114 results on '"Picchio M"'
Search Results
2. Radiomics and artificial intelligence
- Author
-
Catalano, OA, Ghezzo, S, Bezzi, C, Neri, I, Mapelli, P, Presotto, L, Gajate, A, Bettinardi, V, Garibotto, V, De Cobelli, F, Scifo, P, Picchio, M, Ghezzo S., Bezzi C., Neri I., Mapelli P., Presotto L., Gajate A. M. S., Bettinardi V., Garibotto V., De Cobelli F., Scifo P., Picchio M., Catalano, OA, Ghezzo, S, Bezzi, C, Neri, I, Mapelli, P, Presotto, L, Gajate, A, Bettinardi, V, Garibotto, V, De Cobelli, F, Scifo, P, Picchio, M, Ghezzo S., Bezzi C., Neri I., Mapelli P., Presotto L., Gajate A. M. S., Bettinardi V., Garibotto V., De Cobelli F., Scifo P., and Picchio M.
- Abstract
Positron emission tomography/magnetic resonance imaging (PET/MRI) is an innovative imaging technology that allows the simultaneous acquisition of metabolic, structural, and functional information for an accurate characterization of tissues. The qualitative interpretation of PET/MR images has shown great potential in tumor diagnosis, treatment planning, and follow-up. Furthermore, PET/MRI also potentially provides several quantitative imaging biomarkers, also called “radiomic features,” for tumor characterization extracted both from PET and MRI. In the new era of precision medicine, radiomics is an emerging translational field of research aiming to extract a large number of quantitative features followed by their interpretation through various analyses and integration into predictive models. In this chapter, different clinical applications of radiomics based on PET, MRI, and PET/MR images will be presented, with a specific focus on the characterization of brain tumors, breast cancer, pancreatic neuroendocrine tumors, and prostate cancer. Finally, some other applications of artificial intelligence applied to PET/MR images that can shortly enter into clinical practice will be shown.
- Published
- 2022
3. State of the art of radiomic analysis in the clinical management of prostate cancer: A systematic review
- Author
-
Ghezzo, S, Bezzi, C, Presotto, L, Mapelli, P, Bettinardi, V, Savi, A, Neri, I, Preza, E, Samanes Gajate, A, De Cobelli, F, Scifo, P, Picchio, M, Ghezzo S., Bezzi C., Presotto L., Mapelli P., Bettinardi V., Savi A., Neri I., Preza E., Samanes Gajate A. M., De Cobelli F., Scifo P., Picchio M., Ghezzo, S, Bezzi, C, Presotto, L, Mapelli, P, Bettinardi, V, Savi, A, Neri, I, Preza, E, Samanes Gajate, A, De Cobelli, F, Scifo, P, Picchio, M, Ghezzo S., Bezzi C., Presotto L., Mapelli P., Bettinardi V., Savi A., Neri I., Preza E., Samanes Gajate A. M., De Cobelli F., Scifo P., and Picchio M.
- Abstract
We present the current clinical applications of radiomics in the context of prostate cancer (PCa) management. Several online databases for original articles using a combination of the following keywords: “(radiomic or radiomics) AND (prostate cancer or prostate tumour or prostate tumor or prostate neoplasia)” have been searched. The selected papers have been pooled as focus on (i) PCa detection, (ii) assessing the clinical significance of PCa, (iii) biochemical recurrence prediction, (iv) radiation-therapy outcome prediction and treatment efficacy monitoring, (v) metastases detection, (vi) metastases prediction, (vii) prediction of extra-prostatic extension. Seventy-six studies were included for qualitative analyses. Classifiers powered with radiomic features were able to discriminate between healthy tissue and PCa and between low- and high-risk PCa. However, before radiomics can be proposed for clinical use its methods have to be standardized, and these first encouraging results need to be robustly replicated in large and independent cohorts.
- Published
- 2022
4. Endovascular administration of magnetized nanocarriers targeting brain delivery after stroke
- Author
-
Grayston, A, Zhang, Y, Garcia-Gabilondo, M, Arrue, M, Martin, A, Kopcansky, P, Timko, M, Kovac, J, Strbak, O, Castellote, L, Belloli, S, Moresco, R, Picchio, M, Roig, A, Rosell, A, Grayston A., Zhang Y., Garcia-Gabilondo M., Arrue M., Martin A., Kopcansky P., Timko M., Kovac J., Strbak O., Castellote L., Belloli S., Moresco R. M., Picchio M., Roig A., Rosell A., Grayston, A, Zhang, Y, Garcia-Gabilondo, M, Arrue, M, Martin, A, Kopcansky, P, Timko, M, Kovac, J, Strbak, O, Castellote, L, Belloli, S, Moresco, R, Picchio, M, Roig, A, Rosell, A, Grayston A., Zhang Y., Garcia-Gabilondo M., Arrue M., Martin A., Kopcansky P., Timko M., Kovac J., Strbak O., Castellote L., Belloli S., Moresco R. M., Picchio M., Roig A., and Rosell A.
- Abstract
The increasing use of mechanical thrombectomy in stroke management has opened the window to local intraarterial brain delivery of therapeutic agents. In this context, the use of nanomedicine could further improve the delivery of new treatments for specific brain targeting, tracking and guidance. In this study we take advantage of this new endovascular approach to deliver biocompatible poly(D-L-lactic-co-glycolic acid) (PLGA) nanocapsules functionalized with superparamagnetic iron oxide nanoparticles and Cy7.5 for magnetic targeting, magnetic resonance and fluorescent molecular imaging. A complete biodistribution study in naïve (n = 59) and ischemic (n = 51) mice receiving intravenous or intraarterial nanocapsules, with two different magnet devices and imaged from 30 min to 48 h, showed an extraordinary advantage of the intraarterial route for brain delivery with a specific improvement in cortical targeting when using a magnetic device in both control and ischemic conditions. Safety was evaluated in ischemic mice (n = 69) showing no signs of systemic toxicity nor increasing mortality, infarct lesions or hemorrhages. In conclusion, the challenging brain delivery of therapeutic nanomaterials could be efficiently and safely overcome with a controlled endovascular administration and magnetic targeting, which could be considered in the context of endovascular interventions for the delivery of multiple treatments for stroke.
- Published
- 2022
5. 68Ga-DOTATOC PET/MR imaging and radiomic parameters in predicting histopathological prognostic factors in patients with pancreatic neuroendocrine well-differentiated tumours
- Author
-
Mapelli, P, Bezzi, C, Palumbo, D, Canevari, C, Ghezzo, S, Samanes Gajate, A, Catalfamo, B, Messina, A, Presotto, L, Guarnaccia, A, Bettinardi, V, Muffatti, F, Andreasi, V, Schiavo Lena, M, Gianolli, L, Partelli, S, Falconi, M, Scifo, P, De Cobelli, F, Picchio, M, Mapelli P., Bezzi C., Palumbo D., Canevari C., Ghezzo S., Samanes Gajate A. M., Catalfamo B., Messina A., Presotto L., Guarnaccia A., Bettinardi V., Muffatti F., Andreasi V., Schiavo Lena M., Gianolli L., Partelli S., Falconi M., Scifo P., De Cobelli F., Picchio M., Mapelli, P, Bezzi, C, Palumbo, D, Canevari, C, Ghezzo, S, Samanes Gajate, A, Catalfamo, B, Messina, A, Presotto, L, Guarnaccia, A, Bettinardi, V, Muffatti, F, Andreasi, V, Schiavo Lena, M, Gianolli, L, Partelli, S, Falconi, M, Scifo, P, De Cobelli, F, Picchio, M, Mapelli P., Bezzi C., Palumbo D., Canevari C., Ghezzo S., Samanes Gajate A. M., Catalfamo B., Messina A., Presotto L., Guarnaccia A., Bettinardi V., Muffatti F., Andreasi V., Schiavo Lena M., Gianolli L., Partelli S., Falconi M., Scifo P., De Cobelli F., and Picchio M.
- Abstract
Purpose: To explore the role of fully hybrid 68Ga-DOTATOC PET/MR imaging and radiomic parameters in predicting histopathological prognostic factors in patients with pancreatic neuroendocrine tumours (PanNETs) undergoing surgery. Methods: One hundred eighty-seven consecutive 68Ga-DOTATOC PET/MRI scans (March 2018–June 2020) performed for gastroenteropancreatic neuroendocrine tumour were retrospectively evaluated; 16/187 patients met the eligibility criteria (68Ga-DOTATOC PET/MRI for preoperative staging of PanNET and availability of histological data). PET/MR scans were qualitatively and quantitatively interpreted, and the following imaging parameters were derived: PET-derived SUVmax, SUVmean, somatostatin receptor density (SRD), total lesion somatostatin receptor density (TLSRD), and MRI-derived apparent diffusion coefficient (ADC), arterial and late enhancement, necrosis, cystic degeneration, and maximum diameter. Additionally, first-, second-, and higher-order radiomic parameters were extracted from both PET and MRI scans. Correlations with several PanNETs’ histopathological prognostic factors were evaluated using Spearman’s coefficient, while the area under the curve (AUC) of the receiver operating characteristic (ROC) curve was used to evaluate parameters’ predictive performance. Results: Primary tumour was detected in all 16 patients (15/16 by 68Ga-DOTATOC PET and 16/16 by MRI). SUVmax and SUVmean resulted good predictors of lymphnodal (LN) involvement (AUC of 0.850 and 0.783, respectively). Second-order radiomic parameters GrayLevelVariance and HighGrayLevelZoneEmphasis extracted from T2 MRI demonstrated significant correlations with LN involvement (adjusted p = 0.009), also showing good predictive performance (AUC = 0.992). Conclusion: This study demonstrates the role of the fully hybrid PET/MRI tool for the synergic function of imaging parameters extracted by the two modalities and highlights the potentiality of imaging and radiomic parameters in assessing h
- Published
- 2022
6. The potential role of osteoporosis in unspecific [18F]PSMA-1007 bone uptake
- Author
-
Ninatti, G, Pini, C, Gelardi, F, Ghezzo, S, Mapelli, P, Picchio, M, Antunovic, L, Briganti, A, Montorsi, F, Landoni, C, Sollini, M, Chiti, A, Ninatti, Gaia, Pini, Cristiano, Gelardi, Fabrizia, Ghezzo, Samuele, Mapelli, Paola, Picchio, Maria, Antunovic, Lidija, Briganti, Alberto, Montorsi, Francesco, Landoni, Claudio, Sollini, Martina, Chiti, Arturo, Ninatti, G, Pini, C, Gelardi, F, Ghezzo, S, Mapelli, P, Picchio, M, Antunovic, L, Briganti, A, Montorsi, F, Landoni, C, Sollini, M, Chiti, A, Ninatti, Gaia, Pini, Cristiano, Gelardi, Fabrizia, Ghezzo, Samuele, Mapelli, Paola, Picchio, Maria, Antunovic, Lidija, Briganti, Alberto, Montorsi, Francesco, Landoni, Claudio, Sollini, Martina, and Chiti, Arturo
- Abstract
Aim: Unspecific bone uptake is one of the main limitations of PET imaging with some PSMA-targeting radiopharmaceuticals, especially with [18F]PSMA-1007. We explored the potential association between osteoporosis and the occurrence of unspecific [18F]PSMA-1007 bone uptake investigating markers which might correlate with bone mineral density. Materials and methods: We retrospectively analyzed treatment-naïve patients with a confirmed diagnosis of prostate adenocarcinoma who underwent staging [18F]PSMA-1007 positron emission tomography (PET). Qualitative image analysis was performed independently by three experienced nuclear medicine physicians. Patients were divided in two groups according to the presence/absence of unspecific bone uptake. Clinical information, blood count parameters (assessed within 3 months to the PET scan), body mass index (BMI), and bone density as estimated by computed tomography were collected. The Kruskal–Wallis and t-test were used to compare parameters. Results: We analyzed 77 patients: 29 of them (38%) had unspecific bone uptake at [18F]PSMA-1007 PET, most commonly in the pelvic bones (69%) and ribs (62%). We did not find any significant difference in clinical parameters in the two groups. In patients with unspecific bone uptake, white blood cell, and neutrophil counts were significantly higher; in the same group, we observed lower values of BMI and bone density, although not statistically different. Conclusions: We observed unspecific bone uptake on [18F]PSMA-1007 PET in more than 1/3 of patients. In this exploratory analysis, we found a significant correlation between blood count parameters and unspecific [18F]PSMA-1007 bone uptake. We may speculate that [18F]PSMA-1007 unspecific bone uptake could be associated with osteoporosis. This hypothesis needs to be further investigated in larger populations and exploring more specific markers of osteoporosis.
