The early phase of the COVID-19 epidemic in Lombardy, Italy

被引:62
作者
Cereda, Danilo [1 ]
Manica, Mattia [2 ]
Tirani, Marcello [1 ,3 ]
Rovida, Francesca [4 ,5 ]
Demicheli, Vittorio [3 ]
Ajelli, Marco [6 ]
Poletti, Piero [2 ]
Trentini, Filippo [2 ,7 ,8 ]
Guzzetta, Giorgio [2 ]
Marziano, Valentina [2 ]
Piccarreta, Raffaella [7 ,8 ,9 ]
Barone, Antonio [10 ]
Magoni, Michele [11 ]
Deandrea, Silvia [12 ]
Diurno, Giulio [1 ]
Lombardo, Massimo [13 ]
Faccini, Marino [3 ]
Pan, Angelo [14 ]
Bruno, Raffaele [5 ,15 ]
Pariani, Elena [16 ]
Grasselli, Giacomo [17 ,18 ]
Piatti, Alessandra [1 ]
Gramegna, Maria [1 ]
Baldanti, Fausto [4 ,5 ]
Melegaro, Alessia [7 ,8 ,19 ]
Merler, Stefano [2 ]
机构
[1] Lombardy Reg, Directorate Gen Hlth, Piazza Citta Lombardia 1, I-20124 Milan, Italy
[2] Bruno Kessler Fdn, Ctr Hlth Emergencies, Trento, Italy
[3] Hlth Protect Agcy Metropolitan Area Milan, Milan, Italy
[4] Fdn IRCCS Policlin San Matteo, Mol Virol Unit, Pavia, Italy
[5] Univ Pavia, Dept Clin Surg Diagnost & Pediat Sci, Pavia, Italy
[6] Indiana Univ, Lab Computat Epidemiol & Publ Hlth, Sch Publ Hlth, Bloomington, IN USA
[7] Bocconi Univ, Carlo F Dondena Ctr Res Social Dynam & Publ Polic, Milan, Italy
[8] Bocconi Univ, CovidCrisisLab, Milan, Italy
[9] Bocconi Univ, Dept Decis Sci, Milan, Italy
[10] Reg Agcy Innovat & Procurement, Milan, Italy
[11] Hlth Protect Agcy Brescia, Epidemiol Unit, Brescia, Italy
[12] Hlth Protect Agcy Pavia, Dept Hyg & Prevent Med, Pavia, Italy
[13] ASST Lodi, Lodi, Italy
[14] ASST Cremona, Infect Dis Unit, Cremona, Italy
[15] Fdn IRCCS Policlin San Matteo, Infect Dis Unit, Pavia, Italy
[16] Univ Milan, Dept Biomed Sci Hlth, Milan, Italy
[17] Univ Milan, Dept Pathophysiol & Transplantat, Milan, Italy
[18] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Dept Anesthesia Intens Care & Emergency, Milan, Italy
[19] Bocconi Univ, Dept Social & Polit Sci, Milan, Italy
基金
欧洲研究理事会; 欧盟地平线“2020”;
关键词
COVID-19; SARS-CoV-2; Epidemiology; Transmission dynamics; Reproduction number; Coronavirus; Lombardy outbreak;
D O I
10.1016/j.epidem.2021.100528
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Background: In the night of February 20, 2020, the first epidemic of the novel coronavirus disease (COVID-19) outside Asia was uncovered by the identification of its first patient in Lombardy region, Italy. In the following weeks, Lombardy experienced a sudden increase in the number of ascertained infections and strict measures were imposed to contain the epidemic spread. Methods: We analyzed official records of cases occurred in Lombardy to characterize the epidemiology of SARSCoV-2 during the early phase of the outbreak. A line list of laboratory-confirmed cases was set up and later retrospectively consolidated, using standardized interviews to ascertained cases and their close contacts. We provide estimates of the serial interval, of the basic reproduction number, and of the temporal variation of the net reproduction number of SARS-CoV-2. Results: Epidemiological investigations detected over 500 cases (median age: 69, IQR: 57-78) before the first COVID-19 diagnosed patient (February 20, 2020), and suggested that SARS-CoV-2 was already circulating in at least 222 out of 1506 (14.7%) municipalities with sustained transmission across all the Lombardy provinces. We estimated the mean serial interval to be 6.6 days (95% CrI, 0.7-19). Our estimates of the basic reproduction number range from 2.6 in Pavia (95% CI, 2.1-3.2) to 3.3 in Milan (95% CI, 2.9-3.8). A decreasing trend in the net reproduction number was observed following the detection of the first case.
