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15. Hospital Care of Older Patients With COPD: Adherence to International Guidelines for Use of Inhaled Bronchodilators and Corticosteroids

Author

Mannucci, Pier Mannuccio, Nobili, Alessandro, Tettamanti, Mauro, Pasina, Luca, Franchi, Carlotta, Corrao, Salvatore, Marengoni, Alessandra, Salerno, Francesco, Cesari, Matteo, Perticone, Francesco, Licata, Giuseppe, Violi, Francesco, Corazza, Gino Roberto, Cortesi, Laura, Ardoino, Ilaria, Prisco, Domenico, Silvestri, Elena, Cenci, Caterina, Emmi, Giacomo, Biolo, Gianni, Zanetti, Michela, Guadagni, Martina, Zaccari, Michele, Vanoli, Massimo, Grignani, Giulia, Pulixi, Edoardo Alessandro, Bernardi, Mauro, Bassi, Silvia Li, Santi, Luca, Zaccherini, Giacomo, Mannarino, Elmo, Lupattelli, Graziana, Bianconi, Vanessa, Paciullo, Francesco, Nuti, Ranuccio, Valenti, Roberto, Ruvio, Martina, Cappelli, Silvia, Palazzuoli, Alberto, Olivieri, Oliviero, Girelli, Domenico, Matteazzi, Thomas, Barbagallo, Mario, Dominguez, Ligia, Cocita, Floriana, Beneduce, Vincenza, Plances, Lidia, Zoli, Marco, Lazzari, Ilaria, Brunori, Mattia, Pasini, Franco Laghi, Capecchi, Pier Leopoldo, Palasciano, Giuseppe, Modeo, Maria Ester, Di Gennaro, Carla, Cappellini, Maria Domenica, Maira, Diletta, Di Stefano, Valeria, Fabio, Giovanna, Seghezzi, Sonia, Mancarella, Marta, Rossi, Paolo Dionigi, Damanti, Sarah, Clerici, Marta, Conti, Federica, Miceli, Emanuela, Lenti, Marco Vincenzo, Pisati, Martina, Dominioni, Costanza Caccia, Murialdo, Giovanni, Marra, Alessio, Cattaneo, Federico, Pontremoli, Roberto, Secchi, Maria Beatrice, Ghelfi, Davide, Anastasio, Luigi, Sofia, Lucia, Carbone, Maria, Cipollone, Francesco, Guagnano, Maria Teresa, Angelucci, Ermanno, Valeriani, Emanuele, Mancuso, Gerardo, Calipari, Daniela, Bartone, Mosè, Delitala, Giuseppe, Berria, Maria, Muscaritoli, Maurizio, Molfino, Alessio, Petrillo, Enrico, Zuccalà, Giuseppe, D’Aurizio, Gabriella, Romanelli, Giuseppe, Zucchelli, Alberto, Picardi, Antonio, Gentilucci, Umberto Vespasiani, Gallo, Paolo, Dell’Unto, Chiara, Annoni, Giorgio, Corsi, Maurizio, Bellelli, Giuseppe, Zazzetta, Sara, Mazzola, Paolo, Szabo, Hajnalka, Bonfanti, Alessandra, Arturi, Franco, Succurro, Elena, Rubino, Mariangela, Serra, Maria Grazia, Bleve, Maria Antonietta, Gasbarrone, Laura, Sajeva, Maria Rosaria, Brucato, Antonio, Ghidoni, Silvia, Fabris, Fabrizio, Bertozzi, Irene, Bogoni, Giulia, Rabuini, Maria Victoria, Cosi, Elisabetta, Manfredini, Roberto, Fabbian, Fabio, Boari, Benedetta, De Giorgi, Alfredo, Tiseo, Ruana, Paolisso, Giuseppe, Rizzo, Maria Rosaria, Borghi, Claudio, Strocchi, Enrico, De Sando, Valeria, Pareo, Ilenia, Sabbà, Carlo, Vella, Francesco Saverio, Suppressa, Patrizia, Agosti, Pasquale, Schilardi, Andrea, Loparco, Francesca, Fenoglio, Luigi, Bracco, Christian, Giraudo, Alessia Valentina, Fargion, Silvia, Periti, Giulia, Porzio, Marianna, Tiraboschi, Slivia, Peyvandi, Flora, Rossio, Raffaella, Ferrari, Barbara, Colombo, Giulia, Monzani, Valter, Savojardo, Valeria, Folli, Christian, Ceriani, Giuliana, Pallini, Giada, Dallegri, Franco, Ottonello, Luciano, Liberale, Luca, Caserza, Lara, Salam, Kassem, Liberato, Nicola Lucio, Tognin, Tiziana, Bianchi, Giovanni Battista, Giaquinto, Sabrina, Purrello, Francesco, Di Pino, Antonino, Piro, Salvatore, Rozzini, Renzo, Falanga, Lina, Spazzini, Elena, Ferrandina, Camillo, Montrucchio, Giuseppe, Petitti, Paolo, Salmi, Raffaella, Gaudenzi, Piergiorgio, Perri, Ludovica, Landolfi, Raffaele, Montalto, Massimo, Mirijello, Antonio, Guasti, Luigina, Castiglioni, Luana, Maresca, Andrea, Squizzato, Alessandro, Molaro, Marta, Grossi, Alessandra, Bertolotti, Marco, Mussi, Chiara, Libbra, Maria Vittoria, Dondi, Giulia, Pellegrini, Elisa, Carulli, Lucia, Colangelo, Lidia, Falbo, Tania, Stanghellini, Vincenzo, De Giorgio, Roberto, Ruggeri, Eugenio, Vecchio, Sara del, Salvi, Andrea, Leonardi, Roberto, Damiani, Giampaolo, Gabrielli, Armando, Capeci, William, Mattioli, Massimo, Martino, Giuseppe Pio, Biondi, Lorenzo, Pettinari, Pietro, Ghio, Riccardo, Col, Anna Dal, Minisola, Salvatore, Colangelo, Luciano, Afeltra, Antonella, Marigliano, Benedetta, Pipita, Maria Elena, Castellino, Pietro, Blanco, Julien, Zanoli, Luca, Pignataro, Samuele, Saracco, Valter, Fogliati, Marisa, Bussolino, Carlo, Mete, Francesca, Gino, Miriam, Cittadini, Antonio, Vigorito, Carlo, Arcopinto, Michele, Salzano, Andrea, Bobbio, Emanuele, Marra, Alberto Maria, Sirico, Domenico, Moreo, Guido, Gasparini, Francesca, Prolo, Silvia, Pina, Gloria, Ballestrero, Alberto, Ferrando, Fabio, Berra, Sergio, Dassi, Simonetta, Nava, Maria Cristina, Graziella, Bruno, Baldassarre, Stefano, Fragapani, Salvatore, Gruden, Gabriella, Galanti, Giorgio, Mascherini, Gabriele, Petri, Cristian, Stefani, Laura, Girino, Margherita, Piccinelli, Valeria, Nasso, Francesco, Gioffrè, Vincenza, Pasquale, Maria, Scattolin, Giuseppe, Martinelli, Sergio, Turrin, Mauro, Sechi, Leonardo, Catena, Cristina, Colussi, Gianluca, Passariello, Nicola, Rinaldi, Luca, Berti, Franco, Famularo, Giuseppe, Patrizia, Tarsitani, Castello, Roberto, Pasino, Michela, Ceda, Gian Paolo, Maggio, Marcello Giuseppe, Morganti, Simonetta, Artoni, Andrea, Del Giacco, Stefano, Firinu, Davide, Losa, Francesca, Paoletti, Giovanni, Montalto, Giuseppe, Licata, Anna, Malerba, Valentina, Antonino, Lasco, Basile, Giorgio, Antonino, Catalano, Malatino, Lorenzo, Stancanelli, Benedetta, Terranova, Valentina, Di Marca, Salvatore, Mecocci, Patrizia, Ruggiero, Carmelinda, Boccardi, Virginia, Meschi, Tiziana, Lauretani, Fulvio, Ticinesi, Andrea, Minuz, Pietro, Fondrieschi, Luigi, Pirisi, Mario, Fra, Gian Paolo, Sola, Daniele, Porta, Massimo, Riva, Piero, Quadri, Roberto, Scanzi, Giorgio, Mengoli, Caterina, Provini, Stella, Ricevuti, Laura, Simeone, Emilio, Scurti, Rosa, Tolloso, Fabio, Tarquini, Roberto, Valoriani, Alice, Dolenti, Silvia, Vannini, Giulia, Tedeschi, Alberto, Trotta, Lucia, Volpi, Riccardo, Bocchi, Pietro, Vignali, Alessandro, Harari, Sergio, Lonati, Chiara, Cattaneo, Mara, and Proietti, Marco

Published
2019
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20. Development and validation of an electronic database-based frailty index to predict mortality and hospitalization in a population-based study of adults with SARS-CoV-2

Author

Rebora, Paola, primary, Scirè, Carlo Alberto, additional, Occhino, Giuseppe, additional, Bortolan, Francesco, additional, Leoni, Olivia, additional, Cideni, Francesco, additional, Zucchelli, Alberto, additional, Focà, Emanuele, additional, Marengoni, Alessandra, additional, Bellelli, Giuseppe, additional, and Valsecchi, Maria Grazia, additional

Published
2023
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21. Living Longer But Frailer? Temporal Trends in Life Expectancy and Frailty in Older Swedish Adults.

Author

Tazzeo, Clare, Rizzuto, Debora, Calderón-Larrañaga, Amaia, Dekhtyar, Serhiy, Zucchelli, Alberto, Xia, Xin, Fratiglioni, Laura, and Vetrano, Davide Liborio

Subjects
LIFE expectancy, FRAILTY, AGE, CONFIDENCE intervals
Abstract

Background This study aims to examine temporal trends in frailty state transitions, and years spent frail, in older Swedish adults. Methods We followed the Swedish National Study on Aging and Care in Kungsholmen participants from baseline (2001–2004) for 15 (median: 9.6) years. A 40-deficit frailty index (FI) was constructed to identify 3 frailty states: robust (FI ≤ 0.125), mild frailty (0.125 < FI ≤   0.25), and moderate and severe frailty (FI  > 0.25). Multistate survival analyses were implemented to obtain hazard ratios (HRs) for frailty state transitions, with birth year and sex as predictors. To examine temporal trends, frailty state-specific life expectancies at age 60 were forecasted for robust persons born in different years (1900, 1910, 1920, 1930, and 1940), also by sex. Results At baseline, the 2 941 participants' mean age was 75 years and 65% were women. Predicted life expectancy and time spent frail from age 60 followed an increasing trend by birth year. Hazards of transitioning from mild frailty to death (HR: 0.89; 95% confidence interval [CI]: 0.83–0.97) and moderate and severe frailty to death (HR: 0.98; 95% CI: 0.97–1.00) were lower for those born later. Women were less likely to transition from robust to mild frailty (HR: 0.81; 95% CI: 0.70–0.93), mild frailty to moderate and severe frailty (HR: 0.80; 95% CI: 0.68–0.93), and moderate and severe frailty to death (HR: 0.68; 95% CI: 0.59–0.78), but spent more time frail. Conclusions Our results point to an expansion of time spent frail among older Swedish adults over time. [ABSTRACT FROM AUTHOR]

Published
2024
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23. Development and validation of an electronic database-based frailty index to predict mortality and hospitalization in a population-based study of adults with SARS-CoV-2

Author

Rebora, P, Scirè, C, Occhino, G, Bortolan, F, Leoni, O, Cideni, F, Zucchelli, A, Focà, E, Marengoni, A, Bellelli, G, Valsecchi, M, Rebora, Paola, Scirè, Carlo Alberto, Occhino, Giuseppe, Bortolan, Francesco, Leoni, Olivia, Cideni, Francesco, Zucchelli, Alberto, Focà, Emanuele, Marengoni, Alessandra, Bellelli, Giuseppe, Valsecchi, Maria Grazia, Rebora, P, Scirè, C, Occhino, G, Bortolan, F, Leoni, O, Cideni, F, Zucchelli, A, Focà, E, Marengoni, A, Bellelli, G, Valsecchi, M, Rebora, Paola, Scirè, Carlo Alberto, Occhino, Giuseppe, Bortolan, Francesco, Leoni, Olivia, Cideni, Francesco, Zucchelli, Alberto, Focà, Emanuele, Marengoni, Alessandra, Bellelli, Giuseppe, and Valsecchi, Maria Grazia

Abstract

Background: Electronic health databases are used to identify people at risk of poor outcomes. Using electronic regional health databases (e-RHD), we aimed to develop and validate a frailty index (FI), compare it with a clinically based FI, and assess its association with health outcomes in community-dwellers with SARS-CoV-2. Methods: Data retrieved from the Lombardy e-RHD were used to develop a 40-item FI (e-RHD-FI) in adults (i.e., aged ≥18 years) with a positive nasopharyngeal swab polymerase chain reaction test for SARS-CoV-2 by May 20, 2021. The considered deficits referred to the health status before SARS-CoV-2. The e-RHD-FI was validated against a clinically based FI (c-FI) obtained from a cohort of people hospitalized with COVID-19 and in-hospital mortality was evaluated. e-RHD-FI performance was evaluated to predict 30-day mortality, hospitalization, and 60-day COVID-19 WHO clinical progression scale, in Regional Health System beneficiaries with SARS-CoV-2. Results: We calculated the e-RHD-FI in 689,197 adults (51.9% females, median age 52 years). On the clinical cohort, e-RHD-FI correlated with c-FI and was significantly associated with in-hospital mortality. In a multivariable Cox model, adjusted for confounders, each 0.1-point increment of e-RHD-FI was associated with increased 30-day mortality (Hazard Ratio, HR 1.45, 99% Confidence Intervals, CI: 1.42–1.47), 30-day hospitalization (HR per 0.1-point increment = 1.47, 99%CI: 1.46–1.49), and WHO clinical progression scale (Odds Ratio = 1.84 of deteriorating by one category, 99%CI 1.80–1.87). Conclusion: The e-RHD-FI can predict 30-day mortality, 30-day hospitalization, and WHO clinical progression scale in a large population of community-dwellers with SARS-CoV-2 test positivity. Our findings support the need to assess frailty with e-RHD.

