Single breath-hold measurement of pulmonary gas exchange and diffusion in humans with hyperpolarized 129 Xe MR.
Junshuai XieHaidong LiHuiting ZhangXiuchao ZhaoLei ShiMing ZhangSa XiaoHe DengKe WangHao YangXianping SunGuangyao WuChaohui YeXin ZhouPublished in: NMR in biomedicine (2019)
Pulmonary diseases usually result in changes of the blood-gas exchange function in the early stages. Gas exchange across the respiratory membrane and gas diffusion in the alveoli can be quantified using hyperpolarized 129 Xe MR via chemical shift saturation recovery (CSSR) and diffusion-weighted imaging (DWI), respectively. Generally, CSSR and DWI data have been collected in separate breaths in humans. Unfortunately, the lung inflation level cannot be the exactly same in different breaths, which causes fluctuations in blood-gas exchange and pulmonary microstructure. Here we combine CSSR and DWI obtained with compressed sensing, to evaluate the gas diffusion and exchange function within a single breath-hold in humans. A new parameter, namely the perfusion factor of the respiratory membrane (SVRd/g ), is proposed to evaluate the gas exchange function. Hyperpolarized 129 Xe MR data are compared with pulmonary function tests and computed tomography examinations in healthy young, age-matched control, and chronic obstructive pulmonary disease human cohorts. SVRd/g decreases as the ventilation impairment and emphysema index increase. Our results indicate that the proposed method has the potential to detect the extent of lung parenchyma destruction caused by age and pulmonary diseases, and it would be useful in the early diagnosis of pulmonary diseases in clinical practice.
Keyphrases
- diffusion weighted imaging
- contrast enhanced
- room temperature
- pulmonary hypertension
- chronic obstructive pulmonary disease
- computed tomography
- diffusion weighted
- carbon dioxide
- magnetic resonance imaging
- endothelial cells
- electronic health record
- machine learning
- big data
- risk assessment
- air pollution
- deep learning
- ionic liquid
- multiple sclerosis
- pet ct
- idiopathic pulmonary fibrosis