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Pharmacogénétique : identification des cibles : Artères et maladies monogéniques
Dr Pierre BOUTOUYRIE
Pr Stéphane LAURENTHôpital Européen Georges Pompidou
Service de Pharmacologie et INSERM EMI 0107
Maladies monogéniques de la paroi artérielle
rares
étiologie connue mais pathogenèse mal définie
approche mécanique
Maladies monogéniques de la paroi artérielle
rares
étiologie connue mais pathogenèse mal définie
approche mécanique
hypothèse pharmacodynamique pour une
meilleure prise en charge thérapeutique
modèles d’étude des composants de la paroi
artérielle
Description phénotypique précise
Description phénotypique précise
Comparaison aux autres pathologies
Hypothèse sur la pathogenèse des complications
Description phénotypique précise
Comparaison aux autres pathologies
Hypothèse sur la pathogenèse des complications
Attitude thérapeutique
Essai clinique
MarfanWilliamsEhlers-Danlos...
k.o. mice
Monogenic
Hypertension
End stage renal disease
Aortic aneurism
Aging
SHRSHR-SP
Polygenic
?
Fibromuscular dysplasiaSpontaneous dissection of
Cervical arteries…
Phénotype artériel
Epaisseur
Rigidité
Organisation 3D des artères élastiques- cylindres de lames élastiques et de cellules musculaires lisses artérielles - organisation des CML en spirales
Organisation 3D des artères élastiques- cylindres de lames élastiques et de cellules musculaires lisses artérielles - organisation des CML en spirales
Organisation 3D des artères élastiques
Ultrastructural study of human aortaDingemans KP et al. Anat Rec 2000
Phénotype artériel
Méthodes d’investigation non invasives
EpaisseurRigidité
SYSTOLE DIASTOLE
Arterial Compliance
Arterial Compliance
Peripheral Resistance Peripheral
Resistance
Left ventricul
e Left ventricul
e
ARTERIAL COMPLIANCE
Carotid-femoral pulse wave velocity
L
DISTdV
VdP
t
LPWV
1.
.
PWV can be assimilatedto arterial stiffness
t
Triggered on EKGFeasible and validated With Walltrack system
2 D TM RF Signal
IMT
Signal averaging 10-10 000 RF lines
Spatialresolution 200-400 µm 20-40 µm
Les systèmes d’échotracking sont 3 à 10 fois plus précis que l’imagerie bi-dimensionnelle pour mesurer l’EIM
Aortic stiffness is an independent predictor for cardiovascular events in essential hypertensives
Adjusted* RR 1 1.5 2.0 (for 4 m/s PWV)
* adjusted for age, previous CV disease, and diabetes; Multivariate analysis.
Hypertension 2001, Hypertension 2002, Stroke 2003
Total mortality
CV mortality
Coronary events
Stroke
P<0.01
P=0.02
P<0.01
P<0.01
Association between aortic stiffness and primary CHD in hypertensive patients
PWV
<10.0 m/s
10.0 -12.3 m/s
>12.3
Adjusted relative risk of CHD
Boutouyrie P . et al. Hypertension 2002
* 1st and 2nd tertiles of Framingham risk score : i.e. absolute risk < 12% at 10 yrs
1045 hypertensives, mean delay to 1rst CHD event : 6.5 yrs
1.00
1.63 [1.13-2.36]
2.66 [1.27-5.56]
Whole population
Association between aortic stiffness and primary CHD in hypertensive patients considered as at low risk *
PWV
<10.0 m/s
10.0 -12.3 m/s
>12.3
1.00
2.43 [1.49-3.96]
5.90 [2.22-15.68]
Adjusted relative risk of CHD
Boutouyrie P . et al. Hypertension 2002
* 1st and 2nd tertiles of Framingham risk score : i.e. absolute risk < 12% at 10 yrs
1045 hypertensives, mean delay to 1rst CHD event : 6.5 yrs
Low risk* patients
1.00
1.63 [1.13-2.36]
2.66 [1.27-5.56]
Whole population
arterial stiffness
Genetic factors
structure of the arterial wall
age, BP, smoking, cholesterol, glycemia, ...?
