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362 results on '"Renier G"'

1. Philippine Eagle Optimization Algorithm

Author

Erika Antonette T. Enriquez, Renier G. Mendoza, and Arrianne Crystal T. Velasco

Subjects
Electrical impedance tomography, metaheuristic search, nature-inspired algorithm, neutral delay differential equation, numerical optimization, Philippine Eagle, Electrical engineering. Electronics. Nuclear engineering, TK1-9971
Abstract

We propose the Philippine Eagle Optimization Algorithm (PEOA), which is a meta-heuristic and population-based search algorithm inspired by the territorial hunting behavior of the Philippine Eagle. From an initial random population of eagles in a given search space, the best eagle is selected and undergoes a local food search using the interior point method as its means of exploitation. The population is then divided into three subpopulations, and each subpopulation is assigned an operator which aids in the exploration. Once the respective operators are applied, the new eagles with improved function values replace the older ones. The best eagle of the population is then updated and conducts a local food search again. These steps are done iteratively, and the food searched by the final best eagle is the optimal solution of the search space. PEOA is tested on 20 optimization test functions with different modality, separability, and dimension properties. The performance of PEOA is compared to 13 other optimization algorithms. To further validate the effectiveness of PEOA, it is also applied to image reconstruction in electrical impedance tomography and parameter identification in a neutral delay differential equation model. Numerical results show that PEOA can obtain accurate solutions to various functions and problems. PEOA proves to be the most computationally inexpensive algorithm relative to the others examined, while also helping promote the critically endangered Philippine Eagle.

Published
2022
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2. Parameter Estimation in Neutral Delay Differential Equations Using Genetic Algorithm With Multi-Parent Crossover

Author

Cristeta U. Jamilla, Renier G. Mendoza, and Victoria May P. Mendoza

Subjects
Neutral delay differential equations, parameter estimation, genetic algorithm, bootstrapping, inverse problem, heuristic algorithms, Electrical engineering. Electronics. Nuclear engineering, TK1-9971
Abstract

Neutral delay differential equations (NDDEs) are differential equations containing time lags not only in the states but also in the state derivatives. NDDEs have applications in modeling physical and biological systems. An NDDE model may consist of several parameters, some of which can be determined using available data. Various numerical techniques have been studied to estimate parameters of mathematical models. In this study, parameter estimation is posed as an optimization problem. The use of heuristic algorithms in parameter estimation has gained popularity because of its ease of implementation, requiring only function evaluations. But to our knowledge, heuristic algorithms have never been employed in estimating parameters in NDDE models. In this work, we apply Genetic Algorithm with Multi-Parent Crossover (GA-MPC) to obtain parameter estimates of three NDDE models with a discrete delay. We compare the estimates to those obtained using standard heuristic algorithms. Results show that GA-MPC is capable of consistently identifying model parameters that provide a good fit of the model to the data.

Published
2021
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3. Explicit solution of a Lotka-Sharpe-McKendrick system involving neutral delay differential equations using the r-Lambert W function

Author

Cristeta U. Jamilla, Renier G. Mendoza, and Victoria May P. Mendoza

Subjects
age-structured population model, r-lambert w function, neutral delay differential equation, explicit solution, lotka-sharpe-mckendrick system, insect population model, Biotechnology, TP248.13-248.65, Mathematics, QA1-939
Abstract

Structured population models, which account for the state of individuals given features such as age, gender, and size, are widely used in the fields of ecology and biology. In this paper, we consider an age-structured population model describing the population of adults and juveniles. The model consists of a system of ordinary and neutral delay differential equations. We present an explicit solution to the model using a generalization of the Lambert W function called the r-Lambert W function. Numerical simulations with varying parameters and initial conditions are done to illustrate the obtained solution. The proposed method is also applied to an insect population model with long larval and short adult phases.

Published
2020
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4. A mathematical model of the dynamics of lymphatic filariasis in Caraga Region, the Philippines

Author

Pamela Kim N. Salonga, Victoria May P. Mendoza, Renier G. Mendoza, and Vicente Y. Belizario

Subjects
lymphatic filariasis, mathematical modelling, sensitivity analysis, parameter estimation, optimal control, Caraga Region, Science
Abstract

Despite being one of the first countries to implement mass drug administration (MDA) for elimination of lymphatic filariasis (LF) in 2001 after a pilot study in 2000, the Philippines is yet to eliminate the disease as a public health problem with 6 out of the 46 endemic provinces still implementing MDA for LF as of 2018. In this work, we propose a mathematical model of the transmission dynamics of LF in the Philippines and a control strategy for its elimination using MDA. Sensitivity analysis using the Latin hypercube sampling and partial rank correlation coefficient methods suggests that the infected human population is most sensitive to the treatment parameters. Using the available LF data in Caraga Region from the Philippine Department of Health, we estimate the treatment rates r1 and r2 using the least-squares parameter estimation technique. Parameter bootstrapping showed small variability in the parameter estimates. Finally, we apply optimal control theory with the objective of minimizing the infected human population and the corresponding implementation cost of MDA, using the treatment coverage γ as the control parameter. Simulation results highlight the importance of maintaining a high MDA coverage per year to effectively minimize the infected population by the year 2030.

Published
2021
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6. Philippine Eagle Optimization Algorithm

Author

Enriquez, Erika Antonette T., Mendoza, Renier G., and Velasco, Arrianne Crystal T.

Subjects
Mathematics - Optimization and Control, Mathematics - Numerical Analysis
Abstract

We propose the Philippine Eagle Optimization Algorithm (PEOA), which is a meta-heuristic and population-based search algorithm inspired by the territorial hunting behavior of the Philippine Eagle. From an initial random population of eagles in a given search space, the best eagle is selected and undergoes a local food search using the interior point method as its means of exploitation. The population is then divided into three subpopulations, and each subpopulation is assigned an operator which aids in the exploration. Once the respective operators are applied, the new eagles with improved function values replace the older ones. The best eagle of the population is then updated and conducts a local food search again. These steps are done iteratively, and the food searched by the final best eagle is the optimal solution of the search space. PEOA is tested on 20 optimization test functions with different modality, separability, and dimension properties. The performance of PEOA is compared to 11 other optimization algorithms. To further validate the effectiveness of PEOA, it is also applied to image reconstruction in electrical impedance tomography and parameter identification in a neutral delay differential equation model. Numerical results show that PEOA can obtain accurate solutions to various functions and problems. PEOA proves to be the most computationally inexpensive algorithm relative to the others examined, while also helping promote the critically endangered Philippine Eagle.

Published
2021

9. Optimal Location of Sensors for Early Detection of Tsunami Waves

Author

Ferrolino, Angelie R., Lope, Jose Ernie C., Mendoza, Renier G., Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Krzhizhanovskaya, Valeria V., editor, Závodszky, Gábor, editor, Lees, Michael H., editor, Dongarra, Jack J., editor, Sloot, Peter M. A., editor, Brissos, Sérgio, editor, and Teixeira, João, editor

Published
2020
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12. Parameter Estimation in Neutral Delay Differential Equations Using Genetic Algorithm With Multi-Parent Crossover

Author

Renier G. Mendoza, Victoria May P. Mendoza, and Cristeta U. Jamilla

Subjects
Optimization problem, General Computer Science, Mathematical model, Differential equation, Estimation theory, Heuristic, Crossover, General Engineering, Delay differential equation, TK1-9971, Genetic algorithm, Neutral delay differential equations, heuristic algorithms, genetic algorithm, Applied mathematics, bootstrapping, inverse problem, General Materials Science, Electrical engineering. Electronics. Nuclear engineering, Electrical and Electronic Engineering, parameter estimation
Abstract

Neutral delay differential equations (NDDEs) are differential equations containing time lags not only in the states but also in the state derivatives. NDDEs have applications in modeling physical and biological systems. An NDDE model may consist of several parameters, some of which can be determined using available data. Various numerical techniques have been studied to estimate parameters of mathematical models. In this study, parameter estimation is posed as an optimization problem. The use of heuristic algorithms in parameter estimation has gained popularity because of its ease of implementation, requiring only function evaluations. But to our knowledge, heuristic algorithms have never been employed in estimating parameters in NDDE models. In this work, we apply Genetic Algorithm with Multi-Parent Crossover (GA-MPC) to obtain parameter estimates of three NDDE models with a discrete delay. We compare the estimates to those obtained using standard heuristic algorithms. Results show that GA-MPC is capable of consistently identifying model parameters that provide a good fit of the model to the data.

Published
2021

14. A Model-Based Strategy on COVID-19 Vaccine Roll-out in the Philippines

Author

Rey Audie S. Escosio, Olive R. Cawiding, Bryan S. Hernandez, Renier G. Mendoza, Victoria May P. Mendoza, Rhudaina Z. Mohammad, Carlene P.C. Pilar-Arceo, Pamela Kim N. Salonga, Fatima Lois E. Suarez, Polly W. Sy, Thomas Herald M. Vergara, and Aurelio A. de los Reyes V

Abstract

Coronavirus disease 2019 (COVID-19) is an infectious disease caused by severe acute respiratory syndrome coronavirus 2. Millions of people have fallen sick, and some have died due to this affliction that has spread across the globe. The current pandemic has disrupted normal day-to-day human life, causing a profound social and economic burden. Vaccination is an important control measure that could significantly reduce the incidence of cases and mortality if properly and efficiently distributed. In this work, an age-structured model of COVID-19 transmission, incorporating an unreported infectious compartment, is developed. Three age groups are considered, namely: young (0-19 years), adult (20-64 years), and elderly (65+ years). The transmission and reporting rates are determined for each group by utilizing the number of COVID-19 cases in the National Capital Region in the Philippines. Optimal control theory is employed to identify the best vaccine allocation to different age groups. Further, three different vaccination periods are considered to reflect phases of vaccination priority groups: the first, second, and third account for the inoculation of the elderly, adult and elderly, and all three age groups, respectively. This study could guide in making informed decisions in mitigating a population-structured disease transmission under limited resources.

Published
2022

16. A Model-Based Strategy on COVID-19 Vaccine Roll-out in the Philippines

Author

Escosio, Rey Audie S., primary, Cawiding, Olive R., additional, Hernandez, Bryan S., additional, Mendoza, Renier G., additional, Mendoza, Victoria May P., additional, Mohammad, Rhudaina Z., additional, Pilar-Arceo, Carlene P.C., additional, Salonga, Pamela Kim N., additional, Suarez, Fatima Lois E., additional, Sy, Polly W., additional, Vergara, Thomas Herald M., additional, and de los Reyes, Aurelio A., additional

Published
2022
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18. Explicit solution of a Lotka-Sharpe-McKendrick system involving neutral delay differential equations using the r-Lambert W function

Author

Renier G. Mendoza, Victoria May P. Mendoza, and Cristeta U. Jamilla

Subjects
education.field_of_study, Generalization, Applied Mathematics, 05 social sciences, Population, 02 engineering and technology, General Medicine, Delay differential equation, Function (mathematics), State (functional analysis), Computational Mathematics, symbols.namesake, Population model, Modeling and Simulation, Lambert W function, 0502 economics and business, 0202 electrical engineering, electronic engineering, information engineering, symbols, Quantitative Biology::Populations and Evolution, Applied mathematics, 020201 artificial intelligence & image processing, General Agricultural and Biological Sciences, education, 050203 business & management
Abstract

Structured population models, which account for the state of individuals given features such as age, gender, and size, are widely used in the fields of ecology and biology. In this paper, we consider an age-structured population model describing the population of adults and juveniles. The model consists of a system of ordinary and neutral delay differential equations. We present an explicit solution to the model using a generalization of the Lambert W function called the r-Lambert W function. Numerical simulations with varying parameters and initial conditions are done to illustrate the obtained solution. The proposed method is also applied to an insect population model with long larval and short adult phases.

Published
2020

20. Optimal Selection of COVID-19 Vaccination Sites at the Municipal Level

Author

Mendoza Vmp, Cabanilla Kim, Renier G. Mendoza, and Enriquez Eat

Subjects
Strategic planning, Upload, Optimization problem, Work (electrical), Operations research, Computer science, Local government, Python (programming language), computer, Facility location problem, Selection (genetic algorithm), computer.programming_language
Abstract

In this work, we present an approach to determine the optimal location of coronavirus disease (COVID-19) vaccination sites at the municipal level. We assume that each municipality or town is subdivided into smaller administrative units, which we refer to as villages or barangays. The proposed method solves a minimization problem arising from a facility location problem, which is formulated based on the proximity of the vaccination sites to the villages, number of COVID-19 cases, and population densities of the villages. We present a numerical scheme to solve the optimization problem and give a detailed description of the algorithm, which is coded in Python. To make the results reproducible, the codes used in this study are uploaded to a public repository, which also contains complete instructions on how to use them. As an illustration, we apply our method in determining the optimal location of vaccination sites in San Juan, a town in the province of Batangas, in the Philippines. We hope that this study may guide the local government units in coming up with strategic plans for the COVID-19 vaccine rollout.

Published
2021

21. A Baybayin word recognition system

Author

Renier G. Mendoza, Rachelle Sambayan, and Rodney Pino

Subjects
Support vector machine, General Computer Science, Computer science, Computer Vision, Baybayin, 02 engineering and technology, computer.software_genre, Scientific Computing and Simulation, Classifier (linguistics), 0202 electrical engineering, electronic engineering, information engineering, Transliteration, Optimization Theory and Computation, business.industry, Latin script, 020206 networking & telecommunications, Optical character recognition, QA75.5-76.95, Natural Language and Speech, Computational Linguistics, Character (mathematics), Writing system, Electronic computers. Computer science, Word recognition, 020201 artificial intelligence & image processing, Artificial intelligence, Baybayin word recognition, business, computer, Natural language processing, Word (computer architecture)
Abstract

Baybayin is a pre-Hispanic Philippine writing system used in Luzon island. With the effort in reintroducing the script, in 2018, the Committee on Basic Education and Culture of the Philippine Congress approved House Bill 1022 or the ”National Writing System Act,” which declares the Baybayin script as the Philippines’ national writing system. Since then, Baybayin OCR has become a field of research interest. Numerous works have proposed different techniques in recognizing Baybayin scripts. However, all those studies anchored on the classification and recognition at the character level. In this work, we propose an algorithm that provides the Latin transliteration of a Baybayin word in an image. The proposed system relies on a Baybayin character classifier generated using the Support Vector Machine (SVM). The method involves isolation of each Baybayin character, then classifying each character according to its equivalent syllable in Latin script, and finally concatenate each result to form the transliterated word. The system was tested using a novel dataset of Baybayin word images and achieved a competitive 97.9% recognition accuracy. Based on our review of the literature, this is the first work that recognizes Baybayin scripts at the word level. The proposed system can be used in automated transliterations of Baybayin texts transcribed in old books, tattoos, signage, graphic designs, and documents, among others.

Published
2021

22. Optimal placement of tsunami sensors with depth constraint

Author

Jose Ernie C. Lope, Renier G. Mendoza, Ikha Magdalena, and Raynaldi La’lang

Subjects
Finite volume method, Optimization problem, General Computer Science, Warning system, Computer science, Near-shore detection sensors, Particle swarm optimization, QA75.5-76.95, Shallow water equations, Scientific Computing and Simulation, Robustness (computer science), Electronic computers. Computer science, Benchmark (computing), Natural disaster, Optimization Theory and Computation, Marine engineering
Abstract

Tsunamis are destructive natural disasters that can cause severe damage to property and the loss of many lives. To mitigate the damage and casualties, tsunami warning systems are implemented in coastal areas, especially in locations with high seismic activity. This study presents a method to identify the placement of near-shore detection sensors by minimizing the tsunami detection time, obtained by solving the two-dimensional shallow water equations (SWE). Several benchmark tests were done to establish the robustness of the SWE model, which is solved using a staggered finite volume method. The optimization problem is solved using particle swarm optimization (PSO). The proposed method is applied to different test problems. As an application, the method is used to find the optimal location of a detection sensor using data from the 2018 Palu tsunami. Our findings show that detection time can be significantly reduced through the strategic placement of tsunami sensors.

Published
2021

25. Optical character recognition system for Baybayin scripts using support vector machine

Author

Rodney Pino, Renier G. Mendoza, and Rachelle Sambayan

Subjects
Normalization (statistics), Support vector machine, General Computer Science, Computer science, Computer Vision, Baybayin, 02 engineering and technology, computer.software_genre, lcsh:QA75.5-76.95, 03 medical and health sciences, Scientific Computing and Simulation, Latin script identification, Artificial Intelligence, 0202 electrical engineering, electronic engineering, information engineering, Optimization Theory and Computation, 030304 developmental biology, 0303 health sciences, Recall, Character (computing), business.industry, Latin script, Optical character recognition, Natural Language and Speech, Writing system, 020201 artificial intelligence & image processing, Artificial intelligence, lcsh:Electronic computers. Computer science, F1 score, business, computer, Natural language processing, Baybayin script identification
Abstract

In 2018, the Philippine Congress signed House Bill 1022 declaring the Baybayin script as the Philippines’ national writing system. In this regard, it is highly probable that the Baybayin and Latin scripts would appear in a single document. In this work, we propose a system that discriminates the characters of both scripts. The proposed system considers the normalization of an individual character to identify if it belongs to Baybayin or Latin script and further classify them as to what unit they represent. This gives us four classification problems, namely: (1) Baybayin and Latin script recognition, (2) Baybayin character classification, (3) Latin character classification, and (4) Baybayin diacritical marks classification. To the best of our knowledge, this is the first study that makes use of Support Vector Machine (SVM) for Baybayin script recognition. This work also provides a new dataset for Baybayin, its diacritics, and Latin characters. Classification problems (1) and (4) use binary SVM while (2) and (3) apply the multiclass SVM classification. On average, our numerical experiments yield satisfactory results: (1) has 98.5% accuracy, 98.5% precision, 98.49% recall, and 98.5% F1 Score; (2) has 96.51% accuracy, 95.62% precision, 95.61% recall, and 95.62% F1 Score; (3) has 95.8% accuracy, 95.85% precision, 95.8% recall, and 95.83% F1 Score; and (4) has 100% accuracy, 100% precision, 100% recall, and 100% F1 Score.