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页数:7
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共 18 条
  • [1] Genomic epidemiology of SARS-CoV-2 reveals multiple lineages and early spread of SARS-CoV-2 infections in Lombardy, Italy
    Alteri, Claudia
    Cento, Valeria
    Piralla, Antonio
    Costabile, Valentino
    Tallarita, Monica
    Colagrossi, Luna
    Renica, Silvia
    Giardina, Federica
    Novazzi, Federica
    Gaiarsa, Stefano
    Matarazzo, Elisa
    Antonello, Maria
    Vismara, Chiara
    Fumagalli, Roberto
    Epis, Oscar Massimiliano
    Puoti, Massimo
    Perno, Carlo Federico
    Baldanti, Fausto
    [J]. NATURE COMMUNICATIONS, 2021, 12 (01)
  • [2] Ebola Virus Disease in West Africa - The First 9 Months of the Epidemic and Forward Projections
    Aylward, Bruce
    Barboza, Philippe
    Bawo, Luke
    Bertherat, Eric
    Bilivogui, Pepe
    Blake, Isobel
    Brennan, Rick
    Briand, Sylvie
    Chakauya, Jethro Magwati
    Chitala, Kennedy
    Conteh, Roland M.
    Cori, Anne
    Croisier, Alice
    Dangou, Jean-Marie
    Diallo, Boubacar
    Donnelly, Christl A.
    Dye, Christopher
    Eckmanns, Tim
    Ferguson, Neil M.
    Formenty, Pierre
    Fuhrer, Caroline
    Fukuda, Keiji
    Garske, Tini
    Gasasira, Alex
    Gbanyan, Stephen
    Graaff, Peter
    Heleze, Emmanuel
    Jambai, Amara
    Jombart, Thibaut
    Kasolo, Francis
    Kadiobo, Albert Mbule
    Keita, Sakoba
    Kertesz, Daniel
    Kone, Moussa
    Lane, Chris
    Markoff, Jered
    Massaquoi, Moses
    Mills, Harriet
    Mulba, John Mike
    Musa, Emmanuel
    Myhre, Joel
    Nasidi, Abdusalam
    Nilles, Eric
    Nouvellet, Pierre
    Nshimirimana, Deo
    Nuttall, Isabelle
    Nyenswah, Tolbert
    Olu, Olushayo
    Pendergast, Scott
    Perea, William
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2014, 371 (16) : 1481 - 1495
  • [3] Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR (Publication with Expression of Concern)
    Corman, Victor M.
    Landt, Olfert
    Kaiser, Marco
    Molenkamp, Richard
    Meijer, Adam
    Chu, Daniel K. W.
    Bleicker, Tobias
    Bruenink, Sebastian
    Schneider, Julia
    Schmidt, Marie Luisa
    Mulders, Daphne G. J. C.
    Haagmans, Bart L.
    van der Veer, Bas
    van den Brink, Sharon
    Wijsman, Lisa
    Goderski, Gabriel
    Romette, Jean-Louis
    Ellis, Joanna
    Zambon, Maria
    Peiris, Malik
    Goossens, Herman
    Reusken, Chantal
    Koopmans, Marion P. G.
