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1.
Eur J Nucl Med Mol Imaging ; 49(10): 3401-3411, 2022 08.
Article in English | MEDLINE | ID: mdl-35403860

ABSTRACT

PURPOSE: The present pilot study investigates the putative role of radiomics from [18F]FDG PET/CT scans to predict PD-L1 expression status in non-small cell lung cancer (NSCLC) patients. METHODS: In a retrospective cohort of 265 patients with biopsy-proven NSCLC, 86 with available PD-L1 immunohistochemical (IHC) assessment and [18F]FDG PET/CT scans have been selected to find putative metabolic markers that predict PD-L1 status (< 1%, 1-49%, and ≥ 50% as per tumor proportion score, clone 22C3). Metabolic parameters have been extracted from three different PET/CT scanners (Discovery 600, Discovery IQ, and Discovery MI) and radiomics features were computed with IBSI compliant algorithms on the original image and on images filtered with LLL and HHH coif1 wavelet, obtaining 527 features per tumor. Univariate and multivariate analysis have been performed to compare PD-L1 expression status and selected radiomic features. RESULTS: Of the 86 analyzed cases, 46 (53%) were negative for PD-L1 IHC, 13 (15%) showed low PD-L1 expression (1-49%), and 27 (31%) were strong expressors (≥ 50%). Maximum standardized uptake value (SUVmax) demonstrated a significant ability to discriminate strong expressor cases at univariate analysis (p = 0.032), but failed to discriminate PD-L1 positive patients (PD-L1 ≥ 1%). Three radiomics features appeared the ablest to discriminate strong expressors: (1) a feature representing the average high frequency lesion content in a spherical VOI (p = 0.009); (2) a feature assessing the correlation between adjacent voxels on the high frequency lesion content (p = 0.004); (3) a feature that emphasizes the presence of small zones with similar grey levels inside the lesion (p = 0.003). The tri-variate linear discriminant model combining the three features achieved a sensitivity of 81% and a specificity of 82% in the test. The ability of radiomics to predict PD-L1 positive patients was instead scarce. CONCLUSIONS: Our data indicate a possible role of the [18F]FDG PET radiomics in predicting strong PD-L1 expression; these preliminary data need to be confirmed on larger or single-scanner series.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , B7-H1 Antigen/metabolism , Biopsy , Carcinoma, Non-Small-Cell Lung/pathology , Fluorodeoxyglucose F18 , Humans , Lung Neoplasms/pathology , Pilot Projects , Positron Emission Tomography Computed Tomography/methods , Retrospective Studies , Tomography, X-Ray Computed
2.
J Med Virol ; 93(3): 1780-1785, 2021 03.
Article in English | MEDLINE | ID: mdl-32926453

ABSTRACT

In early 2020 the new respiratory syndrome COVID-19 (caused by the zoonotic SARS-CoV-2 virus) spread like a pandemic, starting from Wuhan, China, causing severe economic depression. Despite some advances in drug treatments of medical complications in the later stages of the disease, the pandemic's death toll is tragic, as no vaccine or specific antiviral treatment is currently available. By using a systems approach, we identify the host-encoded pathway, which provides ribonucleotides to viral RNA synthesis, as a possible target. We show that methotrexate, an FDA-approved inhibitor of purine biosynthesis, potently inhibits viral RNA replication, viral protein synthesis, and virus release. The effective antiviral methotrexate concentrations are similar to those used for established human therapies using the same drug. Methotrexate should be most effective in patients at the earliest appearance of symptoms to effectively prevent viral replication, diffusion of the infection, and possibly fatal complications.


Subject(s)
Antiviral Agents/pharmacology , COVID-19/etiology , Methotrexate/pharmacology , SARS-CoV-2/drug effects , Virus Replication/drug effects , Animals , COVID-19/virology , Cell Line , Chlorocebus aethiops , Pandemics/prevention & control , RNA, Viral/genetics , Vero Cells
3.
Int J Gynecol Cancer ; 30(3): 378-382, 2020 03.
Article in English | MEDLINE | ID: mdl-32079712

ABSTRACT

OBJECTIVE: To evaluate the combination of positron emission tomography/computed tomography (PET/CT) and sentinel lymph node (SLN) biopsy in women with apparent early-stage endometrial carcinoma. The correlation between radiomics features extracted from PET images of the primary tumor and the presence of nodal metastases was also analyzed. METHODS: From November 2006 to March 2019, 167 patients with endometrial cancer were included. All women underwent PET/CT and surgical staging: 60/167 underwent systematic lymphadenectomy (Group 1) while, more recently, 107/167 underwent SLN biopsy (Group 2) with technetium-99m +blue dye or indocyanine green. Histology was used as standard reference. PET endometrial lesions were segmented (n=98); 167 radiomics features were computed inside tumor contours using standard Image Biomarker Standardization Initiative (IBSI) methods. Radiomics features associated with lymph node metastases were identified (Mann-Whitney test) in the training group (A); receiver operating characteristic (ROC) curves, area under the curve (AUC) values were computed and optimal cut-off (Youden index) were assessed in the test group (B). RESULTS: In Group 1, eight patients had nodal metastases (13%): seven correctly ridentified by PET/CT true-positive with one false-negative case. In Group 2, 27 patients (25%) had nodal metastases: 13 true-positive and 14 false-negative. Sensitivity, specificity, accuracy, positive predictive value, and negative predictive value of PET/CT for pelvic nodal metastases were 87%, 94%, 93%, 70%, and 98% in Group 1 and 48%, 97%, 85%, 87%, and 85% in Group 2, respectively. On radiomics analysis a significant association was found between the presence of lymph node metastases and 64 features. Volume-density, a measurement of shape irregularity, was the most predictive feature (p=0001, AUC=0,77, cut-off 0.35). When testing cut-off in Group B to discriminate metastatic tumors, PET false-negative findings were reduced from 14 to 8 (-43%). CONCLUSIONS: PET/CT demonstrated high specificity in detecting nodal metastases. SLN and histologic ultrastaging increased false-negative PET/CT findings, reducing the sensitivity of the technique. PET radiomics features of the primary tumor seem promising for predicting the presence of nodal metastases not detected by visual analysis.


