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1. Work-Related Stress Questionnaire: confirmatory factor analysis for construct validation by the PHRASI study.

Author

CEDRONE, F., STACCHINI, L., LA TORRE, G., BERSELLI, N., DE NICOLÒ, V., CAMINITI, M., ANCONA, A., MINUTOLO, G., MAZZA, C., COSMA, C., GALLINORO, V., CATALINI, A., GIANFREDI, V., NIETO, H., STANSFELD, S. A., PERRI, R., BUOMPRISCO, G., and DE SIO, S.

Abstract

OBJECTIVE: The purpose of this study is to validate the 13-item version of the Work-Related Stress Questionnaire (WRSQ) on a representative sample of Italian public health residents. MATERIALS AND METHODS: The WRSQ was administered as part of the Public Health Residents' Anonymous Survey in Italy (PHRASI) from 14 June to 26 July 2022. Collinearity between each questionnaire item was assessed with Kendall's t statistic. The latent factors identified associating similar items based on the authors' observations were workplace, job demand, support and unpleasant workplace. Goodness-of-fit was assessed with confirmatory factor analysis calculating: Comparative Fit Index (CFI), Tucker-Lewis Index (TLI), Root Mean Square Error of Approximation (RMSEA), Standardized Root-Mean-Residual (SRMR). Cronbach's alpha (a) and Omega McDonald (ω) were calculated to evaluate the reliability of the questionnaire. R 4.2.2 was used to perform the analyses. RESULTS: 379 Public Health residents (58% women) responded to the questionnaire. No significant collinearity was found between the items (t range -0.31 to 0.49). Confirmatory Factor Analysis s howed C FI = 0 .975, T LI = 0 .967, R MSEA = 0.041 and SRMR = 0.051. Internal consistency of the WRSQ Total Score was a = 0.80 and ω = 0.85. CONCLUSIONS: Although validated in a sectorial subpopulation of healthcare workers, the WRSQ proved to be an excellent tool for assessing work-related stress. Unpleasant workplace latent factors showed lower factor loading and internal consistency than others. This could be due to the fact that topics investigated with unpleasant workplace items (e.g., abuse and discrimination) are experienced on a less regular basis than the ones assessed through the other items. [ABSTRACT FROM AUTHOR]

Published
2024

4. Heparin in COVID-19 patients is associated with reduced in-hospital mortality: the multicentre Italian CORIST Study

Author

Walter Ageno, Raffaele Pesavento, Marinella Astuto, Katleen de Gaetano Donati, Francesca Santilli, Filippo Aucella, Eleonora Taddei, Marianna Meschiari, Laura Scorzolini, Biagio Pinchera, Giustino Parruti, Licia Iacoviello, Andrea Vianello, Gabriella Guarnieri, Arturo Montineri, Crizia Colombo, Carlo Signorelli, Lorenzo Blandi, Raffaele De Caterina, Maria Musso, Francesco Petri, Stefano Maitan, Anna Odone, Lucia Caiano, Francesca Crosta, Lorenzo Marra, Giuseppe Patti, Emanuela Pasi, Jovana Milic, Marco Olivieri, Claudia Colomba, Francesco Maria Fusco, Claudia Ravaglia, Alexandra Virano, Carlo Torti, Samir Al Moghazi, Venerino Poletti, Riccardo Maragna, Carlo Sanrocco, Sandro Mancarella, Greta Barbieri, Arturo Ciccullo, Leonardo Grisafi, Paola Simeone, Lorenzo Menicanti, Antonella Palimodde, Gloria Maccagni, Alessandra Vergori, Daniela Niola, Marco G. Mennuni, Gianpiero D'Offizi, Claudia Marotta, Damiano D'Ardes, Vincenzo Sangiovanni, Paolo Bonfanti, Giovanni Larizza, Francesco Di Gennaro, Alessandro Mengozzi, Massimo Mapelli, Giuseppe Di Tano, Laura Carrozzi, Antonella Agodi, Francesco Menichetti, Marialaura Bonaccio, Andrea Antinori, Marco Vinceti, Armando Leone, Franco Mastroianni, Silvia Marongiu, Filippo Minutolo, Giulio Maresca, Beatrice Molena, Nausicaa Berselli, Francesco Cipollone, Massimo Fantoni, Antonella Cingolani, Giovanni Guaraldi, Raffaella Sgariglia, Piergiuseppe Agostoni, Antonio Cascio, Maria Mazzitelli, Roberta Parisi, Augusto Di Castelnuovo, Gian Battista Danzi, Luca Aiello, Roberto Vettor, Elvira Grandone, Laura Vocciante, Emauele Graziani, Cristina Mussini, Marianna Rossi, Marco Rossato, Roberto Cauda, Rosa Arboretti, Alessandro Bartoloni, Simona Costanzo, Francesco Gianfagna, Andrea Rognoni, Ferruccio Madaro, Rossella Marcucci, Pasquale Abete, Francesco Cacciatore, Ivan Gentile, Di Castelnuovo, A, Costanzo, S, Antinori, A, Berselli, N, Blandi, L, Bonaccio, M, Cauda, R, Guaraldi, G, Menicanti, L, Mennuni, M, Parruti, G, Patti, G, Santilli, F, Signorelli, C, Vergori, A, Abete, P, Ageno, W, Agodi, A, Agostoni, P, Aiello, L, Al Moghazi, S, Arboretti, R, Astuto, M, Aucella, F, Barbieri, G, Bartoloni, A, Bonfanti, P, Cacciatore, F, Caiano, L, Carrozzi, L, Cascio, A, Ciccullo, A, Cingolani, A, Cipollone, F, Colomba, C, Colombo, C, Crosta, F, Danzi, G, D'Ardes, D, de Gaetano Donati, K, Di Gennaro, F, Di Tano, G, D'Offizi, G, Fantoni, M, Fusco, F, Gentile, I, Gianfagna, F, Grandone, E, Graziani, E, Grisafi, L, Guarnieri, G, Larizza, G, Leone, A, Maccagni, G, Madaro, F, Maitan, S, Mancarella, S, Mapelli, M, Maragna, R, Marcucci, R, Maresca, G, Marongiu, S, Marotta, C, Marra, L, Mastroianni, F, Mazzitelli, M, Mengozzi, A, Menichetti, F, Meschiari, M, Milic, J, Minutolo, F, Molena, B, Montineri, A, Mussini, C, Musso, M, Niola, D, Odone, A, Olivieri, M, Palimodde, A, Parisi, R, Pasi, E, Pesavento, R, Petri, F, Pinchera, B, Poletti, V, Ravaglia, C, Rognoni, A, Rossato, M, Rossi, M, Sangiovanni, V, Sanrocco, C, Scorzolini, L, Sgariglia, R, Simeone, P, Taddei, E, Torti, C, Vettor, R, Vianello, A, Vinceti, M, Virano, A, Vocciante, L, De Caterina, R, Iacoviello, L, Danzi, G. B, De Gaetano Donati, K, Fusco, F. M, Simeone, P. G, Iacoviello, L., Di Castelnuovo, Augusto, Costanzo, Simona, Antinori, Andrea, Berselli, Nausicaa, Blandi, Lorenzo, Bonaccio, Marialaura, Cauda, Roberto, Guaraldi, Giovanni, Menicanti, Lorenzo, Mennuni, Marco, Parruti, Giustino, Patti, Giuseppe, Santilli, Francesca, Signorelli, Carlo, Vergori, Alessandra, Abete, Pasquale, Ageno, Walter, Agodi, Antonella, Agostoni, Piergiuseppe, Aiello, Luca, Al Moghazi, Samir, Arboretti, Rosa, Astuto, Marinella, Aucella, Filippo, Barbieri, Greta, Bartoloni, Alessandro, Bonfanti, Paolo, Cacciatore, Francesco, Caiano, Lucia, Carrozzi, Laura, Cascio, Antonio, Ciccullo, Arturo, Cingolani, Antonella, Cipollone, Francesco, Colomba, Claudia, Colombo, Crizia, Crosta, Francesca, Danzi, Gian Battista, D'Ardes, Damiano, de Gaetano Donati, Katleen, Di Gennaro, Francesco, Di Tano, Giuseppe, D'Offizi, Gianpiero, Fantoni, Massimo, Fusco, Francesco Maria, Gentile, Ivan, Gianfagna, Francesco, Grandone, Elvira, Graziani, Emauele, Grisafi, Leonardo, Guarnieri, Gabriella, Larizza, Giovanni, Leone, Armando, Maccagni, Gloria, Madaro, Ferruccio, Maitan, Stefano, Mancarella, Sandro, Mapelli, Massimo, Maragna, Riccardo, Marcucci, Rossella, Maresca, Giulio, Marongiu, Silvia, Marotta, Claudia, Marra, Lorenzo, Mastroianni, Franco, Mazzitelli, Maria, Mengozzi, Alessandro, Menichetti, Francesco, Meschiari, Marianna, Milic, Jovana, Minutolo, Filippo, Molena, Beatrice, Montineri, Arturo, Mussini, Cristina, Musso, Maria, Niola, Daniela, Odone, Anna, Olivieri, Marco, Palimodde, Antonella, Parisi, Roberta, Pasi, Emanuela, Pesavento, Raffaele, Petri, Francesco, Pinchera, Biagio, Poletti, Venerino, Ravaglia, Claudia, Rognoni, Andrea, Rossato, Marco, Rossi, Marianna, Sangiovanni, Vincenzo, Sanrocco, Carlo, Scorzolini, Laura, Sgariglia, Raffaella, Simeone, Paola Giustina, Taddei, Eleonora, Torti, Carlo, Vettor, Roberto, Vianello, Andrea, Vinceti, Marco, Virano, Alexandra, Vocciante, Laura, De Caterina, Raffaele, Iacoviello, Licia, Di Castelnuovo A., Costanzo S., Antinori A., Berselli N., Blandi L., Bonaccio M., Cauda R., Guaraldi G., Menicanti L., Mennuni M., Parruti G., Patti G., Santilli F., Signorelli C., Vergori A., Abete P., Ageno W., Agodi A., Agostoni P., Aiello L., Al Moghazi S., Arboretti R., Astuto M., Aucella F., Barbieri G., Bartoloni A., Bonfanti P., Cacciatore F., Caiano L., Carrozzi L., Cascio A., Ciccullo A., Cingolani A., Cipollone F., Colomba C., Colombo C., Crosta F., Danzi G.B., D'Ardes D., De Gaetano Donati K., Di Gennaro F., Di Tano G., D'Offizi G., Fantoni M., Fusco F.M., Gentile I., Gianfagna F., Grandone E., Graziani E., Grisafi L., Guarnieri G., Larizza G., Leone A., MacCagni G., Madaro F., Maitan S., Mancarella S., Mapelli M., Maragna R., Marcucci R., Maresca G., Marongiu S., Marotta C., Marra L., Mastroianni F., Mazzitelli M., Mengozzi A., Menichetti F., Meschiari M., Milic J., Minutolo F., Molena B., Montineri A., Mussini C., Musso M., Niola D., Odone A., Olivieri M., Palimodde A., Parisi R., Pasi E., Pesavento R., Petri F., Pinchera B., Poletti V., Ravaglia C., Rognoni A., Rossato M., Rossi M., Sangiovanni V., Sanrocco C., Scorzolini L., Sgariglia R., Simeone P.G., Taddei E., Torti C., Vettor R., Vianello A., Vinceti M., Virano A., Vocciante L., De Caterina R., and Iacoviello L.

Subjects
Male, medicine.medical_specialty, Settore MED/17 - Malattie Infettive, coronavirus, heparin, 030204 cardiovascular system & hematology, Lower risk, law.invention, 03 medical and health sciences, 0302 clinical medicine, Randomized controlled trial, law, Internal medicine, Clinical endpoint, medicine, Humans, Thrombophilia, 030212 general & internal medicine, Hospital Mortality, Blood Coagulation, Survival analysis, Aged, Retrospective Studies, treatment, business.industry, Heparin, Mortality rate, COVID-19,mortality, Low-Molecular-Weight, Anticoagulants, COVID-19, Retrospective cohort study, Hematology, Heparin, Low-Molecular-Weight, Middle Aged, mortality, Survival Analysis, COVID-19 Drug Treatment, coagulation activation, coronaviru, Italy, treatments, Propensity score matching, Female, business, medicine.drug
Abstract

Introduction A hypercoagulable condition was described in patients with coronavirus disease 2019 (COVID-19) and proposed as a possible pathogenic mechanism contributing to disease progression and lethality. Aim We evaluated if in-hospital administration of heparin improved survival in a large cohort of Italian COVID-19 patients. Methods In a retrospective observational study, 2,574 unselected patients hospitalized in 30 clinical centers in Italy from February 19, 2020 to June 5, 2020 with laboratory-confirmed severe acute respiratory syndrome coronavirus-2 infection were analyzed. The primary endpoint in a time-to event analysis was in-hospital death, comparing patients who received heparin (low-molecular-weight heparin [LMWH] or unfractionated heparin [UFH]) with patients who did not. We used multivariable Cox proportional-hazards regression models with inverse probability for treatment weighting by propensity scores. Results Out of 2,574 COVID-19 patients, 70.1% received heparin. LMWH was largely the most used formulation (99.5%). Death rates for patients receiving heparin or not were 7.4 and 14.0 per 1,000 person-days, respectively. After adjustment for propensity scores, we found a 40% lower risk of death in patients receiving heparin (hazard ratio = 0.60; 95% confidence interval: 0.49–0.74; E-value = 2.04). This association was particularly evident in patients with a higher severity of disease or strong coagulation activation. Conclusion In-hospital heparin treatment was associated with a lower mortality, particularly in severely ill COVID-19 patients and in those with strong coagulation activation. The results from randomized clinical trials are eagerly awaited to provide clear-cut recommendations.