Published
2021

27. Sensitivity analysis of the complete electrode model for electrical impedance tomography

Author

Marion Darbas, Renier G. Mendoza, Jérémy Heleine, Arrianne Crystal Velasco, Laboratoire Analyse, Géométrie et Applications (LAGA), Université Paris 8 Vincennes-Saint-Denis (UP8)-Centre National de la Recherche Scientifique (CNRS)-Université Sorbonne Paris Nord, Institut de Mathématiques de Toulouse UMR5219 (IMT), Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Université de Toulouse (UT)-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS), Institute of Mathematics, University of the Philippines Diliman, Quezon City, Laboratoire Amiénois de Mathématique Fondamentale et Appliquée - UMR CNRS 7352 (LAMFA), and Université de Picardie Jules Verne (UPJV)-Centre National de la Recherche Scientifique (CNRS)

Subjects
Materials science, General Mathematics, Mathematical analysis, Gâteaux derivative, Conductivity, Finite element method, complete electrode model, contact impedance, sensitivity analysis, QA1-939, Electrical measurements, conductivity, Sensitivity (control systems), Electric potential, [MATH]Mathematics [math], Electrical impedance tomography, Electrical impedance, Mathematics, electrical impedance tomography
Abstract

Electrical impedance tomography (EIT) is an imaging technique that reconstructs the conductivity distribution in the interior of an object using electrical measurements from the electrodes that are attached around the boundary. The Complete Electrode Model (CEM) accurately incorporates the electrode size, shape, and effective contact impedance into the forward problem for EIT. In this work, the effect of the conductivity distribution and the electrode contact impedance on the solution of the forward problem is addressed. In particular, the sensitivity of the electric potential with respect to a small-amplitude perturbation in the conductivity, and with respect to some defective electrodes is studied. The Gâteaux derivative is introduced as a tool for the sensitivity analysis and the Gâteaux differentiability of the electric potential with respect to the conductivity and to the contact impedance of the electrodes is proved. The derivative is then expressed as the unique solution to a variational problem and the discretization is performed with Finite Elements of type P1. Numerical simulations for different 2D and 3D configurations are presented. This study illustrates the impact of the presence of perturbations in the parameters of CEM on EIT measurements. Finally, the 2D inverse conductivity problem for EIT is numerically solved for some configurations and the results confirm the conclusions of the numerical sensitivity analysis.

Published
2021

29. Association of kidney disease measures with risk of renal function worsening in patients with type 1 diabetes 11 Medical and Health Sciences 1103 Clinical Sciences

