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Morimoto D, Takashima S, Sakashita N, Sato Y, Jiang B, Hakucho T, Miyake C, Takahashi Y, Tomita Y, Nakanishi K, Hosoki T, Higashiyama M. Differentiation of lung neoplasms with lepidic growth and good prognosis from those with poor prognosis using computer-aided 3D volumetric CT analysis and FDG-PET. Acta Radiol 2014; 55:563-9. [PMID: 24003260 DOI: 10.1177/0284185113502336] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
BACKGROUND Many studies have reported that transverse computed tomography (CT) imaging findings correlate with prognosis of patients with small peripheral lung neoplasm with lepidic growth. However, no studies have examined this correlation with the aid of three-dimensional (3D) CT data. PURPOSE To determine the most efficacious imaging factor for differentiation of lepidic growth type lung neoplasms with good prognosis from those with poor prognosis. MATERIAL AND METHODS We evaluated CT findings, nodule patterns, SUVmax on FDG-PET/CT, as well as nodule volume and ratios of solid parts to nodule volume that were semi-automatically measured on CT images of 64 pulmonary nodules of ≤ 2 cm in 60 consecutive patients (24 men and 36 women; mean age, 65 years). For logistic modeling, we used all of the significant factors observed between the neoplasms with good and with poor prognosis as independent variables to estimate the statistically significant factors for discriminating invasive adenocarcinomas with lepidic growth (lesions with poor prognosis, n=42) from the other neoplasms, including preinvasive lesions (lesions with good prognosis, n=22), resulting in a recommendation for the optimal criterion for predicting lesions with poor prognosis. RESULTS The logistic regression model identified the ratio of the solid part to the whole volume of a pulmonary nodule as the only significant factor (P=0.04) for differentiating lepidic growth type lung neoplasms with good prognosis from those with poor prognosis. A ratio of 0.238 or more showed the highest discriminatory accuracy of 84% with 91% sensitivity and 76% specificity. CONCLUSION Computer-aided analyses of pulmonary nodules proved most useful for establishing the optimal criterion for differentiation of lepidic growth type lung neoplasms with good prognosis from those with poor prognosis.
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Affiliation(s)
- Daisuke Morimoto
- Osaka University Graduate School of Medicine, Division of Allied Health Sciences, Department of Diagnostic Radiological Imaging, Osaka, Japan
| | - Shodayu Takashima
- Osaka University Graduate School of Medicine, Division of Allied Health Sciences, Department of Diagnostic Radiological Imaging, Osaka, Japan
| | - Naohiro Sakashita
- Osaka Medical Center for Cancer and Cardiovascular Diseases, Osaka, Japan
| | - Yoshinobu Sato
- Osaka University Graduate School of Medicine, Department of Radiology, Osaka, Japan
| | - Binghu Jiang
- Osaka University Graduate School of Medicine, Division of Allied Health Sciences, Department of Diagnostic Radiological Imaging, Osaka, Japan
| | - Tomoaki Hakucho
- Osaka University Graduate School of Medicine, Division of Allied Health Sciences, Department of Diagnostic Radiological Imaging, Osaka, Japan
| | - Chie Miyake
- Osaka University Graduate School of Medicine, Division of Allied Health Sciences, Department of Diagnostic Radiological Imaging, Osaka, Japan
| | - Yoshiyuki Takahashi
- Osaka University Graduate School of Medicine, Division of Allied Health Sciences, Department of Diagnostic Radiological Imaging, Osaka, Japan
| | - Yasuhiko Tomita
- Osaka Medical Center for Cancer and Cardiovascular Diseases, Osaka, Japan
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Pasciak AS, Bourgeois AC, Bradley YC. A Comparison of Techniques for (90)Y PET/CT Image-Based Dosimetry Following Radioembolization with Resin Microspheres. Front Oncol 2014; 4:121. [PMID: 24904832 PMCID: PMC4033229 DOI: 10.3389/fonc.2014.00121] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2014] [Accepted: 05/09/2014] [Indexed: 11/13/2022] Open
Abstract
90Y PET/CT following radioembolization has recently been established as a viable diagnostic tool, capable of producing images that are both quantitative and have superior image quality than alternative 90Y imaging modalities. Because radioembolization is assumed to be a permanent implant, it is possible to convert quantitative 90Y PET image sets into data representative of spatial committed absorbed-dose. Multiple authors have performed this transformation using dose-point kernel (DPK) convolution to account for the transport of the high-energy 90Y β-particles. This article explores a technique called the Local Deposition Method (LDM), an alternative to DPK convolution for 90Y image-based dosimetry. The LDM assumes that the kinetic energy from each 90Y β-particle is deposited locally, within the voxel where the decay occurred. Using the combined analysis of phantoms scanned using 90Y PET/CT and ideal mathematical phantoms, an accuracy comparison of DPK convolution and the LDM has been performed. Based on the presented analysis, DPK convolution provides no detectible accuracy benefit over the LDM for 90Y PET-based dosimetry. For PET systems with 90Y resolution poorer than 3.25 mm at full-width and half-max using a small voxel size, the LDM may produce a dosimetric solution that is more accurate than DPK convolution under ideal conditions; however, image noise can obscure some of the perceived benefit. As voxel size increases and resolution decreases, differences between the LDM and DPK convolution are reduced. The LDM method of post-radioembolization dosimetry has the advantage of not requiring additional post-processing. The provided conversion factors can be used to determine committed absorbed-dose using conventional PET image analysis tools. The LDM is a recommended option for routine post-radioembolization 90Y dosimetry based on PET/CT imaging.
