Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
L’insufficienza renale nel cirrotico - Gastrolearning®
1. Acute renal failure in patients with cirrhosis
“Gastrolearning”
Padova 8 Aprile 2013
P. Angeli
Unit of Hepatic Emergencies and Liver Transplantation
Dept. of Medicine
University of Padova, Italy
pangeli@unipd.it
2. • Diagnosis of AKI/HRS
• Pharmacological treatment of HRS
Hepatorenal syndrome (HRS)
Topics
4. Phenotypes of renal dysfunction in patients with cirrhosis
AKI in cirrhosis
G. Garcia-Tsao et al. Hepatology 2008 ; 48 : 2064—2077 (modified).
Definition of ARF/AKI = a rapid reduction in kidney function
currently defined as a percentage increase in serum creatinine of more
or equal to 50 % (1.5-fold from baseline) to a final value equal or
higher than 1.5 mg/dl.
Hospitalized patients with cirrhosis
ARF/AKI
(19%)
CKD
(1%)
5. Definition and staging of Acute Kidney Injury (AKI) according to AKIN
criteria
R.L. Mehta et al. Crit. Care 2007 ; 11 : R31.
Definition of AKI = an abrupt (within 48 hours) reduction in kidney function
currently defined as an absolute increase in serum creatinine of more than or
equal to 0.3 mg/dl (≥ 26.4 μmol/l), or a percentage increase in serum
creatinine of more or equal to 50 % (1.5-fold from baseline).
Stage Serum creatinine criteria
1°
Increase in serum creatinine equal or less than 200 % (≤ 2-fold ) from
baseline
2°
Increase in serum creatinine to more than 200% to 300% (> 2- to 3-fold)
from baseline
3°
Increase in serum creatinine to more than 300 % (> 3-fold) from baseline
or serum creatinine of more or equal to 4.0 mg/dl (≥ 354 μmol/l) with an
acute increase of at least 0.5 mg/dl (44 μmol/l) or need for renal
replacement therapy
AKI in cirrhosis
6. Definition
AKI in cirrhosis
Further and larger prospective studies are needed to assess
the ability of new criteria versus the conventional criteria of
renal dysfunction in the prediction of survival in patients
with cirrhosis.
P. Angeli et al. Liver Int. 2012 (Epub ahead of print)
7. Criteria Sensibility
95 % CI
Specificity
95% CI
PPV
95% CI
NPV
95% CI
LR+
95% CI
LR-
95% CI
Conventional criterion 0.5152
(0.33 - 0.69)
0.9450
(0.90 - 0.97)
0.6071
(0.40 - 0.78)
0.9220
(0.87 - 0.95)
9.3664
(4.8 - 18.17)
0.5131
(0.36 - 0.73)
AKIN criteria 0.6667
(0.48 - 0.82)
0.8100
(0.74 - 0.86)
0.3667
(0.24 - 0.50)
0.9364
(0.88 - 0.96)
3.5088
(2.41 - 5.10)
0.4115
( 0.25 - 0.66)
Accuracy of conventional criterion vs AKIN criteria in the precition of
in-hospital mortality in a series of 233 patients with cirrhosis and ascites
S. Piano et al. (J. Hepatol. 2013 ; in press)
Renal failure in cirrhosis
8. Patient survival with the acute kidney injury (AKI) and
non-AKI groups
AKI in cirrhosis
CD. Tsien et al. Gut 2013 ; 62 : 131-137
9. 0
20
40
60
80
100
No AKIN AKI stage 1 AKI stage 2 AKI stage 3
P<0.001
P<0.0001
P<0.0001
P=N.S.
