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Glomerular filtration rate with MDCT Dr Laurent Juillard, MD, PhD Département de Néphrologie, H. E. Herriot Inserm ERI 22, Université de Lyon. Lyon, France

Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

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Page 1: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Glomerular filtration rate with MDCT

Dr Laurent Juillard, MD, PhDDépartement de Néphrologie, H. E. HerriotInserm ERI 22, Université de Lyon.Lyon, France

Page 2: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

• Functional parameter definition • Tools : – EBCT – Spiral CT – MDCT

•Modeling methods – Gamma variate– Patlak

• Experimental data

Outline

Page 3: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

The challenge of renal functional evaluation

Page 4: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Renal Functional Imaging

MRI PETCT SCAN / EBCTMDCT•Non invasive evaluation

• Split renal function

•Absolute quantification

Page 5: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Renal Functional parameters

Tissue InjuryBlood FlowPerfusion

REDUCTION Glomerular Filtration Rate

Oxygencontent GFROxydative

metabolism

CT , MR

CT , PET

PETMR BOLD CT, MR

Page 6: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

•Gamma variate : »Glomerular filtration rate»Renal blood flow»Renal perfusion

Electron Beam Computed-Tomography

MDCT

Page 7: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

• EBCT cardiac and renal functional imaging – Cortical and medulla volume– Regional blood flow, tissue perfusion– Glomerular filtration rate

• Split renal function

• Few evaluation in humans– Breath control

Electron Beam Computed-Tomography

Page 8: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

EBCT: Principles

High temporal resolutionGood spatial resolution

Multi slices

Page 9: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Krier et al AJP, 2001

Page 10: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

INJECTION VVC : 0,5 mL/kg, 15 mL/s

EBCT: gamma variate

Krier et al AJP, 2001

Page 11: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

METHODS

0

20

40

60

80

100

120

0 50 100 150 200 250Temps (s)

Dens

ité C

ortic

ale (H

U)DataVasculaireProximalDistalTotal

Renal blood flowGlomerular filtration rate

INJECTION VVC : 0,5 mL/kg, 15 mL/s

Intratubular concentration Index

Time (s)Cortical density (HU)

Page 12: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Krier et al AJP, 2001

Page 13: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Chade et al Circulation, 2001

Page 14: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Chade et al Circulation, 2001

Page 15: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

PATIENTS

Hypertension

Unilateral RAS with FMD

MR or Conventional angiography

« Hemodynamically significant » US

Page 16: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Results: Regional Volumes

05

1015202530354045

Sténose Contra-lateralRein

Volum

e Rég

ional

(cm3

) CortexMedulla*

Stenosis Kidney ContralateralRegional volume (cm3)

Page 17: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Results: Blood Flow

0

50

100

150

200

250

Sténose Contra-lateralRein

Débit

Sang

uin R

énal

Régio

nal

(ml/m

in) CortexMedulla

*

Stenosis Kidney Contralateral

Regional Blood Flow

(mL/m

in)

Page 18: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Results: Perfusion

0

1

2

3

4

5

Sténose Contra-lateralRein

Perfu

sion R

égion

ale

(ml/m

in/g)

CortexMedulla

Stenosis Kidney Contralateral

Regional perfusion

(mL/m

in/g)

Page 19: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

0

5

10

15

20

25

30

35

1 2Rein

DFG

(ml/m

in)

Results: GFR

Sténose Contro-lateralStenosis Kidney Contralateral

Glomerular Flow Rate

(mL/m

in)

Page 20: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Pelaez et al NDT, 2005

Page 21: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Pelaez et al NDT, 2005

Page 22: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

MDCT : Principles

Vs EBCTIdentical parameters

Page 23: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Daghini et al, Radiology, 2007

CorticalTDC MDCT EBCT

Page 24: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Daghini et al, Radiology, 2007

MDCT EBCTMedullaTDC

Page 25: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Daghini et al, Radiology, 2007

Page 26: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Daghini et al, Radiology, 2007

Page 27: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Gloviczki et al, Hypertension 2010

14 patients with ARAS14 patients with EHMRI BOLD for oxygen contentMDCT study

Page 28: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Gloviczki et al, Hypertension 2010

GFR ??

