scholarly journals 68Ga-FAPI-04 PET Distinguishes Malignancy from Inflammatory Lesions

Author(s):  
Chengfang Shangguan ◽  
Chen Yang ◽  
Zhaopeng Shi ◽  
Ying Miao ◽  
Wangxi Hai ◽  
...  

Abstract Background The 68Ga-labelled FAPI provides new oncology imaging option other than 18F-FDG-PET. However, it's unclear about whether the FAPI-PET distinguishes malignancy from benign lesions. Methods We established an AOM/DSS-induced rat colorectal tumor model. A double PET/CT tracer of 68Ga-FAPI-04 and 18F-FDG was used in the rat colorectal tumor model. Histological examination, immunohistochemistry staining, and radioautography were performed in this study. Results 68Ga-FAPI PET imaging distinguishes neoplasia from inflammatory lesions in an AOM/DSS-induced rat colorectal tumor model, and FAPI accumulation gradually increases along with tumor progression. An inflammatory lesion did not interfere with 68Ga-FAPI PET imaging. Conclusion The 68Ga-FAPI-04 PET distinguishes malignant tumors from inflammatory lesions by detecting FAP in a rat colorectal tumor model, suggesting that 68Ga-FAPI-04 PET is a better diagnostic tool than 18F-FDG PET, at least to colorectal cancer patients.

2020 ◽  
Vol 7 (1) ◽  
Author(s):  
Amy J. Weisman ◽  
Jihyun Kim ◽  
Inki Lee ◽  
Kathleen M. McCarten ◽  
Sandy Kessel ◽  
...  

Abstract Purpose For pediatric lymphoma, quantitative FDG PET/CT imaging features such as metabolic tumor volume (MTV) are important for prognosis and risk stratification strategies. However, feature extraction is difficult and time-consuming in cases of high disease burden. The purpose of this study was to fully automate the measurement of PET imaging features in PET/CT images of pediatric lymphoma. Methods 18F-FDG PET/CT baseline images of 100 pediatric Hodgkin lymphoma patients were retrospectively analyzed. Two nuclear medicine physicians identified and segmented FDG avid disease using PET thresholding methods. Both PET and CT images were used as inputs to a three-dimensional patch-based, multi-resolution pathway convolutional neural network architecture, DeepMedic. The model was trained to replicate physician segmentations using an ensemble of three networks trained with 5-fold cross-validation. The maximum SUV (SUVmax), MTV, total lesion glycolysis (TLG), surface-area-to-volume ratio (SA/MTV), and a measure of disease spread (Dmaxpatient) were extracted from the model output. Pearson’s correlation coefficient and relative percent differences were calculated between automated and physician-extracted features. Results Median Dice similarity coefficient of patient contours between automated and physician contours was 0.86 (IQR 0.78–0.91). Automated SUVmax values matched exactly the physician determined values in 81/100 cases, with Pearson’s correlation coefficient (R) of 0.95. Automated MTV was strongly correlated with physician MTV (R = 0.88), though it was slightly underestimated with a median (IQR) relative difference of − 4.3% (− 10.0–5.7%). Agreement of TLG was excellent (R = 0.94), with median (IQR) relative difference of − 0.4% (− 5.2–7.0%). Median relative percent differences were 6.8% (R = 0.91; IQR 1.6–4.3%) for SA/MTV, and 4.5% (R = 0.51; IQR − 7.5–40.9%) for Dmaxpatient, which was the most difficult feature to quantify automatically. Conclusions An automated method using an ensemble of multi-resolution pathway 3D CNNs was able to quantify PET imaging features of lymphoma on baseline FDG PET/CT images with excellent agreement to reference physician PET segmentation. Automated methods with faster throughput for PET quantitation, such as MTV and TLG, show promise in more accessible clinical and research applications.


2021 ◽  
Vol 11 ◽  
Author(s):  
Jun Wang ◽  
Liang Zhang ◽  
Jian Guo Wu ◽  
Ruohua Chen ◽  
Jia lin Shen

