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Nishiyama A, Kawata N, Yokota H, Hayano K, Matsuoka S, Shigeta A, Sugiura T, Tanabe N, Ishida K, Tatsumi K, Suzuki T, Uno T. Heterogeneity of Lung Density in Patients With Chronic Thromboembolic Pulmonary Hypertension (CTEPH). Acad Radiol 2022; 29:e229-e239. [PMID: 35466051 DOI: 10.1016/j.acra.2022.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 02/21/2022] [Accepted: 03/01/2022] [Indexed: 11/29/2022]
Abstract
RATIONALE AND OBJECTIVES Pulmonary endarterectomy (PEA) is one of the most effective treatments for chronic thromboembolic pulmonary hypertension (CTEPH). Right heart catheterization (RHC) is the gold standard assessment for pulmonary circulatory dynamics. However, computed tomography (CT) is less invasive than RHC and can elucidate some of the morphological changes caused by thromboembolism. We hypothesized that CT could facilitate the evaluation of heterogeneous pulmonary perfusion. This study investigated whether CT imaging features reflect the disease severity and changes in pulmonary circulatory dynamics in patients with CTEPH before and after PEA. MATERIALS AND METHODS This retrospective study included 58 patients with CTEPH who underwent PEA. Pre-PEA and post-PEA CT images were assessed for heterogeneity using CT texture analysis (CTTA). The CT parameters were compared with the results of the RHC and other clinical indices and analyzed with receiver operating characteristic curves analysis for patients with and without residual pulmonary hypertension (PH) (post-PEA mean pulmonary artery pressure ≥ 25 mmHg). RESULTS CT measurements reflecting heterogeneity were significantly correlated with mean pulmonary artery pressure. Kurtosis, skewness, and uniformity were significantly lower, and entropy was significantly higher in patients with residual PH than patients without residual PH. Area under the curve values of pre-PEA and post-PEA entropy between patients with and without residual PH were 0.71 (95% confidence interval 0.57-0.84) and 0.75 (0.63-0.88), respectively. CONCLUSION Heterogeneity of lung density might reflect pulmonary circulatory dynamics, and CTTA for heterogeneity could be a less invasive technique for evaluation of changes in pulmonary circulatory dynamics in patients with CTEPH undergoing PEA.
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Affiliation(s)
- Akira Nishiyama
- Department of Radiology (A.N.), Chiba University Hospital, Chiba, Japan; Department of Respirology (N.K., A.S., T.S., K.T., T.S.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Diagnostic Radiology and Radiation Oncology (H.Y., T.U.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Frontier Surgery (K.H.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Radiology (S.M.), St. Marianna University School of Medicine, Kanagawa, Japan; Department of Respirology (N.T.), Chibaken Saiseikai Narashino Hospital, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Eastern Chiba Medical Center, Togane, Japan.
| | - Naoko Kawata
- Department of Radiology (A.N.), Chiba University Hospital, Chiba, Japan; Department of Respirology (N.K., A.S., T.S., K.T., T.S.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Diagnostic Radiology and Radiation Oncology (H.Y., T.U.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Frontier Surgery (K.H.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Radiology (S.M.), St. Marianna University School of Medicine, Kanagawa, Japan; Department of Respirology (N.T.), Chibaken Saiseikai Narashino Hospital, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Eastern Chiba Medical Center, Togane, Japan
| | - Hajime Yokota
- Department of Radiology (A.N.), Chiba University Hospital, Chiba, Japan; Department of Respirology (N.K., A.S., T.S., K.T., T.S.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Diagnostic Radiology and Radiation Oncology (H.Y., T.U.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Frontier Surgery (K.H.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Radiology (S.M.), St. Marianna University School of Medicine, Kanagawa, Japan; Department of Respirology (N.T.), Chibaken Saiseikai Narashino Hospital, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Eastern Chiba Medical Center, Togane, Japan
| | - Koichi Hayano
- Department of Radiology (A.N.), Chiba University Hospital, Chiba, Japan; Department of Respirology (N.K., A.S., T.S., K.T., T.S.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Diagnostic Radiology and Radiation Oncology (H.Y., T.U.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Frontier Surgery (K.H.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Radiology (S.M.), St. Marianna University School of Medicine, Kanagawa, Japan; Department of Respirology (N.T.), Chibaken Saiseikai Narashino Hospital, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Eastern Chiba Medical Center, Togane, Japan
| | - Shin Matsuoka