Published
2023

29. Beyond Chronological Age : A Multidimensional Approach to Survival Prediction in Older Adults

Author

Salignon, Jérôme, Rizzuto, Debora, Calderón-Larrañaga, Amaia, Zucchelli, Alberto, Fratiglioni, Laura, Riedel, Christian G., Vetrano, Davide L., Salignon, Jérôme, Rizzuto, Debora, Calderón-Larrañaga, Amaia, Zucchelli, Alberto, Fratiglioni, Laura, Riedel, Christian G., and Vetrano, Davide L.

Abstract

Background: There is a growing interest in generating precise predictions of survival to improve the assessment of health and life-improving interventions. We aimed to (a) test if observable characteristics may provide a survival prediction independent of chronological age; (b) identify the most relevant predictors of survival; and (c) build a metric of multidimensional age. Methods: Data from 3 095 individuals aged >= 60 from the Swedish National Study on Aging and Care in Kungsholmen. Eighty-three variables covering 5 domains (diseases, risk factors, sociodemographics, functional status, and blood tests) were tested in penalized Cox regressions to predict 18-year mortality. Results: The best prediction of mortality at different follow-ups (area under the receiver operating characteristic curves [AUROCs] 0.878-0.909) was obtained when 15 variables from all 5 domains were tested simultaneously in a penalized Cox regression. Significant prediction improvements were observed when chronological age was included as a covariate for 15- but not for 5- and 10-year survival. When comparing individual domains, we find that a combination of functional characteristics (ie, gait speed, cognition) gave the most accurate prediction, with estimates similar to chronological age for 5- (AUROC 0.836) and 10-year (AUROC 0.830) survival. Finally, we built a multidimensional measure of age by regressing the predicted mortality risk on chronological age, which displayed a stronger correlation with time to death (R = -0.760) than chronological age (R = -0.660) and predicted mortality better than widely used geriatric indices. Conclusions: Combining easily accessible characteristics can help in building highly accurate survival models and multidimensional age metrics with potentially broad geriatric and biomedical applications.

Published
2022
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30. Mechanical Ventilation in COVID-19 Patients: Insights into the Role of Age and Frailty from a Multicentre Observational Study

Author

Ecarnot, F, Rebora, P, Focà, E, Zucchelli, A, Citerio, G, Valsecchi, M, Marengoni, A, Bellelli, G, Ecarnot, Fiona, Rebora, Paola, Focà, Emanuele, Zucchelli, Alberto, Citerio, Giuseppe, Valsecchi, Maria Grazia, Marengoni, Alessandra, Bellelli, Giuseppe, Ecarnot, F, Rebora, P, Focà, E, Zucchelli, A, Citerio, G, Valsecchi, M, Marengoni, A, Bellelli, G, Ecarnot, Fiona, Rebora, Paola, Focà, Emanuele, Zucchelli, Alberto, Citerio, Giuseppe, Valsecchi, Maria Grazia, Marengoni, Alessandra, and Bellelli, Giuseppe

Abstract

In patients with COVID-19, frailty has been shown to better predict outcomes than age alone. We investigated factors associated with mechanical ventilation (MV) during hospitalization for COVID-19 among older adults in a multicentre study during the first two waves in Italy. Using data from the FRACOVID project, we included consecutive patients admitted to the participating centres during the first and second waves. We recorded sociodemographics, comorbidities, time since symptom onset, ventilatory support at admission, and chest X-ray findings. Frailty was assessed using a frailty index (FI). Results are reported as hazard ratios (HR) with 95%CI. 1,344 patients were included; 487 females (36.2%), median age 68 (56; 79) years; 52.4% had hypertension, 10.6% had chronic obstructive pulmonary disease, 15.2% were obese. Median FI was 0.088 (0.03, 0.20), and 67% had bilateral consolidations at admission. Median time since symptom onset was 7 days (4, 10). During hospitalization, 47 patients (3.6%, 95%CI 0.33-13.6%) received MV. Multivariable Cox regression analysis found that the likelihood of intubation decreased with increasing age (HR 0.945 (95%CI 0.921-0.969), p[removed]110bpm (HR 3.429 (95%CI 1.583-7.429), p=0.0018), and need for continuous positive airway pressure (CPAP) at admission (HR 2.626 (95%CI 1.330-5.186), p=0.0054) were significantly associated with a greater likelihood of intubation. Older patients are less likely to receive intubation, while those with heart rate >110 bpm and need for CPAP at admission are more likely to receive MV during hospitalization for COVID-19.

Published
2022

35. Beyond Chronological Age: A Multidimensional Approach to Survival Prediction in Older Adults.

Author

Salignon, Jérôme, Rizzuto, Debora, Calderón-Larrañaga, Amaia, Zucchelli, Alberto, Fratiglioni, Laura, Riedel, Christian G, and Vetrano, Davide L

Subjects
AGE, OLDER people, RECEIVER operating characteristic curves, WALKING speed
Abstract

Background There is a growing interest in generating precise predictions of survival to improve the assessment of health and life-improving interventions. We aimed to (a) test if observable characteristics may provide a survival prediction independent of chronological age; (b) identify the most relevant predictors of survival; and (c) build a metric of multidimensional age. Methods Data from 3 095 individuals aged ≥60 from the Swedish National Study on Aging and Care in Kungsholmen. Eighty-three variables covering 5 domains (diseases, risk factors, sociodemographics, functional status, and blood tests) were tested in penalized Cox regressions to predict 18-year mortality. Results The best prediction of mortality at different follow-ups (area under the receiver operating characteristic curves [AUROCs] 0.878–0.909) was obtained when 15 variables from all 5 domains were tested simultaneously in a penalized Cox regression. Significant prediction improvements were observed when chronological age was included as a covariate for 15- but not for 5- and 10-year survival. When comparing individual domains, we find that a combination of functional characteristics (ie, gait speed, cognition) gave the most accurate prediction, with estimates similar to chronological age for 5- (AUROC 0.836) and 10-year (AUROC 0.830) survival. Finally, we built a multidimensional measure of age by regressing the predicted mortality risk on chronological age, which displayed a stronger correlation with time to death (R = −0.760) than chronological age (R = −0.660) and predicted mortality better than widely used geriatric indices. Conclusions Combining easily accessible characteristics can help in building highly accurate survival models and multidimensional age metrics with potentially broad geriatric and biomedical applications. [ABSTRACT FROM AUTHOR]

Published
2023
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36. Polypharmacy in older people: lessons from 10 years of experience with the REPOSI register