Published
2021

5. Disentangling the Association of Hydroxychloroquine Treatment with Mortality in Covid-19 Hospitalized Patients through Hierarchical Clustering

Author

Anna Sabena, Gabriele Giuliano, Raffaele Bruno, Francesco Cacciatore, Carlo Torti, Silvia Marongiu, Gloria Maccagni, Claudia Marotta, Giovanni Larizza, Francesco Petri, Massimo Mapelli, Giulio Maresca, Giulia Righetti, Alessandra Vergori, Ilaria Rossi, Damiano D'Ardes, Nicola Schiano Moriello, Ivan Gentile, Enrica Tamburrini, Luca Aiello, Piergiuseppe Agostoni, Antonio Cascio, Jovana Milic, Carlo Andrea Pivato, Agostino Virdis, Stefano Maitan, Francesco Cannata, Simona Costanzo, Carlo Signorelli, Franco Mastroianni, Federica Magni, Crizia Colombo, Giulio G. Stefanini, Lucia Caiano, Francesca Crosta, Lorenzo Marra, Giuseppe Patti, Katleen de Gaetano Donati, Valerio Langella, Annalisa Crisetti, Filippo Aucella, Antonella Cingolani, Francesco Salinaro, Augusto Di Castelnuovo, Giacomo Castiglione, Alessandro Gialluisi, Anna Odone, Cristina Mussini, Samir Al Moghazi, Lorenzo Blandi, Maria Musso, Marialaura Bonaccio, Raffaele De Caterina, Marco Olivieri, Roberto Cauda, Emanuela Pasi, Arturo Ciccullo, Stefano Perlini, Claudia Colomba, Antonella Palimodde, Gianpiero D'Offizi, Marco G. Mennuni, Walter Ageno, Raffaele Pesavento, Rosa Manuele, Roberta Mussinelli, Vincenzo Sangiovanni, Paolo Bonfanti, Andrea Antinori, Francesco Gianfagna, Andrea Rognoni, Laura Scorzolini, Riccardo Maragna, Rossella Marcucci, Filippo Minutolo, Armando Leone, Giustino Parruti, Licia Iacoviello, Lorenzo Menicanti, Sandro Mancarella, Rosa Arboretti, Greta Barbieri, Carlo Gaudiosi, Marco Rossato, Claudia Ravaglia, Andrea Vianello, Marianna Rossi, Emauele Graziani, Martina Barchitta, Giovanni Guaraldi, Enrico Maria Trecarichi, Gian Battista Danzi, Francesco Cipollone, Carlo Sanrocco, Marco Vinceti, Francesca Santilli, Marianna Meschiari, Gabriella Guarnieri, Antonella Agodi, Roberto Vettor, Raffaella Sgariglia, Ilaria My, Francesco Di Gennaro, Alessandro Mengozzi, Giuseppe Di Tano, Laura Carrozzi, Michele Spinicci, Venerino Poletti, Paola Simeone, Nausicaa Berselli, Francesco Maria Fusco, Di Castelnuovo A., Gialluisi A., Antinori A., Berselli N., Blandi L., Bonaccio M., Bruno R., Cauda R., Costanzo S., Guaraldi G., Menicanti L., Mennuni M., My I., Parruti G., Patti G., Perlini S., Santilli F., Signorelli C., Stefanini G., Vergori A., Ageno W., Agodi A., Agostoni P., Aiello L., Moghazi S.A., Arboretti R., Aucella F., Barbieri G., Barchitta M., Bonfanti P., Cacciatore F., Caiano L., Cannata F., Carrozzi L., Cascio A., Castiglione G., Cicullo A., Cingolani A., Cipollone F., Colomba C., Colombo C., Crisetti A., Crosta F., Danzi G.B., D'Ardes D., de Gaetano Donati K., Di Gennaro F., Di Tano G., D'Offizi G., Fusco F.M., Gaudiosi C., Gentile I., Gianfagna F., Giuliano G., Graziani E., Guarnieri G., Langella V., Larizza G., Leone A., Maccagni G., Magni F., Maitan S., Mancarella S., Manuele R., Mapelli M., Maragna R., Marcucci R., Maresca G., Marongiu S., Marotta C., Marra L., Mastroianni F., Mengozzi A., Meschiari M., Milic J., Minutolo F., Mussinelli R., Mussini C., Musso M., Odone A., Olivieri M., Palimodde A., Pasi E., Pesavento R., Petri F., Pivato C.A., Poletti V., Ravaglia C., Righetti G., Rognoni A., Rossato M., Rossi I., Rossi M., Sabena A., Salinaro F., Sangiovanni V., Sanrocco C., Moriello N.S., Scorzolini L., Sgariglia R., Simeone P.G., Spinicci M., Tamburrini E., Torti C., Trecarichi E.M., Vettor R., Vianello A., Vinceti M., Virdis A., de Caterina R., Iacoviello L., Di Castelnuovo, A, Gialluisi, A, Antinori, A, Berselli, N, Blandi, L, Bonaccio, M, Bruno, R, Cauda, R, Costanzo, S, Guaraldi, G, Menicanti, L, Mennuni, M, My, I, Parruti, G, Patti, G, Perlini, S, Santilli, F, Signorelli, C, Stefanini, G, Vergori, A, Ageno, W, Agodi, A, Agostoni, P, Aiello, L, Al Moghazi, S, Arboretti, R, Aucella, F, Barbieri, G, Barchitta, M, Bonfanti, P, Cacciatore, F, Caiano, L, Cannata, F, Carrozzi, L, Cascio, A, Castiglione, G, Cicullo, A, Cingolani, A, Cipollone, F, Colomba, C, Colombo, C, Crisetti, A, Crosta, F, Danzi, G, D'Ardes, D, de Gaetano Donati, K, Di Gennaro, F, Di Tano, G, D'Offizi, G, Fusco, F, Gaudiosi, C, Gentile, I, Gianfagna1, F, Giuliano, G, Graziani, E, Guarnieri, G, Langella, V, Larizza, G, Leone, A, Maccagni, G, Magni, F, Maitan, S, Mancarella, S, Manuele, R, Mapelli, M, Maragna, R, Marcucci, R, Maresca, G, Marongiu, S, Marotta, C, Marra, L, Mastroianni, F, Mengozzi, A, Meschiari, M, Milic, J, Minutolo, F, Mussinelli, R, Mussini, C, Musso, M, Odone, A, Olivieri, M, Palimodde, A, Pasi, E, Pesavento, R, Petri, F, Pivato, C, Poletti, V, Ravaglia, C, Righetti, G, Rognoni, A, Rossato, M, Rossi, I, Rossi, M, Sabena, A, Salinaro, F, Sangiovanni, V, Sanrocco, C, Schiano Moriello, N, Scorzolini, L, Sgariglia, R, Simeone, P, Spinicci, M, Tamburrini, E, Torti, C, Trecarichi, E, Vettor, R, Vianello, A, Vinceti, M, Virdis, A, De Caterina, R, Iacoviello, L, Di Castelnuovo, A., Gialluisi, A., Antinori, A., Berselli, N., Blandi, L., Bonaccio, M., Bruno, R., Cauda, R., Costanzo, S., Guaraldi, G., Menicanti, L., Mennuni, M., My, I., Parruti, G., Patti, G., Perlini, S., Santilli, F., Signorelli, C., Stefanini, G., Vergori, A., Ageno, W., Agodi, A., Agostoni, P., Aiello, L., Moghazi, S. A., Arboretti, R., Aucella, F., Barbieri, G., Barchitta, M., Bonfanti, P., Cacciatore, F., Caiano, L., Cannata, F., Carrozzi, L., Cascio, A., Castiglione, G., Cicullo, A., Cingolani, A., Cipollone, F., Colomba, C., Colombo, C., Crisetti, A., Crosta, F., Danzi, G. B., D’Ardes, D., de Gaetano Donati, K., Di Gennaro, F., Di Tano, G., D’Offizi, G., Fusco, F. M., Gaudiosi, C., Gentile, I., Gianfagna, F., Giuliano, G., Graziani, E., Guarnieri, G., Langella, V., Larizza, G., Leone, A., Maccagni, G., Magni, F., Maitan, S., Mancarella, S., Manuele, R., Mapelli, M., Maragna, R., Marcucci, R., Maresca, G., Marongiu, S., Marotta, C., Marra, L., Mastroianni, F., Mengozzi, A., Meschiari, M., Milic, J., Minutolo, F., Mussinelli, R., Mussini, C., Musso, M., Odone, A., Olivieri, M., Palimodde, A., Pasi, E., Pesavento, R., Petri, F., Pivato, C. A., Poletti, V., Ravaglia, C., Righetti, G., Rognoni, A., Rossato, M., Rossi, I., Rossi, M., Sabena, A., Salinaro, F., Sangiovanni, V., Sanrocco, C., Moriello, N. S., Scorzolini, L., Sgariglia, R., Simeone, P. G., Spinicci, M., Tamburrini, E., Torti, C., Trecarichi, E. M., Vettor, R., Vianello, A., Vinceti, M., Virdis, A., de Caterina, R., and Iacoviello, L.

Subjects
Male, Medicine (General), Antimalarial, 030204 cardiovascular system & hematology, Severity of Illness Index, Hospital Mortality, 0302 clinical medicine, Retrospective Studie, 80 and over, Cluster Analysis, 030212 general & internal medicine, Aged, Aged, 80 and over, Antimalarials, COVID-19, Female, Humans, Hydroxychloroquine, Italy, Middle Aged, Retrospective Studies, SARS-CoV-2, Treatment Outcome, Biotechnology, medicine.drug, Research Article, medicine.medical_specialty, Article Subject, Biomedical Engineering, Renal function, Health Informatics, 03 medical and health sciences, R5-920, Internal medicine, Diabetes mellitus, Severity of illness, medicine, Medical technology, R855-855.5, Cluster Analysi, business.industry, Cancer, Retrospective cohort study, medicine.disease, Obesity, COVID-19 Drug Treatment, Surgery, Observational study, business
Abstract

The efficacy of hydroxychloroquine (HCQ) in treating SARS-CoV-2 infection is harshly debated, with observational and experimental studies reporting contrasting results. To clarify the role of HCQ in Covid-19 patients, we carried out a retrospective observational study of 4,396 unselected patients hospitalized for Covid-19 in Italy (February–May 2020). Patients’ characteristics were collected at entry, including age, sex, obesity, smoking status, blood parameters, history of diabetes, cancer, cardiovascular and chronic pulmonary diseases, and medications in use. These were used to identify subtypes of patients with similar characteristics through hierarchical clustering based on Gower distance. Using multivariable Cox regressions, these clusters were then tested for association with mortality and modification of effect by treatment with HCQ. We identified two clusters, one of 3,913 younger patients with lower circulating inflammation levels and better renal function, and one of 483 generally older and more comorbid subjects, more prevalently men and smokers. The latter group was at increased death risk adjusted by HCQ (HR[CI95%] = 3.80[3.08-4.67]), while HCQ showed an independent inverse association (0.51[0.43-0.61]), as well as a significant influence of cluster∗HCQ interaction ( p < 0.001 ). This was driven by a differential association of HCQ with mortality between the high (0.89[0.65-1.22]) and the low risk cluster (0.46[0.39-0.54]). These effects survived adjustments for additional medications in use and were concordant with associations with disease severity and outcome. These findings suggest a particularly beneficial effect of HCQ within low risk Covid-19 patients and may contribute to clarifying the current controversy on HCQ efficacy in Covid-19 treatment.

Published
2021
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6. Lopinavir/ritonavir and darunavir/cobicistat in hospitalized covid-19 patients: Findings from the multicenter italian corist study