- Published
- 2023
7. Predictors of PSMA PET Positivity: Analysis in a Selected Cohort of Biochemical Recurrence Prostate Cancer Patients after Radical Prostatectomy
- Author
-
Mapelli, P, Ghezzo, S, Pini, C, Samanes Gajate, A, Spataro, A, Bezzi, C, Landoni, C, Scifo, P, Briganti, A, Chiti, A, Picchio, M, Mapelli, Paola, Ghezzo, Samuele, Pini, Cristiano, Samanes Gajate, Ana Maria, Spataro, Alessandro, Bezzi, Carolina, Landoni, Claudio, Scifo, Paola, Briganti, Alberto, Chiti, Arturo, Picchio, Maria, Mapelli, P, Ghezzo, S, Pini, C, Samanes Gajate, A, Spataro, A, Bezzi, C, Landoni, C, Scifo, P, Briganti, A, Chiti, A, Picchio, M, Mapelli, Paola, Ghezzo, Samuele, Pini, Cristiano, Samanes Gajate, Ana Maria, Spataro, Alessandro, Bezzi, Carolina, Landoni, Claudio, Scifo, Paola, Briganti, Alberto, Chiti, Arturo, and Picchio, Maria
- Abstract
Localized prostate cancer (PCa) can be treated with radical prostatectomy (RP). Up to 30% of patients undergoing this procedure experience biochemical recurrence (BCR), namely the rise in serum prostate-specific antigen (PSA) levels during the post-surgical follow-up, requiring further treatments and with the risk of severe disease progression. Currently, the most accurate imaging technique to confirm, detect, and locate disease relapses in BCR patients is prostate-specific membrane antigen (PSMA)-targeted PET, as recommended by international clinical guidelines. The aim of the study was to investigate potential clinical and pathological predictors of PSMA PET positivity, validated by clinical and instrumental follow-up or histopathological data. In this study, a selected cohort of BCR patients after RP and no other PCa-related therapy who underwent either PSMA PET/CT or PSMA PET/MRI has been analysed. Among the considered predictors, both pathological staging after RP equal or higher than pT3a and higher PSA levels at the time of the scan were significantly correlated with PSMA PET positivity on multivariate logistic regression analysis. As expected, PSMA PET confirmed its role as an accurate imaging technique in the setting of BCR in PCa. These findings may inform appropriate and tailored patient selection and scan timing to optimize and fully exploit this powerful diagnostic tool.
- Published
- 2023
8. Preliminary results of an ongoing prospective clinical trial on the use of68ga-psma and68ga-dota-rm2 pet/mri in staging of high-risk prostate cancer patients
- Author
-
Mapelli, P, Ghezzo, S, Samanes Gajate, A, Preza, E, Brembilla, G, Cucchiara, V, Ahmed, N, Bezzi, C, Presotto, L, Bettinardi, V, Savi, A, Magnani, P, Menichini, R, Coliva, A, Neri, I, Di Gaeta, E, Gianolli, L, Freschi, M, Briganti, A, De Cobelli, F, Scifo, P, Picchio, M, Mapelli P., Ghezzo S., Samanes Gajate A. M., Preza E., Brembilla G., Cucchiara V., Ahmed N., Bezzi C., Presotto L., Bettinardi V., Savi A., Magnani P., Menichini R., Coliva A., Neri I., Di Gaeta E., Gianolli L., Freschi M., Briganti A., De Cobelli F., Scifo P., Picchio M., Mapelli, P, Ghezzo, S, Samanes Gajate, A, Preza, E, Brembilla, G, Cucchiara, V, Ahmed, N, Bezzi, C, Presotto, L, Bettinardi, V, Savi, A, Magnani, P, Menichini, R, Coliva, A, Neri, I, Di Gaeta, E, Gianolli, L, Freschi, M, Briganti, A, De Cobelli, F, Scifo, P, Picchio, M, Mapelli P., Ghezzo S., Samanes Gajate A. M., Preza E., Brembilla G., Cucchiara V., Ahmed N., Bezzi C., Presotto L., Bettinardi V., Savi A., Magnani P., Menichini R., Coliva A., Neri I., Di Gaeta E., Gianolli L., Freschi M., Briganti A., De Cobelli F., Scifo P., and Picchio M.
- Abstract
The aim of the present study is to investigate the synergic role of68Ga-PSMA PET/MRI and68Ga-DOTA-RM2 PET/MRI in prostate cancer (PCa) staging. We present pilot data on twenty-two patients with biopsy-proven PCa that underwent68Ga-PSMA PET/MRI for staging purposes, with 19/22 also undergoing68Gaa-DOTA-RM2 PET/MRI. TNM classification based on image findings was performed and quantitative imaging parameters were collected for each scan. Furthermore, twelve patients underwent radical prostatectomy with the availability of histological data that were used as the gold standard to validate intraprostatic findings. A DICE score between regions of interest manually segmented on the primary tumour on68Ga-PSMA PET,68Ga-DOTA-RM2 PET and on T2 MRI was computed. All imaging modalities detected the primary PCa in 18/19 patients, with68Ga-DOTA-RM2 PET not detecting any lesion in 1/19 patients. In the remaining patients,68Ga-PSMA and MRI were concordant. Seven patients presented seminal vesicles involvement on MRI, with two of these being also detected by68Ga-PSMA, and68Ga-DOTA-RM2 PET being negative. Regarding extraprostatic disease,68Ga-PSMA PET,68Ga-DOTA-RM2 PET and MRI resulted positive in seven, four and five patients at lymph-nodal level, respectively, and at a bone level in three, zero and one patients, respectively. These preliminary results suggest the potential complementary role of68Ga-PSMA PET,68Ga-DOTA-RM2 PET and MRI in PCa characterization during the staging phase.
- Published
- 2021
9. Radiomics in pancreatic neuroendocrine tumors: methodological issues and clinical significance
- Author
-
Bezzi, C, Mapelli, P, Presotto, L, Neri, I, Scifo, P, Savi, A, Bettinardi, V, Partelli, S, Gianolli, L, Falconi, M, Picchio, M, Bezzi C., Mapelli P., Presotto L., Neri I., Scifo P., Savi A., Bettinardi V., Partelli S., Gianolli L., Falconi M., Picchio M., Bezzi, C, Mapelli, P, Presotto, L, Neri, I, Scifo, P, Savi, A, Bettinardi, V, Partelli, S, Gianolli, L, Falconi, M, Picchio, M, Bezzi C., Mapelli P., Presotto L., Neri I., Scifo P., Savi A., Bettinardi V., Partelli S., Gianolli L., Falconi M., and Picchio M.
- Abstract
Purpose: To present the state-of-art of radiomics in the context of pancreatic neuroendocrine tumors (PanNETs), with a focus on the methodological and technical approaches used, to support the search of guidelines for optimal applications. Furthermore, an up-to-date overview of the current clinical applications of radiomics in the field of PanNETs is provided. Methods: Original articles were searched on PubMed and Science Direct with specific keywords. Evaluations of the selected studies have been focused mainly on (i) the general radiomic workflow and the assessment of radiomic features robustness/reproducibility, as well as on the major clinical applications and investigations accomplished so far with radiomics in the field of PanNETs: (ii) grade prediction, (iii) differential diagnosis from other neoplasms, (iv) assessment of tumor behavior and aggressiveness, and (v) treatment response prediction. Results: Thirty-one articles involving PanNETs radiomic-related objectives were selected. In regard to the grade differentiation task, yielded AUCs are currently in the range of 0.7–0.9. For differential diagnosis, the majority of studies are still focused on the preliminary identification of discriminative radiomic features. Limited information is known on the prediction of tumors aggressiveness and of treatment response. Conclusions: Radiomics is recently expanding in the setting of PanNETs. From the analysis of the published data, it is emerging how, prior to clinical application, further validations are necessary and methodological implementations require optimization. Nevertheless, this new discipline might have the potential in assisting the current urgent need of improving the management strategies in PanNETs patients.
- Published
- 2021
10. Dual tracer 68Ga-DOTATOC and 18F-FDG PET/computed tomography radiomics in pancreatic neuroendocrine neoplasms: An endearing tool for preoperative risk assessment
- Author
-
Mapelli, P, Partelli, S, Salgarello, M, Doraku, J, Pasetto, S, Rancoita, P, Muffatti, F, Bettinardi, V, Presotto, L, Andreasi, V, Gianolli, L, Picchio, M, Falconi, M, Mapelli P., Partelli S., Salgarello M., Doraku J., Pasetto S., Rancoita P. M. V., Muffatti F., Bettinardi V., Presotto L., Andreasi V., Gianolli L., Picchio M., Falconi M., Mapelli, P, Partelli, S, Salgarello, M, Doraku, J, Pasetto, S, Rancoita, P, Muffatti, F, Bettinardi, V, Presotto, L, Andreasi, V, Gianolli, L, Picchio, M, Falconi, M, Mapelli P., Partelli S., Salgarello M., Doraku J., Pasetto S., Rancoita P. M. V., Muffatti F., Bettinardi V., Presotto L., Andreasi V., Gianolli L., Picchio M., and Falconi M.
- Abstract
Aim To explore the potentiality of radiomics analysis, performed on 68Ga-DOTATOC and fluorine-18-fluorodeoxyglucose (18F-FDG) PET/computed tomography (CT) images, in predicting tumour aggressiveness and outcome in patients candidate to surgery for pancreatic neuroendocrine neoplasms (PanNENs). Patients and methods Retrospective study including 61 patients who underwent 68Ga-DOTATOC and 18F-FDG PET/CT before surgery for PanNEN. Semiquantitative variables [SUVmax and somatostatin receptor density (SRD) for 68Ga-DOTATOC PET; SUVmax and MTV for 18F-FDG PET] and texture features [intensity variability, size zone variability (SZV), zone percentage, entropy; homogeneity, dissimilarity and coefficient of variation (Co-V)] have been analysed to evaluate their possible role in predicting tumour characteristics. Principal component analysis (PCA) was firstly performed and then multiple regression analyses were performed by using the extracted principal components. Results Regarding 68Ga-DOTATOC PET, SZV, entropy, intensity variability and SRD were predictive for tumour dimension. Regarding 18F-FDG PET, intensity variability, SZV, homogeneity, SUVmax and MTV were predictive for tumour dimension. Four principal components were extracted from PCA: PC1 correlated with all 18F-FDG variables, while PC2, PC3 and PC4 with 68Ga-DOTATOC variables. PC1 was the only significantly predicting angioinvasion (P = 0.0222); PC4 was the only one significantly predicting lymph nodal involvement (P = 0.0151). All principal components except PC4 significantly predicted tumour dimension (P <0.0001 for PC1, P = 0.0016 for PC2 and P < 0.0001 for PC3). Co-V from 68Ga-DOTATOC PET/CT was predictive of the outcome. Conclusion Specific texture features derived from preoperative 68Ga-DOTATOC and 18F-FDG PET/CT could noninvasively predict specific tumour characteristics and patients' outcome, delineating the potential role of dual tracer technique and texture analysis in the risk assessment of patients
- Published
- 2020
11. The Impacts of Free Universal Elderly Care on the Supply of Informal Care and Labour Supply*
- Author
-
Hollingsworth, B., Ohinata, A., Picchio, M., Walker, I., Hollingsworth, B., Ohinata, A., Picchio, M., and Walker, I.
