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Solitary Pulmonary Nodule Evaluation: Pearls and Pitfalls

Ko, Jane P; Bagga, Barun; Gozansky, Elliott; Moore, William H
Lung nodules are frequently encountered while interpreting chest CTs and are challenging to detect, characterize, and manage given they can represent both benign or malignant etiologies. An understanding of features associated with malignancy and causes of interpretive pitfalls is helpful to avoid misdiagnoses. This review addresses pertinent topics related to the etiologies for missed lung nodules on radiography and CT. Additionally, CT imaging technical pitfalls and challenges in addition to issues in the evaluation of nodule morphology, attenuation, and size will be discussed. Nodule management guidelines will be addressed as well as recent investigations that further our understanding of lung nodules.
PMID: 35688534
ISSN: 1558-5034
CID: 5248582

Inter-Reader Variability of Volumetric Subsolid Pulmonary Nodule Radiomic Features

Azour, Lea; Moore, William H; O'Donnell, Thomas; Truong, Mylene T; Babb, James; Niu, Bowen; Wimmer, Andreas; Kiumehr, Saman; Ko, Jane P
OBJECTIVE:To evaluate the inter-observer consistency for subsolid pulmonary nodule radiomic features. MATERIALS AND METHODS/METHODS:Subsolid nodules were selected by reviewing radiology reports of CT examinations performed December 1, 2015 to April 1, 2016. Patients with CTs at two time points were included in this study. There were 55 patients with subsolid nodules, of whom 14 had two nodules. Of 69 subsolid nodules, 66 were persistent at the second time point, yielding 135 lesions for segmentation. Two thoracic radiologists and an imaging fellow segmented the lesions using a semi-automated volumetry algorithm (Syngo.via Vb20, Siemens). Coefficient of variation (CV) was used to assess consistency of 91 quantitative measures extracted from the subsolid nodule segmentations, including first and higher order texture features. The accuracy of segmentation was visually graded by an experienced thoracic radiologist. Influencing factors on radiomic feature consistency and segmentation accuracy were assessed using generalized estimating equation analyses and the Exact Mann-Whitney test. RESULTS:Mean patient age was 71 (38-93 years), with 39 women and 16 men. Mean nodule volume was 1.39mL, range .03-48.2mL, for 135 nodules. Several radiomic features showed high inter-reader consistency (CV<5%), including entropy, uniformity, sphericity, and spherical disproportion. Descriptors such as surface area and energy had low consistency across inter-reader segmentations (CV>10%). Nodule percent solid component and attenuation influenced inter-reader variability of some radiomic features. The presence of contrast did not significantly affect the consistency of subsolid nodule radiomic features. Near perfect segmentation, within 5% of actual nodule size, was achieved in 68% of segmentations, and very good segmentation, within 25% of actual nodule size, in 94%. Morphologic features including nodule margin and shape (each p <0.01), and presence of air bronchograms (p = 0.004), bubble lucencies (p = 0.02) and broad pleural contact (p < 0.01) significantly affected the probability of near perfect segmentation. Stroke angle (p = 0.001) and length (p < 0.001) also significantly influenced probability of near perfect segmentation. CONCLUSIONS:The inter-observer consistency of radiomic features for subsolid pulmonary nodules varies, with high consistency for several features, including sphericity, spherical disproportion, and first and higher order entropy, and normalized non-uniformity. Nodule morphology influences the consistency of subsolid nodule radiomic features, and the accuracy of subsolid nodule segmentation.
PMID: 33610452
ISSN: 1878-4046
CID: 4794062

Evidence for Continuity of Interstitial Spaces Within and Outside the Human Lung [Meeting Abstract]

Ordner, Jeffrey; Chiriboga, Luis; Zeck, Briana; Majd, Mariam; Zhou, Fang; Moreira, Andre; Ko, Jane; Imam, Rami; Wells, Rebecca; Theise, Neil; Narula, Navneet
ISI:000770360203213
ISSN: 0023-6837
CID: 5243252

Evidence for Continuity of Interstitial Spaces Within and Outside the Human Lung [Meeting Abstract]

Ordner, Jeffrey; Chiriboga, Luis; Zeck, Briana; Majd, Mariam; Zhou, Fang; Moreira, Andre; Ko, Jane; Imam, Rami; Wells, Rebecca; Theise, Neil; Narula, Navneet
ISI:000770361803213
ISSN: 0893-3952
CID: 5243392

Pearls and Pitfalls in Postsurgical Imaging of the Chest

Strange, Chad D; Vlahos, Ioannis; Truong, Mylene T; Shroff, Girish S; Ahuja, Jitesh; Wu, Carol C; Ko, Jane P
A variety of surgical procedures are utilized to treat a spectrum of cardiopulmonary diseases. In the imaging of patients in the post-operative period, it is important to have an understanding of surgical techniques including invasive and minimally invasive procedures and the expected postsurgical findings. Knowledge of certain patient risk factors, various complications associated with specific surgical procedures, and a keen attention to detail are essential to avoid misinterpretation and delay diagnosis. Prompt detection of potential complications allows timely intervention, thereby, optimizing patient outcomes in the post-operative period.
PMID: 34895612
ISSN: 1558-5034
CID: 5088912

Managing Incidental Findings on Thoracic CT: Lung Findings. A White Paper of the ACR Incidental Findings Committee

