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2. The Time-Varying Multivariate Autoregressive Index Model

Author

Cubadda, G., Grassi, S., and Guardabascio, B.

Subjects
Economics - Econometrics
Abstract

Many economic variables feature changes in their conditional mean and volatility, and Time Varying Vector Autoregressive Models are often used to handle such complexity in the data. Unfortunately, when the number of series grows, they present increasing estimation and interpretation problems. This paper tries to address this issue proposing a new Multivariate Autoregressive Index model that features time varying means and volatility. Technically, we develop a new estimation methodology that mix switching algorithms with the forgetting factors strategy of Koop and Korobilis (2012). This substantially reduces the computational burden and allows to select or weight, in real time, the number of common components and other features of the data using Dynamic Model Selection or Dynamic Model Averaging without further computational cost. Using USA macroeconomic data, we provide a structural analysis and a forecasting exercise that demonstrates the feasibility and usefulness of this new model. Keywords: Large datasets, Multivariate Autoregressive Index models, Stochastic volatility, Bayesian VARs.

Published
2022

3. Forecasting financial markets with semantic network analysis in the COVID-19 crisis

Author

Colladon, A. Fronzetti, Grassi, S., Ravazzolo, F., and Violante, F.

Subjects
Quantitative Finance - General Finance, Computer Science - Computation and Language, Computer Science - Social and Information Networks, Economics - General Economics, J.4, H.4.0, I.7, I.2.7
Abstract

This paper uses a new textual data index for predicting stock market data. The index is applied to a large set of news to evaluate the importance of one or more general economic-related keywords appearing in the text. The index assesses the importance of the economic-related keywords, based on their frequency of use and semantic network position. We apply it to the Italian press and construct indices to predict Italian stock and bond market returns and volatilities in a recent sample period, including the COVID-19 crisis. The evidence shows that the index captures the different phases of financial time series well. Moreover, results indicate strong evidence of predictability for bond market data, both returns and volatilities, short and long maturities, and stock market volatility.

Published
2020
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5. Pathology Laboratory Archives: Conservation Quality of Nucleic Acids and Proteins for NSCLC Molecular Testing

Author

Eccher, A, Seminati, D, L’Imperio, V, Casati, G, Pilla, D, Malapelle, U, Piga, I, Bindi, G, Marando, A, Bonoldi, E, Dainese, E, Riefolo, M, D’Errico, A, Costantini, M, Lugli, A, Grassi, S, Scarpa, A, Dei Tos, A, Pagni, F, Eccher, Albino, Seminati, Davide, L’Imperio, Vincenzo, Casati, Gabriele, Pilla, Daniela, Malapelle, Umberto, Piga, Isabella, Bindi, Greta, Marando, Alessandro, Bonoldi, Emanuela, Dainese, Emanuele, Riefolo, Mattia, D’Errico, Antonia, Costantini, Matteo, Lugli, Alberto, Grassi, Stefano, Scarpa, Aldo, Dei Tos, Angelo Paolo, Pagni, Fabio, Eccher, A, Seminati, D, L’Imperio, V, Casati, G, Pilla, D, Malapelle, U, Piga, I, Bindi, G, Marando, A, Bonoldi, E, Dainese, E, Riefolo, M, D’Errico, A, Costantini, M, Lugli, A, Grassi, S, Scarpa, A, Dei Tos, A, Pagni, F, Eccher, Albino, Seminati, Davide, L’Imperio, Vincenzo, Casati, Gabriele, Pilla, Daniela, Malapelle, Umberto, Piga, Isabella, Bindi, Greta, Marando, Alessandro, Bonoldi, Emanuela, Dainese, Emanuele, Riefolo, Mattia, D’Errico, Antonia, Costantini, Matteo, Lugli, Alberto, Grassi, Stefano, Scarpa, Aldo, Dei Tos, Angelo Paolo, and Pagni, Fabio

Abstract

In the molecular era, proper archival conditions within pathology laboratories are crucial, especially for formalin-fixed paraffin-embedded (FFPE) tissue specimens retrieved years after the original diagnosis. Indeed, improper preservation can impact the integrity of nucleic acids and protein antigens. This study evaluates the quality status of stored FFPE blocks using multilevel omics approaches. FFPE blocks from 45 Non-Small Cell Lung Carcinoma (NSCLC) cases were analyzed. The blocks were collected from six different pathology archives across Italy with distinct environmental characteristics. Nucleic acids’ quantity and quality, as well as protein antigens, were assessed using various techniques, including MALDI-MSI. RNA was quantitatively higher, but more fragmented, compared to DNA. DNA quantity and quality were suitable for molecular analyses in 94.4% and 62.3% of samples, respectively. RNA quantity was adequate across all samples, but it was optimal only in 22.3% of cases. DNA quality started to deteriorate after 6–8 years, whereas RNA quality diminished only after 10 years of storage. These data might suggest a particular DNA susceptibility to FFPE blocks conservation. Immunohistochemical intensity decreased significantly after 6–8 years of storage, and MALDI-MSI analysis revealed that younger tissue blocks contained more unique proteomic signals than the older ones. This study emphasizes the importance of proper FFPE archiving conditions for molecular analyses. Governance should prioritize attention to pathology archives to ensure quality preservation and optimize predictive testing. By elucidating the nuances of FFPE block storage, this research paves the way for enhanced molecular diagnostics and therapeutic insights regarding oncology and beyond.

Published
2024

15. Neutrophils predominate the immune signature of cerebral thrombi in COVID-19 stroke patients

Author

Genchi, A, Semerano, A, Schwarz, G, Dell'Acqua, B, Gullotta, G, Sampaolo, M, Boeri, E, Quattrini, A, Sanvito, F, Diamanti, S, Bergamaschi, A, Grassi, S, Podini, P, Panni, P, Michelozzi, C, Simionato, F, Scomazzoni, F, Remida, P, Valvassori, L, Falini, A, Ferrarese, C, Michel, P, Saliou, G, Hajdu, S, Beretta, S, Roveri, L, Filippi, M, Strambo, D, Martino, G, Bacigaluppi, M, Genchi A., Semerano A., Schwarz G., Dell'Acqua B., Gullotta G. S., Sampaolo M., Boeri E., Quattrini A., Sanvito F., Diamanti S., Bergamaschi A., Grassi S., Podini P., Panni P., Michelozzi C., Simionato F., Scomazzoni F., Remida P., Valvassori L., Falini A., Ferrarese C., Michel P., Saliou G., Hajdu S., Beretta S., Roveri L., Filippi M., Strambo D., Martino G., Bacigaluppi M., Genchi, A, Semerano, A, Schwarz, G, Dell'Acqua, B, Gullotta, G, Sampaolo, M, Boeri, E, Quattrini, A, Sanvito, F, Diamanti, S, Bergamaschi, A, Grassi, S, Podini, P, Panni, P, Michelozzi, C, Simionato, F, Scomazzoni, F, Remida, P, Valvassori, L, Falini, A, Ferrarese, C, Michel, P, Saliou, G, Hajdu, S, Beretta, S, Roveri, L, Filippi, M, Strambo, D, Martino, G, Bacigaluppi, M, Genchi A., Semerano A., Schwarz G., Dell'Acqua B., Gullotta G. S., Sampaolo M., Boeri E., Quattrini A., Sanvito F., Diamanti S., Bergamaschi A., Grassi S., Podini P., Panni P., Michelozzi C., Simionato F., Scomazzoni F., Remida P., Valvassori L., Falini A., Ferrarese C., Michel P., Saliou G., Hajdu S., Beretta S., Roveri L., Filippi M., Strambo D., Martino G., and Bacigaluppi M.

Abstract

Coronavirus disease 2019 (COVID-19) is associated with an increased risk of thrombotic events. Ischemic stroke in COVID-19 patients entails high severity and mortality rates. Here we aimed to analyze cerebral thrombi of COVID-19 patients with large vessel occlusion (LVO) acute ischemic stroke to expose molecular evidence for SARS-CoV-2 in the thrombus and to unravel any peculiar immune-thrombotic features. We conducted a systematic pathological analysis of cerebral thrombi retrieved by endovascular thrombectomy in patients with LVO stroke infected with COVID-19 (n = 7 patients) and non-covid LVO controls (n = 23). In thrombi of COVID-19 patients, the SARS-CoV-2 docking receptor ACE2 was mainly expressed in monocytes/macrophages and showed higher expression levels compared to controls. Using polymerase chain reaction and sequencing, we detected SARS-CoV-2 Clade20A, in the thrombus of one COVID-19 patient. Comparing thrombus composition of COVID-19 and control patients, we noted no overt differences in terms of red blood cells, fibrin, neutrophil extracellular traps (NETs), von Willebrand Factor (vWF), platelets and complement complex C5b-9. However, thrombi of COVID-19 patients showed increased neutrophil density (MPO+ cells) and a three-fold higher Neutrophil-to-Lymphocyte Ratio (tNLR). In the ROC analysis both neutrophils and tNLR had a good discriminative ability to differentiate thrombi of COVID-19 patients from controls. In summary, cerebral thrombi of COVID-19 patients can harbor SARS-CoV2 and are characterized by an increased neutrophil number and tNLR and higher ACE2 expression. These findings suggest neutrophils as the possible culprit in COVID-19-related thrombosis. Graphical Abstract: [Figure not available: see fulltext.]

Published
2022

16. Factors Associated With Treatment-Related Changes in Voice Volume in People With Multiple Sclerosis

Author

Crispiatico, V, Baldanzi, C, Bertuletti, M, Grassi, S, Tedeschi, F, Groppo, E, Rovaris, M, Cattaneo, D, Vitali, C, Crispiatico, Valeria, Baldanzi, Cinzia, Bertuletti, Martina, Grassi, Silvia, Tedeschi, Francesca, Groppo, Elisabetta, Rovaris, Marco, Cattaneo, Davide, Vitali, Chiara, Crispiatico, V, Baldanzi, C, Bertuletti, M, Grassi, S, Tedeschi, F, Groppo, E, Rovaris, M, Cattaneo, D, Vitali, C, Crispiatico, Valeria, Baldanzi, Cinzia, Bertuletti, Martina, Grassi, Silvia, Tedeschi, Francesca, Groppo, Elisabetta, Rovaris, Marco, Cattaneo, Davide, and Vitali, Chiara

Abstract

BACKGROUND: Vocal disorders are frequent in people with multiple sclerosis (MS). Cognitive impairment, fatigue, depression, and other clinical characteristics can be associated with treatment effectiveness in rehabilitation. Finding baseline characteristics that identify those who are responding to treatment can help the clinical decision-making process, which can then help improve the effectiveness of voice treatment. We developed a model to identify factors associated with treatment-related improvement on voice intensity in people with MS. METHODS: Data are from a randomized controlled trial of the effects of voice therapy. Forty-four people with MS were enrolled and randomized to receive Lee Silverman Voice Treatment LOUD, specifically addressing voice intensity, or conventional speech-therapy group. Voice intensity (dB) was measured during monologue before and after treatment and was used to differentiate those who responded (posttreatment voice intensity?> 60 dB) from those who did not. Possible associated factors were cognitive impairment, fatigue, depression, disability, and disease duration. Associations were assessed by univariate logistic regression and univariate and multivariate linear regressions. RESULTS: Mean ± SD monologue voice intensity is improved in the whole sample (before rehabilitation: 51.8 ± 4.2 dB; and after rehabilitation 57.0 ± 6.5 dB; P <.001), and 11 people with MS (27.5%) responded to treatment. Specificity of treatment was associated with the return to normal voice intensity (OR, 14.28; 95% CI, 12.17-309.56) and we found a linear association between voice improvement and the specificity of treatment (6.65 [SE = 1.54] dB; P <.05). Moreover, the analysis revealed a nonlinear association between improvement and fatigue, suggesting increased benefits for people with MS with moderate fatigue. Other factors were not significantly associated with treatment effectiveness. CONCLUSIONS: Moderate fatigue and the specificity of the inter

Published
2023

17. Molecular autopsy: Twenty years of post-mortem diagnosis in sudden cardiac death

Author

Universitat Rovira i Virgili, Martínez-Barrios, E; Grassi, S; Brión, M; Toro, R; Cesar, S; Cruzalegui, J; Coll, M; Alcalde, M; Brugada, R; Greco, A; Ortega-Sánchez, ML; Barberia, E; Oliva, A; Sarquella-Brugada, G; Campuzano, O, Universitat Rovira i Virgili, and Martínez-Barrios, E; Grassi, S; Brión, M; Toro, R; Cesar, S; Cruzalegui, J; Coll, M; Alcalde, M; Brugada, R; Greco, A; Ortega-Sánchez, ML; Barberia, E; Oliva, A; Sarquella-Brugada, G; Campuzano, O

Abstract

In the forensic medicine field, molecular autopsy is the post-mortem genetic analysis performed to attempt to unravel the cause of decease in cases remaining unexplained after a comprehensive forensic autopsy. This negative autopsy, classified as negative or non-conclusive, usually occurs in young population. In these cases, in which the cause of death is unascertained after a thorough autopsy, an underlying inherited arrhythmogenic syndrome is the main suspected cause of death. Next-generation sequencing allows a rapid and cost-effectives genetic analysis, identifying a rare variant classified as potentially pathogenic in up to 25% of sudden death cases in young population. The first symptom of an inherited arrhythmogenic disease may be a malignant arrhythmia, and even sudden death. Early identification of a pathogenic genetic alteration associated with an inherited arrhythmogenic syndrome may help to adopt preventive personalized measures to reduce risk of malignant arrhythmias and sudden death in the victim’s relatives, at risk despite being asymptomatic. The current main challenge is a proper genetic interpretation of variants identified and useful clinical translation. The implications of this personalized translational medicine are multifaceted, requiring the dedication of a specialized team, including forensic scientists, pathologists, cardiologists, pediatric cardiologists, and geneticists.