Subject(s)
Endometrial Neoplasms/diagnostic imaging , Endometrial Neoplasms/pathology , Sentinel Lymph Node/diagnostic imaging , Sentinel Lymph Node/pathology , Endometrial Neoplasms/surgery , Female , Fluorodeoxyglucose F18 , Humans , Lymph Nodes/diagnostic imaging , Lymph Nodes/pathology , Lymph Nodes/surgery , Lymphatic Metastasis , Middle Aged , Neoplasm Staging , Positron Emission Tomography Computed Tomography/methods , Radiopharmaceuticals , Sentinel Lymph Node Biopsy/methods
4.
Int J Gynecol Cancer ; 29(8): 1298-1303, 2019 10.
Article in English | MEDLINE | ID: mdl-31366569

ABSTRACT

INTRODUCTION: 18F-fluoro-2-deoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) is a diagnostic tool widely used in oncology, but to date there are no established recommendations for its use in malignant ovarian germ cell tumors. The aim of this study was to evaluate the role of 18F-FDG PET/CT in the clinical management of patients with malignant ovarian germ cell tumors. METHODS: This was a retrospective review of 18F-FDG PET/CT scans performed in patients diagnosed with malignant ovarian germ cell tumors treated at the gynecology department of San Gerardo Hospital (Monza, Italy) from June 2006 to December 2016. Data collected included clinical history, radiological, biochemical and pathological evaluation, treatment, follow-up, outcome, and clinical indication for the PET/CT scan. PET/CT findings were categorized as negative/normal (no abnormal FDG uptake or physiological uptake), positive/abnormal (FDG uptake considered to indicate active germ cell malignancy), or equivocal (FDG uptake of uncertain significance, not clearly correlated to neoplastic disease). RESULTS: A total of 69 PET/CT scans in 37 patients were evaluated. The mean age at diagnosis was 25 years (range 20-48). The majority of patients had International Federation of Gynecology and Obstetrics (FIGO) stage I (22/37) disease and had a diagnosis of dysgerminomas (18/37). Imaging indications were initial staging before treatment (4/69, 6%), staging after inadequate staging surgery (24/69, 35%), restaging after adjuvant chemotherapy (17/69, 25%), relapse suspect (9/69, 13%), and follow-up (15/69, 21%). Pathology confirmation of PET/CT results was available in 28/69 (40.5%) studies. All negative PET/CT (15/28) cases were confirmed with laparoscopy as true negative; among 13/28 positive PET cases, histopathology confirmed 7 (54%) as true positive and 6 (46%) as false positive (5 inflammatory and 1 mature teratoma implants). Patient-based analysis showed 100% sensitivity, 71% specificity, 54% positive predictive value, 100% negative predictive value, and 79% accuracy. Clinical follow-up was available in 41 (59.4%) of 69 PET/CT images: 28/41 studies were negative and 13/41 positive. A mean follow-up of 28 months (median 15, range 5-102) confirmed negative PET/CT studies. A total of 13 positive PET/CT patients underwent chemotherapy with subsequent evidence of disease response. DISCUSSION: PET/CT in malignant ovarian germ cell tumors was mainly performed for staging after inadequate staging surgery or for restaging after adjuvant chemotherapy. PET/CT was associated with high sensitivity and negative predictive value.


Subject(s)
Fluorodeoxyglucose F18 , Neoplasms, Germ Cell and Embryonal/diagnostic imaging , Ovarian Neoplasms/diagnostic imaging , Radiopharmaceuticals , Adult , Female , Follow-Up Studies , Humans , Middle Aged , Positron Emission Tomography Computed Tomography/methods , Retrospective Studies , Young Adult
6.
Q J Nucl Med Mol Imaging ; 60(3): 264-73, 2016 09.
Article in English | MEDLINE | ID: mdl-27463889

ABSTRACT

BACKGROUND: In this paper the clinical value of PET for early prediction of tumor response to erlotinib in patients with advanced or metastatic non-small cell lung cancer (NSCLC) after failure of at least one prior chemotherapy regimen is evaluated. The aim was to compare the early metabolic treatment response using European Organization for Research and Treatment of Cancer (EORTC) 1999 recommendations and PET Response Criteria in Solid Tumors (PERCIST), and the standard treatment response using Response Evaluation Criteria in Solid Tumors (RECIST). METHODS: Twenty patients with stage IV NSCLC were enrolled prospectively. PET/CT studies were performed before, then 48 hours, and 45 days after the initiation of erlotinib treatment. The lesion with the highest uptake in each patient was evaluated according to EORTC 1999 recommendations, PERCIST and RECIST to assess metabolic and anatomic response. Response classifications were compared statistically using Wilcoxon signed-rank test. Disease-free survival (DFS) and overall survival (OS) were calculated by the Kaplan-Meier Test. RESULTS: At 48 hours, the Kaplan-Meier analysis showed that EORTC proved to be a significant prognostic factor for predicting DFS and OS. At 45 days, there was a significant difference in response evaluation between RECIST and metabolic classifications. RECIST and PERCIST were significant prognostic factors for predicting DFS and OS. EORTC was not able to discriminate responder from non-responder patients. CONCLUSIONS: This study shows that, according to the EORTC protocol, the PET exam is able to provide early identification of patients who benefit from Erlotinib treatment. Used at the end of therapy, PERCIST could be considered an appropriate metabolic evaluation method to discriminate responders from non-responders.