Page 29: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

•Patlak : Glomerular filtration rate

Spiral CT Scanner

Page 30: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Tsushima et al, AJKD 99

Page 31: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Tsushima et al, AJKD 99

Page 32: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Tsushima et al, AJR 01

Page 33: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Tsushima et al, AJR 01

Page 34: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Hackstein et al, Radiology 05

Page 35: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Hackstein et al, Radiology 05

Page 36: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Hackstein et al, Radiology 05

Page 37: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Patlak GFR• Correlation between GFR Patlak and– Creatinine clairance– EDTA scintigraphy

• BUT– ROI cortex AND medulla– No comparaison with reference method

Dawson, Invest Radiol, 1993Miles, Br J Radiol, 1999Tsushima, AJKD, 1999Hackstein, Eur Radiol, 2001

Tsushima, AJKD, 1999

Page 38: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Daghini et al, Radiology, 2007

PATLAK

Page 39: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

PATLAK r=0.12

Gamma Variater=0.79

PATLAK modified r=0.75

Daghini et al, Radiology, 2007

Page 40: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

PATLAK

Gamma Variate -12+/-10

PATLAK modified -29+/- 12

Daghini et al, Radiology, 2007

Page 41: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Summary CTMost powerful method

GFR, RBF, Perfusion, ICT, Volume But

Remain invasiveContrast media toxicity

Page 42: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Validation ofRenal Perfusion and Glomerular Filtration Rate measurement with MDCT and low rate CM

Injection. Sandrine LEMOINE, Laurent JUILLARD

Page 43: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Aim •Validation of the measurement of–Cortical perfusion–Glomerular filtration rate

using MDCT•With a low rate CM injection (3mL/s) and using a peripheral vein injection•Using the gamma variate modeling •Using fluorescent microspheres as a reference for RBF and Inulin clearance for GFR

Page 44: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Images dynamiques sur 144 secondes au niveau d’une coupe du porc n°6 après injection de dopamine. Une image toute les secondes les 30 premières secondes puis

une image toutes les 6 secondes

Materiel et Methods

Page 45: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Régions d’intérêt tracée manuellement

Materiel et Methods

Page 46: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Vascular

Proximal peak

= Perfusion

= GFR

Gamma variate

Materiel et Methods

Page 47: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

• 10 pigs• Protocole:

Dopamine10 µg/kg/min

Dopamine + SSI10 µg/kg/min

Angiotensine II(500ng/kg/min)

Sacrifice

DFG 3Urine + blood

DFG 1Urine + blood

DFG 2Urine + blood

MS 1 = Perf 1

MS 2= Perf 2

MS 3=Perf 3

MDCT:PERF 1GFR 1

MDCT:PERF 3GFR 3

MDCT:PERF 2GFR 2

Materiel et Methods

Page 48: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Dopamine Dopamine + SSI

Angiotensine II

NS

NS

NSNS *

Perfusion scannerPerfusion microsphères

*

Results Perfusion

Page 49: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Corrélation entre les mesures de perfusion avec le scanner et avec les microsphères.

y = 0,8421x + 0,2496R2 = 0,8758

R = 0,93

0

1

2

3

4

5

6

0 1 2 3 4 5 6Perfusion Microspheres

(mL.min.-1.g-1)

Perfu

sion

MDC

T (m

L.min.

-1.g-1

)p<0.0001

Results Perfusion

Page 50: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

-5

-4

-3

-2

-1

0

1

2

3

4

5

0 1 2 3 4 5 6

Mean (mL/min/g)

Perfu

sion

MDC

T-M

S

– 0,2 +/- 0,3 mL/min

Results Perfusion

Page 51: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Corrélation entre les mesures de DFG mesurée avec la clairance de l’inuline et avec le scanner.

R2 = 0,0006

020406080

100120140160

0 10 20 30 40 50 60GFR MDCT (ml/min)

GFR

inulin

e (ml

/min)

Results GFR gamma variate

Page 52: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

Corrélation entre les mesures de DFG mesurée avec la clairance de l’inuline et avec le scanner.

Results GFR Patlak

y = 0,4844x + 13,186R2 = 0,4192

0

1020

30

4050

60

0 20 40 60 80GFR Patlak (mL/min)

GFR

Inulin

(mL/m

in)

Page 53: Glomerular filtration rate with MDCT€¦ · Chade et al Circulation, 2001. Chade et al Circulation, 2001. PATIENTS Hypertension Unilateral RAS with FMD MR or Conventional angiography

ConclusionMost powerful functional imaging modality for quantitative assessment of renal performance

Limits : CM toxicity and high rate injection for gamma variate

Low rate injection : compartmental modeling to be tested for GFR