P<0.025
P<0.01
Initial acute Kidney Injury Network (AKIN) stage (panel A) and in-hospital mortality
S. Piano et al. (J. Hepatol. 2013 ; in press)
Serum creatinine < 1.5 mg/dl
Renal failure in cirrhosis
10. Initial Stage 1 (72.1%) Initial Stage 2 (14.8%) Initial Stage 3 (13.1%)
Dynamics of AKI stage after initially fullfilling AKIN criteria (1)
Peak Stage 1 (52.5%)
72.7 %
65.6 %
Peak Stage 2 (16.4%)
11.4 %
Peak Stage 3 (31.2%)
15.9 % 44.4 %
S. Piano et al. (J. Hepatol. 2013 ; in press)
Renal failure in cirrhosis
11. Criteria Sensibility
95 % CI
Specificity
95% CI
PPV
95% CI
NPV
95% CI
LR+
95% CI
LR-
95% CI
Conventional criterion 0.5152
(0.33 - 0.69)
0.9450
(0.90 - 0.97)
0.6071
(0.40 - 0.78)
0.9220
(0.87 - 0.95)
9.3664
(4.8 - 18.17)
0.5131
(0.36 - 0.73)
AKIN criteria 0.6667
(0.48 - 0.82)
0.8100
(0.74 - 0.86)
0.3667
(0.24 - 0.50)
0.9364
(0.88 - 0.96)
3.5088
(2.41 - 5.10)
0.4115
( 0.25 - 0.66)
AKIN with
Progression
0.5455
(0.36 - 0.71)
0.9450
(0.90 - 0.97)
0.6207
(0.42 - 0.79)
0.9265
(0.88 - 0.95)
9.9174
(5.15 - 19.06)
0.4810
(0.33 - 0.70)
Accuracy of conventional criterion vs AKIN criteria in the precition of
in-hospital mortality in a series of 233 patients with cirrhosis and ascites
S. Piano et al. (J. Hepatol. 2013 ; in press)
Renal failure in cirrhosis
12. Non-progressors
(n° = 37)
Progressors
(n° = 16)
P
Age (years) – mean (SD) 67.4 (10.6) 70.4 (7) 0.3707
Gender M/F – n° (%) 20 (54%) / 17 (46%) 8 (50%) / 8 (50%) 1.00
Child Pugh score – median (min-max) 10 (5-14) 10.5 (5-14) 0.9286
MELD score – median (min-max) 19 (9-38) 21 (11-37) 0.5540
Albumin (g/dl) – median (min-max) 2.7 (1.9-4.3) 2.7 (1.8-4.5) 0.8824
Bilirubin (µmol/L) – median (min-max) 63.3 (7.9-477.8) 85.3(8.9-631) 0.5571
Protrombin time (%) – mean (SD) 45.3 (13.9) 48.4 (16.0) 0.3563
Baseline sCr (mg/dl) – median (min-max) 1.1 (0.48-3.0) 1.2 (0.7-2.9) 0.3090
Baseline sCr ≥ 1.5 mg/dl – n (%) 14 (37.8) 5 (31.3) 0.7363
19 (51.4) 15 (93.7)
Bacterial infections – n (%) 24 (64.9) 11 (68.8) 1.000
Leukocyte counts el/µl – median (min-max) 6,500 (1,240-18,480)
6,170 (2,750-
13,570)
0.9764
Characteristics of patients with and without progression of initial stage of Acute
Kidney Injury (AKI) according to the Acute Kidney Injury Network criteria
(AKIN)
S. Piano et al. (J. Hepatol. 2013 ; in press)
0.0041sCr ≥ 1.5 mg/dl at diagnosis of AKI –n (%)
Renal failure in cirrhosis
13. %
0
20
40
60
80
100
sCr < 1.5 mg/dl sCr > 1.5 mg/dl-
Probability of AKIN stage progression according to the cut off
of 1.5 of serum creatinine (sCr)
S. Piano et al. (J. Hepatol. 2013 ; in press)
p < 0.01
Renal failure in cirrhosis
14. Initial Stage 1 (72.1%) Initial Stage 2 (14.8%) Initial Stage 3 (13.1%)
Dynamics of AKI stage after initially fullfilling AKIN criteria (2)
Peak Stage 1 (52.5%)
72.7 % 65.6 %
Peak Stage 2 (16.4%)
11.4 %
Peak Stage 3 (31.2%)
15.9 % 44.4 %
S. Piano et al. (J. Hepatol. 2013 ; in press)
Resolution
62.5 % 36.8 %40 %
Renal failure in cirrhosis
15. %
0
20
40
60
80
100
sCr < 1.5 mg/dl sCr > 1.5 mg/dl-
Probability of AKIN 1 stage regression accordind to the cut off
of 1.5 of serum creatinine (sCr)
S. Piano et al. (J. Hepatol. 2013 ; in press)
p < 0.01
Renal failure in cirrhosis
16. Proposal of an algorithm for AKI management
Withdrawal of diuretics (if not
yet applied) and volume
expansion with albumin
(1g/kg) for 2 days
Initial AKI# stage 1 and sCr ≥ 1.5
mg/dl° or initial AKI# stage > 1
Initial AKI# stage 1 and sCr < 1.5
mg/dl°
° = sCr at the first fulfilling of AKIN crieria
#= AKI at the first fulfilling of AKIN crieria
* Treatment of SBP includes albumin infusion
Close monitoring
Remove risk factors (withdrawal of nephrotoxic
drugs, vasodilators and NSADs, taper/withdraw
diuretics treat infections*when diagnosed)
Progression ?