Author

Mirijello, A, Viazzi, F, Fioretto, P, Giorda, C, Ceriello, A, Russo, G, Guida, P, Pontremoli, R, De Cosmo, S, Cimino, A, Fava, D, Meloncelli, I, Nicolucci, A, Pellegrini, F, Rossi, M, Turco, S, Vespasiani, G, Graziano, G, Lucisano, G, Memmo, R, Pellicciotta, E, Paciotti, V, Pupillo, M, Armentano, G, Giovannini, C, Armentano, V, Laudato, M, Acquati, S, Ciardullo, A, Laffi, G, Felace, G, Taboga, C, Tortul, C, Santantonio, G, Suraci, C, Ghisoni, G, Raffa, M, Genovese, S, Lovagnini-Scher, C, Rampini, P, Rocca, A, Ruggeri, P, Tortato, E, Cotti, L, Cristofaro, M, Tagliaferri, M, Comoglio, M, Fornengo, R, Gentile, F, Gigante, A, Mastinu, F, Di Benedetto, A, Pata, P, Arcangeli, A, Orsini, P, Acler, P, De Blasi, G, Cicioni, G, Pocciati, S, Marangoni, A, Nogara, A, Lanero, M, Bertero, M, Damassino, R, Bergonzini, C, Schumtz, L, Seksich, L, Pipitone, A, Boaretto, M, Manfroi, I, Parmesan, L, Conte, B, Soccol, F, Pagano, A, Papini, E, Rinaldi, R, Petrucci, L, Graziano, F, Chianelli, M, Silvagni, S, Rosco, M, Ansaldi, E, Malvicino, F, Battezzati, M, Maresca, P, Palenzona, C, Boemi, M, Rabini, R, Brandoni, G, Lanari, L, Gatti, C, Testa, I, Cherubini, V, Doveri, G, Pecorelli, L, Ciccarelli, A, Gallardini, M, Courthoud, R, Sara Bredy, S, Ricciardi, G, Vitalone, G, Setti, D, Contrini, P, Corsi, A, Ghigliotti, V, Oddone, G, Ponzani, P, Valbonesi, G, Mazzini, V, Di Berardino, P, Colleluori, P, Montani, V, Trosini, V, Velussi, M, Alfidi, P, Verdecchia, B, Baliva, L, Di Pietro, A, Franchi, G, Luce, R, Pianta, A, Ferrari, M, Balzano, S, Beltranello, G, Dal Fabbro, S, Arico, C, Cervo, L, Zanon, R, Rossa, S, Di Pace, M, Ciavarella, A, Giangiulio, S, Grimaldi, M, Mustacchio, A, Fattor, B, Monauni, T, Cristini, M, Orion, G, Crazzolara, D, Amor, F, Eisath, J, Lintner, S, Garavelli, S, Calari, T, Marini, P, Sandri, O, Scala, M, Stroppa, C, Trentin, A, Carlin, R, Carli, B, Sandona, M, Zortea, C, Bonet, L, Pradel, L, Reato, S, Buschini, M, Bonfiglioli, D, Mones, D, Beldi, F, Morea, A, Bondesan, L, Perbellini, S, Valentini, U, Agosti, B, Corsini, R, Girelli, A, Zarra, E, Rocca, L, Bergmann, M, Pradi, I, Unterkircher, S, Piok, M, Pichler, M, Trinchera, A, Palama, G, Palma, P, Carboni, L, Murtas, M, Mudadu, T, Turco, M, Floris, M, Delogu, A, Farris, L, Songini, M, Piras, G, Seguro, R, Floris, R, Corona, G, Lai, M, Piras, E, Contini, P, Cocco, S, Pilosu, R, Sannia, M, Spanu, F, Busciantella Ricci, N, Cartechini, M, Agostinelli, G, Fiorelli, C, Nuzzi, A, Ballauri, C, Lesina, A, Romeo, F, Giudici, G, Maciejewska, E, Deroma, A, Paduano, M, Rossi, L, Vagnini, C, Dolci, M, Mori, M, Baccetti, F, Gregori, G, Straface, E, Pozzuoli, G, Barone, M, Stasio, G, Tondini, S, Borgoni, F, Grosso, J, Scarsellato, C, Sciulli, A, De Marco, F, Confortin, L, Marin, N, Lamonica, M, Gialdino, S, Borzi, V, Gatta, C, Rapisard, R, Strano, S, Calabro, M, Puccio, L, Zolli, M, Coracina, A, Starnone, V, Del Buono, A, Terracciano, A, Monda, M, Castro, F, Guaglianone, A, Maccari, V, Corsi, L, Versari, G, Falivene, M, Boletto, N, Corsi, S, Marafetti, L, Vitacolonna, E, Capani, F, Caputo, L, Di Nisio, L, Simonetti, F, Boscolo Bariga, A, Ballarin, G, De Boni, S, Di Benedetto, S, Chiambretti, A, Di Vito, L, Pascuzzo, M, Urli, P, Rumi, P, Balzarini, B, Galli, P, Castellan, M, Giannetti, A, Russotti, C, De Blasi, A, Perna, A, Campanelli, C, Ranchelli, A, Biccheri, D, Dadi, G, Massa, L, Baldi, G, Sciacca, F, Costanzo, E, Spada, M, Paolini, G, Ziller, P, Portolan, F, Pasolini, G, Ghilardi, G, Fiorina, P, Grata, M, Capretti, L, Speroni, G, Fugazza, L, Massafra, C, Lovagnini Scher, A, Cimicchi, M, Percudani, C, Risolo, T, Sacco, P, Gidoni Guarnieri, G, Piccolo, D, Bravin, C, De Noni, E, Scarpel, M, Marcon, M, Giacon, F, Panebianco, G, Tadiotto, F, Da Tos, V, D'Ambrosio, M, Pellizzola, D, Zampini, M, Frezzati, E, Mari, E, Raminelli, E, Gaiti, D, Bosi, E, Chierici, G, Pilla, S, Copelli, M, Zanichelli, P, Bertelli, L, Caretta, P, Vezzani, V, Bodecchi, S, Longobucco, A, Di Lembo, S, Spotti, E, Carrai, E, Degli Innocenti, A, Manini, L, Persico, R, Rossi, C, Magro, G, Marelli, G, Vilei, V, Andrioli, M, Bellato, L, Fedeli, M, Merlini, A, Pinelli, G, Marin, G, Contin, M, Gallo, A, Parlato, P, Pecchielan, W, Jacovacci, J, Placentino, G, Richini, D, Molinari, S, Strazzeri, R, Fabbri, T, Di Bartolo, P, Garrapa, G, D'Incau, F, Lagomanzini, P, Conte, P, Todesco, F, Foglini, P, Pantanetti, P, Bedetta, C, Maricotti, R, Tomasi, F, Monesi, M, Graziani, R, Beretta, F, Penna, L, Guberti, A, Dazzi, D, Forte, E, Gasbarrone, A, Marrocco, T, Moschetta, R, Tuccinardi, F, De Meo, F, Coppola, A, Pirolozzi, P, Placitelli, E, Vallefuoco, R, Catone, B, Ceschia, S, Urban, M, Fabbri, F, Torresani, M, Crovetto, R, Battistini, M, Carosia, P, Viviani, G, Durante, A, Pais, F, Lilliu, V, Quieto, C, D'Ugo, E, Squadrone, M, Amenduni, T, Iovannisci, M, Della Penna, L, Potente, F, Delle Donne, T, Massa, C, Ulisse, M, De Berardinis, S, Guarnieri, I, Pace, S, Splendiani, M, Di Giuseppe, R, Brunato, B, Assaloni, R, Muraro, 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M., Manicardi V., Michelini M., Finardi L., Borghi F., Manicardi E., Lombardi S., Tommasi C., Iaccarino M., Cozza S., Binotto M., Marini F., Mecenero I., Massignani S., Stecco P., Urbani E., Massariol W., Parolin R., Gatti A., Bonavita M., Creso E., Giannettino R., Gobbo M., Iovine C., Riccardi G., Iazzetta N., Giannattasio C., Egione O., Galdieri S., Velotti A., Azzolina A., Annicelli G., Sorrentino T., Gaeta I., Zenari L., Bertolini L., Sorgato C., Grippaldi F., Stroppiana M., Popolizio R., Carbone N., Grasso S., Abate S., Gaggero G. C., Strazzabosco M., Brun E., Carlesi G. P., Garrone S., Cicalo A. M., Clausi C., Cau R., Manconi A., Carboni A., Angius M. F., Pinna A. A., Caria S., Filigheddu G. D., Tonolo G., Carta I., Calebich S., Burlotti C., Saglietti G., Schellino A., Madau G., Cossu M., Mulas F., Zoccheddu S., Balsanelli M., Fetonti M., Rotolo A., Sambo P., Secchi E., Angotzi M. A., Loddoni S., Brundu I., Careddu F., Becciu A., Gabriella Piras G., Novara F., Cipro F., Torchio G., Palumbo P., Bianchi A., Colucci G., La Motta G., Tiengo A., Avogaro A., Bruttomesso D., Crepaldi C., Fadini G., Guarnieri G., Lavagnini M. T., Maran A., Vedovato M., De Kreutzenberg V., Fedele D., Lapolla A., Sartore G., Bax G., Cardone C., Dalfra M. G., Masin M., Toniato R., Piarulli F., Mattina G., Fulantelli M. A., Gioia D., Conti M., Ridola G., D'Agati F., Grossi G., Zavaroni I., Dei Cas A., Franzini L., Usberti E., Antonimi M., Anelli N., Poli R., Ridolfi V., Michela M., Haddoub S., Prampolini G., Muoio A., Filippi D., Bucci F., Tardio S. M., Calderini M. C., Magotti M. G., Quarantelli C., Vernazza M. A., Carolfi A., Saracca R., Picchio E., Del Sindaco P., Spalluto A., Maggiulli L., Torreggiani V., Rastelletti S., Ugolini C., Pucci N., Magi S., Muratori S., La Penna G., Consoli A., Galeone F., Magiar A. V., Gherardini V., Moretti L., Bientinesi M., Landi L., Bernardi A., Del Prato S., Miccoli R., Bianchi C., Penno G., Venditti F., Anichini R., De Bellis A., Bruschi T., Butelli L., Gioffredi M., Gori R., Picciafuochi R., Malagoli R., Bernini A., Gelisio R., Zanon M., Del Bianco A., Bamiston A., Signorato M., Citro G., Calabrese M., Ianni L., Lorenzetti M., Marsocci A., Guizzotti S., Memoli G., Cabasino F., Farci F., Atzori A., Sanna A., Ghiani M., Siotto I., Sedda M., Manis A., Loddo C., Loddo I., Seguro P., Cuomo A., Orlando L., Olanda G. B., Pucci A., Massenzo M., Sardu C., Perrone G., Corazziere F., La Puzza I., Tripodi P. F., Riggio S., Giampaolo A., Mannino D., Aleandri A. R., Guidi M. V., Battisti B., Faraglia M. R., Lilli V., Leotta S., Visalli N., Gagliardi A., Fontana L., Altomare M., Carletti S., Abbruzzese S., Chiaramonte F., Giordano R., Rossini M., Migneco G., Cappelloni D., Urbani A., Piergiovanni F., Simonetta A., Massimiani F., Bulzomi R., Giuliano M., Pennafina M. G., Di Perna P., D'Accinni M. P., Paolucci D., D'Ubaldi A., D'Angelo M. T., Masaro G., Pietrantoni M., Fratini M., La Rosa R., Poggi M., Piccirilli F., Pisano R., Saponara C., Conforti I., Penza A., Scalpone R., Lo Pinto S., Iacovella L., Caccamo C., Sposito S., Teodonio C., Restuccia M. G., Mirto G., Girardello R., Gennaro R., De Moliner L., Bettini E., Mattuzzi A., Speese K., Frisinghelli F., Locatelli F., Nicoletti M., Trojan N., Centis R., L Volsi P., Levis E., Zanette G., Comba G., Ballatore L., Cattaneo A., Aglialoro A., Guido R., Patrone M., Zecchini M., Clementi L., Galetta M., Marconi V., Bordin P., Perale L., Vinci C., Sira Zanon M., Geretto L., Toffolo C., Furlan M. G., Mazzanti G., Vinci M., Sica V., Armeni M., Derai R., Ennas O., Mamusa S., Pisano M. A., Carreras L., Rauseo A., Cervone S., Leggieri A., Pontonio M., Sturaro R., Quattrocchi F., Molinaro M., Trasatti M., Ferretti B., Labarile G., Baule G. M., Gentilini A., Spanu M. A., Fancellu A., Bianco P., Lione L., Massazza G., Bocchio G., Bosco E., Monachesi M., Carta G., Boschetti M., Ceresola E., Venier E., Calcaterra F., Cataldi F., Miola M., Manfrini S., Lai A., Locci B., Putzu D., Tanganelli I., Leonini M., Egger K., Marchiotto W., Vincis L., Orlandini V., Pilloni C., Farci R., Pelligra I., Renier G., Mameli M., Pala A., Devigus E., Fumagalli I., Lalli C., Leandri M., Agliani M., De Pascalis L., Malci F., De Ciocchis A., Diodati M. B., Macerola B., Davi S., Caccavale A., Brocato L., Pognant Gros M., Borla S., Lattanzi E., Piersanti C., Piersanti A., Spinelli I., Tuzzoli L., Tulini V., Quaranta G., Iorio V., Tirabovi M., De Terlizi C., Massarelli M. G., Venturi S., Travaglini A., Draghi P., Pomante P., Richiardi L., Clerico A., Bruno A., Cavallo Perin P., Ghigo E., Porta M., Scuntero P., Arcari R., Bertaina S., Bo S., Broglio F., Bruno G., Degiovanni M., Fornengo P., Grassi G., Inglese V., Maccario M., Maghenzani G., Marena S., Martina V., Passera P., Ruiu G., Tagliabue M., Zanone M., Monge M., Boffano G. M., Macri K., Maio P., Ozzello A., Pergolizzi E., Gaia D., Gennari P., Micali G., Rossetto E., Dalmazzo C., Oreglia M., Stefani T., Dossena C., Paglia P., Bosoni S., Romanelli T., Inchiostro S., Dauriz M., Bossi C. A., Meregalli G., Balini A., Berzi D., Filippini B., Crotto G., Paccagnella A., Orrasch M., Sambataro M., Citro T., Kiwanuka E., Bagolin E., Almoto B., Macchia A., Branca M. T., Filesi M., Candido R., Caroli E., Manca E., Petrucco A., Tommasi E., Jagodnik G., Baskar B., Daris N., Dal Col P., Pellegrini M. A., Tonutti L., Venturini G., Andreani M., Turchi F., Fedrighelli F., Martinelli G., Rongioletti R., Candidi M., Pais M., Moro E., Cervellino F., Sinisi R., Zampino A., Mingardi R., Lora L., Reitano R., Stocchiero C., Simoncini M., Mesturino C. A., Zen F., Di Pietro S., Scoponi C., Tilaro L., Pelliccioni S., Slongo R., Vita E., Garofalo A., Vitale F., Campanella B., Mastrilli V., Borrelli T., D'Avino A., Perbellini A., Mirijello, A, Viazzi, F, Fioretto, P, Giorda, C, Ceriello, A, Russo, G, Guida, P, Pontremoli, R, De Cosmo, S, Cimino, A, Fava, D, Meloncelli, I, Nicolucci, A, Pellegrini, F, Rossi, M, Turco, S, Vespasiani, G, Graziano, G, Lucisano, G, Memmo, R, Pellicciotta, E, Paciotti, V, Pupillo, M, Armentano, G, Giovannini, C, Armentano, V, Laudato, M, Acquati, S, Ciardullo, A, Laffi, G, Felace, G, Taboga, C, Tortul, C, Santantonio, G, Suraci, C, Ghisoni, G, Raffa, M, Genovese, S, Lovagnini-Scher, C, Rampini, P, Rocca, A, Ruggeri, P, Tortato, E, Cotti, L, Cristofaro, M, Tagliaferri, M, Comoglio, M, Fornengo, R, Gentile, F, Gigante, A, Mastinu, F, Di Benedetto, A, Pata, P, Arcangeli, A, Orsini, P, Acler, P, De Blasi, G, Cicioni, G, Pocciati, S, Marangoni, A, Nogara, A, Lanero, M, Bertero, M, Damassino, R, Bergonzini, C, Schumtz, L, Seksich, L, Pipitone, A, Boaretto, M, Manfroi, I, Parmesan, L, Conte, B, Soccol, F, Pagano, A, Papini, E, Rinaldi, R, Petrucci, L, Graziano, F, Chianelli, M, Silvagni, S, Rosco, M, Ansaldi, E, Malvicino, F, Battezzati, M, Maresca, P, Palenzona, C, Boemi, M, Rabini, R, Brandoni, G, Lanari, L, Gatti, C, Testa, I, Cherubini, V, Doveri, G, Pecorelli, L, Ciccarelli, A, Gallardini, M, Courthoud, R, Sara Bredy, S, Ricciardi, G, Vitalone, G, Setti, D, Contrini, P, Corsi, A, Ghigliotti, V, Oddone, G, Ponzani, P, Valbonesi, G, Mazzini, V, Di Berardino, P, Colleluori, P, Montani, V, Trosini, V, Velussi, M, Alfidi, P, Verdecchia, B, Baliva, L, Di Pietro, A, Franchi, G, Luce, R, Pianta, A, Ferrari, M, Balzano, S, Beltranello, G, Dal Fabbro, S, Arico, C, Cervo, L, Zanon, R, Rossa, S, Di Pace, M, Ciavarella, A, Giangiulio, S, Grimaldi, M, Mustacchio, A, Fattor, B, Monauni, T, Cristini, M, Orion, G, Crazzolara, D, Amor, F, Eisath, J, Lintner, S, Garavelli, S, Calari, T, Marini, P, Sandri, O, Scala, M, Stroppa, C, Trentin, A, Carlin, R, Carli, B, Sandona, M, Zortea, C, Bonet, L, Pradel, L, Reato, S, Buschini, M, Bonfiglioli, D, Mones, D, Beldi, F, Morea, A, Bondesan, L, Perbellini, S, Valentini, U, Agosti, B, Corsini, R, Girelli, A, Zarra, E, Rocca, L, Bergmann, M, Pradi, I, Unterkircher, S, Piok, M, Pichler, M, Trinchera, A, Palama, G, Palma, P, Carboni, L, Murtas, M, Mudadu, T, Turco, M, Floris, M, Delogu, A, Farris, L, Songini, M, Piras, G, Seguro, R, Floris, R, Corona, G, Lai, M, Piras, E, Contini, P, Cocco, S, Pilosu, R, Sannia, M, Spanu, F, Busciantella Ricci, N, Cartechini, M, Agostinelli, G, Fiorelli, C, Nuzzi, A, Ballauri, C, Lesina, A, Romeo, F, Giudici, G, Maciejewska, E, Deroma, A, Paduano, M, Rossi, L, Vagnini, C, Dolci, M, Mori, M, Baccetti, F, Gregori, G, Straface, E, Pozzuoli, G, Barone, M, Stasio, G, Tondini, S, Borgoni, F, Grosso, J, Scarsellato, C, Sciulli, A, De Marco, F, Confortin, L, Marin, N, Lamonica, M, Gialdino, S, Borzi, V, Gatta, C, Rapisard, R, Strano, S, Calabro, M, Puccio, L, Zolli, M, Coracina, A, Starnone, V, Del Buono, A, Terracciano, A, Monda, M, Castro, F, Guaglianone, A, Maccari, V, Corsi, L, Versari, G, Falivene, M, Boletto, N, Corsi, S, Marafetti, L, Vitacolonna, E, Capani, F, Caputo, L, Di Nisio, L, Simonetti, F, Boscolo Bariga, A, Ballarin, G, De Boni, S, Di Benedetto, S, Chiambretti, A, Di Vito, L, Pascuzzo, M, Urli, P, Rumi, P, Balzarini, B, Galli, P, Castellan, M, Giannetti, A, Russotti, C, De Blasi, A, Perna, A, Campanelli, C, Ranchelli, A, Biccheri, D, Dadi, G, Massa, L, Baldi, G, Sciacca, F, Costanzo, E, Spada, M, Paolini, G, Ziller, P, Portolan, F, Pasolini, G, Ghilardi, G, Fiorina, P, Grata, M, Capretti, L, Speroni, G, Fugazza, L, Massafra, C, Lovagnini Scher, A, Cimicchi, M, Percudani, C, Risolo, T, Sacco, P, Gidoni Guarnieri, G, Piccolo, D, Bravin, C, De Noni, E, Scarpel, M, Marcon, M, Giacon, F, Panebianco, G, Tadiotto, F, Da Tos, V, D'Ambrosio, M, Pellizzola, D, Zampini, M, Frezzati, E, Mari, E, Raminelli, E, Gaiti, D, Bosi, E, Chierici, G, Pilla, S, Copelli, M, Zanichelli, P, Bertelli, L, Caretta, P, Vezzani, V, Bodecchi, S, Longobucco, A, Di Lembo, S, Spotti, E, Carrai, E, Degli Innocenti, A, Manini, L, Persico, R, Rossi, C, Magro, G, Marelli, G, Vilei, V, Andrioli, M, Bellato, L, Fedeli, M, Merlini, A, Pinelli, G, Marin, G, Contin, M, Gallo, A, Parlato, P, Pecchielan, W, Jacovacci, J, Placentino, G, Richini, D, Molinari, S, Strazzeri, R, Fabbri, T, Di Bartolo, P, Garrapa, G, D'Incau, F, Lagomanzini, P, Conte, P, Todesco, F, Foglini, P, Pantanetti, P, Bedetta, C, Maricotti, R, Tomasi, F, Monesi, M, Graziani, R, Beretta, F, Penna, L, Guberti, A, Dazzi, D, Forte, E, Gasbarrone, A, Marrocco, T, Moschetta, R, Tuccinardi, F, De Meo, F, Coppola, A, Pirolozzi, P, Placitelli, E, Vallefuoco, R, Catone, B, Ceschia, S, Urban, M, Fabbri, F, Torresani, M, Crovetto, R, Battistini, M, Carosia, P, Viviani, G, Durante, A, Pais, F, Lilliu, V, Quieto, C, D'Ugo, E, Squadrone, M, Amenduni, T, Iovannisci, M, Della Penna, L, Potente, F, Delle Donne, T, Massa, C, Ulisse, M, De Berardinis, S, Guarnieri, I, Pace, S, Splendiani, M, Di Giuseppe, R, Brunato, B, Assaloni, R, Muraro, R, Loro, R, Bucciol, S, Lavacca, C, Sabbatini, G, Quadri, F, Sambuco, L, Santacroce, C, Paola Caretta, D, Marino, C, Micheletti, A, Petrelli, A, Corda, A, Pisano, L, Guaita, G, Deias, C, Trevisan, G, Coletti, I, Iannarelli, R, De Luca, A, Minnucci, A, Antenucci, D, Di Florio, C, Angelicola, G, Bosco, A, Fresco, R, Di Marco, G, Ugolotti, D, Cadossi, T, Di Caro, P, Mazzocchetti, M, Buzzetti, R, Leto, G, Gnessi, C, Cipolloni, L, Foffi, C, Moretti, C, Venditti, C, Meniconi, R, Bertoli, S, Cosimi, S, Di Cianni, G, Turco, A, Richini, A, Marconi, S, Sannino, C, Lemmi, P, Giuntoli, S, Manfre, N, Giannini, F, Di Carlo, A, Casadidio, I, Melandri, P, Maolo, G, Polenta, B, Piccinini, N, Vincenti, C, Pastore, N, Mega, P, Magurano, E, Cananiello, A, Francescutto, C, Brussa Toi, E, Gaspardo, G, Angeli, L, Ronchese, L, Sciangula, L, Ciucci, A, Contartese, A, Banfi, E, Castelli, E, Tatti, P, Bloise, D, Di Mauro, P, Masselli, L, Lo Presti, A, Scarpitta, A, Gambina, F, Venezia, A, Morea, R, Lagonigro, G, Copeta, G, Iannucci, V, Milano, V, Trupo, M, Lochmann, A, Marchetto, P, Incelli, G, De Paola, G, Steiger, M, Gamper, M, Breitenberger, S, Holzner, M, Frischmann, J, Lambiase, C, Di Vece, T, D'Aniello, M, Fezza, M, Giordano, C, Leo, F, Saitta, G, Cucinotta, D, Di Vieste, G, Pintaudi, B, Mancuso, T, Musacchio, N, Giancaterini, A, Pessina, L, Salis, G, Schivalocchi, F, Testori, G, Cerutti, N, Morpugo, P, Cavaletto, M, Bonino, G, Morreale, F, Mariani, G, Ragonesi, P, Bollati, P, Colapinto, P, Falqui, L, Bortolato, L, Cosma, A, Pistolato, P, Centenaro, B, Ceccato, A, Campobasso, G, Zaurino, F, Mazzotta, G, Manti, R, Da Ros, R, Carlucci, S, Narduzzi, L, Bortolotto, D, D'Acunto, L, Stanic, L, Volpi, A, Cospite, A, Manicardi, V, Michelini, M, Finardi, L, Borghi, F, Manicardi, E, Lombardi, S, Tommasi, C, Iaccarino, M, Cozza, S, Binotto, M, Marini, F, Mecenero, I, Massignani, S, Stecco, P, Urbani, E, Massariol, W, Parolin, R, Gatti, A, Bonavita, M, Creso, E, Giannettino, R, Gobbo, M, Iovine, C, Riccardi, G, Iazzetta, N, Giannattasio, C, Egione, O, Galdieri, S, Velotti, A, Azzolina, A, Annicelli, G, Sorrentino, T, Gaeta, I, Zenari, L, Bertolini, L, Sorgato, C, Grippaldi, F, Stroppiana, M, Popolizio, R, Carbone, N, Grasso, S, Abate, S, Gaggero, G, Strazzabosco, M, Brun, E, Carlesi, G, Garrone, S, Cicalo, A, Clausi, C, Cau, R, Manconi, A, Carboni, A, Angius, M, Pinna, A, Caria, S, Filigheddu, G, Tonolo, G, Carta, I, Calebich, S, Burlotti, C, Saglietti, G, Schellino, A, Madau, G, Cossu, M, Mulas, F, Zoccheddu, S, Balsanelli, M, Fetonti, M, Rotolo, A, Sambo, P, Secchi, E, Angotzi, M, Loddoni, S, Brundu, I, Careddu, F, Becciu, A, Gabriella Piras, G, Novara, F, Cipro, F, Torchio, G, Palumbo, P, Bianchi, A, Colucci, G, La Motta, G, Tiengo, A, Avogaro, A, Bruttomesso, D, Crepaldi, C, Fadini, G, Guarnieri, G, Lavagnini, M, Maran, A, Vedovato, M, De Kreutzenberg, V, Fedele, D, Lapolla, A, Sartore, G, Bax, G, Cardone, C, Dalfra, M, Masin, M, Toniato, R, Piarulli, F, Mattina, G, Fulantelli, M, Gioia, D, Conti, M, Ridola, G, D'Agati, F, Grossi, G, Zavaroni, I, Dei Cas, A, Franzini, L, Usberti, E, Antonimi, M, Anelli, N, Poli, R, Ridolfi, V, Michela, M, Haddoub, S, Prampolini, G, Muoio, A, Filippi, D, Bucci, F, Tardio, S, Calderini, M, Magotti, M, Quarantelli, C, Vernazza, M, Carolfi, A, Saracca, R, Picchio, E, Del Sindaco, P, Spalluto, A, Maggiulli, L, Torreggiani, V, Rastelletti, S, Ugolini, C, Pucci, N, Magi, S, Muratori, S, La Penna, G, Consoli, A, Galeone, F, Magiar, A, Gherardini, V, Moretti, L, Bientinesi, M, Landi, L, Bernardi, A, Del Prato, S, Miccoli, R, Bianchi, C, Penno, G, Venditti, F, Anichini, R, De Bellis, A, Bruschi, T, Butelli, L, Gioffredi, M, Gori, R, Picciafuochi, R, Malagoli, R, Bernini, A, Gelisio, R, Zanon, M, Del Bianco, A, Bamiston, A, Signorato, M, Citro, G, Calabrese, M, Ianni, L, Lorenzetti, M, Marsocci, A, Guizzotti, S, Memoli, G, Cabasino, F, Farci, F, Atzori, A, Sanna, A, Ghiani, M, Siotto, I, Sedda, M, Manis, A, Loddo, C, Loddo, I, Seguro, P, Cuomo, A, Orlando, L, Olanda, G, Pucci, A, Massenzo, M, Sardu, C, Perrone, G, Corazziere, F, La Puzza, I, Tripodi, P, Riggio, S, Giampaolo, A, Mannino, D, Aleandri, A, Guidi, M, Battisti, B, Faraglia, M, Lilli, V, Leotta, S, Visalli, N, Gagliardi, A, Fontana, L, Altomare, M, Carletti, S, Abbruzzese, S, Chiaramonte, F, Giordano, R, Rossini, M, Migneco, G, Cappelloni, D, Urbani, A, Piergiovanni, F, Simonetta, A, Massimiani, F, Bulzomi, R, Giuliano, M, Pennafina, M, Di Perna, P, D'Accinni, M, Paolucci, D, D'Ubaldi, A, D'Angelo, M, Masaro, G, Pietrantoni, M, Fratini, M, La Rosa, R, Poggi, M, Piccirilli, F, Pisano, R, Saponara, C, Conforti, I, Penza, A, Scalpone, R, Lo Pinto, S, Iacovella, L, Caccamo, C, Sposito, S, Teodonio, C, Restuccia, M, Mirto, G, Girardello, R, Gennaro, R, De Moliner, L, 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L., Gallo A., Parlato P., Pecchielan W., Jacovacci J., Placentino G., Richini D., Molinari S., Strazzeri R., Fabbri T., Di Bartolo P., Garrapa G., D'Incau F., Lagomanzini P., Conte P., Todesco F., Foglini P., Pantanetti P., Bedetta C., Maricotti R., Tomasi F., Monesi M., Graziani R., Beretta F., Penna L., Guberti A., Dazzi D., Forte E., Gasbarrone A., Marrocco T., Moschetta R., Tuccinardi F., De Meo F., Coppola A., Pirolozzi P., Placitelli E., Vallefuoco R., Catone B., Ceschia S., Urban M., Fabbri F., Torresani M., Crovetto R., Battistini M., Carosia P., Viviani G. L., Durante A., Pais F., Lilliu V., Quieto C., D'Ugo E., Squadrone M., Amenduni T., Iovannisci M. M., Della Penna L., Potente F., Delle Donne T., Massa C., Ulisse M. A., De Berardinis S., Guarnieri I., Pace S., Splendiani M., Di Giuseppe R., Brunato B., Assaloni R., Muraro R., Loro R., Bucciol S., Lavacca C., Rossi M., Sabbatini G., Quadri F., Sambuco L., Santacroce C., Paola Caretta D., Marino C., Micheletti A., Petrelli A., Corda A., Pisano L., Guaita G., Deias C., Trevisan G., Coletti I., Iannarelli R., De Luca A., Minnucci A., Antenucci D., Di Florio C., Angelicola G., Bosco A., Fresco R., Di Marco G., Ugolotti D., Cadossi T., Di Caro P., Mazzocchetti M., Buzzetti R., Leto G., Gnessi C., Cipolloni L., Foffi C., Moretti C., Venditti C., Meniconi R., Bertoli S., Cosimi S., Di Cianni G., Turco A., Richini A., Marconi S., Sannino C., Lemmi P., Giuntoli S., Manfre N., Giannini F., Di Carlo A., Casadidio I., Melandri P., Maolo G., Polenta B., Piccinini N., Vincenti C., Pastore N., Mega P., Magurano E., Cananiello A., Francescutto C. A., Brussa Toi E., Gaspardo G., Angeli L., Ronchese L., Sciangula L., Ciucci A., Contartese A., Banfi E., Castelli E., Tatti P., Bloise D., Di Mauro P., Masselli L., Lo Presti A., Scarpitta A. M., Gambina F., Venezia A., Morea R., Lagonigro G., Copeta G., Iannucci V., Milano V., Trupo M., Lochmann A., Marchetto P. E., Incelli G., De Paola G., Steiger M. M., Gamper M. A., Breitenberger S., Holzner M., Frischmann J., Lambiase C., Di Vece T., D'Aniello M., Fezza M., Giordano C., Leo F., Saitta G., Cucinotta D., Di Vieste G., Pintaudi B., Mancuso T., Musacchio N., Giancaterini A., Pessina L., Salis G., Schivalocchi F., Testori G., Cerutti N., Morpugo P. S., Cavaletto M. L., Bonino G., Morreale F., Mariani G., Ragonesi P. D., Bollati P., Colapinto P., Falqui L., Bortolato L., Cosma A., Pistolato P., Centenaro B., Ceccato A., Campobasso G., Zaurino F., Mazzotta G., Manti R., Da Ros R., Carlucci S., Narduzzi L., Bortolotto D., D'Acunto L., Stanic L., Volpi A., Cospite A. M., Manicardi V., Michelini M., Finardi L., Borghi F., Manicardi E., Lombardi S., Tommasi C., Iaccarino M., Cozza S., Binotto M., Marini F., Mecenero I., Massignani S., Stecco P., Urbani E., Massariol W., Parolin R., Gatti A., Bonavita M., Creso E., Giannettino R., Gobbo M., Iovine C., Riccardi G., Iazzetta N., Giannattasio C., Egione O., Galdieri S., Velotti A., Azzolina A., Annicelli G., Sorrentino T., Gaeta I., Zenari L., Bertolini L., Sorgato C., Grippaldi F., Stroppiana M., Popolizio R., Carbone N., Grasso S., Abate S., Gaggero G. C., Strazzabosco M., Brun E., Carlesi G. P., Garrone S., Cicalo A. M., Clausi C., Cau R., Manconi A., Carboni A., Angius M. F., Pinna A. A., Caria S., Filigheddu G. D., Tonolo G., Carta I., Calebich S., Burlotti C., Saglietti G., Schellino A., Madau G., Cossu M., Mulas F., Zoccheddu S., Balsanelli M., Fetonti M., Rotolo A., Sambo P., Secchi E., Angotzi M. A., Loddoni S., Brundu I., Careddu F., Becciu A., Gabriella Piras G., Novara F., Cipro F., Torchio G., Palumbo P., Bianchi A., Colucci G., La Motta G., Tiengo A., Avogaro A., Bruttomesso D., Crepaldi C., Fadini G., Guarnieri G., Lavagnini M. T., Maran A., Vedovato M., De Kreutzenberg V., Fedele D., Lapolla A., Sartore G., Bax G., Cardone C., Dalfra M. G., Masin M., Toniato R., Piarulli F., Mattina G., Fulantelli M. A., Gioia D., Conti M., Ridola G., D'Agati F., Grossi G., Zavaroni I., Dei Cas A., Franzini L., Usberti E., Antonimi M., Anelli N., Poli R., Ridolfi V., Michela M., Haddoub S., Prampolini G., Muoio A., Filippi D., Bucci F., Tardio S. M., Calderini M. C., Magotti M. G., Quarantelli C., Vernazza M. A., Carolfi A., Saracca R., Picchio E., Del Sindaco P., Spalluto A., Maggiulli L., Torreggiani V., Rastelletti S., Ugolini C., Pucci N., Magi S., Muratori S., La Penna G., Consoli A., Galeone F., Magiar A. V., Gherardini V., Moretti L., Bientinesi M., Landi L., Bernardi A., Del Prato S., Miccoli R., Bianchi C., Penno G., Venditti F., Anichini R., De Bellis A., Bruschi T., Butelli L., Gioffredi M., Gori R., Picciafuochi R., Malagoli R., Bernini A., Gelisio R., Zanon M., Del Bianco A., Bamiston A., Signorato M., Citro G., Calabrese M., Ianni L., Lorenzetti M., Marsocci A., Guizzotti S., Memoli G., Cabasino F., Farci F., Atzori A., Sanna A., Ghiani M., Siotto I., Sedda M., Manis A., Loddo C., Loddo I., Seguro P., Cuomo A., Orlando L., Olanda G. B., Pucci A., Massenzo M., Sardu C., Perrone G., Corazziere F., La Puzza I., Tripodi P. F., Riggio S., Giampaolo A., Mannino D., Aleandri A. R., Guidi M. V., Battisti B., Faraglia M. R., Lilli V., Leotta S., Visalli N., Gagliardi A., Fontana L., Altomare M., Carletti S., Abbruzzese S., Chiaramonte F., Giordano R., Rossini M., Migneco G., Cappelloni D., Urbani A., Piergiovanni F., Simonetta A., Massimiani F., Bulzomi R., Giuliano M., Pennafina M. G., Di Perna P., D'Accinni M. P., Paolucci D., D'Ubaldi A., D'Angelo M. T., Masaro G., Pietrantoni M., Fratini M., La Rosa R., Poggi M., Piccirilli F., Pisano R., Saponara C., Conforti I., Penza A., Scalpone R., Lo Pinto S., Iacovella L., Caccamo C., Sposito S., Teodonio C., Restuccia M. G., Mirto G., Girardello R., Gennaro R., De Moliner L., Bettini E., Mattuzzi A., Speese K., Frisinghelli F., Locatelli F., Nicoletti M., Trojan N., Centis R., L Volsi P., Levis E., Zanette G., Comba G., Ballatore L., Cattaneo A., Aglialoro A., Guido R., Patrone M., Zecchini M., Clementi L., Galetta M., Marconi V., Bordin P., Perale L., Vinci C., Sira Zanon M., Geretto L., Toffolo C., Furlan M. G., Mazzanti G., Vinci M., Sica V., Armeni M., Derai R., Ennas O., Mamusa S., Pisano M. A., Carreras L., Rauseo A., Cervone S., Leggieri A., Pontonio M., Sturaro R., Quattrocchi F., Molinaro M., Trasatti M., Ferretti B., Labarile G., Baule G. M., Gentilini A., Spanu M. A., Fancellu A., Bianco P., Lione L., Massazza G., Bocchio G., Bosco E., Monachesi M., Carta G., Boschetti M., Ceresola E., Venier E., Calcaterra F., Cataldi F., Miola M., Manfrini S., Lai A., Locci B., Putzu D., Tanganelli I., Leonini M., Egger K., Marchiotto W., Vincis L., Orlandini V., Pilloni C., Farci R., Pelligra I., Renier G., Mameli M., Pala A., Devigus E., Fumagalli I., Lalli C., Leandri M., Agliani M., De Pascalis L., Malci F., De Ciocchis A., Diodati M. B., Macerola B., Davi S., Caccavale A., Brocato L., Pognant Gros M., Borla S., Lattanzi E., Piersanti C., Piersanti A., Spinelli I., Tuzzoli L., Tulini V., Quaranta G., Iorio V., Tirabovi M., De Terlizi C., Massarelli M. G., Venturi S., Travaglini A., Draghi P., Pomante P., Richiardi L., Clerico A., Bruno A., Cavallo Perin P., Ghigo E., Porta M., Scuntero P., Arcari R., Bertaina S., Bo S., Broglio F., Bruno G., Degiovanni M., Fornengo P., Grassi G., Inglese V., Maccario M., Maghenzani G., Marena S., Martina V., Passera P., Ruiu G., Tagliabue M., Zanone M., Monge M., Boffano G. M., Macri K., Maio P., Ozzello A., Pergolizzi E., Gaia D., Gennari P., Micali G., Rossetto E., Dalmazzo C., Oreglia M., Stefani T., Dossena C., Paglia P., Bosoni S., Romanelli T., Inchiostro S., Dauriz M., Bossi C. A., Meregalli G., Balini A., Berzi D., Filippini B., Crotto G., Paccagnella A., Orrasch M., Sambataro M., Citro T., Kiwanuka E., Bagolin E., Almoto B., Macchia A., Branca M. T., Filesi M., Candido R., Caroli E., Manca E., Petrucco A., Tommasi E., Jagodnik G., Baskar B., Daris N., Dal Col P., Pellegrini M. A., Tonutti L., Venturini G., Andreani M., Turchi F., Fedrighelli F., Martinelli G., Rongioletti R., Candidi M., Pais M., Moro E., Cervellino F., Sinisi R., Zampino A., Mingardi R., Lora L., Reitano R., Stocchiero C., Simoncini M., Mesturino C. A., Zen F., Di Pietro S., Scoponi C., Tilaro L., Pelliccioni S., Slongo R., Vita E., Garofalo A., Vitale F., Campanella B., Mastrilli V., Borrelli T., D'Avino A., and Perbellini A.