Subject(s)
Antineoplastic Agents/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Erlotinib Hydrochloride/therapeutic use , Lung Neoplasms/drug therapy , Adult , Aged , Carcinoma, Non-Small-Cell Lung/mortality , Disease-Free Survival , Female , Humans , Kaplan-Meier Estimate , Lung Neoplasms/mortality , Male , Middle Aged , Positron Emission Tomography Computed Tomography , Prospective Studies , Time Factors , Treatment Outcome
7.
Eur J Nucl Med Mol Imaging ; 41(4): 702-10, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24177810

ABSTRACT

PURPOSE: The aim of this study was to compare planning target volume (PTV) defined on respiratory-gated positron emission tomography (PET)/CT (RG-PET/CT) to PTV based on ungated free-breathing CT and to evaluate if RG-PET/CT can be useful to personalize PTV by tailoring the target volume to the lesion motion in lung cancer patients. METHODS: Thirteen lung cancer patients (six men, mean age 70.0 years, 1 small cell lung cancer, 12 non-small cell lung cancer) who were candidates for radiation therapy were prospectively enrolled and submitted to RG-PET/CT. Ungated free-breathing CT images obtained during a PET/CT study were visually contoured by the radiation oncologist to define standard clinical target volumes (CTV1). Standard PTV (PTV1) resulted from CTV1 with the addition of 1-cm expansion of margins in all directions. RG-PET/CT images were contoured by the nuclear medicine physician and radiation oncologist according to a standardized institutional protocol for contouring gated images. Each CT and PET image of the patient's respiratory cycle phases was contoured to obtain the RG-CT-based CTV (CTV2) and the RG-PET/CT-based CTV (CTV3), respectively. RG-CT-based and RG-PET/CT-based PTV (PTV2 and PTV3, respectively) were then derived from gated CTVs with a margin expansion of 7-8 mm in head to feet direction and 5 mm in anterior to posterior and left to right direction. The portions of gated PTV2 and PTV3 geometrically not encompassed in PTV1 (PTV2 out PTV1 and PTV3 out PTV1) were also calculated. RESULTS: Mean ± SD CTV1, CTV2 and CTV3 were 30.5 ± 33.2, 43.1 ± 43.2 and 44.8 ± 45.2 ml, respectively. CTV1 was significantly smaller than CTV2 and CTV3 (p = 0.017 and 0.009 with Student's t test, respectively). No significant difference was found between CTV2 and CTV3. Mean ± SD of PTV1, PTV2 and PTV3 were 118.7 ± 94.1, 93.8 ± 80.2 and 97.0 ± 83.9 ml, respectively. PTV1 was significantly larger than PTV2 and PTV3 (p = 0.038 and 0.043 with Student's t test, respectively). No significant difference was found between PTV2 and PTV3. Mean ± SD values of PTV2 out PTV1 and PTV3 out PTV1 were 12.8 ± 25.4 and 14.3 ± 25.9 ml, respectively. The percentage values of PTV2 out PTV1 and PTV3 out PTV1 were not lower than 10 % of PTV1 in 6/13 cases (46.2 %) and than 20 % in 3/13 cases (23.1 %). CONCLUSION: Our preliminary data showed that RG-PET/CT in lung cancer can affect not only the volume of PTV but also its shape, as demonstrated by the assessment of gated PTVs outside standard PTV. The use of a gating technique is thus crucial for better delineating PTV by tailoring the target volume to the lesion motion in lung cancer patients.


Subject(s)
Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Lung Neoplasms/diagnostic imaging , Multimodal Imaging , Positron-Emission Tomography , Respiratory-Gated Imaging Techniques , Small Cell Lung Carcinoma/diagnostic imaging , Tomography, X-Ray Computed , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged
8.
BMC Infect Dis ; 14: 131, 2014 Mar 06.
Article in English | MEDLINE | ID: mdl-24602357

ABSTRACT

BACKGROUND: Tenofovir is a widely used antiviral drug for the treatment of HIV and HBV infection. Although its side effects on renal function and bone metabolism are well known, there are no reports on focal bone lesions caused by this drug. Our case suggests this new, unusual but important scenario. CASE PRESENTATION: We report on a 46-year-old HIV-positive man treated with an antiretroviral regimen containing tenofovir who suddenly developed localized inflammatory bone lesions. The examinations performed ruled out all the disorders commonly associated with this clinical pattern, and the patient's conditions improved only after the suspension of tenofovir. CONCLUSIONS: The case study suggests a rare but severe adverse event, which should be taken into account when physicians treat HIV-positive patients with focal inflammatory bone lesions.


