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Multidisciplinary Postoperative Validation of 18F-FDG PET/CT Scan in Nodal Staging of Resected Non-Small Cell Lung Cancer. J Clin Med 2022; 11:jcm11237215. [PMID: 36498790 PMCID: PMC9741057 DOI: 10.3390/jcm11237215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 11/23/2022] [Accepted: 12/01/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The aim of this study was to examine the validity of PET/CT scans in the preoperative identification of lymph node metastases (LNM) and compare them with postoperative outcomes. METHODS In this retrospective study, we included 87 patients with a solitary lung nodule or biopsy-proven non-small cell lung cancer treated in our institution from 2009 to 2015. Patients were divided into two groups and four subgroups, depending on pre- and postoperative findings. RESULTS According to our analysis, PET/CT scan has a sensitivity of 50%, a specificity of 88.89%, a positive predictive value of 63.16%, and a negative predictive value of 82.35%. Among the patients, 13.8% were downstaged in PET-CT, while 8% were upstaged. In 78.2% of cases, the PET/CT evaluation was consistent with the histology. Metastases without extracapsular invasion were seldom recognized on PET/CT. CONCLUSIONS This analysis showed the significance of extracapsular tumor invasion, which causes an inflammatory reaction, on LNM, which is probably responsible for preoperative false-positive findings. In conclusion, PET/CT scans are very effective in identifying patients without tumors. Furthermore, it is highly probable that patients with negative findings are free of disease.
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FDG-PET/CT tumor to liver SUV ratio (TLR), tumor SUVmax, and tumor size: can this help in differentiating squamous cell carcinoma from adenocarcinoma of the lung? THE EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE 2022. [DOI: 10.1186/s43055-022-00782-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
PET/CT plays an essential role in the diagnosis, staging, and follow-up of lung cancer. We aimed to assess the ability of PET/CT to differentiate between adenocarcinomas (AC) and squamous cell carcinomas (SCC) of the lung using tumor size, tumor maximum standardized uptake value (SUVmax), lymph nodes SUVmax, and tumor to liver SUV ratio (TLR).
Results
A total of 60 patients pathologically proved to have non-small cell lung cancer either AC or SCC were retrospectively evaluated. The mean tumor size, SUVmax of the tumor, and TLR were significantly higher in SCC lesions compared to AC lesions. The mean SCC tumoral size was 7.96 ± 2.18 cm compared to 5.66 ± 2.57 cm in AC lesions (P = 0.008). The mean tumor SUVmax in SCC lesions was 18.95 ± 8.3 compared to 12.4 ± 7.55 in AC lesions (P = 0.04). While the mean TLR of SCC lesions was 10.32 ± 4.03 compared to 7.36 ± 4.61 in AC lesions (P = 0.028). All three parameters showed the same sensitivity (75%), while TLR showed the highest specificity (77.78%) followed by tumor size (76.47%) and then SUVmax of the tumor (72.22%).
Conclusions
SCC of the lung has a higher mean tumor size, SUVmax of the tumor, and TLR as compared to AC which can be helpful tools in differentiation between them using PET/CT.
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Backhaus P, Burg MC, Roll W, Büther F, Breyholz HJ, Weigel S, Heindel W, Pixberg M, Barth P, Tio J, Schäfers M. Simultaneous FAPI PET/MRI Targeting the Fibroblast-Activation Protein for Breast Cancer. Radiology 2021; 302:39-47. [PMID: 34636633 DOI: 10.1148/radiol.2021204677] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Background Integrated PET/MRI is a promising modality for breast assessment. The most frequently used tracer, fluorine 18 (18F) fluorodeoxyglucose (FDG), is applied for whole-body staging in advanced breast cancer but has limited accuracy in evaluating primary breast lesions. The fibroblast-activation protein (FAP) is abundantly expressed in invasive breast cancer. FAP-directed PET tracers have recently become available, but results in primary breast tumors remain lacking. Purpose To evaluate the use of FAP inhibitor (FAPI) breast PET/MRI in assessing breast lesions and of FAPI whole-body scanning for lymph node (LN) and distant staging using the ligand gallium 68 (68Ga)-FAPI-46. Materials and Methods In women with histologically confirmed invasive breast cancer, all primary 68Ga-FAPI-46 breast and whole-body PET/MRI and PET/CT examinations conducted at the authors' center between October 2019 and December 2020 were retrospectively analyzed. MRI lesion characteristics and standardized uptake values (SUVs) were quantified with dedicated software. Mann-Whitney U tests were used to compare tumor SUVs across different tumor types. The Pearson correlation coefficient was calculated between SUV and measures of MRI morphologic characteristics. Results Nineteen women (mean age, 49 years ± 9 [standard deviation]) were evaluated-18 to complement initial staging and one for restaging after therapy for distant metastases. Strong tracer accumulation was observed in all 18 untreated primary breast malignancies (mean maximum SUV [SUVmax] = 13.9 [range, 7.9-29.9]; median lesion diameter = 26 mm [range, 9-155 mm]), resulting in clear tumor delineation across different gradings, receptors, and histologic types. All preoperatively verified LN metastases in 13 women showed strong tracer accumulation (mean SUVmax= 12.2 [range, 3.3-22.4]; mean diameter = 21 mm [range, 14-35 mm]). Tracer uptake established or supported extra-axillary LN involvement in seven women and affected therapy decisions in three women. Conclusion This retrospective analysis indicates use of 68Ga fibroblast-activation protein inhibitor tracers for breast cancer diagnosis and staging. © RSNA, 2021 Online supplemental material is available for this article. See also the editorial by Mankoff and Sellmyer in this issue.