Author

Augusto Di Castelnuovo, Simona Costanzo, Andrea Antinori, Nausicaa Berselli, Lorenzo Blandi, Marialaura Bonaccio, Raffaele Bruno, Roberto Cauda, Alessandro Gialluisi, Giovanni Guaraldi, Lorenzo Menicanti, Marco Mennuni, Ilaria My, Agostino Parruti, Giuseppe Patti, Stefano Perlini, Francesca Santilli, Carlo Signorelli, Giulio G. Stefanini, Alessandra Vergori, Walter Ageno, Luca Aiello, Piergiuseppe Agostoni, Samir Al Moghazi, Rosa Arboretti, Filippo Aucella, Greta Barbieri, Martina Barchitta, Alessandro Bartoloni, Carolina Bologna, Paolo Bonfanti, Lucia Caiano, Laura Carrozzi, Antonio Cascio, Giacomo Castiglione, Mauro Chiarito, Arturo Ciccullo, Antonella Cingolani, Francesco Cipollone, Claudia Colomba, Crizia Colombo, Francesco Crosta, Giovanni Dalena, Chiara Dal Pra, Gian Battista Danzi, Damiano D'Ardes, Katleen de Gaetano Donati, Francesco Di Gennaro, Giuseppe Di Tano, Gianpiero D'Offizi, Tommaso Filippini, Francesco Maria Fusco, Carlo Gaudiosi, Ivan Gentile, Giancarlo Gini, Elvira Grandone, Gabriella Guarnieri, Gennaro L. F. Lamanna, Giovanni Larizza, Armando Leone, Veronica Lio, Angela Raffaella Losito, Gloria Maccagni, Stefano Maitan, Sandro Mancarella, Rosa Manuele, Massimo Mapelli, Riccardo Maragna, Lorenzo Marra, Giulio Maresca, Claudia Marotta, Franco Mastroianni, Maria Mazzitelli, Alessandro Mengozzi, Francesco Menichetti, Jovana Milic, Filippo Minutolo, Beatrice Molena, R. Mussinelli, Cristina Mussini, Maria Musso, Anna Odone, Marco Olivieri, Emanuela Pasi, Annalisa Perroni, Francesco Petri, Biagio Pinchera, Carlo A. Pivato, Venerino Poletti, Claudia Ravaglia, Marco Rossato, Marianna Rossi, Anna Sabena, Francesco Salinaro, Vincenzo Sangiovanni, Carlo Sanrocco, Laura Scorzolini, Raffaella Sgariglia, Paola Giustina Simeone, Michele Spinicci, Enrico Maria Trecarichi, Giovanni Veronesi, Roberto Vettor, Andrea Vianello, Marco Vinceti, Elena Visconti, Laura Vocciante, Raffaele De Caterina, Licia Iacoviello, The COVID-19 RISK and Treatments (CORIST) Collaboration, Di Castelnuovo, Augusto, Costanzo, Simona, Antinori, Andrea, Berselli, Nausicaa, Blandi, Lorenzo, Bonaccio, Marialaura, Bruno, Raffaele, Cauda, Roberto, Gialluisi, Alessandro, Guaraldi, Giovanni, Menicanti, Lorenzo, Mennuni, Marco, My, Ilaria, Parruti, Agostino, Patti, Giuseppe, Perlini, Stefano, Santilli, Francesca, Signorelli, Carlo, Stefanini, Giulio G, Vergori, Alessandra, Ageno, Walter, Aiello, Luca, Agostoni, Piergiuseppe, Al Moghazi, Samir, Arboretti, Rosa, Aucella, Filippo, Barbieri, Greta, Barchitta, Martina, Bartoloni, Alessandro, Bologna, Carolina, Bonfanti, Paolo, Caiano, Lucia, Carrozzi, Laura, Cascio, Antonio, Castiglione, Giacomo, Chiarito, Mauro, Ciccullo, Arturo, Cingolani, Antonella, Cipollone, Francesco, Colomba, Claudia, Colombo, Crizia, Crosta, Francesco, Dalena, Giovanni, Dal Pra, Chiara, Danzi, Gian Battista, D'Ardes, Damiano, de Gaetano Donati, Katleen, Di Gennaro, Francesco, Di Tano, Giuseppe, D'Offizi, Gianpiero, Filippini, Tommaso, Maria Fusco, Francesco, Gaudiosi, Carlo, Gentile, Ivan, Gini, Giancarlo, Grandone, Elvira, Guarnieri, Gabriella, Lamanna, Gennaro L F, Larizza, Giovanni, Leone, Armando, Lio, Veronica, Losito, Angela Raffaella, Maccagni, Gloria, Maitan, Stefano, Mancarella, Sandro, Manuele, Rosa, Mapelli, Massimo, Maragna, Riccardo, Marra, Lorenzo, Maresca, Giulio, Marotta, Claudia, Mastroianni, Franco, Mazzitelli, Maria, Mengozzi, Alessandro, Menichetti, Francesco, Milic, Jovana, Minutolo, Filippo, Molena, Beatrice, Mussinelli, R, Mussini, Cristina, Musso, Maria, Odone, Anna, Olivieri, Marco, Pasi, Emanuela, Perroni, Annalisa, Petri, Francesco, Pinchera, Biagio, Pivato, Carlo A, Poletti, Venerino, Ravaglia, Claudia, Rossato, Marco, Rossi, Marianna, Sabena, Anna, Salinaro, Francesco, Sangiovanni, Vincenzo, Sanrocco, Carlo, Scorzolini, Laura, Sgariglia, Raffaella, Simeone, Paola Giustina, Spinicci, Michele, Trecarichi, Enrico Maria, Veronesi, Giovanni, Vettor, Roberto, Vianello, Andrea, Vinceti, Marco, Visconti, Elena, Vocciante, Laura, De Caterina, Raffaele, Iacoviello, Licia, Di Castelnuovo, A, Costanzo, S, Antinori, A, Berselli, N, Blandi, L, Bonaccio, M, Bruno, R, Cauda, R, Gialluisi, A, Guaraldi, G, Menicanti, L, Mennuni, M, My, I, Parruti, A, Patti, G, Perlini, S, Santilli, F, Signorelli, C, Stefanini, G, Vergori, A, Ageno, W, Aiello, L, Agostoni, P, Al Moghazi, S, Arboretti, R, Aucella, F, Barbieri, G, Barchitta, M, Bartoloni, A, Bologna, C, Bonfanti, P, Caiano, L, Carrozzi, L, Cascio, A, Castiglione, G, Chiarito, M, Ciccullo, A, Cingolani, A, Cipollone, F, Colomba, C, Colombo, C, Crosta, F, Dalena, G, Dal Pra, C, Danzi, G, D'Ardes, D, de Gaetano Donati, K, Di Gennaro, F, Di Tano, G, D'Offizi, G, Filippini, T, Maria Fusco, F, Gaudiosi, C, Gentile, I, Gini, G, Grandone, E, Guarnieri, G, Lamanna, G, Larizza, G, Leone, A, Lio, V, Losito, A, Maccagni, G, Maitan, S, Mancarella, S, Manuele, R, Mapelli, M, Maragna, R, Marra, L, Maresca, G, Marotta, C, Mastroianni, F, Mazzitelli, M, Mengozzi, A, Menichetti, F, Milic, J, Minutolo, F, Molena, B, Mussini, C, Musso, M, Odone, A, Olivieri, M, Pasi, E, Perroni, A, Petri, F, Pinchera, B, Pivato, C, Poletti, V, Ravaglia, C, Rossato, M, Rossi, M, Sabena, A, Salinaro, F, Sangiovanni, V, Sanrocco, C, Scorzolini, L, Sgariglia, R, Simeone, P, Spinicci, M, Trecarichi, E, Veronesi, G, Vettor, R, Vianello, A, Vinceti, M, Visconti, E, Vocciante, L, De Caterina, R, Iacoviello, L, Di Castelnuovo, A., Costanzo, S., Antinori, A., Berselli, N., Blandi, L., Bonaccio, M., Bruno, R., Cauda, R., Gialluisi, A., Guaraldi, G., Menicanti, L., Mennuni, M., My, I., Parruti, A., Patti, G., Perlini, S., Santilli, F., Signorelli, C., Stefanini, G. G., Vergori, A., Ageno, W., Aiello, L., Agostoni, P., Moghazi, S. A., Arboretti, R., Aucella, F., Barbieri, G., Barchitta, M., Bartoloni, A., Bologna, C., Bonfanti, P., Caiano, L., Carrozzi, L., Cascio, A., Castiglione, G., Chiarito, M., Ciccullo, A., Cingolani, A., Cipollone, F., Colomba, C., Colombo, C., Crosta, F., Dalena, G., Dal Pra, C., Danzi, G. B., D'Ardes, D., Donati, K. G., Di Gennaro, F., Di Tano, G., D'Offizi, G., Filippini, T., Fusco, F. M., Gaudiosi, C., Gentile, I., Gini, G., Grandone, E., Guarnieri, G., Lamanna, G. L. F., Larizza, G., Leone, A., Lio, V., Losito, A. R., Maccagni, G., Maitan, S., Mancarella, S., Manuele, R., Mapelli, M., Maragna, R., Marra, L., Maresca, G., Marotta, C., Mastroianni, F., Mazzitelli, M., Mengozzi, A., Menichetti, F., Milic, J., Minutolo, F., Molena, B., Mussinelli, R., Mussini, C., Musso, M., Odone, A., Olivieri, M., Pasi, E., Perroni, A., Petri, F., Pinchera, B., Pivato, C. A., Poletti, V., Ravaglia, C., Rossato, M., Rossi, M., Sabena, A., Salinaro, F., Sangiovanni, V., Sanrocco, C., Scorzolini, L., Sgariglia, R., Simeone, P. G., Spinicci, M., Trecarichi, E. M., Veronesi, G., Vettor, R., Vianello, A., Vinceti, M., Visconti, E., Vocciante, L., Caterina, R. D., Iacoviello, L., Di Castelnuovo A., Costanzo S., Antinori A., Berselli N., Blandi L., Bonaccio M., Bruno R., Cauda R., Gialluisi A., Guaraldi G., Menicanti L., Mennuni M., My I., Parruti A., Patti G., Perlini S., Santilli F., Signorelli C., Stefanini G.G., Vergori A., Ageno W., Aiello L., Agostoni P., Moghazi S.A., Arboretti R., Aucella F., Barbieri G., Barchitta M., Bartoloni A., Bologna C., Bonfanti P., Caiano L., Carrozzi L., Cascio A., Castiglione G., Chiarito M., Ciccullo A., Cingolani A., Cipollone F., Colomba C., Colombo C., Crosta F., Dalena G., Dal Pra C., Danzi G.B., D'ardes D., Donati K.G., Di Gennaro F., Di Tano G., D'offizi G., Filippini T., Fusco F.M., Gaudiosi C., Gentile I., Gini G., Grandone E., Guarnieri G., Lamanna G.L.F., Larizza G., Leone A., Lio V., Losito A.R., Maccagni G., Maitan S., Mancarella S., Manuele R., Mapelli M., Maragna R., Marra L., Maresca G., Marotta C., Mastroianni F., Mazzitelli M., Mengozzi A., Menichetti F., Milic J., Minutolo F., Molena B., Mussinelli R., Mussini C., Musso M., Odone A., Olivieri M., Pasi E., Perroni A., Petri F., Pinchera B., Pivato C.A., Poletti V., Ravaglia C., Rossato M., Rossi M., Sabena A., Salinaro F., Sangiovanni V., Sanrocco C., Scorzolini L., Sgariglia R., Simeone P.G., Spinicci M., Trecarichi E.M., Veronesi G., Vettor R., Vianello A., Vinceti M., Visconti E., Vocciante L., Caterina R.D., and Iacoviello L.

Subjects
Medicine (General), medicine.medical_specialty, Lopinavir/ritonavir, Lopinavir, R5-920, Internal medicine, medicine, Darunavir, Original Research, COVID-19, In-hospital mortality, SARS-CoV-2, darunavir, in-hospital mortality, lopinavir, business.industry, Cobicistat, Mortality rate, General Medicine, medicine.disease, Propensity score matching, Medicine, Ritonavir, business, medicine.drug, Kidney disease
Abstract

Background: Protease inhibitors have been considered as possible therapeutic agents for COVID-19 patients.Objectives: To describe the association between lopinavir/ritonavir (LPV/r) or darunavir/cobicistat (DRV/c) use and in-hospital mortality in COVID-19 patients.Study Design: Multicenter observational study of COVID-19 patients admitted in 33 Italian hospitals. Medications, preexisting conditions, clinical measures, and outcomes were extracted from medical records. Patients were retrospectively divided in three groups, according to use of LPV/r, DRV/c or none of them. Primary outcome in a time-to event analysis was death. We used Cox proportional-hazards models with inverse probability of treatment weighting by multinomial propensity scores.Results: Out of 3,451 patients, 33.3% LPV/r and 13.9% received DRV/c. Patients receiving LPV/r or DRV/c were more likely younger, men, had higher C-reactive protein levels while less likely had hypertension, cardiovascular, pulmonary or kidney disease. After adjustment for propensity scores, LPV/r use was not associated with mortality (HR = 0.94, 95% CI 0.78 to 1.13), whereas treatment with DRV/c was associated with a higher death risk (HR = 1.89, 1.53 to 2.34, E-value = 2.43). This increased risk was more marked in women, in elderly, in patients with higher severity of COVID-19 and in patients receiving other COVID-19 drugs.Conclusions: In a large cohort of Italian patients hospitalized for COVID-19 in a real-life setting, the use of LPV/r treatment did not change death rate, while DRV/c was associated with increased mortality. Within the limits of an observational study, these data do not support the use of LPV/r or DRV/c in COVID-19 patients.

Published
2021

7. Common cardiovascular risk factors and in-hospital mortality in 3,894 patients with COVID-19: survival analysis and machine learning-based findings from the multicentre Italian CORIST Study