Genetics of arterial stiffness
1. Heritability of arterial stiffness
1. Offsprings of patients with CVD 2. Family and twin studies
2. Structural aspects
2.1. Candidate genes• Genetic polymorphisms • Monogenic diseases• Animal models : k.o. mice
2.2. Gene expression profile
Bogalusa Heart Study :Peterson elastic modulus in 10-17 yrs adolescents:
56
58
60
62
64
66
68
70
MI Diabetes Hypertension
yes
no
Parental history of MI, D, or HT:
Riley et al. Arteriosclerosis 1986;6:378-386
Ep
kP
a
* *
Heritability of carotid artery stiffness
Heritability of carotid artery stiffness Strong Heart Study : 13 American Indian communities
32 extended families, 1011 individuals
Methods1. Maximum likelihood variance
decomposition method (SOLAR)
2. Covariates : Age, sex, diabetes, smoking, cholesterol, hypertension, BSA (51 % of SI variance, and 38% of AI variance)
3. Stiffness index
Ln (PP) x Ad / (As-Ad)with PP = local PP (transfer function) North KE et al. ATVB 2002
Heritability : proportion of residual phenotypic variance due to the additive effects of genes, after accounting for covariates
Heritability of carotid artery stiffness Strong Heart Study : 13 American Indian communities
32 extended families, 1011 individuals
Heritability : proportion of residual phenotypic variance due to the additive effects of genes, after accounting for covariates
North KE et al. ATVB 2002
0
10
20
30
40
50
60
stiffness index AI
Classical covariates
Heritability
% phenotypic varianceMethods1. Maximum likelihood variance
decomposition method (SOLAR)
2. Covariates : Age, sex, diabetes, smoking, cholesterol, hypertension, BSA (51 % of SI variance, and 38% of AI variance)
3. Stiffness index
Ln (PP) x Ad / (As-Ad)with PP = local PP (transfer function)
Heritability of aortic stiffness in twin pairs
Methods
1. Co-twin case-control analysis in 213 MZ and 556 DZ female twin pairs
2. AI = augmentation index (Sphygmocor + transfer function)
3. Quantitative genetic modeling technique : comparison of the variance-covariance matrices in MZ and DZ twin pairs
Sneider H et al. Hypertension 2000
Methods
1. Co-twin case-control analysis in 213 MZ and 556 DZ female twin pairs
2. AI = augmentation index (Sphygmocor + transfer function)
3. Quantitative genetic modeling technique : comparison of the variance-covariance matrices in MZ and DZ twin pairs
Sneider H et al. Hypertension 2000
% variance explained by heritability
0
10
20
30
40
50
60
A Index MAP HR height
Heritability of aortic stiffness in twin pairs
Methods
1. Co-twin case-control analysis in 213 MZ and 556 DZ female twin pairs
2. AI = augmentation index (Sphygmocor + transfer function)
3. Quantitative genetic modeling technique : comparison of the variance-covariance matrices in MZ and DZ twin pairs
Sneider H et al. Hypertension 2000
% variance explained by heritability
0
10
20
30
40
50
60
A Index MAP HR height
Heritability of aortic stiffness in twin pairs
NOT explained by MAP, HR and height
arterial stiffness
Genetic factors
structure of the arterial wall : which changes ?
age, BP, smoking, cholesterol, glycemia, ...
Genetics of arterial stiffness
1. Heritability of arterial stiffness
1. Offsprings of patients with CVD 2. Twin studies
2. Structural aspects
2.1. Candidate genes• Genetic polymorphisms and animal models • Monogenic diseases and k.o. mice• Animal models and k.o. mice
2.2. Gene expression profile
Genetics of arterial stiffness
1. Heritability of arterial stiffness
1. Offsprings of patients with CVD 2. Twin studies
2. Structural aspects
2.1. Candidate genes• Genetic polymorphisms and animal models • Monogenic diseases and k.o. mice• Animal models and k.o. mice
2.2. Gene expression profile
Genetic polymorphisms of renin-angiotensin system
• RAS and arterial wall fibrosis
• Reno-vascular hypertension in rats : pressure-independent increase in arterial stiffness
• ACEI pressure-independent reduction in carotid artery stiffness in SHR
Genotype of Ang II AT1-Receptor (A1166C) and arterial stiffness in essential hypertensive patients
AA AC CC
_________________________
n 186 109 16
Age 48 50 52
SBP 158 157 158
PWV 11.6 13.2* 15.3*
______________________________
Bénétos et al. Circulation 1996
AA AC CC
_________________________
n 186 109 16
Age 48 50 52
SBP 158 157 158
PWV 11.6 13.2* 15.3*
______________________________
Bénétos et al. Circulation 1996
Functional correlate of A1166C polymorphism ?