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Affiliation(s)
- Philipp Backhaus
- From the Department of Nuclear Medicine (P. Backhaus, W.R., F.B., H.J.B., M.P., M.S.), Clinic for Radiology (M.C.B., S.W., W.H.), and Department of Gynecology and Obstetrics (J.T.), University Hospital Münster, Albert-Schweitzer-Campus 1 A1, 48149 Münster, Germany; European Institute for Molecular Imaging, University of Münster, Münster, Germany (P. Backhaus, F.B., M.S.); and Gerhard-Domagk Institute for Pathology, University of Münster, Münster, Germany (P. Barth)
| | - Matthias C Burg
- From the Department of Nuclear Medicine (P. Backhaus, W.R., F.B., H.J.B., M.P., M.S.), Clinic for Radiology (M.C.B., S.W., W.H.), and Department of Gynecology and Obstetrics (J.T.), University Hospital Münster, Albert-Schweitzer-Campus 1 A1, 48149 Münster, Germany; European Institute for Molecular Imaging, University of Münster, Münster, Germany (P. Backhaus, F.B., M.S.); and Gerhard-Domagk Institute for Pathology, University of Münster, Münster, Germany (P. Barth)
| | - Wolfgang Roll
- From the Department of Nuclear Medicine (P. Backhaus, W.R., F.B., H.J.B., M.P., M.S.), Clinic for Radiology (M.C.B., S.W., W.H.), and Department of Gynecology and Obstetrics (J.T.), University Hospital Münster, Albert-Schweitzer-Campus 1 A1, 48149 Münster, Germany; European Institute for Molecular Imaging, University of Münster, Münster, Germany (P. Backhaus, F.B., M.S.); and Gerhard-Domagk Institute for Pathology, University of Münster, Münster, Germany (P. Barth)
| | - Florian Büther
- From the Department of Nuclear Medicine (P. Backhaus, W.R., F.B., H.J.B., M.P., M.S.), Clinic for Radiology (M.C.B., S.W., W.H.), and Department of Gynecology and Obstetrics (J.T.), University Hospital Münster, Albert-Schweitzer-Campus 1 A1, 48149 Münster, Germany; European Institute for Molecular Imaging, University of Münster, Münster, Germany (P. Backhaus, F.B., M.S.); and Gerhard-Domagk Institute for Pathology, University of Münster, Münster, Germany (P. Barth)
| | - Hans-Jörg Breyholz
- From the Department of Nuclear Medicine (P. Backhaus, W.R., F.B., H.J.B., M.P., M.S.), Clinic for Radiology (M.C.B., S.W., W.H.), and Department of Gynecology and Obstetrics (J.T.), University Hospital Münster, Albert-Schweitzer-Campus 1 A1, 48149 Münster, Germany; European Institute for Molecular Imaging, University of Münster, Münster, Germany (P. Backhaus, F.B., M.S.); and Gerhard-Domagk Institute for Pathology, University of Münster, Münster, Germany (P. Barth)
| | - Stefanie Weigel
- From the Department of Nuclear Medicine (P. Backhaus, W.R., F.B., H.J.B., M.P., M.S.), Clinic for Radiology (M.C.B., S.W., W.H.), and Department of Gynecology and Obstetrics (J.T.), University Hospital Münster, Albert-Schweitzer-Campus 1 A1, 48149 Münster, Germany; European Institute for Molecular Imaging, University of Münster, Münster, Germany (P. Backhaus, F.B., M.S.); and Gerhard-Domagk Institute for Pathology, University of Münster, Münster, Germany (P. Barth)
| | - Walter Heindel
- From the Department of Nuclear Medicine (P. Backhaus, W.R., F.B., H.J.B., M.P., M.S.), Clinic for Radiology (M.C.B., S.W., W.H.), and Department of Gynecology and Obstetrics (J.T.), University Hospital Münster, Albert-Schweitzer-Campus 1 A1, 48149 Münster, Germany; European Institute for Molecular Imaging, University of Münster, Münster, Germany (P. Backhaus, F.B., M.S.); and Gerhard-Domagk Institute for Pathology, University of Münster, Münster, Germany (P. Barth)
| | - Michaela Pixberg
- From the Department of Nuclear Medicine (P. Backhaus, W.R., F.B., H.J.B., M.P., M.S.), Clinic for Radiology (M.C.B., S.W., W.H.), and Department of Gynecology and Obstetrics (J.T.), University Hospital Münster, Albert-Schweitzer-Campus 1 A1, 48149 Münster, Germany; European Institute for Molecular Imaging, University of Münster, Münster, Germany (P. Backhaus, F.B., M.S.); and Gerhard-Domagk Institute for Pathology, University of Münster, Münster, Germany (P. Barth)
| | - Peter Barth
- From the Department of Nuclear Medicine (P. Backhaus, W.R., F.B., H.J.B., M.P., M.S.), Clinic for Radiology (M.C.B., S.W., W.H.), and Department of Gynecology and Obstetrics (J.T.), University Hospital Münster, Albert-Schweitzer-Campus 1 A1, 48149 Münster, Germany; European Institute for Molecular Imaging, University of Münster, Münster, Germany (P. Backhaus, F.B., M.S.); and Gerhard-Domagk Institute for Pathology, University of Münster, Münster, Germany (P. Barth)
| | - Joke Tio
- From the Department of Nuclear Medicine (P. Backhaus, W.R., F.B., H.J.B., M.P., M.S.), Clinic for Radiology (M.C.B., S.W., W.H.), and Department of Gynecology and Obstetrics (J.T.), University Hospital Münster, Albert-Schweitzer-Campus 1 A1, 48149 Münster, Germany; European Institute for Molecular Imaging, University of Münster, Münster, Germany (P. Backhaus, F.B., M.S.); and Gerhard-Domagk Institute for Pathology, University of Münster, Münster, Germany (P. Barth)
| | - Michael Schäfers
- From the Department of Nuclear Medicine (P. Backhaus, W.R., F.B., H.J.B., M.P., M.S.), Clinic for Radiology (M.C.B., S.W., W.H.), and Department of Gynecology and Obstetrics (J.T.), University Hospital Münster, Albert-Schweitzer-Campus 1 A1, 48149 Münster, Germany; European Institute for Molecular Imaging, University of Münster, Münster, Germany (P. Backhaus, F.B., M.S.); and Gerhard-Domagk Institute for Pathology, University of Münster, Münster, Germany (P. Barth)
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Watanabe T, Tanahashi M, Suzuki E, Yoshii N, Tsuchida H, Yobita S, Iguchi K, Uchiyama S, Nakamura M. Surgical treatment for synchronous multiple primary lung cancer: Is it possible to achieve both curability and preservation of the pulmonary function? Thorac Cancer 2021; 12:2996-3004. [PMID: 34590424 PMCID: PMC8590900 DOI: 10.1111/1759-7714.14164] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 09/07/2021] [Accepted: 09/08/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND With the advent of high-resolution chest imaging, the number of patients diagnosed with multiple primary lung cancers is increasing. For the treatment of multiple lung cancers, a surgical procedure that preserves pulmonary function while ensuring curability is required. METHODS The study population included 85 patients with synchronous multiple primary lung cancer who received surgical resection between January 2010 and September 2020. Patients with synchronous lung cancer within the same lobe were excluded, and only patients with ≥2 involved lobes were included. The postoperative pulmonary function was examined at 3-6 months after the surgery. RESULTS Sixty-seven patients had cancers within the ipsilateral lobe, and 18 patients had cancers in bilateral lobes. Seventy-six patients (89.4%) underwent combination surgery with limited resection (e.g., segmentectomy and wedge resection). The preoperative pulmonary functions (mean VC/%VC, mean FEV1 /%FEV1 , and mean %DLCO) were 3.06 L/100.2%, 2.23 L/96.1%, and 117.2%, respectively, and the postoperative pulmonary functions were 2.45 L/81.4%, 1.87 L/81.2%, and 102.6%. In each parameter, the predicted reductions of pulmonary function were almost the same as the predicted values. The 5-year survival rate was 85.0%. The 5-year survival rate according to the most advanced pathological stage was 94.9% for stage I disease, and 62.6% for stage ≥II, which was a significant difference (p < 0.001). CONCLUSIONS Surgical treatment including limited resection, especially segmentectomy and wedge resection, for synchronous multiple primary lung cancer can preserve pulmonary function while ensuring curability.