Author

Mannucci, Pier Mannuccio, Nobili, Alessandro, Pasina, Luca, Tettamanti, Mauro, Franchi, Carlotta, Corrao, Salvatore, Marengoni, Alessandra, Salerno, Francesco, Cesari, Matteo, Perticone, Francesco, Licata, Giuseppe, Violi, Francesco, Corazza, Gino Roberto, Cortesi, Laura, Ardoino, Ilaria, Prisco, Domenico, Silvestri, Elena, Cenci, Caterina, Emmi, Giacomo, Biolo, Gianni, Zanetti, Michela, Guadagni, Martina, Zaccari, Michele, Vanoli, Massimo, Grignani, Giulia, Pulixi, Edoardo Alessandro, Bernardi, Mauro, Bassi, Silvia Li, Santi, Luca, Zaccherini, Giacomo, Mannarino, Elmo, Lupattelli, Graziana, Bianconi, Vanessa, Paciullo, Francesco, Nuti, Ranuccio, Valenti, Roberto, Ruvio, Martina, Cappelli, Silvia, Palazzuoli, Alberto, Olivieri, Oliviero, Girelli, Domenico, Matteazzi, Thomas, Barbagallo, Mario, Dominguez, Ligia, Cocita, Floriana, Beneduce, Vincenza, Plances, Lidia, Zoli, Marco, Lazzari, Ilaria, Brunori, Mattia, Pasini, Franco Laghi, Capecchi, Pier Leopoldo, Palasciano, Giuseppe, Modeo, Maria Ester, Di Gennaro, Carla, Cappellini, Maria Domenica, Maira, Diletta, Di Stefano, Valeria, Fabio, Giovanna, Seghezzi, Sonia, Mancarella, Marta, Rossi, Paolo Dionigi, Damanti, Sarah, Clerici, Marta, Conti, Federica, Miceli, Emanuela, Lenti, Marco Vincenzo, Pisati, Martina, Dominioni, Costanza Caccia, Murialdo, Giovanni, Marra, Alessio, Cattaneo, Federico, Secchi, Maria Beatrice, Ghelfi, Davide, Anastasio, Luigi, Sofia, Lucia, Carbone, Maria, Cipollone, Francesco, Guagnano, Maria Teresa, Angelucci, Ermanno, Valeriani, Emanuele, Mancuso, Gerardo, Calipari, Daniela, Bartone, Mosè, Delitala, Giuseppe, Berria, Maria, Muscaritoli, Maurizio, Molfino, Alessio, Petrillo, Enrico, Zuccalà, Giuseppe, D’Aurizio, Gabriella, Romanelli, Giuseppe, Zucchelli, Alberto, Picardi, Antonio, Gentilucci, Umberto Vespasiani, Gallo, Paolo, Dell’Unto, Chiara, Annoni, Giorgio, Corsi, Maurizio, Bellelli, Giuseppe, Zazzetta, Sara, Mazzola, Paolo, Szabo, Hajnalka, Bonfanti, Alessandra, Arturi, Franco, Succurro, Elena, Rubino, Mariangela, Serra, Maria Grazia, Bleve, Maria Antonietta, Gasbarrone, Laura, Sajeva, Maria Rosaria, Brucato, Antonio, Ghidoni, Silvia, Fabris, Fabrizio, Bertozzi, Irene, Bogoni, Giulia, Rabuini, Maria Victoria, Cosi, Elisabetta, Manfredini, Roberto, Fabbian, Fabio, Boari, Benedetta, De Giorgi, Alfredo, Tiseo, Ruana, Paolisso, Giuseppe, Rizzo, Maria Rosaria, Borghi, Claudio, Strocchi, Enrico, De Sando, Valeria, Pareo, Ilenia, Sabbà, Carlo, Vella, Francesco Saverio, Suppressa, Patrizia, Agosti, Pasquale, Schilardi, Andrea, Loparco, Francesca, Fenoglio, Luigi, Bracco, Christian, Giraudo, Alessia Valentina, Fargion, Silvia, Periti, Giulia, Porzio, Marianna, Tiraboschi, Slivia, Peyvandi, Flora, Rossio, Raffaella, Ferrari, Barbara, Colombo, Giulia, Monzani, Valter, Savojardo, Valeria, Folli, Christian, Ceriani, Giuliana, Pallini, Giada, Dallegri, Franco, Ottonello, Luciano, Liberale, Luca, Caserza, Lara, Salam, Kassem, Liberato, Nicola Lucio, Tognin, Tiziana, Bianchi, Giovanni Battista, Giaquinto, Sabrina, Purrello, Francesco, Di Pino, Antonino, Piro, Salvatore, Rozzini, Renzo, Falanga, Lina, Spazzini, Elena, Ferrandina, Camillo, Montrucchio, Giuseppe, Petitti, Paolo, Salmi, Raffaella, Gaudenzi, Piergiorgio, Perri, Ludovica, Landolfi, Raffaele, Montalto, Massimo, Mirijello, Antonio, Guasti, Luigina, Castiglioni, Luana, Maresca, Andrea, Squizzato, Alessandro, Molaro, Marta, Grossi, Alessandra, Bertolotti, Marco, Mussi, Chiara, Libbra, Maria Vittoria, Dondi, Giulia, Pellegrini, Elisa, Carulli, Lucia, COLANGELO, LIDIA, Falbo, Tania, Stanghellini, Vincenzo, De Giorgio, Roberto, Ruggeri, Eugenio, del Vecchio, Sara, Salvi, Andrea, LEONARDI, ROBERTO, Damiani, Giampaolo, Gabrielli, Armando, Capeci, William, Mattioli, Massimo, Martino, Giuseppe Pio, Biondi, Lorenzo, Pettinari, Pietro, Ghio, Riccardo, Col, Anna Dal, Minisola, Salvatore, Colangelo, Luciano, Afeltra, Antonella, Marigliano, Benedetta, Pipita, Maria Elena, Castellino, Pietro, Blanco, Julien, Zanoli, Luca, Pignataro, Samuele, Saracco, Valter, Fogliati, Marisa, Bussolino, Carlo, Mete, Francesca, Gino, Miriam, Cittadini, Antonio, Vigorito, Carlo, Arcopinto, Michele, Salzano, Andrea, Bobbio, Emanuele, Marra, Alberto Maria, Sirico, Domenico, Moreo, Guido, Gasparini, Francesca, Prolo, Silvia, Pina, Gloria, Ballestrero, Alberto, Ferrando, Fabio, Berra, Sergio, Dassi, Simonetta, Nava, Maria Cristina, Graziella, Bruno, Baldassarre, Stefano, Fragapani, Salvatore, Gruden, Gabriella, Galanti, Giorgio, Mascherini, Gabriele, Petri, Cristian, Stefani, Laura, Girino, Margherita, Piccinelli, Valeria, Nasso, Francesco, Gioffrè, Vincenza, DI PASQUALE, MARIA GRAZIA, Scattolin, Giuseppe, Martinelli, Sergio, Turrin, Mauro, Sechi, Leonardo, Catena, Cristina, Colussi, Gianluca, Passariello, Nicola, Rinaldi, Luca, Berti, Franco, Famularo, Giuseppe, Patrizia, Tarsitani, Castello, Roberto, Pasino, Michela, Ceda, Gian Paolo, Maggio, Marcello Giuseppe, Morganti, Simonetta, Artoni, Andrea, Del Giacco, Stefano, Firinu, Davide, Losa, Francesca, Paoletti, Giovanni, Montalto, Giuseppe, Licata, Anna, Malerba, Valentina, Antonino, Lasco, Basile, Giorgio, Antonino, Catalano, Malatino, Lorenzo, Stancanelli, Benedetta, Terranova, Valentina, Di Marca, Salvatore, Mecocci, Patrizia, Ruggiero, Carmelinda, Boccardi, Virginia, Meschi, Tiziana, Lauretani, Fulvio, Ticinesi, Andrea, Minuz, Pietro, Fondrieschi, Luigi, Pirisi, Mario, Fra, Gian Paolo, Sola, Daniele, Porta, Massimo, Riva, Piero, Quadri, Roberto, Scanzi, Giorgio, Mengoli, Caterina, Provini, Stella, Ricevuti, Laura, Simeone, Emilio, Scurti, Rosa, Tolloso, Fabio, Tarquini, Roberto, Valoriani, Alice, Dolenti, Silvia, Vannini, Giulia, Tedeschi, Alberto, Trotta, Lucia, Volpi, Riccardo, Bocchi, Pietro, Vignali, Alessandro, Harari, Sergio, Lonati, Chiara, Cattaneo, Mara, Nieves, Ramirez Duque, Alberto, Muela Molinero, Pedro, Abad Requejo, Vanessa, Lopez Pelaez, Lara, Tamargo, Xavier, Corbella Viros, Francesc, Formiga, Jesus, Diez Manglano, Esperanza, Bejarano Tello, Esther, Del Corral Behamonte, Maria, Sevil Puras, Romero, Manuel, Blanca, Pinilla Llorente, Cristina, Lopez Gonzalez-Cobos, Victoria, Villalba Garcia M., Saez, Lopez, Bosco, Juan, Susana, Sanz Baena, Marta, Arroyo Gallego, Concepcion, Gonzalez Becerra, Antonio, Fernandez Moyano, Hernandez, Mercedes Gomez, Borrego, Manuel Poyato, Raquel, Pacheco Cuadros, Florencia, Perez Rojas, Beatriz, Garcia Olid, Sara, Carrascosa Garcia, Alfonso, Gonzalez-Cruz Cervellera, Marta, Peinado Martinez, Garcia, Sara Carrascosa, Alberto, Ruiz Cantero, Antonio, Albarracín Arraigosa, Montserrat, Godoy Guerrero, Ángel, Barón Ramos Miguel, Manuel, Machin Jose, Ignacio, Novo Veleiro, Lucía, Alvela Suarez, Alfonso, Lopez, David, Rubal Bran, Iria, Iñiguez Vazquez, Monica, Rios Prego, Mannucci, Pier Mannuccio, Nobili, Alessandro, Pasina, Luca, Tettamanti, Mauro, Franchi, Carlotta, Corrao, Salvatore, Marengoni, Alessandra, Salerno, Francesco, Cesari, Matteo, Perticone, Francesco, Licata, Giuseppe, Violi, Francesco, Corazza, Gino Roberto, Cortesi, Laura, Ardoino, Ilaria, Prisco, Domenico, Silvestri, Elena, Cenci, Caterina, Emmi, Giacomo, Biolo, Gianni, Zanetti, Michela, Guadagni, Martina, Zaccari, Michele, Vanoli, Massimo, Grignani, Giulia, Pulixi, Edoardo Alessandro, Bernardi, Mauro, Bassi, Silvia Li, Santi, Luca, Zaccherini, Giacomo, Mannarino, Elmo, Lupattelli, Graziana, Bianconi, Vanessa, Paciullo, Francesco, Nuti, Ranuccio, Valenti, Roberto, Ruvio, Martina, Cappelli, Silvia, Palazzuoli, Alberto, Olivieri, Oliviero, Girelli, Domenico, Matteazzi, Thoma, Barbagallo, Mario, Dominguez, Ligia, Cocita, Floriana, Beneduce, Vincenza, Plances, Lidia, Zoli, Marco, Lazzari, Ilaria, Brunori, Mattia, Pasini, Franco Laghi, Capecchi, Pier Leopoldo, Palasciano, Giuseppe, Modeo, Maria Ester, Di Gennaro, Carla, Cappellini, Maria Domenica, Maira, Diletta, Di Stefano, Valeria, Fabio, Giovanna, Seghezzi, Sonia, Mancarella, Marta, Rossi, Paolo Dionigi, Damanti, Sarah, Clerici, Marta, Conti, Federica, Miceli, Emanuela, Lenti, Marco Vincenzo, Pisati, Martina, Dominioni, Costanza Caccia, Murialdo, Giovanni, Marra, Alessio, Cattaneo, Federico, Secchi, Maria Beatrice, Ghelfi, Davide, Anastasio, Luigi, Sofia, Lucia, Carbone, Maria, Cipollone, Francesco, Guagnano, Maria Teresa, Angelucci, Ermanno, Valeriani, Emanuele, Mancuso, Gerardo, Calipari, Daniela, Bartone, Mosè, Delitala, Giuseppe, Berria, Maria, Muscaritoli, Maurizio, Molfino, Alessio, Petrillo, Enrico, Zuccalà, Giuseppe, D’Aurizio, Gabriella, Romanelli, Giuseppe, Zucchelli, Alberto, Picardi, Antonio, Gentilucci, Umberto Vespasiani, Gallo, Paolo, Dell’Unto, Chiara, Annoni, Giorgio, Corsi, Maurizio, Bellelli, Giuseppe, Zazzetta, Sara, Mazzola, Paolo, Szabo, Hajnalka, Bonfanti, Alessandra, Arturi, Franco, Succurro, Elena, Rubino, Mariangela, Serra, Maria Grazia, Bleve, Maria Antonietta, Gasbarrone, Laura, Sajeva, Maria Rosaria, Brucato, Antonio, Ghidoni, Silvia, Fabris, Fabrizio, Bertozzi, Irene, Bogoni, Giulia, Rabuini, Maria Victoria, Cosi, Elisabetta, Manfredini, Roberto, Fabbian, Fabio, Boari, Benedetta, De Giorgi, Alfredo, Tiseo, Ruana, Paolisso, Giuseppe, Rizzo, Maria Rosaria, Borghi, Claudio, Strocchi, Enrico, De Sando, Valeria, Pareo, Ilenia, Sabbà, Carlo, Vella, Francesco Saverio, Suppressa, Patrizia, Agosti, Pasquale, Schilardi, Andrea, Loparco, Francesca, Fenoglio, Luigi, Bracco, Christian, Giraudo, Alessia Valentina, Fargion, Silvia, Periti, Giulia, Porzio, Marianna, Tiraboschi, Slivia, Peyvandi, Flora, Rossio, Raffaella, Ferrari, Barbara, Colombo, Giulia, Monzani, Valter, Savojardo, Valeria, Folli, Christian, Ceriani, Giuliana, Pallini, Giada, Dallegri, Franco, Ottonello, Luciano, Liberale, Luca, Caserza, Lara, Salam, Kassem, Liberato, Nicola Lucio, Tognin, Tiziana, Bianchi, Giovanni Battista, Giaquinto, Sabrina, Purrello, Francesco, Di Pino, Antonino, Piro, Salvatore, Rozzini, Renzo, Falanga, Lina, Spazzini, Elena, Ferrandina, Camillo, Montrucchio, Giuseppe, Petitti, Paolo, Salmi, Raffaella, Gaudenzi, Piergiorgio, Perri, Ludovica, Landolfi, Raffaele, Montalto, Massimo, Mirijello, Antonio, Guasti, Luigina, Castiglioni, Luana, Maresca, Andrea, Squizzato, Alessandro, Molaro, Marta, Grossi, Alessandra, Bertolotti, Marco, Mussi, Chiara, Libbra, Maria Vittoria, Dondi, Giulia, Pellegrini, Elisa, Carulli, Lucia, Colangelo, Lidia, Falbo, Tania, Stanghellini, Vincenzo, De Giorgio, Roberto, Ruggeri, Eugenio, del Vecchio, Sara, Salvi, Andrea, Leonardi, Roberto, Damiani, Giampaolo, Gabrielli, Armando, Capeci, William, Mattioli, Massimo, Martino, Giuseppe Pio, Biondi, Lorenzo, Pettinari, Pietro, Ghio, Riccardo, Col, Anna Dal, Minisola, Salvatore, Colangelo, Luciano, Afeltra, Antonella, Marigliano, Benedetta, Pipita, Maria Elena, Castellino, Pietro, Blanco, Julien, Zanoli, Luca, Pignataro, Samuele, Saracco, Valter, Fogliati, Marisa, Bussolino, Carlo, Mete, Francesca, Gino, Miriam, Cittadini, Antonio, Vigorito, Carlo, Arcopinto, Michele, Salzano, Andrea, Bobbio, Emanuele, Marra, Alberto Maria, Sirico, Domenico, Moreo, Guido, Gasparini, Francesca, Prolo, Silvia, Pina, Gloria, Ballestrero, Alberto, Ferrando, Fabio, Berra, Sergio, Dassi, Simonetta, Nava, Maria Cristina, Graziella, Bruno, Baldassarre, Stefano, Fragapani, Salvatore, Gruden, Gabriella, Galanti, Giorgio, Mascherini, Gabriele, Petri, Cristian, Stefani, Laura, Girino, Margherita, Piccinelli, Valeria, Nasso, Francesco, Gioffrè, Vincenza, Pasquale, Maria, Scattolin, Giuseppe, Martinelli, Sergio, Turrin, Mauro, Sechi, Leonardo, Catena, Cristina, Colussi, Gianluca, Passariello, Nicola, Rinaldi, Luca, Berti, Franco, Famularo, Giuseppe, Patrizia, Tarsitani, Castello, Roberto, Pasino, Michela, Ceda, Gian Paolo, Maggio, Marcello Giuseppe, Morganti, Simonetta, Artoni, Andrea, Del Giacco, Stefano, Firinu, Davide, Losa, Francesca, Paoletti, Giovanni, Montalto, Giuseppe, Licata, Anna, Malerba, Valentina, Antonino, Lasco, Basile, Giorgio, Antonino, Catalano, Malatino, Lorenzo, Stancanelli, Benedetta, Terranova, Valentina, Di Marca, Salvatore, Mecocci, Patrizia, Ruggiero, Carmelinda, Boccardi, Virginia, Meschi, Tiziana, Lauretani, Fulvio, Ticinesi, Andrea, Minuz, Pietro, Fondrieschi, Luigi, Pirisi, Mario, Fra, Gian Paolo, Sola, Daniele, Porta, Massimo, Riva, Piero, Quadri, Roberto, Scanzi, Giorgio, Mengoli, Caterina, Provini, Stella, Ricevuti, Laura, Simeone, Emilio, Scurti, Rosa, Tolloso, Fabio, Tarquini, Roberto, Valoriani, Alice, Dolenti, Silvia, Vannini, Giulia, Tedeschi, Alberto, Trotta, Lucia, Volpi, Riccardo, Bocchi, Pietro, Vignali, Alessandro, Harari, Sergio, Lonati, Chiara, Cattaneo, Mara, Nieves, Ramirez Duque, Alberto, Muela Molinero, Pedro, Abad Requejo, Vanessa, Lopez Pelaez, Lara, Tamargo, Xavier, Corbella Viro, Francesc, Formiga, Jesus, Diez Manglano, Esperanza, Bejarano Tello, Esther, Del Corral Behamonte, Maria, Sevil Pura, Romero, Manuel, Blanca, Pinilla Llorente, Cristina, Lopez Gonzalez-Cobo, Victoria, Villalba Garcia M., Saez, Lopez, Bosco, Juan, Susana, Sanz Baena, Marta, Arroyo Gallego, Concepcion, Gonzalez Becerra, Antonio, Fernandez Moyano, Hernandez, Mercedes Gomez, Borrego, Manuel Poyato, Raquel, Pacheco Cuadro, Florencia, Perez Roja, Beatriz, Garcia Olid, Sara, Carrascosa Garcia, Alfonso, Gonzalez-Cruz Cervellera, Marta, Peinado Martinez, Garcia, Sara Carrascosa, Alberto, Ruiz Cantero, Antonio, Albarracín Arraigosa, Montserrat, Godoy Guerrero, Ángel, Barón Ramos Miguel, Manuel, Machin Jose, Ignacio, Novo Veleiro, Lucía, Alvela Suarez, Alfonso, Lopez, David, Rubal Bran, Iria, Iñiguez Vazquez, Monica, Rios Prego, Pier Mannuccio Mannucci, Alessandro Nobili, Luca Pasina, REPOSI Collaborators [.., Gino Roberto Corazza, Elena Silvestri, Mauro Bernardi, Silvia Li Bassi, Luca Santi, Giacomo Zaccherini, Marco Zoli, Ilaria Lazzari, Mattia Brunori, Claudio Borghi, Enrico Strocchi, Valeria De Sando, Ilenia Pareo, Vincenzo Stanghellini, Roberto De Giorgio, Eugenio Ruggeri, Sara del Vecchio, ], Mannucci, P, Nobili, A, Pasina, L, Dominguez Rodriguez, L, Barbagallo, M, Licata, A, Tettamanti, M, Franchi, C, Corrao, S, Marengoni, A, Salerno, F, Cesari, M, Perticone, F, Licata, G, Violi, F, Corazza, G, Cortesi, L, Ardoino, I, Prisco, D, Silvestri, E, Cenci, C, Emmi, G, Biolo, G, Zanetti, M, Guadagni, M, Zaccari, M, Vanoli, M, Grignani, G, Pulixi, E, Bernardi, M, Bassi, S, Santi, L, Zaccherini, G, Mannarino, E, Lupattelli, G, Bianconi, V, Paciullo, F, Nuti, R, Valenti, R, Ruvio, M, Cappelli, S, Palazzuoli, A, Olivieri, O, Girelli, D, Matteazzi, T, Dominguez, L, Cocita, F, Beneduce, V, Plances, L, Zoli, M, Lazzari, I, Brunori, M, Pasini, F, Capecchi, P, Palasciano, G, Modeo, M, di Gennaro, C, Cappellini, M, Maira, D, di Stefano, V, Fabio, G, Seghezzi, S, Mancarella, M, Rossi, P, Damanti, S, Clerici, M, Conti, F, Miceli, E, Lenti, M, Pisati, M, Dominioni, C, Murialdo, G, Marra, A, Cattaneo, F, Secchi, M, Ghelfi, D, Anastasio, L, Sofia, L, Carbone, M, Cipollone, F, Guagnano, M, Angelucci, E, Valeriani, E, Mancuso, G, Calipari, D, Bartone, M, Delitala, G, Berria, M, Muscaritoli, M, Molfino, A, Petrillo, E, Zuccala, G, D'Aurizio, G, Romanelli, G, Zucchelli, A, Picardi, A, Gentilucci, U, Gallo, P, Dell'Unto, C, Annoni, G, Corsi, M, Bellelli, G, Zazzetta, S, Mazzola, P, Szabo, H, Bonfanti, A, Arturi, F, Succurro, E, Rubino, M, Serra, M, Bleve, M, Gasbarrone, L, Sajeva, M, Brucato, A, Ghidoni, S, Fabris, F, Bertozzi, I, Bogoni, G, Rabuini, M, Cosi, E, Manfredini, R, Fabbian, F, Boari, B, de Giorgi, A, Tiseo, R, Paolisso, G, Rizzo, M, Borghi, C, Strocchi, E, de Sando, V, Pareo, I, Sabba, C, Vella, F, Suppressa, P, Agosti, P, Schilardi, A, Loparco, F, Fenoglio, L, Bracco, C, Giraudo, A, Fargion, S, Periti, G, Porzio, M, Tiraboschi, S, Peyvandi, F, Rossio, R, Ferrari, B, Colombo, G, Monzani, V, Savojardo, V, Folli, C, Ceriani, G, Pallini, G, Dallegri, F, Ottonello, L, Liberale, L, Caserza, L, Salam, K, Liberato, N, Tognin, T, Bianchi, G, Giaquinto, S, Purrello, F, di Pino, A, Piro, S, Rozzini, R, Falanga, L, Spazzini, E, Ferrandina, C, Montrucchio, G, Petitti, P, Salmi, R, Gaudenzi, P, Perri, L, Landolfi, R, Montalto, M, Mirijello, A, Guasti, L, Castiglioni, L, Maresca, A, Squizzato, A, Molaro, M, Grossi, A, Bertolotti, M, Mussi, C, Libbra, M, Dondi, G, Pellegrini, E, Carulli, L, Colangelo, L, Falbo, T, Stanghellini, V, De Giorgio, R, Ruggeri, E, del Vecchio, S, Salvi, A, Leonardi, R, Damiani, G, Gabrielli, A, Capeci, W, Mattioli, M, Martino, G, Biondi, L, Pettinari, P, Ghio, R, Col, A, Minisola, S, Afeltra, A, Marigliano, B, Pipita, M, Castellino, P, Blanco, J, Zanoli, L, Pignataro, S, Saracco, V, Fogliati, M, Bussolino, C, Mete, F, Gino, M, Cittadini, A, Vigorito, C, Arcopinto, M, Salzano, A, Bobbio, E, Sirico, D, Moreo, G, Gasparini, F, Prolo, S, Pina, G, Ballestrero, A, Ferrando, F, Berra, S, Dassi, S, Nava, M, Graziella, B, Baldassarre, S, Fragapani, S, Gruden, G, Galanti, G, Mascherini, G, Petri, C, Stefani, L, Girino, M, Piccinelli, V, Nasso, F, Gioffre, V, Pasquale, M, Scattolin, G, Martinelli, S, Turrin, M, Sechi, L, Catena, C, Colussi, G, Passariello, N, Rinaldi, L, Berti, F, Famularo, G, Patrizia, T, Castello, R, Pasino, M, Ceda, G, Maggio, M, Morganti, S, Artoni, A, Giacco, S, Firinu, D, Losa, F, Paoletti, G, Montalto, G, Malerba, V, Antonino, L, Basile, G, Antonino, C, Malatino, L, Stancanelli, B, Terranova, V, di Marca, S, Mecocci, P, Ruggiero, C, Boccardi, V, Meschi, T, Lauretani, F, Ticinesi, A, Minuz, P, Fondrieschi, L, Pirisi, M, Fra, G, Sola, D, Porta, M, Riva, P, Quadri, R, Scanzi, G, Mengoli, C, Provini, S, Ricevuti, L, Simeone, E, Scurti, R, Tolloso, F, Tarquini, R, Valoriani, A, Dolenti, S, Vannini, G, Tedeschi, A, Trotta, L, Volpi, R, Bocchi, P, Vignali, A, Harari, S, Lonati, C, Cattaneo, M, Nieves, R, Alberto, M, Pedro, A, Vanessa, L, Lara, T, Xavier, C, Francesc, F, Jesus, D, Esperanza, B, Esther, D, Maria, S, Romero, M, Blanca, P, Cristina, L, Victoria, V, Saez, L, Bosco, J, Susana, S, Marta, A, Concepcion, G, Antonio, F, Hernandez, M, Borrego, M, Raquel, P, Florencia, P, Beatriz, G, Sara, C, Alfonso, G, Marta, P, Garcia, S, Alberto, R, Antonio, A, Montserrat, G, Angel, B, Manuel, M, Ignacio, N, Lucia, A, Alfonso, L, David, R, Iria, I, Monica, R, DI PASQUALE, MARIA GRAZIA, di Gennaro, Carla, di Stefano, Valeria, de Giorgi, Alfredo, de Sando, Valeria, di Pino, Antonino, Giacco, Stefano Del, and di Marca, Salvatore