- Abstract
This paper investigates the impact of introducing universal free formal personal care on informal caregiving behaviour in Scotland – in particular, we explore the extent to which free formal care might crowd out the supply of informal care. We estimate, in a difference-in-differences framework, that such a reform would: reduce the probability of co-residential informal caregiving (usually, provided by spouses) by around 18% and, conditional on co-residential caring, reduce such informal care by 1.3 hours per week. These estimates suggest that an additional hour of formal care displaces approximately 1 hour of such informal care. However, we find no displacement effect on extra-residential informal caring (often supplied by adult daughters). We also find evidence of increases in labour market participation and hours worked.
- Published
- 2022
12. The Impacts of Free Universal Elderly Care on the Supply of Informal Care and Labour Supply*
- Author
-
Hollingsworth, B., Ohinata, A., Picchio, M., Walker, I., Hollingsworth, B., Ohinata, A., Picchio, M., and Walker, I.
- Abstract
This paper investigates the impact of introducing universal free formal personal care on informal caregiving behaviour in Scotland – in particular, we explore the extent to which free formal care might crowd out the supply of informal care. We estimate, in a difference-in-differences framework, that such a reform would: reduce the probability of co-residential informal caregiving (usually, provided by spouses) by around 18% and, conditional on co-residential caring, reduce such informal care by 1.3 hours per week. These estimates suggest that an additional hour of formal care displaces approximately 1 hour of such informal care. However, we find no displacement effect on extra-residential informal caring (often supplied by adult daughters). We also find evidence of increases in labour market participation and hours worked.
- Published
- 2022
13. Development of a new toolbox for mouse PET-CT brain image analysis fully based on CT images and validation in a PD mouse model
- Author
-
Presotto, L, Bettinardi, V, Mercatelli, D, Picchio, M, Morari, M, Moresco, R, Belloli, S, Moresco, R M, Belloli, Sara, Presotto, L, Bettinardi, V, Mercatelli, D, Picchio, M, Morari, M, Moresco, R, Belloli, S, Moresco, R M, and Belloli, Sara
- Abstract
Automatic analysis toolboxes are popular in brain image analysis, both in clinical and in preclinical practices. In this regard, we proposed a new toolbox for mouse PET–CT brain image analysis including a new Statistical Parametric Mapping-based template and a pipeline for image registration of PET–CT images based on CT images. The new templates is compatible with the common coordinate framework (CCFv3) of the Allen Reference Atlas (ARA) while the CT based registration step allows to facilitate the analysis of mouse PET–CT brain images. From the ARA template, we identified 27 volumes of interest that are relevant for in vivo imaging studies and provided binary atlas to describe them. We acquired 20 C57BL/6 mice with [18F]FDG PET–CT, and 12 of them underwent 3D T2-weighted high-resolution MR scans. All images were elastically registered to the ARA atlas and then averaged. High-resolution MR images were used to validate a CT-based registration pipeline. The resulting method was applied to a mouse model of Parkinson’s disease subjected to a test–retest study (n = 6) with the TSPO-specific radioligand [18F]VC701. The identification of regions of microglia/macrophage activation was performed in comparison to the Ma and Mirrione template. The new toolbox identified 11 (6 after false discovery rate adjustment, FDR) brain sub-areas of significant [18F]VC701 uptake increase versus the 4 (3 after FDR) macro-regions identified by the Ma and Mirrione template. Moreover, these 11 areas are functionally connected as found by applying the Mouse Connectivity tool of ARA. In conclusion, we developed a mouse brain atlas tool optimized for PET–CT imaging analysis that does not require MR. This tool conforms to the CCFv3 of ARA and could be applied to the analysis of mouse brain disease models.
- Published
- 2022
14. Decoding the Heterogeneity of Malignant Gliomas by PET and MRI for Spatial Habitat Analysis of Hypoxia, Perfusion, and Diffusion Imaging: A Preliminary Study
- Author
-
Bailo, M, Pecco, N, Callea, M, Scifo, P, Gagliardi, F, Presotto, L, Bettinardi, V, Fallanca, F, Mapelli, P, Gianolli, L, Doglioni, C, Anzalone, N, Picchio, M, Mortini, P, Falini, A, Castellano, A, Bailo, Michele, Pecco, Nicolò, Callea, Marcella, Scifo, Paola, Gagliardi, Filippo, Presotto, Luca, Bettinardi, Valentino, Fallanca, Federico, Mapelli, Paola, Gianolli, Luigi, Doglioni, Claudio, Anzalone, Nicoletta, Picchio, Maria, Mortini, Pietro, Falini, Andrea, Castellano, Antonella, Bailo, M, Pecco, N, Callea, M, Scifo, P, Gagliardi, F, Presotto, L, Bettinardi, V, Fallanca, F, Mapelli, P, Gianolli, L, Doglioni, C, Anzalone, N, Picchio, M, Mortini, P, Falini, A, Castellano, A, Bailo, Michele, Pecco, Nicolò, Callea, Marcella, Scifo, Paola, Gagliardi, Filippo, Presotto, Luca, Bettinardi, Valentino, Fallanca, Federico, Mapelli, Paola, Gianolli, Luigi, Doglioni, Claudio, Anzalone, Nicoletta, Picchio, Maria, Mortini, Pietro, Falini, Andrea, and Castellano, Antonella
- Abstract
Background: Tumor heterogeneity poses major clinical challenges in high-grade gliomas (HGGs). Quantitative radiomic analysis with spatial tumor habitat clustering represents an innovative, non-invasive approach to represent and quantify tumor microenvironment heterogeneity. To date, habitat imaging has been applied mainly on conventional magnetic resonance imaging (MRI), although virtually extendible to any imaging modality, including advanced MRI techniques such as perfusion and diffusion MRI as well as positron emission tomography (PET) imaging. Objectives: This study aims to evaluate an innovative PET and MRI approach for assessing hypoxia, perfusion, and tissue diffusion in HGGs and derive a combined map for clustering of intra-tumor heterogeneity. Materials and Methods: Seventeen patients harboring HGGs underwent a pre-operative acquisition of MR perfusion (PWI), Diffusion (dMRI) and 18F-labeled fluoroazomycinarabinoside (18F-FAZA) PET imaging to evaluate tumor vascularization, cellularity, and hypoxia, respectively. Tumor volumes were segmented on fluid-attenuated inversion recovery (FLAIR) and T1 post-contrast images, and voxel-wise clustering of each quantitative imaging map identified eight combined PET and physiologic MRI habitats. Habitats’ spatial distribution, quantitative features and histopathological characteristics were analyzed. Results: A highly reproducible distribution pattern of the clusters was observed among different cases, particularly with respect to morphological landmarks as the necrotic core, contrast-enhancing vital tumor, and peritumoral infiltration and edema, providing valuable supplementary information to conventional imaging. A preliminary analysis, performed on stereotactic bioptic samples where exact intracranial coordinates were available, identified a reliable correlation between the expected microenvironment of the different spatial habitats and the actual histopathological features. A trend toward a higher representation of
- Published
- 2022
15. Evaluation of a 2D UNet-Based Attenuation Correction Methodology for PET/MR Brain Studies
- Author
-
Presotto, L, Bettinardi, V, Bagnalasta, M, Scifo, P, Savi, A, Vanoli, E, Fallanca, F, Picchio, M, Perani, D, Gianolli, L, De Bernardi, E, Presotto, Luca, Bettinardi, Valentino, Bagnalasta, Matteo, Scifo, Paola, Savi, Annarita, Vanoli, Emilia Giovanna, Fallanca, Federico, Picchio, Maria, Perani, Daniela, Gianolli, Luigi, De Bernardi, Elisabetta, Presotto, L, Bettinardi, V, Bagnalasta, M, Scifo, P, Savi, A, Vanoli, E, Fallanca, F, Picchio, M, Perani, D, Gianolli, L, De Bernardi, E, Presotto, Luca, Bettinardi, Valentino, Bagnalasta, Matteo, Scifo, Paola, Savi, Annarita, Vanoli, Emilia Giovanna, Fallanca, Federico, Picchio, Maria, Perani, Daniela, Gianolli, Luigi, and De Bernardi, Elisabetta
- Abstract
Deep learning (DL) strategies applied to magnetic resonance (MR) images in positron emission tomography (PET)/MR can provide synthetic attenuation correction (AC) maps, and consequently PET images, more accurate than segmentation or atlas-registration strategies. As first objective, we aim to investigate the best MR image to be used and the best point of the AC pipeline to insert the synthetic map in. Sixteen patients underwent a 18F-fluorodeoxyglucose (FDG) PET/computed tomography (CT) and a PET/MR brain study in the same day. PET/CT images were reconstructed with attenuation maps obtained: (1) from CT (reference), (2) from MR with an atlas-based and a segmentation-based method and (3) with a 2D UNet trained on MR image/attenuation map pairs. As for MR, T1-weighted and Zero Time Echo (ZTE) images were considered; as for attenuation maps, CTs and 511 keV low-resolution attenuation maps were assessed. As second objective, we assessed the ability of DL strategies to provide proper AC maps in presence of cranial anatomy alterations due to surgery. Three 11C-methionine (METH) PET/MR studies were considered. PET images were reconstructed with attenuation maps obtained: (1) from diagnostic coregistered CT (reference), (2) from MR with an atlas-based and a segmentation-based method and (3) with 2D UNets trained on the sixteen FDG anatomically normal patients. Only UNets taking ZTE images in input were considered. FDG and METH PET images were quantitatively evaluated. As for anatomically normal FDG patients, UNet AC models generally provide an uptake estimate with lower bias than atlas-based or segmentation-based methods. The intersubject average bias on images corrected with UNet AC maps is always smaller than 1.5%, except for AC maps generated on too coarse grids. The intersubject bias variability is the lowest (always lower than 2%) for UNet AC maps coming from ZTE images, larger for other methods. UNet models working on MR ZTE images and generating synthetic CT or 511 k
- Published
- 2022
16. Mental health effects of retirement
- Author
-
van Ours, Jan, Picchio, M, van Ours, Jan, and Picchio, M
- Published
- 2020
17. Clinical PET imaging of tumour hypoxia in lung cancer
- Author
-
Incerti, E, Mapelli, P, Vuozzo, M, Fallanca, F, Monterisi, C, Bettinardi, V, Moresco, R, Gianolli, L, Picchio, M, Incerti E., Mapelli P., Vuozzo M., Fallanca F., Monterisi C., Bettinardi V., Moresco R. M., Gianolli L., Picchio M., Incerti, E, Mapelli, P, Vuozzo, M, Fallanca, F, Monterisi, C, Bettinardi, V, Moresco, R, Gianolli, L, Picchio, M, Incerti E., Mapelli P., Vuozzo M., Fallanca F., Monterisi C., Bettinardi V., Moresco R. M., Gianolli L., and Picchio M.