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Affiliation(s)
- Alexander S Pasciak
- Department of Radiology, The University of Tennessee Medical Center , Knoxville, TN , USA ; Department of Radiology, The University of Tennessee Graduate School of Medicine , Knoxville, TN , USA
| | - Austin C Bourgeois
- Department of Radiology, The University of Tennessee Graduate School of Medicine , Knoxville, TN , USA
| | - Yong C Bradley
- Department of Radiology, The University of Tennessee Graduate School of Medicine , Knoxville, TN , USA
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Pasciak AS, Bourgeois AC, McKinney JM, Chang TT, Osborne DR, Acuff SN, Bradley YC. Radioembolization and the Dynamic Role of (90)Y PET/CT. Front Oncol 2014; 4:38. [PMID: 24579065 PMCID: PMC3936249 DOI: 10.3389/fonc.2014.00038] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2014] [Accepted: 02/12/2014] [Indexed: 11/13/2022] Open
Abstract
Before the advent of tomographic imaging, it was postulated that decay of (90) Y to the 0(+) excited state of (90)Zr may result in emission of a positron-electron pair. While the branching ratio for pair-production is small (~32 × 10(-6)), PET has been successfully used to image (90) Y in numerous recent patients and phantom studies. (90) Y PET imaging has been performed on a variety of PET/CT systems, with and without time-of-flight (TOF) and/or resolution recovery capabilities as well as on both bismuth-germanate and lutetium yttrium orthosilicate (LYSO)-based scanners. On all systems, resolution and contrast superior to bremsstrahlung SPECT has been reported. The intrinsic radioactivity present in LYSO-based PET scanners is a potential limitation associated with accurate quantification of (90) Y. However, intrinsic radioactivity has been shown to have a negligible effect at the high activity concentrations common in (90) Y radioembolization. Accurate quantification is possible on a variety of PET scanner models, with or without TOF, although TOF improves accuracy at lower activity concentrations. Quantitative (90) Y PET images can be transformed into 3-dimensional (3D) maps of absorbed dose based on the premise that the (90) Y activity distribution does not change after infusion. This transformation has been accomplished in several ways, although the most common is with the use of 3D dose-point-kernel convolution. From a clinical standpoint, (90) Y PET provides a superior post-infusion evaluation of treatment technical success owing to its improved resolution. Absorbed dose maps generated from quantitative PET data can be used to predict treatment efficacy and manage patient follow-up. For patients who receive multiple treatments, this information can also be used to provide patient-specific treatment-planning for successive therapies, potentially improving response. The broad utilization of (90) Y PET has the potential to provide a wealth of dose-response information, which may lead to development of improved radioembolization treatment-planning models in the future.
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Affiliation(s)
- Alexander S Pasciak
- The University of Tennessee Medical Center , Knoxville, TN , USA ; The University of Tennessee Graduate School of Medicine , Knoxville, TN , USA
| | - Austin C Bourgeois
- The University of Tennessee Graduate School of Medicine , Knoxville, TN , USA
| | | | - Ted T Chang
- The University of Tennessee Graduate School of Medicine , Knoxville, TN , USA ; University of Virginia Medical Center , Charlotte, VA , USA
| | - Dustin R Osborne
- The University of Tennessee Graduate School of Medicine , Knoxville, TN , USA
| | - Shelley N Acuff
- The University of Tennessee Graduate School of Medicine , Knoxville, TN , USA
| | - Yong C Bradley
- The University of Tennessee Graduate School of Medicine , Knoxville, TN , USA
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Tahari AK, Lodge MA, Wahl RL. Respiratory-gated PET/CT versus delayed images for the quantitative evaluation of lower pulmonary and hepatic lesions. J Med Imaging Radiat Oncol 2014; 58:277-82. [PMID: 24438486 DOI: 10.1111/1754-9485.12154] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Accepted: 12/12/2013] [Indexed: 12/01/2022]
Abstract
PURPOSE Respiratory motion degrades fluorodeoxyglucose positron emission tomography (FDG PET) images of the lower chest and upper abdomen, as the blur introduced by breathing motion increases the apparent size of the moving tumour lesions and decreases their apparent uptake, reducing the sensitivity of PET in detection of small lesions. We assessed the role of delayed and respiratory-gated PET acquisition in the quantitative evaluation of lung and liver lesions. METHODS A retrospective analysis of 64 lesions was performed. After initial non-gated whole-body PET/CT, respiratory gating was performed with 15 min in list mode. Non-gated delayed images were obtained by summing all list mode data. SUV(max) adjusted for lean body mass (SUL(max)) was measured in the initial whole-body scan, the delayed non-gated scans and the individual gated bins for each lesion. The axial z-position of SUL(max) for each lesion in five respiratory-gated bins was determined. The mean SUL of the non-pathological liver parenchyma was also recorded for each patient. RESULTS Tumour lesion SUL(max) increased by an average of 34% in the delayed non-gated scan as compared with the whole-body initial scan and further by an additional 17.2% in respiratory-gated images. The maximum lesion displacement was 6.2 ± 5.0 mm. CONCLUSION Delayed imaging alone substantially increases the magnitude of the SUL of liver and lung lesions as compared with standard whole-body images and may allow for a more accurate definition of the lesion's volume and localisation and improve tracer quantitation in malignant lesions in the lungs or upper abdomen. While respiratory gating provides more optimal imaging with greatest increase in SUL(max), the benefit is small, and delayed imaging appears sufficient in most cases.
