Diagnosis of Chronic Thromboembolic Pulmonary Hypertension Using Quantitative Lung Perfusion Parameters Extracted From Dual-energy Computed Tomography Images

J Thorac Imaging. 2022 Jul 1;37(4):239-245. doi: 10.1097/RTI.0000000000000646. Epub 2022 Apr 11.

Abstract

Purpose: To evaluate quantified iodine mapping parameters in dual-energy computed tomography in normal patients versus those with chronic thromboembolic pulmonary hypertension (CTEPH) with and without pulmonary thromboembolism.

Materials and methods: Using automatically quantified iodine mapping in dual-energy computed tomography, we evaluated lung relative average enhancement, standard deviation (SD), and the SD/lung relative average enhancement ratio. We compared the values for these parameters in normal patients versus those with CTEPH. We also performed a receiver operating characteristic curve analysis to determine the diagnostic cutoffs for the parameters.

Results: Patients constituted 41 patients (10 male [24.4%] and 31 female [75.6%]; mean age [SD]: 70.0 y [13.3]) with CTEPH and 237 (92 male [38.8%] and 145 female [61.2%]; mean age [SD]: 65.9 y [15.9]) normal patients. We found significant differences in lung relative average enhancement (34.9±6.3 vs. 26.9±6.3; P <0.0001), SD (11.6±1.9 vs. 14.7±3.3; P <0.001), and the SD/lung relative average enhancement ratio (33.7±5.0 vs. 55.7±10.4; P <0.001) between the normal and CTEPH groups, respectively. The ROC analyses demonstrated high discriminatory power (area under the curve=0.99) for using the SD/lung relative average enhancement ratio to differentiate between patients in the normal group and CTEPH group. At a threshold for the area under the curve of 44.2, diagnostic sensitivity, specificity, positive predictive value, and negative predictive value for the ratio were 92.7%, 97.5%, 86.5%, and 98.7%, respectively.

Conclusions: Patients with CTEPH were well-discriminated from normal patients using the SD/lung relative average enhancement ratio.

MeSH terms

  • Chronic Disease
  • Female
  • Humans
  • Hypertension, Pulmonary* / diagnostic imaging
  • Iodine*
  • Lung / diagnostic imaging
  • Male
  • Perfusion
  • Pulmonary Embolism* / complications
  • Pulmonary Embolism* / diagnostic imaging
  • Tomography, X-Ray Computed / methods

Substances

  • Iodine