Subject(s)
Adenine/analogs & derivatives , Anti-HIV Agents/adverse effects , Bone Diseases/chemically induced , Bone Diseases/virology , HIV Infections/drug therapy , Organophosphonates/adverse effects , Adenine/adverse effects , Adenine/therapeutic use , Anti-HIV Agents/therapeutic use , HIV Infections/pathology , Humans , Male , Middle Aged , Organophosphonates/therapeutic use , Tenofovir
9.
J Urol ; 189(1): 105-10, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23164385

ABSTRACT

PURPOSE: The effectiveness of salvage therapy in prostate cancer is greater for low prostate specific antigen values. Therefore, early detection of tumor recurrence is warranted. [(11)C]choline positron emission tomography/computerized tomography has the potential of early restaging of prostate cancer with low prostate specific antigen, but the selection of patients at high risk for positive [(11)C]choline positron emission tomography/computerized tomography is desirable to optimize salvage therapy. MATERIALS AND METHODS: This retrospective study included 75 patients with prostate cancer with an increasing prostate specific antigen less than 1.5 ng/ml after radical prostatectomy who never received antiandrogen deprivation therapy or salvage radiotherapy who underwent [(11)C]choline positron emission tomography/computerized tomography for the restaging of disease. Binary logistic regression was used to assess predictive factors of positive [(11)C]choline positron emission tomography/computerized tomography. Included variables were trigger prostate specific antigen, prostate specific antigen doubling time, age, pathological stage and Gleason score. RESULTS: Median prostate specific antigen was 0.61 ng/ml. [(11)C]choline positron emission tomography/computerized tomography was positive in 16 of 75 patients (21%). On univariate analysis prostate specific antigen doubling time less than 6 months was the only factor significantly associated with an increased risk of positive [(11)C]choline positron emission tomography/computerized tomography (OR 7.77, 95% CI 2.34-25.80, p = 0.001). In patients with prostate specific antigen doubling time less than 6 months, the positive detection rate of [(11)C]choline positron emission tomography/computerized tomography increased to 50%. CONCLUSIONS: In patients with prostate cancer with biochemical failure after radical prostatectomy and prostate specific antigen less than 1.5 ng/ml, prostate specific antigen doubling time less than 6 months predicts positive [(11)C]choline positron emission tomography/computerized tomography. In these patients [(11)C]choline positron emission tomography/computerized tomography may reduce by 50% the number in whom salvage therapy is initiated empirically without knowing the disease location.


Subject(s)
Carbon Radioisotopes , Choline , Early Detection of Cancer/methods , Multimodal Imaging , Neoplasm Recurrence, Local/blood , Neoplasm Recurrence, Local/diagnostic imaging , Positron-Emission Tomography , Prostate-Specific Antigen/blood , Prostatic Neoplasms/blood , Prostatic Neoplasms/diagnostic imaging , Tomography, X-Ray Computed , Aged , Aged, 80 and over , Humans , Male , Middle Aged , Retrospective Studies
10.
Eur J Nucl Med Mol Imaging ; 40(2): 156-65, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23143661

ABSTRACT

PURPOSE: To assess the additional functional vascular information and the relationship between perfusion measurements and glucose metabolism (SUVmax) obtained by including a perfusion CT study in a whole-body contrast-enhanced PET/CT protocol in primary lung cancer lesions. METHODS: Enrolled in this prospective study were 34 consecutive patients with a biopsy-proven diagnosis of lung cancer who were referred for contrast-enhanced PET/CT staging. This prospective study was approved by our institutional review board, and informed consent was obtained from all patients. Perfusion CT was performed with the following parameters: 80 kV, 200 mAs, 30 scans during intravenous injection of 50 ml contrast agent, flow rate 5 ml/s. Another bolus of contrast medium (3.5 ml/s, 80 ml, 60-s delay) was administered to ensure a full diagnostic contrast-enhanced CT scan for clinical staging. The perfusion CT data were used to calculate a range of tumour vascularity parameters (blood flow, blood volume and mean transit time), and tumour FDG uptake (SUVmax) was used as a metabolic indicator. Quantitative and functional parameters were compared and in relation to location, histology and tumour size. The nonparametric Kruskal-Wallis rank sum test was used for statistical analysis. RESULTS: A cut-off value of 3 cm was used according to the TNM classification to discriminate between T1 and T2 tumours (i.e. T1b vs. T2a). There were significant perfusion differences (lower blood volumes and higher mean transit time) between tumours with diameter >30 mm and tumours with diameter <30 mm (p < 0.05; blood volume 5.6 vs. 7.1 ml/100 g, mean transit time 8.6 vs. 3.9 s, respectively). Also there was a trend for blood flow to be lower in larger lesions (p < 0.053; blood flow 153.1 vs. 98.3 ml/100 g tissue/min). Significant inverse correlations (linear regression) were found between blood volume and SUVmax in tumours with diameter >30 mm in diameter. CONCLUSION: Perfusion CT combined with PET/CT is feasible technique that may provide additional functional information about vascularity and tumour aggressiveness as a result of lower perfusion and higher metabolism shown by larger lesions.


