d ultrasound for arteriovenous fistula flow dynamics … · 2017-11-08 · vascular access needed...

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The Potenal use of 3-D Ultrasound for Arteriovenous Fistula Flow Dynamics Assessment Eoin A Murphy 1 , Rose A Ross 2 , Shona Z Mahew 1 , and John Graeme Houston 1 This project has received funding from the European Union’s Seventh Framework Programme for research, technological development and demonstraon under grant agreement no 324487. 1 Division of Cardiovascular and Diabetes Medicine, School of Medicine, Ninewells Hospital, Dundee, DD1 9SY. 2 NHS Tayside Vascular Department, Ninewells Hospital, DD1 9SY, UK. Image References [1] T. Vachharajani, Atlas of dialysis vascular access, School of Medicine. Wake Forest. Univ. (2010). [2] A. Brahmbha, A. Remuzzi, M. Franzoni, S. Misra, The molecular mechanisms of hemodialysis vascular access failure, Kidney Int. 89 (2016) 303–316. doi:10.1016/j.kint.2015.12.019. Introducon Haemodialysis is the most common treatment for end stage renal disease. An arteriovenous fistula (AVF) is considered the preferred vascular access needed for haemodialysis, although, up to 50% fail to mature. One theory as to why AVFs fail to mature is adverse local haemodynamics. To study the local haemodynamics computaonal fluid dynamics (CFD) is used. 3-D ultrasound could potenally pro- vide a cheap and accessible means to generate the paent-specific geometries needed for this study. The ReDVA Project— Combat the problem of renal dialysis vascular access failure Goals – Develop clinical technologies and methodologies that improve long-term performance of VA techniques – Knowledge exchange AVF Creaon Fistula surgically created by joining an artery to a vein. One commonly used fistula type is a radiocephalic (radial artery and cephalic vein). Radiocephalic Fistula [1] AVF Failure—Get with the Flow Local non-physiological haemodynamics within a fistula are theorised to encourage inmal hyperplasia, causing fistula failure. (a) Unidireconal WSS—physiological (b) Disturbed WSS—non-physiological Wall Shear Stress (WSS) and Endothelial Cells (ECs) ECs sense the local haemodynamics and release mitogens and cytokines that regu- late the proliferaon and migraon of cells into and within the vessel wall, as shown in figure on the right.[2] CFD Analysis of AVFs Biological processes within fistula occur at very small scale and cur- rently unable to get an accurate view of local haemodynamics in vi- vo. Therefore, CFD soſtware used to model and assess the haemody- namics within paent-specific AVFs. Geometries of paents’ AVFs needed for CFD currently acquired us- ing magnec resonance imaging (MRI) at five me-points: pre-surgery, and post-surgery at 2-4 weeks, 4-6 weeks, 6-8 weeks and 6 months Problems MRI Problems: expensive and me-consuming Paent Problems: difficult for renal paents to commit to five extra hospital visits (in addion to dialysis sessions) for MRI scan- ning, some potenal paents find MRI claustrophobic, frailty of pa- ents (difficult to lie sll for one hour). Geometry Problems: loss of signal around fistula region; therefore, geometry difficult to acquire in specific region of interest. Soluon—Ultrasound Ultrasound is already used to assess renal paents pre-surgery, and post-surgery at regular intervals in Ninewells. 3-D ultrasound could offer a viable alternave to MRI for paent AVF geometry acquision. Advantages: no addional paent visits are needed, assessment is non-invasive, accessible, cheap, good resoluon is aainable, flow measurements can be acquired, and 3-D geometries can be aained. Sample Ultrasound Images Doppler Ultrasound showing disturbed flow in fistula Ultrasound image of fistula with velocity profile over cardiac cycle Email: Eoin A Murphy—[email protected] Foreseeable Issues Ultrasound is operator dependent. Also, specific ultrasound machine needed capable of 3-D image acquision, and posion and orientaon of images need to be known.