NO
Close follow up
YES
Response ?
YES NO
Does AKI Meet criteria of HRS ?
Specific treatment for
other AKI phenotypes
NO
Terlipressin and
albumin
YES
S. Piano et al. (J. Hepatol. 2013 ; in press)
Renal failure in cirrhosis
17. • The acceptance of the main point that derived from the
application of AKIN criteria that is to focus attention on and
to manage promptly even small increases in sCr.
• A clear dinstinction between AKI and hepatorenal
syndrome (which is only one of the possible phenotypes of
AKI)
• A more rationale application of the therapeutic resources
(avoiding of potentially dangerous consequences of an
overtreatment of AKI as a consequence of an uncritical
application of the AKIN criteria)
• The definitive removal of any cut off of serum creatinine
from the criteria for diagnosis of HRS
Clinical consequences of our proposal of an algorithm
for AKI management
S. Piano et al. (J. Hepatol. 2013 ; in press)
Renal failure in cirrhosis
18. Proposal of an algorithm for AKI management
Withdrawal of diuretics (if not
yet applied) and volume
expansion with albumin
(1g/kg) for 2 days
Initial AKI# stage 1 and sCr ≥ 1.5
mg/dl° or initial AKI# stage > 1
Initial AKI# stage 1 and sCr < 1.5
mg/dl°
° = sCr at the first fulfilling of AKIN crieria
#= AKI at the first fulfilling of AKIN crieria
* Treatment of SBP includes albumin infusion
Close monitoring
Remove risk factors (withdrawal of nephrotoxic
drugs, vasodilators and NSADs, taper/withdraw
diuretics treat infections*when diagnosed)
Progression ?
NO
Close follow up
YES
Response ?
YES NO
Does AKI Meet criteria of HRS ?
Specific treatment for
other AKI phenotypes
NO
Terlipressin and
albumin
YES
S. Piano et al. (J. Hepatol. 2013 ; in press)
Renal failure in cirrhosis
22. Hepatorenal syndrome (HRS)
Cumulative probability of survival during therapy of patients treated
with noradrenaline and terlipressin
V. Singh et al. J. Hepatol. 2012 ; 56 : 1293–1298
24. Patients with response to treatment
Hepatorenal syndrome (HRS)
0
20
40
60
80
100
Group A (Terlipressin) Group B (Midodrine + Octreotide)
All responders Full responders
% P < 0.01
75.0
25.0
P < 0.01
54.2
8.3
M. Cavallin et. al. (manuscript in preparation)
25. Pharmacologic therapy for HRS
• Albumin (20-40 g/day intravenously)
• Terlipressin (0.5-2 mg/4-6hr intravenously)
J. Uriz et al. J. Hepatol. 2000 ; 33 : 43-48.
Hepatorenal syndrome (HRS)
26. The facts
• Vasoconstrictors and albumin are effective in
less of 50 % of patients with type 1 HRS.
• Vasoconstrictor and albumin improve survival
slightly.
• Vasoconsctrictors and albumin can not be
used in all patients with type 1 HRS.