- Abstract
Purpose: The aim of the present systematic review was to provide an overview on the different positron emission tomography (PET) hypoxia radiotracers in the clinical setting of lung cancer. Methods: We performed a comprehensive literature review on the role of PET hypoxia imaging in lung cancer using the electronic databases PubMed and Scopus to select English written language articles on humans from January 2007 to February 2017. The following keywords have been used: “hypoxia” or “hypoxic” and “PET” and “lung cancer”. Reviews, clinical reports, and editorial articles were excluded. Results: Originally, we considered 76 manuscripts, coming to a selection of 37 original articles. In particular, the selected original articles included the following PET radiotracer categories: nitroimidazole compounds, glucose analogue and bis(thiosemicarbazone) complexes. PET radiotracers, particularly nitroimidazole compounds, are the most suitable method to directly identify the presence of hypoxia in lung cancer. Conclusions: Based on the literature review, the definition of the role of clinical application of PET hypoxia radiotracers has been provided reporting that in vivo hypoxia imaging is needed for effective treatment selection, individual treatment planning, and treatment monitoring in oncology.
- Published
- 2017
18. International consensus on diverticulosis and diverticular disease. Statements from the 3rd international symposium on diverticular disease
- Author
-
Tursi, A., Brandimarte, G., Di Mario, F., Lanas, A., Scarpignato, C., Bafutto, M., Barbara, G., Bassotti, G., Binda, G. A., Biondi, Alberto, Biondo, S., Cambie, G., Cassieri, C., Crucitti, Antonio, Dumitrascu, D. L., Elisei, W., Escalante, R., Herszenyi, L., Kruis, W., Kupcinskas, J., Lahat, A., Lecca, P. G., Maconi, G., Malfertheiner, P., Mazzari, A., Mearin, F., Milosavljevic, T., Nardone, G., de Oliveira, E. C., Papa, Alfredo, Papagrigoriadis, S., Pera, M., Persiani, Roberto, Picchio, M., Regula, J., Stimac, D., Stollman, N., Strate, L. L., Violi, A., Walker, M. M. D., Biondi A. (ORCID:0000-0002-2470-7858), Crucitti A. (ORCID:0000-0003-3496-4185), Persiani R. (ORCID:0000-0002-1537-5097), Tursi, A., Brandimarte, G., Di Mario, F., Lanas, A., Scarpignato, C., Bafutto, M., Barbara, G., Bassotti, G., Binda, G. A., Biondi, Alberto, Biondo, S., Cambie, G., Cassieri, C., Crucitti, Antonio, Dumitrascu, D. L., Elisei, W., Escalante, R., Herszenyi, L., Kruis, W., Kupcinskas, J., Lahat, A., Lecca, P. G., Maconi, G., Malfertheiner, P., Mazzari, A., Mearin, F., Milosavljevic, T., Nardone, G., de Oliveira, E. C., Papa, Alfredo, Papagrigoriadis, S., Pera, M., Persiani, Roberto, Picchio, M., Regula, J., Stimac, D., Stollman, N., Strate, L. L., Violi, A., Walker, M. M. D., Biondi A. (ORCID:0000-0002-2470-7858), Crucitti A. (ORCID:0000-0003-3496-4185), and Persiani R. (ORCID:0000-0002-1537-5097)
- Abstract
The statements produced by the Chairmen and Speakers of the 3rd International Symposium on Diverticular Disease, held in Madrid on April 11th-13th 2019, are reported. Topics such as current and evolving concepts on the pathogenesis, the course of the disease, the news in diagnosing, hot topics in medical and surgical treatments, and finally, critical issues on the disease were reviewed by the Chairmen who proposed 39 statements graded according to level of evidence and strength of recommendation. Each topic was explored focusing on the more relevant clinical questions. The vote was conducted on a 6-point scale and consensus was defined a priori as 67% agreement of the participants. The voting group consisted of 124 physicians from 18 countries, and agreement with all statements was provided. Comments were added explaining some controversial areas.
- Published
- 2019
19. Individual participant data pooled-analysis of risk factors for recurrence after neoadjuvant radiotherapy and transanal local excision of rectal cancer: the PARTTLE study.
- Author
-
Arezzo, A, Lo Secco, G, Passera, R, Esposito, L, Guerrieri, M, Ortenzi, M, Bujko, K, Perez, Ro, Habr-Gama, A, Stipa, F, Picchio, M, Restivo, A, Zorcolo, L, Coco, Claudio, Rizzo, Gianluca, Mistrangelo, M, Morino, M., Coco C (ORCID:0000-0002-4713-7093), Rizzo G, Arezzo, A, Lo Secco, G, Passera, R, Esposito, L, Guerrieri, M, Ortenzi, M, Bujko, K, Perez, Ro, Habr-Gama, A, Stipa, F, Picchio, M, Restivo, A, Zorcolo, L, Coco, Claudio, Rizzo, Gianluca, Mistrangelo, M, Morino, M., Coco C (ORCID:0000-0002-4713-7093), and Rizzo G
- Abstract
BACKGROUND: An organ-preserving strategy may be a valid alternative in the treatment of selected patients with rectal cancer after neoadjuvant radiotherapy. Preoperative assessment of the risk for tumor recurrence is a key component of surgical planning. The aim of the present study was to increase the current knowledge on the risk factors for tumor recurrence. METHODS: The present study included individual participant data of published studies on rectal cancer surgery. The literature was reviewed according to according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses of Individual Participant Data checklist (PRISMA-IPD) guidelines. Series of patients, whose data were collected prospectively, having neoadjuvant radiotherapy followed by transanal local excision for rectal cancer were reviewed. Three independent series of univariate/multivariate binary logistic regression models were estimated for the risk of local, systemic and overall recurrence, respectively. RESULTS: We identified 15 studies, and 7 centers provided individual data on 517 patients. The multivariate analysis showed higher local and overall recurrences for ypT3 stage (OR 4.79; 95% CI 2.25-10.16 and OR 6.43 95% CI 3.33-12.42), tumor size after radiotherapy > 10 mm (OR 5.86 95% CI 2.33-14.74 and OR 3.14 95% CI 1.68-5.87), and lack of combined chemotherapy (OR 3.68 95% CI 1.78-7.62 and OR 2.09 95% CI 1.10-3.97), while ypT3 was the only factor correlated with systemic recurrence (OR 5.93). The analysis of survival curves shows that the overall survival is associated with ypT and not with cT. CONCLUSIONS: Local excision should be offered with caution after neoadjuvant chemoradiotherapy to selected patients with rectal cancers, who achieved a good response to neoadjuvant chemoradiotherapy.
- Published
- 2019
20. Labour Supply Effects of Winning a Lottery
- Author
-
Picchio, M, Suetens, S, van Ours, JC, Picchio, M, Suetens, S, and van Ours, JC
- Abstract
Our article investigates how winning a substantial lottery prize affects labour supply. Analysing data from Dutch State Lottery winners, we find that winning a lottery prize reduces labour earnings in the year of the winning, as well as in the years after the winning. This suggests that winning a lottery prize makes one work fewer hours. The effects are small but statistically significant. We do not find a significant effect of lottery prizes on the probability of being employed.
- Published
- 2018
21. Added diagnostic value of respiratory-gated 4D 18F–FDG PET/CT in the detection of liver lesions: a multicenter study
- Author
-
Crivellaro, C, De Ponti, E, Elisei, F, Morzenti, S, Picchio, M, Bettinardi, V, Versari, A, Fioroni, F, Dziuk, M, Tkaczewski, K, Ahond-Vionnet, R, Nodari, G, Todde, S, Landoni, C, Guerra, L, Crivellaro, C, De Ponti, E, Elisei, F, Morzenti, S, Picchio, M, Bettinardi, V, Versari, A, Fioroni, F, Dziuk, M, Tkaczewski, K, Ahond-Vionnet, R, Nodari, G, Todde, S, Landoni, C, and Guerra, L
- Abstract
Purpose: The aim of the present study was to evaluate the added diagnostic value of respiratory-gated 4D18F–FDG PET/CT in liver lesion detection and characterization in a European multicenter retrospective study. Methods: Fifty-six oncological patients (29 males and 27 females, mean age, 61.2 ± 11.2 years) from five European centers, submitted to standard 3D–PET/CT and liver 4D–PET/CT were retrospectively evaluated. Based on visual analysis, liver PET/CT findings were scored as positive, negative, or equivocal both in 3D and 4D PET/CT. The impact of 4D–PET/CT on the confidence in classifying liver lesions was assessed. PET/CT findings were compared to histology and clinical follow-up as standard reference and diagnostic accuracy was calculated for both techniques. At semi-quantitative analysis, SUVmax was calculated for each detected lesion in 3D and 4D–PET/CT. Results: Overall, 72 liver lesions were considered for the analysis. Based on visual analysis in 3D–PET/CT, 32/72 (44.4%) lesions were considered positive, 21/72 (29.2%) negative, and 19/72 (26.4%) equivocal, while in 4D–PET/CT 48/72 (66.7%) lesions were defined positive, 23/72 (31.9%) negative, and 1/72 (1.4%) equivocal. 4D–PET/CT findings increased the confidence in lesion definition in 37/72 lesions (51.4%). Considering 3D equivocal lesions as positive, sensitivity, specificity, and accuracy were 88.9, 70.0, and 83.1%, respectively, while the same figures were 67.7, 90.0, and 73.8% if 3D equivocal findings were included as negative. 4D–PET/CT sensitivity, specificity, and accuracy were 97.8, 90.0, and 95.4%, respectively, considering equivocal lesions as positive and 95.6, 90.0, and 93.8% considering equivocal lesions as negative. The SUVmax of the liver lesions in 4D–PET (mean ± SD, 6.9 ± 3.2) was significantly higher (p < 0.001) than SUVmax in 3D–PET (mean ± SD, 5.2 ± 2.3). Conclusions: Respiratory-gated PET/CT technique is a valuable clinical tool in diagnosing liver lesions, reducing 3D undetermined fi
- Published
- 2018
22. Added diagnostic value of respiratory-gated 4D 18F–FDG PET/CT in the detection of liver lesions: a multicenter study
- Author
-
Crivellaro, C, De Ponti, E, Elisei, F, Morzenti, S, Picchio, M, Bettinardi, V, Versari, A, Fioroni, F, Dziuk, M, Tkaczewski, K, Ahond-Vionnet, R, Nodari, G, Todde, S, Landoni, C, Guerra, L, Crivellaro, C, De Ponti, E, Elisei, F, Morzenti, S, Picchio, M, Bettinardi, V, Versari, A, Fioroni, F, Dziuk, M, Tkaczewski, K, Ahond-Vionnet, R, Nodari, G, Todde, S, Landoni, C, and Guerra, L
- Abstract
Purpose: The aim of the present study was to evaluate the added diagnostic value of respiratory-gated 4D18F–FDG PET/CT in liver lesion detection and characterization in a European multicenter retrospective study. Methods: Fifty-six oncological patients (29 males and 27 females, mean age, 61.2 ± 11.2 years) from five European centers, submitted to standard 3D–PET/CT and liver 4D–PET/CT were retrospectively evaluated. Based on visual analysis, liver PET/CT findings were scored as positive, negative, or equivocal both in 3D and 4D PET/CT. The impact of 4D–PET/CT on the confidence in classifying liver lesions was assessed. PET/CT findings were compared to histology and clinical follow-up as standard reference and diagnostic accuracy was calculated for both techniques. At semi-quantitative analysis, SUVmax was calculated for each detected lesion in 3D and 4D–PET/CT. Results: Overall, 72 liver lesions were considered for the analysis. Based on visual analysis in 3D–PET/CT, 32/72 (44.4%) lesions were considered positive, 21/72 (29.2%) negative, and 19/72 (26.4%) equivocal, while in 4D–PET/CT 48/72 (66.7%) lesions were defined positive, 23/72 (31.9%) negative, and 1/72 (1.4%) equivocal. 4D–PET/CT findings increased the confidence in lesion definition in 37/72 lesions (51.4%). Considering 3D equivocal lesions as positive, sensitivity, specificity, and accuracy were 88.9, 70.0, and 83.1%, respectively, while the same figures were 67.7, 90.0, and 73.8% if 3D equivocal findings were included as negative. 4D–PET/CT sensitivity, specificity, and accuracy were 97.8, 90.0, and 95.4%, respectively, considering equivocal lesions as positive and 95.6, 90.0, and 93.8% considering equivocal lesions as negative. The SUVmax of the liver lesions in 4D–PET (mean ± SD, 6.9 ± 3.2) was significantly higher (p < 0.001) than SUVmax in 3D–PET (mean ± SD, 5.2 ± 2.3). Conclusions: Respiratory-gated PET/CT technique is a valuable clinical tool in diagnosing liver lesions, reducing 3D undetermined fi
- Published
- 2018
23. Temporary jobs and the severity of workplace accidents
- Author
-
Picchio, M. (Matteo), Ours, J.C. (Jan) van, Picchio, M. (Matteo), and Ours, J.C. (Jan) van
- Abstract
_Introduction_ From the point of view of workplace safety, it is important to know whether having a temporary job has an effect on the severity of workplace accidents. We present an empirical analysis on the severity of workplace accidents by type of contract. _Method_ We used microdata collected by the Italian national institute managing the mandatory insurance against work related accidents. We estimated linear models for a measure of the severity of the workplace accident. We controlled for time-invariant fixed effects at worker and firm levels to disentangle the impact of the type of contract from the spurious one induced by unobservables at worker and firm levels. _Results_ Workers with a temporary contract, if subject to a workplace accident, were more likely to be confronted with severe injuries than permanent workers. When correcting the statistical analysis for injury under-reporting of temporary workers, we found that most of, but not all, the effect is driven by the under-reporting bias. _Conclusions_ The effect of temporary contracts on the injury severity survived the inclusion of worker and firm fixed effects and the correction for temporary workers' injury under-reporting. This, however, does not exclude the possibility that, within firms, the nature of the work may vary between different categories of workers. For example, temporary workers might be more likely to be assigned dangerous tasks because they might have less bargaining power. _Practical implications_ The findings will help in designing public policy effective in increasing temporary workers' safety at work and limiting their injury under-reporting.