PurposeTo evaluate the value of F-18 FDG PET/CT in the differentiation of malignant and benign upper urinary tract-occupying lesions.Patients and Methods64 patients with upper urinary tract-occupying lesions underwent F-18 FDG PET/CT at RenJi Hospital from January 2015 to February 2019 in this retrospective study. Of the 64 patients, 50 patients received nephroureterectomy or partial ureterectomy; 14 patients received ureteroscopy and biopsy. The comparisons of PET/CT parameters and clinical characteristics between malignant and benign upper urinary tract-occupying lesions were investigated.ResultsOf the 64 patients, 49 were found to have malignant tumors. Receiver operating characteristic analysis determined the lesion SUVmax value of 6.75 as the threshold for predicting malignant tumors. There were significant associations between malignant and benign upper urinary tract-occupying lesions and SUVmax of lesion (P<0.001), lesion size (P<0.001), and patient age (P=0.011). Multivariate analysis showed that SUVmax of lesion (P=0.042) and patient age (P=0.009) as independent predictors for differentiation of malignant from benign upper urinary tract-occupying lesions. There was a significant difference in tumor size between the positive (SUVmax >6.75) and negative (SUVmax ≤6.75) PET groups in 38 of the 49 patients with malignant tumors.ConclusionThe SUVmax of lesion and patient age is associated with the nature of upper urinary tract-occupying lesions. F-18 FDG PET/CT may be useful to distinguish between malignant and benign upper urinary tract-occupying lesions and determine a suitable therapeutic strategy.


2010 ◽  
Vol 37 (3) ◽  
pp. 327-333 ◽  
Author(s):  
Shao-li Song ◽  
Chuang Deng ◽  
Ling-feng Wen ◽  
Jian-jun Liu ◽  
Hui Wang ◽  
...  

Blood ◽  
2008 ◽  
Vol 112 (11) ◽  
pp. 1460-1460
Author(s):  
Lale Kostakoglu ◽  
David J. Straus ◽  
Heiko Schöder ◽  
Ann S. LaCasce ◽  
Nancy L Bartlett ◽  
...  

Abstract Clinical trials are underway using FDG PET imaging as a response surrogate for risk-adapted treatments to achieve favorable long term outcome while reducing therapy-related toxicities in patients with HL. The IHP provided “guidelines” to standardize FDG PET-based response evaluation. Before implementation in clinical practice, further validation of these guidelines is necessary. Our objective was to validate IHP criteria for response evaluation after 2 cycles of therapy with prospectively collected data in CALGB 50203, a trial of AVG for the initial treatment of stages I and II non-bulky HL. IHP-based PET interpretation was also compared with CT-based lesion size changes. Methods: Treatment consisted of doxorubicin 25 mg/m2, vinblastine 6 mg/m2 and gemcitabine 800mg/m2 every 2 weeks for 12 treatments (6 cycles). Responses were assessed according to the International Workshop criteria (JCO1999:17: 1244–53). FDG-PET imaging (PET/CT: 60 pts, PET alone: 15 pts) and a separate dedicated diagnostic CT scan of involved sites was performed at baseline and after two cycles of AVG (PET-2). No treatment change was allowed on the basis of the PET-2 results. Of 99 assessable patients, 75 had PET-alone (14) or PET/CT (61) after 2 cycles; median age:34 yrs (18–80), 32% were ≥45 yrs, stages: 78% IA-IIA, 22% IIB. The primary interpretation of PET-2 studies was based on IHP criteria (JCO2007;25:571). The % change in the sum of the products of the diameter (%SPD) of all measurable lesions were compared between baseline and at cycle-2 CT. PET-2 and cycle-2 CT data were correlated with progression free survival (PFS). Results: Fifty-six patients (75%) achieved a CR/CRu, 21% a partial response (PR), 4% had stable disease (SD). After a median follow up of 2.1 yrs (1.2–3.4 years), 19 of 75 patients relapsed/progressed, with an estimated 2-year PFS of 0.87 (95% CI [0.74,0.94]Only 10 of 56 patients (18%) with CR/CRu were PET positive at PET-2 compared to 13/19 (68%) of those with SD or PR (p<0.0001). Twelve of 23 (52%) PET-2 positive patients relapsed compared to 7 of 52 (13.5%) who were PET-2 negative. The 2-yr probability of PFS was 0.87, [95% CI (0.74,0.94)] among PET-2 negative patients vs. 0.47 [95% CI (0.26,0.66)] in those who were PET-2 positive, p=0.0001. In an exclusive analysis of PET/CT scans, the 2-yr probability of PFS was 0.90, [95% CI (0.75,0.96)] among PET-2 negative patients vs. 0.35 [95% CI (0.13,0.59)] in those who were PET-2 positive, p<0.0001. The best PFS cut-point for %SPD change at cycle-2 was 70%. After cycle-2, PET-negative patients had a higher %SPD change compared to PET-positive patients (74.5% vs. 64.5%, p=0.003). Adjusted for baseline SPD, patients with <70% change were at 5.3 times higher risk of relapse. The 2-yr probability of PFS was 0.89, [95% CI (0.73,0.95)] among patients with > 70% change vs. 0.55 [95% CI (0.36,0.71)] in those with < 70% change, p=0.003. Conclusion: IHP-based interpretation of FDG PET after 2 cycles of chemotherapy yields a high correlation with 2-year PFS, in particular for combined PET/CT, thus, it could be used as a response surrogate for risk-adapted treatments. The prediction of PFS using FDG-PET is superior to %SPD change after 2 cycles of therapy. Ongoing studies will prospectively define the role of interim FDG PET in tailoring treatment to optimize benefits and minimize risks.