Subjects
Male, medicine.medical_specialty, Population ageing, Deprescribing, Inappropriate prescription, Medication reconciliation, Multimorbidity, Polypharmacy, Population, Socio-culturale, 030204 cardiovascular system & hematology, 03 medical and health sciences, 0302 clinical medicine, Risk Factors, 80 and over, Internal Medicine, Emergency Medicine, medicine, Deprescribing, Inappropriate prescription, Medication reconciliation, Multimorbidity, Polypharmacy, Humans, Registries, 030212 general & internal medicine, Medical prescription, Adverse effect, education, Aged, Aged, 80 and over, Geriatrics, education.field_of_study, business.industry, Patient Discharge, Hospitalization, Female, Italy, Family medicine, business
Abstract

As a consequence of population aging, we have witnessed in internal medicine hospital wards a progressive shift from a population of in-patients relatively young and mainly affected by a single ailment to one of ever older and more and more complex patients with multiple chronic diseases, followed as out-patients by many different specialists with poor integration andinevitably treated with multiple medications. Polypharmacy (defined as the chronic intake of five or more drugs) is associated with increased risks of drug-drug interactions and related adverse effects, prescription and intake errors, poor compliance, re-hospitalization and mortality. With this background, the Italian Society of Internal Medicine chose to start in 2008 a prospective register called REPOSI (REgistro POliterapie SIMI, Società Italiana di Medicina Interna) in internal medicine and geriatric hospital wards. The country wide register is an ongoing observatory on multimorbidity and polypharmacy in the oldest old, with the goal to improve prescription appropriateness and, thus to avoid potentially inappropriate medications. The main findings of the register, that has accrued so far, 7005 older patients throughout a 10year period, are summarized herewith, with special emphasis on the main patterns of poor prescription appropriateness and related risks of adverse events.

Published
2018

38. Comorbidity status of deceased COVID-19 in-patients in Italy

Author

Vetrano, Davide L., Tazzeo, Clare, Palmieri, Luigi, Marengoni, Alessandra, Zucchelli, Alberto, Lo Noce, Cinzia, Onder, Graziano, Vetrano, Davide L., Tazzeo, Clare, Palmieri, Luigi, Marengoni, Alessandra, Zucchelli, Alberto, Lo Noce, Cinzia, and Onder, Graziano

Abstract

Background Most COVID-19-related deaths have occurred in older persons with comorbidities. Specific patterns of comorbidities related to COVID-19 deaths have not been investigated. Methods A random sample of 6085 individuals in Italy who died in-hospital with confirmed COVID-19 between February and December 2020 were included. Observed to expected (O/E) ratios of disease pairs were computed and logistic regression models were used to determine the association between disease pairs with O/E values ≥ 1.5. Results Six pairs of diseases exhibited O/E values ≥ 1.5 and statistically significant higher odds of co-occurrence in the crude and adjusted analyses: (1) ischemic heart disease and atrial fibrillation, (2) atrial fibrillation and heart failure, (3) atrial fibrillation and stroke, (4) heart failure and COPD, (5) stroke and dementia, and (6) type 2 diabetes and obesity. Conclusion In those deceased in-hospital due to COVID-19 in Italy, disease combinations defined by multiple cardio-respiratory, metabolic, and neuropsychiatric diseases occur more frequently than expected. This finding indicates a need to investigate the possible role of these clinical profiles in the chain of events that lead to death in individuals who have contracted SARS-CoV-2.

Published
2021
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39. Multimorbidity burden and dementia risk in older adults : The role of inflammation and genetics

Author

Grande, Giulia, Marengoni, Alessandra, Vetrano, Davide L., Roso-Llorach, Albert, Rizzuto, Debora, Zucchelli, Alberto, Qiu, Chengxuan, Fratiglioni, Laura, Calderón-Larrañaga, Amaia, Grande, Giulia, Marengoni, Alessandra, Vetrano, Davide L., Roso-Llorach, Albert, Rizzuto, Debora, Zucchelli, Alberto, Qiu, Chengxuan, Fratiglioni, Laura, and Calderón-Larrañaga, Amaia

Abstract

Introduction: We investigate dementia risk in older adults with different disease patterns and explore the role of inflammation and apolipoprotein E (APOE) genotype. Methods: A total of 2,478 dementia-free participants with two or more chronic diseases (ie, multimorbidity) part of the Swedish National study on Aging and Care in Kungsholmen (SNAC-K) were grouped according to their multimorbidity patterns and followed to detect clinical dementia. The potential modifier effect of C-reactive protein (CRP) and apolipoprotein E (APOE) genotype was tested through stratified analyses. Results: People with neuropsychiatric, cardiovascular, and sensory impairment/cancer multimorbidity had increased hazards for dementia compared to the unspecific (Hazard ration (HR) 1.66, 95% confidence interval [CI] 1.13-2.42; 1.61, 95% CI 1.17-2.29; 1.32, 95% CI 1.10-1.71, respectively). Despite the lack of statistically significant interaction, high CRP increased dementia risk within these patterns, and being APOE epsilon 4 carriers heightened dementia risk for neuropsychiatric and cardiovascular multimorbidity. Discussion: Individuals with neuropsychiatric, cardiovascular, and sensory impairment/cancer patterns are at increased risk for dementia and APOE epsilon 4, and inflammation may further increase the risk. Identifying such high-risk groups might allow tailored interventions for dementia prevention.

Published
2021
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40. Beyond Chronological Age : Frailty and Multimorbidity Predict In-Hospital Mortality in Patients With Coronavirus Disease 2019

Author

Marengoni, Alessandra, Zucchelli, Alberto, Vetrano, Davide Liborio, Armellini, Andrea, Botteri, Emanuele, Nicosia, Franco, Romanelli, Giuseppe, Beindorf, Eva Andrea, Giansiracusa, Paola, Garrafa, Emirena, Ferrucci, Luigi, Fratiglioni, Laura, Bernabei, Roberto, Onder, Graziano, Marengoni, Alessandra, Zucchelli, Alberto, Vetrano, Davide Liborio, Armellini, Andrea, Botteri, Emanuele, Nicosia, Franco, Romanelli, Giuseppe, Beindorf, Eva Andrea, Giansiracusa, Paola, Garrafa, Emirena, Ferrucci, Luigi, Fratiglioni, Laura, Bernabei, Roberto, and Onder, Graziano

Abstract

Background: We evaluated whether frailty and multimorbidity predict in-hospital mortality in patients with COVID-19 beyond chronological age. Method: A total of 165 patients admitted from March 8th to April 17th, 2020, with COVID-19 in an acute geriatric ward in Italy were included. Predisease frailty was assessed with the Clinical Frailty Scale (CFS). Multimorbidity was defined as the co-occurrence of >= 2 diseases in the same patient. The hazard ratio (HR) of in-hospital mortality as a function of CFS score and number of chronic diseases in the whole population and in those aged 70+ years were calculated. Results: Among the 165 patients, 112 were discharged, 11 were transferred to intensive care units, and 42 died. Patients who died were older (81.0 vs 65.2 years, p < .001), more frequently multimorbid (97.6 vs 52.8%; p < .001), and more likely frail (37.5 vs 4.1%; p < .001). Less than 2.0% of patients without multimorbidity and frailty, 28% of those with multimorbidity only, and 75% of those with both multimorbidity and frailty died. Each unitary increment in the CFS was associated with a higher risk of in-hospital death in the whole sample (HR = 1.3; 95% CI = 1.05-1.62) and in patients aged 70+ years (HR = 1.29; 95% CI = 1.04-1.62), whereas the number of chronic diseases was not significantly associated with higher risk of death. The CFS addition to age and sex increased mortality prediction by 9.4% in those aged 70+ years. Conclusions: Frailty identifies patients with COVID-19 at risk of in-hospital death independently of age. Multimorbidity contributes to prognosis because of the very low probability of death in its absence.