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Affiliation(s)
- Abdel K Tahari
- Nuclear Medicine Division, Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
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Respiratory-gated 18F-FDG PET/CT for the diagnosis of liver metastasis. Eur J Radiol 2013; 82:1696-701. [DOI: 10.1016/j.ejrad.2013.05.019] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2013] [Revised: 05/01/2013] [Accepted: 05/06/2013] [Indexed: 01/18/2023]
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MacManus MP. Use of PET/CT for patient selection and radiation therapy target volume definition in patients with non-small-cell lung cancer. Lung Cancer Manag 2013. [DOI: 10.2217/lmt.13.46] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
SUMMARY PET scanning is having an increasing impact on the treatment of non-small-cell lung cancer with radiation therapy (RT) and chemoRT. It has a powerful impact on staging, often revealing evidence of more advanced, frequently incurable, disease in patients who would otherwise be considered suitable for treatment with potentially curative definitive RT. Approximately a third of curative RT candidates are found to be unsuitable for this often highly toxic form of treatment after PET, thereby ensuring that this intensive treatment is only given to those patients who might benefit from it. If a patient remains suitable for treatment with RT after PET staging, PET can play a further critical role in the targeting of the RT. Without the use of PET in this way, a quarter of patients or more would experience geographic misses, in which some tumor regions would be either underdosed or excluded entirely from treatment, thereby compromising the chances of a successful outcome. There is emerging evidence that the overall results of treatment with RT can be improved by the appropriate use of PET in non-small-cell lung cancer.
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Affiliation(s)
- Michael P MacManus
- Department of Radiation Oncology, Peter MacCallum Cancer Centre, St Andrew‘s Place, East Melbourne, Victoria 3002, Australia
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FDG PET/CT in the Management of Primary Pleural Tumors and Pleural Metastases. AJR Am J Roentgenol 2013; 201:W215-26. [DOI: 10.2214/ajr.13.10572] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Baisi A, De Simone M, Cioffi U. Clinical implications related to preoperative detection of stage IA lung adenocarcinoma. J Thorac Cardiovasc Surg 2013; 145:1148. [PMID: 23497951 DOI: 10.1016/j.jtcvs.2012.12.082] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2012] [Accepted: 12/11/2012] [Indexed: 11/30/2022]
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Okada M, Tsutani Y, Miyata Y. Reply to the editor. J Thorac Cardiovasc Surg 2013; 145:1148-1149. [PMID: 23497950 DOI: 10.1016/j.jtcvs.2012.12.080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2012] [Accepted: 12/20/2012] [Indexed: 11/27/2022]
Affiliation(s)
- Morihito Okada
- Department of Surgical Oncology, Hiroshima University, Hiroshima, Japan
| | - Yasuhiro Tsutani
- Department of Surgical Oncology, Hiroshima University, Hiroshima, Japan
| | - Yoshihiro Miyata
- Department of Surgical Oncology, Hiroshima University, Hiroshima, Japan
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Takahashi Y, Takashima S, Watanabe S, Tomita Y, Hakucho T, Miyake C, Morimoto D, Hosoki T, Nakanishi K, Higashiyama M. F18-FDG PET-CT analyses of small peripheral adenocarcinoma of the lung. Acta Radiol 2013; 54:164-8. [PMID: 23138022 DOI: 10.1258/ar.2012.120138] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
BACKGROUND Radiological discrimination of histologic subtypes of small peripheral adenocarcinoma of the lung is clinically important. Although there are many articles in which CT findings were used for this purpose, there are only a few reports on the capability of FDG PET-CT findings for histologic classification of this tumor. PURPOSE To investigate the correlation between visual assessment or maximum standard uptake values (SUVmax) on F18-FDG PET-CT and histology grading of small peripheral adenocarcinoma of the lung. MATERIAL AND METHODS Proportions of positive PET-CT diagnoses and SUVmax were retrospectively reviewed on 96 solitary pulmonary nodules of ≤2 cm in 90 consecutive patients. Tumors were classified into four groups according to Noguchi's classification (group 1 [n = 10], atypical adenomatous hyperplasia and type A tumors; group 2 [n = 12], type B tumors; group 3 [n = 42], type C tumors; group 4 [n = 32], types D, E, and F tumors). Proportions of positive PET-CT diagnoses and mean SUVmax of lesions among four groups were compared using trend tests to examine if there is a significant linear correlation with the progression of the histology grading of tumors. Then, an optimal threshold of SUVmax was proposed to best discriminate tumors of poor (groups 3 and 4) from good (groups 1 and 2) prognosis. RESULTS There was a significant linear trend for both visual assessment (P < 0.01) and SUVmax (P < 0.01). A SUVmax of 0.42 showed the highest accuracy of 84% with 95% sensitivity and 50% specificity for predicting tumors of poor prognosis. A SUVmax of 2.05 showed 100% specificity with 49% sensitivity, and 60% accuracy. Positive visual diagnoses showed accuracy of 83% with 90% sensitivity and 59% specificity. CONCLUSION Visual assessment and SUVmax on PET-CT correlated well with the histology grading of small peripheral adenocarcinoma of the lung.
