Three‐Dimensional Free‐Breathing Ultrashort Echo Time (UTE) <sup>1</sup>H MRI Regional Ventilation: Comparison With Hyperpolarized <sup>129</sup>Xe MRI and Pulmonary Function Testing in Healthy Volunteers and People With Cystic Fibrosis

MRI can provide localized assessment of lung function for monitoring people with lung disease. Hyperpolarized <sup>129</sup>Xe MRI directly images pulmonary gas distribution but requires specialized hardware. Conventional <sup>1</sup>H MRI acquisitions can also provide functional maps using free-breathing approaches. The purpose of this study is to evaluate regional ventilation derived from 3D ultrashort echo-time (UTE) <sup>1</sup>H MRI using Motion-Compensated Low-Rank constrained reconstruction (MoCoLoR), by comparing against <sup>129</sup>Xe MRI and pulmonary function testing as reference-standard. The study is retrospective in design. The study included 57 participants (25.4 ± 15.8 years, 35 males and 22 females): 12 healthy volunteers, 20 pediatric, and 25 adult people with cystic fibrosis (CF) scanned between January 2022 and February 2023. Field strength/sequence: 3T; <sup>129</sup>Xe: 2D multislice spoiled gradient-recalled sequence; UTE <sup>1</sup>H: variable-density 3D radial sequence. K-means-based <sup>129</sup>Xe ventilation defect percent (VDP), forced expiratory volume in 1 s (FEV<sub>1</sub>), and lung clearance index (LCI) were evaluated against UTE <sup>1</sup>H VDP from a modified k-means method. The correspondence of ventilation defect maps from <sup>129</sup>Xe and UTE <sup>1</sup>H was also evaluated. Statistical tests included the Pearson correlation coefficient (r) and t tests, with p < 0.05 considered significant. <sup>129</sup>Xe and UTE <sup>1</sup>H VDP were significantly correlated (r = 0.64, p = <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mn>9.1</mml:mn> <mml:mo>×</mml:mo> <mml:msup><mml:mn>10</mml:mn> <mml:mrow><mml:mo>-</mml:mo> <mml:mn>8</mml:mn></mml:mrow> </mml:msup> </mml:mrow> <mml:annotation>$$ 9.1\times {10}^{-8} $$</mml:annotation></mml:semantics> </mml:math> ). Bland-Altman analysis showed a bias of -0.05 (p = <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mn>7.2</mml:mn> <mml:mo>×</mml:mo> <mml:msup><mml:mn>10</mml:mn> <mml:mrow><mml:mo>-</mml:mo> <mml:mn>5</mml:mn></mml:mrow> </mml:msup> </mml:mrow> <mml:annotation>$$ 7.2\times {10}^{-5} $$</mml:annotation></mml:semantics> </mml:math> ) and limits of agreement of (0.07, -0.17). The Dice spatial accuracy of the UTE-based ventilation defect regions using <sup>129</sup>Xe as reference was 0.64 ± 0.05. UTE <sup>1</sup>H VDP was significantly correlated with FEV<sub>1</sub> (r = -0.54, p = <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mn>2.9</mml:mn> <mml:mo>×</mml:mo> <mml:msup><mml:mn>10</mml:mn> <mml:mrow><mml:mo>-</mml:mo> <mml:mn>4</mml:mn></mml:mrow> </mml:msup> </mml:mrow> <mml:annotation>$$ 2.9\times {10}^{-4} $$</mml:annotation></mml:semantics> </mml:math> ) and LCI (r = 0.48, p = <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mn>5.9</mml:mn> <mml:mo>×</mml:mo> <mml:msup><mml:mn>10</mml:mn> <mml:mrow><mml:mo>-</mml:mo> <mml:mn>3</mml:mn></mml:mrow> </mml:msup> </mml:mrow> <mml:annotation>$$ 5.9\times {10}^{-3} $$</mml:annotation></mml:semantics> </mml:math> ) and was significantly different between healthy and CF participants (p = 0.017), although the correlations and differences were stronger for <sup>129</sup>Xe VDP. UTE <sup>1</sup>H VDP correlated with <sup>129</sup>Xe VDP, FEV<sub>1</sub>, and LCI, and demonstrated high, consistent Dice spatial accuracy against <sup>129</sup>Xe VDP. UTE <sup>1</sup>H VDP captured variations in lung ventilation and has the advantage that it can be widely implemented on any MR system for evaluation and monitoring of patients with lung disease.