Published
2021
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41. Pattern of comorbidities and 1-year mortality in elderly patients with COPD hospitalized in internal medicine wards: data from the RePoSI Registry

Author

Argano, Christiano, Scichilone, Nicola, Natoli, Giuseppe, Nobili, Alessandro, Corazza, Gino Roberto, Mannucci, Pier Mannuccio, Perticone, Francesco, Corrao, Salvatore, Pietrangelo, Antonello, Licata, Giuseppe, Violi, Francesco, Marengoni, Alessandra, Salerno, Francesco, Cesari, Matteo, Tettamanti, Mauro, Pasina, Luca, Franchi, Carlotta, Miglio, Gabriella, Cortesi, Laura, Ardoino, Ilaria, Novella, Alessio, Prisco, Domenico, Silvestri, Elena, Emmi, Giacomo, Bettiol, Alessandra, Caterina, Cenci, Biolo, Gianni, Zanetti, Michela, Guadagni, Martina, Zaccari, Michele, Chiuch, Massimiliano, Vanoli, Massimo, Grignani, Giulia, Pulixi, Edoardo Alessandro, Bernardi, Mauro, Bassi, Silvia Li, Santi, Luca, Zaccherini, Giacomo, Lupattelli, Graziana, Mannarino, Elmo, Bianconi, Vanessa, Paciullo, Francesco, Alcidi, Riccardo, Nuti, Ranuccio, Valenti, Roberto, Ruvio, Martina, Cappelli, Silvia, Palazzuoli, Alberto, Girelli, Domenico, Busti, Fabiana, Marchi, Giacomo, Barbagallo, Mario, Dominguez, Ligia, Cocita, Floriana, Beneduce, Vincenza, Plances, Lidia, Mularo, Salvatore, Raspanti, Massimo, Cavallaro, Federica, Zoli, Marco, Lazzari, Ilaria, Brunori, Mattia, Fabbri, Elisa, Magalotti, Donatella, Arnò, Raffaella, Pasini, Franco Laghi, Capecchi, Pier Leopoldo, Palasciano, Giuseppe, Modeo, Maria Ester, Di Gennaro, Carla, Cappellini, Maria Domenica, Maira, Diletta, Di Stefano, Valeria, Fabio, Giovanna, Seghezzi, Sonia, Mancarella, Marta, De Amicis, Margherita Migone, De Luca, Giacomo, Scaramellini, Natalia, Rossi, Paolo Dionigi, Damanti, Sarah, Clerici, Marta, Conti, Federica, Bonini, Giulia, Ottolini, Barbara Brignolo, Di Sabatino, Antonio, Miceli, Emanuela, Lenti, Marco Vincenzo, Pisati, Martina, Dominioni, Costanza Caccia, Murialdo, Giovanni, Marra, Alessio, Cattaneo, Federico, Pontremoli, Roberto, Beccati, Valentina, Nobili, Giulia, Secchi, Maria Beatrice, Ghelfi, Davide, Anastasio, Luigi, Sofia, Lucia, Carbone, Maria, Cipollone, Francesco, Guagnano, Maria Teresa, Valeriani, Emanuele, Rossi, Ilaria, Mancuso, Gerardo, Calipari, Daniela, Bartone, Mosè, Delitala, Giuseppe, Berria, Maria, Pes, Chiara, Delitala, Alessandro, Muscaritoli, Maurizio, Molfino, Alessio, Petrillo, Enrico, Zuccalà, Giuseppe, D’Aurizio, Gabriella, Romanelli, Giuseppe, Zucchelli, Alberto, Manzoni, Francesca, Volpini, Andrea, Picardi, Antonio, Gentilucci, Umberto Vespasiani, Gallo, Paolo, Dell’Unto, Chiara, Annoni, Giorgio, Corsi, Maurizio, Bellelli, Giuseppe, Zazzetta, Sara, Mazzola, Paolo, Szabo, Hajnalka, Bonfanti, Alessandra, Arturi, Franco, Succurro, Elena, Rubino, Mariangela, Tassone, Bruno, Sesti, Giorgio, Serra, Maria Grazia, Bleve, Maria Antonietta, Gasbarrone, Laura, Sajeva, Maria Rosaria, Brucato, Antonio, Ghidoni, Silvia, Fabris, Fabrizio, Bertozzi, Irene, Bogoni, Giulia, Rabuini, Maria Victoria, Cosi, Elisabetta, Scarinzi, Paolo, Amabile, Annalisa, Omenetto, Elisabetta, Prandini, Tancredi, Manfredini, Roberto, Fabbian, Fabio, Boari, Benedetta, De Giorgi, Alfredo, Tiseo, Ruana, De Giorgio, Roberto, Paolisso, Giuseppe, Rizzo, Maria Rosaria, Borghi, Claudio, Strocchi, Enrico, Ianniello, Eugenia, Soldati, Mario, Sabbà, Carlo, Vella, Francesco Saverio, Suppressa, Patrizia, Schilardi, Andrea, Loparco, Francesca, De Vincenzo, Giovanni Michele, Comitangelo, Alessio, Amoruso, Emanuele, Fenoglio, Luigi, Falcetta, Andrea, Bracco, Christian, Fracanzani Silvia Fargion, Anna L., Tiraboschi, Silvia, Cespiati, Annalisa, Oberti, Giovanna, Sigon, Giordano, Peyvandi, Flora, Rossio, Raffaella, Ferrari, Barbara, Colombo, Giulia, Agosti, Pasquale, Monzani, Valter, Savojardo, Valeria, Folli, Christian, Ceriani, Giuliana, Pallini, Giada, Dallegri, Franco, Ottonello, Luciano, Liberale, Luca, Caserza, Lara, Salam, Kassem, Liberato, Nicola Lucio, Tognin, Tiziana, Bianchi, Giovanni Battista, Giaquinto, Sabrina, Purrello, Francesco, Di Pino, Antonino, Piro, Salvatore, Rozzini, Renzo, Falanga, Lina, Spazzini, Elena, Ferrandina, Camillo, Montrucchio, Giuseppe, Petitti, Paolo, Peasso, Paolo, Favale, Edoardo, Poletto, Cesare, Salmi, Raffaella, Gaudenzi, Piergiorgio, Perri, Ludovica, Landolfi, Raffaele, Montalto, Massimo, Mirijello, Antonio, Guasti, Luigina, Castiglioni, Luana, Maresca, Andrea, Squizzato, Alessandro, Campiotti, Leonardo, Grossi, Alessandra, Bertolotti, Marco, Mussi, Chiara, Lancellotti, Giulia, Libbra, Maria Vittoria, Dondi, Giulia, Pellegrini, Elisa, Carulli, Lucia, Galassi, Matteo, Grassi, Yasmine, Perticone, Maria, Battaglia, Rosa, FIlice, Marco, Maio, Raffaele, Stanghellini, Vincenzo, Ruggeri, Eugenio, del Vecchio, Sara, Salvi, Andrea, Leonardi, Roberto, Damiani, Giampaolo, Capeci, William, Gabrielli, Armando, Mattioli, Massimo, Martino, Giuseppe Pio, Biondi, Lorenzo, Pettinari, Pietro, Ghio, Riccardo, Col, Anna Dal, Minisola, Salvatore, Colangelo, Luciano, Cilli, Mirella, Labbadia, Giancarlo, Afeltra, Antonella, Marigliano, Benedetta, Pipita, Maria Elena, Castellino, Pietro, Zanoli, Luca, Pignataro, Samuele, Gennaro, Alfio, Blanco, Julien, Saracco, Valter, Fogliati, Marisa, Bussolino, Carlo, Mete, Francesca, Gino, Miriam, Cittadini, Antonio, Vigorito, Carlo, Arcopinto, Michele, Salzano, Andrea, Bobbio, Emanuele, Marra, Alberto Maria, Sirico, Domenico, Moreo, Guido, Gasparini, Francesca, Prolo, Silvia, Pina, Gloria, Ballestrero, Alberto, Ferrando, Fabio, Berra, Sergio, Dassi, Simonetta, Nava, Maria Cristina, Graziella, Bruno, Baldassarre, Stefano, Fragapani, Salvatore, Gruden, Gabriella, Galanti, Giorgio, Mascherini, Gabriele, Petri, Cristian, Stefani, Laura, Girino, Margherita, Piccinelli, Valeria, Nasso, Francesco, Gioffrè, Vincenza, Pasquale, Maria, Scattolin, Giuseppe, Martinelli, Sergio, Turrin, Mauro, Sechi, Leonardo, Catena, Cristina, Colussi, Gianluca, Passariello, Nicola, Rinaldi, Luca, Berti, Franco, Famularo, Giuseppe, Tarsitani, Patrizia, Castello, Roberto, Pasino, Michela, Ceda, Gian Paolo, Maggio, Marcello Giuseppe, Morganti, Simonetta, Artoni, Andrea, Del Giacco, Stefano, Firinu, Davide, Losa, Francesca, Paoletti, Giovanni, Costanzo, Giulia, Montalto, Giuseppe, Licata, Anna, Malerba, Valentina, Montalto, Filippo Alessandro, Lasco, Antonino, Basile, Giorgio, Catalano, Antonino, Malatino, Lorenzo, Stancanelli, Benedetta, Terranova, Valentina, Di Marca, Salvatore, Di Quattro, Rosario, La Malfa, Lara, Caruso, Rossella, Mecocci, Patrizia, Ruggiero, Carmelinda, Boccardi, Virginia, Meschi, Tiziana, Lauretani, Fulvio, Ticinesi, Andrea, Nouvenne, Antonio, Minuz, Pietro, Fondrieschi, Luigi, Pirisi, Mario, Fra, Gian Paolo, Sola, Daniele, Porta, Massimo, Riva, Piero, Quadri, Roberto, Larovere, Erica, Novelli, Marco, Scanzi, Giorgio, Mengoli, Caterina, Provini, Stella, Ricevuti, Laura, Simeone, Emilio, Scurti, Rosa, Tolloso, Fabio, Tarquini, Roberto, Valoriani, Alice, Dolenti, Silvia, Vannini, Giulia, Tedeschi, Alberto, Trotta, Lucia, Volpi, Riccardo, Bocchi, Pietro, Vignali, Alessandro, Harari, Sergio, Lonati, Chiara, Cattaneo, Mara, Napoli, Federico, Argano, Christiano, Scichilone, Nicola, Natoli, Giuseppe, Nobili, Alessandro, Corazza, Gino Roberto, Mannucci, Pier Mannuccio, Perticone, Francesco, Corrao, Salvatore, Paolisso, Giuseppe, Rizzo, Maria Rosaria, Argano, C., Scichilone, N., Natoli, G., Nobili, A., Corazza, G. R., Mannucci, P. M., Perticone, F., Corrao, S., Pietrangelo, A., Licata, G., Violi, F., Marengoni, A., Salerno, F., Cesari, M., Tettamanti, M., Pasina, L., Franchi, C., Miglio, G., Cortesi, L., Ardoino, I., Novella, A., Prisco, D., Silvestri, E., Emmi, G., Bettiol, A., Caterina, C., Biolo, G., Zanetti, M., Guadagni, M., Zaccari, M., Chiuch, M., Vanoli, M., Grignani, G., Pulixi, E. A., Bernardi, M., Bassi, S. L., Santi, L., Zaccherini, G., Lupattelli, G., Mannarino, E., Bianconi, V., Paciullo, F., Alcidi, R., Nuti, R., Valenti, R., Ruvio, M., Cappelli, S., Palazzuoli, A., Girelli, D., Busti, F., Marchi, G., Barbagallo, M., Dominguez, L., Cocita, F., Beneduce, V., Plances, L., Mularo, S., Raspanti, M., Cavallaro, F., Zoli, M., Lazzari, I., Brunori, M., Fabbri, E., Magalotti, D., Arno, R., Pasini, F. L., Capecchi, P. L., Palasciano, G., Modeo, M. E., Di Gennaro, C., Cappellini, M. D., Maira, D., Di Stefano, V., Fabio, G., Seghezzi, S., Mancarella, M., De Amicis, M. M., De Luca, G., Scaramellini, N., Rossi, P. D., Damanti, S., Clerici, M., Conti, F., Bonini, G., Ottolini, B. B., Di Sabatino, A., Miceli, E., Lenti, M. V., Pisati, M., Dominioni, C. C., Murialdo, G., Marra, A., Cattaneo, F., Pontremoli, R., Beccati, V., Nobili, G., Secchi, M. B., Ghelfi, D., Anastasio, L., Sofia, L., Carbone, M., Cipollone, F., Guagnano, M. T., Valeriani, E., Rossi, I., Mancuso, G., Calipari, D., Bartone, M., Delitala, G., Berria, M., Pes, C., Delitala, A., Muscaritoli, M., Molfino, A., Petrillo, E., Zuccala, G., D'Aurizio, G., Romanelli, G., Zucchelli, A., Manzoni, F., Volpini, A., Picardi, A., Gentilucci, U. V., Gallo, P., Dell'Unto, C., Annoni, G., Corsi, M., Bellelli, G., Zazzetta, S., Mazzola, P., Szabo, H., Bonfanti, A., Arturi, F., Succurro, E., Rubino, M., Tassone, B., Sesti, G., Serra, M. G., Bleve, M. A., Gasbarrone, L., Sajeva, M. R., Brucato, A., Ghidoni, S., Fabris, F., Bertozzi, I., Bogoni, G., Rabuini, M. V., Cosi, E., Scarinzi, P., Amabile, A., Omenetto, E., Prandini, T., Manfredini, R., Fabbian, F., Boari, B., De Giorgi, A., Tiseo, R., De Giorgio, R., Paolisso, G., Rizzo, M. R., Borghi, C., Strocchi, E., Ianniello, E., Soldati, M., Sabba, C., Vella, F. S., Suppressa, P., Schilardi, A., Loparco, F., De Vincenzo, G. M., Comitangelo, A., Amoruso, E., Fenoglio, L., Falcetta, A., Bracco, C., Fracanzani Silvia Fargion, A. L., Tiraboschi, S., Cespiati, A., Oberti, G., Sigon, G., Peyvandi, F., Rossio, R., Ferrari, B., Colombo, G., Agosti, P., Monzani, V., Savojardo, V., Folli, C., Ceriani, G., Pallini, G., Dallegri, F., Ottonello, L., Liberale, L., Caserza, L., Salam, K., Liberato, N. L., Tognin, T., Bianchi, G. B., Giaquinto, S., Purrello, F., Di Pino, A., Piro, S., Rozzini, R., Falanga, L., Spazzini, E., Ferrandina, C., Montrucchio, G., Petitti, P., Peasso, P., Favale, E., Poletto, C., Salmi, R., Gaudenzi, P., Perri, L., Landolfi, R., Montalto, M., Mirijello, A., Guasti, L., Castiglioni, L., Maresca, A., Squizzato, A., Campiotti, L., Grossi, A., Bertolotti, M., Mussi, C., Lancellotti, G., Libbra, M. V., Dondi, G., Pellegrini, E., Carulli, L., Galassi, M., Grassi, Y., Perticone, M., Battaglia, R., Filice, M., Maio, R., Stanghellini, V., Ruggeri, E., del