• In up to 25 % of patients the treatment should
be discontinued for adverse effects.
• High cost of treatment.
Hepatorenal syndrome (HRS)
P. Angeli et al. Liver Int. 2012 (Epub ahead of print)
28. HRS is a functional renal failure caused by intrarenal
vasoconstriction which occurs in patients with end stage liver
disease as well as in patients with acute liver failure or alcoholic
hepatitis.
HRS is characterized by impaired renal function, marked
alterations in cardiovascular function, and overactivity in the
endogenous vasoactive systems.
Hepatorenal syndrome (HRS)
Definition of HRS
F. Salerno et al. Gut 2007 ; 56 : 1310-1318.
29. CKD AKI
Serum creatinine > 1.5 mg/dl for ≥ 3 months
/type 2 HRS* /type 1 HRS*
* Proteinuria < 0.5 g/l and no hematuria
Hepatorenal syndrome (HRS)
JM. Trawale et al. Liver Int. 2010 ; 30 : 725-732.
32. 0
100
200
300
400
no HRS HRS
NGAL urinary levels in patients with cirrhosis and
ascites according to the diagnosis of type 1 HRS
M. Cavallin at al. AASLD 2011
P < 0.025
(ng/ml)
Hepatorenal syndrome (HRS)
Instrinsic AKI
*
*
*
*
** *
*
*
*
*
*
*
*
*
*
*
*
**
*
** *
E. Singer et al. Kidney Int. 2011 ; 80 : 405-414
33. 0
100
200
300
400
500
Full responders Partial or non responders
p < 0.0025
M. Cavallin. et. al. AASLD 2011
NGAL urinary levels in patients with type 1 HRS
according to the response to terlipressin and albumin
(ng/ml)
Hepatorenal syndrome (HRS)
34. The ratio of urinary excretion of γ-glutamyltranspeptidase
to glomerular filtration rate in patients with type 1 HRS
treated with vasonsctrictors and albumin
0
100
200
300
400
500
* = P < 0.05 ; ** = P < 0.025
*
**
*
B D5 D10 B D5 D10
Nonresponders Responders
D20
P. Angeli et al. Hepatology 1999 ; 29 : 1690-1697.
Normal range
Hepatorenal syndrome (HRS)
35. Peripheral arterial vasodilation “hypothesis”
Portal hypertension/liver failure
Reduction of effective circulating volume
Severe renal arterial vasoconstriction
Maximal activation of
endogenous vasocontrictor systems
RW. Schrier, et al. Hepatology 1988 ; 8 : 1151-1157 (revised)
Increased release of NO, CO
and other vasodilators
Splanchnic arterial vasodilationTerlipressin
Albumin
Hepatorenal syndrome (HRS)
36. Hepatorenal syndrome (HRS)
HRS after SBP
resolution
No HRS after SBP
resolution
P
MAP (mm Hg) 73±8 83±8 < 0.025
SVR (dyn sec/cm ) 1268±320 968±226 N.S.
Plasma NE (pg/ml) 1290.5±415.3 317.±195.3 <.025
CO (l/min) 4.6±0.7 6.8±2.0 < 0.01
RAP (mm Hg) 4.6±2.7 4.1±1.7 N.S.
PCWP (mm Hg) 7.4 ±2.6 7.0±2.3 N.S.
HR (bpm) 87±9 79±16 N.S.
5
Systemic heamodynamics before and after the onset of HRS after the
resolution of SBP
L. Ruiz-del-Arbol et. al. Hepatology 2003 ; 38 : 1210-1218
37. Baseline
At the diagnosis of
HRS
P
MAP (mm Hg) 80±9
75±7
< 0.001
HVPG (mm Hg) 19.5±3.0
20.0±4.0
< 0.005
SVR (dyn sec/cm ) 1158±285 1096±327 N.S.