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Journal
NMR in Biomedicine
Published
2025-04-15
DOI
https://doi.org/10.1002/nbm.70033
Citations
3
Primary Topic
Atomic and Subatomic Physics Research
Type
article
Field-Weighted Citation Impact
3.74

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article

Three‐Dimensional Free‐Breathing Ultrashort Echo Time (UTE) 1H MRI Regional Ventilation: Comparison With Hyperpolarized 129Xe MRI and Pulmonary Function Testing in Healthy Volunteers and People With Cystic Fibrosis

Peder E. Z. Larson, Rachel L. Eddy, V. Diamond, Fei Tan et al.
3 citations
NMR in Biomedicine
Atomic and Subatomic Physics Research
3.74
article

Three‐Dimensional Free‐Breathing Ultrashort Echo Time (UTE) 1H MRI Regional Ventilation: Comparison With Hyperpolarized 129Xe MRI and Pulmonary Function Testing in Healthy Volunteers and People With Cystic Fibrosis

Peder E. Z. Larson, Rachel L. Eddy, V. Diamond, Fei Tan, Jonathan H. Rayment
article en
3 citations

Abstract

MRI can provide localized assessment of lung function for monitoring people with lung disease. Hyperpolarized <sup>129</sup>Xe MRI directly images pulmonary gas distribution but requires specialized hardware. Conventional <sup>1</sup>H MRI acquisitions can also provide functional maps using free-breathing approaches. The purpose of this study is to evaluate regional ventilation derived from 3D ultrashort echo-time (UTE) <sup>1</sup>H MRI using Motion-Compensated Low-Rank constrained reconstruction (MoCoLoR), by comparing against <sup>129</sup>Xe MRI and pulmonary function testing as reference-standard. The study is retrospective in design. The study included 57 participants (25.4 ± 15.8 years, 35 males and 22 females): 12 healthy volunteers, 20 pediatric, and 25 adult people with cystic fibrosis (CF) scanned between January 2022 and February 2023. Field strength/sequence: 3T; <sup>129</sup>Xe: 2D multislice spoiled gradient-recalled sequence; UTE <sup>1</sup>H: variable-density 3D radial sequence. K-means-based <sup>129</sup>Xe ventilation defect percent (VDP), forced expiratory volume in 1 s (FEV<sub>1</sub>), and lung clearance index (LCI) were evaluated against UTE <sup>1</sup>H VDP from a modified k-means method. The correspondence of ventilation defect maps from <sup>129</sup>Xe and UTE <sup>1</sup>H was also evaluated. Statistical tests included the Pearson correlation coefficient (r) and t tests, with p < 0.05 considered significant. <sup>129</sup>Xe and UTE <sup>1</sup>H VDP were significantly correlated (r = 0.64, p = <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mn>9.1</mml:mn> <mml:mo>×</mml:mo> <mml:msup><mml:mn>10</mml:mn> <mml:mrow><mml:mo>-</mml:mo> <mml:mn>8</mml:mn></mml:mrow> </mml:msup> </mml:mrow> <mml:annotation>$$ 9.1\times {10}^{-8} $$</mml:annotation></mml:semantics> </mml:math> ). Bland-Altman analysis showed a bias of -0.05 (p = <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mn>7.2</mml:mn> <mml:mo>×</mml:mo> <mml:msup><mml:mn>10</mml:mn> <mml:mrow><mml:mo>-</mml:mo> <mml:mn>5</mml:mn></mml:mrow> </mml:msup> </mml:mrow> <mml:annotation>$$ 7.2\times {10}^{-5} $$</mml:annotation></mml:semantics> </mml:math> ) and limits of agreement of (0.07, -0.17). The Dice spatial accuracy of the UTE-based ventilation defect regions using <sup>129</sup>Xe as reference was 0.64 ± 0.05. UTE <sup>1</sup>H VDP was significantly correlated with FEV<sub>1</sub> (r = -0.54, p = <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mn>2.9</mml:mn> <mml:mo>×</mml:mo> <mml:msup><mml:mn>10</mml:mn> <mml:mrow><mml:mo>-</mml:mo> <mml:mn>4</mml:mn></mml:mrow> </mml:msup> </mml:mrow> <mml:annotation>$$ 2.9\times {10}^{-4} $$</mml:annotation></mml:semantics> </mml:math> ) and LCI (r = 0.48, p = <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mn>5.9</mml:mn> <mml:mo>×</mml:mo> <mml:msup><mml:mn>10</mml:mn> <mml:mrow><mml:mo>-</mml:mo> <mml:mn>3</mml:mn></mml:mrow> </mml:msup> </mml:mrow> <mml:annotation>$$ 5.9\times {10}^{-3} $$</mml:annotation></mml:semantics> </mml:math> ) and was significantly different between healthy and CF participants (p = 0.017), although the correlations and differences were stronger for <sup>129</sup>Xe VDP. UTE <sup>1</sup>H VDP correlated with <sup>129</sup>Xe VDP, FEV<sub>1</sub>, and LCI, and demonstrated high, consistent Dice spatial accuracy against <sup>129</sup>Xe VDP. UTE <sup>1</sup>H VDP captured variations in lung ventilation and has the advantage that it can be widely implemented on any MR system for evaluation and monitoring of patients with lung disease.

NMR in BiomedicineVol. 38(6)
University of British Columbia (CA), University of California, San Francisco (US), BC Children's Hospital (CA), University of California, Berkeley (US)
National Institutes of Health
Good health and well-being
Openalex Percentile: Top 8%
Atomic and Subatomic Physics Research
3.74
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