- Published
- 2017
- Full Text
- View/download PDF
24. Temporary jobs and the severity of workplace accidents
- Author
-
Picchio, M, van Ours, Jan, Picchio, M, and van Ours, Jan
- Published
- 2017
25. Lymph nodal metastases: diagnosis and treatment
- Author
-
Di Muzio, N, Fodor, A, Berardi, G, Mapelli, P, Gianolli, L, Messa, M, Picchio, M, MAPELLI, PAOLA, MESSA, MARIA CRISTINA, Picchio, M., Di Muzio, N, Fodor, A, Berardi, G, Mapelli, P, Gianolli, L, Messa, M, Picchio, M, MAPELLI, PAOLA, MESSA, MARIA CRISTINA, and Picchio, M.
- Abstract
High risk prostate cancer patients have a significant risk to develop regional lymph node metastases, and this represent a major cause of biochemical failure. Although pelvic lymphadenectomy is the gold standard to assess the status of pelvic lymph nodes, a diagnostic imaging tool to non-invasively explore patients and to detect metastases, both in staging and in re-staging phase, would be of particular help in clinical management. In staging phase, while choline PET/CT specificity has been reported to be fairly high in lymph nodal detection, its sensitivity is not adequate due to its spatial resolution. Its role in the evaluation of patients with biochemical relapse or with suspected relapse has been successfully documented. In particular, choline PET/CT has great potential as a single step whole body diagnostic procedure to evaluate lymph nodal and bone metastatic involvement. Salvage lymph nodal dissection was recently listed as a possible experimental option for patients with nodal recurrent prostate cancer, even in the absence of solid prospective data. Radiation treatment for lymph-node recurrence is a therapeutic option evaluated in several studies, in particular by using stereotactic treatment or whole pelvic lymph-nodal irradiation plus a boost on choline PET/CT positive lymph nodes. In the present review an analysis of the specific role of choline PET/CT in guiding a specific treatment on lymph nodal site in prostate cancer patients is reported.
- Published
- 2012
26. 18FDG PET/CT Image-Guided Simultaneous Integrated Boost Intensity-Modulated Radiotherapy in Head and Neck cancer
- Author
-
Mapelli, P, Grosso, E, Dell'Oca, I, Kirienko, M, Castiglioni, I, Villa, E, Gianolli, L, Picchio, M, Messa, C, Mapelli P, Grosso E, Dell'Oca I, Kirienko M, CASTIGLIONI I, Villa E, Gianolli L, Picchio M, Messa C, Mapelli, P, Grosso, E, Dell'Oca, I, Kirienko, M, Castiglioni, I, Villa, E, Gianolli, L, Picchio, M, Messa, C, Mapelli P, Grosso E, Dell'Oca I, Kirienko M, CASTIGLIONI I, Villa E, Gianolli L, Picchio M, and Messa C
- Published
- 2012
27. Predictive value of 18F-FDG PET/CT in restaging patients affected by ovarian carcinoma: a multicentre study
- Author
-
Caobelli, F, Alongi, P, Evangelista, L, Picchio, M, Saladini, G, Rensi, M, Geatti, O, Castello, A, Laghai, I, Popescu, C, Dolci, C, Crivellaro, C, Seghezzi, S, Kirienko, M, de Biasi, V, Cocciolillo, F, Quartuccio, N, Young Aimn Working Group, N, ALONGI, PIERPAOLO, POPESCU, CRISTINA ELENA, DOLCI, CARLOTTA, CRIVELLARO, CINZIA, KIRIENKO, MARGARITA, Young Aimn Working Group, N., Caobelli, F, Alongi, P, Evangelista, L, Picchio, M, Saladini, G, Rensi, M, Geatti, O, Castello, A, Laghai, I, Popescu, C, Dolci, C, Crivellaro, C, Seghezzi, S, Kirienko, M, de Biasi, V, Cocciolillo, F, Quartuccio, N, Young Aimn Working Group, N, ALONGI, PIERPAOLO, POPESCU, CRISTINA ELENA, DOLCI, CARLOTTA, CRIVELLARO, CINZIA, KIRIENKO, MARGARITA, and Young Aimn Working Group, N.
- Abstract
Purpose: Ovarian cancer is the eighth most common malignancy among women and has a high mortality rate. Prognostic factors able to drive an effective therapy are essential. 18F-Fluoro-2-deoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) has been investigated in patients with epithelial ovarian cancer and showed promise in diagnosing, staging, detecting recurrent lesions and monitoring treatment response. Conversely, its prognostic role remains unclear. We aimed at assessing the prognostic value of 18F-FDG PET/CT performed in the restaging process in a multicentre study. Methods: We evaluated 168 patients affected by ovarian carcinoma, who underwent a restaging 18F-FDG PET/CT. The presence of local recurrences, lymph node involvement and distant metastasis was recorded as well as lesion dimensions, maximum and mean standardized uptake values (SUVmax and SUVmean, respectively). Progression-free survival (PFS) and overall survival (OS) at 3 and 4 years were computed by using Kaplan-Meier curves. Increased odds ratio was assessed using Cox regression analysis testing all lesion parameters measured by PET/CT. Results: PFS was significantly longer in patients with a negative than a positive restaging PET/CT study (3- and 4-year PFS 64 and 53 % vs 23 and 12 %, respectively; p < 0.001). Similarly, a negative study was associated with a significantly higher OS rate after 4 years of follow-up (67 vs 25 % in negative and positive groups, respectively; p < 0.001). Lymph node or distant involvement were also independently associated with an increased risk of disease progression [hazard ratio (HR) 1.6 and 2.2, respectively; p = 0.003]. Moreover, PET/CT showed an incremental prognostic value compared to the International Federation of Gynecology and Obstetrics (FIGO) staging system. In the analysis of patient subsets, individuals with the same FIGO stage I–II but with negative PET had a significantly better 4-year OS than patients with low FIGO stage bu
- Published
- 2016
28. Partial volume corrected 18F-FDG PET mean standardized uptake value correlates with prognostic factors in breast cancer
- Author
-
Gallivanone, F, Canevari, C, Sassi, I, Zuber, V, Marassi, A, Gianolli, L, Picchio, M, Messa, M, Gilardi, M, Castiglioni, I, Castiglioni, I., MESSA, MARIA CRISTINA, GILARDI, MARIA CARLA, Gallivanone, F, Canevari, C, Sassi, I, Zuber, V, Marassi, A, Gianolli, L, Picchio, M, Messa, M, Gilardi, M, Castiglioni, I, Castiglioni, I., MESSA, MARIA CRISTINA, and GILARDI, MARIA CARLA
- Abstract
The aim of this paper was to assess the prognostic role of pretherapy partial volume corrected (PVC) 18F-fluorodeoxyglucose mean standardized uptake value (SUV) in breast cancer (BC)
- Published
- 2014
29. 11C-Choline PET/CT predicts prostate cancer-specific survival in patients with biochemical failure during androgen-deprivation therapy
- Author
-
Giovacchini, G, Picchio, M, Garcia Parra, R, Briganti, A, Abdollah, F, Gianolli, L, Schindler, C, Montorsi, F, Messa, M, Fazio, F, MESSA, MARIA CRISTINA, FAZIO, FERRUCCIO, Giovacchini, G, Picchio, M, Garcia Parra, R, Briganti, A, Abdollah, F, Gianolli, L, Schindler, C, Montorsi, F, Messa, M, Fazio, F, MESSA, MARIA CRISTINA, and FAZIO, FERRUCCIO
- Abstract
Several studies have shown that 11C-choline PET/CT may be useful for restaging prostate cancer (PCa) patients with biochemical failure after radical prostatectomy. However, validation of 11C-choline PET/CT findings scarcely relied on histologic findings, and prognostic implications of 11C-choline PET/CT are currently unknown. The aim of this study was to assess whether 11C-choline PET/CT predicts survival in PCa patients. Methods: This retrospective study included 195 PCa patients treated with radical prostatectomy who underwent 11C-choline PET/CT from December 1, 2004, to July 31, 2007, due to biochemical failure (prostate-specific antigen > 0.2 mg/mL) during androgen-deprivation therapy. PCa-specific survival was computed as the interval from radical prostatectomy to PCa-specific death. Results: The median interval after radical prostatectomy was 8.9 y (95% confidence interval [CI], 1.7-18.9 y). The median follow-up after 11C-choline PET/CT was 4.5 y (95% CI, 0.4-8.5 y). 11C-choline PET/CT results were positive in 57% of patients. The median PCa-specific survival was 16.4 y (95% CI, 14.0-18.8 y) in patients with negative 11C-choline PET/CT results and 11.2 y (95% CI, 9.8-12.6 y) in patients with positive 11C-choline PET/CT results (log-rank: x2 = 19.3, P < 0001). At multivariate analysis, statistical significance was obtained for 11C-choline PET/CT (hazard ratio, 2.53; 95% CI, 1.41-4.53; P = 0.002), prostate-specific antigen (hazard ratio, 1.03; 95% CI, 1.00-1.05; P = 0.037), and Gleason score (>7: hazard ratio, 2.49; 95% CI, 1.25-4.95; P = 0.009). Patients with pathologic 11C-choline uptake in the prostatic bed or in pelvic or retroperitoneal lymph nodes had longer PCaspecific survival (median, 12.1 y; 95% CI, 10.5-13.7 y) in comparison to patients with pathologic tracer uptake in the skeleton (median, 9.9 y; 95% CI, 6.8-13.1 y) (log-rank: x2 = 6.5, P < 0.010). Two internally validated nomograms predicted 10- and 15-y PCa-specific survival probability with an acc
- Published
- 2014
30. 11C-choline PET/CT as a guide to radiation treatment planning of lymph-node relapses in prostate cancer patients
- Author
-
Picchio, M, Berardi, G, Fodor, A, Busnardo, E, Crivellaro, C, Giovacchini, G, Fiorino, C, Kirienko, M, Incerti, E, Messa, M, Gianolli, L, Di Muzio, N, Di Muzio, N., CRIVELLARO, CINZIA, MESSA, MARIA CRISTINA, Picchio, M, Berardi, G, Fodor, A, Busnardo, E, Crivellaro, C, Giovacchini, G, Fiorino, C, Kirienko, M, Incerti, E, Messa, M, Gianolli, L, Di Muzio, N, Di Muzio, N., CRIVELLARO, CINZIA, and MESSA, MARIA CRISTINA
- Abstract