2009 ◽  
Vol 27 (15_suppl) ◽  
pp. 8533-8533
Author(s):  
N. Pandit-Taskar ◽  
R. L. Comenzo ◽  
H. Hassoun ◽  
E. Hoover ◽  
S. Borkar ◽  
...  

8533 Background: In a high risk population of pts with newly diagnosed or primary refractory MM, we prospectively studied FDG PET imaging to determine the value of PET/CT in assessing therapeutic response. Methods: Forty pts with high-risk MM defined as ISS II, ISS III or presence of extramedullary plasmacytoma have been enrolled on study and treated using a combination of bortezomib, pegylated liposomal doxorubicin hydrochloride (Doxil), and dexamethasone (BDD) for 3 cycles followed by 2 cycles of thalidomide and dexamethasone for patients achieving at least PR. Pts were assessed using serial FDG PET imaging: at baseline (BL), after 3 cycles of BDD and at end of study (EOS). FDG PET response was determined using European Organization for research and treatment of cancer (EORTC) recommendations. MM disease response was assessed according to the International Myeloma Working Group (IMWG) criteria. Results: Median age of pts enrolled was 59 yrs (range 41–80), 62% male, 38% ISS II, 47% ISS III, and 15% ISS I with soft-tissue disease. Thirty-five percent (14/40) had soft-tissue involvement with MM. At completion of protocol therapy, the ORR was 79%, with 44% of pts achieving CR/nCR and 59% ≥ VGPR. Ninety FDG PET scans were performed in 40 pts; 25 pts were evaluable for FDG PET response. The other pts are as follows: 2 had negative FDG PET at BL, 6 were taken off study (5 for toxicity and 1 with CR), 1 FDG PET was unable to be compared due to technical differences and 6 pts have not completed treatment. Seventeen of the 25 pts had PR by FDG PET, 5 had SD and 3 PD; none of the pts had CR. There was little agreement between MM disease response and FDG PET responses (Kappa statistic, 0.05). Three pts with PD by FDG PET, had PR (n=2) or CR (n=1) by IMWG criteria. One had granulomatous disease rather than MM at biopsy. In 1 pt with progression of disease with a progressive skull-based plasmacytoma, FDG PET was scored as PR by EORTC criteria. Conclusions: There was poor agreement between FDG PET response and MM disease response by IMWG criteria. Serial FDG PET did not provide additional information for therapeutic response assessment in pts with newly diagnosed or primary refractory MM. [Table: see text]


ISRN Oncology ◽  
2012 ◽  
Vol 2012 ◽  
pp. 1-11
Author(s):  
G. P. Bandopadhyaya ◽  
Priyanka Gupta ◽  
Archana Singh ◽  
Jaya Shukla ◽  
S. Rastogi ◽  
...  

To evaluate the role of 99mTc-DMSA (V) and [18F]FDG PET-CT in management of patients with osteosarcoma, 22 patients were included in our study. All patients underwent both 99mTc-DMSA (V) and whole-body [18F]FDG PET-CT scans within an interval of 1 week. 555–740 MBq of 99mTc-DMSA (V) was injected i.v. the whole-body planar, SPECT images of primary site and chest were performed after 3-4 hours. [18F]FDG PET-CT images were obtained 60 minutes after i.v. injection of 370 MBq of F-18 FDG. Both FDG PET-CT (mean SUVmax = 7.1) and DMSA (V) scans showed abnormal uptake at primary site in all the 22 patients (100% sensitivity for both). Whole-body PET-CT detected metastasis in 11 pts (lung mets in 10 and lung + bone mets in 1 patient). Whole-body planar DMSA (V) and SPECT detected bone metastasis in one patient, lung mets in 7 patients and LN in 1 patient. HRCT of chest confirmed lung mets in 10 patients and inflammatory lesion in one patient. 7 patients positive for mets on DMSA (V) scan had higher uptake in lung lesions as compared to FDG uptake on PET-CT. Three patients who did not show any DMSA uptake had subcentimeter lung nodule. Resuts of both 99mTc-DMSA (V) (whole-body planar and SPECT imaging) and [18F]FDG PET-CT were comparable in evaluation of primary site lesions and metastatic lesions greater than 1 cm. Though 99mTc-DMSA (V) had higher uptake in the lesions as compared to [18F]FDG PET-CT, the only advantage [18F]FDG PET-CT had was that it could also detect subcentimeter lesions.