Genotype of Ang II AT1-Receptor (A1166C) and arterial stiffness in essential hypertensive patients
TT patients have higher plasma Ang II levels (11 to 39 %)
Angiotensinogen M235T polymorphism and carotid distensibility in essential hypertensives
n = 61 53 23
Dis
tens
ibili
ty
(kP
a-1.1
0-3)
Bozec E et al. J Hypertens 2004
Angiotensinogen M235T polymorphism and carotid distensibility in essential hypertensives
0
4
8
12
16
MM MT TT
*
TT patients have higher plasma Ang II levels (11 to 39 %)
Multivariate analysisMAP p<0.001 13 %
age p<0.001 15 %
M235T p<0.001 6 %
BSA NS
total r 2 = 0.39
n = 61 53 23
Dis
tens
ibili
ty
(kP
a-1.1
0-3)
Bozec E et al. J Hypertens 2004
Angiotensinogen M235T polymorphism and carotid distensibility in essential hypertensives
0
4
8
12
16
MM MT TT
*
TT patients have higher plasma Ang II levels (11 to 39 %)
Angiotensinogen M235T polymorphism and carotid distensibility in essential hypertensives
… and mice
Bozec E et al. J Hypertens 2004
n = 61 53 23
Dis
tens
ibili
ty
(kP
a-1.1
0-3)
0
4
8
12
16
MM MT TT
* Mutant mice with 3 copies of Agt gene
Agt 1/2 mice have + 24% plasma Ang II
than Agt 1/1
TT patients have higher plasma Ang II levels (11 to 39 %)
Angiotensinogen M235T polymorphism and carotid distensibility in essential hypertensives
… and mice
Bozec E et al. J Hypertens 2004
n = 61 53 23
Dis
tens
ibili
ty
(kP
a-1.1
0-3)
0
4
8
12
16
MM MT TT
*
0
20
40
60
80
Agt 1/1 Agt 1/2
NS
TT patients have higher plasma Ang II levels (11 to 39 %)
Angiotensinogen M235T polymorphism and carotid distensibility in essential hypertensives
… and mice
Bozec E et al. J Hypertens 2004
0
20
40
60
80
Agt 1/1 Agt 1/2
NS
TT patients have higher plasma Ang II levels (11 to 39 %)
Adaptive mechanism:Down regulation of AT1 receptors
Fibrillin-1 and load bearing
Dingemans KP et al. Anat Rec 2000
Oxytalan fibers (FBN-1 + coll VI)
Fibrillin-1 genotype and aortic stiffness
Methods
1. 145 CAD patients
2. Aortic impedance
- Aortic flow velocimetry
- Aortic pressure : carotid tonometry + calibration on MBP/DBP
3. 3 genotypes (2-2,2-4,2-3) account for 86% of the population
Medley TL et al. Circulation 2002
*
0
1
2
3
4
Imput impedance Characteristicimpedance
2-2 gen
2-4 gen
2-3 gen
*
Genetic polymorphisms and arterial stiffness
Genotype Phenotype Correlation Reference (% explained var.)
Renin-angiotensin aldosterone systemAT1R A1166C PWVC-F yes Benetos, 1996
Aldost.CYP11B2 PWVC-F yes Pojoga, 1998
ACE I/D carotid compliance yes Balkestein, 2001
AGT M235T carotid distensibiity yes (15%) Bozec, 2004
Elastin systemElastin Ser422Gly carotid dist. yes Hanon, 2001
Fibrillin-1 aortic impedance yes Madley, 2002
MMP-3 aortic impedance yes Madley, 2003
Endothelin systemETA-R -231A/G PWV C-F women (19%) Lajemi, 2001
Genetic polymorphisms and arterial stiffness
Genotype Phenotype Correlation Reference (% explained var.)