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Affiliation(s)
- Yoshiyuki Takahashi
- Osaka University Graduate School of Medicine, Division of Allied Health Sciences, Department of Diagnostic Radiological Imaging, Osaka
| | - Shodayu Takashima
- Osaka University Graduate School of Medicine, Division of Allied Health Sciences, Department of Diagnostic Radiological Imaging, Osaka
| | - Shinichiro Watanabe
- Osaka University Graduate School of Medicine, Department of Nuclear Medicine and Tracer Kinetics, Osaka
| | - Yasuhiko Tomita
- Osaka Medical Center for Cancer and Cardiovascular Diseases, Osaka
| | - Tomoaki Hakucho
- Osaka University Graduate School of Medicine, Division of Allied Health Sciences, Department of Diagnostic Radiological Imaging, Osaka
| | - Chie Miyake
- Osaka University Graduate School of Medicine, Division of Allied Health Sciences, Department of Diagnostic Radiological Imaging, Osaka
| | - Daisuke Morimoto
- Osaka University Graduate School of Medicine, Division of Allied Health Sciences, Department of Diagnostic Radiological Imaging, Osaka
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Evangelista L, Panunzio A, Cervino AR, Vinante L, Al-Nahhas A, Rubello D, Muzzio PC, Polverosi R. Indeterminate pulmonary nodules on CT images in breast cancer patient: the additional value of 18F-FDG PET/CT. J Med Imaging Radiat Oncol 2012; 56:417-24. [PMID: 22883649 DOI: 10.1111/j.1754-9485.2012.02408.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
AIM To assess the potential role of 18F-Fluorodeoxiglucose (FDG) Positron Emission Tomography (PET)/Computed Tomography (CT) in characterizing indeterminate lung nodules detected at CT scan in patients previously treated for a breast cancer (BC). MATERIALS AND METHODS Twenty-nine consecutive BC patients (28 females, mean age 65 ± 12 years) with evidence of indeterminate lung nodules at contrast-enhanced CT (CECT) scan (lesions with axial diameter ≥8 mm) were retrospectively analysed: all patients underwent 18F-FDG PET/CT within a mean 2 ± 1 months from CECT imaging. PET/CT was considered positive in the presence of abnormal FDG uptake in the pulmonary nodules and/or in other organs. The nature of lung nodules was defined at histopathology and/or imaging follow-up. RESULTS Fourteen (48%) patients showed negative and 15 (52%) positive PET/CT scan in the lungs: of these 15 patients, 7 (47%) had pathologic FDG-uptake in lungs only, whereas 8 (53%) showed abnormal FDG-uptake also in sites different from lungs. At histology and/or imaging follow-up, five (17%) patients were considered positive for BC lung metastases while in seven (24%) a second cancer was diagnosed. In this subset of patients, the sensitivity and specificity for FDG PET/CT in revealing lung lesions were 17% and 100%, respectively, for nodules <8 mm in diameter, and 77% and 85%, respectively, for nodules with diameter ≥8 mm. The therapeutic planning was changed to surgery in seven patients, chemotherapy in one patient and continued hormonal therapy in five. The inclusion of PET/CT in the diagnostic algorithm of the evaluated patients helped avoid unnecessary over-treatment in 12 of 29 patients. CONCLUSION FDG PET/CT appears useful in characterizing indeterminate lung nodules found at CECT scan in BC patients, with a sensitivity that is proportional to nodule size. In addition, PET/CT helped in avoiding over-treatment in a significant proportion of patients.