2015 ◽  
Vol 2015 ◽  
pp. 1-8 ◽  
Author(s):  
Nathalie Launay ◽  
Stéphane Silvera ◽  
Florence Tenenbaum ◽  
Lionel Groussin ◽  
Frédérique Tissier ◽  
...  

The purpose of this paper was to study the value of 18-FDG PET/CT and reassess the value of CT for the characterization of indeterminate adrenal masses. 66 patients with 67 indeterminate adrenal masses were included in our study. CT/MRI images and 18F-FDG PET/CT data were evaluated blindly for tumor morphology, enhancement features, apparent diffusion coefficient values, maximum standardized uptake values, and adrenal-to-liver maxSUV ratio. The study population comprised pathologically confirmed 16 adenomas, 19 metastases, and 32 adrenocortical carcinomas. Macroscopic fat was observed in 62.5% of the atypical adenomas at CT but not in malignant masses. On 18F-FDG PET/CT, SUVmax and adrenal-to-liver maxSUV ratio were significantly lower in adenomas than in malignant tumors. An SUVmax value of less than 3.7 or an adrenal-to-liver maxSUV ratio of less than 1.29 is highly predictive of benignity.


2017 ◽  
Vol 16 (4) ◽  
pp. 343-348
Author(s):  
Martin Fehr ◽  
Joachim Müller ◽  
Meinhard Knitel ◽  
Jürgen Fornaro ◽  
Daniel Horber ◽  
...  

2021 ◽  
Vol 5 (Supplement_1) ◽  
pp. A864-A865
Author(s):  
Khulood Bukhari ◽  
Zarah Haleem ◽  
Kashif Munir

Abstract Introduction: The prevalence of malignancy in thyroid incidentalomas (TI) discovered on 18F-FDG-PET or PET/CT varies between 0% and 63.6%. The pooled malignancy rate according to three systematic reviews is 33-35%. The 2015 American Thyroid Association (ATA) guidelines recommend that such nodules, when one centimeter or larger in size, should undergo further investigation with thyroid ultrasound (US) and fine-needle aspiration (FNA) cytology. Objectives: The objective of our study was to determine the rate of malignancy amongst TI discovered incidentally on 18F-FDG-PET or PET/CT, examine their clinicopathologic characteristics, and assess the usefulness of maximum standardized uptake values (SUVmax) in differentiating benign and malignant lesions. Methods: We performed an electronic medical record search looking at all 18F-FDG-PET or PET/CT reports during the study period of 12/01/2015 to 05/31/2019 that included the keyword ‘thyroid’ in the impression. Exclusion criteria included a history of thyroid disease or malignancy, known lesion(s) detected on previous clinical or radiological examinations and diffuse radiotracer uptake. Of the 476 reports reviewed, 136 cases were included in the study. Results: Common indications included initial staging or restaging of lymphoma (diffuse large B-cell, mantle-cell, T-cell types) (27.9%), lung adenocarcinoma (18.4%), head and neck cancer (16.9%) and breast cancer (11%). Fifty-eight (42.6%) patients had metabolically inactive lesions; five (8.6%) underwent further investigation with thyroid US and 3 subsequently with FNA (5%). All 3 had benign cytology. Seventy-seven (56.6%) patients had metabolically active lesions and 25 (32.5%) underwent imaging with thyroid US. Twelve (15.6%) had FNA; eight (66.7%) had benign cytology, two (16.7%) revealed atypia of undetermined significance and two (16.7%) were malignant. Biopsy for the two patients with malignant cytology showed follicular cell neoplasm of oncocytic hurtle cell type, and invasive follicular carcinoma with focal insular and papillary features and extensive capsular and vascular invasion. The mean SUVmax in malignant vs benign lesions was 9.05 and 6.41 respectively. Conclusion: The malignancy rate was 2.6% amongst all patients with 18F-FDG-avid TI and 8% amongst patients with metabolically active lesions who were investigated with thyroid US+/- FNA. This is significantly lower than malignancy rates previously reported in the literature. The evident inhomogeneity in the literature is likely multifactorial and may be explained in part by a dissimilarity among studies, and an informed decision by some to avoid invasive testing in the context of poor prognosis from underlying non-thyroidal cancer. Research is needed to determine the cohort of patients who could potentially benefit from further evaluation and treatment.


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