Munden, Reginald F; Black, William C; Hartman, Thomas E; MacMahon, Heber; Ko, Jane P; Dyer, Debra S; Naidich, David; Rossi, Santiago E; McAdams, H Page; Goodman, Eric M; Brown, Kathleen; Kent, Michael; Carter, Brett W; Chiles, Caroline; Leung, Ann N; Boiselle, Phillip M; Kazerooni, Ella A; Berland, Lincoln L; Pandharipande, Pari V
The ACR Incidental Findings Committee presents recommendations for managing incidentally detected lung findings on thoracic CT. The Chest Subcommittee is composed of thoracic radiologists who endorsed and developed the provided guidance. These recommendations represent a combination of current published evidence and expert opinion and were finalized by informal iterative consensus. The recommendations address commonly encountered incidental findings in the lungs and are not intended to be a comprehensive review of all pulmonary incidental findings. The goal is to improve the quality of care by providing guidance on management of incidentally detected thoracic findings.
PMID: 34246574
ISSN: 1558-349x
CID: 5039232

CT of Postacute Lung Complications of COVID-19

Solomon, Joshua J; Heyman, Brooke; Ko, Jane P; Condos, Rany; Lynch, David A
The acute course of coronavirus disease 2019 (COVID-19) is variable and ranges from asymptomatic infection to fulminant respiratory failure. Patients recovering from COVID-19 can have persistent symptoms and computed tomography (CT) abnormalities of variable severity. At 3 months after acute infection, a subset of patients will have CT abnormalities that include ground glass abnormalities (GGO) and subpleural bands with concomitant pulmonary function abnormalities. At 6 months after acute infection, some patients have persistent CT changes to include the resolution of GGOs seen in the early recovery phase and the persistence or development of changes suggestive of fibrosis such as reticulation with or without parenchymal distortion. Predictors of post-COVID lung disease include need for intensive care unit (ICU) admission, mechanical ventilation, higher inflammatory markers, longer hospital stay and a diagnosis of acute respiratory distress syndrome (ARDS). Treatments of post-COVID lung disease are being investigated with anti-fibrotic agents being investigated for the prevention of post-COVID lung fibrosis. The etiology of post-COVID lung disease may be a sequela of prolonged mechanical ventilation, COVID-induced ARDS or direct injury from the virus. Future research is needed to determine the long-term persistence of post-COVID lung disease, its impact on patients and ways to prevent or treat it.
PMCID:8369881
PMID: 34374591
ISSN: 1527-1315
CID: 4988832

Incidental Lung Nodules on Cross-sectional Imaging: Current Reporting and Management

Azour, Lea; Ko, Jane P; Washer, Sophie L; Lanier, Amelia; Brusca-Augello, Geraldine; Alpert, Jeffrey B; Moore, William H
Pulmonary nodules are the most common incidental finding in the chest, particularly on computed tomographs that include a portion or all of the chest, and may be encountered more frequently with increasing utilization of cross-sectional imaging. Established guidelines address the reporting and management of incidental pulmonary nodules, both solid and subsolid, synthesizing nodule and patient features to distinguish benign nodules from those of potential clinical consequence. Standard nodule assessment is essential for the accurate reporting of nodule size, attenuation, and morphology, all features with varying risk implications and thus management recommendations.
PMID: 34053604
ISSN: 1557-8275
CID: 4890782

Imaging Course of Lung Transplantation: From Patient Selection to Postoperative Complications

Kim, Stacy J; Azour, Lea; Hutchinson, Barry D; Shirsat, Hemlata; Zhou, Fang; Narula, Navneet; Moreira, Andre L; Angel, Luis; Ko, Jane P; Moore, William H
Lung transplant is increasingly performed for the treatment of end-stage lung disease. As the number of lung transplants and transplant centers continues to rise, radiologists will more frequently participate in the care of patients undergoing lung transplant, both before and after transplant. Potential donors and recipients undergo chest radiography and CT as part of their pretransplant assessment to evaluate for contraindications to transplant and to aid in surgical planning. After transplant, recipients undergo imaging during the postoperative hospitalization and also in the long-term outpatient setting. Radiologists encounter a wide variety of conditions leading to end-stage lung disease and a myriad of posttransplant complications, some of which are unique to lung transplantation. Familiarity with these pathologic conditions, including their imaging findings and their temporal relationship to the transplant, is crucial to accurate radiologic interpretation. Knowledge of the surgical techniques and expected postoperative appearance prevents confusing normal posttransplant imaging findings with complications. A basic understanding of the indications, contraindications, and surgical considerations of lung transplant aids in imaging interpretation and protocoling and also facilitates communication between radiologists and transplant physicians. Despite medical and surgical advances over the past several decades, lung transplant recipients currently have an average posttransplant life expectancy of only 6.7 years. As members of the transplant team, radiologists can help maximize patient survival and hopefully increase posttransplant life expectancy and quality of life in the coming decades. ©RSNA, 2021 An invited commentary by Bierhals is available online. Online supplemental material is available for this article.
PMID: 34197245
ISSN: 1527-1323
CID: 4926882

Shades of Gray: Subsolid Nodule Considerations and Management

Azour, Lea; Ko, Jane P; Naidich, David P; Moore, William H
Subsolid nodules are common on chest CT and may be either benign or malignant. Their varied features, and broad differential diagnoses present management challenges. While subsolid nodules often represent lung adenocarcinomas, other possibilities are common, and influence management. Practice guidelines exist for subsolid nodule management for both incidentally and screening-detected nodules, incorporating patient and nodule characteristics. This review will highlight similarities and differences amongst these algorithms, with the intent of providing a resource for comparison, and aid in choosing management options.
PMCID:7534873
PMID: 33031828
ISSN: 1931-3543
CID: 4627172