Renin-angiotensin aldosterone systemAT1R A1166C PWVC-F yes Benetos, 1996
Aldost.CYP11B2 PWVC-F yes Pojoga, 1998
ACE I/D carotid compliance yes Balkestein, 2001
AGT M235T carotid distensibiity yes (15%) Bozec, 2004
Elastin systemElastin Ser422Gly carotid dist. yes Hanon, 2001
Fibrillin-1 aortic impedance yes Madley, 2002
MMP-3 aortic impedance yes Madley, 2003
Endothelin systemETA-R -231A/G PWV C-F women (19%) Lajemi, 2001
which percentage of variance ?
Genetics of arterial stiffness
1. Heritability of arterial stiffness
1. Offsprings of patients with CVD 2. Twin studies
2. Structural aspects
2.1. Candidate genes• Genetic polymorphisms and animal models • Monogenic diseases and k.o. mice• Animal models : k.o. mice
2.2. Gene expression profile
Monogenic diseases of the arterial wall
models for the study of arterial wall components
major cardiovascular complications
stenosis, ischemia of target organs
dissection, rupture
lack of preventive treatment
poorly defined pathogenesis
ED IV
SVAS
MarfanPXE
Alagille
Fabry
Arterial stiffness in monogenic diseases of the arterial wall
Protein Gene Syndrome
Elastic tissue
Elastin ELN Williams
Fibrillin-1 FBN-1 Marfan
Protein ABCC6 ( ?) ABCC6 Pseudoxanthoma Elasticum (PXE)
Collagen
Procollagen III COL3A1 Ehlers-Danlos Syndrome type IV
Lysosomes -galactosidase GLA Fabry
References
Lacolley P et al.Clinical Science 2002
Jondeau G et al.Circulation 1999
Boutouyrie P et alHypertension 2001Germain D et al.ATVB 2003
Boutouyrie P et al.Hypertension 2000Boutouyrie P et al.Circulation 2004
Germain D et al.J Med Genet 2001Germain D et al.Acta Pediatrica 2003
Art. Stiffness
#
#
Elastin fiber structure and assembly
tropoelastin monomers
elastin microfibrils
fibrillin MAGP other proteins
• alignment of elastin polypeptides into fibers structures• stabilisation by cross-links (desmosines, isodesmosines)
insoluble elastic fibers
Marfan syndrome
Connective tissue disorder
Autosomal dominant trait
Mutations in the genes encoding
fibrillin (FBN1, FBN2)
Abnormalities of elastic fibers
Microdissections,
fibrosis of the media
Major clinical feature :
- dilatation and dissection
of the ascending aorta
Calcifications
Ruptured internal elastic lamina
Aorta
Bunton et al. Circ Res 2001
0
5
10
15
20
25
30
35
40
Abd. Ao Carotid Femoral Radial
Est
Ouest
Reduced arterial distensibility is confined to the aorta in Marfan syndrome
Di s
t ens
ibil i
t y (
k Pa-1
.10-3
)
Jondeau G et al. Circulation 1999
*
NS
NSNS
Marfan
Matched controls
Marfan syndrome Echographic measurements of aortic size
LV LA
1 23
4 Diameter (mm) Marfan Co n=20 n=20
1.Annulus 24.5 22.12.Sinuses Valsalva 43.4 31.7*3.Supra-aortic ridge 32.7 28.54.Aortic arch 22.9 20.8
Local PP is a major determinant of ascending aorta dilatation in Marfan syndrome
05
101520253035404550
As Ao Abd Ao Fem A Car A Rad A
Marfan Controls
Di a
met
er (
mm
)
*
Local PP is a major determinant of ascending aorta dilatation in Marfan syndrome
05
101520253035404550
As Ao Abd Ao Fem A Car A Rad A
Marfan Controls
Di a
met
er (
mm
)
*
Variable R R2 incr. P
yes Car PP 0.35 0.11 <0.001
yes age 0.43 0.14 <0.001
yes BSA 0.83 0.59 <0.001
no MBP 0.50
Jondeau G et al. Circulation 1999;99:2677-2681
cyclic stress
Pathogenesis of aortic enlargement in Marfan
abnormal fibrillin
Aortic PP Ao stiffness
cyclic stress
Pathogenesis of aortic enlargement in Marfan
fatigue ofbiomaterials
fragmentation, disruption of elastic fibers
aorta enlargement
abnormal fibrillin
Aortic PP Ao stiffness
cyclic stress
Pathogenesis of aortic enlargement in Marfan
fatigue ofbiomaterials
fragmentation, disruption of elastic fibers
aorta enlargement
abnormal fibrillin
Aortic PP Ao stiffness
MMP-2, MMP-9
Animal model for MFS : fibrillin-1 deficient mouse
Bunton et al, Circ Res 2001;88:37
Wild type Fbn-1 deficient
Disrupted elastic fibers
Lack of VSMC-elastin attachments
Smoothness of elastic fibers-VSMC interface
Animal model for MFS : fibrillin-1 deficient mouse
Bunton et al, Circ Res 2001;88:37
Wild type Fbn-1 deficient
Disrupted elastic fibers
Lack of VSMC-elastin attachments
Smoothness of elastic fibers-VSMC interface
Ehlers-Danlos syndrome type IV Ehlers-Danlos syndrome type IV, (EDS) the vascular type,
results from mutations in the gene for type III procollagen (COL3A1)