Subject(s)
Fluorodeoxyglucose F18/pharmacology , Lung Neoplasms/pathology , Positron-Emission Tomography/methods , Tomography, X-Ray Computed/methods , Aged , Biopsy , Contrast Media/pharmacology , Feasibility Studies , Female , Humans , Image Processing, Computer-Assisted , Lung Neoplasms/diagnostic imaging , Male , Medical Oncology/methods , Middle Aged , Neoplasm Staging/methods , Perfusion , Prospective Studies
11.
Gynecol Oncol ; 130(2): 306-11, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23707673

ABSTRACT

OBJECTIVES: To evaluate the role of FDG PET/CT in the preoperative N-staging of high-risk clinical stage I endometrial cancer. The correlation between the metabolic characteristics of endometrial tumor uptake as predictors of a) lymph-node (LN) metastases and b) recurrence, was also evaluated. METHODS: Seventy-six high-risk (G2 with deep myometrial invasion, G3, serous/clear-cell carcinoma) clinical stage I endometrial cancer patients underwent preoperative PET/CT scan followed by total hysterectomy, bilateral salpingo-oophorectomy and lymphadenectomy. PET/CT images were analyzed and correlated to histological findings. Maximal and mean standardized uptake value (SUVmax, SUVmean), metabolic tumor volume (MTV), total lesion glycolysis (TLG, defined as the product between SUVmean and MTV) of endometrial lesions were calculated and correlated to: a) presence of LN metastases, b) recurrences. RESULTS: PET/CT resulted positive at LNs in 12/76 patients: 11/12 truly positive, 1/12 falsely positive. Conversely PET/CT was negative in 64/76 patients: 61/64 truly negative and 3/64 falsely negative. On pt-based analysis, sensitivity, specificity, accuracy, positive and negative predictive value of PET/CT in detecting LN metastases were 78.6%, 98.4%, 94.7%, 91.7%, 95.3%, respectively. A significant association was found between the presence of LN metastases and SUVmax (p=0.038), MTV (p=0.007), TLG (p=0.003) of the primary tumor. No correlations were found between the metabolic parameters and relapse (median follow-up 25.4months). CONCLUSIONS: In high-risk clinical stage I endometrial cancer FDG PET/CT demonstrated moderate sensitivity, high specificity and accuracy for the nodal status assessment. SUVmax, MTV and TLG of the primary tumor are significantly correlated to LN metastases, while none of these parameters is predictor of recurrence.


Subject(s)
Endometrial Neoplasms/surgery , Fluorodeoxyglucose F18 , Lymph Node Excision , Multimodal Imaging/methods , Positron-Emission Tomography , Radiopharmaceuticals , Tomography, X-Ray Computed , Aged , Endometrial Neoplasms/diagnostic imaging , Endometrial Neoplasms/metabolism , Endometrial Neoplasms/pathology , Female , Humans , Lymphatic Metastasis , Middle Aged , Neoplasm Staging , Prospective Studies , Tumor Burden
12.
Gynecol Oncol ; 131(2): 395-9, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23988414

ABSTRACT

BACKGROUND: The rate of nodal metastases in ovarian cancer macroscopically confined to the pelvis is about 15%-20%. Systematic pelvic and aortic lymphadenectomy improves staging but it is associated with increased morbidity and costs. The purpose of this study was to evaluate the role of 18F-FDG PET/CT in the pre-operative nodal metastases detection in ovarian cancer grossly confined to the pelvis. METHODS: From 2006 to 2012, 68 consecutive women with epithelial ovarian cancer confined to the pelvis underwent 18F-FDG PET/CT followed by surgery inclusive of systematic pelvic and aortic lymphadenectomy (SAPL). 18F-FDG PET/CT images were analyzed and correlated to histological examination. RESULTS: Twenty-six women underwent bilateral and 42 unilateral SAPL with 3165 nodes removed and analyzed. Median number of dissected nodes was 42 (range 16-91). Twelve women (17.6%) had nodal metastases. 18F-FDG PET/CT correctly identified 10 patients with nodal involvement. Sensitivity, specificity, accuracy, positive and negative-predictive value of 18F-FDG PET/CT in detecting nodal metastases were 83.3%, 98.2%, 95.6%, 90.9% and 96.5%, respectively, on overall patient-based, and 75.5%, 99.4%, 98.1%, 87.5% and 98.6%, respectively, on nodal lesion site-based analysis. CONCLUSION: 18F-FDG PET/CT is an accurate tool for the detection of nodal metastases. Metabolic imaging could be used to select women who could benefit from systematic lymphadenectomy. The high negative predictive value allows avoidance of SAPL in the vast majority of women, minimizing operative and post surgical complications. Further larger prospective investigation is required to confirm our data.


Subject(s)
Fluorodeoxyglucose F18 , Lymph Nodes/pathology , Multimodal Imaging/methods , Neoplasms, Glandular and Epithelial/pathology , Ovarian Neoplasms/pathology , Adult , Aged , Carcinoma, Ovarian Epithelial , Female , Humans , Lymph Node Excision , Lymph Nodes/diagnostic imaging , Lymph Nodes/surgery , Lymphatic Metastasis , Middle Aged , Neoplasm Staging , Neoplasms, Glandular and Epithelial/diagnostic imaging , Neoplasms, Glandular and Epithelial/surgery , Ovarian Neoplasms/diagnostic imaging , Ovarian Neoplasms/surgery , Positron-Emission Tomography/methods , Prospective Studies , Tomography, X-Ray Computed/methods
13.
Gynecol Oncol ; 131(3): 689-93, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24076062