Published
2023

19. POSTFAZIONE (Ri)pensare le maschilità

Author

Rinaldi C, Grassi S, Bacio M, Rinaldi, C, grassi, S, Bacio, M, Messerschmidt, JW, Rinaldi C, Grassi S, and Bacio M

Subjects
Masculinity, violence, studies on masculinity, Settore SPS/08 - Sociologia Dei Processi Culturali E Comunicativi, Maschilità, Settore SPS/12 - Sociologia Giuridica, Della Devianza E Mutamento Sociale, violenza, studi sulle maschilità
Abstract

studies on masculinity

Published
2022

23. Maschilità egemone. FORMULAZIONE, RIFORMULAZIONE E DIFFUSIONE

Author

Rinaldi C, Grassi S, Bacio M, Rinaldi C, Grassi S, and Bacio M

Subjects
hegemonic masculinity, masculinities studie, gender, Settore SPS/12 - Sociologia Giuridica, Della Devianza E Mutamento Sociale, sexuality
Abstract

The concept of hegemonic masculinity, formulated by Raewyn Connell more than three decades ago, has been the driving force behind the expanding field of masculinities studies. Hegemonic Masculinity: Formulation, Reformulation, and Amplification provides the first comprehensive overview of the concept-from its original conception to how it has evolved over time. The book also examines some of the most powerful ways the concept is being used in contemporary gender studies. Hegemonic Masculinity describes the development of the concept, the actual formulation and initial applications of the concept, the eventual reformulation and subsequent applications of that reformulation, and finally, the amplification of the reformulated concept of hegemonic masculinity. The book also includes a chapter theorizing why and how hegemonic masculinities are constructed, and the concluding chapter chronicles the prospects for social change toward more egalitarian gender relations. Hegemonic Masculinity: Formulation, Reformulation, and Amplification brings together for the first time in one volume the history of the concept as well as a discussion and examination of some of the most important research accomplished on hegemonic masculinity over the last thirty years.

Published
2022

25. Analysis of the role of PMCT during the COVID-19 pandemic: A systematic review

Author

Filograna, Laura, Manenti, G., Grassi, S., Zedda, Massimo, Mecchia, D., Briganti, F., Ryan, C. P., Pascali, Vincenzo Lorenzo, Floris, R., Oliva, Antonio, Filograna L., Zedda M., Pascali V. L. (ORCID:0000-0001-6520-5224), Oliva A. (ORCID:0000-0001-7120-616X), Filograna, Laura, Manenti, G., Grassi, S., Zedda, Massimo, Mecchia, D., Briganti, F., Ryan, C. P., Pascali, Vincenzo Lorenzo, Floris, R., Oliva, Antonio, Filograna L., Zedda M., Pascali V. L. (ORCID:0000-0001-6520-5224), and Oliva A. (ORCID:0000-0001-7120-616X)

Abstract

Objectives: During COVID-19 pandemic PMCT has been proposed as a forensic investigation method. This systematic review is aimed to systematize evidence and peer-reviewed opinions reported during the first two years of pandemic, to evaluate the role of PMCT during the COVID-19 pandemic. Materials and methods: An online literature search was performed to identify publications on PMCT during the COVID-19 pandemic between December 2019 and March 2022. For each publication included, the following data were collected: title and abstract, year of publication, type of article, number and type of individuals examined. The selected publications were also categorized based on PMCT findings, histopathological results, the comparison between PMCT and histopathological findings, cause of death and proposed role of PMCT during the pandemic. Results: A total of 20 publications were included, mostly case reports (9/20). All cases examined included adults. The most frequent PMCT pattern in positive cases was diffuse mixed densities with prevalence of consolidations (pattern 1) (54%). In 97% of the cases where a comparison between PMCT and histological results was performed, a correspondence was found. In 82% of the cases the principal cause of death was COVID-19 pneumonia. PMCT has been proposed as a pre-autopsy screening tool in 62%, and as a method for augmenting post-mortem data in 50% of the papers reporting this issue. Conclusion: This systematic review suggests that PMCT should be regarded as a highly valuable investigative technique for the forensic evaluation of deaths with ascertained or suspected COVID-19 pneumonia.

Published
2022

26. Ethical and medico-legal issues of TOETVA procedure and simulation on cadavers: a scoping review

Author

Oliva, Antonio, Grassi, S, Zedda, Massimo, Dionigi, G, Makay, O, Filograna, Laura, Cazzato, Francesca, De Crea, Carmela, Celik, S, Spagnolo, Antonio Gioacchino, Bellantone, Rocco Domenico Alfonso, Raffaelli, Marco, Oliva, A (ORCID:0000-0001-7120-616X), Zedda, M, Filograna, L, Cazzato, F, De Crea, C (ORCID:0000-0002-7303-9657), Spagnolo, A G (ORCID:0000-0002-5762-2164), Bellantone, R (ORCID:0000-0002-0844-3469), Raffaelli, M (ORCID:0000-0002-1259-2491), Oliva, Antonio, Grassi, S, Zedda, Massimo, Dionigi, G, Makay, O, Filograna, Laura, Cazzato, Francesca, De Crea, Carmela, Celik, S, Spagnolo, Antonio Gioacchino, Bellantone, Rocco Domenico Alfonso, Raffaelli, Marco, Oliva, A (ORCID:0000-0001-7120-616X), Zedda, M, Filograna, L, Cazzato, F, De Crea, C (ORCID:0000-0002-7303-9657), Spagnolo, A G (ORCID:0000-0002-5762-2164), Bellantone, R (ORCID:0000-0002-0844-3469), and Raffaelli, M (ORCID:0000-0002-1259-2491)

Abstract

Conventional open thyroidectomy is still considered the gold standard for thyroid surgery. Transoral endoscopic thyroidectomy vestibular approach (also known as TOETVA) is often considered to be more advantageous than the other approaches, such as minimally invasive video assisted thyroidectomy, thyroidectomy via breast/axillary/retroauricular access, bilateral axillo-breast approach and axillo- bilateral breast approach. In this scoping review, we discuss the risks and the benefits of this surgical approach and its medico- legal and ethical implications, particularly focusing on the importance of practice on cadavers. Currently, there is little scientific evidence supporting TOETVA, since there are few papers on the comparison with the traditional open thyroidectomy that have been published and thus little data on the long-term outcomes of TOETVA are available. Since the better cosmetic outcome currently represents the main indication for this surgical technique, substantial medico- legal and ethical issues arise. Moreover, practice on cadavers can help surgeons to develop the technical and non-technical skills required to perform efficiently and safely this new surgical procedure.

Published
2022

27. Virtual autopsy in SARS-CoV-2 breakthrough infection: a case report

Author

Filograna, Laura, Manenti, G., Grassi, Simone, Zedda, Massimo, Cazzato, Francesca, Ryan, C. P., Arena, Vincenzo, Pascali, Vincenzo Lorenzo, Colosimo, Cesare, Floris, R., Oliva, Antonio, Filograna L., Grassi S., Zedda M., Cazzato F., Arena V. (ORCID:0000-0002-7562-223X), Pascali V. L. (ORCID:0000-0001-6520-5224), Colosimo C. (ORCID:0000-0003-3800-3648), Oliva A. (ORCID:0000-0001-7120-616X), Filograna, Laura, Manenti, G., Grassi, Simone, Zedda, Massimo, Cazzato, Francesca, Ryan, C. P., Arena, Vincenzo, Pascali, Vincenzo Lorenzo, Colosimo, Cesare, Floris, R., Oliva, Antonio, Filograna L., Grassi S., Zedda M., Cazzato F., Arena V. (ORCID:0000-0002-7562-223X), Pascali V. L. (ORCID:0000-0001-6520-5224), Colosimo C. (ORCID:0000-0003-3800-3648), and Oliva A. (ORCID:0000-0001-7120-616X)

Abstract

It is well documented that COVID-19 vaccines are effective tools for limiting the pandemic. Unfortunately, as is true for all vaccines, SARS-CoV-2 infection in vaccinated individuals is still possible. We present an autopsy case of SARS-CoV-2 infection after vaccination (“breakthrough infection”) in an elderly man with several comorbidities where post-mortem CT scan was performed. The death was histologically attributed to cardio-respiratory arrest due to ischemic heart failure related to superinfected COVID-19 pneumonia and pre-existing comorbidities. For the first time in the literature, PMCT imaging related to a fatal, autopsy case of breakthrough SARS-CoV-2 infection is reported. PMCT of the lungs, in accordance with histopathological results, showed few signs of COVID-19 pneumonia, large area of consolidation in the right lower lobe, interpreted as bronco-pneumonic focus, and hypostasis. These findings were well-correlated with the previously reported literature about both PMCT and clinical CT imaging of the lungs in non-vaccinated individuals with early COVID-19 pneumonia and about pulmonary clinical CT imaging in COVID-19 pneumonia in breakthrough SARS-COV-2 infections. Further studies are needed to cover the whole spectrum of PMCT lung imaging in fatal breakthrough SARS-CoV-2 infection, however, this case represent a first step for exploring this difficult challenge during SARS-CoV-2 pandemic using virtual autopsy.

Published
2022

28. Eosinophilic Infiltration of the Sino-Atrial Node in Sudden Cardiac Death Caused by Long QT Syndrome

Author

Grassi, S., Campuzano, O., Coll, M., Cazzato, Francesca, Iglesias, A., Ausania, Francesco, Scarnicci, F., Sarquella-Brugada, G., Brugada, J., Arena, Vincenzo, Oliva, Antonio, Brugada, R., Cazzato F., Ausania F., Arena V. (ORCID:0000-0002-7562-223X), Oliva A. (ORCID:0000-0001-7120-616X), Grassi, S., Campuzano, O., Coll, M., Cazzato, Francesca, Iglesias, A., Ausania, Francesco, Scarnicci, F., Sarquella-Brugada, G., Brugada, J., Arena, Vincenzo, Oliva, Antonio, Brugada, R., Cazzato F., Ausania F., Arena V. (ORCID:0000-0002-7562-223X), and Oliva A. (ORCID:0000-0001-7120-616X)

Abstract

Sudden death is defined as the unexpected death of a healthy person that occurs within the first hour of the onset of symptoms or within 24 h of the victim being last seen alive. In some of these cases, rare deleterious variants of genes associated with inherited cardiac disorders can provide a highly probable explanation for the fatal event. We report the case of a 21-year-old obese woman who lost consciousness suddenly in a public place and was pronounced dead after hospital admission. Clinical autopsy showed an inconclusive gross examination, while in the histopathological analysis an eosinophilic inflammatory focus and interstitial fibrosis in the sino-atrial node were found. Molecular autopsy revealed an intronic variant in the KCNQ1 gene (c.683 + 5G > A), classified as likely pathogenic for long QT syndrome according to the guidelines provided by the American College of Medical Genetics and Genomics. Therefore, there were many anomalies that could have played a role in the causation of the sudden death, such as the extreme obesity, the cardiac anomalies and the KNCQ1 variant. This case depicts the difficult interpretation of rare cardiac structural abnormalities in subjects carrying rare variants responsible for inherited arrhythmic disorders and the challenge for the forensic pathologist to make causal inferences in the determinism of the unexpected decease.

Published
2022

29. The role of retinal imaging in the management of abusive head trauma cases

Author

Oliva, A., Grassi, S., Cazzato, F., Jabbehdari, S., Mensi, L., Amorelli, G., Orazi, L., Arena, V., Lepore, D., Oliva A. (ORCID:0000-0001-7120-616X), Mensi L., Amorelli G., Orazi L., Arena V. (ORCID:0000-0002-7562-223X), Lepore D. (ORCID:0000-0002-2104-9239), Oliva, A., Grassi, S., Cazzato, F., Jabbehdari, S., Mensi, L., Amorelli, G., Orazi, L., Arena, V., Lepore, D., Oliva A. (ORCID:0000-0001-7120-616X), Mensi L., Amorelli G., Orazi L., Arena V. (ORCID:0000-0002-7562-223X), and Lepore D. (ORCID:0000-0002-2104-9239)

Abstract

Background: As retinal hemorrhage (RH) is the most frequent and reliable finding of abusive head trauma (AHT), an ophthalmology consultation should be systematically required in suspected cases. Full retinal examination through pharmacologically dilated pupil can detect the type and pattern of RHs, helping to distinguish abusive from non-abusive head trauma. Methods: We performed a retrospective analysis of a case series of 6 infants (aged 0.6-10 months) with AHT who were admitted to the Emergency Department of Fondazione Policlinico Universitario A. Gemelli IRCCS in Rome with severe intracranial hemorrhages. Children underwent full multidisciplinary assessment including dilated fundus examination, optical coherence tomography (OCT) and digital wide-field fundus photography (DWFFP – in our case RetCam). In our paper we report the clinical presentation, the ocular findings and outcome at discharge. Results: The mean age at the hospital admission was 6.28 months. In all infants, intracranial hemorrhages were found. Preretinal and intraretinal hemorrhages were detected, collecting good-quality retinal images. Conclusions: Imaging of retinal hemorrhages represents a fundamental moment of AHT diagnosis and documentation. Although RetCam is the gold standard for the acquisition of retinal images in suspected cases, OCT is extremely valuable in forensic evaluation since it can detect even small macular hemorrhages. Therefore, the combination of RetCam and OCT imaging can give relevant hints for the diagnosis of AHT, allowing to evaluate the extent, spread and morphology of RHs.