Purpose: To evaluate, in prostate cancer (PCa) patients the potential of 11C-choline PET/CT as a guide to helical tomotherapy (HTT) of lymph-node (LN) relapses with simultaneous integrated boost (SIB). The efficacy and feasibility of HTT in terms of acute toxicity were assessed. Methods: We enrolled 83 PCa patients (mean age 68 years, range 51 - 82 years) with biochemical recurrence after radical primary treatment (mean serum PSA 7.61 ng/ml, range 0.37 - 187.00 ng/ml; PSA0) who showed pathological findings on 11C-choline PET/CT only at the LN site. 11C-Choline PET/CT was performed for restaging and then for radiation treatment planning (PET/CT0). Of the 83 patients, 8 experienced further LN relapse, of whom 5 were retreated once and 3 were retreated twice (total 94 radiotherapy treatments). All pelvic and/or abdominal LNs positive on PET/CT0 were treated with high doses using SIB. Doses were in the range 36 - 74 Gy administered in 28 fractions. After the end of HTT (mean 83 days, range 16 - 365 days), serum PSA was measured in all patients (PSA 1) and compared with PSA0 to evaluate early biochemical response. In 47 patients PET/CT was repeated (PET/CT1) to assess metabolic responses at the treated areas. Toxicity criteria of the Radiation Therapy Oncology Group (RTOG) were used to assess acute toxicity. Results: PET/CT0 revealed pathological LNs in the pelvis in 49 patients, pathological LNs in the abdomen in 15 patients pathological LNs in both the pelvis and abdomen in 18 patients, and pathological LNs in the pelvis or abdomen and other sites in 12 patients. All these sites were treated with HTT. With respect to PSA0, PSA1 (mean 6.28 ng/ml, range 0.00 - 220.46 ng/ml) showed a complete biochemical response after 66 of the 94 HTT treatments, a partial response after 12 treatments, stable disease after 1 treatment and progression of disease after 15 treatments. Of the 47 patients receiving PET/CT1, 20 showed a complete metabolic response at the treated area, 22 a par
- Published
- 2014
31. Utility of [ 11 C]choline PET/CT in guiding lesion-targeted salvage therapies in patients with prostate cancer recurrence localized to a single lymph node at imaging: Results from a pathologically validated series
- Author
-
Passoni, N, Suardi, N, Abdollah, F, Picchio, M, Giovacchini, G, Messa, M, Freschi, M, Montorsi, F, Briganti, A, MESSA, MARIA CRISTINA, Briganti, A., Passoni, N, Suardi, N, Abdollah, F, Picchio, M, Giovacchini, G, Messa, M, Freschi, M, Montorsi, F, Briganti, A, MESSA, MARIA CRISTINA, and Briganti, A.
- Abstract
OBJECTIVE: Positron emission tomography (PET)/computed tomography (CT) has been shown to be a valid tool in detecting lymph node (LN) metastases in men with biochemical recurrence after radical prostatectomy. We assessed its validity in detecting a single positive LN at pathologic examination in regard to an increasing interest in lesion-targeted salvage therapies. METHODS AND MATERIALS: We included 46 patients with biochemical recurrence after radical prostatectomy and a single positive spot at [(11)C]choline PET/CT who underwent pelvic or pelvic and retroperitoneal LN dissection. The ability of [(11)C]choline PET/CT in identifying the exact positive LN was assessed with the positive predictive value (PPV) in the overall population and according to androgen deprivation therapy, prostate-specific antigen value, and site of PET/CT positivity. RESULTS: Overall, 30 patients (65%) had positive LNs at pathologic examination. Of these, only 16 (35%) had pathologically confirmed metastases in the same lymphatic region and 11 (24%) had involvement of 1 single LN. Conversely, 28 patients had positive LNs in other areas and 8 had no evidence of metastases. The overall PPV of PET/CT was 34.8% and 23.9% when exact concordance was defined according to the lymphatic landing site and single positive LN, respectively. The PPV ranged from 33.3% to 44.4% and from 17.9% to 28.6%, in men with and without androgen deprivation therapy, respectively. CONCLUSIONS: The PPV [(11)C]choline of PET/CT in correctly identifying patients with a single positive LN at salvage LN dissection is poor (24%). Therefore, extensive salvage treatment approaches are needed to maximize the chance of cure.
- Published
- 2014
32. Predictive value of pre-therapy (18)F-FDG PET/CT for the outcome of (18)F-FDG PET-guided radiotherapy in patients with head and neck cancer
- Author
-
Picchio, M, Kirienko, M, Mapelli, P, Dell'Oca, I, Villa, E, Gallivanone, F, Gianolli, L, Messa, M, Castiglioni, I, KIRIENKO, MARGARITA, MAPELLI, PAOLA, GALLIVANONE, FRANCESCA, MESSA, MARIA CRISTINA, Castiglioni, I., Picchio, M, Kirienko, M, Mapelli, P, Dell'Oca, I, Villa, E, Gallivanone, F, Gianolli, L, Messa, M, Castiglioni, I, KIRIENKO, MARGARITA, MAPELLI, PAOLA, GALLIVANONE, FRANCESCA, MESSA, MARIA CRISTINA, and Castiglioni, I.
- Abstract
Purpose: The aim of this study was to evaluate the predictive role of pre-therapy fluorodeoxyglucose (FDG) uptake parameters of primary tumour in head and neck cancer (HNC) patients undergoing intensity-modulated radiotherapy (IMRT) with simultaneous integrated boost (SIB) on FDG-positive volume - positron emission tomography (PET) gross tumour volume (PET-GTV). Methods: This retrospective study included 19 patients (15 men and 4 women, mean age 59.2 years, range 23-81 years) diagnosed with HNC between 2005 and 2011. Of 19 patients, 15 (79 %) had stage III-IV. All patients underwent FDG PET/CT before treatment. Metabolic indexes of primary tumour, including metabolic tumour volume (MTV), maximum and mean standardized uptake value (SUVmax, SUVmean) and total lesion glycolysis (TLG) were considered. Partial volume effect correction (PVC) was performed for SUVmean and TLG estimation. Correlations between PET/CT parameters and 2-year disease-free survival (DFS), local recurrence-free survival (LRFS) and distant metastasis-free survival (DMFS) were assessed. Median patient follow-up was 19.2 months (range 4-24 months). Results: MTV, TLG and PVC-TLG predicting patients' outcome with respect to all the considered local and distant disease control endpoints (LRFS, DMFS and DFS) were 32.4 cc, 469.8 g and 547.3 g, respectively. SUVmean and PVC-SUVmean cut-off values predictive of LRFS and DFS were 10.8 and 13.3, respectively. PVC was able to compensate errors up to 25 % in the primary HNC tumour uptake. Moreover, PVC enhanced the statistical significance of the results. Conclusion: FDG PET/CT uptake parameters are predictors of patients' outcome and can potentially identify patients with higher risk of treatment failure that could benefit from more aggressive approaches. Application of PVC is recommended for accurate measurement of PET parameters.
- Published
- 2014
33. Sarcoidosis mimicking metastatic gynaecological malignancies: a diagnostic and therapeutic challenge?
- Author
-
Mapelli, P, Mangili, G, Picchio, M, Rabaiotti, E, Gianolli, L, Messa, M, Candiani, M, MAPELLI, PAOLA, MESSA, MARIA CRISTINA, Candiani, M., Mapelli, P, Mangili, G, Picchio, M, Rabaiotti, E, Gianolli, L, Messa, M, Candiani, M, MAPELLI, PAOLA, MESSA, MARIA CRISTINA, and Candiani, M.
- Abstract
Several case reports describing the coexistence of sarcoidosis and malignancy have been published. Therefore, sarcoidosis should always be considered as a differential diagnosis when a cancer patient develops lymphadenopathy. Positron-emission tomography (PET) 2-[18F]-fluoro-2-deoxy-d-glucose (FDG) combined with computed tomography (CT) is widely used for cancer staging and surveillance because it permits localization of metabolically active malignant tissue. PET/CT or CT findings in patients with suspected cancer recurrence can be used to guide early and aggressive therapy. However, benign hypermetabolic lymphadenopathy can mimic malignant lymphadenopathy, both on a conventional CT scan and on PET/CT. Thus, it is important to obtain a histological diagnosis before initiating antineoplastic therapy based on imaging findings. Four cases of patients affected by gynaecological malignancies and coexisting sarcoidosis are reported in this study. Furthermore, the clinical relevance of making a differential diagnosis between gynaecological cancer recurrence and granulomatous disorder is given specific mention.
- Published
- 2013
34. Sarcoidosis mimicking metastatic gynaecological malignancies: a diagnostic and therapeutic challenge?
- Author
-
Mapelli, P, Mangili, G, Picchio, M, Rabaiotti, E, Gianolli, L, Messa, M, Candiani, M, MAPELLI, PAOLA, MESSA, MARIA CRISTINA, Candiani, M., Mapelli, P, Mangili, G, Picchio, M, Rabaiotti, E, Gianolli, L, Messa, M, Candiani, M, MAPELLI, PAOLA, MESSA, MARIA CRISTINA, and Candiani, M.
- Abstract
Several case reports describing the coexistence of sarcoidosis and malignancy have been published. Therefore, sarcoidosis should always be considered as a differential diagnosis when a cancer patient develops lymphadenopathy. Positron-emission tomography (PET) 2-[18F]-fluoro-2-deoxy-d-glucose (FDG) combined with computed tomography (CT) is widely used for cancer staging and surveillance because it permits localization of metabolically active malignant tissue. PET/CT or CT findings in patients with suspected cancer recurrence can be used to guide early and aggressive therapy. However, benign hypermetabolic lymphadenopathy can mimic malignant lymphadenopathy, both on a conventional CT scan and on PET/CT. Thus, it is important to obtain a histological diagnosis before initiating antineoplastic therapy based on imaging findings. Four cases of patients affected by gynaecological malignancies and coexisting sarcoidosis are reported in this study. Furthermore, the clinical relevance of making a differential diagnosis between gynaecological cancer recurrence and granulomatous disorder is given specific mention.
- Published
- 2013
35. Role of 18F-FDG PET in the management of gestational trophoblastic neoplasia
- Author
-
Mapelli, P, Mangili, G, Picchio, M, Gentile, C, Rabaiotti, E, Giorgione, V, Spinapolice, E, Gianolli, L, Messa, M, Candiani, M, MESSA, MARIA CRISTINA, Candiani, M., Mapelli, P, Mangili, G, Picchio, M, Gentile, C, Rabaiotti, E, Giorgione, V, Spinapolice, E, Gianolli, L, Messa, M, Candiani, M, MESSA, MARIA CRISTINA, and Candiani, M.