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Affiliation(s)
- Laura Evangelista
- Department of Nuclear Medicine, Santa Maria della Misericordia Hospital, Rovigo, Italy
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Guerra L, De Ponti E, Elisei F, Bettinardi V, Landoni C, Picchio M, Gilardi MC, Versari A, Fioroni F, Dziuk M, Koza M, Ahond-Vionnet R, Collin B, Messa C. Respiratory gated PET/CT in a European multicentre retrospective study: added diagnostic value in detection and characterization of lung lesions. Eur J Nucl Med Mol Imaging 2012; 39:1381-90. [PMID: 22588628 DOI: 10.1007/s00259-012-2148-2] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2012] [Accepted: 04/24/2012] [Indexed: 02/05/2023]
Abstract
PURPOSE The aim of our work is to evaluate the added diagnostic value of respiratory gated (4-D) positron emission tomography/computed tomography (PET/CT) in lung lesion detection/characterization in a large patient population of a multicentre retrospective study. METHODS The data of 155 patients (89 men, 66 women, mean age 63.9 ± 11.1 years) from 5 European centres and submitted to standard (3-D) and 4-D PET/CT were retrospectively analysed. Overall, 206 lung lesions were considered for the analysis (mean ± SD lesions dimension 14.7 ± 11.8 mm). Maximum standardized uptake values (SUV(max)) and lesion detectability were assessed for both 3-D and 4-D PET/CT studies; 3-D and 4-D PET/CT findings were compared to clinical follow-up as standard reference. RESULTS Mean ± SD 3-D and 4-D SUV(max) values were 5.2 ± 5.1 and 6.8 ± 6.1 (p < 0.0001), respectively, with an average percentage increase of 30.8 %. In 3-D PET/CT, 86 of 206 (41.7 %) lesions were considered positive, 70 of 206 (34 %) negative and 50 of 206 (24.3 %) equivocal, while in 4-D PET/CT 117 of 206 (56.8 %) lesions were defined as positive, 80 of 206 (38.8 %) negative and 9 of 206 (4.4 %) equivocal. In 34 of 50 (68 %) 3-D equivocal lesions follow-up data were available and the presence of malignancy was confirmed in 21 of 34 (61.8 %) lesions, while in 13 of 34 (38.2 %) was excluded. In 31 of these 34 controlled lesions, 20 of 34 (58.8 %) and 11 of 34 (32.4 %) were correctly classified by 4-D PET/CT as positive and negative, respectively; 3 of 34 (8.8 %) remained equivocal. With equivocal lesions classified as positive, the overall accuracy of 3-D and 4-D was 85.7 and 92.8 %, respectively, while the same figures were 80.5 and 94.2 % when equivocal lesions were classified as negative. CONCLUSION The respiratory gated PET/CT technique is a valuable clinical tool in diagnosing lung lesions, improving quantification and confidence in reporting, reducing 3-D undetermined findings and increasing the overall accuracy in lung lesion detection and characterization.
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Affiliation(s)
- Luca Guerra
- Nuclear Medicine, San Gerardo Hospital, Via Pergolesi 33, 20900 Monza, Italy.
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McCurdy MR, Castillo R, Martinez J, Al Hallack MN, Lichter J, Zouain N, Guerrero T. [18F]-FDG uptake dose-response correlates with radiation pneumonitis in lung cancer patients. Radiother Oncol 2012; 104:52-7. [PMID: 22578806 DOI: 10.1016/j.radonc.2012.04.003] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2011] [Revised: 03/23/2012] [Accepted: 04/03/2012] [Indexed: 11/16/2022]
Abstract
PURPOSE To quantify the post-radiotherapy 2-[(18)F]-fluoro-2-deoxyglucose (FDG) pulmonary uptake dose-response in lung cancer patients and determine its relationship with radiation pneumonitis symptoms. METHODS AND MATERIALS The data from 24 patients treated for lung cancer with thoracic radiotherapy who received restaging PET/CT imaging between 4 and 12 weeks after radiotherapy completion were evaluated. Their radiation dose distribution was registered with the post-treatment restaging PET/CT. Using histogram analysis, the voxel average FDG-PET uptake vs. radiation dose was obtained for each case and linear regression was performed. The resulting slope, the pulmonary metabolic radiation response (PMRR), was used to characterize the dose-response. The Common Toxicity Criteria version 3 was used to score clinical pulmonary toxicity symptoms. Receiver operating characteristic (ROC) curves were used to determine the level of FDG uptake vs. dose, MLD, V(5), V(10), V(20), and V(30) that can best predict symptomatic and asymptomatic patients. RESULTS The median time between radiotherapy completion and FDG-PET imaging was 59 days (range, 26-70 days). The median of the mean SUV from lung that received 0-5 Gy was 1.00 (range, 0.37-1.48), 5-10 Gy was 1.01 (range, 0.37-1.77), 10-20 Gy was 1.04 (0.42-1.53), and >20 Gy was 1.29 (range, 0.41-8.01). Using the dose range of 0 Gy to the maximum dose minus 10 Gy, hierarchical linear regression model of the radiation dose and normalized FDG uptake per case found an adequate fit with the linear model. Pneumonitis scores were: Grade 0 for 13, Grade 1 for 5, Grade 2 for 6, and Grade 3, 4 or 5 for none. Using a PMRR threshold of 0.017 yields an associated true positive rate of 0.67 and false positive rate of 0.15 with average error of 30%. A V(5) threshold of 57.6 gives an associated true positive rate of 0.67 and false positive rate of 0.05 with a 20% average error. CONCLUSION The metabolic radiation pneumonitis dose-response was evaluated from post-treatment FDG-PET/CT imaging. Statistical modeling found a linear relationship. The FDG uptake dose-response and V(5) correlated with symptomatic radiation pneumonitis.
