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Optimization of background suppression for arterial spin labeling perfusion imaging

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Abstract

Object

To present an algorithm for optimization of background suppression pulse timing for arterial spin labeling (ASL) perfusion imaging.

Materials and methods

An algorithm for optimization of background suppression pulse timing is proposed. Numerical optimization of timing of the background suppression pulses is investigated in both constrained and unconstrained ASL sequences. The performance of the parameters from the algorithm is evaluated in phantom and also in vivo in five human subjects.

Results

The background signal is suppressed to less than 1% across a broad range of T1s with a modest number of inversion pulses using the timings acquired from the numerical optimization algorithm proposed in this study. The performance of the parameters from the algorithm is also confirmed in vivo.

Conclusion

Successful background suppression over a broad range of tissues is achievable. Values for optimal pulse timing in both pulsed and continuous ASL studies are reported to facilitate sequence design with different labeling parameters.

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References

  1. Alsop D, Detre J (1999) Background suppressed 3D RARE ASL perfusion imaging. In: International society for magnetic resonance in medicine 7th scientific meeting, Philadelphia, p 601

  2. Ye FQ, Frank JA, Weinberger DR, McLaughlin AC (2000) Noise reduction in 3D perfusion imaging by attenuating the static signal in arterial spin tagging (ASSIST). Magn Reson Med 44(1):92–100

    Article  PubMed  CAS  Google Scholar 

  3. Dixon WT, Sardashti M, Castillo M, Stomp GP (1991) Multiple inversion recovery reduces static tissue signal in angiograms. Magn Reson Med 18(2):257–268

    Article  PubMed  CAS  Google Scholar 

  4. Mani S, Pauly J, Conolly S, Meyer C, Nishimura D (1997) Background suppression with multiple inversion recovery nulling: applications to projective angiography. Magn Reson Med 37(6):898–905

    Article  PubMed  CAS  Google Scholar 

  5. Dai W, Robson PM, Shankaranarayanan A, Alsop DC (2011) Reduced resolution transit delay prescan for quantitative continuous arterial spin labeling perfusion imaging. Magn Reson Med (in press)

  6. Shor NZ (1985) Minimization methods for non-differentiable functions. Springer, New York

    Book  Google Scholar 

  7. Garcia DM, Duhamel G, Alsop DC (2005) Efficiency of inversion pulses for background suppressed arterial spin labeling. Magn Reson Med 54(2):366–372

    Article  PubMed  Google Scholar 

  8. de Bazelaire CM, Duhamel GD, Rofsky NM, Alsop DC (2004) MR imaging relaxation times of abdominal and pelvic tissues measured in vivo at 3.0 T: preliminary results. Radiology 230(3):652–659

    Article  PubMed  Google Scholar 

  9. Dai W, Garcia D, de Bazelaire C, Alsop DC (2008) Continuous flow-driven inversion for arterial spin labeling using pulsed radio frequency and gradient fields. Magn Reson Med 60(6):1488–1497

    Article  PubMed  Google Scholar 

  10. Garcia DM, de Bazelaire C, Alsop DC (2005) Pseudo-continuous flow driven adiabatic inversion for arterial spin labeling. in: international society for magnetic resonance in medicine 13th scientific meeting, Miami, Florida, USA, p 9

  11. Kunz D (1987) Frequency-modulated radiofrequency pulses in spin-echo and stimulated-echo experiments. Magn Reson Med 4(2):129–136

    Article  PubMed  CAS  Google Scholar 

  12. Ordidge RJ, Wylezinska M, Hugg JW, Butterworth E, Franconi F (1996) Frequency offset corrected inversion (FOCI) pulses for use in localized spectroscopy. Magn Reson Med 36(4):562–566

    Article  PubMed  CAS  Google Scholar 

  13. O’Dell LA, Harris KJ, Schurko RW (2010) Optimized excitation pulses for the acquisition of static NMR powder patterns from half-integer quadrupolar nuclei. J Magn Reson 203(1):156–166

    Article  PubMed  Google Scholar 

  14. Bydder M, Larkman DJ, Hajnal JV (2002) Combination of signals from array coils using image-based estimation of coil sensitivity profiles. Magn Reson Med 47(3):539–548

    Article  PubMed  CAS  Google Scholar 

  15. Maleki N, Dai W, Alsop DC (2011) Blood flow quantification of the human retina with MRI. NMR Biomed 24(1):104–111

    Article  PubMed  Google Scholar 

  16. Duhamel G, Alsop D (2004) Single-shot susceptibility insensitive whole brain 3D perfusion imaging with ASL. In: International society for magnetic resonance in medicine 12th scientific meeting, Kyoto, Japan, p 518

  17. Fernandez-Seara MA, Wang Z, Wang J, Rao HY, Guenther M, Feinberg DA, Detre JA (2005) Continuous arterial spin labeling perfusion measurements using single shot 3D GRASE at 3 T. Magn Reson Med 54(5):1241–1247

    Article  PubMed  Google Scholar 

  18. Gunther M, Oshio K, Feinberg DA (2005) Single-shot 3D imaging techniques improve arterial spin labeling perfusion measurements. Magn Reson Med 54(2):491–498

    Article  PubMed  Google Scholar 

  19. St Lawrence KS, Frank JA, Bandettini PA, Ye FQ (2005) Noise reduction in multi-slice arterial spin tagging imaging. Magn Reson Med 53(3):735–738

    Article  PubMed  CAS  Google Scholar 

  20. Blamire AM, Styles P (2000) Spin echo entrapped perfusion image (SEEPAGE). A nonsubtraction method for direct imaging of perfusion. Magn Reson Med 43(5):701–704

    Article  PubMed  CAS  Google Scholar 

  21. Duyn JH, Tan CX, van Gelderen P, Yongbi MN (2001) High-sensitivity single-shot perfusion-weighted fMRI. Magn Reson Med 46(1):88–94

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgments

This work was supported in part by a grant from the National Institutes of Health through grant MH80729.

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Correspondence to Nasim Maleki.

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Maleki, N., Dai, W. & Alsop, D.C. Optimization of background suppression for arterial spin labeling perfusion imaging. Magn Reson Mater Phy 25, 127–133 (2012). https://doi.org/10.1007/s10334-011-0286-3

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  • DOI: https://doi.org/10.1007/s10334-011-0286-3

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