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A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2...

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Dott. Giacomo Gadda 31-05-2019 A multiscale model for the simulation of cerebral and extracerebral blood flows and pressures in humans
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Page 1: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Dott. Giacomo Gadda

31-05-2019

A multiscale model for the

simulation of cerebral and extracerebral

blood flows and pressures in humans

Page 2: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Model features

Page 3: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Model features

• POSTURE

Page 4: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Model features

• POSTURE

• STENOSIS

Page 5: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Model features

• POSTURE

• BREATHING

• STENOSIS

Page 6: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Model features

• POSTURE

• BREATHING

• STENOSIS

• PaCO2 PRESSURE

Page 7: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Scheme of the model

Gadda et al. AM J Physiol – 2015 Gadda et al. Conf Proc IEEE – 2015

Gadda et al. AJNR – 2016 Gadda et al. Conf Proc RTSI – 2016Gadda et al. Eur J Appl Physiol – 2018

EXTRACRANIAL

ARTERIES EXTRACRANIAL

VEINS

BRAINCASE

Page 8: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Work at the MRI Institute (Detroit, USA)Posture modelling

𝐺𝑥 = 𝑘𝑥 1 +2

πtan−1

𝑃𝑥 𝑖𝑛𝑡 − 𝑃𝑥 𝑒𝑥𝑡𝐴

2

Gadda et al. AM J Physiol – 2015

Page 9: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Work at the MRI Institute (Detroit, USA)Posture modelling

US supine upright variation

Qj3 6.0±2.6 4.1±2.0 -32%

Qj2 8.9±3.4 5.2±3.3 -42%

Qj1 22.0±10.3 20.4±12.5 -7%

Qvv 1.1±0.7 2.3±1.2 +109%

Every flow 𝑄𝑥 is reported in ml/s

Gadda et al. AJNR 2016

𝐺𝑥 = 𝑘𝑥 1 +2

πtan−1

𝑃𝑥 𝑖𝑛𝑡 − 𝑃𝑥 𝑒𝑥𝑡𝐴

2

Page 10: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Work at the MRI Institute (Detroit, USA)Stenosis modelling

Gadda et al. AJNR 2016

Page 11: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Work at the MRI Institute (Detroit, USA)Stenosis modelling

Gadda et al. AJNR 2016

Page 12: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Work at the MRI Institute (Detroit, USA)Pressure modelling

Gadda et al. Eur J Appl Physiol 2018

Page 13: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Work at the MRI Institute (Detroit, USA)Pressure modelling

Gadda et al. Eur J Appl Physiol 2018

Page 14: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Work at the MRI Institute (Detroit, USA)Pressure modelling

Gadda et al. Eur J Appl Physiol 2018

Page 15: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Model features

• POSTURE

• BREATHING

• STENOSIS

• PaCO2 pressure

Page 16: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Model features

• POSTURE

• BREATHING

• STENOSIS

• PaCO2 pressure

• AGING

• MICROGRAVITY

Page 17: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

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Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv

Flo

w [

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Adult simulation

Pediatric MRI data

Pediatric

simulation

Future developments

Page 18: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

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Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv

Flo

w [

ml/

s]

Adult simulation

Pediatric MRI data

Pediatric

simulation

Future developments

Taibi et al. Sens Actuators A Phys 2018 Taibi et al. Physiol Meas 2017

Page 19: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Thanks for your attention

Page 20: A multiscale model for the simulation of cerebral and … · Qtot Q Qex Qvv Qjl1 Qjr1 Qjl2 Qjr2 Qjl3 Qjr3 Qvp Qejl Qejr Qvs Qdcv] Adult simulation Pediatric MRI data Pediatric simulation

Aging modelling


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