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Affiliation(s)
- Matthew R McCurdy
- Division of Medicine, University of North Dakota School of Medicine, Grand Forks, USA
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Callahan J, Kron T, Schneider-Kolsky M, Hicks RJ. The clinical significance and management of lesion motion due to respiration during PET/CT scanning. Cancer Imaging 2011; 11:224-36. [PMID: 22201582 PMCID: PMC3266588 DOI: 10.1102/1470-7330.2011.0031] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Lesion movement during positron emission tomography (PET) scan acquisition due to normal respiration is a common source of artefact. A PET scan is acquired in multiple couch positions of between 2 and 5 min duration with the patient breathing freely. A PET-avid lesion will become blurred if affected by respiratory motion, an effect similar to that created when a person moves in a photograph. This motion also frequently causes misregistration between the PET and computed tomography (CT) scan acquired for attenuation correction and anatomical correlation on hybrid scanners. The compounding effects of blurring and misregistration in whole-body PET/CT imaging make accurate characterization of PET-avid disease in areas of high respiratory motion challenging. There is also increasing interest in using PET quantitatively to assess disease response in both clinical reporting and trials. However, at this stage, no response criteria take the effect of respiratory motion into account when calculating the standardized uptake value on a PET scan. A number of different approaches have been described in the literature to address the issue of respiratory motion in PET/CT scanning. This review details the clinical significance of lesion movement due to respiration and discusses various imaging techniques that have been investigated to manage the effects of respiratory motion in PET/CT scanning.
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Affiliation(s)
- Jason Callahan
- Peter MacCallum Cancer Centre, Centre for Molecular Imaging, St Andrews Place, East Melbourne, Victoria, Australia.
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Allen TL, Kendi ATK, Mitiek MO, Maddaus MA. Combined contrast-enhanced computed tomography and 18-fluoro-2-deoxy-D-glucose-positron emission tomography in the diagnosis and staging of non-small cell lung cancer. Semin Thorac Cardiovasc Surg 2011; 23:43-50. [PMID: 21807298 DOI: 10.1053/j.semtcvs.2011.05.003] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/24/2011] [Indexed: 11/11/2022]
Abstract
We present the current optimal uses and limitations of positron emission tomography/computed tomography (PET/CT) as it relates to the diagnosis and staging of non-small cell lung cancer (NSCLC). PET/CT demonstrates increased accuracy in the workup of solitary pulmonary nodules for malignancy compared with CT alone, and we discuss its benefits and limitations. We review pitfalls in measured standardized uptake values of lung lesions caused by respiratory artifacts, the lower sensitivity for detection of small lung nodules on non-breath-hold CT, and the benefits of obtaining an additional diagnostic CT for the maximum sensitivity of lung nodule detection. There are limitations of quantitatively comparing separate PET/CT examinations from different facilities with standardized uptake values. As for staging, we describe how PET/CT supplements clinical tumor-nodes-metastases (ie, TNM) staging, as well as mediastinoscopy, endobronchial ultrasound, and endoscopic ultrasound, which are the gold standard pathologic staging methods. We touch on the 7th edition TNM staging system based on the work by the International Association for the Study of Lung Cancer, an anatomically based staging method.
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Affiliation(s)
- Tadashi L Allen
- Department of Radiology, University of Minnesota Medical School, Minneapolis, Minnesota 55455, USA.
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Knudtsen IS, Rødal J, Brustugun OT, Helland Å, Skretting A, Malinen E. Dynamic respiratory gated (18)FDG-PET of lung tumors - a feasibility study. Acta Oncol 2011; 50:889-96. [PMID: 21767189 DOI: 10.3109/0284186x.2011.583266] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
BACKGROUND (18)FDG-PET/CT imaging is well established for diagnosis and staging of lung tumors. However, more detailed information regarding the distribution of FDG within the tumor, also as a function of time after injection may be relevant. In this study we explore the feasibility of a combined dynamic and respiratory gated (DR) PET protocol. MATERIAL AND METHODS A DR FDG-PET protocol for a Siemens Biograph 16 PET/CT scanner was set up, allowing data acquisition from the time of FDG injection. Breath-hold (BH) respiratory gating was performed at four intervals over a total acquisition time of 50 minutes. Thus, the PET protocol provides both motion-free images and a spatiotemporal characterization of the glucose distribution in lung tumors. Software tools were developed in-house for tentative tumor segmentation and for extracting standard uptake values (SUVs) voxel by voxel, tumor volumes and SUV gradients in all directions. RESULTS Four pilot patients have been investigated with the DR PET protocol. The procedure was well tolerated by the patients. The BH images appeared sharper, and SUV(max)/SUV(mean) was higher, compared to free breathing (FB) images. Also, SUV gradients in the periphery of the tumor in the BH images were in general greater than or equal to the gradients in the FB PET images. CONCLUSION The DR FDG-PET protocol is feasible and the BH images have a superior quality compared to the FB images. The protocol may also provide information of relevance for radiotherapy planning and follow-up. A patient trial is needed for assessing the clinical value of the imaging protocol.
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Affiliation(s)
- Ingerid Skjei Knudtsen
- Section for Diagnostic Physics, The Intervention Centre, Oslo University Hospital, Oslo, Norway.