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Affiliation(s)
- Takuya Watanabe
- Division of Thoracic Surgery, Respiratory Disease Center, Seirei Mikatahara General Hospital, Shizuoka, Japan
| | - Masayuki Tanahashi
- Division of Thoracic Surgery, Respiratory Disease Center, Seirei Mikatahara General Hospital, Shizuoka, Japan
| | - Eriko Suzuki
- Division of Thoracic Surgery, Respiratory Disease Center, Seirei Mikatahara General Hospital, Shizuoka, Japan
| | - Naoko Yoshii
- Division of Thoracic Surgery, Respiratory Disease Center, Seirei Mikatahara General Hospital, Shizuoka, Japan
| | - Hiroyuki Tsuchida
- Division of Thoracic Surgery, Respiratory Disease Center, Seirei Mikatahara General Hospital, Shizuoka, Japan
| | - Shogo Yobita
- Division of Thoracic Surgery, Respiratory Disease Center, Seirei Mikatahara General Hospital, Shizuoka, Japan
| | - Kensuke Iguchi
- Division of Thoracic Surgery, Respiratory Disease Center, Seirei Mikatahara General Hospital, Shizuoka, Japan
| | - Suiha Uchiyama
- Division of Thoracic Surgery, Respiratory Disease Center, Seirei Mikatahara General Hospital, Shizuoka, Japan
| | - Minori Nakamura
- Division of Thoracic Surgery, Respiratory Disease Center, Seirei Mikatahara General Hospital, Shizuoka, Japan
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Xie M, Wang L, Jiang Q, Luo X, Zhao X, Li X, Jin J, Ye X, Zhao K. Significance of initial, interim and end-of-therapy 18F-FDG PET/CT for predicting transformation risk in follicular lymphoma. Cancer Cell Int 2021; 21:394. [PMID: 34311728 PMCID: PMC8314559 DOI: 10.1186/s12935-021-02094-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Accepted: 07/14/2021] [Indexed: 12/05/2022] Open
Abstract
Background Histological transformation (HT) of follicular lymphoma to a more aggressive lymphoma is a serious event affecting patients’ outcomes. To date, no strong clinical HT predictors present at diagnosis have yet been identified. The fluorodeoxyglucose (FDG)-positron emission tomography (PET)/computed tomography (CT) is highlighted as a non-invasive diagnostic tool for the detection of HT, but its ability to predict HT at early stage of disease has not been clear. Therefore, this study investigated the predictive values of the pre-transformation standardized uptake value (SUVmax) for the risk of transformation in FL. Methods This retrospective study involved 219 patients with FL between June 2008 and October 2019 who had undergone 18F-FDG PET/CT scan. One hundred and thirty-two, 64, and 78 patients underwent PET at baseline (PETbaseline), interim (PETinterim) and end-of-induction therapy (PETend), respectively. Qualitative assessment was performed using the 5-point Deauville scale. Statistical analysis was done using Cox regression models, receiver operating characteristic (ROC) analysis, and Kaplan–Meir survival curves. Results Of the 219 patients included, 128 had low-grade FL (grade 1–2) and 91 had high-grade FL (grade 3a). HT eventually occurred in 30 patients. The median time to HT was 13.6 months. Among clinical indicators, advance pathological grade was shown as the most significant predictor of HT (HR = 4.561, 95% CI 1.604–12.965). We further assessed the relationship between PET and HT risk in FL. Univariate Cox regression determined that SUVbaseline and SUVend were significant predictors for HT, while neither SUVinterim nor qualitative assessment of Deauville score has predictive value for HT. Due to the noticeable impact of high pathological grade on the HT risk, we conducted the subgroup analysis in patients with low/high pathological grade, and found SUVbaseline could still predict HT risk in both low-grade and high-grade subgroups. Multivariate analysis adjusted by FLIPI2 score showed the SUVbaseline (HR 1.065, 95% CI 1.020–1.111) and SUVend (HR 1.261, 95% CI 1.076–1.478) remained as significant predictors independently of the FLIPI2 score. According to the cut-off determined from the ROC analysis, increased SUVbaseline with a cutoff value of 14.3 and higher SUVend with a cutoff value of 7.3 were highly predictive of a shorter time to HT. Conclusions In follicular lymphoma, quantitative assessment used SUVmax at the pre-treatment and end-of-treatment PET/CT scan may be helpful for early screen out patients at high risk of transformation and guide treatment decisions. Supplementary Information The online version contains supplementary material available at 10.1186/s12935-021-02094-5.
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Affiliation(s)
- Mixue Xie
- Department of Haematology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China
| | - Lulu Wang
- Department of Haematology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China
| | - Qi Jiang
- Department of Medical Oncology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China
| | - Xuxia Luo
- Department of Haematology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China
| | - Xin Zhao
- Department of Nuclear Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China
| | - Xueying Li
- Department of Haematology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China
| | - Jie Jin
- Department of Haematology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China
| | - Xiujin Ye
- Department of Haematology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China.
| | - Kui Zhao
- Department of Nuclear Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China.