Abstract

Background: Albuminuria has been classically considered a marker of kidney damage progression in diabetic patients and it is routinely assessed to monitor kidney function. However, the role of a mild GFR reduction on the development of stage ≥3 CKD has been less explored in type 1 diabetes mellitus (T1DM) patients. Aim of the present study was to evaluate the prognostic role of kidney disease measures, namely albuminuria and reduced GFR, on the development of stage ≥3 CKD in a large cohort of patients affected by T1DM. Methods: A total of 4284 patients affected by T1DM followed-up at 76 diabetes centers participating to the Italian Association of Clinical Diabetologists (Associazione Medici Diabetologi, AMD) initiative constitutes the study population. Urinary albumin excretion (ACR) and estimated GFR (eGFR) were retrieved and analyzed. The incidence of stage ≥3 CKD (eGFR < 60 mL/min/1.73 m2) or eGFR reduction > 30% from baseline was evaluated. Results: The mean estimated GFR was 98 ± 17 mL/min/1.73m2 and the proportion of patients with albuminuria was 15.3% (n = 654) at baseline. About 8% (n = 337) of patients developed one of the two renal endpoints during the 4-year follow-up period. Age, albuminuria (micro or macro) and baseline eGFR < 90 ml/min/m2 were independent risk factors for stage ≥3 CKD and renal function worsening. When compared to patients with eGFR > 90 ml/min/1.73m2 and normoalbuminuria, those with albuminuria at baseline had a 1.69 greater risk of reaching stage 3 CKD, while patients with mild eGFR reduction (i.e. eGFR between 90 and 60 mL/min/1.73 m2) show a 3.81 greater risk that rose to 8.24 for those patients with albuminuria and mild eGFR reduction at baseline. Conclusions: Albuminuria and eGFR reduction represent independent risk factors for incident stage ≥3 CKD in T1DM patients. The simultaneous occurrence of reduced eGFR and albuminuria have a synergistic effect on renal function worsening.

Published
2018

30. Application of particle swarm optimization in optimal placement of tsunami sensors

Author

Renier G. Mendoza, Angelie R. Ferrolino, Jose Ernie C. Lope, and Ikha Magdalena

Subjects
Tsunami sensors, Optimization problem, Finite volume method, 010504 meteorology & atmospheric sciences, General Computer Science, Warning system, Computer science, InformationSystems_INFORMATIONSYSTEMSAPPLICATIONS, Particle swarm optimization, Real-time computing, 010502 geochemistry & geophysics, Heuristic algorithm, 01 natural sciences, Nonlinear shallow water equations, Tsunami early warning system, Reduction (complexity), Travel time, Scientific Computing and Simulation, Trench, Optimization Theory and Computation, 0105 earth and related environmental sciences
Abstract

Rapid detection and early warning systems demonstrate crucial significance in tsunami risk reduction measures. So far, several tsunami observation networks have been deployed in tsunamigenic regions to issue effective local response. However, guidance on where to station these sensors are limited. In this article, we address the problem of determining the placement of tsunami sensors with the least possible tsunami detection time. We use the solutions of the 2D nonlinear shallow water equations to compute the wave travel time. The optimization problem is solved by implementing the particle swarm optimization algorithm. We apply our model to a simple test problem with varying depths. We also use our proposed method to determine the placement of sensors for early tsunami detection in Cotabato Trench, Philippines.

Published
2020

31. Optimal Location of Sensors for Early Detection of Tsunami Waves

Author

Jose Ernie C. Lope, Renier G. Mendoza, and Angelie R. Ferrolino

Subjects
education.field_of_study, Optimization problem, Computation, Population, Front (oceanography), Early detection, Kinematics, Linear approximation, education, Shallow water equations, Algorithm, Geology, Physics::Geophysics
Abstract

Tsunami early detection systems are of great importance as they provide time to prepare for a tsunami and mitigate its impact. In this paper, we propose a method to determine the optimal location of a given number of sensors to report a tsunami as early as possible. The rainfall optimization algorithm, a population-based algorithm, was used to solve the resulting optimization problem. Computation of wave travel times was done by illustrating the kinematics of a wave front using a linear approximation of the shallow water equations.

Published
2020

33. Quantification of wave attenuation in mangroves in Manila Bay using nonlinear Shallow Water Equations

Author

Raynaldi La’lang, Renier G. Mendoza, and Ikha Magdalena

Subjects
Finite volume method, Tsunami, Manila Bay, Applied Mathematics, Attenuation, Bathymetric chart, 2D nonlinear shallow water equations, Wind wave, QA1-939, General Bathymetric Chart of the Oceans, Bathymetry, Wave attenuation, Mangrove, Bay, Geomorphology, Mathematics, Geology
Abstract

In this paper, we investigate the wave attenuation by mangroves using modified 2D Nonlinear Shallow Water Equations. Numerically, we solve the model using a staggered finite volume method that is free from damping error. Further, several benchmark tests are performed to show the robustness of our numerical model. Then, we implement our numerical model to investigate the effects of mangroves in the wave attenuation caused by tsunamis in Manila Bay. The bathymetry profile of Manila Bay used in this study is obtained from the General Bathymetric Chart of the Oceans (GEBCO). Numerical results show that the presence of mangroves can reduce ocean waves near the coast. Simulations on varying density and width of mangrove forest quantify how much the tsunami wave height can be reduced. The results of this work may guide the policymakers of the Philippines in deciding the best strategy in rehabilitating Manila Bay.

Published
2021

35. Association of kidney disease measures with risk of renal function worsening in patients with type 1 diabetes 11 Medical and Health Sciences 1103 Clinical Sciences