CO (l/min) 6.0±1.2 5.4±1.3 < 0.001
RAP (mm Hg) 6.9±2.6
5.7±2.2
< 0.05
PCWP (mm Hg) 9.2 ±2.6
7.5±2.6
< 0.001
Systemic heamodynamics before and after the onset of type 1 HRS in
patients with cirrhosis and ascites without a precipitating factor
L. Ruiz-del-Arbol et. al. Hepatology 2005 ; 62 : 439-447.
5
Hepatorenal syndrome (HRS)
38. Peripheral arterial vasodilation “hypothesis” (revised)
Portal hypertension/liver failure
Reduction of effective circulating volume
Severe renal arterial vasoconstriction
Maximal activation of
endogenous vasocontrictor systems
RW. Schrier et al. Hepatology 1988 ; 8 : 1151-1157 (revised)
Increased release of NO, CO
and other vasodilators
Splanchnic arterial vasodilation Reduced cardiac output
?
Hepatorenal syndrome (HRS)
39. Hepatorenal syndrome (HRS)
Y. Narahara et al. J. Gastroenterol. Hepatol. 2009 ; 24 : 1791-1797
Parameter Baseline
After
terlipressin
P
Heart rate (bpm) 83 ± 16 72 ± 16 < 0.005
Mean arterial pressure (mm Hg) 89 ± 11 105 ± 14 < 0.005
Systemic vascular resistance (dynes/s · cm5
) 1295 ±293 1653 ± 465 < 0.005
Cardiac output (l/min) 5.2 ± 1.0 4.9 ± 1.1 < 0.05
Pulmunary capillary wedged pressure
(mm Hg)
9.6 ± 3.1 12.3 ± 2.6 < 0.005
Systemic hemodynamics at baseline and 30 min. after terlipressin in patients
with cirrhosis and ascites
40. Hepatorenal syndrome (HRS)
Parameter
Contrl
subjects
(n° = 46)
Patients with
cirrhosis and
without
ascites (n° =
36)
Patients with
cirrhosis and
responsive
ascites
(n° = 31)
Patients with
cirrhosis and
refractory
ascites
(n° = 46)
Heart rate (beat/min) 67±10 70±10 68±11 78±13*#
Mean arterial pressure
(mm Hg)
97±7 99±10 96±11 87±9*##
Systemic vasciular
resistance (din s/cm5
m2
)
3371±648 2925±641*** 2860±776*** 2439±573***#
Stroke volume (ml/beat) 64±10 75±12** 77±11** 73±17**
Cardiac output (L/min) 4.27±0.80 5.28±1.11*** 5.29±1.42*** 5.60±1.50***
Systemic hemaodynamics according to the stage of cirrhosis
* = p < 0.01 ; ** = p < 0.001 ; *** = p < 0.001 versus control subjects ; # = p < 0.05 ; ## = < 0.001 versus
other groups of patients with cirrhosis
M. Cesari et al. (manuscript submitted)
41. Cardiac output in cirrhotic patients according to the Child-
Pugh-Turcotte class
3000
6000
9000
12000
15000
Class A Class B Class C
Basal After i.v. albumin (40 g)
K. Brinch et al. J. Hepatol. 2003 ; 39 : 24-31
* = P < 0.025
* *
(ml/min)
* ** * = P < 0.01
Hepatorenal syndrome (HRS)