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Primary metabolic tumor volume from 18F-FDG PET/CT associated with epidermal growth factor receptor mutation in lung adenocarcinoma patients. Nucl Med Commun 2021; 41:1210-1217. [PMID: 32815896 DOI: 10.1097/mnm.0000000000001274] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
PURPOSE To explore the potential parameters from F-FDG PET/CT that might be associated with the epidermal growth factor receptor (EGFR) gene mutation status in lung adenocarcinoma (ADC) patients. METHODS Data of the test cohort of 191 patients and the validation cohort of 55 patients with newly diagnosed ADC were retrospectively reviewed. All patients underwent F-FDG PET/CT scans and EGFR mutation tests prior to treatment. The metabolic parameters obtained from F-FDG PET/CT combining with clinical characteristics were analyzed by using univariate and multivariate logistic regression analyses. Then two cohorts were enrolled to validate the predictive model by area under the receiver-operating characteristic curve (AUC), respectively. RESULTS EGFR mutation-positive was seen of 33.0% (63/191) and 32.7% (18/55) in two cohorts, respectively. In univariate analysis, female, nonsmokers, metabolic parameters of primary tumor [mean standardized uptake value, metabolic tumor volume (pMTV), and total lesion glycolysis], non-necrosis of primary tumor, and serum tumor markers [carbohydrate antigen 19-9, squamous cell carcinoma antigen, and precursor of gastrin releasing peptide (proGRP)] were significantly relevant with EGFR mutation. In multivariate analysis with adjustment of age and TNM stage, pMTV (<8.13 cm), proGRP (≥38.44 pg/ml) and women were independent significant predictors for EGFR mutation. The AUC for the predictive value of these factors was 0.739 [95% confidence interval (CI) 0.665-0.813] in the cohort of 191 patients and 0.716 (95% CI 0.567-0.865) in the cohort of 55 patients, respectively. CONCLUSION Low pMTV (<8.13 cm) was an independent predictor and could be integrated with women and high proGRP (≥38.44 pg/ml) to enhance the discriminability on the EGFR mutation status in ADC patients.
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Bos-Liedke A, Cegla P, Matuszewski K, Konstanty E, Piotrowski A, Gross M, Malicki J, Kozak M. Differences among [ 18F]FDG PET-derived parameters in lung cancer produced by three software packages. Sci Rep 2021; 11:13942. [PMID: 34230642 PMCID: PMC8260625 DOI: 10.1038/s41598-021-93436-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 06/18/2021] [Indexed: 02/06/2023] Open
Abstract
Investigation of differences in derived [18F]FDG PET metabolic and volumetric parameters among three different software programs in lung cancer. A retrospective analysis was performed on a group of 98 lung cancer patients who underwent a baseline [18F]FDG PET/CT study. To assess appropriate delineation methods, the NEMA phantom study was first performed using the following software: Philips EBW (Extended Brilliance Workstation), MIM Software and Rover. Based on this study, the best cut-off methods (dependent on tumour size) were selected, extracted and applied for lung cancer delineation. Several semiquantitative [18F]FDG parameters (SUVmax, SUVmean, TLG and MTV) were assessed and compared among the three software programs. The parameters were assessed based on body weight (BW), lean body mass (LBM) and Bq/mL. Statistically significant differences were found in SUVmean (LBM) between MIM Software and Rover (4.62 ± 2.15 vs 4.84 ± 1.20; p < 0.005), in SUVmean (Bq/mL) between Rover and Philips EBW (21,852.30 ± 21,821.23 vs 19,274.81 ± 13,340.28; p < 0.005) and Rover and MIM Software (21,852.30 ± 21,821.23 vs 19,399.40 ± 10,051.30; p < 0.005), and in MTV between MIM Software and Philips EBW (19.87 ± 25.83 vs 78.82 ± 228.00; p = 0.0489). This study showed statistically significant differences in the estimation of semiquantitative parameters using three independent image analysis tools. These findings are important for performing further diagnostic and treatment procedures in lung cancer patients.
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Affiliation(s)
- Agnieszka Bos-Liedke
- Department of Macromolecular Physics, Adam Mickiewicz University, 61-614, Poznan, Poland
| | - Paulina Cegla
- Department of Nuclear Medicine, Greater Poland Cancer Centre, 61-866, Poznan, Poland.
| | | | - Ewelina Konstanty
- Department of Medical Physics, Greater Poland Cancer Centre, 61-866, Poznan, Poland
| | - Adam Piotrowski
- Department of Macromolecular Physics, Adam Mickiewicz University, 61-614, Poznan, Poland
| | - Magdalena Gross
- Department of Macromolecular Physics, Adam Mickiewicz University, 61-614, Poznan, Poland
| | - Julian Malicki
- Department of Medical Physics, Greater Poland Cancer Centre, 61-866, Poznan, Poland
- Chair, Department of Electroradiology, Poznan University of Medical Science, 61-701, Poznan, Poland
| | - Maciej Kozak
- Department of Macromolecular Physics, Adam Mickiewicz University, 61-614, Poznan, Poland
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Bowen SR, Hippe DS, Chaovalitwongse WA, Duan C, Thammasorn P, Liu X, Miyaoka RS, Vesselle HJ, Kinahan PE, Rengan R, Zeng J. Voxel Forecast for Precision Oncology: Predicting Spatially Variant and Multiscale Cancer Therapy Response on Longitudinal Quantitative Molecular Imaging. Clin Cancer Res 2019; 25:5027-5037. [PMID: 31142507 DOI: 10.1158/1078-0432.ccr-18-3908] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Revised: 03/28/2019] [Accepted: 05/17/2019] [Indexed: 12/25/2022]
Abstract
PURPOSE Prediction of spatially variant response to cancer therapies can inform risk-adaptive management within precision oncology. We developed the "Voxel Forecast" multiscale regression framework for predicting spatially variant tumor response to chemoradiotherapy on fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) imaging. EXPERIMENTAL DESIGN Twenty-five patients with locally advanced non-small cell lung cancer, enrolled on the FLARE-RT phase II trial (NCT02773238), underwent FDG PET/CT imaging prior to (PETpre) and during week 3 (PETmid) of concurrent chemoradiotherapy. Voxel Forecast was designed to predict tumor voxel standardized uptake value (SUV) on PETmid from baseline patient-level and voxel-level covariates using a custom generalized least squares (GLS) algorithm. Matérn covariance matrices were fit to patient- specific empirical variograms of distance-dependent intervoxel correlation. Regression coefficients from variogram-based weights and corresponding standard errors were estimated using the jackknife technique. The framework was validated using statistical simulations of known spatially variant tumor response. Mean absolute prediction errors (MAEs) of Voxel Forecast models were calculated under leave-one-patient-out cross-validation. RESULTS Patient-level forecasts resulted in tumor voxel SUV MAE on PETmid of 1.5 g/mL while combined patient- and voxel-level forecasts achieved lower MAE of 1.0 g/mL (P < 0.0001). PETpre voxel SUV was the most important predictor of PETmid voxel SUV. Patients with a greater percentage of under-responding tumor voxels were classified as PETmid nonresponders (P = 0.030) with worse overall survival prognosis (P < 0.001). CONCLUSIONS Voxel Forecast multiscale regression provides a statistical framework to predict voxel-wise response patterns during therapy. Voxel Forecast can be extended to predict spatially variant response on multimodal quantitative imaging and may eventually guide optimized spatial-temporal dose distributions for precision cancer therapy.