Author

Augusto Di Castelnuovo, Marialaura Bonaccio, Simona Costanzo, Alessandro Gialluisi, Andrea Antinori, Nausicaa Berselli, Lorenzo Blandi, Raffaele Bruno, Roberto Cauda, Giovanni Guaraldi, Ilaria My, Lorenzo Menicanti, Giustino Parruti, Giuseppe Patti, Stefano Perlini, Francesca Santilli, Carlo Signorelli, Giulio G. Stefanini, Alessandra Vergori, Amina Abdeddaim, Walter Ageno, Antonella Agodi, Piergiuseppe Agostoni, Luca Aiello, Samir Al Moghazi, Filippo Aucella, Greta Barbieri, Alessandro Bartoloni, Carolina Bologna, Paolo Bonfanti, Serena Brancati, Francesco Cacciatore, Lucia Caiano, Francesco Cannata, Laura Carrozzi, Antonio Cascio, Antonella Cingolani, Francesco Cipollone, Claudia Colomba, Annalisa Crisetti, Francesca Crosta, Gian B. Danzi, Damiano D'Ardes, Katleen de Gaetano Donati, Francesco Di Gennaro, Gisella Di Palma, Giuseppe Di Tano, Massimo Fantoni, Tommaso Filippini, Paola Fioretto, Francesco M. Fusco, Ivan Gentile, Leonardo Grisafi, Gabriella Guarnieri, Francesco Landi, Giovanni Larizza, Armando Leone, Gloria Maccagni, Sandro Maccarella, Massimo Mapelli, Riccardo Maragna, Rossella Marcucci, Giulio Maresca, Claudia Marotta, Lorenzo Marra, Franco Mastroianni, Alessandro Mengozzi, Francesco Menichetti, Jovana Milic, Rita Murri, Arturo Montineri, Roberta Mussinelli, Cristina Mussini, Maria Musso, Anna Odone, Marco Olivieri, Emanuela Pasi, Francesco Petri, Biagio Pinchera, Carlo A. Pivato, Roberto Pizzi, Venerino Poletti, Francesca Raffaelli, Claudia Ravaglia, Giulia Righetti, Andrea Rognoni, Marco Rossato, Marianna Rossi, Anna Sabena, Francesco Salinaro, Vincenzo Sangiovanni, Carlo Sanrocco, Antonio Scarafino, Laura Scorzolini, Raffaella Sgariglia, Paola G. Simeone, Enrico Spinoni, Carlo Torti, Enrico M. Trecarichi, Francesca Vezzani, Giovanni Veronesi, Roberto Vettor, Andrea Vianello, Marco Vinceti, Raffaele De Caterina, Licia Iacoviello, Di Castelnuovo, A., Bonaccio, M., Costanzo, S., Gialluisi, A., Antinori, A., Berselli, N., Blandi, L., Bruno, R., Cauda, R., Guaraldi, G., My, I., Menicanti, L., Parruti, G., Patti, G., Perlini, S., Santilli, F., Signorelli, C., Stefanini, G. G., Vergori, A., Abdeddaim, A., Ageno, W., Agodi, A., Agostoni, P., Aiello, L., Al Moghazi, S., Aucella, F., Barbieri, G., Bartoloni, A., Bologna, C., Bonfanti, P., Brancati, S., Cacciatore, F., Caiano, L., Cannata, F., Carrozzi, L., Cascio, A., Cingolani, A., Cipollone, F., Colomba, C., Crisetti, A., Crosta, F., Danzi, G. B., D'Ardes, D., de Gaetano Donati, K., Di Gennaro, F., Di Palma, G., Di Tano, G., Fantoni, M., Filippini, T., Fioretto, P., Fusco, F. M., Gentile, I., Grisafi, L., Guarnieri, G., Landi, F., Larizza, G., Leone, A., Maccagni, G., Maccarella, S., Mapelli, M., Maragna, R., Marcucci, R., Maresca, G., Marotta, C., Marra, L., Mastroianni, F., Mengozzi, A., Menichetti, F., Milic, J., Murri, R., Montineri, A., Mussinelli, R., Mussini, C., Musso, M., Odone, A., Olivieri, M., Pasi, E., Petri, F., Pinchera, B., Pivato, C. A., Pizzi, R., Poletti, V., Raffaelli, F., Ravaglia, C., Righetti, G., Rognoni, A., Rossato, M., Rossi, M., Sabena, A., Salinaro, F., Sangiovanni, V., Sanrocco, C., Scarafino, A., Scorzolini, L., Sgariglia, R., Simeone, P. G., Spinoni, E., Torti, C., Trecarichi, E. M., Vezzani, F., Veronesi, G., Vettor, R., Vianello, A., Vinceti, M., De Caterina, R., Iacoviello, L., Di Castelnuovo, Augusto, Bonaccio, Marialaura, Costanzo, Simona, Gialluisi, Alessandro, Antinori, Andrea, Berselli, Nausicaa, Blandi, Lorenzo, Bruno, Raffaele, Cauda, Roberto, Guaraldi, Giovanni, My, Ilaria, Menicanti, Lorenzo, Parruti, Giustino, Patti, Giuseppe, Perlini, Stefano, Santilli, Francesca, Signorelli, Carlo, Stefanini, Giulio G, Vergori, Alessandra, Abdeddaim, Amina, Ageno, Walter, Agodi, Antonella, Agostoni, Piergiuseppe, Aiello, Luca, Al Moghazi, Samir, Aucella, Filippo, Barbieri, Greta, Bartoloni, Alessandro, Bologna, Carolina, Bonfanti, Paolo, Brancati, Serena, Cacciatore, Francesco, Caiano, Lucia, Cannata, Francesco, Carrozzi, Laura, Cascio, Antonio, Cingolani, Antonella, Cipollone, Francesco, Colomba, Claudia, Crisetti, Annalisa, Crosta, Francesca, Danzi, Gian B, D'Ardes, Damiano, de Gaetano Donati, Katleen, Di Gennaro, Francesco, Di Palma, Gisella, Di Tano, Giuseppe, Fantoni, Massimo, Filippini, Tommaso, Fioretto, Paola, Fusco, Francesco M, Gentile, Ivan, Grisafi, Leonardo, Guarnieri, Gabriella, Landi, Francesco, Larizza, Giovanni, Leone, Armando, Maccagni, Gloria, Maccarella, Sandro, Mapelli, Massimo, Maragna, Riccardo, Marcucci, Rossella, Maresca, Giulio, Marotta, Claudia, Marra, Lorenzo, Mastroianni, Franco, Mengozzi, Alessandro, Menichetti, Francesco, Milic, Jovana, Murri, Rita, Montineri, Arturo, Mussinelli, Roberta, Mussini, Cristina, Musso, Maria, Odone, Anna, Olivieri, Marco, Pasi, Emanuela, Petri, Francesco, Pinchera, Biagio, Pivato, Carlo A, Pizzi, Roberto, Poletti, Venerino, Raffaelli, Francesca, Ravaglia, Claudia, Righetti, Giulia, Rognoni, Andrea, Rossato, Marco, Rossi, Marianna, Sabena, Anna, Salinaro, Francesco, Sangiovanni, Vincenzo, Sanrocco, Carlo, Scarafino, Antonio, Scorzolini, Laura, Sgariglia, Raffaella, Simeone, Paola G, Spinoni, Enrico, Torti, Carlo, Trecarichi, Enrico M, Vezzani, Francesca, Veronesi, Giovanni, Vettor, Roberto, Vianello, Andrea, Vinceti, Marco, De Caterina, Raffaele, Iacoviello, Licia, Di Castelnuovo, A, Bonaccio, M, Costanzo, S, Gialluisi, A, Antinori, A, Berselli, N, Blandi, L, Bruno, R, Cauda, R, Guaraldi, G, My, I, Menicanti, L, Parruti, A, Patti, G, Perlini, S, Santilli, F, Signorelli, C, Stefanini, G, Vergori, A, Abdeddaim, A, Ageno, W, Agodi, A, Agostoni, P, Aiello, L, Al Moghazi, S, Aucella, F, Barbieri, G, Bartoloni, A, Bologna, C, Bonfanti, P, Brancati, S, Cacciatore, F, Caiano, L, Cannata, F, Carrozzi, L, Cascio, A, Cingolani, A, Cipollone, F, Colomba, C, Crisetti, A, Crosta, F, Danzi, G, D'Ardes, D, de Gaetano Donati, K, Di Gennaro, F, Di Palma, G, Di Tano, G, Fantoni, M, Filippini, T, Fioretto, P, Fusco, F, Gentile, I, Grisafi, L, Guarnieri, G, Landi, F, Larizza, G, Leone, A, Maccagni, G, Maccarella, S, Mapelli, M, Maragna, R, Marcucci, R, Maresca, G, Marotta, C, Marra, L, Mastroianni, F, Mengozzi, A, Menichetti, F, Milic, J, Miurri, R, Montineri, A, Mussinelli, R, Mussini, C, Musso, M, Odone, A, Olivieri, M, Pasi, E, Petri, F, Pinchera, B, Pivato, C, Pizzi, R, Poletti, V, Raffaelli, F, Ravaglia, C, Righetti, G, Rognoni, A, Rossato, M, Rossi, M, Sabena, A, Salinaro, F, Sangiovanni, V, Sanrocco, C, Scarafino, A, Scorzolini, L, Sgariglia, R, Simeone, P, Spinoni, E, Torti, C, Trecarichi, E, Vezzani, F, Veronesi, G, Vettor, R, Vianello, A, Vinceti, M, De Caterina, R, and Iacoviello, L

Subjects
Male, Epidemiology, Endocrinology, Diabetes and Metabolism, Medicine (miscellaneous), 030204 cardiovascular system & hematology, computer.software_genre, Machine Learning, 0302 clinical medicine, Retrospective Studie, Risk Factors, Cardiovascular Disease, 80 and over, Medicine, Age Factor, Viral, Hospital Mortality, Betacoronavirus Hospital Mortality, Young adult, Aged, 80 and over, Nutrition and Dietetics, COVID-19, In-hospital mortality, Risk factors, Mortality rate, Hazard ratio, Age Factors, Middle Aged, C-Reactive Protein, Cardiovascular Diseases, Female, Survival Analysi, Cardiology and Cardiovascular Medicine, Coronavirus Infections, Human, Glomerular Filtration Rate, Adult, medicine.medical_specialty, Adolescent, Pneumonia, Viral, 030209 endocrinology & metabolism, Settore MED/17 - MALATTIE INFETTIVE, Machine learning, Aged, Humans, Pandemics, Retrospective Studies, SARS-CoV-2, Survival Analysis, Young Adult, Betacoronavirus, Article, 03 medical and health sciences, Risk factor, Survival analysis, Pandemic, Betacoronaviru, business.industry, Coronavirus Infection, Risk Factor, Retrospective cohort study, Pneumonia, Confidence interval, Artificial intelligence, business, computer
Abstract

Background and aims There is poor knowledge on characteristics, comorbidities and laboratory measures associated with risk for adverse outcomes and in-hospital mortality in European Countries. We aimed at identifying baseline characteristics predisposing COVID-19 patients to in-hospital death. Methods and results Retrospective observational study on 3894 patients with SARS-CoV-2 infection hospitalized from February 19th to May 23rd, 2020 and recruited in 30 clinical centres distributed throughout Italy. Machine learning (random forest)-based and Cox survival analysis. 61.7% of participants were men (median age 67 years), followed up for a median of 13 days. In-hospital mortality exhibited a geographical gradient, Northern Italian regions featuring more than twofold higher death rates as compared to Central/Southern areas (15.6% vs 6.4%, respectively). Machine learning analysis revealed that the most important features in death classification were impaired renal function, elevated C reactive protein and advanced age. These findings were confirmed by multivariable Cox survival analysis (hazard ratio (HR): 8.2; 95% confidence interval (CI) 4.6–14.7 for age ≥85 vs 18–44 y); HR = 4.7; 2.9–7.7 for estimated glomerular filtration rate levels, Highlights • Impaired renal function, elevated C-reactive protein and advanced age were major indicators of death in COVID-19 patients. • These associations were substantially homogenous across all sub-groups analysed. • No relation was found with obesity, tobacco use, cardiovascular disease and related-comorbidities. • Death rates were higher in the Northern as opposed to Central-Southern Italian regions.

Published
2020

8. Use of hydroxychloroquine in hospitalised COVID-19 patients is associated with reduced mortality: Findings from the observational multicentre Italian CORIST study

Author

Venerino Poletti, Damiano D'Ardes, Paola Simeone, Cristina Mussini, Giustino Parruti, Sandro Maccarella, Licia Iacoviello, Giulio G. Stefanini, Roberta Mussinelli, Vincenzo Sangiovanni, Paolo Bonfanti, Roberto Vettor, Andrea Vianello, Arturo Montineri, Roberto Cauda, Elvira Grandone, Maria Mazzitelli, Claudia Ravaglia, Marialaura Bonaccio, Giulio Maresca, Francesco Di Gennaro, Alessandro Mengozzi, Anna Sabena, Gian Battista Danzi, Giuseppe Di Tano, Emanuela Pasi, Ilaria Rossi, Lucia Caiano, Laura Carrozzi, Francesco Landi, Francesca Crosta, Tommaso Filippini, Francesco Menichetti, Piergiuseppe Agostoni, Andrea Madaro, Antonio Cascio, Carlo Signorelli, Michele Spinicci, Carlo Sanrocco, Enrico Guido Spinoni, Maria Musso, Alessandra Vergori, Lorenzo Marra, Giuseppe Patti, Laura Vocciante, Marco Olivieri, Francesca Santilli, Stefano Perlini, Claudia Colomba, Francesco Salinaro, Marianna Meschiari, Gabriella Guarnieri, Giampiero D'Offizi, Riccardo Maragna, Paola Del Giacomo, Giancarlo Gini, Katleen de Gaetano Donati, Andrea Antinori, Filippo Aucella, Raffaele De Caterina, Lorenzo Menicanti, Gloria Maccagni, Amedeo Venezia, Chiara Dal Pra, Carlo Andrea Pivato, Walter Ageno, Antonella Agodi, Francesco Cannata, Francesco Petri, Luca Aiello, Biagio Pinchera, Marinella Astuto, Raffaella Sgariglia, Giovanni Guaraldi, Marco Vinceti, Laura Scorzolini, Samir Al Moghazi, Armando Leone, Giovanni Veronesi, Arturo Ciccullo, Leonardo Grisafi, Francesco Cipollone, Massimo Mapelli, Greta Barbieri, Silvia Lamonica, Raffaele Bruno, Filippo Minutolo, Antonella Cingolani, Alessandro Gialluisi, Marco Rossato, Andrea Rognoni, Marianna Rossi, Claudia Marotta, Franco Mastroianni, Ilaria My, Enrico Maria Trecarichi, Anna Odone, Alessandro Bartoloni, Simona Costanzo, Francesco Cacciatore, Ivan Gentile, Massimo Rinaldi, Nausicaa Berselli, Francesco Maria Fusco, Augusto Di Castelnuovo, Lorenzo Blandi, Castelnuovo A.D., Costanzo S., Antinori A., Berselli N., Blandi L., Bruno R., Cauda R., Guaraldi G., Menicanti L., My I., Parruti G., Patti G., Perlini S., Santilli F., Signorelli C., Spinoni E., Stefanini G.G., Vergori A., Ageno W., Agodi A., Aiello L., Agostoni P., Moghazi S.A., Astuto M., Aucella F., Barbieri G., Bartoloni A., Bonaccio M., Bonfanti P., Cacciatore F., Caiano L., Cannata F., Carrozzi L., Cascio A., Ciccullo A., Cingolani A., Cipollone F., Colomba C., Crosta F., Pra C.D., Danzi G.B., D'Ardes D., Donati K.D.G., Giacomo P.D., Gennaro F.D., Di Tano G., D'Offizi G., Filippini T., Fusco F.M., Gentile I., Gialluisi A., Gini G., Grandone E., Grisafi L., Guarnieri G., Lamonica S., Landi F., Leone A., Maccagni G., Maccarella S., Madaro A., Mapelli M., Maragna R., Marra L., Maresca G., Marotta C., Mastroianni F., Mazzitelli M., Mengozzi A., Menichetti F., Meschiari M., Minutolo F., Montineri A., Mussinelli R., Mussini C., Musso M., Odone A., Olivieri M., Pasi E., Petri F., Pinchera B., Pivato C.A., Poletti V., Ravaglia C., Rinaldi M., Rognoni A., Rossato M., Rossi I., Rossi M., Sabena A., Salinaro F., Sangiovanni V., Sanrocco C., Scorzolini L., Sgariglia R., Simeone P.G., Spinicci M., Trecarichi E.M., Venezia A., Veronesi G., Vettor R., Vianello A., Vinceti M., Vocciante L., De Caterina R., Iacoviello L., Castelnuovo, A. D., Costanzo, S., Antinori, A., Berselli, N., Blandi, L., Bruno, R., Cauda, R., Guaraldi, G., Menicanti, L., My, I., Parruti, G., Patti, G., Perlini, S., Santilli, F., Signorelli, C., Spinoni, E., Stefanini, G. G., Vergori, A., Ageno, W., Agodi, A., Aiello, L., Agostoni, P., Moghazi, S. A., Astuto, M., Aucella, F., Barbieri, G., Bartoloni, A., Bonaccio, M., Bonfanti, P., Cacciatore, F., Caiano, L., Cannata, F., Carrozzi, L., Cascio, A., Ciccullo, A., Cingolani, A., Cipollone, F., Colomba, C., Crosta, F., Pra, C. D., Danzi, G. B., D'Ardes, D., Donati, K. D. G., Giacomo, P. D., Gennaro, F. D., Di Tano, G., D'Offizi, G., Filippini, T., Fusco, F. M., Gentile, I., Gialluisi, A., Gini, G., Grandone, E., Grisafi, L., Guarnieri, G., Lamonica, S., Landi, F., Leone, A., Maccagni, G., Maccarella, S., Madaro, A., Mapelli, M., Maragna, R., Marra, L., Maresca, G., Marotta, C., Mastroianni, F., Mazzitelli, M., Mengozzi, A., Menichetti, F., Meschiari, M., Minutolo, F., Montineri, A., Mussinelli, R., Mussini, C., Musso, M., Odone, A., Olivieri, M., Pasi, E., Petri, F., Pinchera, B., Pivato, C. A., Poletti, V., Ravaglia, C., Rinaldi, M., Rognoni, A., Rossato, M., Rossi, I., Rossi, M., Sabena, A., Salinaro, F., Sangiovanni, V., Sanrocco, C., Scorzolini, L., Sgariglia, R., Simeone, P. G., Spinicci, M., Trecarichi, E. M., Venezia, A., Veronesi, G., Vettor, R., Vianello, A., Vinceti, M., Vocciante, L., De Caterina, R., Iacoviello, L., Castelnuovo, A, Costanzo, S, Antinori, A, Berselli, N, Blandi, L, Bruno, R, Cauda, R, Guaraldi, G, Menicanti, L, My, I, Parruti, G, Patti, G, Perlini, S, Santilli, F, Signorelli, C, Spinoni, E, Stefanini, G, Vergori, A, Ageno, W, Agodi, A, Aiello, L, Agostoni, P, Moghazi, S, Astuto, M, Aucella, F, Barbieri, G, Bartoloni, A, Bonaccio, M, Bonfanti, P, Cacciatore, F, Caiano, L, Cannata, F, Carrozzi, L, Cascio, A, Ciccullo, A, Cingolani, A, Cipollone, F, Colomba, C, Crosta, F, Pra, C, Danzi, G, D'Ardes, D, Donati, K, Giacomo, P, Gennaro, F, Tano, G, D'Offizi, G, Filippini, T, Fusco, F, Gentile, I, Gialluisi, A, Gini, G, Grandone, E, Grisafi, L, Guarnieri, G, Lamonica, S, Landi, F, Leone, A, Maccagni, G, Maccarella, S, Madaro, A, Mapelli, M, Maragna, R, Marra, L, Maresca, G, Marotta, C, Mastroianni, F, Mazzitelli, M, Mengozzi, A, Menichetti, F, Meschiari, M, Minutolo, F, Montineri, A, Mussinelli, R, Mussini, C, Musso, M, Odone, A, Olivieri, M, Pasi, E, Petri, F, Pinchera, B, Pivato, C, Poletti, V, Ravaglia, C, Rinaldi, M, Rognoni, A, Rossato, M, Rossi, I, Rossi, M, Sabena, A, Salinaro, F, Sangiovanni, V, Sanrocco, C, Scorzolini, L, Sgariglia, R, Simeone, P, Spinicci, M, Trecarichi, E, Venezia, A, Veronesi, G, Vettor, R, Vianello, A, Vinceti, M, Vocciante, L, De Caterina, R, and Iacoviello, L