Published
2022

30. Management of Medico-Legal Risks in Digital Health Era: A Scoping Review

Author

Oliva, Antonio, Grassi, S., Vetrugno, Giuseppe, Rossi, R., Della Morte, Gabriele, Pinchi, V., Caputo, Matteo, Oliva A. (ORCID:0000-0001-7120-616X), Vetrugno G. (ORCID:0000-0003-0181-2855), Della Morte G. (ORCID:0000-0001-9140-8172), Caputo M. (ORCID:0000-0001-6792-9349), Oliva, Antonio, Grassi, S., Vetrugno, Giuseppe, Rossi, R., Della Morte, Gabriele, Pinchi, V., Caputo, Matteo, Oliva A. (ORCID:0000-0001-7120-616X), Vetrugno G. (ORCID:0000-0003-0181-2855), Della Morte G. (ORCID:0000-0001-9140-8172), and Caputo M. (ORCID:0000-0001-6792-9349)

Abstract

Artificial intelligence needs big data to develop reliable predictions. Therefore, storing and processing health data is essential for the new diagnostic and decisional technologies but, at the same time, represents a risk for privacy protection. This scoping review is aimed at underlying the medico-legal and ethical implications of the main artificial intelligence applications to healthcare, also focusing on the issues of the COVID-19 era. Starting from a summary of the United States (US) and European Union (EU) regulatory frameworks, the current medico-legal and ethical challenges are discussed in general terms before focusing on the specific issues regarding informed consent, medical malpractice/cognitive biases, automation and interconnectedness of medical devices, diagnostic algorithms and telemedicine. We aim at underlying that education of physicians on the management of this (new) kind of clinical risks can enhance compliance with regulations and avoid legal risks for the healthcare professionals and institutions.

Published
2022

31. Discerning the Ambiguous Role of Missense TTN Variants in Inherited Arrhythmogenic Syndromes

Author

Martinez-barrios, E., Sarquella-brugada, G., Perez-serra, A., Fernandez-falgueras, A., Cesar, S., Coll, M., Puigmule, M., Iglesias, A., Alcalde, M., Vallverdu-prats, M., Ferrer-costa, C., Del Olmo, B., Pico, F., Lopez, L., Fiol, V., Cruzalegui, J., Hernandez, C., Arbelo, E., Grassi, S., Oliva, Antonio, Toro, R., Brugada, J., Brugada, R., Campuzano, O., Oliva A. (ORCID:0000-0001-7120-616X), Martinez-barrios, E., Sarquella-brugada, G., Perez-serra, A., Fernandez-falgueras, A., Cesar, S., Coll, M., Puigmule, M., Iglesias, A., Alcalde, M., Vallverdu-prats, M., Ferrer-costa, C., Del Olmo, B., Pico, F., Lopez, L., Fiol, V., Cruzalegui, J., Hernandez, C., Arbelo, E., Grassi, S., Oliva, Antonio, Toro, R., Brugada, J., Brugada, R., Campuzano, O., and Oliva A. (ORCID:0000-0001-7120-616X)

Abstract

The titin gene (TTN) is associated with several diseases, including inherited arrhythmias. Most of these diagnoses are attributed to rare TTN variants encoding truncated forms, but missense variants represent a diagnostic challenge for clinical genetics. The proper interpretation of genetic data is critical for translation into the clinical setting. Notably, many TTN variants were classified before 2015, when the American College of Medical Genetics and Genomics (ACMG) published recommendations to accurately classify genetic variants. Our aim was to perform an exhaustive reanalysis of rare missense TTN variants that were classified before 2015, and that have ambiguous roles in inherited arrhythmogenic syndromes. Rare missense TTN variants classified before 2015 were updated following the ACMG recommendations and according to all the currently available data. Our cohort included 193 individuals definitively diagnosed with an inherited arrhythmogenic syndrome before 2015. Our analysis resulted in the reclassification of 36.8% of the missense variants from unknown to benign/likely benign. Of all the remaining variants, currently classified as of unknown significance, 38.3% showed a potential, but not confirmed, deleterious role. Most of these rare missense TTN variants with a suspected deleterious role were identified in patients diagnosed with hypertrophic cardiomyopathy. More than 35% of the rare missense TTN variants previously classified as ambiguous were reclassified as not deleterious, mainly because of improved population frequencies. Despite being inconclusive, almost 40% of the variants showed a potentially deleterious role in inherited arrhythmogenic syndromes. Our results highlight the importance of the periodical reclassification of rare missense TTN variants to improve genetic diagnoses and help increase the accuracy of personalized medicine.

Published
2022

32. Postmortem CT pulmonary findings in SARS-CoV-2-positive cases: correlation with lung histopathological findings and autopsy results

Author

Filograna, Laura, Grassi, S., Manenti, G., Di Donna, C., Tatulli, D., Nardoni, Francesco, Masini, Valentina, Ausania, Francesco, Grassi, V. M., Floris, R., Colosimo, C., Arena, Vincenzo, Pascali, Vincenzo Lorenzo, Oliva, Antonio, Filograna L., Nardoni F., Masini V., Ausania F., Arena V. (ORCID:0000-0002-7562-223X), Pascali V. L. (ORCID:0000-0001-6520-5224), Oliva A. (ORCID:0000-0001-7120-616X), Filograna, Laura, Grassi, S., Manenti, G., Di Donna, C., Tatulli, D., Nardoni, Francesco, Masini, Valentina, Ausania, Francesco, Grassi, V. M., Floris, R., Colosimo, C., Arena, Vincenzo, Pascali, Vincenzo Lorenzo, Oliva, Antonio, Filograna L., Nardoni F., Masini V., Ausania F., Arena V. (ORCID:0000-0002-7562-223X), Pascali V. L. (ORCID:0000-0001-6520-5224), and Oliva A. (ORCID:0000-0001-7120-616X)

Abstract

Introduction/purpose: Postmortem computed tomography (PMCT) is a valuable tool for analyzing the death of patients with SARS-CoV-2 infection. The purpose of this study was to investigate the correlation between PMCT lung findings in autopsy cadavers positive for SARS-CoV-2 infection and the severity of COVID-19 lung disease by histopathological analysis. Materials and methods: We reviewed chest PMCT findings, paying particular attention to the lung parenchyma, in 8 autopsy cases positive for SARS-CoV-2. Correlations between chest PMCT and histopathological findings were assessed. Clinical conditions and comorbidities were also recorded and discussed. The primary cause of death was finally considered. Results: In 6/8 cases, pulmonary PMCT findings were massive consolidation (4/8) and bilateral diffuse mixed densities with a crazy-paving pattern (2/8). These cases showed severe pulmonary signs of COVID-19 at histopathological analysis. In the remaining 2/8 cases, pulmonary PMCT findings were scant antideclive ground-glass opacities in prevalent gradient densities attributed to hypostasis. In 4/8 cases with massive consolidations, important comorbidities were noted. In 6/8 cases with severe pulmonary histopathological signs of lung COVID-19, autopsy found that the cause of death was cardiorespiratory failure. In the remaining 2/8 cases, histopathological analysis revealed lung alterations due to edema and some signs of SARS-CoV-2 infection; the cause of death was not attributed to SARS-CoV-2 infection (Table 1). Discussion and conclusion: Chest PMCT findings correlate with the severity of COVID-19 lung disease at histopathology examination. According to our results, there may also be a relationship between cause of death and PMCT findings in COVID-19, which must be critically analyzed considering clinical antemortem data.

Published
2022

33. SARS-CoV-2 viral load and replication in postmortem examinations

Author

Grassi, S., Arena, Vincenzo, Cattani, P., Dell'Aquila, Marco, Liotti, Flora Marzia, Sanguinetti, Maurizio, Oliva, Antonio, Arena V. (ORCID:0000-0002-7562-223X), Dell'Aquila M., Liotti F. M., Sanguinetti M. (ORCID:0000-0002-9780-7059), Oliva A. (ORCID:0000-0001-7120-616X), Grassi, S., Arena, Vincenzo, Cattani, P., Dell'Aquila, Marco, Liotti, Flora Marzia, Sanguinetti, Maurizio, Oliva, Antonio, Arena V. (ORCID:0000-0002-7562-223X), Dell'Aquila M., Liotti F. M., Sanguinetti M. (ORCID:0000-0002-9780-7059), and Oliva A. (ORCID:0000-0001-7120-616X)

Abstract

We examined 29 autopsy cases (investigated between October 2020 and February 2021) whose postmortem swabs tested positive for SARS-CoV-2. Twenty-two of 29 cases died while hospitalized (H), while the remaining 7 cases were not hospitalized (NH). Since we included only cases in which the time since death was known (excluding unwitnessed NH deaths), the interval between death and postmortem swab(s) was registered, with a mean NH value of 5.50 days and a mean H value of 3.98 days. The mean age of NH was 65 years, while H were older (mean age: 73 years). Twenty-eight nasopharyngeal and 27 lungs postmortem swabs were obtained and real-time reverse transcriptase‒polymerase chain reaction assay for total and replicative SARS-CoV-2 RNA and mRNA detection was performed. Although the mean death-postmortem swabs interval was higher in NH than in H, the mean viral load of NH was higher than that of H (2.53 × 1011 copies/mL vs 9.31 × 108 copies/mL). In 13/29 cases (6 NH and 7 H), indicators of active replication were found. The relationship between the presence of replicative mRNA and death without hospitalization and that between the minimum cycle threshold value of SARS-CoV-2 RNA and the cycle threshold value of replicative SARS-CoV-2 mRNA were found to be statistically significant (with respective P values of 0.013 and 0.000). Therefore, especially in NH, full compliance with guidelines on biological safety in the autopsy room is essential, and no autopsy can be performed on infected cases in a structure that does not meet the established safety criteria.

Published
2022

38. Ethical and medico-legal issues of TOETVA procedure and simulation on cadavers: a scoping review

Author

Oliva, A., Grassi, S., Zedda, M., Dionigi, G., Makay, O., Filograna, L., and Cazzato, F.

Subjects
Ethics, Errors, Cadaver lab, Fluorescence, Nontechnical Skills, Technical Performance, Perfusion, Transoral Endoscopic Thyroidectomy, TOETVA, Thyroidectomy, Surgery, Scarless, Vestibular Approach, Medical malpractice, Model
Abstract

Conventional open thyroidectomy is still considered the gold standard for thyroid surgery. Transoral endoscopic thyroidectomy vestibular approach (also known as TOETVA) is often considered to be more advantageous than the other approaches, such as minimally invasive video assisted thyroidectomy, thyroidectomy via breast/axillary/retroauricular access, bilateral axillo-breast approach and axillo- bilateral breast approach. In this scoping review, we discuss the risks and the benefits of this surgical approach and its medico- legal and ethical implications, particularly focusing on the importance of practice on cadavers. Currently, there is little scientific evidence supporting TOETVA, since there are few papers on the comparison with the traditional open thyroidectomy that have been published and thus little data on the long-term outcomes of TOETVA are available. Since the better cosmetic outcome currently represents the main indication for this surgical technique, substantial medico- legal and ethical issues arise. Moreover, practice on cadavers can help surgeons to develop the technical and non-technical skills required to perform efficiently and safely this new surgical procedure., Fondi di Ateneo, Linea D1 -Universita Cattolica del Sacro Cuore [R4124500772], This work has been supported by Fondi di Ateneo, Linea D1 -Universita Cattolica del Sacro Cuore, grant No. R4124500772.

Published
2022

39. (Ri)pensare le maschilità

Author

Rinaldi, C., Grassi, S., and Bacio, M.

