Samantha Holdsworth1, Audrey Fan1, Marc Lebel2, Zungho Zun3, Ajit Shankaranarayanan4, and Greg Zaharchuk1
1Department of Radiology, Stanford University, Stanford, CA, United States, 2GE Healthcare, Calgary, Canada, 3George Washington University, Washington, DC, United States, 4GE Healthcare, Menlo Park, CA, United States
Synopsis
One promising approach to multi-delay ASL is to perform the
labeling using a Hadamard-encoded method, which promises to improve the SNR
efficiency compared with sequential multi-delay ASL. In this study, we compared single-delay ASL,
sequential multi-delay ASL, and Hadamard-encoded multi-delay ASL in normal
subjects and in patients with cerebrovascular disease. Consistent with theory, Hadamard-encoding had
better SNR than sequential multi-delay ASL for measuring CBF and arterial
transit delay.Introduction
Despite the fact that it is less SNR efficient for measuring
CBF compared with single-delay ASL,1 multi-delay ASL has several
advantages, including the potential to map and correct for arterial transit
delay (ATD).2 One promising
approach to multi-delay ASL is to perform the labeling using a Hadamard-encoded
method, which should improve the SNR efficiency compared with sequential
multi-delay ASL.3,4 In this
study, we compared single-delay ASL, sequential multi-delay ASL, and
Hadamard-encoded multi-delay ASL in normal subjects and in patients with
cerebrovascular disease.
Methods
Normal subjects and patients received the following 3D
pseudocontinuous ASL sequences at 3.0T: (1) “standard” single-delay ASL with
parameters consistent with the recent ISMRM-ASNR white paper recommendations:
5
TR/TE 4000/10 ms, label time (TL)/post-label delay (PLD) 1500/2025 ms; (2)
sequential multidelay labeling (TR/TE 6518/25ms, label time 2000ms, 5 equally
spaced PLDs 700-3000ms); and (3) exponential time-delay Hadamard-encoded
labeling (TR/TE 6518/25ms) with 7 different preparations as shown in Figure
1. The time per scan for each study was
comparable (4:42, 4:46, 4:22 min, respectively). From each of the multi-delay
ASL sequences, we calculated CBF and ATD, while for the standard ASL, only CBF
measurement was possible. In normal subjects, a dual scan protocol was
performed, with these 3 sequences repeated twice during the same imaging
session to assess the between-scan standard deviation for both CBF and ATD over
the entire supratentorial whole brain.
4 In patients, we performed each of the 3 ASL
sequences. Anatomical and angiographic information were acquired with
whole-brain T1-weighted 3D IR-FSPGR images and intracranial time of flight
(TOF) MRA.
Results
Five normal subjects (2 F, age 31±7 yrs) received the dual
scan protocol, and 6 patients with cerebrovascular disease (4 F, age 50±6 yrs) received
the single scan protocol. In the normal
subjects, both the CBF and the ATD measurements of the Hadamard-encoded
multi-delay sequence had lower between-scan SD compared with sequential multi-delay
sequence (Figure 2). Figure 3 shows a representative patient study
demonstrating bilateral anterior and posterior arterial transit delays in a
patient with Moyamoya disease. CBF measurements were largely equivalent,
although single-delay ASL visually demonstrated the highest SNR. Figure 4 demonstrates that there was no
difference in ATD measurements between Hadamard and sequential multi-delay, but
the Hadamard-measured CBF was decreased by about 20% relative to either the
single-delay or sequential multi-delay methods.
Discussion
Among multi-delay methods, the
use of Hadamard-encoding improved SNR for both CBF and ATD compared with
sequential multi-delay, a finding consistent with theory.
4 ATD was similar in patients with
cerebrovascular disease between Hadamard and sequential-encoding. Measured CBF was approximately 20% lower with
the Hadamard method compared with the other techniques, which requires further
investigation. Comparison with a gold-standard
method, such as
15O-H
2O PET will be required to determine
which of the ASL methods yields the most accurate CBF measurements.
6 Multi-delay ASL methods may have advantages
over single-delay methods in patients with cerebrovascular disease, and if they
are to be used, Hadamard-encoding appears superior to sequential multi-delay
labeling.
Acknowledgements
NIH R01NS066506, R01NS047607, NCRR 5P41RR09784. GE Healthcare.References
1. Dai et al., MRM 2012; 67:1252-1265
2. Günther et al., MRM 2001; 45:974-84.
3. Günther et al., Proc ISMRM 2007; 380.
4. Dai et al., MRM 2013; 69:1014-22.
5. Alsop et al., MRM 2015; 73:102-116.
6. Heijtel et al., NeuroImage 2014; 92:182-192.