Author

Mirijello, Antonio, Viazzi, Francesca, Fioretto, Paola, Giorda, C. B., Ceriello, Antonio, Russo, Giuspina T., Guida, Pietro, Pontremoli, Roberto, De Cosmo, S., Cimino, Antonino, Fava, Danila, Meloncelli, Illidio, Nicolucci, Antonio, Pellegrini, Fabio, Rossi, Maria Chiara, Turco, Salvatore, Vespasiani, Giacomo, Graziano, G., Lucisano, G., Memmo, R., Pellicciotta, E., Paciotti, V., Pupillo, M., Armentano, G., Giovannini, C., Armentano, V., Laudato, M., Acquati, S., Ciardullo, A. V., Laffi, G., Felace, G., Taboga, C., Tortul, C., Santantonio, G., Suraci, C., Ghisoni, G., Raffa, M., Genovese, S., Lovagnini-Scher, C. A., Rampini, P., Rocca, A., Ruggeri, P., Tortato, E., Cotti, L., Cristofaro, M. R., Tagliaferri, M., Comoglio, M., Fornengo, R., Gentile, F. M., Gigante, Antonio, Mastinu, F., Di Benedetto, A., Pata, P., Arcangeli, A., Orsini, P., Acler, P., De Blasi, G., Cicioni, G., Pocciati, S., Marangoni, A., Nogara, A., Lanero, M., Bertero, M. G., Damassino, R., Bergonzini, C., Schumtz, L., Seksich, L., Pipitone, A., Boaretto, M., Manfroi, I., Parmesan, L., Conte, B., Soccol, F., Pagano, A., Papini, E., Rinaldi, R., Petrucci, L., Graziano, F., Chianelli, M., Silvagni, S., Rosco, M., Ansaldi, E., Malvicino, F., Battezzati, M., Maresca, P., Palenzona, C., Boemi, M., Rabini, R. A., Brandoni, G., Lanari, L., Gatti, C., Testa, I., Cherubini, V., Doveri, G., Pecorelli, L., Ciccarelli, A., Gallardini, M. B., Courthoud, R., Sara Bredy, S., Ricciardi, G. P., Vitalone, G., Setti, D., Contrini, P., Corsi, A., Ghigliotti, V., Oddone, G., Ponzani, P., Valbonesi, G., Mazzini, V., Di Berardino, P., Colleluori, P., Montani, V., Trosini, V., Velussi, M., Alfidi, P., Verdecchia, B., Baliva, L., Di Pietro, A., Franchi, G., Luce, R. P., Pianta, A., Ferrari, M., Balzano, S., Beltranello, G., Dal Fabbro, S., Aricò, C. N., Cervo, L., Zanon, R., Rossa, S., Di Pace, M. C., Ciavarella, A., Giangiulio, S., Grimaldi, M., Mustacchio, A., Fattor, B., Monauni, T., Cristini, M., Orion, G., Crazzolara, D., Amor, F., Eisath, J. E., Lintner, S., Garavelli, S., Calari, T., Marini, P., Sandri, O., Scala, M., Stroppa, C., Trentin, A., Carlin, R., Carli, B., Sandonà, M., Zortea, C., Bonet, L., Pradel, L., Reato, S., Buschini, M., Bonfiglioli, D., Mones, D., Beldì, F., Morea, A., Bondesan, L., Perbellini, S., Valentini, U., Agosti, B., Corsini, R., Girelli, A., Zarra, E., Rocca, L., Bergmann, M., Pradi, I., Unterkircher, S., Piok, M., Pichler, M., Trinchera, A., Palamà, G., Palma, P., Carboni, L., Murtas, M. G., Mudadu, T., Turco, M. P., Floris, M., Delogu, A., Farris, L., Songini, M., Piras, G., Seguro, R., Floris, R., Corona, G., Lai, M., Piras, E., Contini, P. P., Cocco, S., Pilosu, R. M., Sannia, M. C., Spanu, F., Busciantella Ricci, N., Cartechini, M. G., Agostinelli, G., Fiorelli, C., Nuzzi, A., Ballauri, C., Lesina, A., Romeo, F., Giudici, G., Maciejewska, E. G., Deroma, A., Paduano, M., Rossi, L., Vagnini, C., Dolci, M., Mori, M., Baccetti, F., Gregori, G., Straface, E., Pozzuoli, G., Barone, M., Stasio, G. B., Tondini, S., Borgoni, F., Grosso, J., Scarsellato, C., Sciulli, A., De Marco, F., Confortin, L., Marin, N., Lamonica, M., Gialdino, S., Borzì, V., Gatta, C., Rapisard, R., Strano, S., Calabrò, M., Puccio, L., Zolli, M., Coracina, A., Starnone, V., Del Buono, A., Terracciano, A. M., Monda, M. V., Castro, F., Guaglianone, A., Maccari, V., Corsi, L., Versari, G., Falivene, M. R., Boletto, N., Corsi, S., Marafetti, L., Vitacolonna, E., Capani, F., Caputo, L., Di Nisio, L., Simonetti, F., Boscolo Bariga, A., Ballarin, G., De Boni, S., Di Benedetto, S., Chiambretti, A. M., Di Vito, L., Pascuzzo, M. D., Urli, P., Rumi, P., Balzarini, B., Galli, P., Castellan, M., Giannetti, A., Russotti, C., De Blasi, A., Perna, A., Campanelli, C., Ranchelli, A., Biccheri, D., Dadi, G., Massa, L., Baldi, G. P., Sciacca, F., Costanzo, E., Spada, M., Paolini, G., Ziller, P., Portolan, F., Pasolini, G., Ghilardi, G., Fiorina, P., Grata, M. L., Capretti, L., Speroni, G., Fugazza, L., Massafra, C., Lovagnini Scher, A., Cimicchi, M. C., Percudani, C., Risolo, T., Saccò, P., Gidoni Guarnieri, G. L., Piccolo, D., Bravin, C., De Noni, E., Scarpel, M., Marcon, M., Giacon, F., Panebianco, G., Tadiotto, F., Da Tos, V., D'Ambrosio, M., Pellizzola, D., Zampini, M. A., Frezzati, E., Mari, E., Raminelli, E., Gaiti, D., Bosi, E. A., Chierici, G., Pilla, S., Copelli, M., Zanichelli, P., Bertelli, L., Caretta, P., Vezzani, V., Bodecchi, S., Longobucco, A., Di Lembo, S., Spotti, E., Carrai, E., Degli Innocenti, A., Manini, L., Persico, R., Rossi, C., Magro, G., Marelli, G., Vilei, V., Andrioli, M., Bellato, L., Fedeli, M., Merlini, A., Pinelli, G., Marin, G., Contin, M. L., Gallo, A., Parlato, P., Pecchielan, W., Jacovacci, J., Placentino, G., Richini, D., Molinari, S., Strazzeri, R., Fabbri, T., Di Bartolo, P., Garrapa, G., D'Incau, F., Lagomanzini, P., Conte, P., Todesco, F., Foglini, P., Pantanetti, P., Bedetta, C., Maricotti, R., Tomasi, F., Monesi, M., Graziani, R., Beretta, F., Penna, L., Guberti, A., Dazzi, D., Forte, E., Gasbarrone, A., Marrocco, T., Moschetta, R., Tuccinardi, F., De Meo, F., Coppola, A., Pirolozzi, P., Placitelli, E., Vallefuoco, R., Catone, B., Ceschia, S., Urban, M., Fabbri, F., Torresani, M., Crovetto, R., Battistini, M., Carosia, P., Viviani, G. L., Durante, A., Pais, F., Lilliu, V., Quieto, C., D'Ugo, E., Squadrone, M., Amenduni, T., Iovannisci, M. M., Della Penna, L., Potente, F., Delle Donne, T., Massa, C., Ulisse, M. A., De Berardinis, F., Guarnieri, I., Pace, S., Splendiani, M., Di Giuseppe, R., Brunato, B., Assaloni, R., Muraro, R., Loro, R., Bucciol, S., Lavacca, C., Rossi, M., Sabbatini, G., Quadri, F., Sambuco, L., Santacroce, C., Paola Caretta, D., Marino, C., Micheletti, A., Petrelli, A., Corda, A., Pisano, L., Guaita, G., Deias, C., Trevisan, G., Coletti, I., Iannarelli, R., De Luca, A., Minnucci, A., Antenucci, D., Di Florio, C., Angelicola, G., Bosco, A., Fresco, R., Di Marco, G., Ugolotti, D., Cadossi, T., Di Caro, P., Mazzocchetti, M., Buzzetti, R., Leto, G., Gnessi, C., Cipolloni, L., Foffi, C., Moretti, C., Venditti, C., Meniconi, R., Bertoli, S., Cosimi, S., Di Cianni, G., Turco, A., Richini, A., Marconi, S., Sannino, C., Lemmi, P., Giuntoli, S., Manfrè, N., Giannini, F., Di Carlo, A., Casadidio, I., Melandri, P., Maolo, G., Polenta, B., Piccinini, N., Vincenti, C., Pastore, N., Mega, P., Magurano, E., Cananiello, A., Francescutto, C. A., Brussa Toi, E., Gaspardo, G., Angeli, L., Ronchese, L., Sciangula, L., Ciucci, A., Contartese, A., Banfi, E., Castelli, E., Tatti, P., Bloise, D., Di Mauro, P., Masselli, L., Lo Presti, A., Scarpitta, A. M., Gambina, F., Venezia, A., Morea, R., Lagonigro, G., Copeta, G., Iannucci, V., Milano, V., Trupo, M., Lochmann, A., Marchetto, P. E., Incelli, G., De Paola, G., Steiger, M. M., Gamper, M. A., Breitenberger, S., Holzner, M., Frischmann, J., Lambiase, C., Di Vece, T., D'Aniello, M., Fezza, M., Giordano, C., Leo, F., Saitta, G., Cucinotta, D., Di Vieste, G., Pintaudi, B., Mancuso, T., Musacchio, N., Giancaterini, A., Pessina, L., Salis, G., Schivalocchi, F., Testori, G., Cerutti, N., Morpugo, P. S., Cavaletto, M. L., Bonino, G., Morreale, F., Mariani, G., Ragonesi, P. D., Bollati, P., Colapinto, P., Falqui, L., Bortolato, L., Cosma, A., Pistolato, P., Centenaro, B., Ceccato, A., Campobasso, G., Zaurino, F., Mazzotta, G., Manti, R., Da Ros, R., Carlucci, S., Narduzzi, L., Bortolotto, D., D'Acunto, L., Stanic, L., Volpi, A., Cospite, A. M., Manicardi, V., Michelini, M., Finardi, L., Borghi, F., Manicardi, E., Lombardi, S., Tommasi, C., Iaccarino, M., Cozza, S., Binotto, M., Marini, F., Mecenero, I., Massignani, S., Stecco, P., Urbani, E., Massariol, W., Parolin, R., Gatti, A., Bonavita, M., Creso, E., Giannettino, R., Gobbo, M., Turco, S., Iovine, C., Riccardi, G., Iazzetta, N., Giannattasio, C., Egione, O., Galdieri, S., Velotti, A., Azzolina, A., Annicelli, G., Sorrentino, T., Gaeta, I., Zenari, L., Bertolini, L., Sorgato, C., Grippaldi, F., Stroppiana, M., Popolizio, R., Carbone, N., Grasso, S., Abate, S., Gaggero, G. C., Strazzabosco, M., Brun, E., Carlesi, G. P., Garrone, S., Cicalò, A. M., Clausi, C., Cau, R., Manconi, A., Carboni, A., Angius, M. F., Pinna, A. A., Caria, S., Filigheddu, G. D., Tonolo, G., Carta, I., Calebich, S., Burlotti, C., Saglietti, G., Schellino, A., Madau, G., Cossu, M., Mulas, F., Zoccheddu, S., Balsanelli, M., Fetonti, M., Rotolo, A., Sambo, P., Secchi, E., Angotzi, M. A., Loddoni, S., Brundu, I., Careddu, F., Becciu, A., Gabriella Piras, G., Novara, F., Cipro, F., Torchio, G., Palumbo, P., Bianchi, A., Colucci, G., La Motta, G., Tiengo, A., Avogaro, A., Bruttomesso, D., Crepaldi, C., Fadini, G., Guarnieri, G., Lavagnini, M. T., Maran, A., Vedovato, M., De Kreutzenberg, V., Fedele, D., Lapolla, A., Sartore, G., Bax, G., Cardone, C., Dalfrà, M. G., Masin, M., Toniato, R., Piarulli, Francesco, Mattina, G., Fulantelli, M. A., Gioia, D., Conti, M., Ridola, G., D'Agati, F., Grossi, G., Zavaroni, I., Dei Cas, A., Franzini, L., Usberti, E., Antonimi, M., Anelli, N., Poli, R., Ridolfi, V., Michela, M., Haddoub, S., Prampolini, G., Muoio, A., Filippi, D., Bucci, F., Tardio, S. M., Calderini, M. C., Magotti, M. G., Quarantelli, C., Vernazza, M. A., Carolfi, A., Saracca, R., Picchio, E., Del Sindaco, P., Spalluto, A., Maggiulli, L., Torreggiani, V., Rastelletti, S., Ugolini, C., Pucci, N., Magi, S., Muratori, S., La Penna, G., Consoli, A., Galeone, F., Magiar, A. V., Gherardini, V., Moretti, L., Bientinesi, M., Landi, L., Bernardi, A., Del Prato, S., Miccoli, R., Bianchi, C., Penno, G., Venditti, F., Anichini, R., De Bellis, A., Bruschi, T., Butelli, L., Gioffredi, M., Gori, R., Picciafuochi, R., Malagoli, R., Bernini, A., Gelisio, R., Zanon, M., Del Bianco, A., Bamiston, A., Signorato, M., Citro, G., Calabrese, M., Ianni, L., Lorenzetti, M., Marsocci, A., Guizzotti, S., Memoli, G., Cabasino, F., Farci, F., Atzori, A., Sanna, A., Ghiani, M., Siotto, I., Sedda, M., Manis, A., Loddo, C., Loddo, I., Seguro, P., Cuomo, A., Orlando, L., Olanda, G. B., Pucci, A., Massenzo, M., Sardu, C., Perrone, G., Corazziere, F., La Puzza, I., Tripodi, P. F., Riggio, S., Giampaolo, A., Mannino, D., Aleandri, A. R., Guidi, M. V., Battisti, B., Faraglia, M. R., Lilli, V., Leotta, S., Visalli, N., Gagliardi, A., Fontana, L., Altomare, M., Carletti, S., Abbruzzese, S., Chiaramonte, F., Giordano, R., Rossini, M., Migneco, G., Cappelloni, D., Urbani, A., Piergiovanni, F., Simonetta, A., Massimiani, F., Bulzomì, R., Giuliano, M., Pennafina, M. G., Di Perna, P., D'Accinni, M. P., Paolucci, D., D'Ubaldi, A., D'Angelo, M. T., Masaro, G., Pietrantoni, M., Fratini, M., La Rosa, R., Poggi, M., Piccirilli, F., Pisano, R., Saponara, C., Conforti, I., Penza, A., Scalpone, R., Lo Pinto, S., Iacovella, L., Caccamo, C., Sposito, S., Teodonio, C., Restuccia, M. G., Mirto, G., Girardello, R., Gennaro, R., De Moliner, L., Bettini, E., Mattuzzi, A., Speese, K., Frisinghelli, F., Locatelli, F., Nicoletti, M., Trojan, N., Centis, R., L Volsi, P., Levis, E., Zanette, G., Comba, G., Ballatore, L., Cattaneo, A., Aglialoro, A., Guido, R., Patrone, M., Zecchini, M., Clementi, L., Galetta, M., Marconi, V., Bordin, P., Perale, L., Vinci, C., Sira Zanon, M., Geretto, L., Toffolo, C., Furlan, M. G., Mazzanti, G., Vinci, M., Sica, V., Armeni, M., Derai, R., Ennas, O., Mamusa, S., Pisano, M. A., Carreras, L., Rauseo, A., Cervone, S., Leggieri, A., Pontonio, M., Sturaro, R., Quattrocchi, F., Molinaro, M., Trasatti, M., Ferretti, B., Labarile, G., Baule, G. M., Gentilini, A., Spanu, M. A., Fancellu, A., Bianco, P., Lione, L., Massazza, G., Bocchio, G., Bosco, E., Monachesi, M., Carta, G., Boschetti, M., Ceresola, E., Venier, E., Calcaterra, F., Cataldi, F., Miola, M., Manfrini, S., Lai, A., Locci, B., Putzu, D., Tanganelli, I., Leonini, M., Egger, K., Marchiotto, W., Vincis, L., Orlandini, V., Pilloni, C., Farci, R., Pelligra, I., Renier, G., Mameli, M., Pala, A., Devigus, E., Fumagalli, I., Lalli, C., Leandri, M., Agliani, M., De Pascalis, L., Malci, F., De Ciocchis, A., Diodati, M. B., Macerola, B., Davì, S., Caccavale, A., Brocato, L., Pognant Gros, M., Borla, S., Lattanzi, E., Piersanti, C., Piersanti, A., Spinelli, I., Tuzzoli, L., Tulini, V., Quaranta, G., Iorio, V., Tirabovi, M., De Terlizi, Candia, Massarelli, M. G., Venturi, S., Travaglini, A., Draghi, P., Pomante, P., Richiardi, L., Clerico, A., Bruno, A., Cavallo Perin, P., Ghigo, E., Porta, M., Scuntero, P., Arcari, R., Bertaina, S., Bo, S., Broglio, F., Bruno, G., Degiovanni, M., Fornengo, P., Grassi, G., Inglese, V., Maccario, M., Maghenzani, G., Marena, S., Martina, V., Passera, P., Ruiu, G., Tagliabue, M., Zanone, M., Monge, M., Boffano, G. M., Macrì, K., Maio, P., Ozzello, A., Pergolizzi, E., Gaia, D., Gennari, P., Micali, G., Rossetto, E., Dalmazzo, C., Oreglia, M., Stefani, T., Dossena, C., Paglia, P., Bosoni, S., Romanelli, T., Inchiostro, S., Dauriz, M., Bossi, C. A., Meregalli, G., Balini, A., Berzi, D., Filippini, B., Crotto, G., Paccagnella, A., Orrasch, M., Sambataro, M., Citro, T., Kiwanuka, E., Bagolin, E., Almoto, B., Macchia, A., Branca, M. T., Filesi, M., Candido, R., Caroli, E., Manca, E., Petrucco, A., Tommasi, E., Jagodnik, G., Baskar, B., Daris, N., Dal Col, P., Pellegrini, M. A., Tonutti, L., Venturini, G., Andreani, M., Turchi, F., Fedrighelli, F., Martinelli, G., Rongioletti, R., Candidi, M., Pais, M., Moro, E., Cervellino, F., Sinisi, R., Zampino, A., Mingardi, R., Lora, L., Reitano, R., Stocchiero, C., Simoncini, M., Mesturino, C. A., Zen, F., Di Pietro, S., Scoponi, C., Tilaro, L., Pelliccioni, S., Slongo, R., Vita, E., Garofalo, A., Vitale, F., Campanella, B., Mastrilli, V., Borrelli, T., D'Avino, A., Perbellini, A., Mirijello, A, Viazzi, F, Fioretto, P, Giorda, C, Ceriello, A, Russo, G, Guida, P, Pontremoli, R, De Cosmo, S, Cimino, A, Fava, D, Meloncelli, I, Nicolucci, A, Pellegrini, F, Rossi, M, Turco, S, Vespasiani, G, Graziano, G, Lucisano, G, Memmo, R, Pellicciotta, E, Paciotti, V, Pupillo, M, Armentano, G, Giovannini, C, Armentano, V, Laudato, M, Acquati, S, Ciardullo, A, Laffi, G, Felace, G, Taboga, C, Tortul, C, Santantonio, G, Suraci, C, Ghisoni, G, Raffa, M, Genovese, S, Lovagnini-Scher, C, Rampini, P, Rocca, A, Ruggeri, P, Tortato, E, Cotti, L, Cristofaro, M, Tagliaferri, M, Comoglio, M, Fornengo, R, Gentile, F, Gigante, A, Mastinu, F, Di Benedetto, A, Pata, P, Arcangeli, A, Orsini, P, Acler, P, De Blasi, G, Cicioni, G, Pocciati, S, Marangoni, A, Nogara, A, Lanero, M, Bertero, M, Damassino, R, Bergonzini, C, Schumtz, L, Seksich, L, Pipitone, A, Boaretto, M, Manfroi, I, Parmesan, L, Conte, B, Soccol, F, Pagano, A, Papini, E, Rinaldi, R, Petrucci, L, Graziano, F, Chianelli, M, Silvagni, S, Rosco, M, Ansaldi, E, Malvicino, F, Battezzati, M, Maresca, P, Palenzona, C, Boemi, M, Rabini, R, Brandoni, G, Lanari, L, Gatti, C, Testa, I, Cherubini, V, Doveri, G, Pecorelli, L, Ciccarelli, A, Gallardini, M, Courthoud, R, Sara Bredy, S, Ricciardi, G, Vitalone, G, Setti, D, Contrini, P, Corsi, A, Ghigliotti, V, Oddone, G, Ponzani, P, Valbonesi, G, Mazzini, V, Di Berardino, P, Colleluori, P, Montani, V, Trosini, V, Velussi, M, Alfidi, P, Verdecchia, B, Baliva, L, Di Pietro, A, Franchi, G, Luce, R, Pianta, A, Ferrari, M, Balzano, S, Beltranello, G, Dal Fabbro, S, Arico, C, Cervo, L, Zanon, R, Rossa, S, Di Pace, M, Ciavarella, A, Giangiulio, S, Grimaldi, M, Mustacchio, A, Fattor, B, Monauni, T, Cristini, M, Orion, G, Crazzolara, D, Amor, F, Eisath, J, Lintner, S, Garavelli, S, Calari, T, Marini, P, Sandri, O, Scala, M, Stroppa, C, Trentin, A, Carlin, R, Carli, B, Sandona, M, Zortea, C, Bonet, L, Pradel, L, Reato, S, Buschini, M, Bonfiglioli, D, Mones, D, Beldi, F, Morea, A, Bondesan, L, Perbellini, S, Valentini, U, Agosti, B, Corsini, R, Girelli, A, Zarra, E, Rocca, L, Bergmann, M, Pradi, I, Unterkircher, S, Piok, M, Pichler, M, Trinchera, A, Palama, G, Palma, P, Carboni, L, Murtas, M, Mudadu, T, Turco, M, Floris, M, Delogu, A, Farris, L, Songini, M, Piras, G, Seguro, R, Floris, R, Corona, G, Lai, M, Piras, E, Contini, P, Cocco, S, Pilosu, R, Sannia, M, Spanu, F, Busciantella Ricci, N, Cartechini, M, Agostinelli, G, Fiorelli, C, Nuzzi, A, Ballauri, C, Lesina, A, Romeo, F, Giudici, G, Maciejewska, E, Deroma, A, Paduano, M, Rossi, L, Vagnini, C, Dolci, M, Mori, M, Baccetti, F, Gregori, G, Straface, E, Pozzuoli, G, Barone, M, Stasio, G, Tondini, S, Borgoni, F, Grosso, J, Scarsellato, C, Sciulli, A, De Marco, F, Confortin, L, Marin, N, Lamonica, M, Gialdino, S, Borzi, V, Gatta, C, Rapisard, R, Strano, S, Calabro, M, Puccio, L, Zolli, M, Coracina, A, Starnone, V, Del Buono, A, Terracciano, A, Monda, M, Castro, F, Guaglianone, A, Maccari, V, Corsi, L, Versari, G, Falivene, M, Boletto, N, Corsi, S, Marafetti, L, Vitacolonna, E, Capani, F, Caputo, L, Di Nisio, L, Simonetti, F, Boscolo Bariga, A, Ballarin, G, De Boni, S, Di Benedetto, S, Chiambretti, A, Di Vito, L, Pascuzzo, M, Urli, P, Rumi, P, Balzarini, B, Galli, P, Castellan, M, Giannetti, A, Russotti, C, De Blasi, A, Perna, A, Campanelli, C, Ranchelli, A, Biccheri, D, Dadi, G, Massa, L, Baldi, G, Sciacca, F, Costanzo, E, Spada, M, Paolini, G, Ziller, P, Portolan, F, Pasolini, G, Ghilardi, G, Fiorina, P, Grata, M, Capretti, L, Speroni, G, Fugazza, L, Massafra, C, Lovagnini Scher, A, Cimicchi, M, Percudani, C, Risolo, T, Sacco, P, Gidoni Guarnieri, G, Piccolo, D, Bravin, C, De Noni, E, Scarpel, M, Marcon, M, Giacon, F, Panebianco, G, Tadiotto, F, Da Tos, V, D'Ambrosio, M, Pellizzola, D, Zampini, M, Frezzati, E, Mari, E, Raminelli, E, Gaiti, D, Bosi, E, Chierici, G, Pilla, S, Copelli, M, Zanichelli, P, Bertelli, L, Caretta, P, Vezzani, V, Bodecchi, S, Longobucco, A, Di Lembo, S, Spotti, E, Carrai, E, Degli Innocenti, A, Manini, L, Persico, R, Rossi, C, Magro, G, Marelli, G, Vilei, V, Andrioli, M, Bellato, L, Fedeli, M, Merlini, A, Pinelli, G, Marin, G, Contin, M, Gallo, A, Parlato, P, Pecchielan, W, Jacovacci, J, Placentino, G, Richini, D, Molinari, S, Strazzeri, R, Fabbri, T, Di Bartolo, P, Garrapa, G, D'Incau, F, Lagomanzini, P, Conte, P, Todesco, F, Foglini, P, Pantanetti, P, Bedetta, C, Maricotti, R, Tomasi, F, Monesi, M, Graziani, R, Beretta, F, Penna, L, Guberti, A, Dazzi, D, Forte, E, Gasbarrone, A, Marrocco, T, Moschetta, R, Tuccinardi, F, De Meo, F, Coppola, A, Pirolozzi, P, Placitelli, E, Vallefuoco, R, Catone, B, Ceschia, S, Urban, M, Fabbri, F, Torresani, M, Crovetto, R, Battistini, M, Carosia, P, Viviani, G, Durante, A, Pais, F, Lilliu, V, Quieto, C, D'Ugo, E, Squadrone, M, Amenduni, T, Iovannisci, M, Della Penna, L, Potente, F, Delle Donne, T, Massa, C, Ulisse, M, De Berardinis, S, Guarnieri, I, Pace, S, Splendiani, M, Di Giuseppe, R, Brunato, B, Assaloni, R, Muraro, R, Loro, R, Bucciol, S, Lavacca, C, Sabbatini, G, Quadri, F, Sambuco, L, Santacroce, C, Paola Caretta, D, Marino, C, Micheletti, A, Petrelli, A, Corda, A, Pisano, L, Guaita, G, Deias, C, Trevisan, G, Coletti, I, Iannarelli, R, De Luca, A, Minnucci, A, Antenucci, D, Di Florio, C, Angelicola, G, Bosco, A, Fresco, R, Di Marco, G, Ugolotti, D, Cadossi, T, Di Caro, P, Mazzocchetti, M, Buzzetti, R, Leto, G, Gnessi, C, Cipolloni, L, Foffi, C, Moretti, C, Venditti, C, Meniconi, R, Bertoli, S, Cosimi, S, Di Cianni, G, Turco, A, Richini, A, Marconi, S, Sannino, C, Lemmi, P, Giuntoli, S, Manfre, N, Giannini, F, Di Carlo, A, Casadidio, I, Melandri, P, Maolo, G, Polenta, B, Piccinini, N, Vincenti, C, Pastore, N, Mega, P, Magurano, E, Cananiello, A, Francescutto, C, Brussa Toi, E, Gaspardo, G, Angeli, L, Ronchese, L, Sciangula, L, Ciucci, A, Contartese, A, Banfi, E, Castelli, E, Tatti, P, Bloise, D, Di Mauro, P, Masselli, L, Lo Presti, A, Scarpitta, A, Gambina, F, Venezia, A, Morea, R, Lagonigro, G, Copeta, G, Iannucci, V, Milano, V, Trupo, M, Lochmann, A, Marchetto, P, Incelli, G, De Paola, G, Steiger, M, Gamper, M, Breitenberger, S, Holzner, M, Frischmann, J, Lambiase, C, Di Vece, T, D'Aniello, M, Fezza, M, Giordano, C, Leo, F, Saitta, G, Cucinotta, D, Di Vieste, G, Pintaudi, B, Mancuso, T, Musacchio, N, Giancaterini, A, Pessina, L, Salis, G, Schivalocchi, F, Testori, G, Cerutti, N, Morpugo, P, Cavaletto, M, Bonino, G, Morreale, F, Mariani, G, Ragonesi, P, Bollati, P, Colapinto, P, Falqui, L, Bortolato, L, Cosma, A, Pistolato, P, Centenaro, B, Ceccato, A, Campobasso, G, Zaurino, F, Mazzotta, G, Manti, R, Da Ros, R, Carlucci, S, Narduzzi, L, Bortolotto, D, D'Acunto, L, Stanic, L, Volpi, A, Cospite, A, Manicardi, V, Michelini, M, Finardi, L, Borghi, F, Manicardi, E, Lombardi, S, Tommasi, C, Iaccarino, M, Cozza, S, Binotto, M, Marini, F, Mecenero, I, Massignani, S, Stecco, P, Urbani, E, Massariol, W, Parolin, R, Gatti, A, Bonavita, M, Creso, E, Giannettino, R, Gobbo, M, Iovine, C, Riccardi, G, Iazzetta, N, Giannattasio, C, Egione, O, Galdieri, S, Velotti, A, Azzolina, A, Annicelli, G, Sorrentino, T, Gaeta, I, Zenari, L, Bertolini, L, Sorgato, C, Grippaldi, F, Stroppiana, M, Popolizio, R, Carbone, N, Grasso, S, Abate, S, Gaggero, G, Strazzabosco, M, Brun, E, Carlesi, G, Garrone, S, Cicalo, A, Clausi, C, Cau, R, Manconi, A, Carboni, A, Angius, M, Pinna, A, Caria, S, Filigheddu, G, Tonolo, G, Carta, I, Calebich, S, Burlotti, C, Saglietti, G, Schellino, A, Madau, G, Cossu, M, Mulas, F, Zoccheddu, S, Balsanelli, M, Fetonti, M, Rotolo, A, Sambo, P, Secchi, E, Angotzi, M, Loddoni, S, Brundu, I, Careddu, F, Becciu, A, Gabriella Piras, G, Novara, F, Cipro, F, Torchio, G, Palumbo, P, Bianchi, A, Colucci, G, La Motta, G, Tiengo, A, Avogaro, A, Bruttomesso, D, Crepaldi, C, Fadini, G, Guarnieri, G, Lavagnini, M, Maran, A, Vedovato, M, De Kreutzenberg, V, Fedele, D, Lapolla, A, Sartore, G, Bax, G, Cardone, C, Dalfra, M, Masin, M, Toniato, R, Piarulli, F, Mattina, G, Fulantelli, M, Gioia, D, Conti, M, Ridola, G, D'Agati, F, Grossi, G, Zavaroni, I, Dei Cas, A, Franzini, L, Usberti, E, Antonimi, M, Anelli, N, Poli, R, Ridolfi, V, Michela, M, Haddoub, S, Prampolini, G, Muoio, A, Filippi, D, Bucci, F, Tardio, S, Calderini, M, Magotti, M, Quarantelli, C, Vernazza, M, Carolfi, A, Saracca, R, Picchio, E, Del Sindaco, P, Spalluto, A, Maggiulli, L, Torreggiani, V, Rastelletti, S, Ugolini, C, Pucci, N, Magi, S, Muratori, S, La Penna, G, Consoli, A, Galeone, F, Magiar, A, Gherardini, V, Moretti, L, Bientinesi, M, Landi, L, Bernardi, A, Del Prato, S, Miccoli, R, Bianchi, C, Penno, G, Venditti, F, Anichini, R, De Bellis, A, Bruschi, T, Butelli, L, Gioffredi, M, Gori, R, Picciafuochi, R, Malagoli, R, Bernini, A, Gelisio, R, Zanon, M, Del Bianco, A, Bamiston, A, Signorato, M, Citro, G, Calabrese, M, Ianni, L, Lorenzetti, M, Marsocci, A, Guizzotti, S, Memoli, G, Cabasino, F, Farci, F, Atzori, A, Sanna, A, Ghiani, M, Siotto, I, Sedda, M, Manis, A, Loddo, C, Loddo, I, Seguro, P, Cuomo, A, Orlando, L, Olanda, G, Pucci, A, Massenzo, M, Sardu, C, Perrone, G, Corazziere, F, La Puzza, I, Tripodi, P, Riggio, S, Giampaolo, A, Mannino, D, Aleandri, A, Guidi, M, Battisti, B, Faraglia, M, Lilli, V, Leotta, S, Visalli, N, Gagliardi, A, Fontana, L, Altomare, M, Carletti, S, Abbruzzese, S, Chiaramonte, F, Giordano, R, Rossini, M, Migneco, G, Cappelloni, D, Urbani, A, Piergiovanni, F, Simonetta, A, Massimiani, F, Bulzomi, R, Giuliano, M, Pennafina, M, Di Perna, P, D'Accinni, M, Paolucci, D, D'Ubaldi, A, D'Angelo, M, Masaro, G, Pietrantoni, M, Fratini, M, La Rosa, R, Poggi, M, Piccirilli, F, Pisano, R, Saponara, C, Conforti, I, Penza, A, Scalpone, R, Lo Pinto, S, Iacovella, L, Caccamo, C, Sposito, S, Teodonio, C, Restuccia, M, Mirto, G, Girardello, R, Gennaro, R, De Moliner, L, Bettini, E, Mattuzzi, A, Speese, K, Frisinghelli, F, Locatelli, F, Nicoletti, M, Trojan, N, Centis, R, L Volsi, P, Levis, E, Zanette, G, Comba, G, Ballatore, L, Cattaneo, A, Aglialoro, A, Guido, R, Patrone, M, Zecchini, M, Clementi, L, Galetta, M, Marconi, V, Bordin, P, Perale, L, Vinci, C, Sira Zanon, M, Geretto, L, Toffolo, C, Furlan, M, Mazzanti, G, Vinci, M, Sica, V, Armeni, M, Derai, R, Ennas, O, Mamusa, S, Pisano, M, Carreras, L, Rauseo, A, Cervone, S, Leggieri, A, Pontonio, M, Sturaro, R, Quattrocchi, F, Molinaro, M, Trasatti, M, Ferretti, B, Labarile, G, Baule, G, Gentilini, A, Spanu, M, Fancellu, A, Bianco, P, Lione, L, Massazza, G, Bocchio, G, Bosco, E, Monachesi, M, Carta, G, Boschetti, M, Ceresola, E, Venier, E, Calcaterra, F, Cataldi, F, Miola, M, Manfrini, S, Lai, A, Locci, B, Putzu, D, Tanganelli, I, Leonini, M, Egger, K, Marchiotto, W, Vincis, L, Orlandini, V, Pilloni, C, Farci, R, Pelligra, I, Renier, G, Mameli, M, Pala, A, Devigus, E, Fumagalli, I, Lalli, C, Leandri, M, Agliani, M, De Pascalis, L, Malci, F, De Ciocchis, A, Diodati, M, Macerola, B, Davi, S, Caccavale, A, Brocato, L, Pognant Gros, M, Borla, S, Lattanzi, E, Piersanti, C, Piersanti, A, Spinelli, I, Tuzzoli, L, Tulini, V, Quaranta, G, Iorio, V, Tirabovi, M, De Terlizi, C, Massarelli, M, Venturi, S, Travaglini, A, Draghi, P, Pomante, P, Richiardi, L, Clerico, A, Bruno, A, Cavallo Perin, P, Ghigo, E, Porta, M, Scuntero, P, Arcari, R, Bertaina, S, Bo, S, Broglio, F, Bruno, G, Degiovanni, M, Fornengo, P, Grassi, G, Inglese, V, Maccario, M, Maghenzani, G, Marena, S, Martina, V, Passera, P, Ruiu, G, Tagliabue, M, Zanone, M, Monge, M, Boffano, G, Macri, K, Maio, P, Ozzello, A, Pergolizzi, E, Gaia, D, Gennari, P, Micali, G, Rossetto, E, Dalmazzo, C, Oreglia, M, Stefani, T, Dossena, C, Paglia, P, Bosoni, S, Romanelli, T, Inchiostro, S, Dauriz, M, Bossi, C, Meregalli, G, Balini, A, Berzi, D, Filippini, B, Crotto, G, Paccagnella, A, Orrasch, M, Sambataro, M, Citro, T, Kiwanuka, E, Bagolin, E, Almoto, B, Macchia, A, Branca, M, Filesi, M, Candido, R, Caroli, E, Manca, E, Petrucco, A, Tommasi, E, Jagodnik, G, Baskar, B, Daris, N, Dal Col, P, Pellegrini, M, Tonutti, L, Venturini, G, Andreani, M, Turchi, F, Fedrighelli, F, Martinelli, G, Rongioletti, R, Candidi, M, Pais, M, Moro, E, Cervellino, F, Sinisi, R, Zampino, A, Mingardi, R, Lora, L, Reitano, R, Stocchiero, C, Simoncini, M, Mesturino, C, Zen, F, Di Pietro, S, Scoponi, C, Tilaro, L, Pelliccioni, S, Slongo, R, Vita, E, Garofalo, A, Vitale, F, Campanella, B, Mastrilli, V, Borrelli, T, D'Avino, A, and Perbellini, A