Transmission is autosomic dominant
The main cause of premature death is arterial rupture
Prognosis in ED IV syndrome
69%
28%3%
Arterial
Gastrointestinal
OrgansPepin et al. NEJM 1999
103 deaths caused by arterial rupture, 78 thoracic or abdominal vessels
9 CNS hemorrhage16 unspecified.
Median age of death# 40-50 years
EDS IV Controls
n=16 n=16
Age years 30 [14-51] 32 [16-56]
Sex ratio M / F 3/13 3/13
BSA m² 1.5 [1.3-1.7] 1.7 [1.4-2.0] *
Int. diameter mm 5.25 [4.70-6.11] 5.08 [4.41-6.22]
IMT µm 408 [257-513] 598 [416-968] *
Mean BP mmHg 79 [62-91] 81 [70-103]
W all stress kPa 69 [54-111] 48 [28-78] **
Mean ± SD ; * P<0.02 ; ** P<0.001
BP and carotid parameters in EDS patients
Boutouyrie et al. Circulation 2004IMT : intima-media thickness
Sujet sain EDS
Artères dans le syndrome d’Ehlers-Danlos
h, épaisseur intima-media
Régulation de l’épaisseur intima-media
Déterminants de la contrainte circonférentielle ?
R
h
circumferential wall stressP. R / h
-60
-30
0
30
60
Wall stress MBP. D / 2 IMT
Determinants of carotid wall stress
*
EDS type IV% change vs controls
* P<0.02 ; ** P<0.001
**
Boutouyrie et al. Circulation 2004
Conclusion
Au cours du syndrome d’Ehlers-Danlos vasculaire
la paroi artérielle n’est pas la capacité de normaliser la
contrainte pariétale
conduisant à une fragilité excessive de la paroi
artérielle et à sa rupture
Etude BBEST – PHRC 2001Investigateur principal : Dr Pierre Boutouyrie, HEGP, Paris
Objectif principal :
montrer une réduction des évènements CV
chez les patients EDSv
traités par un bêtabloquant avec propriétés
vasodilatatrices, le céliprolol,
par rapport aux patients n’en recevant pas
Onde observée
Pourquoi le céliprolol?
Onde incidente
Onde observée
=
Onde incidente
Onde réfléchie
Onde observée
+
=
Onde réfléchie : - rigidité aortique- sites de réflexion
Onde incidente
Onde réfléchie
Onde observée
+
=
PAM
aténolol céliprolol
Onde incidente
Onde réfléchie
Onde observée
+
=
PAM
aténolol céliprolol
1 antag.2 0
1 antag.2 ago.