Subjects
Male, medicine.medical_specialty, 030204 cardiovascular system & hematology, Lower risk, law.invention, COVID-19, Disease severity, Hydroxychloroquine, Inflammation, Mortality, Aged, Aged, 80 and over, Female, Hospital Mortality, Humans, Italy, Middle Aged, Retrospective Studies, Treatment Outcome, 03 medical and health sciences, 0302 clinical medicine, Randomized controlled trial, Retrospective Studie, law, Internal medicine, 80 and over, Internal Medicine, medicine, 030212 general & internal medicine, Risk factor, business.industry, Mortality rate, Retrospective cohort study, COVID-19 Drug Treatment, Propensity score matching, Commentary, Observational study, business, Human, medicine.drug
Abstract

Background Hydroxychloroquine (HCQ) was proposed as potential treatment for COVID-19. Objective We set-up a multicenter Italian collaboration to investigate the relationship between HCQ therapy and COVID-19 in-hospital mortality. Methods In a retrospective observational study, 3,451 unselected patients hospitalized in 33 clinical centers in Italy, from February 19, 2020 to May 23, 2020, with laboratory-confirmed SARS-CoV-2 infection, were analyzed. The primary end-point in a time-to event analysis was in-hospital death, comparing patients who received HCQ with patients who did not. We used multivariable Cox proportional-hazards regression models with inverse probability for treatment weighting by propensity scores, with the addition of subgroup analyses. Results Out of 3,451 COVID-19 patients, 76.3% received HCQ. Death rates (per 1,000 person-days) for patients receiving or not HCQ were 8.9 and 15.7, respectively. After adjustment for propensity scores, we found 30% lower risk of death in patients receiving HCQ (HR=0.70; 95%CI: 0.59 to 0.84; E-value=1.67). Secondary analyses yielded similar results. The inverse association of HCQ with inpatient mortality was particularly evident in patients having elevated C-reactive protein at entry. Conclusions HCQ use was associated with a 30% lower risk of death in COVID-19 hospitalized patients. Within the limits of an observational study and awaiting results from randomized controlled trials, these data do not discourage the use of HCQ in inpatients with COVID-19.

Published
2020

9. RAAS inhibitors are not associated with mortality in COVID-19 patients: Findings from an observational multicenter study in Italy and a meta-analysis of 19 studies

Author

Francesca Santilli, Marianna Meschiari, Gabriella Guarnieri, Francesco Petri, Anna Sabena, Gloria Maccagni, Giovanni Larizza, Massimo Mapelli, Maria Mazzitelli, Gian Battista Danzi, Katleen de Gaetano Donati, Annalisa Crisetti, Jovana Milic, Raffaele Pesavento, Biagio Pinchera, Riccardo Maragna, Carlo Andrea Pivato, Lorenzo Menicanti, Francesco Maria Fusco, Luca Aiello, Sandro Mancarella, Carlo Sanrocco, Alessandra Vergori, Greta Barbieri, Filippo Aucella, Silvia Marongiu, Giulio Maresca, Marianna Rossi, Andrea Antinori, Venerino Poletti, Francesco Cacciatore, Giacomo Castiglione, Enrico Maria Trecarichi, Lucia Caiano, Francesca Crosta, Roberto Vettor, Francesco Menichetti, Maria Musso, Francesco Salinaro, Marco Olivieri, Stefano Perlini, Claudia Colomba, Crizia Colombo, Ottavia Cozzi, Stefano Maitan, Marialaura Bonaccio, Ilaria My, Alexandra Virano, Paola Simeone, Marco Vinceti, Antonella Cingolani, Gianpiero D'Offizi, Damiano D'Ardes, Claudia Marotta, M. B. Lucia, Carlo Signorelli, Lorenzo Marra, Giuseppe Patti, Raffaele De Caterina, Armando Leone, Veronica Lio, Beatrice Molena, Giustino Parruti, Giulio G. Stefanini, Licia Iacoviello, Laura Vocciante, Franco Mastroianni, Raffaella Sgariglia, Cristina Mussini, Francesco Cipollone, Marco Rossato, Lorenzo Blandi, Emanuela Pasi, Samir Al Moghazi, Andrea Vianello, Filippo Minutolo, Ivan Gentile, Giovanni Guaraldi, Rosa Manuele, Pasquale Abete, Arturo Ciccullo, Antonella Palimodde, Giancarlo Scoppettuolo, Walter Ageno, Marco G. Mennuni, Roberta Mussinelli, Vincenzo Sangiovanni, Roberto Cauda, Laura Scorzolini, Paolo Bonfanti, Alessandro Gialluisi, Stefania Cianfrone, Piergiuseppe Agostoni, Antonio Cascio, Simona Costanzo, Augusto Di Castelnuovo, Nausicaa Berselli, Rosa Arboretti, Emauele Graziani, Martina Barchitta, Anna Odone, Francesco Di Gennaro, Alessandro Mengozzi, Alessandro Bartoloni, Giuseppe Di Tano, Laura Carrozzi, Ferruccio Madaro, Rossella Marcucci, Claudia Ravaglia, Di Castelnuovo, Augusto, Costanzo, Simona, Antinori, Andrea, Berselli, Nausicaa, Blandi, Lorenzo, Bonaccio, Marialaura, Cauda, Roberto, Gialluisi, Alessandro, Guaraldi, Giovanni, Menicanti, Lorenzo, Mennuni, Marco, Mussinelli, Roberta, My, Ilaria, Parruti, Giustino, Patti, Giuseppe, Perlini, Stefano, Santilli, Francesca, Signorelli, Carlo, Stefanini, Giulio G., Vergori, Alessandra, Abete, Pasquale, Ageno, Walter, Agostoni, Piergiuseppe, Aiello, Luca, Al Moghazi, Samir, Arboretti, Rosa, Aucella, Filippo, Barbieri, Greta, Barchitta, Martina, Bartoloni, Alessandro, Bonfanti, Paolo, Cacciatore, Francesco, Caiano, Lucia, Carrozzi, Laura, Cascio, Antonio, Castiglione, Giacomo, Cianfrone, Stefania, Ciccullo, Arturo, Cingolani, Antonella, Cipollone, Francesco, Colomba, Claudia, Colombo, Crizia, Cozzi, Ottavia, Crisetti, Annalisa, Crosta, Francesca, Danzi, Gian Battista, D'Ardes, Damiano, de Gaetano Donati, Katleen, Di Gennaro, Francesco, Di Tano, Giuseppe, D'Offizi, Gianpiero, Fusco, Francesco Maria, Gentile, Ivan, Graziani, Emauele, Guarnieri, Gabriella, Larizza, Giovanni, Leone, Armando, Lio, Veronica, Lucia, Mothanje Barbara, Maccagni, Gloria, Madaro, Ferruccio, Maitan, Stefano, Mancarella, Sandro, Manuele, Rosa, Mapelli, Massimo, Maragna, Riccardo, Marcucci, Rossella, Maresca, Giulio, Marongiu, Silvia, Marotta, Claudia, Marra, Lorenzo, Mastroianni, Franco, Mazzitelli, Maria, Mengozzi, Alessandro, Menichetti, Francesco, Meschiari, Marianna, Milic, Jovana, Minutolo, Filippo, Molena, Beatrice, Mussini, Cristina, Musso, Maria, Odone, Anna, Olivieri, Marco, Palimodde, Antonella, Pasi, Emanuela, Pesavento, Raffaele, Petri, Francesco, Pinchera, Biagio, Pivato, Carlo A., Poletti, Venerino, Ravaglia, Claudia, Rossato, Marco, Rossi, Marianna, Sabena, Anna, Salinaro, Francesco, Sangiovanni, Vincenzo, Sanrocco, Carlo, Scoppettuolo, Giancarlo, Scorzolini, Laura, Sgariglia, Raffaella, Simeone, Paola Giustina, Trecarichi, Enrico Maria, Vettor, Roberto, Vianello, Andrea, Vinceti, Marco, Virano, Alexandra, Vocciante, Laura, De Caterina, Raffaele, Iacoviello, Licia, Di Castelnuovo, A., Costanzo, S., Antinori, A., Berselli, N., Bl, I, L., Bonaccio, M., Cauda, R., Gialluisi, A., Guaraldi, G., Menicanti, L., Mennuni, M., Mussinelli, R., My, I., Parruti, G., Patti, G., Perlini, S., Santilli, F., Signorelli, C., Stefanini, G. G., Vergori, A., Abete, P., Ageno, W., Agostoni, P., Aiello, L., Al Moghazi, S., Arboretti, R., Aucella, F., Barbieri, G., Barchitta, M., Bartoloni, A., Bonfanti, P., Cacciatore, F., Caiano, L., Carrozzi, L., Cascio, A., Castiglione, G., Cianfrone, S., Ciccullo, A., Cingolani, A., Cipollone, F., Colomba, C., Colombo, C., Cozzi, O., Crisetti, A., Crosta, F., Danzi, G. B., D'Ardes, D., de Gaetano Donati, K., Di Gennaro, F., Di Tano, G., D'Offizi, G., Fusco, F. M., Gentile, I., Graziani, E., Guarnieri, G., Larizza, G., Leone, A., Lio, V., Lucia, M. B., Maccagni, G., Madaro, F., Maitan, S., Mancarella, S., Manuele, R., Mapelli, M., Maragna, R., Marcucci, R., Maresca, G., Marongiu, S., Marotta, C., Marra, L., Mastroianni, F., Mazzitelli, M., Mengozzi, A., Menichetti, F., Meschiari, M., Milic, J., Minutolo, F., Molena, B., Mussini, C., Musso, M., Odone, A., Olivieri, M., Palimodde, A., Pasi, E., Pesavento, R., Petri, F., Pinchera, B., Pivato, C. A., Poletti, V., Ravaglia, C., Rossato, M., Rossi, M., Sabena, A., Salinaro, F., Sangiovanni, V., Sanrocco, C., Scoppettuolo, G., Scorzolini, L., Sgariglia, R., Simeone, P. G., Trecarichi, E. M., Vettor, R., Vianello, A., Vinceti, M., Virano, A., Vocciante, L., De Caterina, R., Iacoviello, L., Blandi, L., Di Castelnuovo, A, Costanzo, S, Antinori, A, Berselli, N, Blandi, L, Bonaccio, M, Cauda, R, Gialluisi, A, Guaraldi, G, Menicanti, L, Mennuni, M, Mussinelli, R, My, I, Parruti, G, Patti, G, Perlini, S, Santilli, F, Signorelli, C, Stefanini, G, Vergori, A, Abete, P, Ageno, W, Agostoni, P, Aiello, L, Al Moghazi, S, Arboretti, R, Aucella, F, Barbieri, G, Barchitta, M, Bartoloni, A, Bonfanti, P, Cacciatore, F, Caiano, L, Carrozzi, L, Cascio, A, Castiglione, G, Cianfrone, S, Ciccullo, A, Cingolani, A, Cipollone, F, Colomba, C, Colombo, C, Cozzi, O, Crisetti, A, Crosta, F, Danzi, G, D'Ardes, D, de Gaetano Donati, K, Di Gennaro, F, Di Tano, G, D'Offizi, G, Fusco, F, Gentile, I, Graziani, E, Guarnieri, G, Larizza, G, Leone, A, Lio, V, Lucia, M, Maccagni, G, Madaro, F, Maitan, S, Mancarella, S, Manuele, R, Mapelli, M, Maragna, R, Marcucci, R, Maresca, G, Marongiu, S, Marotta, C, Marra, L, Mastroianni, F, Mazzitelli, M, Mengozzi, A, Menichetti, F, Meschiari, M, Milic, J, Minutolo, F, Molena, B, Mussini, C, Musso, M, Odone, A, Olivieri, M, Palimodde, A, Pasi, E, Pesavento, R, Petri, F, Pinchera, B, Pivato, C, Poletti, V, Ravaglia, C, Rossato, M, Rossi, M, Sabena, A, Salinaro, F, Sangiovanni, V, Sanrocco, C, Scoppettuolo, G, Scorzolini, L, Sgariglia, R, Simeone, P, Trecarichi, E, Vettor, R, Vianello, A, Vinceti, M, Virano, A, Vocciante, L, Iacoviello, L, and De Caterina, R