42. 0
5
10
15
20
P < 0.005
Overall transvascular transport of albumin in
cirrhosis
J. H. Henriksen et al. J. Hepatol. 2001 ; 34 : 53-60.
Controls Cirrhotics
with ascites
Cirrhotics
with refractory ascites
P < 0.01
(% IVM • h )-1
Hepatorenal syndrome (HRS)
43. Effects of albumin on cardiac contractility in cirrhotic rats
-10.0 -9.5 -9.0 -8.5 -8.0
0
5
10
15
20
25
∆LVDP(mmHg)
Control
Cirrhotic
Log . Isoproterenol
Cirrhotic + albumin
* = P < 0.01
*
*
Cirrhotic + starch
Hepatorenal syndrome (HRS)
A. Bortoluzzi et al. Hepatology 2013 ; 57 : 266-276
46. 0
0,5
1
1,5
2
control rats treated with V control rats treated with A
rats with cirrhosis treated with V rats with cirrhosis treated with A
Membrane/cytosolratio
(foldofincrease)
*p <0.05 vs controls ; # = p <0.05 vs rats with cirrhosis
treated with V
*
#
p47-phox Rac-1
*
#
Effects of albumin on the NADH/NADPH oxidase in the cardiac
tissue according to treatment with saline (V) or albumin (A)
Hepatorenal syndrome (HRS)
A. Bortoluzzi et al. Hepatology 2013 ; 57 : 266-276
48. 0
0,2
0,4
0,6
0,8
1
1,2
1,4
1,6
1,8
Control rats treated
with V
Control rats treated
with A
Rats with cirrhosis
treated with V
Rats with cirrhosis
treated with A
Foldofincrease
*
#
* p<0.05 vs control rats # p<0.05 vs rats with cirrhosis treated with V
Levels of NF-kB traslocation in the cardiac tissue according to
treatment with saline (V) or with albumin (A)
Hepatorenal syndrome (HRS)
A. Bortoluzzi et al. Hepatology 2013 ; 57 : 266-276
49. Proteinexpression
(foldofincrease)
*
#
* p<0.05 vs controls
Effects of albumin on TNF-α protein expression in the cardiac
tissue according to treatment with saline (S) or albumin (A)
# p<0.05 vs rats with cirrhosis treated with A
0
0,5
1
1,5
2
2,5
Control rats treated
with S
Control rats treated
with A
Rats with cirrhosis
treated with S
Rats with cirrhosis
treated with A
Hepatorenal syndrome (HRS)
A. Bortoluzzi et al. Hepatology 2013 ; 57 : 266-276
50. Proteinexpression
(foldofincrease)
*
#
* p<0.05 vs controls
Effects of albumin on iNos protein expression in the cardiac
tissue according to treatment with saline (S) or albumin (A)
# p<0.05 vs rats with cirrhosis treated with A
0
0,5
1
1,5
2
2,5
Control rats treated
with S
Control rats treated
with A
Rats with cirrhosis
treated with S
Rats with cirrhosis
treated with A
Hepatorenal syndrome (HRS)
A. Bortoluzzi et al. Hepatology 2013 ; 57 : 266-276
53. * = p < 0.01 vs controll
Effects of albumin on β-adgrenergic signaling in cardiac tissue according to
treatement with saline (V) or albumin (A)
0
0,5
1
1,5
2
2,5
β1 β2 Adcy3 Gαi2
control rats treated with V control rats treated with A
rats with cirrhosis treated with V rats with cirrhosis treated with A
*
*
*
*
# #
* p<0.05 vs controls ; # p<0.05 vs ascites with saline
Geneexpression
(Foldofincrease)
*
*
Hepatorenal syndrome (HRS)
A. Bortoluzzi et al. Hepatology 2013 ; 57 : 266-276
56. Response to tretament (%) according to the baseline serum
creatinine value
0
10
20
30
40
50
60
3.0 mg/dl < 3 - 5 mg/dl > 5.0 mg/dl
TD. Boyer et al. J. Hepatol. 2011 ; 55 ; 315-321.
%
MANAGEMENT OF RENAL DYSFUNCTION IN PATIENTS WITH CIRRHOSIS
57. Summary
• The application of conventional criterion is more accurate than a formal
application of AKIN criteria in the prediction of in-hospital mortality in
patients with cirrhosis and ascites.
• Nevertheless, the addition of either the progression of AKIN stage or the cut-
off of serum creatinine ≥1.5 mg/dl, to the AKIN improves their prognostic
accuracy in these patients .
• The potential effects of implementation of the conventional criterion with the
most innnovative aspects of AKIN criteria, should be tested by interventional
clinical trials in the next future.
• Terlipressin and albumin are effective in patients with type 1 HRS.
• Noradrenalin and albumin but not midodrine, octreotide and albumin can
represent an alternative in the treatment of type 1 HRS.
• Some of the limits of the treatment with terlipressin and albumin may be
related to the fact that HRS may not be completely functional in nature
and/or to the fact that the global effect of the treatment on cardiac output
may be negative in some patients.
Hepatorenal syndrome (HRS)
P. Angeli et al. Liver Int. 2013 ; 33 : 16-23