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O'Connor OJ, McDermott S, Slattery J, Sahani D, Blake MA. The Use of PET-CT in the Assessment of Patients with Colorectal Carcinoma. Int J Surg Oncol 2011; 2011:846512. [PMID: 22312527 PMCID: PMC3263658 DOI: 10.1155/2011/846512] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2010] [Revised: 03/13/2011] [Accepted: 04/30/2011] [Indexed: 12/18/2022] Open
Abstract
Colorectal cancer is the third most commonly diagnosed cancer, accounting for 53,219 deaths in 2007 and an estimated 146,970 new cases in the USA during 2009. The combination of FDG PET and CT has proven to be of great benefit for the assessment of colorectal cancer. This is most evident in the detection of occult metastases, particularly intra- or extrahepatic sites of disease, that would preclude a curative procedure or in the detection of local recurrence. FDG PET is generally not used for the diagnosis of colorectal cancer although there are circumstances where PET-CT may make the initial diagnosis, particularly with its more widespread use. In addition, precancerous adenomatous polyps can also be detected incidentally on whole-body images performed for other indications; sensitivity increases with increasing polyp size. False-negative FDG PET findings have been reported with mucinous adenocarcinoma, and false-positive findings have been reported due to inflammatory conditions such as diverticulitis, colitis, and postoperative scarring. Therefore, detailed evaluation of the CT component of a PET/CT exam, including assessment of the entire colon, is essential.
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Affiliation(s)
- Owen J. O'Connor
- Abdominal Imaging & Intervention Division, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Shanaugh McDermott
- Abdominal Imaging & Intervention Division, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - James Slattery
- Abdominal Imaging & Intervention Division, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Dushyant Sahani
- Abdominal Imaging & Intervention Division, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Michael A. Blake
- Abdominal Imaging & Intervention Division, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
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Daouk J, Leloire M, Fin L, Bailly P, Morvan J, El Esper I, Saidi L, Moullart V, François G, Jounieaux V, Meyer ME. Respiratory-gated 18F-FDG PET imaging in lung cancer: effects on sensitivity and specificity. Acta Radiol 2011; 52:651-7. [PMID: 21511870 DOI: 10.1258/ar.2011.110018] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
BACKGROUND Respiratory motion is known to deteriorate positron emission tomography (PET) images and may lead to potential diagnostic errors when a standardized uptake value (SUV) cut-off threshold is used to discriminate between benign and malignant lesions. PURPOSE To evaluate and compare ungated and respiratory-gated 18F-fluorodeoxyglucose PET/computed tomography (CT) methods for the characterization of pulmonary nodules. MATERIAL AND METHODS The list-mode acquisition during respiratory-gated PET was combined with a short breath-hold CT scan to form the CT-based images. We studied 48 lesions in 43 patients. PET images were analyzed in terms of the maximum SUV (SUV(max)) and the lesion location. RESULTS Using receiver-operating characteristic (ROC) curves, the optimal SUV cut-off thresholds for the ungated and CT-based methods were calculated to be 2.0 and 2.2, respectively. The corresponding sensitivity values were 83% and 92%, respectively, with a specificity of 67% for both methods. The two methods gave equivalent performance levels for the upper and middle lobes (sensitivity 93%, specificity 62%). They differed for the lower lobes, where the CT-based method outperformed the ungated method (sensitivity values of 90% and 70%, respectively, and a specificity of 73% with both methods) - especially for lesions smaller than 15 mm. CONCLUSION The CT-based method increased sensitivity and did not diminish specificity, compared with the ungated method. It was more efficient than the ungated method for imaging the lower lobes and smallest lesions, which are most affected by respiratory motion.
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Affiliation(s)
- Joël Daouk
- Nuclear Medicine Department Amiens University Hospital, Amiens
- Medical School, University of Picardy Jules Verne, Amiens
| | - Marie Leloire
- Medical School, University of Picardy Jules Verne, Amiens
| | - Loïc Fin
- Clinical Trial and Innovation Department, Amiens University Hospital, Amiens
| | - Pascal Bailly
- Nuclear Medicine Department Amiens University Hospital, Amiens
| | - Julie Morvan
- Nuclear Medicine Department Amiens University Hospital, Amiens
- Medical School, University of Picardy Jules Verne, Amiens
| | - Isabelle El Esper
- Nuclear Medicine Department Amiens University Hospital, Amiens
- Medical School, University of Picardy Jules Verne, Amiens
| | - Lazhar Saidi
- Nuclear Medicine Department Amiens University Hospital, Amiens
| | | | - Géraldine François
- Department of Respiratory Medicine, Amiens University Hospital, Amiens, France
| | - Vincent Jounieaux
- Medical School, University of Picardy Jules Verne, Amiens
- Department of Respiratory Medicine, Amiens University Hospital, Amiens, France
| | - Marc-Etienne Meyer
- Nuclear Medicine Department Amiens University Hospital, Amiens
- Medical School, University of Picardy Jules Verne, Amiens
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Blodgett T. Best practices: consensus on performing positron emission tomography-computed tomography for radiation therapy planning and for therapy response assessment. Semin Ultrasound CT MR 2011; 31:506-15. [PMID: 21147378 DOI: 10.1053/j.sult.2010.10.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
The incorporation of positron emission tomography-computed tomography (PET-CT) into oncological imaging has expanded rapidly since the hybrid scanners were introduced approximately 10 years ago. PET-CT is becoming the standard of practice for the imaging diagnosis and staging of most cancers. Since its introduction, hardware-registered PET and CT images produced by a PET-CT scan were recognized as valuable not only for detection, staging and restaging applications but also for optimizing radiation treatment planning. Even before the introduction of PET-CT, the value of metabolic imaging with the use of FDG PET was recognized as a potentially powerful means of assessing response to various therapies, particularly chemotherapy regimens. To better understand the optimal use of PET-CT in radiation therapy planning and the role of PET-CT in assessing response to therapy, we invited experts from various disciplines to participate in focus group meetings that took place in 2009 and 2010. The Symposia focused on the use of PET-CT imaging in radiation therapy planning (2009) and the use of PET-CT in therapy response assessment (2010). This article will summarize areas of consensus reached by the group regarding many of the discussion topics. The consensus summaries covered in this article are meant to provide direction for future discussions on how to improve the application of this hybrid modality to optimize patient care.