Subjects
Messerschmidt, Settore SPS/08 - Sociologia dei Processi Culturali e Comunicativi, Maschilità, Connell, Settore SPS/07 - Sociologia Generale, Settore SPS/12 - Sociologia Giuridica, della Devianza e Mutamento Sociale
Published
2022

42. Understanding Factors Associated With Psychomotor Subtypes of Delirium in Older Inpatients With Dementia

Author

Morandi, A, Zambon, A, Di Santo, S, Mazzone, A, Cherubini, A, Mossello, E, Bo, M, Marengoni, A, Bellelli, G, Rispoli, V, Malara, A, Spadea, F, Di Cello, S, Ceravolo, F, Fabiano, F, Chiaradia, G, Gabriele, A, Lenino, P, Andrea, T, Settembrini, V, Capomolla, D, Citrino, A, Scriva, A, Bruno, I, Secchi, R, De Martino, E, Muccinelli, R, Lupi, G, Paonessa, P, Fabbri, A, Passuti, M, Castellari, S, Po, A, Gaggioli, G, Varesi, M, Moneti, P, Capurso, S, Latini, V, Ghidotti, S, Riccardelli, F, Macchi, M, Rigo, R, Claudio, P, Angelo, B, Flavio, C, Benedetta, B, Boffelli, S, Cassinadri, A, Franzoni, S, Spazzini, E, Andretto, D, Tonini, G, Andreani, L, Coralli, M, Balotta, A, Cancelliere, R, Ballardini, G, Simoncelli, M, Mancini, A, Strazzacapa, M, Fabio, S, De Filippi, F, Giudice, C, Dentizzi, C, Azzini, M, Cazzadori, M, Mastroeni, V, Bertassello, P, Claudia Benati, H, Nesta, E, Tobaldini, C, Guerini, F, Elena, T, Mombelloni, P, Fontanini, F, Gabriella, L, Pizzorni, C, Oliverio, M, Del Grosso, L, Giavedoni, C, Bidoli, G, Mazzei, B, Corsonello, A, Fusco, S, Vena, S, De Vuono, T, Maiuri, G, Luca, F, Andrea, A, Giovanni, S, Rossella, N, Castegnaro, E, De Rosa, S, Sechi, R, Benvenuti, E, Del Lungo, I, Giardini, S, Giulietti, C, Mauro, D, Eleonora, B, Martina, P, Irene, F, Riccardo, B, Federica, S, Ilaria, D, Bertoletti, E, D'Amico, F, Caronzolo, F, Grippa, A, Lombardo, G, Pipicella, T, Antonino, S, Francesco, C, Valeria, P, Daniela, L, Domenico, C, Giorgio, B, March, A, Nitti, M, Felici, A, Pavan, S, Piazzani, F, Lunelli, A, Dimori, S, Margotta, A, Soglia, T, Postacchini, D, Brunelli, R, Santini, S, Francavilla, M, Macchiati, I, Sorvillo, F, Giuli, C, Mecocci, P, Longo, A, Perticone, F, Addesi, D, Rosa, P, Bencardino, G, Falbo, T, Grillo, N, Marco, F, Mirella, F, Fanto, F, Isaia, G, Pezzilli, S, Bergamo, D, Furno, E, Rrodhe, S, Lucarini, S, Dijk, B, Dall'Acqua, F, Cappelletto, F, Calvani, D, Becheri, D, Giuseppe, M, Costanza, M, Vito, A, Francesca, B, Magherini, L, Novella, M, Franca, B, Lucia Gambardella, P, Valente, C, Ilaria, B, Alice, F, Porrino, P, Ceci, G, Giuliana, B, Michela, T, Eleonora, C, Ettore, E, Camellini, C, Servello, A, Grassi, A, Rozzini, R, Tironi, S, Grassi, M, Troisi, E, Carlo, C, Simona Gabriella, D, Flaminia, F, Federica, R, Beatrice, P, Sofia, T, Gabutto, A, Quazzo, L, Rosatello, A, Suraci, D, Tagliabue, B, Perrone, C, Ferrara, L, Castagna, A, Tremolada, M, Giuseppe, C, Stefano, B, Davide, O, Piano, S, Serviddio, G, Lo Buglio, A, Gurrera, T, Merlo, V, Rovai, C, Cotroneo, A, Carlucci, R, Abbaldo, A, Monzani, F, Qasem, A, Bini, G, Tafuto, S, Galli, G, Bruni, A, Mancuso, G, Calipari, D, Giuseppe Massimiliano, D, Bernardini, B, Corsini, C, Michele, C, Sara, D, Cagnin, A, Fragiacomo, F, Pompanin, S, Piero, A, Marco, C, Zurlo, A, Guerra, G, Pala, M, Menozzi, L, Gatti, C, Magon, S, Roberto, M, Alfredo, D, Fabio, F, Ruana, T, Elisa, M, Christian, M, Marco, P, Massimo, G, Di Francesco, V, Faccioli, S, Pellizzari, L, Giorgia, F, Barbagallo, G, Lunardelli, M, Martini, E, Ferrari, E, Macchiarulo, M, Corneli, M, Bacci, M, Battaglia, G, Anastasio, L, Lo Storto, M, Seresin, C, Simonato, M, Loreggian, M, Cestonaro, F, Durando, M, Latella, R, Mazzoleni, M, Russo, G, Ponte, M, Valchera, A, Salustri, G, Petritola, D, Costa, A, Sinforiani, E, Cotta, M, Pizio, R, Cester, A, Formilan, M, Pietro, B, Carbone, P, Cazzaniga, I, Appollonio, I, Cereda, D, Stabile, A, Xhani, R, Acampora, R, Tremolizzo, L, Federico, P, Antonio, C, Valerio, P, Cesare, B, Zhirajr, M, Giovanni, V, Maria, A, Mariaelena, S, Bottacchi, E, Bucciantini, E, Di Giovanni, M, Franchi, F, Lucchetti, L, Mariani, C, Grande, G, Rapazzini, P, Marco, M, Romanelli, G, Franco, N, Alessio, M, Nicola, L, Laura, P, Nazario, P, Chiara, G, Soccorso, P, Andrea, S, Luca, B, Francesca, S, Roberto, A, Anna, C, Fugazza, L, Guerrini, C, De Paduanis, G, Iallonardo, L, Palumbo, P, Zuliani, G, Ortolani, B, Capatti, E, Soavi, C, Bianchi, L, Francesconi, D, Miselli, A, Gloria, B, Tommaso, R, Chiara, P, Agata, M, Marco, D, Luca, M, Gianluca, G, Suardi, T, Zaccarini, C, Manuela, R, Mirra, G, Muti, E, Bottura, R, Gianpaolo, M, Secreto, P, Bisio, E, Cecchettani, M, Naldi, T, Pallavicino, A, Pugliese, M, Iozzo, R, Grassi, G, Bombelli, M, Dell'Oro, R, Quarti Trevano, F, Giussani, G, Paternò, G, Contro, E, Mannironi, A, Giorli, E, Oberti, S, Fierro, B, Piccoli, T, Giacalone, F, Mandas, A, Serchisu, L, Costaggiu, D, Pinna, E, Orru, F, Mannai, M, Cordioli, Z, Pelizzari, L, Turcato, E, Arduini, P, Cacace, C, Chiloiro, R, Cimino, R, Ruberto, C, Giovanni, R, Pietro, G, Laura, G, Alberto, C, Carmen, R, Santo, P, Andriolli, A, Burattin, G, Rossi, L, Andreolli Antonino, C, Tezza, F, Maddalena, P, Laura, S, Crippa, P, Aloisio, P, Di Monda, T, Malighetti, A, Galbassini, G, Salutis, D, Ivaldi, C, Russo, A, Bennati, E, Pino, E, Zavarise, G, Pesci, A, Suigo, G, Faverio, P, Andrea, G, Sabrina, P, Zanasi, M, Moniello, G, Rostagno, C, Cartei, A, Polidori, G, Ungar, A, Melis, M, Martellini, E, Enrico, M, Monica, T, Antonella, G, Giovanna, L, Migliorini, M, Caramelli, F, Battiston, B, Berardino, M, Cavallo, S, Alessandro, M, Anna, S, Lombardi, B, D'Ippolito, P, Furini, A, Villani, D, Clara, R, Guarneri, M, Paolucci, S, Bassi, A, Coiro, P, De Angelis, D, Morone, G, Venturiero, V, Palleschi, L, Raganato, P, Di Niro, G, Rosa, C, Loredana, B, Imoscopi, A, Tibaldi, V, Bottignole G, G, Calvi, E, Clementi, C, Zanocchi, M, Agosta, L, Nortarelli, A, Provenzano, G, Mari, D, Romano, F, Rosini, F, Mansi, M, Rossi, S, Geriatria, A, Inzaghi, L, Bonini, G, Rossi, P, Potena, A, Lichii, M, Candiani, T, Grimaldi, W, Bertani, E, Alessandra, P, Calogero, P, Pinto, D, Bernardi, R, Nicolino, F, Galetti, C, Gianstefani, A, Giulia, C, Lorenzo, M, Odetti, P, Monacelli, F, Prefumo, M, Fiammetta, M, Canepa, M, Minaglia, C, Paolisso, G, Rizzo, M, Prestano, R, Dalise, A, Barra, D, Bosco, L, Asprinio, V, Dallape, L, Perina, E, Incalzi, R, Bartoli, I, Pluderi, A, Maina, A, Pecoraro, E, Sciarra, M, Prudente, A, Paola, M, Francesca, M, Manuel, V, Luisella, C, Maria, P, Tina, S, Benini, L, Levato, F, Mhiuta, V, Alius, F, Davidoaia, D, Giardini, V, Garancini, M, Bellamoli, C, Terranova, L, Bozzini, C, Tosoni, P, Provoli, E, Cascone, L, Dioli, A, Ferrarin, G, Bucci, A, Bua, G, Fenu, S, Bianchi, G, Casella, S, Romano, V, Maurizio, P, Mascherona, I, Belotti, G, Cavaliere, S, Cuni, E, Merciuc, N, Oberti, R, Veneziani, S, Capoferri, E, De Bernardi, E, Colombo, K, Bravi, M, Nicoletta, N, D'Arcangelo, P, Montenegro, N, Montanari, R, Lamanna, P, Gasperini, B, Isabella, M, Stefania, D, Gaia, A, Filippo, C, Palama, C, Di Emidio, C, Scarpini, E, Arighi, A, Fumagalli, G, Basilico, P, De Amicis Margherita, M, Marta, M, Diletta, M, Granata, A, Ranalli, C, Cammilli, A, Cavallini, M, Tricca, M, Natella, D, Gabbani, L, Tesi, F, Martella, L, Imbrici, R, Guerrini, G, Scotuzzi, A, Sozzi, F, Valenti, L, Chiarello, A, Monia, M, Pilotto, A, Prete, C, Senesi, B, Meta, A, Pendenza, E, Pasqualetti, G, Polini, A, Tognini, S, Ballino, E, Dell'Aquila, G, Gasparrini, P, Marotti, E, Migale, M, Scrimieri, A, Falsetti, L, Salvi, A, Toigo, G, Ceschia, G, Rosso, A, Tongiorgi, C, Scarpa, C, De Dominicis, L, Pucci, E, Renzi, S, Cartechini, E, Tomassini, P, Del Gobbo, M, Ugenti, F, Romeo, P, Nardelli, A, Lauretani, F, Visioli, S, Montanari, I, Ermini, F, Giordano, A, Pigato, G, Simeone, E, Barbujani, M, Giampieri, M, Amoruso, R, Piccinini, M, Ferrari, C, Gambetti, C, Sfrappini, M, Semeraro, L, Striuli, R, Pelliccioni, G, Marinelli, D, Fabi, K, Rossi, T, Pesallaccia, M, Sabbatini, D, Gobbi, B, Cerqua, R, Tagliani, G, Schlauser, E, Caser, L, Caramello, E, Sandigliano, F, Rosso, G, Ferrari, A, Bendini, C, Luisa, D, Casella, M, Prampolini, R, Scevola, M, Vitale, E, Roberto, B, Carlo, F, Sergio, F, Alberto, S, Daniela, Z, Giulia, B, Serena, G, Michele, B, Maugeri, D, Sorace, R, Anzaldi, M, De Gesu, R, Morrone, G, Davolio, F, Fabbo, A, Palmieri, M, Zoli, M, Forti, P, Pirazzoli, L, Fabbri, E, Terenzi, L, Bergolari, F, Wenter, C, Ruffini, I, Insam, M, Abraham, E, Kirchlechner, C, Cucinotta, D, Antonino, L, Basile, G, Grazia, A, Parise, P, Boccali, A, Amici, S, Gambacorta, M, Lasagni, A, Lovati, R, Giovinazzo, F, Kimak, E, Zappa, P, Medici, F, Lo Castro, M, Mauro, F, De Luca, A, Sancesario, G, Martorana, A, Scaricamazza, B, Toniolo, S, Di Lorenzo, F, Liguori, C, Lasco, A, Vita, N, Giomi, M, Forte, F, Padovani, A, Rozzini, L, Ceraso, A, Salvatore, C, Cottino, M, Vitali, S, Marelli, E, Tripi, G, Miceli, S, Urso, G, Grioni, G, Vezzadini, G, Misaggi, G, Forlani, C, Avanzi, S, Serena, S, Claudia, C, Marilena, V, Alberto, L, Diego, G, Alessandro, G, Iemolo, F, Sanzaro, E, D'Asta, G, Proietto, M, Carnemolla, A, Razza, G, Spadaro, D, Bertolotti, M, Mussi, C, Neviani, F, Roberto, C, Valentina, G, Linda, M, Francesca, V, Tarozzi, A, Balestri, F, Mannarino, G, Bigolari, M, Natale, A, Grassi, S, Bottaro, C, Stefanelli, S, Bovone, U, Tortorolo, U, Quadri, R, Leone, G, Ponzetto, M, Frasson, P, Annoni, G, Confalonieri, R, Corsi, M, Moretti, D, Teruzzi, F, Umidi, S, Mazzola, P, Perego, S, Persico, I, Olivieri, G, Bonfanti, A, Hajnalka, S, Galeazzi, M, Massariello, F, Anzuini, A, Caffarra, P, Barocco, F, Spallazzi, M, Paolo, C, Simonetta, M, Chioatto, P, Bortolamei, S, Soattin, L, Ruotolo, G, Beneamino, B, Giuseppe, B, Bertazzoli, M, Rota, E, Adobati, A, Scarpa, A, Granziera, S, Zuccher, P, Fabbro, A, Zara, D, Lo Nigro, A, Franchetti, L, Toniolo, M, Marcuzzo, C, Rollone, M, Guerriero, F, Sgarlata, C, Masse, A, Zatti, G, Piatti, M, Graci, J, Benati, G, Boschi, F, Biondi, M, Fiumi, N, Erika, T, Locatelli, S, Mauri, S, Beretta, M, Margheritis, L, Desideri, G, Liberatore, E, Carucci, A, Bonino, P, Caput, M, Antonietti, M, Polistena, G, De la Pierre, F, Mari, M, Massignani, P, Tombesi, F, Selvaggio, F, Verbo, B, Bodoni, P, Marchionni, N, Sabatini, T, Mussio, E, Magni, E, Bianchetti, A, Crucitti, A, Titoldini, G, Cossu, B, Fascendini, S, Licini, C, Tomasoni, A, Calderazzo, M, Daniela, T, Valentina, L, Melotti, R, Lilli, A, Buda, S, Adversi, M, Noro, G, Turco, R, Ubezio, M, Mantovani, A, Viola, M, Serrati, C, Pretta, S, Infante, M, Gentile, S, D'Ambrosio, V, Mazzanti, P, Brambilla, C, Sportelli, S, Platto, C, Faraci, B, Quattrocchi, D, Pernigotti, L, Pisu, C, Sicuro, F, Zagnoni, P, Ghiglia, S, Mosca, M, Corazzin, I, Deola, M, Biagini, C, Bencini, F, Cantini, C, Tonon, E, Pierinelli, S, Onofrj, M, Thomas, A, Filomena, B, Bonanni, L, Gabriella, C, Comi, G, Magnani, G, Santangelo, R, Mazzeo, S, Francesca, C, Giordano, C, Roberto, S, Barbieri, C, Giroldi, L, Bandini, F, Masina, M, Malservisi, S, Cicognani, A, Ricca, L, Piccininni, M, Tassinari, T, Brogi, D, Sugo, A, Alessandra, F, Sonia, M, Valerio, V, Andrea, U, Enrico, C, Vera, R, Assunta, S, Gianmaria, Z, Mauro, P, Barone, A, Razzano, M, Giuseppe, I, Angela, B, Francesco, S, Valeria, D, Federico, G, Lucia, P, Antonella, V, Elisabetta, D, Cristina, R, Nadia, C, Maria, S, Luciano, A, Chiara, C, Bini, P, Pignata, M, Enrico, B, Maria, V, Giovanni, C, Giorgio, C, Piera, R, Alberto, Z, Ceccon, A, Magrin, L, Marin, S, Barbara, S, Matteo, M, Caterina, P, Carla, R, Federica, G, Clara, T, Melania, C, Giampaolo, B, Stefano, G, Valeria, G, Lucia, M, Giovambattista, D, Ester, L, Cecilia, C, Maurizio, T, Nadia, B, Grillo, A, Arenare, F, Tonino, M, David, K, Giorgio, V, Ubaldo, B, Vincenzo, S, Stefano, M, Marino, F, Busonera Flavio, M, Paolo, A, Monica, M, Francesco, B, Roberto, F, Paolo, B, Durantemangoni, E, Testoni, M, Fabio, D, Loredana, S, Valeria, S, Fabiano, M, Annabella, D, Salvatore, D, Greco, A, Grazia, D, Daniele, S, Gianluca, R, Renzo, G, Sergio, M, Morena, B, Vitali, M, Marina, P, Paolo, D, Cristina, S, Orlandini, F, La