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Affiliation(s)
- Stephen R Bowen
- Department of Radiology, University of Washington School of Medicine, Seattle, Washington. .,Department of Radiation Oncology, University of Washington School of Medicine, Seattle, Washington
| | - Daniel S Hippe
- Department of Radiology, University of Washington School of Medicine, Seattle, Washington
| | - W Art Chaovalitwongse
- Department of Industrial Engineering, University of Arkansas, Fayetteville, Arkansas
| | - Chunyan Duan
- Department of Industrial Engineering, University of Arkansas, Fayetteville, Arkansas.,Department of Management Science and Engineering, Tongji University, Shanghai, China
| | - Phawis Thammasorn
- Department of Industrial Engineering, University of Arkansas, Fayetteville, Arkansas
| | - Xiao Liu
- Department of Industrial Engineering, University of Arkansas, Fayetteville, Arkansas
| | - Robert S Miyaoka
- Department of Radiology, University of Washington School of Medicine, Seattle, Washington
| | - Hubert J Vesselle
- Department of Radiology, University of Washington School of Medicine, Seattle, Washington
| | - Paul E Kinahan
- Department of Radiology, University of Washington School of Medicine, Seattle, Washington
| | - Ramesh Rengan
- Department of Radiation Oncology, University of Washington School of Medicine, Seattle, Washington
| | - Jing Zeng
- Department of Radiation Oncology, University of Washington School of Medicine, Seattle, Washington
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Lim CH, Ahn TR, Moon SH, Cho YS, Choi JY, Kim BT, Lee KH. PET/CT features discriminate risk of metastasis among single-bone FDG lesions detected in newly diagnosed non-small-cell lung cancer patients. Eur Radiol 2018; 29:1903-1911. [PMID: 30315418 DOI: 10.1007/s00330-018-5764-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 08/09/2018] [Accepted: 09/14/2018] [Indexed: 12/17/2022]
Abstract
OBJECTIVES We investigated the capacity of fluorodeoxyglucose (FDG) PET/CT features for stratifying probability of metastasis for single-bone FDG lesions in non-small-cell lung cancer (NSCLC). METHODS Subjects were 118 newly diagnosed NSCLC patients with a solitary bone FDG lesion and no evidence of other distant metastasis based on PET/CT, brain MRI, and contrast-enhanced chest CT. Bone lesion SUVmax and CT findings, primary tumor SUVmax, clinical T stage, and N stage were analyzed. RESULTS The bone lesions were determined by biopsy, characteristic MRI findings and clinical follow-up to be metastatic in 33 (28.0%) and benign in 85 cases (72.0%). A cutoff bone SUVmax of 4.3 showed good diagnostic performance (81.8% sensitivity, 84.7% specificity, and 83.9% accuracy), but there was considerable overlap. Bone lesion PET/CT features of SUVmax ≤ 2, osteosclerotic rim or fracture correctly diagnosed 20/20 benign, while SUVmax > 10, soft-tissue mass or bone destruction correctly diagnosed 18/18 metastatic cases. In the remaining 80 cases, bone features of SUVmax > 4.3 and osteolytic change, and lung tumor features of SUVmax > 6.4, ≥ T2 stage (n = 70), and ≥ N1 stage (n = 43) favored metastasis. The presence of one or less of these features correctly diagnosed 38/38 benign, while the presence of four or more features correctly diagnosed 5/5 metastatic cases. The 37 cases with two or three features had either benign (n = 27) or metastatic bone disease (n = 10). CONCLUSION Combining bone lesion and lung tumor PET/CT features can help stratify risk of bone metastasis in these patients. KEY POINTS • In NSCLC with a single-bone FDG lesion, lesion SUVmaxis useful for differential diagnosis. • CT features of the single-bone FDG lesions provide additional diagnostic value. • High NSCLC SUVmax, greater T stage, and FDG positive nodes also favor metastasis.
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Affiliation(s)
- Chae Hong Lim
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, South Korea
| | - Tae Ran Ahn
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, South Korea
| | - Seung Hwan Moon
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, South Korea
| | - Young Seok Cho
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, South Korea
| | - Joon Young Choi
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, South Korea
| | - Byung-Tae Kim
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, South Korea
| | - Kyung-Han Lee
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, South Korea.