Vecchio, S., Salvi, A., Leonardi, R., Damiani, G., Capeci, W., Gabrielli, A., Mattioli, M., Martino, G. P., Biondi, L., Pettinari, P., Ghio, R., Col, A. D., Minisola, S., Colangelo, L., Cilli, M., Labbadia, G., Afeltra, A., Marigliano, B., Pipita, M. E., Castellino, P., Zanoli, L., Pignataro, S., Gennaro, A., Blanco, J., Saracco, V., Fogliati, M., Bussolino, C., Mete, F., Gino, M., Cittadini, A., Vigorito, C., Arcopinto, M., Salzano, A., Bobbio, E., Marra, A. M., Sirico, D., Moreo, G., Gasparini, F., Prolo, S., Pina, G., Ballestrero, A., Ferrando, F., Berra, S., Dassi, S., Nava, M. C., Graziella, B., Baldassarre, S., Fragapani, S., Gruden, G., Galanti, G., Mascherini, G., Petri, C., Stefani, L., Girino, M., Piccinelli, V., Nasso, F., Gioffre, V., Pasquale, M., Scattolin, G., Martinelli, S., Turrin, M., Sechi, L., Catena, C., Colussi, G., Passariello, N., Rinaldi, L., Berti, F., Famularo, G., Tarsitani, P., Castello, R., Pasino, M., Ceda, G. P., Maggio, M. G., Morganti, S., Artoni, A., Del Giacco, S., Firinu, D., Losa, F., Paoletti, G., Costanzo, G., Montalto, G., Licata, A., Malerba, V., Montalto, F. A., Lasco, A., Basile, G., Catalano, A., Malatino, L., Stancanelli, B., Terranova, V., Di Marca, S., Di Quattro, R., La Malfa, L., Caruso, R., Mecocci, P., Ruggiero, C., Boccardi, V., Meschi, T., Lauretani, F., Ticinesi, A., Nouvenne, A., Minuz, P., Fondrieschi, L., Pirisi, M., Fra, G. P., Sola, D., Porta, M., Riva, P., Quadri, R., Larovere, E., Novelli, M., Scanzi, G., Mengoli, C., Provini, S., Ricevuti, L., Simeone, E., Scurti, R., Tolloso, F., Tarquini, R., Valoriani, A., Dolenti, S., Vannini, G., Tedeschi, A., Trotta, L., Volpi, R., Bocchi, P., Vignali, A., Harari, S., Lonati, C., Cattaneo, M., Napoli, F., Argano, C, Scichilone, N, Natoli, G, Nobili, A, Corazza, G, Mannucci, P, Perticone, F, Corrao, S, Pietrangelo, A, Licata, G, Violi, F, Marengoni, A, Salerno, F, Cesari, M, Tettamanti, M, Pasina, L, Franchi, C, Miglio, G, Cortesi, L, Ardoino, I, Novella, A, Prisco, D, Silvestri, E, Emmi, G, Bettiol, A, Caterina, C, Biolo, G, Zanetti, M, Guadagni, M, Zaccari, M, Chiuch, M, Vanoli, M, Grignani, G, Pulixi, E, Bernardi, M, Bassi, S, Santi, L, Zaccherini, G, Lupattelli, G, Mannarino, E, Bianconi, V, Paciullo, F, Alcidi, R, Nuti, R, Valenti, R, Ruvio, M, Cappelli, S, Palazzuoli, A, Girelli, D, Busti, F, Marchi, G, Barbagallo, M, Dominguez, L, Cocita, F, Beneduce, V, Plances, L, Mularo, S, Raspanti, M, Cavallaro, F, Zoli, M, Lazzari, I, Brunori, M, Fabbri, E, Magalotti, D, Arno, R, Pasini, F, Capecchi, P, Palasciano, G, Modeo, M, Di Gennaro, C, Cappellini, M, Maira, D, Di Stefano, V, Fabio, G, Seghezzi, S, Mancarella, M, De Amicis, M, De Luca, G, Scaramellini, N, Rossi, P, Damanti, S, Clerici, M, Conti, F, Bonini, G, Ottolini, B, Di Sabatino, A, Miceli, E, Lenti, M, Pisati, M, Dominioni, C, Murialdo, G, Marra, A, Cattaneo, F, Pontremoli, R, Beccati, V, Nobili, G, Secchi, M, Ghelfi, D, Anastasio, L, Sofia, L, Carbone, M, Cipollone, F, Guagnano, M, Valeriani, E, Rossi, I, Mancuso, G, Calipari, D, Bartone, M, Delitala, G, Berria, M, Pes, C, Delitala, A, Muscaritoli, M, Molfino, A, Petrillo, E, Zuccala, G, D'Aurizio, G, Romanelli, G, Zucchelli, A, Manzoni, F, Volpini, A, Picardi, A, Gentilucci, U, Gallo, P, Dell'Unto, C, Annoni, G, Corsi, M, Bellelli, G, Zazzetta, S, Mazzola, P, Szabo, H, Bonfanti, A, Arturi, F, Succurro, E, Rubino, M, Tassone, B, Sesti, G, Serra, M, Bleve, M, Gasbarrone, L, Sajeva, M, Brucato, A, Ghidoni, S, Fabris, F, Bertozzi, I, Bogoni, G, Rabuini, M, Cosi, E, Scarinzi, P, Amabile, A, Omenetto, E, Prandini, T, Manfredini, R, Fabbian, F, Boari, B, De Giorgi, A, Tiseo, R, De Giorgio, R, Paolisso, G, Rizzo, M, Borghi, C, Strocchi, E, Ianniello, E, Soldati, M, Sabba, C, Vella, F, Suppressa, P, Schilardi, A, Loparco, F, De Vincenzo, G, Comitangelo, A, Amoruso, E, Fenoglio, L, Falcetta, A, Bracco, C, Fracanzani Silvia Fargion, A, Tiraboschi, S, Cespiati, A, Oberti, G, Sigon, G, Peyvandi, F, Rossio, R, Ferrari, B, Colombo, G, Agosti, P, Monzani, V, Savojardo, V, Folli, C, Ceriani, G, Pallini, G, Dallegri, F, Ottonello, L, Liberale, L, Caserza, L, Salam, K, Liberato, N, Tognin, T, Bianchi, G, Giaquinto, S, Purrello, F, Di Pino, A, Piro, S, Rozzini, R, Falanga, L, Spazzini, E, Ferrandina, C, Montrucchio, G, Petitti, P, Peasso, P, Favale, E, Poletto, C, Salmi, R, Gaudenzi, P, Perri, L, Landolfi, R, Montalto, M, Mirijello, A, Guasti, L, Castiglioni, L, Maresca, A, Squizzato, A, Campiotti, L, Grossi, A, Bertolotti, M, Mussi, C, Lancellotti, G, Libbra, M, Dondi, G, Pellegrini, E, Carulli, L, Galassi, M, Grassi, Y, Perticone, M, Battaglia, R, Filice, M, Maio, R, Stanghellini, V, Ruggeri, E, del Vecchio, S, Salvi, A, Leonardi, R, Damiani, G, Capeci, W, Gabrielli, A, Mattioli, M, Martino, G, Biondi, L, Pettinari, P, Ghio, R, Col, A, Minisola, S, Colangelo, L, Cilli, M, Labbadia, G, Afeltra, A, Marigliano, B, Pipita, M, Castellino, P, Zanoli, L, Pignataro, S, Gennaro, A, Blanco, J, Saracco, V, Fogliati, M, Bussolino, C, Mete, F, Gino, M, Cittadini, A, Vigorito, C, Arcopinto, M, Salzano, A, Bobbio, E, Sirico, D, Moreo, G, Gasparini, F, Prolo, S, Pina, G, Ballestrero, A, Ferrando, F, Berra, S, Dassi, S, Nava, M, Graziella, B, Baldassarre, S, Fragapani, S, Gruden, G, Galanti, G, Mascherini, G, Petri, C, Stefani, L, Girino, M, Piccinelli, V, Nasso, F, Gioffre, V, Pasquale, M, Scattolin, G, Martinelli, S, Turrin, M, Sechi, L, Catena, C, Colussi, G, Passariello, N, Rinaldi, L, Berti, F, Famularo, G, Tarsitani, P, Castello, R, Pasino, M, Ceda, G, Maggio, M, Morganti, S, Artoni, A, Del Giacco, S, Firinu, D, Losa, F, Paoletti, G, Costanzo, G, Montalto, G, Licata, A, Malerba, V, Montalto, F, Lasco, A, Basile, G, Catalano, A, Malatino, L, Stancanelli, B, Terranova, V, Di Marca, S, Di Quattro, R, La Malfa, L, Caruso, R, Mecocci, P, Ruggiero, C, Boccardi, V, Meschi, T, Lauretani, F, Ticinesi, A, Nouvenne, A, Minuz, P, Fondrieschi, L, Pirisi, M, Fra, G, Sola, D, Porta, M, Riva, P, Quadri, R, Larovere, E, Novelli, M, Scanzi, G, Mengoli, C, Provini, S, Ricevuti, L, Simeone, E, Scurti, R, Tolloso, F, Tarquini, R, Valoriani, A, Dolenti, S, Vannini, G, Tedeschi, A, Trotta, L, Volpi, R, Bocchi, P, Vignali, A, Harari, S, Lonati, C, Cattaneo, M, Napoli, F, Argano C., Scichilone N., Natoli G., Nobili A., Corazza G.R., Mannucci P.M., Perticone F., Corrao S., Pietrangelo A., Licata G., Violi F., Marengoni A., Salerno F., Cesari M., Tettamanti M., Pasina L., Franchi C., Miglio G., Cortesi L., Ardoino I., Novella A., Prisco D., Silvestri E., Emmi G., Bettiol A., Caterina C., Biolo G., Zanetti M., Guadagni M., Zaccari M., Chiuch M., Vanoli M., Grignani G., Pulixi E.A., Bernardi M., Bassi S.L., Santi L., Zaccherini G., Lupattelli G., Mannarino E., Bianconi V., Paciullo F., Alcidi R., Nuti R., Valenti R., Ruvio M., Cappelli S., Palazzuoli A., Girelli D., Busti F., Marchi G., Barbagallo M., Dominguez L., Cocita F., Beneduce V., Plances L., Mularo S., Raspanti M., Cavallaro F., Zoli M., Lazzari I., Brunori M., Fabbri E., Magalotti D., Arno R., Pasini F.L., Capecchi P.L., Palasciano G., Modeo M.E., Di Gennaro C., Cappellini M.D., Maira D., Di Stefano V., Fabio G., Seghezzi S., Mancarella M., De Amicis M.M., De Luca G., Scaramellini N., Rossi P.D., Damanti S., Clerici M., Conti F., Bonini G., Ottolini B.B., Di Sabatino A., Miceli E., Lenti M.V., Pisati M., Dominioni C.C., Murialdo G., Marra A., Cattaneo F., Pontremoli R., Beccati V., Nobili G., Secchi M.B., Ghelfi D., Anastasio L., Sofia L., Carbone M., Cipollone F., Guagnano M.T., Valeriani E., Rossi I., Mancuso G., Calipari D., Bartone M., Delitala G., Berria M., Pes C., Delitala A., Muscaritoli M., Molfino A., Petrillo E., Zuccala G., D'Aurizio G., Romanelli G., Zucchelli A., Manzoni F., Volpini A., Picardi A., Gentilucci U.V., Gallo P., Dell'Unto C., Annoni G., Corsi M., Bellelli G., Zazzetta S., Mazzola P., Szabo H., Bonfanti A., Arturi F., Succurro E., Rubino M., Tassone B., Sesti G., Serra M.G., Bleve M.A., Gasbarrone L., Sajeva M.R., Brucato A., Ghidoni S., Fabris F., Bertozzi I., Bogoni G., Rabuini M.V., Cosi E., Scarinzi P., Amabile A., Omenetto E., Prandini T., Manfredini R., Fabbian F., Boari B., De Giorgi A., Tiseo R., De Giorgio R., Paolisso G., Rizzo M.R., Borghi C., Strocchi E., Ianniello E., Soldati M., Sabba C., Vella F.S., Suppressa P., Schilardi A., Loparco F., De Vincenzo G.M., Comitangelo A., Amoruso E., Fenoglio L., Falcetta A., Bracco C., Fracanzani Silvia Fargion A.L., Tiraboschi S., Cespiati A., Oberti G., Sigon G., Peyvandi F., Rossio R., Ferrari B., Colombo G., Agosti P., Monzani V., Savojardo V., Folli C., Ceriani G., Pallini G., Dallegri F., Ottonello L., Liberale L., Caserza L., Salam K., Liberato N.L., Tognin T., Bianchi G.B., Giaquinto S., Purrello F., Di Pino A., Piro S., Rozzini R., Falanga L., Spazzini E., Ferrandina C., Montrucchio G., Petitti P., Peasso P., Favale E., Poletto C., Salmi R., Gaudenzi P., Perri L., Landolfi R., Montalto M., Mirijello A., Guasti L., Castiglioni L., Maresca A., Squizzato A., Campiotti L., Grossi A., Bertolotti M., Mussi C., Lancellotti G., Libbra M.V., Dondi G., Pellegrini E., Carulli L., Galassi M., Grassi Y., Perticone M., Battaglia R., FIlice M., Maio R., Stanghellini V., Ruggeri E., del Vecchio S., Salvi A., Leonardi R., Damiani G., Capeci W., Gabrielli A., Mattioli M., Martino G.P., Biondi L., Pettinari P., Ghio R., Col A.D., Minisola S., Colangelo L., Cilli M., Labbadia G., Afeltra A., Marigliano B., Pipita M.E., Castellino P., Zanoli L., Pignataro S., Gennaro A., Blanco J., Saracco V., Fogliati M., Bussolino C., Mete F., Gino M., Cittadini A., Vigorito C., Arcopinto M., Salzano A., Bobbio E., Marra A.M., Sirico D., Moreo G., Gasparini F., Prolo S., Pina G., Ballestrero A., Ferrando F., Berra S., Dassi S., Nava M.C., Graziella B., Baldassarre S., Fragapani S., Gruden G., Galanti G., Mascherini G., Petri C., Stefani L., Girino M., Piccinelli V., Nasso F., Gioffre V., Pasquale M., Scattolin G., Martinelli S., Turrin M., Sechi L., Catena C., Colussi G., Passariello N., Rinaldi L., Berti F., Famularo G., Tarsitani P., Castello R., Pasino M., Ceda G.P., Maggio M.G., Morganti S., Artoni A., Del Giacco S., Firinu D., Losa F., Paoletti G., Costanzo G., Montalto G., Licata A., Malerba V., Montalto F.A., Lasco A., Basile G., Catalano A., Malatino L., Stancanelli B., Terranova V., Di Marca S., Di Quattro R., La Malfa L., Caruso R., Mecocci P., Ruggiero C., Boccardi V., Meschi T., Lauretani F., Ticinesi A., Nouvenne A., Minuz P., Fondrieschi L., Pirisi M., Fra G.P., Sola D., Porta M., Riva P., Quadri R., Larovere E., Novelli M., Scanzi G., Mengoli C., Provini S., Ricevuti L., Simeone E., Scurti R., Tolloso F., Tarquini R., Valoriani A., Dolenti S., Vannini G., Tedeschi A., Trotta L., Volpi R., Bocchi P., Vignali A., Harari S., Lonati C., Cattaneo M., and Napoli F.