Regina, M, Desiree, A, Mario, B, Paola, P, Padulo, F, Cristina, M, Dario, R, Giancarla, M, Guido, R, Elena, M, Marileda, N, Igor, B, Nicole, B, Elena, R, Paolillo, C, Riccardi, A, Claudia, B, Barbara, R, Silvia, V, Oliver, B, Mauro, C, Eleonora, M, Giuseppe, P, Rosaria, T, Maria, C, Davide, D, Stefania, C, Massimo, P, Luca, S, Martina, D, Paola, V, Lia, S, Sandro, C, Valentina, D, Erminia, B, Paola, C, Romina, R, Minisola, S, Luciano, C, Pasquale, A, Ilaria, L, Guglielmo, S, Marco, E, Sara, R, Paola, A, Claudio, A, Francesco, R, Alessandro, C, Simona, M, Lara, F, Paola, R, Simonetta, C, Antonella, C, Generoso, U, Fernando, G, Giuliano, C, Emanuela, S, Mariolina, S, Alessandro, D, Giulia, L, Famularo, S, Sandini, M, Pinotti, E, Gianotti, L, Antonella, B, Giulia, P, Sante, G, Rossi, A, Rubele, S, Sant, S, Marco, V, Danila, C, Fabio, R, Bandirali, M, Nicoletta, C, Laura, B, Paolo, T, Luciano, T, Leonello, A, Margherita, S, Pierluigi, D, Laura, R, Fabiana, T, Giovanna, C, Antonino, A, Felice, C, Danilo, F, Giovanna, D, Francesco, L, Salini, S, Giorgetta, C, Giovanni, G, Gerardo, B, Silvio, R, Letizia, S, Davide, B, Rosaria, R, Maria, D, Raffaele, P, Palmieri, V, Palasciano, G, Belfiore, A, Portincasa, P, Carlo, S, Alessia, D, Valiani, V, Carolina, B, Tiziana, C, Paola, T, Ugo, P, Giacomo, P, Castellano, M, Anna, G, Elisa, C, Federica, C, Antonietta, C, Luigi, M, Fabio, L, Salvatore, B, Gelosa, G, Viviana, A, Piras, V, Andrea, C, Alessandra, B, Coen, D, Magliola, R, Milanesio, D, Muzzulini, C, Paolo, F, Marinella, T, Sofia, C, Marta, B, Siano, P, Capo, G, Napoletano, R, Cecilia, P, Mancini, C, Del Buono, C, De Bartolomeo, G, Addolorata, M, Carmen, C, Moschettini, G, Franco, M, Daniela, R, D'Amico, G, Mirella, P, Endrizzi, C, Trotta, L, Ciarambino, T, Orazio, Z, Emanuela, T, Marta, S, Thomas, F, Giacomo, T, Ignazio, D, Andrea, B, Giuseppe, O, Emanuela, F, Serena, A, Elena, D, Serena, B, Erika, N, Elena, S, Manuela, P, Francesca, A, Angelo, T, Morandi A., Zambon A., Di Santo S. G., Mazzone A., Cherubini A., Mossello E., Bo M., Marengoni A., Bellelli G., Rispoli V., Malara A., Spadea F., Di Cello S., Ceravolo F., Fabiano F., Chiaradia G., Gabriele A., Lenino P., Andrea T., Settembrini V., Capomolla D., Citrino A., Scriva A., Bruno I., Secchi R., De Martino E., Muccinelli R., Lupi G., Paonessa P., Fabbri A., Passuti M. T., Castellari S., Po A., Gaggioli G., Varesi M., Moneti P., Capurso S., Latini V., Ghidotti S., Riccardelli F., Macchi M., Rigo R., Claudio P., Angelo B., Flavio C., Benedetta B., Boffelli S., Cassinadri A., Franzoni S., Spazzini E., Andretto D., Tonini G., Andreani L., Coralli M., Balotta A., Cancelliere R., Ballardini G., Simoncelli M., Mancini A., Strazzacapa M., Fabio S., De Filippi F., Giudice C., Dentizzi C., Azzini M., Cazzadori M., Mastroeni V., Bertassello P., Claudia Benati H. S., Nesta E., Tobaldini C., Guerini F., Elena T., Mombelloni P., Fontanini F., Gabriella L., Pizzorni C., Oliverio M., Del Grosso L. L., Giavedoni C., Bidoli G., Mazzei B., Corsonello A., Fusco S., Vena S., De Vuono T., Maiuri G., Luca F. F., Andrea A., Giovanni S., Rossella N., Castegnaro E., De Rosa S., Sechi R. B., Benvenuti E., Del Lungo I., Giardini S., Giulietti C., Mauro D. B., Eleonora B., Martina P., Irene F., Riccardo B., Federica S., Ilaria D. L., Bertoletti E., D'Amico F., Caronzolo F., Grippa A., Lombardo G., Pipicella T., Antonino S., Francesco C., Valeria P. G., Daniela L., Domenico C., Giorgio B., March A., Nitti M. T., Felici A., Pavan S., Piazzani F., Lunelli A., Dimori S., Margotta A., Soglia T., Postacchini D., Brunelli R., Santini S., Francavilla M., Macchiati I., Sorvillo F., Giuli C., Mecocci P., Longo A., Perticone F., Addesi D., Rosa P. C., Bencardino G., Falbo T., Grillo N., Marco F., Mirella F., Fanto F., Isaia G., Pezzilli S., Bergamo D., Furno E., Rrodhe S., Lucarini S., Dijk B., Dall'Acqua F., Cappelletto F., Calvani D., Becheri D., Giuseppe M., Costanza M., Vito A., Francesca B., Magherini L., Novella M., Franca B., Lucia Gambardella P. M., Valente C., Ilaria B., Alice F., Porrino P., Ceci G., Giuliana B., Michela T., Eleonora C., Ettore E., Camellini C., Servello A., Grassi A., Rozzini R., Tironi S., Grassi M. G., Troisi E., Carlo C., Simona Gabriella D. S., Flaminia F., Federica R., Beatrice P., Sofia T., Gabutto A., Quazzo L., Rosatello A., Suraci D., Tagliabue B., Perrone C., Ferrara L., Castagna A., Tremolada M. L., Giuseppe C., Stefano B., Davide O., Piano S., Serviddio G., Lo Buglio A., Gurrera T., Merlo V., Rovai C., Cotroneo A. M., Carlucci R., Abbaldo A., Monzani F., Qasem A. A., Bini G., Tafuto S., Galli G., Bruni A. C., Mancuso G., Calipari D., Giuseppe Massimiliano D. L., Bernardini B., Corsini C., Michele C., Sara D. F., Cagnin A., Fragiacomo F., Pompanin S., Piero A., Marco C., Zurlo A., Guerra G., Pala M., Menozzi L., Gatti C. D., Magon S., Roberto M., Alfredo D. G., Fabio F., Ruana T., Elisa M., Christian M., Marco P., Massimo G., Di Francesco V., Faccioli S., Pellizzari L., Giorgia F., Barbagallo G., Lunardelli M. L., Martini E., Ferrari E., Macchiarulo M., Corneli M., Bacci M., Battaglia G., Anastasio L., Lo Storto M. S., Seresin C., Simonato M., Loreggian M., Cestonaro F., Durando M., Latella R., Mazzoleni M., Russo G., Ponte M., Valchera A., Salustri G., Petritola D., Costa A., Sinforiani E., Cotta M. R., Pizio R. N., Cester A., Formilan M., Pietro B., Carbone P., Cazzaniga I., Appollonio I., Cereda D., Stabile A., Xhani R., Acampora R., Tremolizzo L., Federico P., Antonio C., Valerio P., Cesare B., Zhirajr M., Giovanni V., Maria A., Mariaelena S., Bottacchi E., Bucciantini E., Di Giovanni M., Franchi F., Lucchetti L., Mariani C., Grande G., Rapazzini P., Marco M., Romanelli G., Franco N., Alessio M., Nicola L., Laura P., Nazario P., Chiara G., Soccorso P., Andrea S., Luca B., Francesca S., Roberto A., Anna C., Fugazza L., Guerrini C., De Paduanis G., Iallonardo L., Palumbo P., Zuliani G., Ortolani B., Capatti E., Soavi C., Bianchi L., Francesconi D., Miselli A., Gloria B., Tommaso R., Chiara P., Agata M. M., Marco D. A., Luca M., Gianluca G., Suardi T., Zaccarini C., Manuela R., Mirra G., Muti E., Bottura R., Gianpaolo M., Secreto P., Bisio E., Cecchettani M., Naldi T., Pallavicino A., Pugliese M., Iozzo R. C., Grassi G., Bombelli M., Dell'Oro R., Quarti Trevano F., Giussani G. C., Paternò G., Contro E., Mannironi A., Giorli E., Oberti S., Fierro B., Piccoli T., Giacalone F., Mandas A., Serchisu L., Costaggiu D., Pinna E., Orru F., Mannai M., Cordioli Z., Pelizzari L., Turcato E., Arduini P., Cacace C., Chiloiro R., Cimino R., Ruberto C., Giovanni R., Pietro G., Laura G., Alberto C., Carmen R., Santo P. D., Andriolli A., Burattin G., Rossi L., Andreolli Antonino C. G., Tezza F., Maddalena P., Laura S., Crippa P., Aloisio P., Di Monda T., Malighetti A., Galbassini G., Salutis D., Ivaldi C., Russo A. M., Bennati E., Pino E., Zavarise G., Pesci A., Suigo G., Faverio P., Andrea G., Sabrina P., Zanasi M., Moniello G., Rostagno C., Cartei A., Polidori G., Ungar A., Melis M. R., Martellini E., Enrico M., Monica T., Antonella G., Giovanna L., Migliorini M., Caramelli F., Battiston B., Berardino M., Cavallo S., Alessandro M., Anna S., Lombardi B., D'Ippolito P., Furini A., Villani D., Clara R., Guarneri M., Paolucci S., Bassi A., Coiro P., De Angelis D., Morone G., Venturiero V., Palleschi L., Raganato P., Di Niro G., Rosa C. A., Loredana B., Imoscopi A., Tibaldi V., Bottignole G G., Calvi E., Clementi C., Zanocchi M., Agosta L., Nortarelli A., Provenzano G., Mari D., Romano F. Y., Rosini F., Mansi M., Rossi S., Geriatria A. R., Inzaghi L., Bonini G., Rossi P., Potena A., Lichii M., Candiani T., Grimaldi W., Bertani E., Alessandra P., Calogero P., Pinto D., Bernardi R., Nicolino F., Galetti C., Gianstefani A., Giulia C., Lorenzo M., Odetti P., Monacelli F., Prefumo M., Fiammetta M., Canepa M., Minaglia C., Paolisso G., Rizzo M. R., Prestano R., Dalise A. M., Barra D., Bosco L. D., Asprinio V., Dallape L., Perina E., Incalzi R. A., Bartoli I. R., Pluderi A., Maina A., Pecoraro E., Sciarra M., Prudente A., Paola M., Francesca M., Manuel V., Luisella C., Maria P. L., Tina S., Benini L., Levato F., Mhiuta V., Alius F., Davidoaia D., Giardini V., Garancini M., Bellamoli C., Terranova L., Bozzini C., Tosoni P., Provoli E., Cascone L., Dioli A., Ferrarin G., Bucci A., Bua G., Fenu S., Bianchi G., Casella S., Romano V., Maurizio P., Mascherona I., Belotti G., Cavaliere S., Cuni E., Merciuc N., Oberti R., Veneziani S., Capoferri E., De Bernardi E., Colombo K., Bravi M., Nicoletta N., D'Arcangelo P., Montenegro N., Montanari R., Lamanna P., Gasperini B., Isabella M., Stefania D., Gaia A., Filippo C., Palama C., Di Emidio C., Scarpini E., Arighi A., Fumagalli G., Basilico P., De Amicis Margherita M., Marta M., Diletta M., Granata A., Ranalli C., Cammilli A., Cavallini M. C., Tricca M., Natella D., Gabbani L., Tesi F., Martella L., Imbrici R., Guerrini G., Scotuzzi A. M., Sozzi F., Valenti L., Chiarello A., Monia M., Pilotto A., Prete C., Senesi B., Meta A. C., Pendenza E., Pasqualetti G., Polini A., Tognini S., Ballino E., Dell'Aquila G., Gasparrini P. M., Marotti E., Migale M., Scrimieri A., Falsetti L., Salvi A., Toigo G., Ceschia G., Rosso A., Tongiorgi C., Scarpa C., De Dominicis L., Pucci E., Renzi S., Cartechini E., Tomassini P. F., Del Gobbo M., Ugenti F., Romeo P., Nardelli A., Lauretani F., Visioli S., Montanari I., Ermini F., Giordano A., Pigato G., Simeone E., Barbujani M., Giampieri M., Amoruso R., Piccinini M., Ferrari C., Gambetti C., Sfrappini M., Semeraro L., Striuli R., Pelliccioni G., Marinelli D., Fabi K., Rossi T., Pesallaccia M., Sabbatini D., Gobbi B., Cerqua R., Tagliani G., Schlauser E., Caser L., Caramello E., Sandigliano F., Rosso G., Ferrari A., Bendini C., Luisa D. M., Casella M., Prampolini R., Scevola M., Vitale E., Roberto B., Carlo F., Sergio F., Alberto S., Daniela Z., Giulia B., Serena G., Michele B., Maugeri D., Sorace R., Anzaldi M., De Gesu R., Morrone G., Davolio F., Fabbo A., Palmieri M., Zoli M., Forti P., Pirazzoli L., Fabbri E., Terenzi L., Bergolari F., Wenter C., Ruffini I., Insam M., Abraham E., Kirchlechner C., Cucinotta D., Antonino L., Basile G., Grazia A. M., Parise P., Boccali A., Amici S., Gambacorta M., Lasagni A., Lovati R., Giovinazzo F., Kimak E., Zappa P., Medici F., Lo Castro M., Mauro F., De Luca A., Sancesario G., Martorana A., Scaricamazza B., Toniolo S., Di Lorenzo F., Liguori C., Lasco A., Vita N., Giomi M., Forte F., Padovani A., Rozzini L., Ceraso A., Salvatore C., Cottino M., Vitali S., Marelli E., Tripi G., Miceli S., Urso G., Grioni G., Vezzadini G., Misaggi G., Forlani C., Avanzi S., Serena S., Claudia C., Marilena V., Alberto L., Diego G., Alessandro G., Iemolo F., Sanzaro E., D'Asta G., Proietto M., Carnemolla A., Razza G., Spadaro D., Bertolotti M., Mussi C., Neviani F., Roberto C., Valentina G., Linda M., Francesca V., Tarozzi A., Balestri F., Mannarino G., Bigolari M., Natale A., Grassi S., Bottaro C., Stefanelli S., Bovone U., Tortorolo U., Quadri R., Leone G., Ponzetto M., Frasson P., Annoni G., Bruni A., Confalonieri R., Corsi M., Moretti D., Teruzzi F., Umidi S., Mazzola P., Perego S., Persico I., Olivieri G., Bonfanti A., Hajnalka S., Galeazzi M., Massariello F., Anzuini A., Caffarra P., Barocco F., Spallazzi M., Paolo C. G., Simonetta M., Chioatto P., Bortolamei S., Soattin L., Ruotolo G., Beneamino B., Giuseppe B., Bertazzoli M., Rota E., Adobati A., Scarpa A., Granziera S., Zuccher P., Fabbro A. D., Zara D., Lo Nigro A., Franchetti L., Toniolo M., Marcuzzo C., Rollone M., Guerriero F., Sgarlata C., Masse A., Zatti G., Piatti M., Graci J., Benati G., Boschi F., Biondi M., Fiumi N., Erika T., Locatelli S. M., Mauri S., Beretta M., Margheritis L., Desideri G., Liberatore E., Carucci A. C., Bonino P., Caput M., Antonietti M. P., Polistena G., De la Pierre F., Mari M., Massignani P., Tombesi F., Selvaggio F., Verbo B., Bodoni P., Marchionni