Subjects
0301 basic medicine, Male, Physiology, Middle Aged, Renin-Angiotensin System, Angiotensin-Converting Enzyme Inhibitors, 030204 cardiovascular system & hematology, ACE-I, ARB, COVID-19, angiotensin converting enzyme inhibitors, angiotensin receptor blockers, mortality, sartans, Severity of Illness Index, Renin-Angiotensin System, 0302 clinical medicine, Risk Factors, 80 and over, Medicine, Hospital Mortality, Sartan, Aged, 80 and over, Incidence (epidemiology), Incidence, Hazard ratio, Angiotensin Receptor Antagonist, Middle Aged, Hospitalization, Antihypertensive Agent, Italy, Meta-analysis, Hypertension, Sartans, Molecular Medicine, Female, Risk assessment, Human, medicine.medical_specialty, Angiotensin converting enzyme inhibitors, Angiotensin receptor blockers, Mortality, Coronavirus disease 2019 (COVID-19), Risk Assessment, Article, COVID−19, 03 medical and health sciences, Angiotensin Receptor Antagonists, Meta-Analysis as Topic, Internal medicine, Severity of illness, Humans, Angiotensin receptor blocker, Antihypertensive Agents, Aged, Pharmacology, business.industry, Risk Factor, Angiotensin-Converting Enzyme Inhibitor, Confidence interval, 030104 developmental biology, COVID-19, angiotensin converting enzyme inhibitors, angiotensin receptor blockers, mortality, sartans, Observational study, Angiotensin converting enzyme inhibitor, business
Abstract

Objective The hypothesis that been set forward that use of Renin Angiotensin Aldosterone System (RAAS) inhibitors is associated with COVID−19 severity. We set-up a multicenter Italian collaboration (CORIST Project, ClinicalTrials.gov ID: NCT04318418 ) to retrospectively investigate the relationship between RAAS inhibitors and COVID−19 in-hospital mortality. We also carried out an updated meta-analysis on the relevant studies. Methods We analyzed 4069 unselected patients with laboratory-confirmed SARS-CoV-2 infection and hospitalized in 34 clinical centers in Italy from February 19, 2020 to May 23, 2020. The primary end-point in a time-to event analysis was in-hospital death, comparing patients who received angiotensin-converting–enzyme inhibitors (ACE I) or angiotensin-receptor blockers (ARB) with patients who did not. Articles for the meta-analysis were retrieved until July 13th, 2020 by searching in web-based libraries, and data were combined using the general variance-based method. Results Out of 4069 COVID−19 patients, 13.5% and 13.3% received ACE-I or ARB, respectively. Use of neither ACE-I nor ARB was associated with mortality (multivariable hazard ratio (HR) adjusted also for COVID−19 treatments: 0.96, 95% confidence interval 0.77–1.20 and HR = 0.89, 0.67–1.19 for ACE-I and ARB, respectively). Findings were similar restricting the analysis to hypertensive (N = 2057) patients (HR = 1.00, 0.78–1.26 and HR = 0.88, 0.65–1.20) or when ACE-I or ARB were considered as a single group. Results from the meta-analysis (19 studies, 29,057 COVID−19 adult patients, 9700 with hypertension) confirmed the absence of association. Conclusions In this observational study and meta-analysis of the literature, ACE-I or ARB use was not associated with severity or in-hospital mortality in COVID−19 patients.

Published
2020

10. Impacts of Unhealthy Behaviors on Mental Health among Public Health Residents: The PHRASI Study.

Author

Gianfredi V, Stacchini L, Minutolo G, De Nicolò V, Berselli N, Ancona A, Catalini A, and Cedrone F

Abstract

Unhealthy behaviors (UBs) can affect mental health. The most impactful of these are alcohol abuse, sedentary behavior, and sleep disturbances. Since these UBs are not well explored in medical residents, this study aims to overcome this gap, focusing on outcomes such as depression and anxiety. The Public Health Residents' Anonymous Survey in Italy (PHRASI) is a nationwide cross-sectional study based on an 88-item questionnaire. UBs were explored through validated questionnaires: the Alcohol Use Disorders Identification Test-c (AUDIT-C), the International Physical Activity Questionnaire (IPAQ), and the Insomnia Severity Index (ISI). Depressive symptoms and anxiety were detected by Patient Health Questionnaire-9 (PHQ-9) and Generalized Anxiety Disorder-7 (GAD-7), respectively. Hierarchical cluster analysis described clusters using responses from the AUDIT-C, IPAQ, and ISI. A total of 375 participants were included in this study. Three distinct clusters (CL) were identified: CL1 was characterized by a moderate risk for alcohol abuse and high insomnia dissatisfaction, with a significantly higher frequency of depressive symptoms (46%, p < 0.001) and anxiety (53%, p < 0.001); CL2 had no risk for alcohol abuse, high sleep satisfaction, and better mental health profile, with the lowest prevalence of depressive symptoms (15%, p < 0.001); CL3 had the highest risk of alcohol abuse, the highest rate of physical activity (40%, p = 0.013), and the lowest prevalence of anxiety (27%, p < 0.001). Subjects belonging to CL1 required much more attention to prevent the worsening of mental outcomes. Interventions for promoting mental health should be addressed in all Public Health schools to create more sustainable working conditions.

Published
2024
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11. Study Protocol for the Residents' Mental Health Investigation, a Dynamic Longitudinal Study in Italy (ReMInDIt).

Author

Caminiti M, Mercogliano M, Cussotto F, Briganti GL, Genovese D, Priano W, Ricciotti GM, Bonaccorso N, Grassi F, Antonelli A, Girolametto G, Spatari G, Gianfredi V, Mariniello A, Marisei M, Minutolo G, Ancona A, De Nicolò V, Berselli N, Gallinoro V, Cosma C, Piunno G, Montagna V, and Catalini A

Abstract

Medical residents constitute a vulnerable population susceptible to mental health disorders. In Italy, this was evident during the COVID-19 pandemic, when medical residents served on the front line and provided significant support to healthcare services. Therefore, the working group on "Public Mental Health" of the Medical Residents' Council of the Italian Society of Hygiene, Preventive Medicine, and Public Health (S.It.I.) designed the "Residents' mental health investigation, a dynamic longitudinal study in Italy" (ReMInDIt). This longitudinal study aims to assess the mental status of medical residents and to explore potential cause-effect relationships between risk/protective factors (identified among sociodemographic, residency program, and lifestyle characteristics) and mental health outcomes (anxiety and depressive symptoms). Data will be collected from a study population of 3615 residents enrolled in Italian residency programs in public health, occupational medicine, and forensic medicine through an online questionnaire that includes validated tools, requires 10 min for completion, and is disseminated by the residents' Councils. It will be followed by a follow-up administration after 12 months. The ReMInDIt study will play a significant role in generating evidence crucial for enhancing mental health services and promoting protective factors for the mental well-being of this important segment of healthcare professionals.

Published
2024
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12. Social network characteristics and well-being in Italy: insights from the PHRASI Study.

Author

Berselli N, Caminiti M, Ancona A, Stacchini L, Gallinoro V, Catalini A, Cosma C, De Nicolò V, Mazza C, Minutolo G, Cedrone F, and Gianfredi V

Subjects
Humans, Female, Cross-Sectional Studies, Surveys and Questionnaires, Italy, Social Support, Public Health, Social Networking
Abstract

Background: Mental well-being should be prioritized in public health as it represents a valuable resource for individuals and communities, influencing behavior, social cohesion and social inclusion. The support individuals receive from their social networks can have a significant impact on mental well-being. This study used data from the Public Health Residents' Anonymous Survey in Italy, a nationwide cross-sectional survey. The objective was to assess the level of well-being among the Public Health Residents and investigate the association between the social network characteristics and the well-being in this population., Study Design: The current cross-sectional study targeted 1,600 public health residents enrolled in various Italian public health specialization schools between June 14 and July 26, 2022., Methods: Participants self-reported both functional and structural characteristics of social network. Well-being was assessed using the WHO-5 well-being index. Linear regression models, adjusted for age and sex, were applied to examine the association between WHO-5 score and social network characteristics., Results: Out of 379 participants, 51.5% reported bad well-being. Those with bad well-being are more likely women, experience lower peer-to-peer and supervisor support, face higher work-to-private life interference, and less frequently have a partner. Greater peer-to-peer support (β=1.13, 95% CI=0.68; 1.57), and increased supervisor support (β=1.26, 95% CI=0.86; 1.67), were associated with higher levels of well-being. Conversely, higher work-to-private life interference was associated with lower perceived well-being. Having a partner resulted in a better perceived well-being (β=1.96, 95% CI=0.94; 2.98). In logistic regression analysis, higher peer-to-peer support (OR=0.68, 95% CI = 0.55;0.85) greater supervisor support (OR=0.60, 95% CI=0.49;0.74) and having a partner (OR=0.51, 95% CI = 0.32;0.82) were associated with reduced odds of bad well-being. Conversely, increased WLI was associated with higher odds of bad well-being (OR=1.47, 95% CI = 1.19;1.82)., Conclusions: The characteristics of an individual's social network play a crucial role in her/his well-being and should be considered both in personal and professional contexts when aimed to enhance mental well-being in communities.

Published
2024
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13. Social Network Characteristics and Depressive Symptoms of Italian Public Health Medical Residents: The Public Health Residents' Anonymous Survey in Italy (PHRASI).

Author

Stacchini L, Catalini A, De Nicolò V, Cosma C, Gallinoro V, Ancona A, Berselli N, Caminiti M, Mazza C, Minutolo G, Cedrone F, Gianfredi V, and On Behalf Of The Working Group On Public Mental Health/Of The Medical Residents' Assembly Of The Italian Society Of Hygiene And Preventive Medicine

Abstract

Despite the high impact of the COVID-19 pandemic on social interactions and healthcare workers' (HWs') mental health, few studies have investigated the association between social network characteristics and HWs' mental health, particularly during the pandemic. Therefore, we aimed to assess the associations between public health residents' (PHRs') social network characteristics and depression. We used data from the Public Health Residents' Anonymous Survey in Italy (PHRASI), a nationwide cross-sectional study. Social network characteristics were self-reported. Depressive symptoms were assessed using the nine-item Patient Health Questionnaire. Linear and logistic models adjusted for age, sex, physical activity, and alcohol were used. A moderation analysis by sex was also performed. A total of 379 PHRs participated in the survey (58% females, median age of 30 years). More peer-to-peer (odds ratio OR = 0.62 (0.47-0.83)) and supervisor support (OR = 0.49 (0.36-0.68)), more social participation ((OR) = 0.36 95% CI (0.25-0.50)), and having a partner (OR = 0.49 (0.25-0.96)) were significantly associated with a lower risk of clinically relevant depressive symptoms. Work-to-private-life interference was significantly associated with a higher risk of clinically relevant depressive symptoms (OR = 1.77 (1.28-2.45)). Promoting a supportive work environment and social participation as well as reducing work-to-private life interference can contribute to reducing the high burden among PHRs.

Published
2023
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14. Depressive Symptoms of Public Health Medical Residents during the COVID-19 Pandemic, a Nation-Wide Survey: The PHRASI Study.

Author

Cedrone F, Berselli N, Stacchini L, De Nicolò V, Caminiti M, Ancona A, Minutolo G, Mazza C, Cosma C, Gallinoro V, Catalini A, Gianfredi V, and On Behalf Of The Working Group On Public Mental Health/Of The Medical Residents' Assembly Of The Italian Society Of Hygiene And Preventive Medicine

Subjects
Humans, Depression epidemiology, Pandemics, Public Health, Health Personnel, COVID-19 epidemiology, Internship and Residency
Abstract

Depression is a widespread condition, which increased during the COVID-19 pandemic among healthcare workers as well. The large workload of the pandemic response also affected Public Health Residents (PHRs) who played an important role in infection prevention and control activities. This work aims to assess depression in Italian PHRs, based on data collected through the PHRASI (Public Health Residents' Anonymous Survey in Italy) study. In 2022, 379 PHRs completed the self-administered questionnaire containing Patient Health Questionnaire-9 to evaluate clinically relevant depressive symptoms (PHQ-9 ≥ 10). Multivariate logistic regression shows that the intention (aOR = 3.925, 95% CI = (2.067-7.452)) and the uncertainty (aOR = 4.949, 95% CI = (1.872-13.086)) of repeating the test to enter another postgraduate school/general practitioner course and the simultaneous attendance of two traineeships (aOR = 1.832, 95% CI = (1.010-3.324)) are positively related with depressive symptoms. Conversely, the willingness to work in the current traineeship place (aOR = 0.456, 95% CI = (0.283-0.734)) emerged as a protective factor. Similar results were obtained considering mild-to-severe (PHQ-9 ≥ 5) depressive symptoms and/or stratifying by sex. The findings, suggesting the protective role of job satisfaction toward depression, might entail future interventions to improve the learning experience and promote work-life balance.

Published
2023
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15. Impact of the COVID pandemic on mental health and training opportunities of Public Health Residents from 4 European countries: A cross-sectional study.