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Karam MB, Doroudinia A, Behzadi B, Mehrian P, Koma AY. Correlation of quantified metabolic activity in nonsmall cell lung cancer with tumor size and tumor pathological characteristics. Medicine (Baltimore) 2018; 97:e11628. [PMID: 30095621 PMCID: PMC6133455 DOI: 10.1097/md.0000000000011628] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
The aim of this study was to evaluate the relationship between maximum standardized uptake value (SUVmax) with tumor size and tumor pathological characteristics as well as suggesting equations between SUVmax and tumor size in patients with nonsmall cell lung cancer (NSCLC) to help differentiate between pathology types.We retrospectively analyzed the fluorodeoxyglucose-positron emission tomography/computed tomography (FDG-PET/CT) findings of 98 patients with NSCLC. Statistical differences were considered significant when P < .05. Correlation between SUVmax and other variables was determined by Pearson and Spearman correlation. Both linear and nonlinear regression analysis were used to determine equations between SUVmax and tumor size to help differentiate between pathology types.The mean SUVmax in patients with squamous cell carcinoma was significantly higher than that of adenocarcinoma (21.35 ± 1.73 vs 13.75 ± 0.89, P = .000). The results of regression analysis indicated that among all equations determined with relative accuracy, the "cubic equation" has the highest accuracy when considering the relationship between SUVmax and tumor size in patients with adenocarcinoma. In patients with squamous cell carcinoma, the most accurate equation was obtained using the "quadratic equation."There was a significant correlation between SUVmax and tumor differentiation and tumor size in patients with adenocarcinoma. SUVmax of patients with squamous cell carcinoma also had a significant correlation with tumor size. Overall SUVmax of patients with NSCLC could be predicted by tumor size value. In patients with squamous cell carcinoma compared with those with adenocarcinoma, SUVmax with less accuracy can be determined by tumor size. Linear regression analysis line slope can be used as an index for distinguishing adenocarcinoma from squamous cell carcinoma.
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Affiliation(s)
| | | | | | | | - Abbas Yousefi Koma
- Lung Transplantation Research Center (LTRC), National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Budak E, Çok G, Akgün A. The Contribution of Fluorine 18F-FDG PET/CT to Lung Cancer Diagnosis, Staging and Treatment Planning. Mol Imaging Radionucl Ther 2018; 27:73-80. [PMID: 29889029 PMCID: PMC5996604 DOI: 10.4274/mirt.53315] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Objective: Lung cancer is the most common cause of cancer-related death throughout the world, and the correct choice of treatment based on early diagnosis and staging increases the chance of survival. The present study aims to investigate the contribution of fluorine 18-fluorodeoxyglucose-positron emission tomography/computed tomography (18F-FDG PET/CT) to the management of lung cancer. Methods: In this study, 50 patients who underwent 18F-FDG PET/CT for lung cancer diagnosis and staging between February 2012 and February 2014 were included. The maximum standardized uptake value (SUVmax) of the primary lung lesion along with other findings of 18F-FDG PET/CT and the results of histopathologic and conventional examinations were evaluated retrospectively. The mean survival time of patients was determined, and the findings were compared by using statistical methods. Results: Histopathologic examinations revealed 51 lung cancers in 50 patients. The sensitivity, accuracy and positive predictive value of 18F-FDG PET/CT in detecting primary malignancy were 94%, 94%, 100%, respectively. Adenocarcinoma (n=23, 16.8±13.5) and squamous cell carcinoma (n=15, 17.9±5.6) did not differ significantly regarding their mean SUVmax values (p=0.2). A statistically significant positive correlation (r=0.4) was identified between tumor size and SUVmax value for 51 tumors (p=0.002). The 18F-FDG PET/CT result was true negative in nine, false positive in six, true positive in two, and false negative in four patients who underwent histopathologic evaluation of their lymph nodes. The 18F-FDG PET/CT changed treatment planning in 34% of the patients. No significant relationship was identified between SUVmax value of the tumor and patient survival in patients (p=0.118). Conclusion: The present study concluded that PET/CT was an efficient method in the diagnosis and staging of lung cancer since it provided useful information in addition to conventional methods. It was also observed that PET/CT scanning resulted in a change in therapeutic plans in the majority of patients. However, there was no statistically significant relationship between survival and the SUVmax of the primary mass.
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Affiliation(s)
- Emine Budak
- University of Health Sciences, İzmir Dr. Suat Seren Chest Diseases and Surgery Training and Research Hospital, Clinic of Nuclear Medicine, İzmir, Turkey
| | - Gürsel Çok
- Ege University Faculty of Medicine, Department of Chest Diseases, İzmir, Turkey
| | - Ayşegül Akgün
- Ege University Faculty of Medicine, Department of Nuclear Medicine, İzmir, Turkey
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Wang H, Shen G, Jiang C, Li L, Cui F, Tian R. Prognostic value of baseline, interim and end-of-treatment 18F-FDG PET/CT parameters in extranodal natural killer/T-cell lymphoma: A meta-analysis. PLoS One 2018; 13:e0194435. [PMID: 29558489 PMCID: PMC5860776 DOI: 10.1371/journal.pone.0194435] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2017] [Accepted: 03/04/2018] [Indexed: 02/05/2023] Open
Abstract
METHODS We searched the PubMed, EMBASE, Cochrane Library and Medline databases for eligible articles. SUVmax, MTV, and TLG on B-PET/CT, DS on I-PET/CT and DS on E-PET/CT were regarded as efficacy data. Combined hazard ratios (HRs) for progression-free survival (PFS) and overall survival (OS) were estimated using RevMan 5.3 software. RESULTS Nine trials with a total of 535 ENKTL patients were included. SUVmax, MTV and TLG on B-PET/CT were significantly associated with PFS with HRs of 2.78 (95%CI 1.54-5.03), 3.61 (95%CI 1.96-6.65) and 5.62 (95%CI 1.94-16.33), respectively, and with OS with HRs of 4.78 (95%CI 2.29-9.96), 3.20 (95%CI 1.55-6.60) and 7.76 (95%CI 1.79-33.58), respectively. For the DS on I-PET/CT, the HRs for PFS and OS were 5.15 (95%CI 2.71-9.80) and 5.80 (95%CI 2.28-14.73), respectively. Similarly, the DS on E-PET/CT was a significant predictor of PFS and OS with HRs of 3.65 (95%CI 2.13-6.26) and 3.32 (95%CI 1.79-6.15), respectively. CONCLUSION Our results suggest that SUVmax, MTV, TLG on B-PET/CT, DS on I-PET/CT and DS on E-PET/CT may be significant prognostic indicators for PFS and OS in ENKTL patients. Moreover, TLG tends to be superior to SUVmax and MTV on B-PET/CT for predicting survival of ENKTL patients. Therefore, response monitoring and prognostication assessments based on multiple PET/CT parameters should be considered in the management of ENKTL patients.