N., Sabatini T., Mussio E., Magni E., Bianchetti A., Crucitti A., Titoldini G., Cossu B., Fascendini S., Licini C., Tomasoni A., Calderazzo M., Daniela T., Valentina L., Melotti R. M., Lilli A., Buda S., Adversi M., Noro G., Turco R., Ubezio M. C., Mantovani A. R., Viola M. C., Serrati C., Pretta S., Infante M., Gentile S., D'Ambrosio V., Mazzanti P., Brambilla C., Sportelli S., Platto C., Faraci B., Quattrocchi D., Pernigotti L. M., Pisu C., Sicuro F., Zagnoni P., Ghiglia S., Mosca M., Corazzin I., Deola M., Biagini C. A., Bencini F., Cantini C., Tonon E., Pierinelli S., Onofrj M., Thomas A., Filomena B., Bonanni L., Gabriella C., Comi G., Magnani G., Santangelo R., Mazzeo S., Francesca C., Giordano C., Roberto S. A., Barbieri C., Giroldi L., Bandini F., Masina M., Malservisi S., Cicognani A., Ricca L., Piccininni M., Tassinari T., Brogi D., Sugo A., Alessandra F., Sonia M., Valerio V., Andrea U. C., Enrico C., Vera R. F., Assunta S., Gianmaria Z., Mauro P., Barone A., Razzano M., Giuseppe I., Angela B., Francesco S., Valeria D. A., Federico G., Lucia P., Antonella V., Elisabetta D. C., Cristina R., Nadia C., Maria S., Luciano A., Chiara C., Bini P., Pignata M., Enrico B., Maria V., Giovanni C., Giorgio C., Piera R., Alberto Z., Ceccon A., Magrin L., Marin S., Barbara S., Matteo M., Caterina P. M., Carla R., Federica G., Clara T., Melania C., Giampaolo B., Stefano G., Valeria G., Lucia M., Giovambattista D., Ester L., Cecilia C. A., Maurizio T., Nadia B., Grillo A., Arenare F., Tonino M., David K., Giorgio V. P., Ubaldo B., Vincenzo S., Stefano M., Marino F., Busonera Flavio M. T., Paolo A., Monica M., Francesco B., Roberto F., Paolo B., DuranteMangoni E., Testoni M., Fabio D. S., Loredana S., Valeria S., Fabiano M., Annabella D. G., Salvatore D. C., Greco A., Grazia D. O., Daniele S., Gianluca R., Renzo G., Sergio M., Morena B., Vitali M., Marina P., Paolo D. C., Cristina S., Orlandini F., La Regina M., Desiree A., Mario B., Paola P., Padulo F., Cristina M., Dario R., Giancarla M., Guido R., Elena M., Marileda N., Igor B., Nicole B., Elena R., Paolillo C., Riccardi A., Claudia B., Barbara R., Silvia V., Oliver B., Mauro C., Eleonora M., Giuseppe P., Rosaria T., Maria C., Davide D. A., Stefania C., Massimo P., Luca S., Martina D. F., Paola V., Lia S., Sandro C., Valentina D. S., Erminia B., Paola C., Romina R., Minisola S., Luciano C., Pasquale A., Ilaria L., Guglielmo S., Marco E., Sara R., Paola A., Claudio A., Francesco R., Alessandro C., Simona M., Lara F., Paola R., Simonetta C., Antonella C., Generoso U., Fernando G., Giuliano C., Emanuela S., Mariolina S., Alessandro D., Giulia L., Famularo S., Sandini M., Pinotti E., Gianotti L., Antonella B., Giulia P., Sante G., Rossi A., Rubele S., Sant S., Marco V., Danila C., Fabio R., Bandirali M. P., Nicoletta C., Laura B., Paolo T., Luciano T., Leonello A., Margherita S., Stefania D. N., Pierluigi D. S., Laura R., Fabiana T., Giovanna C., Antonino A., Felice C., Danilo F., Giovanna D. B., Francesco L., Salini S., Angela B. M., Giorgetta C., Giovanni G., Gerardo B., Silvio R., Letizia S., Davide B., Rosaria R. M., Maria D. A., Raffaele P., Palmieri V. O., Palasciano G., Belfiore A., Portincasa P., Carlo S., Alessia D., Valiani V., Carolina B., Tiziana C., Paola T., Ugo P., Giacomo P., Castellano M., Anna G., Elisa C., Federica C., Antonietta C. M., Luigi M., Fabio L., Salvatore B., Gelosa G., Viviana A. T., Piras V., Andrea C., Alessandra B., Coen D., Magliola R., Milanesio D., Muzzulini C. L., Paolo F., Marinella T., Sofia C. M., Marta B., Siano P., Capo G., Napoletano R., Cecilia P., Mancini C., Del Buono C., De Bartolomeo G., Addolorata M., Carmen C., Giovanni V. A., Moschettini G., Franco M., Daniela R., D'Amico G., Mirella P., Endrizzi C., Trotta L., Ciarambino T., Orazio Z., Emanuela T., Marta S., Thomas F., Giacomo T., Ignazio D. F., Andrea B., Giuseppe O., Emanuela F., Serena A., Elena D. I., Serena B., Erika N., Roberto S., Elena S., Manuela P., Francesca A., Angelo T., Morandi, A, Zambon, A, Di Santo, S, Mazzone, A, Cherubini, A, Mossello, E, Bo, M, Marengoni, A, Bellelli, G, Rispoli, V, Malara, A, Spadea, F, Di Cello, S, Ceravolo, F, Fabiano, F, Chiaradia, G, Gabriele, A, Lenino, P, Andrea, T, Settembrini, V, Capomolla, D, Citrino, A, Scriva, A, Bruno, I, Secchi, R, De Martino, E, Muccinelli, R, Lupi, G, Paonessa, P, Fabbri, A, Passuti, M, Castellari, S, Po, A, Gaggioli, G, Varesi, M, Moneti, P, Capurso, S, Latini, V, Ghidotti, S, Riccardelli, F, Macchi, M, Rigo, R, Claudio, P, Angelo, B, Flavio, C, Benedetta, B, Boffelli, S, Cassinadri, A, Franzoni, S, Spazzini, E, Andretto, D, Tonini, G, Andreani, L, Coralli, M, Balotta, A, Cancelliere, R, Ballardini, G, Simoncelli, M, Mancini, A, Strazzacapa, M, Fabio, S, De Filippi, F, Giudice, C, Dentizzi, C, Azzini, M, Cazzadori, M, Mastroeni, V, Bertassello, P, Claudia Benati, H, Nesta, E, Tobaldini, C, Guerini, F, Elena, T, Mombelloni, P, Fontanini, F, Gabriella, L, Pizzorni, C, Oliverio, M, Del Grosso, L, Giavedoni, C, Bidoli, G, Mazzei, B, Corsonello, A, Fusco, S, Vena, S, De Vuono, T, Maiuri, G, Luca, F, Andrea, A, Giovanni, S, Rossella, N, Castegnaro, E, De Rosa, S, Sechi, R, Benvenuti, E, Del Lungo, I, Giardini, S, Giulietti, C, Mauro, D, Eleonora, B, Martina, P, Irene, F, Riccardo, B, Federica, S, Ilaria, D, Bertoletti, E, D'Amico, F, Caronzolo, F, Grippa, A, Lombardo, G, Pipicella, T, Antonino, S, Francesco, C, Valeria, P, Daniela, L, Domenico, C, Giorgio, B, March, A, Nitti, M, Felici, A, Pavan, S, Piazzani, F, Lunelli, A, Dimori, S, Margotta, A, Soglia, T, Postacchini, D, Brunelli, R, Santini, S, Francavilla, M, Macchiati, I, Sorvillo, F, Giuli, C, Mecocci, P, Longo, A, Perticone, F, Addesi, D, Rosa, P, Bencardino, G, Falbo, T, Grillo, N, Marco, F, Mirella, F, Fanto, F, Isaia, G, Pezzilli, S, Bergamo, D, Furno, E, Rrodhe, S, Lucarini, S, Dijk, B, Dall'Acqua, F, Cappelletto, F, Calvani, D, Becheri, D, Giuseppe, M, Costanza, M, Vito, A, Francesca, B, Magherini, L, Novella, M, Franca, B, Lucia Gambardella, P, Valente, C, Ilaria, B, Alice, F, Porrino, P, Ceci, G, Giuliana, B, Michela, T, Eleonora, C, Ettore, E, Camellini, C, Servello, A, Grassi, A, Rozzini, R, Tironi, S, Grassi, M, Troisi, E, Carlo, C, Simona Gabriella, D, Flaminia, F, Federica, R, Beatrice, P, Sofia, T, Gabutto, A, Quazzo, L, Rosatello, A, Suraci, D, Tagliabue, B, Perrone, C, Ferrara, L, Castagna, A, Tremolada, M, Giuseppe, C, Stefano, B, Davide, O, Piano, S, Serviddio, G, Lo Buglio, A, Gurrera, T, Merlo, V, Rovai, C, Cotroneo, A, Carlucci, R, Abbaldo, A, Monzani, F, Qasem, A, Bini, G, Tafuto, S, Galli, G, Bruni, A, Mancuso, G, Calipari, D, Giuseppe Massimiliano, D, Bernardini, B, Corsini, C, Michele, C, Sara, D, Cagnin, A, Fragiacomo, F, Pompanin, S, Piero, A, Marco, C, Zurlo, A, Guerra, G, Pala, M, Menozzi, L, Gatti, C, Magon, S, Roberto, M, Alfredo, D, Fabio, F, Ruana, T, Elisa, M, Christian, M, Marco, P, Massimo, G, Di Francesco, V, Faccioli, S, Pellizzari, L, Giorgia, F, Barbagallo, G, Lunardelli, M, Martini, E, Ferrari, E, Macchiarulo, M, Corneli, M, Bacci, M, Battaglia, G, Anastasio, L, Lo Storto, M, Seresin, C, Simonato, M, Loreggian, M, Cestonaro, F, Durando, M, Latella, R, Mazzoleni, M, Russo, G, Ponte, M, Valchera, A, Salustri, G, Petritola, D, Costa, A, Sinforiani, E, Cotta, M, Pizio, R, Cester, A, Formilan, M, Pietro, B, Carbone, P, Cazzaniga, I, Appollonio, I, Cereda, D, Stabile, A, Xhani, R, Acampora, R, Tremolizzo, L, Federico, P, Antonio, C, Valerio, P, Cesare, B, Zhirajr, M, Giovanni, V, Maria, A, Mariaelena, S, Bottacchi, E, Bucciantini, E, Di Giovanni, M, Franchi, F, Lucchetti, L, Mariani, C, Grande, G, Rapazzini, P, Marco, M, Romanelli, G, Franco, N, Alessio, M, Nicola, L, Laura, P, Nazario, P, Chiara, G, Soccorso, P, Andrea, S, Luca, B, Francesca, S, Roberto, A, Anna, C, Fugazza, L, Guerrini, C, De Paduanis, G, Iallonardo, L, Palumbo, P, Zuliani, G, Ortolani, B, Capatti, E, Soavi, C, Bianchi, L, Francesconi, D, Miselli, A, Gloria, B, Tommaso, R, Chiara, P, Agata, M, Marco, D, Luca, M, Gianluca, G, Suardi, T, Zaccarini, C, Manuela, R, Mirra, G, Muti, E, Bottura, R, Gianpaolo, M, Secreto, P, Bisio, E, Cecchettani, M, Naldi, T, Pallavicino, A, Pugliese, M, Iozzo, R, Grassi, G, Bombelli, M, Dell'Oro, R, Quarti Trevano, F, Giussani, G, Paternò, G, Contro, E, Mannironi, A, Giorli, E, Oberti, S, Fierro, B, Piccoli, T, Giacalone, F, Mandas, A, Serchisu, L, Costaggiu, D, Pinna, E, Orru, F, Mannai, M, Cordioli, Z, Pelizzari, L, Turcato, E, Arduini, P, Cacace, C, Chiloiro, R, Cimino, R, Ruberto, C, Giovanni, R, Pietro, G, Laura, G, Alberto, C, Carmen, R, Santo, P, Andriolli, A, Burattin, G, Rossi, L, Andreolli Antonino, C, Tezza, F, Maddalena, P, Laura, S, Crippa, P, Aloisio, P, Di Monda, T, Malighetti, A, Galbassini, G, Salutis, D, Ivaldi, C, Russo, A, Bennati, E, Pino, E, Zavarise, G, Pesci, A, Suigo, G, Faverio, P, Andrea, G, Sabrina, P, Zanasi, M, Moniello, G, Rostagno, C, Cartei, A, Polidori, G, Ungar, A, Melis, M, Martellini, E, Enrico, M, Monica, T, Antonella, G, Giovanna, L, Migliorini, M, Caramelli, F, Battiston, B, Berardino, M, Cavallo, S, Alessandro, M, Anna, S, Lombardi, B, D'Ippolito, P, Furini, A, Villani, D, Clara, R, Guarneri, M, Paolucci, S, Bassi, A, Coiro, P, De Angelis, D, Morone, G, Venturiero, V, Palleschi, L, Raganato, P, Di Niro, G, Rosa, C, Loredana, B, Imoscopi, A, Tibaldi, V, Bottignole G, G, Calvi, E, Clementi, C, Zanocchi, M, Agosta, L, Nortarelli, A, Provenzano, G, Mari, D, Romano, F, Rosini, F, Mansi, M, Rossi, S, Geriatria, A, Inzaghi, L, Bonini, G, Rossi, P, Potena, A, Lichii, M, Candiani, T, Grimaldi, W, Bertani, E, Alessandra, P, Calogero, P, Pinto, D, Bernardi, R, Nicolino, F, Galetti, C, Gianstefani, A, Giulia, C, Lorenzo, M, Odetti, P, Monacelli, F, Prefumo, M, Fiammetta, M, Canepa, M, Minaglia, C, Paolisso, G, Rizzo, M, Prestano, R, Dalise, A, Barra, D, Bosco, L, Asprinio, V, Dallape, L, Perina, E, Incalzi, R, Bartoli, I, Pluderi, A, Maina, A, Pecoraro, E, Sciarra, M, Prudente, A, Paola, M, Francesca, M, Manuel, V, Luisella, C, Maria, P, Tina, S, Benini, L, Levato, F, Mhiuta, V, Alius, F, Davidoaia, D, Giardini, V, Garancini, M, Bellamoli, C, Terranova, L, Bozzini, C, Tosoni, P, Provoli, E, Cascone, L, Dioli, A, Ferrarin, G, Bucci, A, Bua, G, Fenu, S, Bianchi, G, Casella, S, Romano, V, Maurizio, P, Mascherona, I, Belotti, G, Cavaliere, S, Cuni, E, Merciuc, N, Oberti, R, Veneziani, S, Capoferri, E, De Bernardi, E, Colombo, K, Bravi, M, Nicoletta, N, D'Arcangelo, P, Montenegro, N, Montanari, R, Lamanna, P, Gasperini, B, Isabella, M, Stefania, D, Gaia, A, Filippo, C, Palama, C, Di Emidio, C, Scarpini, E, Arighi, A, Fumagalli, G, Basilico, P, De Amicis Margherita, M, Marta, M, Diletta, M, Granata, A, Ranalli, C, Cammilli, A, Cavallini, M, Tricca, M, Natella, D, Gabbani, L, Tesi, F, Martella, L, Imbrici, R, Guerrini, G, Scotuzzi, A, Sozzi, F, Valenti, L, Chiarello, A, Monia, M, Pilotto, A, Prete, C, Senesi, B, Meta, A, Pendenza, E, Pasqualetti, G, Polini, A, Tognini, S, Ballino, E, Dell'Aquila, G, Gasparrini, P, Marotti, E, Migale, M, Scrimieri, A, Falsetti, L, Salvi, A, Toigo, G, Ceschia, G, Rosso, A, Tongiorgi, C, Scarpa, C, De Dominicis, L, Pucci, E, Renzi, S, Cartechini, E, Tomassini, P, Del Gobbo, M, Ugenti, F, Romeo, P, Nardelli, A, Lauretani, F, Visioli, S, Montanari, I, Ermini, F, Giordano, A, Pigato, G, Simeone, E, Barbujani, M, Giampieri, M, Amoruso, R, Piccinini, M, Ferrari, C, Gambetti, C, Sfrappini, M, Semeraro, L, Striuli, R, Pelliccioni, G, Marinelli, D, Fabi, K, Rossi, T, Pesallaccia, M, Sabbatini, D, Gobbi, B, Cerqua, R, Tagliani, G, Schlauser, E, Caser, L, Caramello, E, Sandigliano, F, Rosso, G, Ferrari, A, Bendini, C, Luisa, D, Casella, M, Prampolini, R, Scevola, M, Vitale, E, Roberto, B, Carlo, F, Sergio, F, Alberto, S, Daniela, Z, Giulia, B, Serena, G, Michele, B, Maugeri, D, Sorace, R, Anzaldi, M, De