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Page 1: D Ultrasound for Arteriovenous Fistula Flow Dynamics … · 2017-11-08 · vascular access needed for haemodialysis, although, up to 50% fail to mature. One theory as to why AVFs

The Potential use of 3-D Ultrasound for Arteriovenous Fistula

Flow Dynamics Assessment

Eoin A Murphy1, Rose A Ross2, Shona Z Matthew1,

and John Graeme Houston1

This project has received funding

from the European Union’s Seventh

Framework Programme for research,

technological development and

demonstration under grant

agreement no 324487.

1Division of Cardiovascular and Diabetes Medicine, School of Medicine, Ninewells Hospital, Dundee, DD1 9SY.

2 NHS Tayside Vascular Department, Ninewells Hospital, DD1 9SY, UK.

Image References

[1] T. Vachharajani, Atlas of dialysis vascular access, School of Medicine. Wake Forest. Univ. (2010).

[2] A. Brahmbhatt, A. Remuzzi, M. Franzoni, S. Misra, The molecular mechanisms of hemodialysis vascular access failure, Kidney Int. 89 (2016) 303–316.

doi:10.1016/j.kint.2015.12.019.

Introduction Haemodialysis is the most common treatment for end stage renal

disease. An arteriovenous fistula (AVF) is considered the preferred

vascular access needed for haemodialysis, although, up to 50% fail

to mature. One theory as to why AVFs fail to mature is adverse local

haemodynamics. To study the local haemodynamics computational

fluid dynamics (CFD) is used. 3-D ultrasound could potentially pro-

vide a cheap and accessible means to generate the patient-specific

geometries needed for this study.

The ReDVA Project— Combat the problem of renal dialysis

vascular access failure

Goals – Develop clinical technologies and methodologies that improve long-term performance of VA techniques

– Knowledge exchange

AVF Creation

Fistula surgically created by joining an artery to a vein.

One commonly used fistula type is a radiocephalic (radial

artery and cephalic vein).

Radiocephalic Fistula [1]

AVF Failure—Get with the Flow

Local non-physiological haemodynamics

within a fistula are theorised to encourage

intimal hyperplasia, causing fistula failure.

(a) Unidirectional WSS—physiological

(b) Disturbed WSS—non-physiological

Wall Shear Stress (WSS) and

Endothelial Cells (ECs)

ECs sense the local haemodynamics and

release mitogens and cytokines that regu-

late the proliferation and migration of cells

into and within the vessel wall, as shown

in figure on the right.[2]

CFD Analysis of AVFs

Biological processes within fistula occur at very small scale and cur-

rently unable to get an accurate view of local haemodynamics in vi-

vo.

Therefore, CFD software used to model and assess the haemody-

namics within patient-specific AVFs.

Geometries of patients’ AVFs needed for CFD currently acquired us-

ing magnetic resonance imaging (MRI) at five time-points:

pre-surgery, and post-surgery at 2-4 weeks, 4-6 weeks, 6-8 weeks

and 6 months

Problems

MRI Problems: expensive and time-consuming

Patient Problems: difficult for renal patients to commit to five

extra hospital visits (in addition to dialysis sessions) for MRI scan-

ning, some potential patients find MRI claustrophobic, frailty of pa-

tients (difficult to lie still for one hour).

Geometry Problems: loss of signal around fistula region; therefore,

geometry difficult to acquire in specific region of interest.

Solution—Ultrasound

Ultrasound is already used to assess renal patients pre-surgery, and post-surgery at

regular intervals in Ninewells. 3-D ultrasound could offer a viable alternative to MRI

for patient AVF geometry acquisition. Advantages: no additional patient visits are

needed, assessment is non-invasive, accessible, cheap, good resolution is attainable,

flow measurements can be acquired, and 3-D geometries can be attained.

Sample

Ultrasound

Images

Doppler Ultrasound showing

disturbed flow in fistula

Ultrasound image of fistula with

velocity profile over cardiac cycle

Email: Eoin A Murphy—[email protected]

Foreseeable Issues

Ultrasound is operator dependent. Also, specific ultrasound machine needed capable

of 3-D image acquisition, and position and orientation of images need to be known.