a standardized ‘best-evidence’ treatment

 – identification of subgroups of patients who may benefit from

specific adjunctive interventions;

 – prognostication and resource allocation

 – Research – (consistent patient phenotype into clinical trials)

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ARDSMorphologically:

Diffuse Alveolar

Damage

Cardiogenic

pulmonary

oedema Pneumonia

Atelectasis

Fluid

overload

ARDS is an overlap Syndrome

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Pathophysiology of ARDS

1. Oxygenation defect

2. Poor CO2 elimination

3. Reduced lung volumes and compliance

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American-European Consensus Conference (AECC) - 1994

Timing Oxygenation(PaO2/FiO2)

ChestRadiograph

Pulmonary

Artery Wedgepressure

ALI Acute onset ≤ 300 mmHg (40 kPa)

(regardless of PEEP)

Bilateral

infiltrates

≤18 mmHg/no

evidence of left

atrial hypertension

ARDS Acute onset

≤ 200 mmHg (26 kPa)

regardless of PEEP

Bilateral

infiltrates

≤ 18 mmHg or no

evidence of left

atrial hypertension

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From: Acute Respiratory Distress Syndrome: The Berlin Definition

JAMA. 2012;307(23):2526-2533. doi:10.1001/jama.2012.5669

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Criticisms of AECC: Hypoxaemia

PaO2/FiO2 is not constant across a range of FiO2 and may vary in

response to ventilator settings, particularly PEEP

Gowda 1997, Ferguson 2004, Villar 1999, Villar 2007

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Factors that affect PaO2/FiO2 vs FiO2

• Cardiac output

•  A-V O2 Difference

• Distribution of blood flow to different V/Q regions

 – Low V/Q

 – Shunt

• Oxygen consumption

• Hb concentration

Eff t f I t l Sh t (S) d t O

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Effect of Intrapulmonary Shunt (S) and artero-venous O2 

Difference (AVD) on PaO2/FiO2

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• 170 patients with ARDS by AECC criteria

• 24 hrs of standardized ventilator settings (FiO2 0.5 and PEEP ≥ 10) 

 ARDS (P/F < 200) 58 % 45%

 ALI (P/F 201-300) 32% 20%

 ARF (P/F > 300) 9% 6%

Mortality

 AJRCCM 2007

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• 48 patients with ARDS diagnosis by AECC criteria with PEEP = 0 cm H2O

• After 6 hrs of PEEP (mean 11.5 cm H2O) 52% had P/F > 200 mmHg

• After 24 hrs of PEEP (mean 12.8 cm H2O) 62% had P/F > 200 mm Hg

•Mortality 61% vs 53%

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PaO2 /FiO2 vs PEEP

PaO2 /FiO2 vs FiO2 

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AECCPaO2/FiO2 without PEEP or FiO2 criteria

Heterogeneous patient population

• Different lung injury severities different mortality rates

• Difficult to compare results of different studies

• Potential to dilute effect of a new intervention

• Potential to confound results of trials

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Inter-observer reliability is only moderate even when

applied by experts

Rubenfeld 1999, Meade 2000

Criticisms of AECC: Chest X-ray  

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Inter-observer variability in

diagnosing ARDS was only

moderate (Κ=0.55) 

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Patients with ARDS may have an elevated

PAWP(when measured); often because of transmitted airway pressures and/or vigorous

fluid resuscitation

Ferguson 2002, ARDSNet 2006

Criticisms of AECC: Wedge Pressure

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Cardiac Failure ARDS

ARDS and cardiac failure can co-exist

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[syndrome]… that cannot be explained by, but may co-exist with, left atrial or pulmonary capillary hypertension.

ICM 1994

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13.1% of patients are presenting to ICU with NYHA IV

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• 82% of pt had at least one PAOP

measurement > 18 mmHg

• Mean maximum reading was

22.5 mmHg

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…therefore 

• Cardiac failure is relatively common in ICU

patients

• Cardiac failure and ARDS can co-exist

• PAOP is nowadays rarely measured.

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When AECC criteria are compared with DAD:

sensitivity is 84% specificity is 51%

Esteban 2004, Ferguson:2005

Criticisms of AECC: Sensitivity & Specificity

AECC definition Criterion validity

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AECC definition  –  Criterion validity 

What is the gold standard for ARDS?

0

20

40

60

80

100

120

140

AECC

Only 75% of AECC cases of ARDS

show DAD

DAD   C  a  s  e  s