ABSTRACT

OBJECTIVE: The introduction of 18-FDG-PET/CT during preoperative evaluation of patients with epithelial ovarian cancer (EOC) has led to an increase of the detection of extra-abdominal metastases. However, the clinical impact of this upstage remains unclear. METHODS: Patients with suspected advanced EOC underwent 18-FDG-PET/CT within two weeks prior to debulking surgery. RESULTS: Between 2006 and 2011 95 patients met the inclusion criteria. Based on the concordance or the discrepancy of clinical and PET/CT stage, patients were divided into 3 groups (A: clinical and PET III; B: clinical III and PET IV; C: clinical and PET IV). Twenty-five patients were upstaged from FIGO stage III to stage IV by PET/CT. The proportion of patients who achieved a residual tumor <1cm in group B and C was similar, whereas it was significantly lower compared to group A. Similarly, complete response to adjuvant chemotherapy was achieved more frequently in patients in group A. PFS was similar in the three groups (17, 17 and 12 months in group A, B and C), as well as OS (51, 41 and 35 months). CONCLUSIONS: PET/CT is able to detect distant metastases in EOC patients. The presence of extra-abdominal disease probably indicates a more aggressive disease which also shows a lower response to standard chemotherapy. However, upstaged patients have a similar prognosis compared to stage III patients, probably because intra-abdominal disease is more likely to lead patients to death. This might also explain why residual tumor is the most important prognostic factor for advanced EOC patients.


Subject(s)
Fluorodeoxyglucose F18 , Neoplasms, Glandular and Epithelial/diagnostic imaging , Ovarian Neoplasms/diagnostic imaging , Radiopharmaceuticals , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carboplatin/administration & dosage , Carcinoma, Ovarian Epithelial , Female , Humans , Middle Aged , Multimodal Imaging/methods , Neoplasm Metastasis , Neoplasm Staging , Neoplasms, Glandular and Epithelial/pathology , Neoplasms, Glandular and Epithelial/surgery , Neoplasms, Glandular and Epithelial/therapy , Ovarian Neoplasms/pathology , Ovarian Neoplasms/surgery , Ovarian Neoplasms/therapy , Paclitaxel/administration & dosage , Positron-Emission Tomography , Predictive Value of Tests , Retrospective Studies , Tomography, X-Ray Computed , Treatment Outcome
14.
Eur J Nucl Med Mol Imaging ; 39(1): 13-26, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21932120

ABSTRACT

PURPOSE: The aim of this study was to evaluate the clinical usefulness of [(11)C]choline positron emission tomography (PET)/CT in comparison with bone scintigraphy (BS) in detecting bone metastases (BM) of patients with biochemical progression after radical treatment for prostate cancer (PCa). METHODS: Seventy-eight consecutive patients with biochemical progression of PCa (mean prostate-specific antigen 21.1 ng/ml, range 0.2-500.0 ng/ml) referred for both [(11)C]choline PET/CT and BS for restaging purposes were retrospectively analysed. The diagnostic accuracy of [(11)C]choline PET/CT and BS was assessed by using morphological imaging and/or follow-up as standards of reference. As equivocal findings were found, the accuracy analysis was performed twice, once including them as positive and once as negative. A separate analysis was also performed in hormone-resistant patients and data compared with those of patients who did not receive anti-androgenic treatment. RESULTS: Equivocal findings occurred in 1 of 78 (1%) cases in [(11)C]choline PET/CT and in 21 of 78 (27%) cases in BS. Depending on their attribution as either positive or negative, the ranges of sensitivity, specificity, positive predictive value, negative predictive value and accuracy for [(11)C]choline PET/CT were 89-89%, 98-100%, 96-100%, 94-96% and 95-96%, respectively. For BS they were 100-70%, 75-100%, 68--100%, 100-86% and 83-90%, respectively. Concordant findings between [(11)C]choline PET/CT and BS occurred in 55 of 78 (71%) cases. The accuracy of [(11)C]choline PET/CT did not significantly (p = 0.30) differ between hormone-resistant patients (97%) and those who did not receive anti-androgenic treatment (95%). CONCLUSION: In clinical practice, [(11)C]choline PET/CT may not replace BS because of its lower sensitivity. However, for its high specificity, [(11)C]choline PET/CT positive findings may accurately predict the presence of BM. Equivocal findings are more frequent in BS than [(11)C]choline PET/CT.


Subject(s)
Bone Neoplasms/diagnostic imaging , Bone Neoplasms/secondary , Bone and Bones/diagnostic imaging , Choline , Multimodal Imaging , Positron-Emission Tomography , Prostate-Specific Antigen/blood , Prostatic Neoplasms/pathology , Tomography, X-Ray Computed , Aged , Aged, 80 and over , Carbon Radioisotopes , Humans , Male , Middle Aged , Prostatic Neoplasms/blood , Prostatic Neoplasms/therapy , Retrospective Studies , Sensitivity and Specificity
15.
Eur J Nucl Med Mol Imaging ; 39(9): 1381-90, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22588628

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.


Subject(s)
Lung Neoplasms/diagnostic imaging , Multimodal Imaging , Positron-Emission Tomography , Respiratory-Gated Imaging Techniques , Tomography, X-Ray Computed , Europe , Female , Four-Dimensional Computed Tomography , Humans , Image Processing, Computer-Assisted , Male , Middle Aged , Retrospective Studies
16.
Gynecol Oncol ; 127(1): 131-5, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22772064