    Drosten, Christian
    [J]. EUROSURVEILLANCE, 2020, 25 (03) : 23 - 30
  • [4] No evidence of SARS-CoV-2 circulation in the framework of influenza surveillance between October 2019 and February 2020 in Lombardy, Italy
    Giardina, Federica
    Galli, Cristina
    Pellegrinelli, Laura
    Paolucci, Stefania
    Tallarita, Monica
    Pariani, Elena
    Piralla, Antonio
    Baldanti, Fausto
    [J]. TRAVEL MEDICINE AND INFECTIOUS DISEASE, 2021, 40
  • [5] Risk Factors Associated With Mortality Among Patients With COVID-19 in Intensive Care Units in Lombardy, Italy
    Grasselli, Giacomo
    Greco, Massimiliano
    Zanella, Alberto
    Albano, Giovanni
    Antonelli, Massimo
    Bellani, Giacomo
    Bonanomi, Ezio
    Cabrini, Luca
    Carlesso, Eleonora
    Castelli, Gianpaolo
    Cattaneo, Sergio
    Cereda, Danilo
    Colombo, Sergio
    Coluccello, Antonio
    Crescini, Giuseppe
    Molinari, Andrea Forastieri
    Foti, Giuseppe
    Fumagalli, Roberto
    Iotti, Giorgio Antonio
    Langer, Thomas
    Latronico, Nicola
    Lorini, Ferdinando Luca
    Mojoli, Francesco
    Natalini, Giuseppe
    Pessina, Carla Maria
    Ranieri, Vito Marco
    Rech, Roberto
    Scudeller, Luigia
    Rosano, Antonio
    Storti, Enrico
    Thompson, B. Taylor
    Tirani, Marcello
    Villani, Pier Giorgio
    Pesenti, Antonio
    Cecconi, Maurizio
    [J]. JAMA INTERNAL MEDICINE, 2020, 180 (10) : 1345 - 1355
  • [6] Critical Care Utilization for the COVID-19 Outbreak in Lombardy, Italy Early Experience and Forecast During an Emergency Response
    Grasselli, Giacomo
    Pesenti, Antonio
    Cecconi, Maurizio
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2020, 323 (16): : 1545 - 1546
  • [7] Potential short-term outcome of an uncontrolled COVID-19 epidemic in Lombardy, Italy, February to March 2020
    Guzzetta, Giorgio
    Poletti, Piero
    Ajelli, Marco
    Trentini, Filippo
    Marziano, Valentina
    Cereda, Danilo
    Tirani, Marcello
    Diurno, Giulio
    Bodina, Annalisa
    Barone, Antonio
    Crottogini, Lucia
    Gramegna, Maria
    Melegaro, Alessia
    Merler, Stefano
    [J]. EUROSURVEILLANCE, 2020, 25 (12) : 2 - 5
  • [8] Proportion of asymptomatic coronavirus disease 2019: A systematic review and meta-analysis
    He, Jingjing
    Guo, Yifei
    Mao, Richeng
    Zhang, Jiming
    [J]. JOURNAL OF MEDICAL VIROLOGY, 2021, 93 (02) : 820 - 830
  • [9] SARS-CoV-2 Transmission From People Without COVID-19 Symptoms
    Johansson, Michael A.
    Quandelacy, Talia M.
    Kada, Sarah
    Prasad, Pragati Venkata
    Steele, Molly
    Brooks, John T.
    Slayton, Rachel B.
    Biggerstaff, Matthew
    Butler, Jay C.
    [J]. JAMA NETWORK OPEN, 2021, 4 (01)
  • [10] Suppression of a SARS-CoV-2 outbreak in the Italian municipality of Vo'
    Lavezzo, Enrico
    Franchin, Elisa
    Ciavarella, Constanze
    Cuomo-Dannenburg, Gina
    Barzon, Luisa
    Del Vecchio, Claudia
    Rossi, Lucia
    Manganelli, Riccardo
    Loregian, Arianna
    Navarin, Nicolo
    Abate, Davide
    Sciro, Manuela
    Merigliano, Stefano
    De Canale, Ettore
    Vanuzzo, Maria Cristina
    Besutti, Valeria
    Saluzzo, Francesca
    Onelia, Francesco
    Pacenti, Monia
    Parisi, Saverio G.
    Carretta, Giovanni
    Donato, Daniele
    Flor, Luciano
    Cocchio, Silvia
    Masi, Giulia
    Sperduti, Alessandro
    Cattarino, Lorenzo
    Salvador, Renato
    Nicoletti, Michele
    Caldart, Federico
    Castelli, Gioele
    Nieddu, Eleonora
    Labella, Beatrice
    Fava, Ludovico
    Drigo, Matteo
    Gaythorpe, Katy A. M.
    Brazzale, Alessandra R.
    Toppo, Stefano
    Trevisan, Marta
    Baldo, Vincenzo
    Donnelly, Christl A.
    Ferguson, Neil M.
    Dorigatti, Ilaria
    Crisanti, Andrea
    [J]. NATURE, 2020, 584 (7821) : 425 - +