- Department of Radiology (A.N.), Chiba University Hospital, Chiba, Japan; Department of Respirology (N.K., A.S., T.S., K.T., T.S.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Diagnostic Radiology and Radiation Oncology (H.Y., T.U.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Frontier Surgery (K.H.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Radiology (S.M.), St. Marianna University School of Medicine, Kanagawa, Japan; Department of Respirology (N.T.), Chibaken Saiseikai Narashino Hospital, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Eastern Chiba Medical Center, Togane, Japan
| | - Ayako Shigeta
- Department of Radiology (A.N.), Chiba University Hospital, Chiba, Japan; Department of Respirology (N.K., A.S., T.S., K.T., T.S.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Diagnostic Radiology and Radiation Oncology (H.Y., T.U.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Frontier Surgery (K.H.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Radiology (S.M.), St. Marianna University School of Medicine, Kanagawa, Japan; Department of Respirology (N.T.), Chibaken Saiseikai Narashino Hospital, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Eastern Chiba Medical Center, Togane, Japan
| | - Toshihiko Sugiura
- Department of Radiology (A.N.), Chiba University Hospital, Chiba, Japan; Department of Respirology (N.K., A.S., T.S., K.T., T.S.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Diagnostic Radiology and Radiation Oncology (H.Y., T.U.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Frontier Surgery (K.H.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Radiology (S.M.), St. Marianna University School of Medicine, Kanagawa, Japan; Department of Respirology (N.T.), Chibaken Saiseikai Narashino Hospital, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Eastern Chiba Medical Center, Togane, Japan
| | - Nobuhiko Tanabe
- Department of Radiology (A.N.), Chiba University Hospital, Chiba, Japan; Department of Respirology (N.K., A.S., T.S., K.T., T.S.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Diagnostic Radiology and Radiation Oncology (H.Y., T.U.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Frontier Surgery (K.H.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Radiology (S.M.), St. Marianna University School of Medicine, Kanagawa, Japan; Department of Respirology (N.T.), Chibaken Saiseikai Narashino Hospital, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Eastern Chiba Medical Center, Togane, Japan
| | - Keiichi Ishida
- Department of Radiology (A.N.), Chiba University Hospital, Chiba, Japan; Department of Respirology (N.K., A.S., T.S., K.T., T.S.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Diagnostic Radiology and Radiation Oncology (H.Y., T.U.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Frontier Surgery (K.H.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Radiology (S.M.), St. Marianna University School of Medicine, Kanagawa, Japan; Department of Respirology (N.T.), Chibaken Saiseikai Narashino Hospital, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Eastern Chiba Medical Center, Togane, Japan
| | - Koichiro Tatsumi
- Department of Radiology (A.N.), Chiba University Hospital, Chiba, Japan; Department of Respirology (N.K., A.S., T.S., K.T., T.S.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Diagnostic Radiology and Radiation Oncology (H.Y., T.U.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Frontier Surgery (K.H.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Radiology (S.M.), St. Marianna University School of Medicine, Kanagawa, Japan; Department of Respirology (N.T.), Chibaken Saiseikai Narashino Hospital, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Eastern Chiba Medical Center, Togane, Japan
| | - Takuji Suzuki
- Department of Radiology (A.N.), Chiba University Hospital, Chiba, Japan; Department of Respirology (N.K., A.S., T.S., K.T., T.S.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Diagnostic Radiology and Radiation Oncology (H.Y., T.U.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Frontier Surgery (K.H.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Radiology (S.M.), St. Marianna University School of Medicine, Kanagawa, Japan; Department of Respirology (N.T.), Chibaken Saiseikai Narashino Hospital, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Eastern Chiba Medical Center, Togane, Japan
| | - Takashi Uno
- Department of Radiology (A.N.), Chiba University Hospital, Chiba, Japan; Department of Respirology (N.K., A.S., T.S., K.T., T.S.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Diagnostic Radiology and Radiation Oncology (H.Y., T.U.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Frontier Surgery (K.H.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Radiology (S.M.), St. Marianna University School of Medicine, Kanagawa, Japan; Department of Respirology (N.T.), Chibaken Saiseikai Narashino Hospital, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Chiba University Graduate School of Medicine, Chiba, Japan; Department of Cardiovascular Surgery (K.I.), Eastern Chiba Medical Center, Togane, Japan
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