Subjects
Albuminuria, Diabetic kidney disease, GFR, Albuminuria, Diabetic kidney disease, GFR, Nephrology
Abstract

Background: Albuminuria has been classically considered a marker of kidney damage progression in diabetic patients and it is routinely assessed to monitor kidney function. However, the role of a mild GFR reduction on the development of stage ≥3 CKD has been less explored in type 1 diabetes mellitus (T1DM) patients. Aim of the present study was to evaluate the prognostic role of kidney disease measures, namely albuminuria and reduced GFR, on the development of stage ≥3 CKD in a large cohort of patients affected by T1DM. Methods: A total of 4284 patients affected by T1DM followed-up at 76 diabetes centers participating to the Italian Association of Clinical Diabetologists (Associazione Medici Diabetologi, AMD) initiative constitutes the study population. Urinary albumin excretion (ACR) and estimated GFR (eGFR) were retrieved and analyzed. The incidence of stage ≥3 CKD (eGFR < 60 mL/min/1.73 m2) or eGFR reduction > 30% from baseline was evaluated. Results: The mean estimated GFR was 98 ± 17 mL/min/1.73m2 and the proportion of patients with albuminuria was 15.3% (n = 654) at baseline. About 8% (n = 337) of patients developed one of the two renal endpoints during the 4-year follow-up period. Age, albuminuria (micro or macro) and baseline eGFR < 90 ml/min/m2 were independent risk factors for stage ≥3 CKD and renal function worsening. When compared to patients with eGFR > 90 ml/min/1.73m2 and normoalbuminuria, those with albuminuria at baseline had a 1.69 greater risk of reaching stage 3 CKD, while patients with mild eGFR reduction (i.e. eGFR between 90 and 60 mL/min/1.73 m2) show a 3.81 greater risk that rose to 8.24 for those patients with albuminuria and mild eGFR reduction at baseline. Conclusions: Albuminuria and eGFR reduction represent independent risk factors for incident stage ≥3 CKD in T1DM patients. The simultaneous occurrence of reduced eGFR and albuminuria have a synergistic effect on renal function worsening.