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Kratochwil C, Haberkorn U, Giesel FL. [PET/CT for diagnostics and therapy stratification of lung cancer]. Radiologe 2011; 50:684-91. [PMID: 20652216 DOI: 10.1007/s00117-009-1960-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
With the introduction of positron emission tomography (PET) and more recently the hybrid systems PET/CT, the management of cancer patients in the treatment strategy has changed tremendously. The combination of PET with multidetector CT scanning enables the integration of metabolic and high resolution morphological image information. PET/CT is nowadays an established modality for tumor detection, characterization, staging and response monitoring. The increased installation of PET/CT systems worldwide and also the increased scientific publications underline the importance of this imaging modality. PET/CT is particular the imaging modality of choice in lung cancer staging and re-staging (T, N and M staging). The possible increased success of surgery in lung cancer patients and also the expected reduction in additional invasive diagnostics lead to benefits for both the individual patient and the healthcare system. In this review article PET and PET/CT is presented for diagnostic and therapeutic stratification in lung cancer. The fundamentals of glucose metabolism, staging, tumor recurrence and therapeutic monitoring are presented.
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Affiliation(s)
- C Kratochwil
- Abteilung für Nuklearmedizin, Universitätsklinikum Heidelberg, 69120, Heidelberg, Deutschland.
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Kawano T, Ohtake E, Inoue T. Deep-inspiration breath-hold PET/CT versus free breathing PET/CT and respiratory gating PET for reference: evaluation in 95 patients with lung cancer. Ann Nucl Med 2010; 25:109-16. [PMID: 21080119 DOI: 10.1007/s12149-010-0442-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2010] [Accepted: 09/22/2010] [Indexed: 10/18/2022]
Abstract
OBJECTIVE The objective of this study was to define the factors that correlate with differences in maximum standardized uptake value (SUV(max)) in deep-inspiration breath-hold (DIBH) and free breathing (FB) PET/CT admixed with respiratory gating (RG) PET for reference. METHODS Patients (n = 95) with pulmonary lesions were evaluated at one facility over 33 months. After undergoing whole-body PET/CT, a RG PET and FB PET/CT scans were obtained, followed by a DIBH PET/CT scan. All scans were recorded using a list-mode dynamic collection method with respiratory gating. The RG PET was reconstructed using phase gating without attenuation correction; the FB PET was reconstructed from the RG PET sinogram datasets with attenuation correction. Respiratory motion distance, breathing cycle speed, and waveform of RG PET were recorded. The SUV(max) of FB PET/CT and DIBH PET/CT were recorded: the percent difference in SUV(max) between the FB and DIBH scans was defined as the %BH-index. RESULTS The %BH-index was significantly higher for lesions in the lower lung area than in the upper lung area. Respiratory motion distance was significantly higher in the lower lung area than in the upper lung area. A significant relationship was observed between the %BH-index and respiratory motion distance. Waveforms without steady end-expiration tended to show a high %BH-index. Significant inverse relationships were observed between %BH-index and cycle speed, and between respiratory motion distance and cycle speed. CONCLUSION Decrease in SUV(max) of FB PET/CT was due to (1) tumor size, (2) distribution of lower lung, (3) long respiratory movement at slow breathing cycle speeds, and (4) respiratory waveforms without steady end-expiration.
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Affiliation(s)
- Tsuyoshi Kawano
- Division of Nuclear Medicine, Kanagawa Cancer Center, Nakao 1-1-2, Asahi-ku, Yokohama 241-0815, Japan.
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Lakkaraju A, Patel CN, Bradley KM, Scarsbrook AF. PET/CT in primary musculoskeletal tumours: a step forward. Eur Radiol 2010; 20:2959-72. [PMID: 20577880 DOI: 10.1007/s00330-010-1862-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2010] [Revised: 04/22/2010] [Accepted: 04/26/2010] [Indexed: 01/11/2023]
Abstract
Hybrid imaging with combined positron emission tomography/computed tomography (PET/CT) plays an important role in the staging and management of a wide variety of solid tumours. However, its use in the evaluation of musculoskeletal malignancy has not yet entered routine clinical practice. Cross-sectional imaging with magnetic resonance imaging (MR) and computed tomography have well-established roles but there is increasing evidence for the selective use of PET/CT in the management of these patients. The aims of this article are to review the current evidence and clinical applications of PET/CT in primary musculoskeletal tumours and discuss potential future developments using novel PET tracers and integrated PET/MR.
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Affiliation(s)
- A Lakkaraju
- Departments of Radiology and Nuclear Medicine, Leeds Teaching Hospitals NHS Trust, Leeds, UK
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