Optimized quantitative mapping of cardiopulmonary oscillations using hyperpolarized 129Xe gas exchange MRI: Digital phantoms and clinical evaluation in CTEPH
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作者:
Lu, Junlan
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Duke Univ, Med Phys Grad Program, Durham, NC 27710 USADuke Univ, Med Phys Grad Program, Durham, NC 27710 USA
Lu, Junlan
[1
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Alenezi, Fawaz
[2
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Bier, Elianna
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Duke Univ, Biomed Engn, Durham, NC 27710 USADuke Univ, Med Phys Grad Program, Durham, NC 27710 USA
Bier, Elianna
[3
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Leewiwatwong, Suphachart
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Duke Univ, Biomed Engn, Durham, NC 27710 USADuke Univ, Med Phys Grad Program, Durham, NC 27710 USA
Leewiwatwong, Suphachart
[3
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Mummy, David
[4
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Kabir, Sakib
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Duke Univ, Med Ctr, Radiol, Durham, NC 27710 USADuke Univ, Med Phys Grad Program, Durham, NC 27710 USA
Kabir, Sakib
[4
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Rajagopal, Sudarshan
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Duke Univ, Med Ctr, Dept Med, Div Cardiol, Durham, NC 27710 USADuke Univ, Med Phys Grad Program, Durham, NC 27710 USA
Rajagopal, Sudarshan
[2
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Robertson, Scott
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Duke Univ, Med Ctr, Clin Imaging Phys Grp, Durham, NC USADuke Univ, Med Phys Grad Program, Durham, NC 27710 USA
Robertson, Scott
[5
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Niedbalski, Peter J.
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Univ Kansas, Med Ctr, Div Pulm Crit Care & Sleep Med, Kansas City, KS USADuke Univ, Med Phys Grad Program, Durham, NC 27710 USA
Niedbalski, Peter J.
[6
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Driehuys, Bastiaan
[1
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,4
,7
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机构:
[1] Duke Univ, Med Phys Grad Program, Durham, NC 27710 USA
[2] Duke Univ, Med Ctr, Dept Med, Div Cardiol, Durham, NC 27710 USA
[3] Duke Univ, Biomed Engn, Durham, NC 27710 USA
[4] Duke Univ, Med Ctr, Radiol, Durham, NC 27710 USA
[5] Duke Univ, Med Ctr, Clin Imaging Phys Grp, Durham, NC USA
[6] Univ Kansas, Med Ctr, Div Pulm Crit Care & Sleep Med, Kansas City, KS USA
[7] Duke Univ, Dept Radiol, Med Ctr, Box 3302, Durham, NC 27710 USA
Purpose: The interaction between Xe-129 atoms and pulmonary capillary red blood cells provides cardiogenic signal oscillations that display sensitivity to precapillary and postcapillary pulmonary hypertension. Recently, such oscillations have been spatially mapped, but little is known about optimal reconstruction or sensitivity to artifacts. In this study, we use digital phantom simulations to specifically optimize keyhole reconstruction for oscillation imaging. We then use this optimized method to re-establish healthy reference values and quantitatively evaluate microvascular flow changes in patients with chronic thromboembolic pulmonary hypertension (CTEPH) before and after pulmonary thromboendarterectomy (PTE).Methods: A six-zone digital lung phantom was designed to investigate the effects of radial views, key radius, and SNR. One-point Dixon Xe-129 gas exchange MRI images were acquired in a healthy cohort (n = 17) to generate a reference distribution and thresholds for mapping red blood cell oscillations. These thresholds were applied to 10 CTEPH participants, with 6 rescanned following PTE.Results: For undersampled acquisitions, a key radius of 0.14k(max) was found to optimally resolve oscillation defects while minimizing excessive heterogeneity. CTEPH participants at baseline showed higher oscillation defect + low (32 +/- 14%) compared with healthy volunteers (18 +/- 12%, p < 0.001). For those scanned both before and after PTE, oscillation defect + low decreased from 37 +/- 13% to 23 +/- 14% (p = 0.03).Conclusions: Digital phantom simulations have informed an optimized keyhole reconstruction technique for gas exchange images acquired with standard 1-point Dixon parameters. Our proposed methodology enables more robust quantitative mapping of cardiogenic oscillations, potentially facilitating effective regional quantification of microvascular flow impairment in patients with pulmonary vascular diseases such as CTEPH.
机构:
Univ Toronto, Dept Med Biophys, 101 Coll St, Toronto, ON M5G 1L7, Canada
Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Translat Med Program, 686 Bay St, Toronto, ON M5G0A4, CanadaUniv Toronto, Dept Med Biophys, 101 Coll St, Toronto, ON M5G 1L7, Canada
Zanette, Brandon
Stirrat, Elaine
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Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Translat Med Program, 686 Bay St, Toronto, ON M5G0A4, CanadaUniv Toronto, Dept Med Biophys, 101 Coll St, Toronto, ON M5G 1L7, Canada
Stirrat, Elaine
Jelveh, Salomeh
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Princess Margaret Canc Ctr, Radiat Med Program, 610 Univ Ave, Toronto, ON M5G2M9, CanadaUniv Toronto, Dept Med Biophys, 101 Coll St, Toronto, ON M5G 1L7, Canada
Jelveh, Salomeh
Hope, Andrew
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Princess Margaret Canc Ctr, Radiat Med Program, 610 Univ Ave, Toronto, ON M5G2M9, Canada
Univ Toronto, Dept Radiat Oncol, 149 Coll St, Toronto, ON M5T1P5, CanadaUniv Toronto, Dept Med Biophys, 101 Coll St, Toronto, ON M5G 1L7, Canada
Hope, Andrew
Santyr, Giles
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Univ Toronto, Dept Med Biophys, 101 Coll St, Toronto, ON M5G 1L7, Canada
Hosp Sick Children, Peter Gilgan Ctr Res & Learning, Translat Med Program, 686 Bay St, Toronto, ON M5G0A4, CanadaUniv Toronto, Dept Med Biophys, 101 Coll St, Toronto, ON M5G 1L7, Canada
机构:
Univ N Carolina, Dept Radiat Oncol, Chapel Hill, NC 27599 USA
Duke Univ, Med Phys Grad Program, Durham, NC 27708 USAUniv N Carolina, Dept Radiat Oncol, Chapel Hill, NC 27599 USA
Rankine, Leith J.
Lu, Junlan
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Duke Univ, Med Phys Grad Program, Durham, NC 27708 USAUniv N Carolina, Dept Radiat Oncol, Chapel Hill, NC 27599 USA
Lu, Junlan
Wang, Ziyi
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Duke Univ, Dept Biomed Engn, Durham, NC USAUniv N Carolina, Dept Radiat Oncol, Chapel Hill, NC 27599 USA
Wang, Ziyi
Kelsey, Christopher R.
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Duke Univ, Dept Radiat Oncol, Med Ctr, Durham, NC USAUniv N Carolina, Dept Radiat Oncol, Chapel Hill, NC 27599 USA
Kelsey, Christopher R.
Marks, Lawrence B.
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Univ N Carolina, Dept Radiat Oncol, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiat Oncol, Chapel Hill, NC 27599 USA
Marks, Lawrence B.
Das, Shiva K.
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Univ N Carolina, Dept Radiat Oncol, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiat Oncol, Chapel Hill, NC 27599 USA
Das, Shiva K.
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Driehuys, Bastiaan
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS,
2024,
120
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