- Abstract
Gestational trophoblastic neoplasia (GTN) is a rare and aggressive tumour that is usually sensitive to chemotherapy. The usefulness of conventional imaging modalities in evaluating treatment response is limited, mainly due to the difficulty in differentiating between residual tumour tissue and necrosis. The aim of the present study was to evaluate the role of FDG PET or PET/CT in primary staging and in monitoring treatment efficacy. The effect of FDG PET and combined PET/CT on the management of patients with GTN was also evaluated comparing the differences between standard treatments based on conventional imaging and alternative treatments based on PET.
- Published
- 2013
36. Comparison of 18F-Fluoroazomycin-Arabinofuranoside and 64Cu-Diacetyl-Bis(N4-Methylthiosemicarbazone) in Preclinical Models of Cancer
- Author
-
Valtorta, S, Belloli, S, Sanvito, F, Masiello, V, Di Grigoli, G, Monterisi, C, Fazio, F, Picchio, M, Moresco, R, Valtorta, Silvia, MONTERISI, CRISTINA, FAZIO, FERRUCCIO, MORESCO, ROSA MARIA, Valtorta, S, Belloli, S, Sanvito, F, Masiello, V, Di Grigoli, G, Monterisi, C, Fazio, F, Picchio, M, Moresco, R, Valtorta, Silvia, MONTERISI, CRISTINA, FAZIO, FERRUCCIO, and MORESCO, ROSA MARIA
- Abstract
Hypoxic regions are present in different types of cancer and are a negative prognostic factor for disease progression and response to therapy. (18)F-fluoroazomycin-arabinofuranoside ((18)F-FAZA) and (64)Cu-diacetyl-bis(N4-methylthiosemicarbazone) ((64)Cu-ATSM) have been widely used to visualize hypoxic regions in preclinical and clinical studies. Although both these radioligands have high signal-to-noise ratios, (64)Cu-ATSM may be suitable for use in in vivo imaging and as a radiotherapeutic agent. Despite encouraging results suggesting that it may have a role as a prognostic tracer, (64)Cu-ATSM was recently shown to display cell line-dependent kinetics of oxygen-dependent uptake. We set out to evaluate the kinetics of (64)Cu-ATSM distribution in different cancer models, using (18)F-FAZA as the gold standard.
- Published
- 2013
37. [11C]Choline Positron Emission Tomography/Computerized Tomography for Early Detection of Prostate Cancer Recurrence in Patients with Low Increasing Prostate Specific Antigen
- Author
-
Giovacchini, G, Picchio, M, GARCIA PARRA, R, Mapelli, P, Briganti, A, Montorsi, F, Gianolli, L, Messa, M, GARCIA PARRA, RITA, MAPELLI, PAOLA, MESSA, MARIA CRISTINA, Giovacchini, G, Picchio, M, GARCIA PARRA, R, Mapelli, P, Briganti, A, Montorsi, F, Gianolli, L, Messa, M, GARCIA PARRA, RITA, MAPELLI, PAOLA, and MESSA, MARIA CRISTINA
- 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 m
- Published
- 2013
38. Offshoring and job stability: Evidence from Italian manufacturing
- Author
-
Lo Turco, A., Maggioni, Daniela, Picchio, M., Maggioni D. (ORCID:0000-0002-4942-5486), Lo Turco, A., Maggioni, Daniela, Picchio, M., and Maggioni D. (ORCID:0000-0002-4942-5486)
- Abstract
We study the relationship between offshoring and job stability in Italy in the period 1995-2001 by using an administrative dataset on manufacturing workers. We find that the international fragmentation of production negatively affects job stability. Service offshoring and material purchases from developed countries foster job-to-job transitions within manufacturing of all workers and white collars, respectively. However, the most detrimental effects for job stability come from material offshoring to low income countries which drives blue collar workers out of manufacturing. Therefore, policy interventions should especially focus on this latter category of workers more exposed to fragmentation processes and foreign competition. © 2013 Elsevier B.V.
- Published
- 2013
39. Motion management in positron emission tomography/computed tomography for radiation treatment planning
- Author
-
Bettinardi, V, Picchio, M, Di Muzio, N, Gilardi, M, GILARDI, MARIA CARLA, Bettinardi, V, Picchio, M, Di Muzio, N, Gilardi, M, and GILARDI, MARIA CARLA
- Abstract
Hybrid positron emission tomography (PET)/computed tomography (CT) scanners combine, in a unique gantry, 2 of the most important diagnostic imaging systems, a CT and a PET tomograph, enabling anatomical (CT) and functional (PET) studies to be performed in a single study session. Furthermore, as the 2 scanners use the same spatial coordinate system, the reconstructed CT and PET images are spatially co-registered, allowing an accurate localization of the functional signal over the corresponding anatomical structure. This peculiarity of the hybrid PET/CT system results in improved tumor characterization for oncological applications, and more recently, it was found to be also useful for target volume definition (TVD) and treatment planning in radiotherapy (RT) applications. In fact, the use of combined PET/CT information has been shown to improve the RT treatment plan when compared with that obtained by a CT alone. A limiting factor to the accuracy of TVD by PET/CT is organ and tumor motion, which is mainly due to patient respiration. In fact, respiratory motion has a degrading effect on PET/CT image quality, and this is also critical for TVD, as it can lead to possible tumor missing or undertreatment. Thus, the management of respiratory motion is becoming an increasingly essential component in RT treatment planning; indeed, it has been recognized that the use of personalized motion information can improve TVD and, consequently, permit increased tumor dosage while sparing surrounding healthy tissues and organs at risk. This review describes the methods used for motion management in PET/CT for radiation treatment planning. The article covers the following: (1) problems caused by organ and lesion motion owing to respiration, and the artifacts generated on CT, PET, and PET/CT images; (2) data acquisition and processing techniques used to manage respiratory motion in PET/CT studies; and (3) the use of personalized motion information for TVD and radiation treatment planning.
- Published
- 2012
40. Role of PET/CT in the clinical management of locally advanced pancreatic cancer
- Author
-
Picchio, M, Giovannini, E, Passoni, P, Busnardo, E, Landoni, C, Giovacchini, G, Bettinardi, V, Crivellaro, C, Gianolli, L, Di Muzio, N, Messa, M, LANDONI, CLAUDIO, CRIVELLARO, CINZIA, MESSA, MARIA CRISTINA, Picchio, M, Giovannini, E, Passoni, P, Busnardo, E, Landoni, C, Giovacchini, G, Bettinardi, V, Crivellaro, C, Gianolli, L, Di Muzio, N, Messa, M, LANDONI, CLAUDIO, CRIVELLARO, CINZIA, and MESSA, MARIA CRISTINA
- Abstract
Aim. To evaluate the role of 18F-fluorodeoxyglucose (FDG) PET/CT in: a) the selection of patients with locally advanced pancreatic cancer for helical tomotherapy with concurrent chemotherapy (HTT-ChT); b) monitoring HTT-ChT treatment efficacy in comparison with contrast-enhanced CT (c.e.CT). Methods. Forty-two consecutive patients with unresectable locally advanced pancreatic cancer referred for HTT-ChT were enrolled in the study. All patients were pretreated with induction ChT. Before the beginning of HTT-ChT treatment patients underwent diagnostic c.e.CT (CT0) and FDG PET/CT (PET/CT0) for staging. After staging, patients received HTT-ChT. Three months after the end of HTT-ChT a control c.e.CT (CT1) was done. FDG PET/CT (PET/CT1) was repeated only in patients with positive PET/CT0. PET/CT1 and CT1 were compared with baseline imaging results to assess treatment efficacy. Results. In 31/42 cases (74%) PET/CT0 documented pathological uptake in pancreatic lesions, while in the remaining 11/42 cases it showed no uptake. In 7/42 (17%) patients, PET/CT0 also detected distant metastases, prompting a change in the therapeutic approach. Compared to PET/CT0, PET/CT1 (n = 18) documented 3 complete metabolic responses, 9 partial metabolic responses, 2 instances of stable metabolic disease, and 4 instances of progressive metabolic disease. In the same group of 18 patients, CT1 showed 0 complete responses, 3 partial responses, 8 instances of stable disease, and 7 instances of progressive disease compared to CT0. Concordance between PET/CT and CT response was seen in 33% of cases. In 50% of cases, PET/CT1 documented a response to therapy that was not evident on CT. Conclusions. PET/CT influenced the treatment strategy by detecting distant metastases not documented by CT, thus accurately selecting patients for HTT-ChT after induction ChT. In monitoring treatment efficacy, PET/CT can detect a metabolic response to treatment not identified by CT.