Published
2018

36. A mathematical model of the dynamics of lymphatic filariasis in Caraga Region, the Philippines

Author

Victoria May P. Mendoza, Vicente Y. Belizario, Pamela Kim N Salonga, and Renier G. Mendoza

Subjects
Multidisciplinary, Science, 030231 tropical medicine, the Philippines, Biology, medicine.disease, optimal control, 03 medical and health sciences, 0302 clinical medicine, sensitivity analysis, Environmental health, Caraga Region, medicine, mathematical modelling, 030212 general & internal medicine, parameter estimation, Mass drug administration, lymphatic filariasis, Mathematics, Research Articles, Lymphatic filariasis
Abstract

Despite being one of the first countries to implement mass drug administration (MDA) for elimination of lymphatic filariasis (LF) in 2001 after a pilot study in 2000, the Philippines is yet to eliminate the disease as a public health problem with 6 out of the 46 endemic provinces still implementing MDA for LF as of 2018. In this work, we propose a mathematical model of the transmission dynamics of LF in the Philippines and a control strategy for its elimination using MDA. Sensitivity analysis using the Latin hypercube sampling and partial rank correlation coefficient methods suggests that the infected human population is most sensitive to the treatment parameters. Using the available LF data in Caraga Region from the Philippine Department of Health, we estimate the treatment rates r 1 and r 2 using the least-squares parameter estimation technique. Parameter bootstrapping showed small variability in the parameter estimates. Finally, we apply optimal control theory with the objective of minimizing the infected human population and the corresponding implementation cost of MDA, using the treatment coverage γ as the control parameter. Simulation results highlight the importance of maintaining a high MDA coverage per year to effectively minimize the infected population by the year 2030.

Published
2021

37. Block-level Optical Character Recognition System for Automatic Transliterations of Baybayin Texts Using Support Vector Machine.

Author

Pino, Rodney B., Mendoza, Renier G., and Sambayan, Rachelle R.

Subjects
*SUPPORT vector machines, *TRANSLITERATION, *OPTICAL character recognition
Abstract

Baybayin is a Tagalog-language writing system primarily used in the northern Philippines during the pre-Hispanic period. In 2018, the House of Representatives approved House Bill 1022 or the "National Writing System Act," which declares the Baybayin script as the Philippines' national writing system. Thus, documents, signages, books, etc. may soon have Baybayin texts. However, the Latin alphabet is still the primary script used in the country. Hence, it is possible that Latin and Baybayin scripts may be found on the same text. In this paper, we present an optical character recognition (OCR) system that identifies Baybayin scripts from Latin in a text image. The preprocessing method applies the conversion of the input image to binary data and calculating the respective bounding box of each word found from the text, where we utilize a modified k - means algorithm and MATLAB ocr function, respectively. The classification then involves isolating each word and further segmenting each character's components. With the aid of a support vector machine (SVM) character classifier, we determine the word's script by the highest number of characters classified into either Baybayin or Latin. To the best of our knowledge, this is the first system that discriminates, at the block level, the Baybayin script from Latin. The proposed algorithm yields a 93.64% recognition accuracy tested in a novel dataset. The accompanying code of the proposed algorithm and the dataset are made publicly available to make the results of the study reproducible. [ABSTRACT FROM AUTHOR]

Published
2022

38. A numerical continuation method for parameter-dependent boundary value problems using bvpsuite 2.0.

Author

Auzinger, Winfried, Burdeos, Katrina N., Fallahpour, Merlin, Koch, Othmar, Mendoza, Renier G., and Weinmüller, Ewa B.

Subjects
BOUNDARY value problems, DIFFERENTIAL equations, GAUSS-Newton method, MATHEMATICS, IMMUNE system
Abstract

The Matlab package bvpsuite 2.0 is a numerical collocation code for the approximation of solutions of a broad range of boundary value problems in ordinary differential equations. In this article, its newly implemented pathfollowing module with automated step-length control is presented. Two versions using the pseudo-arclength continuation method, allowing pathfollowing beyond turning points, were developed, both taking advantage of the existing features of bvpsuite 2.0 such as error estimation and mesh adaptation. The first version is based on the Gauss-Newton method. The second version is now contained in the package bvpsuite 2.0 and uses its built-in iterative method, the Fast Frozen Newton method. Their operating principles are presented and their performance is compared by means of the computation of some pathfollowing problems. Furthermore, the results of computations with bvpsuite 2.0 for a problem with path bifurcations are presented. [ABSTRACT FROM AUTHOR]

Published
2022

39. T Cell Dysregulation in Non-silicotic Silica Exposed Workers: A Step Toward Immune Tolerance Breakdown

Author

Brilland, B, Beauvillain, C, Mazurkiewicz, G, Rucay, P, Roquelaure, Yves, Tabiasco, J, Vinatier, E, Riou, J, Jeannin, P, Renier, G, Subra, Jf, Augusto, Jf, Service de Néphrologie-Dialyse-Transplantation, CHU d'Angers, Innate Immunity and Immunotherapy (CRCINA-ÉQUIPE 7), Centre de Recherche en Cancérologie et Immunologie Nantes-Angers (CRCINA), Université d'Angers (UA)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Université d'Angers (UA)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Centre hospitalier universitaire de Nantes (CHU Nantes), Laboratoire d'Immunologie et d'Allergologie, CHU d'Angers, Service Santé au Travail Côte de Lumière, Service de Médecine du Travail, CHU d'Angers, Épidémiologie en Santé au Travail et Ergonomie (IRSET-ESTER), Institut de recherche en santé, environnement et travail (Irset), Université d'Angers (UA)-Université de Rennes (UR)-École des Hautes Études en Santé Publique [EHESP] (EHESP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Structure Fédérative de Recherche en Biologie et Santé de Rennes ( Biosit : Biologie - Santé - Innovation Technologique )-Université d'Angers (UA)-Université de Rennes (UR)-École des Hautes Études en Santé Publique [EHESP] (EHESP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Structure Fédérative de Recherche en Biologie et Santé de Rennes ( Biosit : Biologie - Santé - Innovation Technologique ), Micro et Nanomédecines Translationnelles (MINT), Université d'Angers (UA)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS), Jonchère, Laurent, Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Nantes - UFR de Médecine et des Techniques Médicales (UFR MEDECINE), Université de Nantes (UN)-Université de Nantes (UN)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Centre National de la Recherche Scientifique (CNRS)-Université d'Angers (UA)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Nantes - UFR de Médecine et des Techniques Médicales (UFR MEDECINE), Université de Nantes (UN)-Université de Nantes (UN)-Centre hospitalier universitaire de Nantes (CHU Nantes)-Centre National de la Recherche Scientifique (CNRS)-Université d'Angers (UA), Université d'Angers (UA)-Université de Rennes 1 (UR1), Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-École des Hautes Études en Santé Publique [EHESP] (EHESP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Structure Fédérative de Recherche en Biologie et Santé de Rennes ( Biosit : Biologie - Santé - Innovation Technologique )-Université d'Angers (UA)-Université de Rennes 1 (UR1), and Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-École des Hautes Études en Santé Publique [EHESP] (EHESP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Structure Fédérative de Recherche en Biologie et Santé de Rennes ( Biosit : Biologie - Santé - Innovation Technologique )

Subjects
Adult, Male, Time Factors, Immunology, HLA-DR Antigens, crystalline silica, Middle Aged, Silicon Dioxide, T-Lymphocytes, Regulatory, regulatory T cells, Autoimmune Diseases, [SDV.SPEE] Life Sciences [q-bio]/Santé publique et épidémiologie, occupational diseases, auto-antibodies, Antibodies, Antinuclear, Occupational Exposure, Immune Tolerance, Immunology and Allergy, Humans, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, auto-immune diseases, Prospective Studies, Original Research, activated T cells
Abstract

International audience; Background: Chronic silica exposure can lead to silicosis, complicated or not by autoimmune diseases (AID). The pathophysiology of silica-induced AID remains not fully understood, especially immune mechanisms that may develop in patients without yet established silicosis. We conducted a prospective clinical study to analyze the impact of crystalline silica (CS) on T cell phenotype and regulatory T cells (Tregs) frequency, as well as on auto-antibodies development in non-silicotic workers exposed to CS.Methods: Workers with moderate to high exposure level to CS and aged between 30 and 60 years-old were considered for inclusion. Peripheral blood mononuclear cells were analyzed by flow cytometry. Auto-antibodies were screened in serum by immunofluorescence. Blood from 42 and 45 healthy subjects (HC) was used as control for T cell phenotype and serum analyses, respectively.Results: Among the 63 included workers exposed to CS, 55 had full data available and were analyzed. Ten were exposed to CS for

Published
2019

40. An unconstrained minimization technique using successive implementations of Golden Search algorithm

Author

Jose Marie Inaudito, Pamela Kim N Salonga, and Renier G. Mendoza

Subjects
Set (abstract data type), Search algorithm, Computer science, Simulated annealing, Minification, Radius, Ball (mathematics), Function (mathematics), Algorithm, Implementation
Abstract

In this paper, we propose a new technique in solving the minimum of a function defined on a ball centered at x0 with radius ρ¯ using successive implementations of Golden Search algorithm. We show numerically that our proposed method can effectively approximate the minimum of a function even if it is nonsmooth or discontinuous. We also introduce partitioning to estimate the global minimum of multimodal functions. Furthermore, we compare the performance of SGS with Simulated Annealing in estimating the global minimum of a set of multimodal functions. Lastly, we apply our method to estimate the parameters of a physiological system.

Published
2019

46. Solutions of neutral delay differential equations using a generalized Lambert W function

Author

Cristeta U. Jamilla, István Mező, and Renier G. Mendoza

Subjects
0209 industrial biotechnology, State variable, Generalization, Differential equation, Applied Mathematics, Numerical analysis, Ode, 020206 networking & telecommunications, 02 engineering and technology, Delay differential equation, Derivative, Computational Mathematics, symbols.namesake, 020901 industrial engineering & automation, Lambert W function, 0202 electrical engineering, electronic engineering, information engineering, symbols, Applied mathematics, Mathematics
Abstract

The Lambert W function is defined by W ( a ) e W ( a ) − a = 0 . One of the many applications of the Lambert W function is in solving delay differential equations (DDEs). In 2003, Asl and Ulsoy provided a solution of some DDEs in terms of the Lambert W functions Asl et al. (2003)[1]. However, the solutions are limited to differential equations with delay in the state variable. Scott et al. (2006)[2] introduced a generalized Lambert function which was further studied by Mező and Baricz (2017)[3]. In our work, we show that this generalization of the Lambert W function provides an analytical solution to neutral delay differential equations (NDDEs). NDDEs are DDEs with time delay not only in the state variables but also in the derivative terms. This analytical solution is advantageous such that it is similar to the general solutions of linear ODEs. Also, one can identify how the parameters affect the solution of the equation since our proposed solution is written in terms of these parameters. We then propose a new numerical method to solve linear NDDEs using the generalized Lambert W function. We test our method to examples with known solutions. We also provide a real-world application by solving an NDDE model of the population growth of an E. coli culture using our proposed approach.