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Affiliation(s)
- Hongxi Wang
- Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Guohua Shen
- Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Chong Jiang
- Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Li Li
- Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Futao Cui
- Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
| | - Rong Tian
- Department of Nuclear Medicine, West China Hospital of Sichuan University, Chengdu, Sichuan Province, China
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Hasbek Z, Doğan ÖT, Sarı İ, Yücel B, Şeker MM, Turgut B, Berk S, Siliğ Y. The Diagnostic Value of the Correlation between Serum Anti-p53 Antibody and Positron Emission Tomography Parameters in Lung Cancer. Mol Imaging Radionucl Ther 2016; 25:107-113. [PMID: 27751972 PMCID: PMC5100081 DOI: 10.4274/mirt.97269] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
OBJECTIVE Mutations in the p53 gene are the most commonly observed genetic abnormalities in malignancies. The purpose of this study was to assess the diagnostic value of serum anti-p53 antibody (Ab) along with the correlation between serum anti-p53 Ab level and quantitative positron emission tomography (PET) parameters such as maximum standardized uptake value (SUVmax), SUVave, metabolic tumor volume, total lesion glycolysis (TLG) and tumor size. METHODS Serum anti-p53 Ab level was studied in three groups. Patients who underwent 18F-fluorodeoxyglucose (FDG) PET/computed tomography (CT) imaging for staging of previously diagnosed lung cancer constituted the first group, while patients who underwent 18F-FDG PET/CT imaging for evaluation of suspicious pulmonary nodules detected on thorax CT and did not show pathologic FDG accumulation (NAPN=pulmonary nodule with non avid-FDG) were enrolled in the second group. The third group consisted of healthy volunteers. RESULTS Twenty-eight patients with lung cancer (median age: 62.5, range: 39-77years), 28 patients with NAPN (median age: 65, range: 33-79 years), and 24 healthy volunteers (median age: 62, range: 44-74 years) were enrolled in the study. The serum anti-p53 Ab level was low in healthy volunteers while it was higher in both lung cancer patients and NAPN patients (p<0.05). When serum anti-p53 Ab level and PET parameters were evaluated, there was no significant correlation between serum anti-p53 Ab level and SUVmax, SUVave, TLG, tumor volume and tumor size of patients with lung cancer (p>0.05). Besides, there was no significant difference between serum anti-p53 Ab level and lesion size of NAPN patients (p>0.05). CONCLUSION It was determined that serum anti-p53 Ab levels are not significantly correlated with PET parameters, and that serum anti-p53 Ab levels increase in any benign or malignant lung parenchyma pathology as compared to healthy volunteers. These results indicate that this Ab cannot be used as a predictor of malignancy in a lung lesion.
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Affiliation(s)
- Zekiye Hasbek
- Cumhuriyet University Faculty of Medicine, Department of Nuclear Medicine, Sivas, Turkey, Phone: +90 346 258 02 53 E-mail:
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Simone CB, Houshmand S, Kalbasi A, Salavati A, Alavi A. PET-Based Thoracic Radiation Oncology. PET Clin 2016; 11:319-32. [DOI: 10.1016/j.cpet.2016.03.001] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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Motono N, Ueno M, Tanaka M, Machida Y, Usuda K, Sakuma T, Sagawa M. Differences in the prognostic significance of the SUVmax between patients with resected pulmonary Adenocarcinoma and squamous cell carcinoma. Asian Pac J Cancer Prev 2015; 15:10171-4. [PMID: 25556443 DOI: 10.7314/apjcp.2014.15.23.10171] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The purpose of this study was to determine the prognostic significance of the maximum standardized uptake value (SUVmax) on F-18-fluorodeoxyglucose (FDG)-positron emission tomography (PET) in patients undergoing surgical treatment for non-small cell lung cancer. MATERIALS AND METHODS Seventy-eight consecutive patients (58 with adenocarcinomas, 20 with squamous cell carcinomas) treated with potentially curative surgery were retrospectively reviewed. RESULTS The SUVmax was significantly higher in the patients with recurrent than with non-recurrent adenocarcinoma (p<0.01). However, among the patients with squamous cell carcinoma, there were no differences with or without recurrence (p=0.69). Multivariate analysis indicated that the SUVmax of adenocarcinoma lesions was a significant predictor of disease-free survival (p=0.04). In addition, an SUVmax of 6.19, the cut-off point based on ROC curve analysis of the patients with pathological IB or more advanced stage adenocarcinomas, was found to be a significant predictor of disease-free survival (p<0.01). CONCLUSIONS SUVmax is a useful predictor of disease-free survival in patients with resected adenocarcinoma, but not squamous cell carcinoma. Patients with adenocarcinoma exhibiting an SUVmax above 6.19 are candidates for more intensive adjuvant therapy.