Subjects
Male, medicine.medical_specialty, Chronic Obstructive, Cirrhosis, Socio-culturale, Comorbidity, 030204 cardiovascular system & hematology, comorbidities, elderly, Pulmonary Disease, 03 medical and health sciences, Pulmonary Disease, Chronic Obstructive, 0302 clinical medicine, Internal medicine, medicine, 80 and over, COPD, Humans, 030212 general & internal medicine, LS4_4, Registries, Hospital Mortality, COPD, comorbidities, elderly, internal medicine, in-hospital mortality, Depression (differential diagnoses), Cause of death, Aged, Retrospective Studies, 1-year mortality, 3-month mortality, internal medicine, in-hospital mortality, Aged, 80 and over, business.industry, medicine.disease, Im - Original, Female, Internal Medicine, Clinical diagnosis, Cohort, Emergency Medicine, 1-year mortality, 3-month mortality, COPD, comorbidities, elderly, internal medicine, in-hospital mortality, Observational study, business, 1 year mortality
Abstract

Currently, chronic obstructive pulmonary disease (COPD) represents the fourth cause of death worldwide with significant economic burden. Comorbidities increase in number and severity with age and are identified as important determinants that influence the prognosis. In this observational study, we retrospectively analyzed data collected from the RePoSI register. We aimed to investigate comorbidities and outcomes in a cohort of hospitalized elderly patients with the clinical diagnosis of COPD. Socio-demographic, clinical characteristics and laboratory findings were considered. The association between variables and in-hospital, 3-month and 1-year follow-up were analyzed. Among 4696 in-patients, 932 (19.8%) had a diagnosis of COPD. Patients with COPD had more hospitalization, a significant overt cognitive impairment, a clinically significant disability and more depression in comparison with non-COPD subjects. COPD patients took more drugs, both at admission, in-hospital stay, discharge and 3-month and 1-year follow-up. 14 comorbidities were more frequent in COPD patients. Cerebrovascular disease was an independent predictor of in-hospital mortality. At 3-month follow-up, male sex and hepatic cirrhosis were independently associated with mortality. ICS-LABA therapy was predictor of mortality at in-hospital, 3-month and 1-year follow-up. This analysis showed the severity of impact of COPD and its comorbidities in the real life of internal medicine and geriatric wards. Electronic supplementary material The online version of this article (10.1007/s11739-020-02412-1) contains supplementary material, which is available to authorized users.

Published
2020

42. The impact of delirium on outcomes for older adults hospitalised with COVID--19

Author

Marengoni, Alessandra, Zucchelli, Alberto, Grande, Giulia, Fratiglioni, Laura, Rizzuto, Debora, Marengoni, Alessandra, Zucchelli, Alberto, Grande, Giulia, Fratiglioni, Laura, and Rizzuto, Debora

Abstract

Introduction: Delirium is a frequent condition in hospitalized older patients and it usually has a negative prognostic value. A direct effect of SARS-COV-2 on the central nervous system (CNS) has been hypothesized. Objective: To evaluate the presence of delirium in older patients admitted for a suspected diagnosis of COVID-19 and its impact on in-hospital mortality. Setting and subjects: 91 patients, aged 70-years and older, admitted to an acute geriatric ward in Northern Italy from March 8th to April 17th, 2020. Methods: COVID-19 cases were confirmed by reverse transcriptase-polymerase chain reaction assay for SARS-Cov-2 RNA from nasal and pharyngeal swabs. Delirium was diagnosed by two geriatricians according to the Diagnostic and Statistical Manual of Mental Disorders V (DMS V) criteria. The number of chronic diseases was calculated among a pre-defined list of 60. The pre-disease Clinical Frailty Scale (CFS) was assessed at hospital admission. Results: Of the total sample, 39 patients died, 49 were discharged and 3 were transferred to ICU. Twenty-five patients (27.5%) had delirium. Seventy-two percent of patients with delirium died during hospitalization compared to 31.8% of those without delirium. In a multivariate logistic regression model adjusted for potential confounders, patients with delirium were four times more likely to die during hospital stay compared to those without delirium (OR= 3.98;95%CI = 1.05-17.28; p = 0.047). Conclusions: Delirium is common in older patients with COVID-19 and strongly associated with in-hospital mortality. Regardless of causation, either due to a direct effect of SARS-COV-2 on the CNS or to a multifactorial cause, delirium should be interpreted as an alarming prognostic indicator in older people.

Published
2020
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43. Heart failure, frailty, and pre-frailty : A systematic review and meta-analysis of observational studies

Author

Marengoni, Alessandra, Zucchelli, Alberto, Vetrano, Davide L., Aloisi, Gaetano, Brandi, Vincenzo, Ciutan, Marius, Panait, Carmen Lavinia, Bernabei, Roberto, Onder, Graziano, Palmer, Katie, Marengoni, Alessandra, Zucchelli, Alberto, Vetrano, Davide L., Aloisi, Gaetano, Brandi, Vincenzo, Ciutan, Marius, Panait, Carmen Lavinia, Bernabei, Roberto, Onder, Graziano, and Palmer, Katie

Abstract

Frailty is a syndrome characterized by reduced physiological reserves, increased vulnerability to stressors and adverse health outcomes. Frailty can change the prognosis and treatment approach of several chronic diseases, including heart failure (HF). The aim of this study was to conduct a systematic review and meta-analysis assessing the association of HF with frailty and pre-frailty. We employed PRISMA guidelines for reporting the results. We searched PubMed, Web of Science, and Embase from 01/01/2002 to 29/11/2019.The quality of the studies was evaluated with the Newcastle Ottawa Scale. Pooled estimates were obtained through random-effect models and Mantel-Haenszel weighting. Homogeneity (I2) and publication bias were assessed. We selected 54 studies (52 cross-sectional, one longitudinal, and one with both designs). The pooled prevalence of pre-frailty in individuals with HF was 46% (95% CI = 38–53; I2 = 93.1%) and 40% (95% CI = 31–48; I2 = 97%) for frailty. The proportion of pre-frail individuals with HF was 20% (95%CI = 15–25; I2 = 99.2%) and the proportion of frail individuals with HF was 31% (95% CI = 17–45; I2 = 98.7%). Two studies using the same frailty definition reported estimates for the association between frailty and HF (pooled OR = 3.44; 95% CI = 0.75–15.73; I2 = 95.8%). In conclusion, frailty and pre-frailty are frequent in people with HF. Persons with HF have 3.4-fold increased odds of frailty. Longitudinal studies examining bidirectional pathophysiological pathways between HF and frailty are needed to further clarify this relationship and to assess if specific treatment for HF may prevent or delay the onset of frailty and vice versa.

Published
2020
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44. Using a genetic algorithm to derive a highly predictive and context-specific frailty index

Author

Zucchelli, Alberto, Marengoni, Alessandra, Rizzuto, Debora, Calderón-Larrañaga, Amaia, Zucchelli, Maurizio, Bernabei, Roberto, Onder, Graziano, Fratiglioni, Laura, Liborio Vetrano, Davide, Zucchelli, Alberto, Marengoni, Alessandra, Rizzuto, Debora, Calderón-Larrañaga, Amaia, Zucchelli, Maurizio, Bernabei, Roberto, Onder, Graziano, Fratiglioni, Laura, and Liborio Vetrano, Davide

Abstract

The frailty index (FI) is one of the most widespread tools used to predict poor, health-related outcomes in older persons. The selection of clinical and functional deficits to include in a FI is mostly based on the users' clinical experience. However, this approach may not be sufficiently accurate to predict health outcomes in particular subgroups of individuals. In this study, we implemented an optimization algorithm, the genetic algorithm, to create a highly performant (FI) based on our prediction goals, rather than on a predetermined clinical selection of deficits, using data from the Swedish National Study on Aging and Care in Kungsholmen (SNAC-K) and 109 potential deficits identified in the dataset. The algorithm was personalized to obtain a FI with high discrimination ability in the prediction of mortality. The resulting FI included 40 deficits and showed areas under the curve consistently higher than 0.80 (range 0.81-0.90) in the prediction of 3-year and 6-year mortality in the whole sample and in sex and age subgroups. This methodology represents a promising opportunity to optimize the exploitation of medical and administrative databases in the construction of clinically relevant frailty indices.

Published
2020
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45. Multimorbidity Patterns and Unplanned Hospitalisation in a Cohort of Older Adults

Author

Akugizibwe, Roselyne, Calderón-Larrañaga, Amaia, Roso-Llorach, Albert, Onder, Graziano, Marengoni, Alessandra, Zucchelli, Alberto, Rizzuto, Debora, Vetrano, Davide L., Akugizibwe, Roselyne, Calderón-Larrañaga, Amaia, Roso-Llorach, Albert, Onder, Graziano, Marengoni, Alessandra, Zucchelli, Alberto, Rizzuto, Debora, and Vetrano, Davide L.

Abstract

The presence of multiple chronic conditions (i.e., multimorbidity) increases the risk of hospitalisation in older adults. We aimed to examine the association between different multimorbidity patterns and unplanned hospitalisations over 5 years. To that end, 2,250 community-dwelling individuals aged 60 years and older from the Swedish National Study on Aging and Care in Kungsholmen (SNAC-K) were studied. Participants were grouped into six multimorbidity patterns using a fuzzy c-means cluster analysis. The associations between patterns and outcomes were tested using Cox models and negative binomial models. After 5 years, 937 (41.6%) participants experienced at least one unplanned hospitalisation. Compared to participants in the unspecific multimorbidity pattern, those in the cardiovascular diseases, anaemia and dementia pattern, the psychiatric disorders pattern and the metabolic and sleep disorders pattern presented with a higher hazard of first unplanned hospitalisation (hazard ratio range: 1.49-2.05; p < 0.05 for all), number of unplanned hospitalisations (incidence rate ratio (IRR) range: 1.89-2.44; p < 0.05 for all), in-hospital days (IRR range: 1.91-3.61; p < 0.05 for all), and 30-day unplanned readmissions (IRR range: 2.94-3.65; p < 0.05 for all). Different multimorbidity patterns displayed a differential association with unplanned hospital care utilisation. These findings call for a careful primary care follow-up of older adults with complex multimorbidity patterns.

