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The aim of the study was to evaluate pulmonary nodules (PNs) by incorporating time sensitivity (S) factor in the retention index (RI) and compare with the traditional fixed interval method. After obtaining approval from the Human Investigations Committee, 97 PNs from 81 patients (age=70±11) referred for dual-time fluorine-18 fluorodeoxyglucose PET (16.1±1.9 mCi) with definite pathological diagnosis or 1-year computed tomography follow-up were retrospectively studied. S=d{ln[SUV]]/d{ln[T]} was obtained by logarithmic regression using scan times, T (0, 1, 2), and standard uptake value (SUV) (0, 1, 2). This time-corrected RI, RIs=[(T2/T1)-1]×100%, was compared with traditional fixed time interval RI, RIx=[(SUV2/SUV1)-1]×100%, by means of receiver operating characteristic curve analysis. The mean±SD of T1 and T2 (72.3±14.0 and 134.9±17.6 min, respectively) skewed markedly from the intended time of PET scans (skewness=2.076 and 1.356, respectively). There were 27 benign tumors, 37 cases of non-small-cell lung cancer, 15 other types of cancer, and 18 stable lesions by 1-year computed tomography follow-up. There were significant differences between the nonmalignant group (NM, n=45) and the cancer group (CA, n=52) in time sensitivity (0.186±0.161 vs. 0.483±0.180, P<0.0005) and RIs (12.7±12.5 vs. 37.4±17.5%, P<0.0005). The RIx showed wider variation than RIs, although the difference between NM and CA was also significant (18.0±28.8 vs. 37.8±32.0%, P=0.002). The RIs and RIx were only weakly correlated (r=0.257, P=0.011). Receiver operating characteristic curve analysis performed for the CA or NM groups revealed a significant improvement in the diagnostic accuracy for malignancy by RIs (area under the curve=0.880±0.035, P<0.0005) compared with RIx (area under the curve=0.694±0.054, P=0.001). Incorporating the time sensitivity factor improves the diagnostic performance of RI for malignant PNs by using additional biologic information from the variation in fluorine-18 fluorodeoxyglucose uptake times and rates.
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http://dx.doi.org/10.1097/MNM.0000000000000190 | DOI Listing |
Radiol Case Rep
February 2025
Department of Radiology, National Institute of Oncology, CHU Ibn Sina, Faculty of Medicine and Pharmacy of Rabat, Rabat, Morocco.
Pleomorphic adenoma (PA) is the most common benign histological form of salivary gland tumors, particularly in the parotid gland, primarily affecting women between the ages of 40 and 60. However, its occurrence in the trachea is very rare. This article reports the case of a 48-year-old woman presenting with progressive dyspnea and weight loss, initially suspected of having a pulmonary embolism.
View Article and Find Full Text PDFCase Rep Med
December 2024
BMT/Hematology, Mayo Clinic, Rochester, Minnesota, USA.
The risk of cytokine release syndrome (CRS) in patients with infections prior to chimeric antigen receptor T-cell (CAR T-cell) therapy represents an important and underreported event. Patients with active infections needing prompt CAR T-cell therapy to treat aggressive hematologic malignancies remain a clinical challenge. This case describes the clinical course of a 35-year-old male patient with relapsed/refractory T-cell/histiocyte-rich large B-cell lymphoma who received axicabtagene ciloleucel.
View Article and Find Full Text PDFBMC Med Inform Decis Mak
December 2024
School of Mechanical, Medical, and Process Engineering, Queensland University of Technology, Brisbane, QLD, 4000, Australia.
Background: The detection and classification of lung nodules are crucial in medical imaging, as they significantly impact patient outcomes related to lung cancer diagnosis and treatment. However, existing models often suffer from mode collapse and poor generalizability, as they fail to capture the complete diversity of the data distribution. This study addresses these challenges by proposing a novel generative adversarial network (GAN) architecture tailored for semi-supervised lung nodule classification.
View Article and Find Full Text PDFBMC Med Imaging
December 2024
Department of Radiology, Beijing Shijitan Hospital, Capital Medical University, Yangfangdian Tieyiyuan Road No.10, Haidian District, Beijing, 100038, China.
Objectives: To investigate the diagnostic value of CT lymphangiography (CTL) and non-contrast MR lymphangiography (MRL) in lymphatic plastic bronchitis.
Materials And Methods: The clinical and imaging data of 31 patients with lymphatic plastic bronchitis diagnosed by clinical, imaging and pathological results were retrospectively analyzed. All patients underwent CTL and MRL.
J Vis Exp
December 2024
TCM Regulating Metabolic Diseases Key Laboratory of Sichuan Province, Affiliated Hospital of Chengdu University of Traditional Chinese Medicine;
Micro-computed tomography (micro-CT) is a real-time, intuitive, sensitive, and minimally invasive technique for monitoring changes from pulmonary nodules (PN) to lung cancer (LC). The integration of submandibular vein blood sampling enables rapid, stable, and straightforward detection of imaging and key target alterations during the progression of PN to LC. In this study, we administered a dosage of 100 mg/kg of 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone in A/J mice to develop a lung adenocarcinoma model.
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