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Affiliation(s)
- Nozomu Motono
- Department of Thoracic Surgery, Kanazawa Medical University, Ishikawa, Japan E-mail : ;
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Xie M, Zhai W, Cheng S, Zhang H, Xie Y, He W. Predictive value of F-18 FDG PET/CT quantization parameters for progression-free survival in patients with diffuse large B-cell lymphoma. Hematology 2015; 21:99-105. [PMID: 26183456 DOI: 10.1179/1607845415y.0000000033] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Affiliation(s)
- Mixue Xie
- Department of Hematology, Huadong Hospital Affiliated to Fudan University, Shanghai 200030, China
| | - Weihao Zhai
- Department of Nuclear Medicine, Huadong Hospital Affiliated to Fudan University, Shanghai 200030, China
| | - Shiyu Cheng
- Department of Hematology, Huadong Hospital Affiliated to Fudan University, Shanghai 200030, China
| | - Hongdi Zhang
- Department of Hematology, Huadong Hospital Affiliated to Fudan University, Shanghai 200030, China
| | - Yanhui Xie
- Department of Hematology, Huadong Hospital Affiliated to Fudan University, Shanghai 200030, China
| | - Wei He
- Department of Nuclear Medicine, Huadong Hospital Affiliated to Fudan University, Shanghai 200030, China
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Chung KH, Park JK, Lee SH, Hwang DW, Cho JY, Yoon YS, Han HS, Hwang JH. Lower maximum standardized uptake value of fluorine-18 fluorodeoxyglucose positron emission tomography coupled with computed tomography imaging in pancreatic ductal adenocarcinoma patients with diabetes. Am J Surg 2015; 209:709-16. [DOI: 10.1016/j.amjsurg.2014.06.038] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2013] [Revised: 06/07/2014] [Accepted: 06/13/2014] [Indexed: 11/28/2022]
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van Gómez López O, García Vicente AM, Honguero Martínez AF, Soriano Castrejón AM, Jiménez Londoño GA, Udias JM, León Atance P. Heterogeneity in [18F]fluorodeoxyglucose positron emission tomography/computed tomography of non-small cell lung carcinoma and its relationship to metabolic parameters and pathologic staging. Mol Imaging 2015; 13. [PMID: 25248853 DOI: 10.2310/7290.2014.00032] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
To investigate the relationships between tumor heterogeneity, assessed by texture analysis of [18F]fluorodeoxyglucose-positron emission tomography (FDG-PET) images, metabolic parameters, and pathologic staging in patients with non-small cell lung carcinoma (NSCLC). A retrospective analysis of 38 patients with histologically confirmed NSCLC who underwent staging FDG-PET/computed tomography was performed. Tumor images were segmented using a standardized uptake value (SUV) cutoff of 2.5. Five textural features, related to the heterogeneity of gray-level distribution, were computed (energy, entropy, contrast, homogeneity, and correlation). Additionally, metabolic parameters such as SUVmax, SUVmean, metabolic tumor volume (MTV), and total lesion glycolysis (TLG), as well as pathologic staging, histologic subtype, and tumor diameter, were obtained. Finally, a correlation analysis was carried out. Of 38 tumors, 63.2% were epidermoid and 36.8% were adenocarcinomas. The mean ± standard deviation values of MTV and TLG were 30.47 ± 25.17 mL and 197.81 ± 251.11 g, respectively. There was a positive relationship of all metabolic parameters (SUVmax, SUVmean, MTV, and TLG) with entropy, correlation, and homogeneity and a negative relationship with energy and contrast. The T component of the pathologic TNM staging (pT) was similarly correlated with these textural parameters. Textural features associated with tumor heterogeneity were shown to be related to global metabolic parameters and pathologic staging.
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Predictive value of F-18 FDG PET/CT quantization parameters in diffuse large B cell lymphoma: a meta-analysis with 702 participants. Med Oncol 2014; 32:446. [DOI: 10.1007/s12032-014-0446-1] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2014] [Accepted: 12/07/2014] [Indexed: 12/27/2022]
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Polat EC, Otunctemur A, Ozbek E, Besiroglu H, Dursun M, Ozer K, Horsanali MO. Standardized uptake values highly correlate with tumor size and Fuhrman grade in patients with clear cell renal cell carcinoma. Asian Pac J Cancer Prev 2014; 15:7821-4. [PMID: 25292070 DOI: 10.7314/apjcp.2014.15.18.7821] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND We investigated the correlation between standardized uptake value (SUVmax), tumor size and Fuhrman grade in patients with renal cell carcinoma (RC). MATERIALS AND METHODS We retrospectively analyzed the data of 54 patients with clear cell renal cell carcinoma histopathologically diagnosed who underwent fluorine-18 fluoro-2 deoxyglucose positron emission tomography/computed tomography (F-18 FDG PET/CT) between January 2005 and March 2014. RESULTS Avarage tumor sizes were 5.64±1.85, 6.85±2.24 and 7.98±2.45 in low, medium and high SUVmax groups, respectively. The Spearman's correlation coefficient between the tumor size and SUVmax was 0.385 (p=0.004) and between the Fuhrman grade and SUVmax was 0.578 (p<0.001). CONCLUSIONS SUVmax appears highly correlated with tumor size and Fuhrman grade in patients with histopathologically confirmed clear cell RC. Multicenter studies are needed to provide larger series for more accurate results.
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Affiliation(s)
- Emre Can Polat
- Faculty of Medicine, Istanbul Medipol University, Istanbul, Turkey E-mail
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Gwak HK, Lee JH, Park SG. Preliminary Evaluation of Clinical Utility of CYFRA 21-1, CA 72-4, NSE, CA19-9 and CEA in Stomach Cancer. Asian Pac J Cancer Prev 2014; 15:4933-8. [DOI: 10.7314/apjcp.2014.15.12.4933] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Hasbek Z, Yucel B, Salk I, Turgut B, Erselcan T, Babacan NA, Kacan T. Potential impact of atelectasis and primary tumor glycolysis on F-18 FDG PET/CT on survival in lung cancer patients. Asian Pac J Cancer Prev 2014; 15:4085-9. [PMID: 24935601 DOI: 10.7314/apjcp.2014.15.9.4085] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Atelectasis is an important prognostic factor that can cause pleuritic chest pain, coughing or dyspnea, and even may be a cause of death. In this study, we aimed to investigate the potential impact of atelectasis and PET parameters on survival and the relation between atelectasis and PET parameters. MATERIALS AND METHODS The study consisted of patients with lung cancer with or without atelectasis who underwent (18)F-FDG PET/CT examination before receiving any treatment. (18)F-FDG PET/CT derived parameters including tumor size, SUVmax, SUVmean, MTV, total lesion glycosis (TLG), SUV mean of atelectasis area, atelectasis volume, and histological and TNM stage were considered as potential prognostic factors for overall survival. RESULTS Fifty consecutive lung cancer patients (22 patients with atelectasis and 28 patients without atelectasis, median age of 65 years) were evaluated in the present study. There was no relationship between tumor size and presence or absence of atelectasis, nor between presence/absence of atelectasis and TLG of primary tumors. The overall one-year survival rate was 83% and median survival was 20 months (n=22) in the presence of atelectasis; the overall one-year survival rate was 65.7% (n=28) and median survival was 16 months (p=0.138) in the absence of atelectasis. With respect to PFS; the one-year survival rate of AT+ patients was 81.8% and median survival was 19 months; the one-year survival rate of AT- patients was 64.3% and median survival was 16 months (p=0.159). According to univariate analysis, MTV, TLG and tumor size were significant risk factors for PFS and OS (p<0.05). However, SUVmax was not a significant factor for PFS and OS (p>0.05). CONCLUSIONS The present study suggested that total lesion glycolysis and metabolic tumor volume were important predictors of survival in lung cancer patients, in contrast to SUVmax. In addition, having a segmental lung atelectasis seems not to be a significant factor on survival.
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Affiliation(s)
- Zekiye Hasbek
- Department of Nuclear Medicine, Faculty of Medicine, Cumhuriyet University, Sivas, Turkey E-mail :
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