Published
2020
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46. Prognostic relevance of glomerular filtration rate estimation obtained through different equations in hospitalized elderly patients

Author

Gallo, Paolo, De Vincentis, Antonio, Pedone, Claudio, Nobili, Alessandro, Tettamanti, Mauro, Gentilucci, Umberto Vespasiani, Picardi, Antonio, Mannucci, Pier Mannuccio, Incalzi, Raffaele Antonelli, Prisco, Domenico, Silvestri, Elena, Emmi, Giacomo, Bettiol, Alessandra, Caterina, Cenci, Biolo, Gianni, Zanetti, Michela, Guadagni, Martina, Zaccari, Michele, Chiuch, Massimiliano, Vanoli, Massimo, Grignani, Giulia, Pulixi, Edoardo Alessandro, Bernardi, Mauro, Bassi, Silvia Li, Santi, Luca, Zaccherini, Giacomo, Lupattelli, Graziana, Mannarino, Elmo, Bianconi, Vanessa, Paciullo, Francesco, Alcidi, Riccardo, Nuti, Ranuccio, Valenti, Roberto, Ruvio, Martina, Cappelli, Silvia, Palazzuoli, Alberto, Girelli, Domenico, Busti, Fabiana, Marchi, Giacomo, Barbagallo, Mario, Dominguez, Ligia, Cocita, Floriana, Beneduce, Vincenza, Plances, Lidia, Corrao, Salvatore, Natoli, Giuseppe, Mularo, Salvatore, Raspanti, Massimo, Cavallaro, Federica, Zoli, Marco, Lazzari, Ilaria, Brunori, Mattia, Fabbri, Elisa, Magalotti, Donatella, Arno, Raffaella, Pasini, Franco Laghi, Capecchi, Pier Leopoldo, Palasciano, Giuseppe, Modeo, Maria Ester, Di Gennaro, Carla, Cappellini, Maria Domenica, Maira, Diletta, Di Stefano, Valeria, Fabio, Giovanna, Seghezzi, Sonia, Mancarella, Marta, De Amicis, Margherita Migone, De Luca, Giacomo, Scaramellini, Natalia, Cesari, Matteo, Rossi, Paolo Dionigi, Damanti, Sarah, Clerici, Marta, Conti, Federica, Bonini, Giulia, Ottolini, Barbara Brignolo, Di Sabatino, Antonio, Miceli, Emanuela, Lenti, Marco Vincenzo, Pisati, Martina, Dominioni, Costanza Caccia, Murialdo, Giovanni, Marra, Alessio, Cattaneo, Federico, Pontremoli, Roberto, Beccati, Valentina, Nobili, Giulia, Secchi, Maria Beatrice, Ghelfi, Davide, Anastasio, Luigi, Sofia, Lucia, Carbone, Maria, Cipollone, Francesco, Guagnano, Maria Teresa, Valeriani, Emanuele, Rossi, Ilaria, Mancuso, Gerardo, Calipari, Daniela, Bartone, Mose, Delitala, Giuseppe, Berria, Maria, Pes, Chiara, Delitala, Alessandro, Muscaritoli, Maurizio, Molfino, Alessio, Petrillo, Enrico, Zuccala, Giuseppe, D'Aurizio, Gabriella, Romanelli, Giuseppe, Marengoni, Alessandra, Zucchelli, Alberto, Manzoni, Francesca, Volpini, Andrea, Dell'Unto, Chiara, Annoni, Giorgio, Corsi, Maurizio, Bellelli, Giuseppe, Zazzetta, Sara, Mazzola, Paolo, Szabo, Hajnalka, Bonfanti, Alessandra, Arturi, Franco, Succurro, Elena, Rubino, Mariangela, Tassone, Bruno, Sesti, Giorgio, Serra, Maria Grazia, Bleve, Maria Antonietta, Gasbarrone, Laura, Sajeva, Maria Rosaria, Brucato, Antonio, Ghidoni, Silvia, Fabris, Fabrizio, Bertozzi, Irene, Bogoni, Giulia, Rabuini, Maria Victoria, Cosi, Elisabetta, Scarinzi, Paolo, Amabile, Annalisa, Omenetto, Elisabetta, Prandini, Tancredi, Manfredini, Roberto, Fabbian, Fabio, Boari, Benedetta, De Giorgi, Alfredo, Tiseo, Ruana, De Giorgio, Roberto, Paolisso, Giuseppe, Rizzo, Maria Rosaria, Borghi, Claudio, Strocchi, Enrico, Ianniello, Eugenia, Soldati, Mario, Sabba, Carlo, Vella, Francesco Saverio, Suppressa, Patrizia, Agosti, Pasquale, Schilardi, Andrea, Loparco, Francesca, De Vincenzo, Giovanni Michele, Comitangelo, Alessio, Amoruso, Emanuele, Fenoglio, Luigi, Falcetta, Andrea, Bracco, Christian, Fracanzani, Anna L., Fargion, Silvia, Tiraboschi, Silvia, Cespiati, Annalisa, Oberti, Giovanna, Sigon, Giordano, Peyvandi, Flora, Rossio, Raffaella, Ferrari, Barbara, Colombo, Giulia, Monzani, Valter, Savojardo, Valeria, Folli, Christian, Ceriani, Giuliana, Salerno, Francesco, Pallini, Giada, Dallegri, Franco, Ottonello, Luciano, Liberale, Luca, Caserza, Lara, Salam, Kassem, Liberato, Nicola Lucio, Tognin, Tiziana, Bianchi, Giovanni Battista, Giaquinto, Sabrina, Purrello, Francesco, Di Pino, Antonino, Piro, Salvatore, Rozzini, Renzo, Falanga, Lina, Spazzini, Elena, Ferrandina, Camillo, Montrucchio, Giuseppe, Petitti, Paolo, Peasso, Paolo, Favale, Edoardo, Poletto, Cesare, Salmi, Raffaella, Gaudenzi, Piergiorgio, Violi, Francesco, Perri, Ludovica, Landolfi, Raffaele, Montalto, Massimo, Mirijello, Antonio, Guasti, Luigina, Castiglioni, Luana, Maresca, Andrea, Squizzato, Alessandro, Campiotti, Leonardo, Grossi, Alessandra, Bertolotti, Marco, Mussi, Chiara, Lancellotti, Giulia, Libbra, Maria Vittoria, Dondi, Giulia, Pellegrini, Elisa, Carulli, Lucia, Galassi, Matteo, Grassi, Yasmine, Perticone, Francesco, Perticone, Maria, Battaglia, Rosa, Filice, Marco, Maio, Raffaele, Stanghellini, Vincenzo, Ruggeri, Eugenio, del Vecchio, Sara, Salvi, Andrea, Leonardi, Roberto, Damiani, Giampaolo, Capeci, William, Gabrielli, Armando, Mattioli, Massimo, Martino, Giuseppe Pio, Biondi, Lorenzo, Pettinari, Pietro, Ghio, Riccardo, Dal Col, Anna, Minisola, Salvatore, Colangelo, Luciano, Cilli, Mirella, Labbadia, Giancarlo, Afeltra, Antonella, Marigliano, Benedetta, Pipita, Maria Elena, Castellino, Pietro, Zanoli, Luca, Pignataro, Samuele, Gennaro, Alfio, Blanco, Julien, Saracco, Valter, Fogliati, Marisa, Bussolino, Carlo, Mete, Francesca, Gino, Miriam, Cittadini, Antonio, Vigorito, Carlo, Arcopinto, Michele, Salzano, Andrea, Bobbio, Emanuele, Marra, Alberto Maria, Sirico, Domenico, Moreo, Guido, Gasparini, Francesca, Prolo, Silvia, Pina, Gloria, Ballestrero, Alberto, Ferrando, Fabio, Berra, Sergio, Dassi, Simonetta, Nava, Maria Cristina, Graziella, Bruno, Baldassarre, Stefano, Fragapani, Salvatore, Gruden, Gabriella, Galanti, Giorgio, Mascherini, Gabriele, Petri, Cristian, Stefani, Laura, Girino, Margherita, Piccinelli, Valeria, Nasso, Francesco, Gioffre, Vincenza, Pasquale, Maria, Scattolin, Giuseppe, Martinelli, Sergio, Turrin, Mauro, Sechi, Leonardo, Catena, Cristina, Colussi, Gianluca, Passariello, Nicola, Rinaldi, Luca, Berti, Franco, Famularo, Giuseppe, Tarsitani, Patrizia, Castello, Roberto, Pasino, Michela, Ceda, Gian Paolo, Maggio, Marcello Giuseppe, Morganti, Simonetta, Artoni, Andrea, Del Giacco, Stefano, Firinu, Davide, Losa, Francesca, Paoletti, Giovanni, Costanzo, Giulia, Montalto, Giuseppe, Licata, Anna, Malerba, Valentina, Montalto, Filippo Alessandro, Lasco, Antonino, Basile, Giorgio, Catalano, Antonino, Malatino, Lorenzo, Stancanelli, Benedetta, Terranova, Valentina, Di Marca, Salvatore, Di Quattro, Rosario, La Malfa, Lara, Caruso, Rossella, Mecocci, Patrizia, Ruggiero, Carmelinda, Boccardi, Virginia, Meschi, Tiziana, Lauretani, Fulvio, Ticinesi, Andrea, Nouvenne, Antonio, Minuz, Pietro, Fondrieschi, Luigi, Pirisi, Mario, Fra, Gian Paolo, Sola, Daniele, Porta, Massimo, Riva, Piero, Quadri, Roberto, Larovere, Erica, Novelli, Marco, Scanzi, Giorgio, Mengoli, Caterina, Provini, Stella, Ricevuti, Laura, Simeone, Emilio, Scurti, Rosa, Tolloso, Fabio, Tarquini, Roberto, Valoriani, Alice, Dolenti, Silvia, Vannini, Giulia, Tedeschi, Alberto, Trotta, Lucia, Volpi, Riccardo, Bocchi, Pietro, Vignali, Alessandro, Harari, Sergio, Lonati, Chiara, Cattaneo, Mara, Duque Nieves, Ramirez, Molinero Alberto, Muela, Requejo Pedro, Abad, Pelaez Vanessa, Lopez, Lara, Tamargo, Viros Xavier, Corbella, Francesc, Formiga, Manglano Jesus, Diez, Tello Esperanza, Bejarano, Behamonte Esther, Del Corral, Puras Maria, Sevil, Romero, Manuel, Llorente Blanca, Pinilla, Gonzalez-Cobos Cristina, Lopez, Victoria, Villalba Garcia M., Saez, Lopez, Bosco, Juan, Baena Susana, Sanz, Gallego Marta, Arroyo, Becerra Concepcion, Gonzalez, Moyano Antonio, Fernandez, Gomez Hernandez, Mercedes, Poyato Borrego, Manuel, Cuadros Raquel, Pacheco, Rojas Florencia, Perez, Olid Beatriz, Garcia, Garcia Sara, Carrascosa, Cervellera Alfonso, Gonzalez-Cruz, Martinez Marta, Peinado, Cantero Alberto, Ruiz, Arraigosa Antonio, Albarracin, Guerrero Montserrat, Godoy, Miguel Angel, Baron Ramos, Jose Manuel, Machin, Veleiro Ignacio, Novo, Suarez Lucia, Alvela, Alfonso, Lopez, Bran David, Rubal, Vazquez Iria, Iniguez, and Prego Monica, Rios

Subjects
Male, medicine.medical_specialty, Population, Socio-culturale, Renal function, Disease, 030204 cardiovascular system & hematology, Elderly in-patients, 03 medical and health sciences, chemistry.chemical_compound, 0302 clinical medicine, Internal medicine, Acute care, Epidemiology, eGFR, 80 and over, Internal Medicine, medicine, Humans, Renal Insufficiency, Hospital Mortality, 030212 general & internal medicine, Renal Insufficiency, Chronic, Chronic, education, Glomerular filtration rate estimation, Aged, Aged, 80 and over, Estimation, Creatinine, education.field_of_study, business.industry, Prognosis, Female, Italy, Glomerular Filtration Rate, Hospitalization, medicine.disease, Elderly in-patients, Glomerular filtration rate estimation, Prognosis, eGFR, chemistry, business, Kidney disease
Abstract

The estimated glomerular filtration rate (eGFR) is a predictor of important outcomes and its reduction has been associated with the risk of all-cause mortality in both general population and elderly patients. However while reduced renal function is common in older people, the best method for estimating GFR remains unclear, especially in an acute care setting. Most studies analyzing the accuracy of eGFR in the elderly were carried out in different heterogeneous settings. In this study, we compare the prognostic value of different formulas estimating GFR in predicting the risk of in-hospital morbidity and mortality within 3 months from discharge in elderly hospitalized patients. Data were extracted from “Registro Politerapia Societa Italiana di Medicina Interna (REPOSI)”. Patients with available creatinine values at hospital admission were selected and eGFR was calculated according to the different formulas: Cockcroft-Gault, Modification of Diet in Renal Disease equation, Chronic Kidney Disease Epidemiology Collaboration, Berlin Initiative Study and Full Age Spectrum. 4621 patients were included in the analysis. Among these, 4.2% and 14.2% died during hospitalization and within 3 months from discharge, respectively. eGFR > 60 ml/min/1.73 m2 at admission was associated with a very low risk of mortality during the hospital stay and within 90 days from discharge, while an eGFR

Published
2018

47. Construction and Validation of a Frailty Index in Primary Care in Italy: The Health-Search Frailty Index

Author

Vetrano, Davide, Zucchelli, Alberto, Onder, Graziano, Bernabei, Roberto, Fratiglioni, Laura, Marengoni, Alessandra, and Lapi, Francesco

Subjects
Abstracts, Session 4395 (Paper), Health (social science), AcademicSubjects/SOC02600, Life-span and Life-course Studies, Frailty Measurement, Health Professions (miscellaneous)
Abstract

Recognizing frailty in primary care is important to implement personalized care pathways and for prognostication. The aim of this study was to build and validate a frailty index based on routinely collected primary care data in Italy. We used clinical data from 308,280 Italian primary care patients 60+ with at least 5 years of follow-up, part of the Health Search Database. A heuristic algorithm was used to select the deficits to be included in a highly performant frailty index. The fitness of the index was assessed through the c-statistics derived by survival models. Results were externally validated using the Swedish National Study on Aging and Care in Kungsholmen (SNAC-K). After testing 3.4 million of deficits combinations, 25 deficits were selected to be included in the Health Search Frailty Index (HS-FI). After adjusting by sex, age and geographical area, the HS-FI was associated with 5-year mortality (HR per 0.1 increase 1.99; 95%CI 1.95-2.02) and hospitalization rate (HR per 0.1 increase 1.25; 95%CI 1.23-1.27). In the external validation cohort, HS-FI independently predicted mortality, hospitalization, incident disability, incident dementia, and incident falls. This is the first frailty index built following a data-driven approach, using national representative primary care data. The implementation of such tool – derived by routinely collected data – in primary care software will ease the prompt, comparable and reliable recognition of frailty at the population level.

Published
2021

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