ABSTRACT

OBJECTIVES: To evaluate the role of the metabolic characteristics of cervical tumor uptake as predictors of a) lymph node (LN) metastases, b) recurrence, in the preoperative staging of early-stage cervical cancer. METHODS: 89 patients with FIGO stage IB1 and IIA<4 cm cervical cancer were imaged with FDG-PET/CT before radical hysterectomy and pelvic lymphadenectomy. PET/CT images were analyzed and correlated to histological findings. Maximum and mean standardized uptake value (SUVmax, SUVmean), metabolic tumor volume (MTV), total lesion glycolysis (TLG) of cervical lesions were calculated by an iterative adaptive algorithm. These parameters were correlated to the presence of: a) LN metastases, b) relapse after primary treatment. RESULTS: Out of the 89 patients who underwent preoperative PET/CT scan for staging purpose, 16 were negative at cervical level: they were all pN0 and without recurrence during follow-up (mean 34.1±14.5 months). In 69 patients MTV and TLG were significantly higher (p=0.0006 and p=0.03) in pN1 patients in comparison to pN0 patients, while SUV values did not show significant differences between the two groups. No significant correlations were found between SUVmax, SUVmean, MTV, TLG and the evidence of relapse (mean follow-up 29.2±15.5 months). CONCLUSIONS: In early-stage cervical cancer MTV and TLG correlate with the presence of nodal metastases, but their clinical impact on patients management has to be clarified. The absence of pathological cervical uptake could be a good prognostic factor, while SUVmax, SUVmean, MTV, TLG of the cervical uptake have not been found predictors of recurrence.


Subject(s)
Fluorodeoxyglucose F18 , Neoplasm Recurrence, Local/diagnostic imaging , Radiopharmaceuticals , Uterine Cervical Neoplasms/diagnostic imaging , Adult , Aged , Female , Humans , Kaplan-Meier Estimate , Lymphatic Metastasis , Middle Aged , Multimodal Imaging/methods , Neoplasm Recurrence, Local/pathology , Neoplasm Staging , Positron-Emission Tomography , Predictive Value of Tests , Prospective Studies , Survival Analysis , Tomography, X-Ray Computed , Uterine Cervical Neoplasms/pathology , Uterine Cervical Neoplasms/surgery
17.
Int J Gynecol Cancer ; 22(5): 830-5, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22617479

ABSTRACT

OBJECTIVE: The purpose of this study was to assess whether there is an additional value of single-photon emission computed tomography/computed tomography (SPECT/CT) over lymphoscintigraphy (LSG) alone for sentinel node (SN) mapping in endometrial and cervical cancer. METHODS: Ten women with clinically cervical stage IA2 to stage IB1 and 25 women with stage I endometrial cancer underwent preoperative LSG for SN mapping. Technetium Tc 99m albumin nanocolloid was injected submucosally at 4 points of the cervix. Patients underwent SPECT/CT emission-transmission study at least 3 hours after standard planar images. Methylene blue was injected into the cervix just before surgery under general anesthesia. All patients underwent hysterectomy, bilateral salpingo-oophorectomy, and radical regional nodal dissection. Hot and/or blue nodes were labeled as SNs. RESULTS: Conventional planar imaging detection rate was 50%, whereas the detection rate of at least one SN with SPECT/CT was 91% (32/35); bilateral detection was achieved in 7 (39%) of 18 women in planar and in 17 (53%) of 32 women in SPECT/CT imaging, respectively. Bilateral detection was achieved in 57% of women (20/35). Sentinel nodes were located in external and internal iliac nodes (66%), obturator nodes (5%), internal iliac nodes (11%), common iliac nodes (9%), and presacral nodes (9%). Lymph node involvement was identified in 5 patients (14%). Sentinel node correctly predicted lymph node involvement in all node-positive patients. Sentinel node sensitivity and negative predictive value of SPECT/CT were 100%. CONCLUSIONS: Single photon emission computed tomography/computed tomography seems to improve intraoperative identification of SNs and provides additional useful information about the anatomic location of SNs compared to planar LSG in cervical and endometrial cancer.


Subject(s)
Endometrial Neoplasms/diagnostic imaging , Lymph Nodes/diagnostic imaging , Uterine Cervical Neoplasms/diagnostic imaging , Adult , Aged , Aged, 80 and over , Endometrial Neoplasms/surgery , Female , Humans , Lymph Node Excision , Lymph Nodes/surgery , Lymphatic Metastasis , Lymphoscintigraphy , Middle Aged , Neoplasm Staging , Preoperative Care , Prognosis , Review Literature as Topic , Sentinel Lymph Node Biopsy , Technetium Tc 99m Sulfur Colloid , Tomography, Emission-Computed, Single-Photon , Tomography, X-Ray Computed , Uterine Cervical Neoplasms/surgery
18.
Abdom Imaging ; 37(6): 1032-40, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22270580

ABSTRACT

The aim of this study was to evaluate the correlation between the changes of SUV(max) and of apparent diffusion coefficient (ADC) before and after neoadjuvant therapy, to enable us predict the therapy response, in patients with locally advanced rectal cancer (LARC). A total of 30 patients with LARC who underwent CRT were recruited for our study. All the patients underwent a whole body 18F-FDG-PET/CT scan and a pelvic MR examination including DW imaging for staging (PET/CT1 and RM1), and after the chemoradiation therapy (PET/CT2, and RM2). Histopathologic analysis of rectal specimen, according to tumor regression grade (Mandard's criteria) was used as the standard reference. MR and PET-CT images were analyzed, and measurements of ADC values and SUV(max) were taken. Diagnostic performance for selection of complete responders (TRG1-2) and overall diagnostic accuracy for each item were calculated. After neoadjuvant therapy, all patients were submitted to surgery. According to Mandard's criteria, 21 tumors showed complete (TRG1) or subtotal regression (TRG2) and were classified as responders; nine tumors were classified as non responders (TRG3, 4, and 5). In all the patients, mean value of SUV(max) in PET/CT1 was higher than those in PET/CT2 (P < 0.001), whereas mean ADC value was lower in RM1 than RM2 (P < 0.001), with a significant percentage decrease of values after the treatment (P < 0.005).The best predictors cut-off values for TRG response were SUV(max) of 4.4 and ADC of 1.28 × 10(3) mm(2)/s with sensitivity, specificity accuracy, negative predictive value, and positive predictive values of 77.3%, 88.9%, 80.7%, 61.5%, and 94.4%, respectively. We conclude from the overall data of this study that the absolute values of SUV(max) and ADC of rectal lesion after CRT were the best parameters to define the response to treatment, by differentiating fibrosis from viable tumor tissue.