- Published
- 2012
41. Respiratory gated PET/CT in a European multicentre retrospective study: added diagnostic value in detection and characterization of lung lesions
- Author
-
Guerra, L, De Ponti, E, Elisei, F, Bettinardi, V, Landoni, C, Picchio, M, Gilardi, M, Versari, A, Fioroni, F, Dziuk, M, Koza, M, Ahond Vionnet, R, Collin, B, Messa, M, LANDONI, CLAUDIO, GILARDI, MARIA CARLA, MESSA, MARIA CRISTINA, Guerra, L, De Ponti, E, Elisei, F, Bettinardi, V, Landoni, C, Picchio, M, Gilardi, M, Versari, A, Fioroni, F, Dziuk, M, Koza, M, Ahond Vionnet, R, Collin, B, Messa, M, LANDONI, CLAUDIO, GILARDI, MARIA CARLA, and MESSA, MARIA CRISTINA
- 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 (SUVmax) 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 SUVmax 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 accurac
- Published
- 2012
42. Clinical and diagnostic assessment for therapeutic decisions in prostate cancer
- Author
-
Passoni, N, Di Trapani, E, Suardi, N, Gallina, A, Abdollah, F, Bianchi, M, Picchio, M, Giovacchini, G, Messa, M, Rigatti, P, Montorsi, F, Briganti, A, Briganti, A., MESSA, MARIA CRISTINA, Passoni, N, Di Trapani, E, Suardi, N, Gallina, A, Abdollah, F, Bianchi, M, Picchio, M, Giovacchini, G, Messa, M, Rigatti, P, Montorsi, F, Briganti, A, Briganti, A., and MESSA, MARIA CRISTINA
- Abstract
Due to the heterogeneity of prostate cancer (PCa) outcomes, there is a need for individualized treatment plans based on clinical and cancer characteristics. Recent advances in sophisticated imaging modalities have improved the ability to stratify patients according to their risk of PCa diagnosis and progression. This, in turn, has positively influenced the clinical decision making process. However, there is also an overuse of diagnostic imaging in the evaluation of PCa patients. Baseline diagnostic and re-staging evaluations need to be indeed personalized, in order to maximize the results and reduce unnecessary, lengthy and costly procedures. The aim of this review was to critically evaluate current international guidelines in order to identify clinical and diagnostic markers that might help clinicians in the selection of the most appropriate imaging approach. For this aim, different imaging modalities were analyzed in patients with newly diagnosed PCa, focusing on local, nodal and distant staging. Every step of staging was taken into consideration based on patient individualized risk, as defined by routinely available clinical variables. Second, different imaging techniques were also reviewed in the context of relapse after primary treatment, highlighting their utility and impact in the clinical decision making process. This review focuses mainly on conventional established imaging techniques, with an eye also to novel approaches that still need to be validated on large patient series
- Published
- 2012
43. Unusual presentation of sarcoid-like reaction on bone marrow level associated with mediastinal lymphadenopathy on 18F-FDG-PET/CT resembling an early recurrence of Hodgkin's Lymphoma
- Author
-
Fallanca, F, Picchio, M, Crivellaro, C, Mapelli, P, Samanes Gajate, A, Sabattini, E, Gianolli, L, Messa, M, CRIVELLARO, CINZIA, MESSA, MARIA CRISTINA, Fallanca, F, Picchio, M, Crivellaro, C, Mapelli, P, Samanes Gajate, A, Sabattini, E, Gianolli, L, Messa, M, CRIVELLARO, CINZIA, and MESSA, MARIA CRISTINA
- Abstract
18F-FDG-PET/CT is widely employed to evaluate lymphoma patients. False positive results are quite frequent, generally due to active phase of inflammation. We describe an unusual PET/CT presentation of a sarcoid-like reaction (SLR) in a patient monitored for Hodgkin Lymphoma characterized by an intense uptake in lymph nodes and multiple bone foci in a PET/CT study. The final diagnosis was obtained by biopsy. This study draws attention to the fact that multifocal bone marrow uptakes due to a sarcoideal reaction may be a possible cause of false positive results in 18F-FDG-PET/CT studies in oncology patients. © 2012 Elsevier España, S.L. and SEMNIM
- Published
- 2012
44. PET/CT and contrast enhanced CT in single vs. two separate sessions: a cost analysis study
- Author
-
Picchio, M, Mansueto, M, Crivellaro, C, Guerra, L, Marcelli, S, Arosio, M, Sironi, S, Gianolli, L, Grimaldi, A, Messa, M, CRIVELLARO, CINZIA, SIRONI, SANDRO, GRIMALDI, ADELMO, MESSA, MARIA CRISTINA, Picchio, M, Mansueto, M, Crivellaro, C, Guerra, L, Marcelli, S, Arosio, M, Sironi, S, Gianolli, L, Grimaldi, A, Messa, M, CRIVELLARO, CINZIA, SIRONI, SANDRO, GRIMALDI, ADELMO, and MESSA, MARIA CRISTINA
- Abstract
AIM: Aim of the study was to quantify the economic impact of PET/CT and contrast enhanced (c.e.) CT performed in a single session examination vs. stand-alone modalities in oncological patients. METHODS: One-hundred-forty-five cancer patients referred to both PET/CT and c.e. CT, to either stage (N.=46) or re-stage (N.=99) the disease, were included. Seventy-two/145 performed both studies in a single session (innovative method) and 73/145 in two different sessions (traditional method). The cost-minimization analysis was performed by evaluating: 1) institutional costs, data obtained by hospital accountability (staff, medical materials, equipment maintenance and depreciation, departments utilities); 2) patients costs, data obtained by a specific survey provided to patients (travel, food, accommodation costs, productivity loss). RESULTS: Economic data analysis showed that the costs for innovative method was lower than those of traditional method, both for Institution (106 € less per test) and for patient (21 € less per patient). The loss of productivity for patient and caregivers resulted lower for the innovative method than the traditional method (3 work-hour less per person). CONCLUSION: PET/CT and c.e. CT performed in a single session is more cost-effective than stand-alone modalities, by reducing both Institutional and patients costs. These advantages are mainly due to lower Institutional cost (single procedure) and to lower cost related to travel and housing.
- Published
- 2012
45. Incidental Finding of Parathyroid Adenoma With 11C-Choline PET/CT
- Author
-
Mapelli, P, Busnardo, E, Magnani, P, Freschi, M, Picchio, M, Gianolli, L, Messa, M, MAPELLI, PAOLA, BUSNARDO, ELENA, MESSA, MARIA CRISTINA, Mapelli, P, Busnardo, E, Magnani, P, Freschi, M, Picchio, M, Gianolli, L, Messa, M, MAPELLI, PAOLA, BUSNARDO, ELENA, and MESSA, MARIA CRISTINA
- Abstract
Positron emission tomography/computed tomography (PET/CT) with C-choline is an established diagnostic tool for restaging prostate cancer patients with biochemical failure after primary treatment. In the present case, C-choline PET/CT was performed in a prostate cancer patient with skeletal metastases, treated with hormonal therapy. In addition to the detection of pathologic uptake at prostate and vertebra, C-choline uptake occurred in the neck. The finding was suggestive for a parathyroid adenoma on subsequent ultrasound, then finally confirmed by parathyroid scintigraphy and histopathological analysis performed after hemithyroidectomy.
- Published
- 2012
46. Prostate-Specific Antigen Velocity Versus Prostate-Specific Antigen Doubling Time for Prediction of 11C Choline PET/CT in Prostate Cancer Patients With Biochemical Failure After Radical Prostatectomy.
- Author
-
Giovacchini, G, Picchio, M, Parra, R, Briganti, A, Gianolli, L, Montorsi, F, Messa, M, Parra, RG, MESSA, MARIA CRISTINA, Giovacchini, G, Picchio, M, Parra, R, Briganti, A, Gianolli, L, Montorsi, F, Messa, M, Parra, RG, and MESSA, MARIA CRISTINA
- Abstract
Purpose: We previously showed that prostate-specific antigen (PSA) doubling time (PSADT) is a significant predictor of 11C choline positron emission tomography/computed tomography (PET/CT) findings in prostate cancer (PCa) patients. This study compared PSA velocity (PSAV) and PSADT to predict 11C choline PET/CT findings. Materials and Methods: PSAV and PSADT were retrospectively calculated in 170 PCa patients with biochemical failure after radical prostatectomy, who underwent 11C choline PET/CT for restaging of disease. Results: Median PSA was 1.25 ng/mL (range: 0.23-48.6 ng/mL), and median PSAV was 0.99 ng/mL/y (range: 0.11-98.9 ng/mL/y). Patients with positive 11C choline PET/CT (n = 75) had significantly (P < 0.05) higher PSAV than patients with negative 11C choline PET/CT (n = 95) (6.93 ± 13.08 vs. 1.23 ± 2.03 ng/mL/y). The percent of patients with positive 11C choline PET/CT was 21% for PSAV [removed]2 ng/mL/y. The quality of fitting (r 2) of PSA values according to the exponential function (PSADT) was significantly (P < 0.05) better than the quality of fitting according to the linear function (PSAV) in the entire sample and in all anatomic regions. At multivariate analysis, trigger PSA, PSADT but not PSAV obtained the statistical significance (P < 0.05). Conclusions: PSAV can be used to stratify the risk of positive 11C choline PET/CT in PCa patients with biochemical failure. Patients with PSAV >1 ng/mL/y should be selected to increase the positive detection rate of 11C choline PET/CT. The greater statistical power of PSADT compared with PSAV could be related to the better capability of fitting time-dependent changes in PSA values, thereby better reflecting the natural growth of recurrent PCa.
- Published
- 2012
47. [(11)C]Choline PET/CT detection of bone metastases in patients with PSA progression after primary treatment for prostate cancer: comparison with bone scintigraphy
- Author
-
Picchio, M, Spinapolice, E, Fallanca, F, Crivellaro, C, Giovacchini, G, Gianolli, L, Messa, M, Spinapolice, EG, CRIVELLARO, CINZIA, MESSA, MARIA CRISTINA, Picchio, M, Spinapolice, E, Fallanca, F, Crivellaro, C, Giovacchini, G, Gianolli, L, Messa, M, Spinapolice, EG, CRIVELLARO, CINZIA, and MESSA, MARIA CRISTINA
- 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/C
- Published
- 2012
48. Offshoring and Job Stability: Evidence from Italian Manufacturing
- Author
-
Lo Turco, A., Maggioni, D., Picchio, M., Lo Turco, A., Maggioni, D., and Picchio, M.
- Abstract
We study the relationship between offshoring and job stability in Italy in the period 1995–2001 by using an administrative dataset on manufacturing workers. We find that the international fragmentation of production negatively affects job stability. Service offshoring and material purchases from developed countries foster job-to-job transitions within manufacturing of all workers and white collars, respectively. However, the most detrimental effects for job stability come from material offshoring to low income countries which drives blue collar workers out of manufacturing. Therefore, policy interventions should especially focus on this latter category of workers more exposed to fragmentation processes and foreign competition.
- Published
- 2012
49. The Gender Wage Gap by Education in Italy
- Author
-
Mussida, C., Picchio, M., Mussida, C., and Picchio, M.
- Abstract
This paper studies the gender wage gap by educational attainment in Italy using the 1994–2001 ECHP data. We estimate wage distributions in the presence of covariates and sample selection separately for highly and low educated men and women. Then, we decompose the gender wage gap across all the wage distribution and isolate the part due to gender differences in the remunerations of the similar characteristics. We find that women are penalized especially if low educated. When we control for sample selection induced by unobservables, the penalties for low educated women become even larger, above all at the bottom of the wage distribution.
- Published
- 2012
50. The role of positron emission tomography using carbon-11 and fluorine-18 choline in tumors other than prostate cancer: a systematic review
- Author
-
Treglia, Giorgio, Giovannini, E, Di Franco, Davide, Calcagni, Maria Lucia, Rufini, Vittoria, Picchio, M, Giordano, Alessandro, Calcagni, Maria Lucia (ORCID:0000-0002-0805-8245), Rufini, Vittoria (ORCID:0000-0002-2052-8078), Giordano, Alessandro (ORCID:0000-0002-6978-0880), Treglia, Giorgio, Giovannini, E, Di Franco, Davide, Calcagni, Maria Lucia, Rufini, Vittoria, Picchio, M, Giordano, Alessandro, Calcagni, Maria Lucia (ORCID:0000-0002-0805-8245), Rufini, Vittoria (ORCID:0000-0002-2052-8078), and Giordano, Alessandro (ORCID:0000-0002-6978-0880)
- Abstract
To systematically review published data on the role of positron emission tomography (PET) or PET/computed tomography (PET/CT) using either Carbon-11 ((11)C) or Fluorine-18 ((18)F) choline tracer in tumors other than prostatic cancer. A comprehensive literature search of studies published in PubMed/MEDLINE and Embase databases through January 2012 and regarding (11)C-choline or (18)F-choline PET or PET/CT in patients with tumors other than prostatic cancer was carried out. Fifty-two studies comprising 1800 patients were included and discussed. Brain tumors were evaluated in 15 articles, head and neck tumors in 6, thoracic tumors (including lung and mediastinal neoplasms) in 14, liver tumors (including hepatocellular carcinoma) in 5, gynecologic malignancies (including breast tumors) in 5, bladder and upper urinary tract tumors in 5, and musculoskeletal tumors in 7. Radiolabeled choline PET or PET/CT is useful to differentiate high-grade from low-grade gliomas and malignant from benign brain lesions, to early detect brain tumor recurrences and to guide the stereotactic biopsy sampling. The diagnostic accuracy of radiolabeled choline PET is superior compared to Fluorine-18 fluorodeoxyglucose ((18)F-FDG) PET in this setting. Radiolabeled choline PET or PET/CT seems to be accurate in differential diagnosis between malignant and benign thoracic lesions and in staging lung tumors; nevertheless, a superiority of radiolabeled choline compared to (18)F-FDG has not been demonstrated in this setting, except for the detection of brain metastases. Few but significant studies on radiolabeled choline PET and PET/CT in patients with hepatocellular carcinoma (HCC) and musculoskeletal tumors are reported in the literature. The combination of radiolabeled choline and (18)F-FDG PET increases the detection rate of HCC. The diagnostic accuracy of radiolabeled choline PET or PET/CT seems to be superior compared to (18)F-FDG PET or PET/CT and conventional imaging methods in patients with bo
- Published
- 2012
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.