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This prospective observational study aims to validate three-dimensional electrical impedance tomography (3D-EIT) as a non-invasive bedside tool for the diagnosis and longitudinal monitoring of pulmonary embolism (PE). The study will include a PE cohort and a control cohort without PE or venous thromboembolism (VTE). Using algorithms that separate ventilation and perfusion signals, 3D-EIT-derived indices, including the Matching Index (MI), Dead Space Index (DI), and Shunt Index (SI), will be quantified. The diagnostic performance of MI and DI will be evaluated against computed tomography pulmonary angiography (CTPA), and their associations with PE severity, risk stratification, and treatment response will be explored. This study is expected to support the clinical translation of 3D-EIT as a radiation-free bedside functional imaging tool for PE management.
Pulmonary embolism (PE) is a major cause of morbidity and mortality. Computed tomography pulmonary angiography (CTPA) is the current reference standard for PE diagnosis, but it is limited by radiation exposure, contrast administration, and poor suitability for bedside or repeated dynamic assessment. Three-dimensional electrical impedance tomography (3D-EIT) is a non-invasive, radiation-free imaging technique that enables bedside evaluation of regional lung ventilation and perfusion.
The objective of this study is to validate the clinical utility of 3D-EIT for the diagnosis, risk stratification, and longitudinal monitoring of PE. The study will focus on EIT-derived ventilation-perfusion parameters, including the Matching Index (MI), Dead Space Index (DI), and Shunt Index (SI).
This is a prospective, single-center, observational case-control study conducted at Beijing Tsinghua Changgung Hospital. Two cohorts will be enrolled:
The primary objective is to assess the diagnostic performance of MI and DI for identifying PE using CTPA as the reference standard. Secondary objectives include evaluating the association of EIT-derived indices with PE severity, CTPA-based obstruction burden, risk stratification category, and temporal changes following treatment.
Statistical analyses will include estimation of reference ranges in the control cohort, receiver operating characteristic (ROC) analysis for diagnostic performance, correlation analyses between EIT and CTPA-derived parameters, and longitudinal analyses of repeated EIT measurements in the PE cohort.
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| Measure | Description | Time Frame |
|---|---|---|
| Diagnostic Accuracy of EIT-derived Dead Space Index (DI) for Pulmonary Embolism | Sensitivity, specificity, and area under the receiver operating characteristic curve (AUC) of the Dead Space Index (DI) measured by 3D-EIT for diagnosing pulmonary embolism, using CT pulmonary angiography (CTPA) as the reference standard. | Baseline (within 24 hours after CTPA for the PE cohort and at enrollment for the control cohort) |
| Measure | Description | Time Frame |
|---|---|---|
| Diagnostic Accuracy of EIT-derived Matching Index (MI) for Pulmonary Embolism | Sensitivity, specificity, and area under the receiver operating characteristic curve (AUC) of the Matching Index (MI) measured by 3D-EIT for diagnosing pulmonary embolism, using CT pulmonary angiography (CTPA) as the reference standard. | Baseline (within 24 hours after CTPA for the PE cohort and at enrollment for the control cohort) |
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Inclusion Criteria:
Exclusion Criteria:
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Participants will be recruited from Beijing Tsinghua Changgung Hospital. The study population will include: (1) adult patients with a first episode of pulmonary embolism confirmed by CT pulmonary angiography, and (2) control participants without pulmonary embolism or deep vein thrombosis who are scheduled for saphenous vein radiofrequency ablation for varicose veins. Control participants will undergo screening to exclude venous thromboembolism before enrollment.
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| ID | Term |
|---|---|
| D011655 | Pulmonary Embolism |
| D004194 | Disease |
| D054556 | Venous Thromboembolism |
| ID | Term |
|---|---|
| D008171 | Lung Diseases |
| D012140 | Respiratory Tract Diseases |
| D004617 | Embolism |
| D016769 | Embolism and Thrombosis |
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| D014652 |
| Vascular Diseases |
| D002318 | Cardiovascular Diseases |
| D010335 | Pathologic Processes |
| D013568 | Pathological Conditions, Signs and Symptoms |
| D013923 | Thromboembolism |