Gesu, R, Morrone, G, Davolio, F, Fabbo, A, Palmieri, M, Zoli, M, Forti, P, Pirazzoli, L, Fabbri, E, Terenzi, L, Bergolari, F, Wenter, C, Ruffini, I, Insam, M, Abraham, E, Kirchlechner, C, Cucinotta, D, Antonino, L, Basile, G, Grazia, A, Parise, P, Boccali, A, Amici, S, Gambacorta, M, Lasagni, A, Lovati, R, Giovinazzo, F, Kimak, E, Zappa, P, Medici, F, Lo Castro, M, Mauro, F, De Luca, A, Sancesario, G, Martorana, A, Scaricamazza, B, Toniolo, S, Di Lorenzo, F, Liguori, C, Lasco, A, Vita, N, Giomi, M, Forte, F, Padovani, A, Rozzini, L, Ceraso, A, Salvatore, C, Cottino, M, Vitali, S, Marelli, E, Tripi, G, Miceli, S, Urso, G, Grioni, G, Vezzadini, G, Misaggi, G, Forlani, C, Avanzi, S, Serena, S, Claudia, C, Marilena, V, Alberto, L, Diego, G, Alessandro, G, Iemolo, F, Sanzaro, E, D'Asta, G, Proietto, M, Carnemolla, A, Razza, G, Spadaro, D, Bertolotti, M, Mussi, C, Neviani, F, Roberto, C, Valentina, G, Linda, M, Francesca, V, Tarozzi, A, Balestri, F, Mannarino, G, Bigolari, M, Natale, A, Grassi, S, Bottaro, C, Stefanelli, S, Bovone, U, Tortorolo, U, Quadri, R, Leone, G, Ponzetto, M, Frasson, P, Annoni, G, Confalonieri, R, Corsi, M, Moretti, D, Teruzzi, F, Umidi, S, Mazzola, P, Perego, S, Persico, I, Olivieri, G, Bonfanti, A, Hajnalka, S, Galeazzi, M, Massariello, F, Anzuini, A, Caffarra, P, Barocco, F, Spallazzi, M, Paolo, C, Simonetta, M, Chioatto, P, Bortolamei, S, Soattin, L, Ruotolo, G, Beneamino, B, Giuseppe, B, Bertazzoli, M, Rota, E, Adobati, A, Scarpa, A, Granziera, S, Zuccher, P, Fabbro, A, Zara, D, Lo Nigro, A, Franchetti, L, Toniolo, M, Marcuzzo, C, Rollone, M, Guerriero, F, Sgarlata, C, Masse, A, Zatti, G, Piatti, M, Graci, J, Benati, G, Boschi, F, Biondi, M, Fiumi, N, Erika, T, Locatelli, S, Mauri, S, Beretta, M, Margheritis, L, Desideri, G, Liberatore, E, Carucci, A, Bonino, P, Caput, M, Antonietti, M, Polistena, G, De la Pierre, F, Mari, M, Massignani, P, Tombesi, F, Selvaggio, F, Verbo, B, Bodoni, P, Marchionni, N, Sabatini, T, Mussio, E, Magni, E, Bianchetti, A, Crucitti, A, Titoldini, G, Cossu, B, Fascendini, S, Licini, C, Tomasoni, A, Calderazzo, M, Daniela, T, Valentina, L, Melotti, R, Lilli, A, Buda, S, Adversi, M, Noro, G, Turco, R, Ubezio, M, Mantovani, A, Viola, M, Serrati, C, Pretta, S, Infante, M, Gentile, S, D'Ambrosio, V, Mazzanti, P, Brambilla, C, Sportelli, S, Platto, C, Faraci, B, Quattrocchi, D, Pernigotti, L, Pisu, C, Sicuro, F, Zagnoni, P, Ghiglia, S, Mosca, M, Corazzin, I, Deola, M, Biagini, C, Bencini, F, Cantini, C, Tonon, E, Pierinelli, S, Onofrj, M, Thomas, A, Filomena, B, Bonanni, L, Gabriella, C, Comi, G, Magnani, G, Santangelo, R, Mazzeo, S, Francesca, C, Giordano, C, Roberto, S, Barbieri, C, Giroldi, L, Bandini, F, Masina, M, Malservisi, S, Cicognani, A, Ricca, L, Piccininni, M, Tassinari, T, Brogi, D, Sugo, A, Alessandra, F, Sonia, M, Valerio, V, Andrea, U, Enrico, C, Vera, R, Assunta, S, Gianmaria, Z, Mauro, P, Barone, A, Razzano, M, Giuseppe, I, Angela, B, Francesco, S, Valeria, D, Federico, G, Lucia, P, Antonella, V, Elisabetta, D, Cristina, R, Nadia, C, Maria, S, Luciano, A, Chiara, C, Bini, P, Pignata, M, Enrico, B, Maria, V, Giovanni, C, Giorgio, C, Piera, R, Alberto, Z, Ceccon, A, Magrin, L, Marin, S, Barbara, S, Matteo, M, Caterina, P, Carla, R, Federica, G, Clara, T, Melania, C, Giampaolo, B, Stefano, G, Valeria, G, Lucia, M, Giovambattista, D, Ester, L, Cecilia, C, Maurizio, T, Nadia, B, Grillo, A, Arenare, F, Tonino, M, David, K, Giorgio, V, Ubaldo, B, Vincenzo, S, Stefano, M, Marino, F, Busonera Flavio, M, Paolo, A, Monica, M, Francesco, B, Roberto, F, Paolo, B, Durantemangoni, E, Testoni, M, Fabio, D, Loredana, S, Valeria, S, Fabiano, M, Annabella, D, Salvatore, D, Greco, A, Grazia, D, Daniele, S, Gianluca, R, Renzo, G, Sergio, M, Morena, B, Vitali, M, Marina, P, Paolo, D, Cristina, S, Orlandini, F, La Regina, M, Desiree, A, Mario, B, Paola, P, Padulo, F, Cristina, M, Dario, R, Giancarla, M, Guido, R, Elena, M, Marileda, N, Igor, B, Nicole, B, Elena, R, Paolillo, C, Riccardi, A, Claudia, B, Barbara, R, Silvia, V, Oliver, B, Mauro, C, Eleonora, M, Giuseppe, P, Rosaria, T, Maria, C, Davide, D, Stefania, C, Massimo, P, Luca, S, Martina, D, Paola, V, Lia, S, Sandro, C, Valentina, D, Erminia, B, Paola, C, Romina, R, Minisola, S, Luciano, C, Pasquale, A, Ilaria, L, Guglielmo, S, Marco, E, Sara, R, Paola, A, Claudio, A, Francesco, R, Alessandro, C, Simona, M, Lara, F, Paola, R, Simonetta, C, Antonella, C, Generoso, U, Fernando, G, Giuliano, C, Emanuela, S, Mariolina, S, Alessandro, D, Giulia, L, Famularo, S, Sandini, M, Pinotti, E, Gianotti, L, Antonella, B, Giulia, P, Sante, G, Rossi, A, Rubele, S, Sant, S, Marco, V, Danila, C, Fabio, R, Bandirali, M, Nicoletta, C, Laura, B, Paolo, T, Luciano, T, Leonello, A, Margherita, S, Pierluigi, D, Laura, R, Fabiana, T, Giovanna, C, Antonino, A, Felice, C, Danilo, F, Giovanna, D, Francesco, L, Salini, S, Giorgetta, C, Giovanni, G, Gerardo, B, Silvio, R, Letizia, S, Davide, B, Rosaria, R, Maria, D, Raffaele, P, Palmieri, V, Palasciano, G, Belfiore, A, Portincasa, P, Carlo, S, Alessia, D, Valiani, V, Carolina, B, Tiziana, C, Paola, T, Ugo, P, Giacomo, P, Castellano, M, Anna, G, Elisa, C, Federica, C, Antonietta, C, Luigi, M, Fabio, L, Salvatore, B, Gelosa, G, Viviana, A, Piras, V, Andrea, C, Alessandra, B, Coen, D, Magliola, R, Milanesio, D, Muzzulini, C, Paolo, F, Marinella, T, Sofia, C, Marta, B, Siano, P, Capo, G, Napoletano, R, Cecilia, P, Mancini, C, Del Buono, C, De Bartolomeo, G, Addolorata, M, Carmen, C, Moschettini, G, Franco, M, Daniela, R, D'Amico, G, Mirella, P, Endrizzi, C, Trotta, L, Ciarambino, T, Orazio, Z, Emanuela, T, Marta, S, Thomas, F, Giacomo, T, Ignazio, D, Andrea, B, Giuseppe, O, Emanuela, F, Serena, A, Elena, D, Serena, B, Erika, N, Elena, S, Manuela, P, Francesca, A, Angelo, T, Morandi A., Zambon A., Di Santo S. G., Mazzone A., Cherubini A., Mossello E., Bo M., Marengoni A., Bellelli G., Rispoli V., Malara A., Spadea F., Di Cello S., Ceravolo F., Fabiano F., Chiaradia G., Gabriele A., Lenino P., Andrea T., Settembrini V., Capomolla D., Citrino A., Scriva A., Bruno I., Secchi R., De Martino E., Muccinelli R., Lupi G., Paonessa P., Fabbri A., Passuti M. T., Castellari S., Po A., Gaggioli G., Varesi M., Moneti P., Capurso S., Latini V., Ghidotti S., Riccardelli F., Macchi M., Rigo R., Claudio P., Angelo B., Flavio C., Benedetta B., Boffelli S., Cassinadri A., Franzoni S., Spazzini E., Andretto D., Tonini G., Andreani L., Coralli M., Balotta A., Cancelliere R., Ballardini G., Simoncelli M., Mancini A., Strazzacapa M., Fabio S., De Filippi F., Giudice C., Dentizzi C., Azzini M., Cazzadori M., Mastroeni V., Bertassello P., Claudia Benati H. S., Nesta E., Tobaldini C., Guerini F., Elena T., Mombelloni P., Fontanini F., Gabriella L., Pizzorni C., Oliverio M., Del Grosso L. L., Giavedoni C., Bidoli G., Mazzei B., Corsonello A., Fusco S., Vena S., De Vuono T., Maiuri G., Luca F. F., Andrea A., Giovanni S., Rossella N., Castegnaro E., De Rosa S., Sechi R. B., Benvenuti E., Del Lungo I., Giardini S., Giulietti C., Mauro D. B., Eleonora B., Martina P., Irene F., Riccardo B., Federica S., Ilaria D. L., Bertoletti E., D'Amico F., Caronzolo F., Grippa A., Lombardo G., Pipicella T., Antonino S., Francesco C., Valeria P. G., Daniela L., Domenico C., Giorgio B., March A., Nitti M. T., Felici A., Pavan S., Piazzani F., Lunelli A., Dimori S., Margotta A., Soglia T., Postacchini D., Brunelli R., Santini S., Francavilla M., Macchiati I., Sorvillo F., Giuli C., Mecocci P., Longo A., Perticone F., Addesi D., Rosa P. C., Bencardino G., Falbo T., Grillo N., Marco F., Mirella F., Fanto F., Isaia G., Pezzilli S., Bergamo D., Furno E., Rrodhe S., Lucarini S., Dijk B., Dall'Acqua F., Cappelletto F., Calvani D., Becheri D., Giuseppe M., Costanza M., Vito A., Francesca B., Magherini L., Novella M., Franca B., Lucia Gambardella P. M., Valente C., Ilaria B., Alice F., Porrino P., Ceci G., Giuliana B., Michela T., Eleonora C., Ettore E., Camellini C., Servello A., Grassi A., Rozzini R., Tironi S., Grassi M. G., Troisi E., Carlo C., Simona Gabriella D. S., Flaminia F., Federica R., Beatrice P., Sofia T., Gabutto A., Quazzo L., Rosatello A., Suraci D., Tagliabue B., Perrone C., Ferrara L., Castagna A., Tremolada M. L., Giuseppe C., Stefano B., Davide O., Piano S., Serviddio G., Lo Buglio A., Gurrera T., Merlo V., Rovai C., Cotroneo A. M., Carlucci R., Abbaldo A., Monzani F., Qasem A. A., Bini G., Tafuto S., Galli G., Bruni A. C., Mancuso G., Calipari D., Giuseppe Massimiliano D. L., Bernardini B., Corsini C., Michele C., Sara D. F., Cagnin A., Fragiacomo F., Pompanin S., Piero A., Marco C., Zurlo A., Guerra G., Pala M., Menozzi L., Gatti C. D., Magon S., Roberto M., Alfredo D. G., Fabio F., Ruana T., Elisa M., Christian M., Marco P., Massimo G., Di Francesco V., Faccioli S., Pellizzari L., Giorgia F., Barbagallo G., Lunardelli M. L., Martini E., Ferrari E., Macchiarulo M., Corneli M., Bacci M., Battaglia G., Anastasio L., Lo Storto M. S., Seresin C., Simonato M., Loreggian M., Cestonaro F., Durando M., Latella R., Mazzoleni M., Russo G., Ponte M., Valchera A., Salustri G., Petritola D., Costa A., Sinforiani E., Cotta M. R., Pizio R. N., Cester A., Formilan M., Pietro B., Carbone P., Cazzaniga I., Appollonio I., Cereda D., Stabile A., Xhani R., Acampora R., Tremolizzo L., Federico P., Antonio C., Valerio P., Cesare B., Zhirajr M., Giovanni V., Maria A., Mariaelena S., Bottacchi E., Bucciantini E., Di Giovanni M., Franchi F., Lucchetti L., Mariani C., Grande G., Rapazzini P., Marco M., Romanelli G., Franco N., Alessio M., Nicola L., Laura P., Nazario P., Chiara G., Soccorso P., Andrea S., Luca B., Francesca S., Roberto A., Anna C., Fugazza L., Guerrini C., De Paduanis G., Iallonardo L., Palumbo P., Zuliani G., Ortolani B., Capatti E., Soavi C., Bianchi L., Francesconi D., Miselli A., Gloria B., Tommaso R., Chiara P., Agata M. M., Marco D. A., Luca M., Gianluca G., Suardi T., Zaccarini C., Manuela R., Mirra G., Muti E., Bottura R., Gianpaolo M., Secreto P., Bisio E., Cecchettani M., Naldi T., Pallavicino A., Pugliese M., Iozzo R. C., Grassi G., Bombelli M., Dell'Oro R., Quarti Trevano F., Giussani G. 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G., Simonetta M., Chioatto P., Bortolamei S., Soattin L., Ruotolo G., Beneamino B., Giuseppe B., Bertazzoli M., Rota E., Adobati A., Scarpa A., Granziera S., Zuccher P., Fabbro A. D., Zara D., Lo Nigro A., Franchetti L., Toniolo M., Marcuzzo C., Rollone M., Guerriero F., Sgarlata C., Masse A., Zatti G., Piatti M., Graci J., Benati G., Boschi F., Biondi M., Fiumi N., Erika T., Locatelli S. M., Mauri S., Beretta M., Margheritis L., Desideri G., Liberatore E., Carucci A. C., Bonino P., Caput M., Antonietti M. P., Polistena G., De la Pierre F., Mari M., Massignani P., Tombesi F., Selvaggio F., Verbo B., Bodoni P., Marchionni N., Sabatini T., Mussio E., Magni E., Bianchetti A., Crucitti A., Titoldini G., Cossu B., Fascendini S., Licini C., Tomasoni A., Calderazzo M., Daniela T., Valentina L., Melotti R. M., Lilli A., Buda S., Adversi M., Noro G., Turco R., Ubezio M. C., Mantovani A. R., Viola M. C., Serrati C., Pretta S., Infante M., Gentile S., D'Ambrosio V., Mazzanti P., Brambilla C., Sportelli S., Platto C., Faraci B., Quattrocchi D., Pernigotti L. M., Pisu C., Sicuro F., Zagnoni P., Ghiglia S., Mosca M., Corazzin I., Deola M., Biagini C. A., Bencini F., Cantini C., Tonon E., Pierinelli S., Onofrj M., Thomas A., Filomena B., Bonanni L., Gabriella C., Comi G., Magnani G., Santangelo R., Mazzeo S., Francesca C., Giordano C., Roberto S. A., Barbieri C., Giroldi L., Bandini F., Masina M., Malservisi S., Cicognani A., Ricca L., Piccininni M., Tassinari T., Brogi D., Sugo A., Alessandra F., Sonia M., Valerio V., Andrea U. C., Enrico C., Vera R. F., Assunta S., Gianmaria Z., Mauro P., Barone A., Razzano M., Giuseppe I., Angela B., Francesco S., Valeria D. A., Federico G., Lucia P., Antonella V., Elisabetta D. 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F., Andrea B., Giuseppe O., Emanuela F., Serena A., Elena D. I., Serena B., Erika N., Roberto S., Elena S., Manuela P., Francesca A., and Angelo T.