Author

Failla G, Caminiti M, Chen-Xu J, Lo Moro G, Berselli N, Cabral Ferreira M, Malcata F, Peyre-Costa D, Croci R, Soldà G, Capodici A, Morcavallo C, Traglia F, Cedrone F, Storti I, Jaquete AA, Antinozzi M, and Vasiliu A

Subjects
Humans, Female, Mental Health, Pandemics, Cross-Sectional Studies, SARS-CoV-2, Public Health, Depression psychology, COVID-19 epidemiology
Abstract

Objectives: There is little evidence on the impact of the COVID-19 pandemic on Public Health Residents' (PHR) mental health (MH). This study aims at assessing prevalence and risk factors for depression, anxiety and stress in European PHR during the COVID-19 pandemic., Methods: Between March and April 2021, an online survey was administered to PHR from France, Italy, Portugal and Spain. The survey assessed COVID-19 related changes in working conditions, training opportunities and evaluated MH outcomes using the Depression Anxiety Stress Scales-21. Multivariable logistic regressions were applied to identify risk factors., Results: Among the 443 respondents, many showed symptoms of depression (60.5%), anxiety (43.1%) and stress (61.2%). The main outcome predictors were: female gender for depression (adjOR = 1.59, 95%CI [1.05-2.42]), anxiety (adjOR = 2.03, 95%CI [1.33-3.08]), and stress (adjOR = 2.35, 95%CI [1.53-3.61]); loss of research opportunities for anxiety (adjOR = 1.94, 95%CI [1.28-2.93]) and stress (adjOR = 1.98, 95%CI [1.26-3.11]); and COVID-19 impact on training (adjOR = 1.78, 95%CI [1.12-2.80]) for depression., Conclusions: The pandemic had a significant impact on PHR in terms of depression, anxiety and stress, especially for women and who lost work-related opportunities. Training programs should offer PHR appropriate MH support and training opportunities., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2023 Failla, Caminiti, Chen-Xu, Lo Moro, Berselli, Cabral Ferreira, Malcata, Peyre-Costa, Croci, Soldà, Capodici, Morcavallo, Traglia, Cedrone, Storti, Jaquete, Antinozzi and Vasiliu.)

Published
2023
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16. Public Health Residents' Anonymous Survey in Italy (PHRASI): Study Protocol for a Cross-Sectional Study for a Multidimensional Assessment of Mental Health and Its Determinants.

Author

Catalini A, Mazza C, Cosma C, Minutolo G, De Nicolò V, Gallinoro V, Caminiti M, Ancona A, Stacchini L, Berselli N, Ferrari E, Cedrone F, Gianfredi V, and On Behalf Of The Working Group On Public Mental Health Of The Medical Residents' Assembly Of The Italian Society Of Hygiene And Preventive Medicine

Subjects
Humans, Mental Health, Cross-Sectional Studies, Pandemics, Surveys and Questionnaires, Italy epidemiology, Public Health, COVID-19
Abstract

The COVID-19 pandemic has evolved into a severe psychosocial crisis affecting patients, their relatives, friends, and healthcare professionals. In Italy, public health residents (PHRs) remain essential to the national response to the pandemic. To assess their mental sphere, the "Public Mental Health" working group of the medical residents' Assembly of the Italian Society of Hygiene and Preventive Medicine has designed the Public Health Residents' Anonymous Survey in Italy (PHRASI). This is a nation-wide cross-sectional study based on an 88-item self-administered voluntary survey that evaluates how sociodemographic variables are associated with mental issues, including wellness, eating disorders, sleeplessness, alcohol misuse, depression, and anxiety. Data will be gathered by disseminating a Google Forms link across the Assembly network of medical residents. All PHRs enrolled in a four-year program in one of the Italian postgraduate schools of public health will be qualified as participants. PHRASI aims to draw a comprehensive and detailed picture of the mental health state of Italian PHRs. PHRs are a significant group of healthcare professionals that may serve as a future benchmark for developing and enacting regulations intended to support the mental health of healthcare professionals.

Published
2023
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17. The Role of Gender in the Association between Mental Health and Potentially Preventable Hospitalizations: A Single-Center Retrospective Observational Study.

Author

Cedrone F, Catalini A, Stacchini L, Berselli N, Caminiti M, Mazza C, Cosma C, Minutolo G, and Di Martino G

Subjects
Male, Female, Humans, Hospitalization, Retrospective Studies, Chronic Disease, Mental Health, Mental Disorders epidemiology
Abstract

Psychiatric disorders and substance abuse are barriers that limit access to timely treatment and can lead to Potentially Preventable Hospitalizations (PPH). The aim of this study is to identify the role played by gender in the association between mental health and PPH. Hospital discharge records (HDRs) from the Local Health Authority of Pescara (Italy) from 2015 to 2021 were examined and PPH were measured according to Prevention Quality Indicators (PQIs) provided by the Agency for Healthcare Research and Quality. In total, 119,730 HDRs were eligible for the study and 21,217 patients fell into the PQI categories. Mental health disorders and addictions were extracted from the HDRs through the Elixhauser Enhanced ICD-9-CM algorithm. The association between PQI hospitalization and some predictors considered was evaluated with multivariate logistic regression models. In males and females, alcohol abuse showed a protective role towards preventable admissions for PQI-90 (all types of conditions) and PQI-92 (chronic conditions). In contrast, there is a gender gap in accessibility to primary health care, especially for acute conditions leading to PPH. Indeed, in males, PQI-91 admissions for acute conditions were found to be positively associated with drug abuse, psychosis, and depression, whereas this was not the case for females.

Published
2022
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18. Seroprevalence Survey of Anti-SARS-CoV-2 Antibodies in a Population of Emilia-Romagna Region, Northern Italy.

Author

Paduano S, Galante P, Berselli N, Ugolotti L, Modenese A, Poggi A, Malavolti M, Turchi S, Marchesi I, Vivoli R, Perlini P, Bellucci R, Gobba F, Vinceti M, Filippini T, and Bargellini A

Subjects
Aged, Antibodies, Viral, Cross-Sectional Studies, Female, Health Personnel, Humans, Italy epidemiology, Male, Middle Aged, SARS-CoV-2, Seroepidemiologic Studies, COVID-19 epidemiology, Pandemics
Abstract

Italy was the first Western European country to be severely hit by the COVID-19 pandemic. Variations in seroprevalence rates were reported according to geographical and temporal differences of previous surveys, as well as depending on demographic and occupational factors. In this cross-sectional study, we evaluated the prevalence of anti-SARS-CoV-2 antibodies in a population of the Emilia-Romagna region in Northern Italy after the first wave in the period from 26 September 2020−26 March 2021. We included 5128 subjects who voluntarily underwent serological tests to determine anti-SARS-CoV-2 antibody positivity, including both self-referred individuals (24.2%) and workers adhering to company screening programs (76.8%). Overall, seroprevalence was 11.3%, higher in self-referred (13.8%) than employed-referred (10.5%) individuals. A slightly higher seroprevalence emerged in women compared to men (12.3% and 10.7%), as well as in the extreme age categories (18.6% for 60−69 years, 18.0% for ≥70 years, and 17.1% for <20 years compared to 7.6% for 20−39 years). Healthcare professionals showed the highest prevalence of seropositivity (22.9%), followed by workers in direct contact with customers, such as the communication, finance, and tourism sectors (15.7%). Overall subgroups seroprevalence increased compared to the first wave data but the trends agreed between the first and subsequent waves, except for an increase in the younger age group and in the sector in direct contact with customers. Among the occupational categories, our study confirms that healthcare workers and workers in the sports sector were at high risk of exposure to SARS-CoV-2.

Published
2022
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19. Seroprevalence of anti-SARS-CoV-2 antibodies in the Northern Italy population before the COVID-19 second wave.

Author

Berselli N, Filippini T, Paduano S, Malavolti M, Modenese A, Gobba F, Borella P, Marchesi I, Vivoli R, Perlini P, Bellucci R, Bargellini A, and Vinceti M

Subjects
Aged, Antibodies, Viral, Female, Health Personnel, Humans, Italy epidemiology, Male, Middle Aged, Pandemics, SARS-CoV-2, Seroepidemiologic Studies, COVID-19
Abstract

Objectives: The COVID-19 pandemic is due to SARS-CoV-2 coronavirus infections. It swept across the world in the spring of 2020, and so far it has caused a huge number of hospitalizations and deaths. In the present study, the authors investigated serum anti-SARS-CoV-2 antibody prevalence in the period of June 1-September 25, 2020, in 7561 subjects in Modena, Northern Italy., Material and Methods: The study population included 5454 workers referred to testing by their companies, and 2107 residents in the Modena area who accessed testing through self-referral., Results: The authors found the overall seroprevalence to be 4.7% (95% confidence interval [CI] 4.2-5.2%), which was higher in women (5.4%, 95% CI: 4.5-6.2%) than in men (4.3%, 95% CI: 3.7-4.9%), and in the oldest age groups (7.3%, 95% CI: 5.2-9.3% for persons aged 60-69 years, and 11.8%, 95% CI: 8.6-15.1%, for persons aged ≥70 years). Among the occupational categories, the highest seroprevalence was found in healthcare workers (8.8%, 95% CI: 7.0-10.5%), dealers and vehicle repairers (5.2%, 95% CI: 2.9-7.6%), and workers in the sports sector (4.0%, 95% CI: 1.8-6.1%), while there was little or no such evidence for those employed in sectors such as transport and storage, accommodation and restaurant services, and the school system., Conclusions: These results have allowed, for the first time, to assess population seroprevalence in this area of Italy severely hit by the epidemic, while at the same time identifying the subgroups at a higher risk of exposure to SARS-CoV-2. Int J Occup Med Environ Health. 2022;35(1):63-74., (This work is available in Open Access model and licensed under a CC BY-NC 3.0 PL license.)

Published
2022
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20. Heparin in COVID-19 Patients Is Associated with Reduced In-Hospital Mortality: The Multicenter Italian CORIST Study.

Author

Di Castelnuovo A, Costanzo S, Antinori A, Berselli N, Blandi L, Bonaccio M, Cauda R, Guaraldi G, Menicanti L, Mennuni M, Parruti G, Patti G, Santilli F, Signorelli C, Vergori A, Abete P, Ageno W, Agodi A, Agostoni P, Aiello L, Al Moghazi S, Arboretti R, Astuto M, Aucella F, Barbieri G, Bartoloni A, Bonfanti P, Cacciatore F, Caiano L, Carrozzi L, Cascio A, Ciccullo A, Cingolani A, Cipollone F, Colomba C, Colombo C, Crosta F, Danzi GB, D'Ardes D, de Gaetano Donati K, Di Gennaro F, Di Tano G, D'Offizi G, Fantoni M, Fusco FM, Gentile I, Gianfagna F, Grandone E, Graziani E, Grisafi L, Guarnieri G, Larizza G, Leone A, Maccagni G, Madaro F, Maitan S, Mancarella S, Mapelli M, Maragna R, Marcucci R, Maresca G, Marongiu S, Marotta C, Marra L, Mastroianni F, Mazzitelli M, Mengozzi A, Menichetti F, Meschiari M, Milic J, Minutolo F, Molena B, Montineri A, Mussini C, Musso M, Niola D, Odone A, Olivieri M, Palimodde A, Parisi R, Pasi E, Pesavento R, Petri F, Pinchera B, Poletti V, Ravaglia C, Rognoni A, Rossato M, Rossi M, Sangiovanni V, Sanrocco C, Scorzolini L, Sgariglia R, Simeone PG, Taddei E, Torti C, Vettor R, Vianello A, Vinceti M, Virano A, Vocciante L, De Caterina R, and Iacoviello L

Subjects
Aged, Blood Coagulation drug effects, COVID-19 blood, Female, Hospital Mortality, Humans, Italy epidemiology, Male, Middle Aged, Retrospective Studies, Survival Analysis, Thrombophilia blood, COVID-19 Drug Treatment, Anticoagulants therapeutic use, COVID-19 complications, Heparin therapeutic use, Heparin, Low-Molecular-Weight therapeutic use, Thrombophilia etiology, Thrombophilia prevention & control
Abstract

Introduction: A hypercoagulable condition was described in patients with coronavirus disease 2019 (COVID-19) and proposed as a possible pathogenic mechanism contributing to disease progression and lethality., Aim: We evaluated if in-hospital administration of heparin improved survival in a large cohort of Italian COVID-19 patients., Methods: In a retrospective observational study, 2,574 unselected patients hospitalized in 30 clinical centers in Italy from February 19, 2020 to June 5, 2020 with laboratory-confirmed severe acute respiratory syndrome coronavirus-2 infection were analyzed. The primary endpoint in a time-to event analysis was in-hospital death, comparing patients who received heparin (low-molecular-weight heparin [LMWH] or unfractionated heparin [UFH]) with patients who did not. We used multivariable Cox proportional-hazards regression models with inverse probability for treatment weighting by propensity scores., Results: Out of 2,574 COVID-19 patients, 70.1% received heparin. LMWH was largely the most used formulation (99.5%). Death rates for patients receiving heparin or not were 7.4 and 14.0 per 1,000 person-days, respectively. After adjustment for propensity scores, we found a 40% lower risk of death in patients receiving heparin (hazard ratio = 0.60; 95% confidence interval: 0.49-0.74; E-value = 2.04). This association was particularly evident in patients with a higher severity of disease or strong coagulation activation., Conclusion: In-hospital heparin treatment was associated with a lower mortality, particularly in severely ill COVID-19 patients and in those with strong coagulation activation. The results from randomized clinical trials are eagerly awaited to provide clear-cut recommendations., Competing Interests: None declared., (Thieme. All rights reserved.)

Published
2021
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21. Frequency of Anti-SARS-CoV-2 Antibodies in Various Occupational Sectors in an Industrialized Area of Northern Italy from May to October 2020.

Author

Modenese A, Mazzoli T, Berselli N, Ferrari D, Bargellini A, Borella P, Filippini T, Marchesi I, Paduano S, Vinceti M, and Gobba F

Subjects
Antibodies, Viral, Humans, Immunoglobulin M, Italy epidemiology, COVID-19, SARS-CoV-2
Abstract

The results of a voluntary screening campaign for the presence of anti-SARS-CoV-2 serum antibodies are presented, performed on workers in the highly industrialized province of Modena in northern Italy in the period 18 May-5 October 2020. The employment activities of the subjects that tested positive for anti-SARS-CoV-2 IgM and/or IgG antibodies were determined and classified using the International Standard Industrial Classification of All Economic Activities (ISIC). The distribution across different sectors was compared to the proportion of workers employed in the same sectors in the province of Modena as a whole. Workers with anti-SARS-CoV-2 serum antibodies were mainly employed in manufacturing (60%), trade (12%), transportation (9%), scientific and technical activities (5%), and arts, entertainment and recreation activities (4.5%). Within the manufacturing sector, a cluster of workers with positive serological tests was observed in the meat processing sector, confirming recent data showing a possible increased risk of SARS-CoV-2 infection in these workers.

Published
2021
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22. Disentangling the Association of Hydroxychloroquine Treatment with Mortality in Covid-19 Hospitalized Patients through Hierarchical Clustering.