Genetics of arterial stiffness
1. Heritability of arterial stiffness
1. Offsprings of patients with CVD 2. Twin studies
2. Structural aspects
2.1. Candidate genes• Genetic polymorphisms • Monogenic diseases• Animal models and k.o. mice
2.2. Gene expression profile
Target proteins for arterial stiffnessExtracell. matrix Basal Mb Focal contacts Cytoskeleton • collagen I, III • collagen IV • integrins • desmin• elastin • laminin • paxillin • -actin • fibrillin • nidogen • tensin • vinculin• fibronectin • entactin... • talin • SM-1 MHC, SM-2• proteoglycans
Target proteins for arterial stiffnessExtracell. matrix Basal Mb Focal contacts Cytoskeleton • collagen I, III • collagen IV • integrins • desmin• elastin • laminin • paxillin • -actin • fibrillin • nidogen • tensin • vinculin• fibronectin • entactin... • talin • SM-1 MHC, SM-2• proteoglycans
arterial stiffness = elastic modulus + 3D organizationof each compt
• cell-matrix interactions (elastic lamellae)
• organization of elastin and collagenous networks
• smooth muscle tone
• growth, differentiation
Target proteins for arterial stiffnessExtracell. matrix Basal Mb Focal contacts Cytoskeleton • collagen I, III • collagen IV • integrins • desmin• elastin • laminin • paxillin • -actin • fibrillin • nidogen • tensin • vinculin• fibronectin • entactin... • talin • SM-1 MHC, SM-2• proteoglycans
arterial stiffness = elastic modulus + 3D organizationof each compt
• cell-matrix interactions (elastic lamellae)
• organization of elastin and collagenous networks
• smooth muscle tone
• growth, differentiation
Cell-matrix communication/signalisationStructure/motility
10
20
30
Distensible Medium Stiff
Adjusted PWV (m/s)
9 samples met quality and quantity criteria after RNA extraction n = 4 n = 2 n = 3
Gene expression profile of the human aorta 27 patients with CAD. Aortic biopsy during bypass
Adjustment of PWV on age, height, MBP, diabetes, HR.
Durier S et al. Circulation 2003
Gene expression profile of the human aorta : DNA microarray
151 genes differentially expressed between stiff and distensible aortas
unclassified
25%
Metabolism11%
gene/proteinexpression
13%
cell/organism defense
9%
Cell structure and motility
16%
Cell-matrix communication and signalisation
21%
Cell division3%
Among 12 000 genes, Affymetrix ® DNA chips
Durier S et al. Circulation 2003
unclassified
25%
Metabolism11%
gene/proteinexpression
13%
cell/organism defense
9%
Cell structure and motility
16%
Cell division3%
Among 12 000 genes, Affymetrix ® DNA chips
Durier S et al. Circulation 2003
Structure and
3D organisation 37 %
Cell-matrix communication and signalisation
21%
Gene expression profile of the human aorta : DNA microarray
151 genes differentially expressed between stiff and distensible aortas
3 selected sequences : proteoglycans
0
4000
8000
12000
16000
decorin dermatopontin osteomodulin
*
*
*
Gene expression level
Distensible aorta : low PWV
Stiff aorta : high PWV
1. Heritability of arterial stiffness
1. Offsprings of patients with CVD 2. Twin studies
2. Structural aspects
2.1. Candidate genes• Genetic polymorphisms • Monogenic diseases• Animal models and k.o. mice
2.2. Gene expression profile candidate genes
Genetics of arterial stiffness
Hypertension, diabetes
End stage renal disease
Aortic aneurysm
Aging
Menopause
MarfanWilliamsEhlers-DanlosPXEFabryAllagile...
Monogenic Polygenic-multifactorial
Environmental factors modulating gene
expression
Animal models Genetically selectedanimalsSHRSHR-SP...
Transgenic animals
Human disease
Hypertension, diabetes
End stage renal disease
Aortic aneurysm
Aging
Menopause
MarfanWilliamsEhlers-DanlosPXEFabryAllagile...
Monogenic Polygenic-multifactorial
Environmental factors modulating gene
expression
Animal models Genetically selectedanimalsSHRSHR-SP...
Transgenic animals
Human disease
Identification of targets for drug development
1. Part of arterial stiffness is genetically determined,
2. Target proteins include not only elastic components, but mainly
proteins involved in the 3-D organization of the arterial wall.
3. These proteins are encoded by genes involved in cell-matrix
communication and structure/motility
4. The structural control of arterial stiffness is likely a dynamic process,
continuously modulated.
5. Many targets are being identified for future intervention on arterial
stiffness
Conclusions
PharmacologyInserm E 107,HEGP, Paris Y. Bezie S. Boumaza P. Boutouyrie E. Bozec P. Challande S. Durier C. Fassot P. Lacolley B. Laloux S. Laurent
Cardiology, Hôpital A. Paré, Paris G. Jondeau
Hypertension, HEGP P-F Plouin P. Corvol
Genetics and molecular biologyInserm U36, HEGP D. Germain X. Jeunemaître
Inserm U367, Paris F Alhenc-Gelas
AnatomopathologyInserm U430, HEGP P. Bruneval
Inserm U441, Pessac J-M Daniel-Lamazière