Abstract

Objectives: Few studies have analyzed factors associated with delirium subtypes. In this study, we investigate factors associated with subtypes of delirium only in patients with dementia to provide insights on the possible prevention and treatments. Design: This is a cross-sectional study nested in the “Delirium Day” study, a nationwide Italian point-prevalence study. Setting and Participants: Older patients admitted to 205 acute and 92 rehabilitation hospital wards. Measures: Delirium was evaluated with the 4-AT and the motor subtypes with the Delirium Motor Subtype Scale. Dementia was defined by the presence of a documented diagnosis in the medical records and/or prescription of acetylcholinesterase inhibitors or memantine prior to admission. Results: Of the 1057 patients with dementia, 35% had delirium, with 25.6% hyperactive, 33.1% hypoactive, 34.5% mixed, and 6.7% nonmotor subtype. There were higher odds of having venous catheters in the hypoactive (OR 1.82, 95% CI 1.18-2.81) and mixed type of delirium (OR 2.23, CI 1.43-3.46), whereas higher odds of urinary catheters in the hypoactive (OR 2.91, CI 1.92-4.39), hyperactive (OR 1.99, CI 1.23-3.21), and mixed types of delirium (OR 2.05, CI 1.36-3.07). We found higher odds of antipsychotics both in the hyperactive (OR 2.87, CI 1.81-4.54) and mixed subtype (OR 1.84, CI 1.24-2.75), whereas higher odds of antibiotics was present only in the mixed subtype (OR 1.91, CI 1.26-2.87). Conclusions and Implications: In patients with dementia, the mixed delirium subtype is the most prevalent followed by the hypoactive, hyperactive, and nonmotor subtype. Motor subtypes of delirium may be triggered by clinical factors, including the use of venous and urinary catheters, and the use of antipsychotics. Future studies are necessary to provide further insights on the possible pathophysiology of delirium in patients with dementia and to address the optimization of the management of potential risk factors.

Published
2020

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