Author

Di Castelnuovo A, Gialluisi A, Antinori A, Berselli N, Blandi L, Bonaccio M, Bruno R, Cauda R, Costanzo S, Guaraldi G, Menicanti L, Mennuni M, My I, Parruti G, Patti G, Perlini S, Santilli F, Signorelli C, Stefanini G, Vergori A, Ageno W, Agodi A, Agostoni P, Aiello L, Al Moghazi S, Arboretti R, Aucella F, Barbieri G, Barchitta M, Bonfanti P, Cacciatore F, Caiano L, Cannata F, Carrozzi L, Cascio A, Castiglione G, Ciccullo A, Cingolani A, Cipollone F, Colomba C, Colombo C, Crisetti A, Crosta F, Danzi GB, D'Ardes D, de Gaetano Donati K, Di Gennaro F, Di Tano G, D'Offizi G, Fusco FM, Gaudiosi C, Gentile I, Gianfagna F, Giuliano G, Graziani E, Guarnieri G, Langella V, Larizza G, Leone A, Maccagni G, Magni F, Maitan S, Mancarella S, Manuele R, Mapelli M, Maragna R, Marcucci R, Maresca G, Marongiu S, Marotta C, Marra L, Mastroianni F, Mengozzi A, Meschiari M, Milic J, Minutolo F, Mussinelli R, Mussini C, Musso M, Odone A, Olivieri M, Palimodde A, Pasi E, Pesavento R, Petri F, Pivato CA, Poletti V, Ravaglia C, Righetti G, Rognoni A, Rossato M, Rossi I, Rossi M, Sabena A, Salinaro F, Sangiovanni V, Sanrocco C, Schiano Moriello N, Scorzolini L, Sgariglia R, Simeone PG, Spinicci M, Tamburrini E, Torti C, Trecarichi EM, Vettor R, Vianello A, Vinceti M, Virdis A, De Caterina R, and Iacoviello L

Subjects
Aged, Aged, 80 and over, COVID-19 physiopathology, Cluster Analysis, Female, Humans, Italy, Male, Middle Aged, Retrospective Studies, SARS-CoV-2 drug effects, Severity of Illness Index, Treatment Outcome, Antimalarials adverse effects, Antimalarials therapeutic use, COVID-19 mortality, Hospital Mortality, Hydroxychloroquine adverse effects, Hydroxychloroquine therapeutic use, COVID-19 Drug Treatment
Abstract

The efficacy of hydroxychloroquine (HCQ) in treating SARS-CoV-2 infection is harshly debated, with observational and experimental studies reporting contrasting results. To clarify the role of HCQ in Covid-19 patients, we carried out a retrospective observational study of 4,396 unselected patients hospitalized for Covid-19 in Italy (February-May 2020). Patients' characteristics were collected at entry, including age, sex, obesity, smoking status, blood parameters, history of diabetes, cancer, cardiovascular and chronic pulmonary diseases, and medications in use. These were used to identify subtypes of patients with similar characteristics through hierarchical clustering based on Gower distance. Using multivariable Cox regressions, these clusters were then tested for association with mortality and modification of effect by treatment with HCQ. We identified two clusters, one of 3,913 younger patients with lower circulating inflammation levels and better renal function, and one of 483 generally older and more comorbid subjects, more prevalently men and smokers. The latter group was at increased death risk adjusted by HCQ (HR[CI95%] = 3.80[3.08-4.67]), while HCQ showed an independent inverse association (0.51[0.43-0.61]), as well as a significant influence of cluster∗HCQ interaction ( p < 0.001). This was driven by a differential association of HCQ with mortality between the high (0.89[0.65-1.22]) and the low risk cluster (0.46[0.39-0.54]). These effects survived adjustments for additional medications in use and were concordant with associations with disease severity and outcome. These findings suggest a particularly beneficial effect of HCQ within low risk Covid-19 patients and may contribute to clarifying the current controversy on HCQ efficacy in Covid-19 treatment., Competing Interests: The authors declare that they have no conflicts of interest., (Copyright © 2021 Augusto Di Castelnuovo et al.)

Published
2021
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23. Lopinavir/Ritonavir and Darunavir/Cobicistat in Hospitalized COVID-19 Patients: Findings From the Multicenter Italian CORIST Study.

Author

Di Castelnuovo A, Costanzo S, Antinori A, Berselli N, Blandi L, Bonaccio M, Bruno R, Cauda R, Gialluisi A, Guaraldi G, Menicanti L, Mennuni M, My I, Parruti A, Patti G, Perlini S, Santilli F, Signorelli C, Stefanini GG, Vergori A, Ageno W, Aiello L, Agostoni P, Al Moghazi S, Arboretti R, Aucella F, Barbieri G, Barchitta M, Bartoloni A, Bologna C, Bonfanti P, Caiano L, Carrozzi L, Cascio A, Castiglione G, Chiarito M, Ciccullo A, Cingolani A, Cipollone F, Colomba C, Colombo C, Crosta F, Dalena G, Dal Pra C, Danzi GB, D'Ardes D, de Gaetano Donati K, Di Gennaro F, Di Tano G, D'Offizi G, Filippini T, Maria Fusco F, Gaudiosi C, Gentile I, Gini G, Grandone E, Guarnieri G, Lamanna GLF, Larizza G, Leone A, Lio V, Losito AR, Maccagni G, Maitan S, Mancarella S, Manuele R, Mapelli M, Maragna R, Marra L, Maresca G, Marotta C, Mastroianni F, Mazzitelli M, Mengozzi A, Menichetti F, Milic J, Minutolo F, Molena B, Mussinelli R, Mussini C, Musso M, Odone A, Olivieri M, Pasi E, Perroni A, Petri F, Pinchera B, Pivato CA, Poletti V, Ravaglia C, Rossato M, Rossi M, Sabena A, Salinaro F, Sangiovanni V, Sanrocco C, Scorzolini L, Sgariglia R, Simeone PG, Spinicci M, Trecarichi EM, Veronesi G, Vettor R, Vianello A, Vinceti M, Visconti E, Vocciante L, De Caterina R, and Iacoviello L

Abstract

Background: Protease inhibitors have been considered as possible therapeutic agents for COVID-19 patients. Objectives: To describe the association between lopinavir/ritonavir (LPV/r) or darunavir/cobicistat (DRV/c) use and in-hospital mortality in COVID-19 patients. Study Design: Multicenter observational study of COVID-19 patients admitted in 33 Italian hospitals. Medications, preexisting conditions, clinical measures, and outcomes were extracted from medical records. Patients were retrospectively divided in three groups, according to use of LPV/r, DRV/c or none of them. Primary outcome in a time-to event analysis was death. We used Cox proportional-hazards models with inverse probability of treatment weighting by multinomial propensity scores. Results: Out of 3,451 patients, 33.3% LPV/r and 13.9% received DRV/c. Patients receiving LPV/r or DRV/c were more likely younger, men, had higher C-reactive protein levels while less likely had hypertension, cardiovascular, pulmonary or kidney disease. After adjustment for propensity scores, LPV/r use was not associated with mortality (HR = 0.94, 95% CI 0.78 to 1.13), whereas treatment with DRV/c was associated with a higher death risk (HR = 1.89, 1.53 to 2.34, E-value = 2.43). This increased risk was more marked in women, in elderly, in patients with higher severity of COVID-19 and in patients receiving other COVID-19 drugs. Conclusions: In a large cohort of Italian patients hospitalized for COVID-19 in a real-life setting, the use of LPV/r treatment did not change death rate, while DRV/c was associated with increased mortality. Within the limits of an observational study, these data do not support the use of LPV/r or DRV/c in COVID-19 patients., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Di Castelnuovo, Costanzo, Antinori, Berselli, Blandi, Bonaccio, Bruno, Cauda, Gialluisi, Guaraldi, Menicanti, Mennuni, My, Parruti, Patti, Perlini, Santilli, Signorelli, Stefanini, Vergori, Ageno, Aiello, Agostoni, Al Moghazi, Arboretti, Aucella, Barbieri, Barchitta, Bartoloni, Bologna, Bonfanti, Caiano, Carrozzi, Cascio, Castiglione, Chiarito, Ciccullo, Cingolani, Cipollone, Colomba, Colombo, Crosta, Dalena, Dal Pra, Danzi, D'Ardes, de Gaetano Donati, Di Gennaro, Di Tano, D'Offizi, Filippini, Maria Fusco, Gaudiosi, Gentile, Gini, Grandone, Guarnieri, Lamanna, Larizza, Leone, Lio, Losito, Maccagni, Maitan, Mancarella, Manuele, Mapelli, Maragna, Marra, Maresca, Marotta, Mastroianni, Mazzitelli, Mengozzi, Menichetti, Milic, Minutolo, Molena, Mussinelli, Mussini, Musso, Odone, Olivieri, Pasi, Perroni, Petri, Pinchera, Pivato, Poletti, Ravaglia, Rossato, Rossi, Sabena, Salinaro, Sangiovanni, Sanrocco, Scorzolini, Sgariglia, Simeone, Spinicci, Trecarichi, Veronesi, Vettor, Vianello, Vinceti, Visconti, Vocciante, De Caterina, Iacoviello and The COVID-19 RISK and Treatments (CORIST) Collaboration.)

Published
2021
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24. Common cardiovascular risk factors and in-hospital mortality in 3,894 patients with COVID-19: survival analysis and machine learning-based findings from the multicentre Italian CORIST Study.

Author

Di Castelnuovo A, Bonaccio M, Costanzo S, Gialluisi A, Antinori A, Berselli N, Blandi L, Bruno R, Cauda R, Guaraldi G, My I, Menicanti L, Parruti G, Patti G, Perlini S, Santilli F, Signorelli C, Stefanini GG, Vergori A, Abdeddaim A, Ageno W, Agodi A, Agostoni P, Aiello L, Al Moghazi S, Aucella F, Barbieri G, Bartoloni A, Bologna C, Bonfanti P, Brancati S, Cacciatore F, Caiano L, Cannata F, Carrozzi L, Cascio A, Cingolani A, Cipollone F, Colomba C, Crisetti A, Crosta F, Danzi GB, D'Ardes D, de Gaetano Donati K, Di Gennaro F, Di Palma G, Di Tano G, Fantoni M, Filippini T, Fioretto P, Fusco FM, Gentile I, Grisafi L, Guarnieri G, Landi F, Larizza G, Leone A, Maccagni G, Maccarella S, Mapelli M, Maragna R, Marcucci R, Maresca G, Marotta C, Marra L, Mastroianni F, Mengozzi A, Menichetti F, Milic J, Murri R, Montineri A, Mussinelli R, Mussini C, Musso M, Odone A, Olivieri M, Pasi E, Petri F, Pinchera B, Pivato CA, Pizzi R, Poletti V, Raffaelli F, Ravaglia C, Righetti G, Rognoni A, Rossato M, Rossi M, Sabena A, Salinaro F, Sangiovanni V, Sanrocco C, Scarafino A, Scorzolini L, Sgariglia R, Simeone PG, Spinoni E, Torti C, Trecarichi EM, Vezzani F, Veronesi G, Vettor R, Vianello A, Vinceti M, De Caterina R, and Iacoviello L

Subjects
Adolescent, Adult, Age Factors, Aged, Aged, 80 and over, C-Reactive Protein analysis, COVID-19, Female, Glomerular Filtration Rate, Humans, Male, Middle Aged, Pandemics, Retrospective Studies, Risk Factors, SARS-CoV-2, Survival Analysis, Young Adult, Betacoronavirus, Cardiovascular Diseases etiology, Coronavirus Infections mortality, Hospital Mortality, Machine Learning, Pneumonia, Viral mortality
Abstract

Background and Aims: There is poor knowledge on characteristics, comorbidities and laboratory measures associated with risk for adverse outcomes and in-hospital mortality in European Countries. We aimed at identifying baseline characteristics predisposing COVID-19 patients to in-hospital death., Methods and Results: Retrospective observational study on 3894 patients with SARS-CoV-2 infection hospitalized from February 19th to May 23rd, 2020 and recruited in 30 clinical centres distributed throughout Italy. Machine learning (random forest)-based and Cox survival analysis. 61.7% of participants were men (median age 67 years), followed up for a median of 13 days. In-hospital mortality exhibited a geographical gradient, Northern Italian regions featuring more than twofold higher death rates as compared to Central/Southern areas (15.6% vs 6.4%, respectively). Machine learning analysis revealed that the most important features in death classification were impaired renal function, elevated C reactive protein and advanced age. These findings were confirmed by multivariable Cox survival analysis (hazard ratio (HR): 8.2; 95% confidence interval (CI) 4.6-14.7 for age ≥85 vs 18-44 y); HR = 4.7; 2.9-7.7 for estimated glomerular filtration rate levels <15 vs ≥ 90 mL/min/1.73 m 2 ; HR = 2.3; 1.5-3.6 for C-reactive protein levels ≥10 vs ≤ 3 mg/L). No relation was found with obesity, tobacco use, cardiovascular disease and related-comorbidities. The associations between these variables and mortality were substantially homogenous across all sub-groups analyses., Conclusions: Impaired renal function, elevated C-reactive protein and advanced age were major predictors of in-hospital death in a large cohort of unselected patients with COVID-19, admitted to 30 different clinical centres all over Italy., Competing Interests: Declaration of Competing Interest All Authors declare no competing interests., (Copyright © 2020 The Italian Diabetes Society, the Italian Society for the Study of Atherosclerosis, the Italian Society of Human Nutrition and the Department of Clinical Medicine and Surgery, Federico II University. Published by Elsevier B.V. All rights reserved.)

Published
2020
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25. The rubber hand illusion in a mirror.

Author

Bertamini M, Berselli N, Bode C, Lawson R, and Wong LT

Subjects
Body Image, Humans, Proprioception, Surveys and Questionnaires, Young Adult, Hand, Illusions psychology, Visual Perception
Abstract

In the rubber hand illusion (RHI) one's hand is hidden, and a fake hand is visible. We explored the situation in which visual information was available indirectly in a mirror. In the mirror condition, compared to the standard condition (fake hand visible directly), we found no reduction of the RHI following synchronised stimulation, as measured by crossmanual pointing and by a questionnaire. We replicated the finding with a smaller mirror that prevented visibility of the face. The RHI was eliminated when a wooden block replaced the fake hand, or when the hand belonged to another person or mannequin. We conclude that awareness of the reflection is the critical variable, despite the distant visual localisation of the hand in a mirror and the third-person perspective. Stimuli seen in a mirror activate the same response as stimuli seen in peripersonal space, through knowledge that they are near one's body., (Copyright © 2011 Elsevier Inc. All rights reserved.)

Published
2011
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