Subject(s)
Diffusion Magnetic Resonance Imaging , Multimodal Imaging , Neoadjuvant Therapy , Positron-Emission Tomography , Rectal Neoplasms/pathology , Rectal Neoplasms/therapy , Tomography, X-Ray Computed , Adult , Aged , Aged, 80 and over , Chemoradiotherapy , Female , Fibrosis , Fluorodeoxyglucose F18/therapeutic use , Humans , Male , Middle Aged , Prospective Studies , Radiopharmaceuticals/therapeutic use , Radiotherapy Dosage
19.
Am J Respir Crit Care Med ; 183(9): 1193-9, 2011 May 01.
Article in English | MEDLINE | ID: mdl-21257791

ABSTRACT

RATIONALE: During acute lung injury (ALI), mechanical ventilation can aggravate inflammation by promoting alveolar distension and cyclic recruitment-derecruitment. As an estimate of the intensity of inflammation, metabolic activity can be measured by positron emission tomography imaging of [(18)F]fluoro-2-deoxy-D-glucose. OBJECTIVES: To assess the relationship between gas volume changes induced by tidal ventilation and pulmonary metabolic activity in patients with ALI. METHODS: In 13 mechanically ventilated patients with ALI and relatively high positive end-expiratory pressure, we performed a positron emission tomography scan of the chest and three computed tomography scans: at mean airway pressure, end-expiration, and end-inspiration. Metabolic activity was measured from the [(18)F]fluoro-2-deoxy-D-glucose uptake rate. The computed tomography scans were used to classify lung regions as derecruited throughout the respiratory cycle, undergoing recruitment-derecruitment, and normally aerated. MEASUREMENTS AND MAIN RESULTS: Metabolic activity of normally aerated lung was positively correlated both with plateau pressure, showing a pronounced increase above 26 to 27 cm H(2)O, and with regional Vt normalized by end-expiratory lung gas volume. This relationship did not appear to be caused by a higher underlying parenchymal metabolic activity in patients with higher plateau pressure. Regions undergoing cyclic recruitment-derecruitment did not have higher metabolic activity than those collapsed throughout the respiratory cycle. CONCLUSIONS: In patients with ALI managed with relatively high end-expiratory pressure, metabolic activity of aerated regions was associated with both plateau pressure and regional Vt normalized by end-expiratory lung gas volume, whereas no association was found between cyclic recruitment-derecruitment and increased metabolic activity.


Subject(s)
Acute Lung Injury/metabolism , Respiration, Artificial , Acute Lung Injury/diagnostic imaging , Female , Fluorodeoxyglucose F18/pharmacokinetics , Humans , Image Processing, Computer-Assisted , Inflammation/diagnostic imaging , Inflammation/metabolism , Lung/diagnostic imaging , Lung/metabolism , Male , Middle Aged , Positive-Pressure Respiration , Positron-Emission Tomography/methods , Radiopharmaceuticals/pharmacokinetics , Tidal Volume , Tomography, X-Ray Computed/methods
20.
J Appl Clin Med Phys ; 13(5): 3817, 2012 Sep 06.
Article in English | MEDLINE | ID: mdl-22955646

ABSTRACT

One of the most relevant risks in breast intraoperative electron radiotherapy (IOERT) is the incorrect positioning of the shielding disc. If such a setup error occurs, the treatment zone could receive a nonuniform dose delivery, and a considerable part of the electron beam could hit - and irradiate - the patient's healthy tissue. However misalignment and tilt angle of the shielding disc can be evaluated, but it is not possible to measure the corresponding in vivo dose distribution. This led us to develop a simulation using the Geant4 Monte Carlo toolkit to study the effects of disc configuration on dose distribution. Some parameters were investigated: the shielding factor (SF), the radiation back scattering factor (BSF), the volume-dose histogram in the treatment zone, and the maximum leakage dose (MLD) in normal tissue. A lateral shift of the disc (in the plane perpendicular to the beam axis) causes a decrease in SF (from 4% for a misalignment of 5 mm to 40% for a misalignment of 40 mm), but no relevant dose variations were found for a tilt angle until 10°. In the same uncorrected disc positions, the BSF shows no significant change. MLD rises to 3.45 Gy for a 14 mm misalignment and 4.60 Gy for 30° tilt angle when the prescribed dose is 21 Gy. The simulation results are compared with the experimental ones, and allow an a posteriori estimation of the dose distribution in the breast target and underlying healthy tissue. This information could help the surgical team choose a more correct clinical setup, and assist in quantifying the degree of success or failure of an IOERT breast treatment.


Subject(s)
Breast Neoplasms/radiotherapy , Electrons , Monte Carlo Method , Radiation Protection/instrumentation , Radiotherapy Planning, Computer-Assisted , Algorithms , Breast Neoplasms/diagnostic imaging , Computer Simulation , Female , Humans , Intraoperative Care , Phantoms, Imaging , Radiotherapy Dosage , Tomography, X-Ray Computed
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