Published
2020

48. Association of kidney disease measures with risk of renal function worsening in patients with type 1 diabetes

Author

Mirijello, Antonio, Viazzi, Francesca, Fioretto, Paola, Giorda, Carlo, Ceriello, Antonio, Russo, Giuspina T., Guida, Pietro, Pontremoli, Roberto, De Cosmo, Salvatore, Cimino, Antonino, Fava, Danila, Giorda, Carlo Bruno, Meloncelli, Illidio, Nicolucci, Antonio, Pellegrini, Fabio, Rossi, Maria Chiara, Turco, Salvatore, Vespasiani, Giacomo, Pellegrini, F., Graziano, G., Lucisano, G., Memmo, R., Pellicciotta, E., Paciotti, V., Pupillo, M., Armentano, G., Giovannini, C., Armentano, V., Laudato, M., Turco, S., Acquati, S., Ciardullo, A. V., Laffi, G., Felace, G., Taboga, C., Tortul, C., Santantonio, G., Suraci, C., Ghisoni, G., Raffa, M., Genovese, S., Lovagnini-Scher, C. A., Rampini, P., Rocca, A., Ruggeri, P., Tortato, E., Cotti, L., Cristofaro, M. R., Tagliaferri, M., Comoglio, M., Fornengo, R., De Cosmo, S., Gentile, F. M., Gigante, A., Mastinu, F., Di Benedetto, A., Pata, P., Arcangeli, A., Orsini, P., Acler, P., De Blasi, G., Cicioni, G., Pocciati, S., Marangoni, A., Nogara, A., Lanero, M., Bertero, M. G., Damassino, R., Bergonzini, C., Schumtz, L., Seksich, L., Pipitone, A., Boaretto, M., Manfroi, I., Parmesan, L., Conte, B., Soccol, F., Pagano, A., Papini, E., Rinaldi, R., Petrucci, L., Graziano, F., Chianelli, M., Silvagni, S., Rosco, M., Ansaldi, E., Malvicino, F., Battezzati, M., Maresca, P., Palenzona, C., Boemi, M., Rabini, R. A., Brandoni, G., Lanari, L., Gatti, C., Testa, I., Cherubini, V., Doveri, G., Pecorelli, L., Ciccarelli, A., Gallardini, M. B., Courthoud, R., Sara Bredy, S., Ricciardi, G. P., Vitalone, G., Setti, D., Contrini, P., Corsi, A., Ghigliotti, V., Oddone, G., Ponzani, P., Valbonesi, G., Mazzini, V., Di Berardino, P., Colleluori, P., Montani, V., Trosini, V., Velussi, M., Alfidi, P., Verdecchia, B., Baliva, L., Di Pietro, A., Franchi, G., Luce, R. P., Pianta, A., Ferrari, M., Balzano, S., Beltranello, G., Dal Fabbro, S., Aricò, C. N., Cervo, L., Zanon, R., Rossa, S., Di Pace, M. C., Ciavarella, A., Giangiulio, S., Grimaldi, M., Mustacchio, A., Santacroce, G., Fattor, B., Monauni, T., Cristini, M., Orion, G., Crazzolara, D., Amor, F., Eisath, J. E., Lintner, S., Garavelli, S., Calari, T., Marini, P., Sandri, O., Scala, M., Stroppa, C., Trentin, A., Carlin, R., Carli, B., Sandonà, M., Zortea, C., Bonet, L., Pradel, L., Reato, S., Buschini, M., Bonfiglioli, D., Mones, D., Beldì, F., Morea, A., Bondesan, L., Perbellini, S., Cimino, A., Valentini, U., Agosti, B., Corsini, R., Girelli, A., Zarra, E., Rocca, L., Bergmann, M., Pradi, I., Unterkircher, S., Piok, M., Pichler, M., Trinchera, A., Palamà, G., Palma, P., Carboni, L., Murtas, M. G., Mudadu, T., Turco, M. P., Floris, M., Delogu, A., Farris, L., Songini, M., Piras, G., Seguro, R., Floris, R., Corona, G., Lai, M., Piras, E., Contini, P. P., Cocco, S., Pilosu, R. M., Sannia, M. C., Spanu, F., Busciantella Ricci, N., Cartechini, M. G., Agostinelli, G., Fiorelli, C., Nuzzi, A., Ballauri, C., Giorda, C. B., Lesina, A., Romeo, F., Giudici, G., Maciejewska, E. G., Deroma, A., Paduano, M., Rossi, L., Vagnini, C., Dolci, M., Mori, M., Baccetti, F., Gregori, G., Straface, E., Pozzuoli, G., Barone, M., Stasio, G. B., Tondini, S., Borgoni, F., Grosso, J., Scarsellato, C., Sciulli, A., De Marco, F., Confortin, L., Marin, N., Lamonica, M., Gialdino, S., Borzì, V., Gatta, C., Rapisard, R., Strano, S., Calabrò, M., Puccio, L., Zolli, M., Coracina, A., Starnone, V., Del Buono, A., Terracciano, A. M., Monda, M. V., Castro, F., Guaglianone, A., Maccari, V., Corsi, L., Versari, G., Falivene, M. R., Boletto, N., Corsi, S., Marafetti, L., Vitacolonna, E., Capani, F., Caputo, L., Di Nisio, L., Simonetti, F., Boscolo Bariga, A., Ballarin, G., De Boni, S., Di Benedetto, S., Chiambretti, A. M., Di Vito, L., Pascuzzo, M. D., Urli, P., Rumi, P., Balzarini, B., Galli, P., Castellan, M., Giannetti, A., Russotti, C., De Blasi, A., Perna, A., Campanelli, C., Ranchelli, A., Biccheri, D., Dadi, G., Massa, L., Baldi, G. P., Sciacca, F., Costanzo, E., Spada, M., Paolini, G., Ziller, P., Portolan, F., Pasolini, G., Ghilardi, G., Fiorina, P., Grata, M. L., Capretti, L., Speroni, G., Fugazza, L., Massafra, C., Lovagnini Scher, A., Cimicchi, M. C., Percudani, C., Risolo, T., Saccò, P., Gidoni Guarnieri, G. L., Piccolo, D., Bravin, C., De Noni, E., Scarpel, M., Marcon, M., Giacon, F., Panebianco, G., Tadiotto, F., Da Tos, V., D'Ambrosio, M., Pellizzola, D., Zampini, M. A., Frezzati, E., Mari, E., Raminelli, E., Gaiti, D., Bosi, E. A., Chierici, G., Pilla, S., Copelli, M., Zanichelli, P., Bertelli, L., Caretta, P., Vezzani, V., Bodecchi, S., Longobucco, A., Di Lembo, S., Spotti, E., Carrai, E., Degli Innocenti, A., Manini, L., Persico, R., Rossi, C., Magro, G., Marelli, G., Vilei, V., Andrioli, M., Bellato, L., Fedeli, M., Merlini, A., Pinelli, G., Marin, G., Contin, M. L., Gallo, A., Parlato, P., Pecchielan, W., Jacovacci, J., Placentino, G., Richini, D., Molinari, S., Strazzeri, R., Fabbri, T., Di Bartolo, P., Garrapa, G., D'Incau, F., Lagomanzini, P., Conte, P., Todesco, F., Foglini, P., Pantanetti, P., Bedetta, C., Maricotti, R., Tomasi, F., Monesi, M., Graziani, R., Beretta, F., Penna, L., Guberti, A., Dazzi, D., Forte, E., Gasbarrone, A., Marrocco, T., Moschetta, R., Tuccinardi, F., De Meo, F., Coppola, A., Pirolozzi, P., Placitelli, E., Vallefuoco, R., Catone, B., Ceschia, S., Urban, M., Fabbri, F., Torresani, M., Crovetto, R., Battistini, M., Carosia, P., Viviani, G. L., Durante, A., Pais, F., Lilliu, V., Quieto, C., D'Ugo, E., Squadrone, M., Amenduni, T., Iovannisci, M. M., Della Penna, L., Potente, F., Delle Donne, T., Massa, C., Ulisse, M. A., De Berardinis, S., Guarnieri, I., Pace, S., Splendiani, M., Di Giuseppe, R., Brunato, B., Assaloni, R., Muraro, R., Loro, R., Bucciol, S., Lavacca, C., Rossi, M., Sabbatini, G., Quadri, F., Sambuco, L., Santacroce, C., Paola Caretta, D., Marino, C., Micheletti, A., Petrelli, A., Corda, A., Pisano, L., Guaita, G., Deias, C., Trevisan, G., Coletti, I., Iannarelli, R., De Luca, A., Minnucci, A., Antenucci, D., Di Florio, C., Angelicola, G., Bosco, A., Fresco, R., Di Marco, G., Ugolotti, D., Cadossi, T., Di Caro, P., Mazzocchetti, M., Buzzetti, R., Leto, G., Gnessi, C., Cipolloni, L., Foffi, C., Moretti, C., Venditti, C., Meniconi, R., Bertoli, S., Cosimi, S., Di Cianni, G., Turco, A., Richini, A., Marconi, S., Sannino, C., Lemmi, P., Giuntoli, S., Manfrè, N., Giannini, F., Di Carlo, A., Casadidio, I., Melandri, P., Maolo, G., Polenta, B., Piccinini, N., Vincenti, C., Pastore, N., Mega, P., Magurano, E., Cananiello, A., Francescutto, C. A., Brussa Toi, E., Gaspardo, G., Angeli, L., Ronchese, L., Sciangula, L., Ciucci, A., Contartese, A., Banfi, E., Castelli, E., Tatti, P., Bloise, D., Di Mauro, P., Masselli, L., Lo Presti, A., Scarpitta, A. M., Gambina, F., Venezia, A., Morea, R., Lagonigro, G., Copeta, G., Iannucci, V., Milano, V., Trupo, M., Lochmann, A., Marchetto, P. E., Incelli, G., De Paola, G., Steiger, M. M., Gamper, M. A., Breitenberger, S., Holzner, M., Frischmann, J., Lambiase, C., Di Vece, T., D'Aniello, M., Fezza, M., Giordano, C., Leo, F., Saitta, G., Cucinotta, D., Di Vieste, G., Pintaudi, B., Mancuso, T., Musacchio, N., Giancaterini, A., Pessina, L., Salis, G., Schivalocchi, F., Testori, G., Rampini, P. A., Cerutti, N., Morpugo, P. S., Cavaletto, M. L., Bonino, G., Morreale, F., Mariani, G., Ragonesi, P. D., Bollati, P., Colapinto, P., Bosi, E., Falqui, L., Bortolato, L., Cosma, A., Pistolato, P., Centenaro, B., Ceccato, A., Campobasso, G., Zaurino, F., Mazzotta, G., Manti, R., Da Ros, R., Carlucci, S., Narduzzi, L., Bortolotto, D., D'Acunto, L., Stanic, L., Volpi, A., Cospite, A. M., Manicardi, V., Michelini, M., Finardi, L., Borghi, F., Manicardi, E., Lombardi, S., Tommasi, C., Iaccarino, M., Cozza, S., Binotto, M., Marini, F., Mecenero, I., Massignani, S., Stecco, P., Urbani, E., Massariol, W., Parolin, R., Gatti, A., Bonavita, M., Creso, E., Giannettino, R., Gobbo, M., Iovine, C., Turco, A. A., Riccardi, G., Iazzetta, N., Giannattasio, C., Egione, O., Galdieri, S., Velotti, A., Azzolina, A., Annicelli, G., Sorrentino, T., Gaeta, I., Zenari, L., Bertolini, L., Sorgato, C., Grippaldi, F., Stroppiana, M., Popolizio, R., Carbone, N., Grasso, S., Abate, S., Gaggero, G. C., Strazzabosco, M., Brun, E., Carlesi, G. P., Garrone, S., Cicalò, A. M., Clausi, C., Cau, R., Manconi, A., Carboni, A., Angius, M. F., Pinna, A. A., Caria, S., Filigheddu, G. D., Tonolo, G., Carta, I., Calebich, S., Burlotti, C., Saglietti, G., Schellino, A., Madau, G., Cossu, M., Mulas, F., Zoccheddu, S., Balsanelli, M., Fetonti, M., Rotolo, A., Sambo, P., Secchi, E., Angotzi, M. A., Loddoni, S., Brundu, I., Careddu, F., Becciu, A., Gabriella Piras, G., Novara, F., Cipro, F., Torchio, G., Palumbo, P., Bianchi, A., Colucci, G., La Motta, G., Tiengo, A., Avogaro, A., Bruttomesso, D., Crepaldi, C., Fadini, G., Guarnieri, G., Lavagnini, M. T., Maran, A., Vedovato, M., De Kreutzenberg, V., Fedele, D., Lapolla, A., Sartore, G., Bax, G., Cardone, C., Dalfrà, M. G., Masin, M., Toniato, R., Piarulli, Francesco, Mattina, G., Fulantelli, M. A., Gioia, D., Conti, M., Ridola, G., D'Agati, F., Grossi, G., De Berardinis, F., Zavaroni, I., Dei Cas, A., Franzini, L., Usberti, E., Antonimi, M., Anelli, N., Poli, R., Ridolfi, V., Michela, M., Haddoub, S., Prampolini, G., Muoio, A., Filippi, D., Bucci, F., Tardio, S. M., Calderini, M. C., Magotti, M. G., Quarantelli, C., Vernazza, M. A., Carolfi, A., Saracca, R., Picchio, E., Del Sindaco, P., Spalluto, A., Maggiulli, L., Torreggiani, V., Rastelletti, S., Ugolini, C., Pucci, N., Magi, S., Muratori, S., La Penna, G., Consoli, A., Galeone, F., Magiar, A. V., Gherardini, V., Moretti, L., Bientinesi, M., Landi, L., Bernardi, A., Del Prato, S., Miccoli, R., Bianchi, C., Penno, G., Venditti, F., Anichini, R., De Bellis, A., Bruschi, T., Butelli, L., Gioffredi, M., Gori, R., Picciafuochi, R., Malagoli, R., Bernini, A., Gelisio, R., Zanon, M., Del Bianco, A., Bamiston, A., Signorato, M., Citro, G., Calabrese, M., Ianni, L., Lorenzetti, M., Marsocci, A., Guizzotti, S., Memoli, G., Cabasino, F., Farci, F., Atzori, A., Sanna, A., Ghiani, M., Siotto, I., Sedda, M., Manis, A., Loddo, C., Loddo, I., Seguro, P., Cuomo, A., Orlando, L., Olanda, G. B., Pucci, A., Massenzo, M., Sardu, C., Perrone, G., Corazziere, F., La Puzza, I., Tripodi, P. F., Riggio, S., Giampaolo, A., Mannino, D., Aleandri, A. R., Guidi, M. V., Battisti, B., Faraglia, M. R., Lilli, V., Leotta, S., Visalli, N., Gagliardi, A., Fontana, L., Altomare, M., Carletti, S., Abbruzzese, S., Chiaramonte, F., Giordano, R., Rossini, M., Migneco, G., Cappelloni, D., Urbani, A., Piergiovanni, F., Fava, D., Simonetta, A., Massimiani, F., Bulzomì, R., Giuliano, M., Pennafina, M. G., Di Perna, P., D'Accinni, M. P., Paolucci, D., D'Ubaldi, A., D'Angelo, M. T., Masaro, G., Pietrantoni, M., Fratini, M., La Rosa, R., Poggi, M., Piccirilli, F., Pisano, R., Saponara, C., Conforti, I., Penza, A., Scalpone, R., Lo Pinto, S., Iacovella, L., Caccamo, C., Sposito, S., Teodonio, C., Restuccia, M. G., Mirto, G., Girardello, R., Gennaro, R., De Moliner, L., Bettini, E., Mattuzzi, A., Speese, K., Frisinghelli, F., Locatelli, F., Nicoletti, M., Trojan, N., Centis, R., L Volsi, P., Levis, E., Zanette, G., Comba, G., Ballatore, L., Cattaneo, A., Aglialoro, A., Guido, R., Patrone, M., Zecchini, M., Vespasiani, G., Meloncelli, I., Clementi, L., Galetta, M., Marconi, V., Bordin, P., Perale, L., Vinci, C., Sira Zanon, M., Geretto, L., Toffolo, C., Furlan, M. G., Mazzanti, G., Vinci, M., Sica, V., Armeni, M., Derai, R., Ennas, O., Mamusa, S., Pisano, M. A., Carreras, L., Rauseo, A., Cervone, S., Leggieri, A., Pontonio, M., Sturaro, R., Quattrocchi, F., Molinaro, M., Trasatti, M., Ferretti, B., Labarile, G., Baule, G. M., Gentilini, A., Spanu, M. A., Fancellu, A., Bianco, P., Lione, L., Massazza, G., Bocchio, G., Bosco, E., Monachesi, M., Carta, G., Boschetti, M., Ceresola, E., Venier, E., Calcaterra, F., Cataldi, F., Miola, M., Manfrini, S., Lai, A., Locci, B., Putzu, D., Tanganelli, I., Leonini, M., Egger, K., Marchiotto, W., Vincis, L., Orlandini, V., Pilloni, C., Farci, R., Pelligra, I., Renier, G., Mameli, M., Pala, A., Devigus, E., Fumagalli, I., Lalli, C., Leandri, M., Agliani, M., De Pascalis, L., Malci, F., De Ciocchis, A., Diodati, M. B., Macerola, B., Davì, S., Caccavale, A., Brocato, L., Pognant Gros, M., Borla, S., Lattanzi, E., Piersanti, C., Piersanti, A., Spinelli, I., Tuzzoli, L., Tulini, V., Quaranta, G., Iorio, V., Tirabovi, M., De Terlizi, Candia, Massarelli, M. G., Venturi, S., Travaglini, A., Draghi, P., Pomante, P., Richiardi, L., Clerico, A., Bruno, A., Cavallo Perin, P., Ghigo, E., Porta, M., Scuntero, P., Arcari, R., Bertaina, S., Bo, S., Broglio, F., Bruno, G., Degiovanni, M., Fornengo, P., Grassi, G., Inglese, V., Maccario, M., Maghenzani, G., Marena, S., Martina, V., Passera, P., Ruiu, G., Tagliabue, M., Zanone, M., Monge, M., Boffano, G. M., Macrì, K., Maio, P., Ozzello, A., Pergolizzi, E., Gaia, D., Gennari, P., Micali, G., Rossetto, E., Dalmazzo, C., Oreglia, M., Stefani, T., Dossena, C., Paglia, P., Bosoni, S., Romanelli, T., Inchiostro, S., Dauriz, M., Bossi, C. A., Meregalli, G., Balini, A., Berzi, D., Filippini, B., Crotto, G., Paccagnella, A., Orrasch, M., Sambataro, M., Citro, T., Kiwanuka, E., Bagolin, E., Almoto, B., Macchia, A., Branca, M. T., Filesi, M., Candido, R., Caroli, E., Manca, E., Petrucco, A., Tommasi, E., Jagodnik, G., Baskar, B., Daris, N., Dal Col, P., Pellegrini, M. A., Tonutti, L., Venturini, G., Andreani, M., Turchi, F., Fedrighelli, F., Martinelli, G., Rongioletti, R., Candidi, M., Pais, M., Moro, E., Cervellino, F., Sinisi, R., Zampino, A., Mingardi, R., Lora, L., Reitano, R., Stocchiero, C., Simoncini, M., Mesturino, C. A., Zen, F., Di Pietro, S., Scoponi, C., Tilaro, L., Pelliccioni, S., Slongo, R., Vita, E., Garofalo, A., Vitale, F., Campanella, B., Mastrilli, V., Borrelli, T., D'Avino, A., Perbellini, A., Mirijello, Antonio, Viazzi, Francesca, Fioretto, Paola, Giorda, Carlo, Ceriello, Antonio, Russo, Giuspina T, Guida, Pietro, Pontremoli, Roberto, and De Cosmo, Salvatore, Giordano, Carla

Subjects
Adult, Male, Nephrology, medicine.medical_specialty, endocrine system diseases, Renal function, 030209 endocrinology & metabolism, 030204 cardiovascular system & hematology, lcsh:RC870-923, Kidney, urologic and male genital diseases, GFR, 03 medical and health sciences, 0302 clinical medicine, Risk Factors, Internal medicine, Diabetes mellitus, medicine, Humans, Albuminuria, Diabetic kidney disease, Type 1 diabetes, urogenital system, business.industry, Incidence (epidemiology), Middle Aged, lcsh:Diseases of the genitourinary system. Urology, medicine.disease, female genital diseases and pregnancy complications, Albuminuria, Diabetic kidney disease, GFR, Nephrology, Diabetes Mellitus, Type 1, medicine.anatomical_structure, Italy, Disease Progression, Female, medicine.symptom, business, Research Article, Follow-Up Studies, Glomerular Filtration Rate, Kidney disease
Abstract

Background Albuminuria has been classically considered a marker of kidney damage progression in diabetic patients and it is routinely assessed to monitor kidney function. However, the role of a mild GFR reduction on the development of stage ≥3 CKD has been less explored in type 1 diabetes mellitus (T1DM) patients. Aim of the present study was to evaluate the prognostic role of kidney disease measures, namely albuminuria and reduced GFR, on the development of stage ≥3 CKD in a large cohort of patients affected by T1DM. Methods A total of 4284 patients affected by T1DM followed-up at 76 diabetes centers participating to the Italian Association of Clinical Diabetologists (Associazione Medici Diabetologi, AMD) initiative constitutes the study population. Urinary albumin excretion (ACR) and estimated GFR (eGFR) were retrieved and analyzed. The incidence of stage ≥3 CKD (eGFR 30% from baseline was evaluated. Results The mean estimated GFR was 98 ± 17 mL/min/1.73m2 and the proportion of patients with albuminuria was 15.3% (n = 654) at baseline. About 8% (n = 337) of patients developed one of the two renal endpoints during the 4-year follow-up period. Age, albuminuria (micro or macro) and baseline eGFR 90 ml/min/1.73m2 and normoalbuminuria, those with albuminuria at baseline had a 1.69 greater risk of reaching stage 3 CKD, while patients with mild eGFR reduction (i.e. eGFR between 90 and 60 mL/min/1.73 m2) show a 3.81 greater risk that rose to 8.24 for those patients with albuminuria and mild eGFR reduction at baseline. Conclusions Albuminuria and eGFR reduction represent independent risk factors for incident stage ≥3 CKD in T1DM patients. The simultaneous occurrence of reduced eGFR and albuminuria have a synergistic effect on renal function worsening. Electronic supplementary material The online version of this article (10.1186/s12882-018-1136-6) contains supplementary material, which is available to authorized users.

Published
2018

50. Ankylosing spondylitis and monoclonal gammopathies

Author

Renier, G., Renier, J.C., Gardembas-Pain, M., Chevailler, A., Boasson, M., and Hurez, D.

Subjects
Ankylosing spondylitis -- Complications, Monoclonal gammopathies -- Diagnosis, Monoclonal antibodies -- Physiological aspects, Health
Published
1992

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