Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020

The COVID-19 pandemic that emerged in Wuhan China has generated substantial morbidity and mortality impact around the world during the last four months. The daily trend in reported cases has been rapidly rising in Latin America since March 2020 with the great majority of the cases reported in Brazil...

Full description

Bibliographic Details
Main Authors: César V. Munayco, Amna Tariq, Richard Rothenberg, Gabriela G. Soto-Cabezas, Mary F. Reyes, Andree Valle, Leonardo Rojas-Mezarina, César Cabezas, Manuel Loayza, Gerardo Chowell, Dante Castro Garro, Kevin Martel Vasquez, Edith Solis Castro, Isabel Sandoval Ordinola, Javier Masias Mimbela, Kely Meza Cornejo, Fabiola Caruajulca Quijano, Lenin La Torre Rosillo, Luis Ordoñez Ibarguen, Mario Vasquez Dominguez, Rommell Veintimilla Gonzalez Seminario, Martha Calderón Silva, Mayra Saavedra Dreyfus, Miguel Luna Pineda, Milagros Durand, Noemí Janampa, Jesus Chuquihuaccha, Susan Mateo Lizarbe, David Enriquez Cusi, Idania Mamani Pilco, Alex Jaramillo, Karina Vargas, Oswaldo Cabanillas, Juan Arrasco, María Vargas, Willy Ramos
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2020-01-01
Series:Infectious Disease Modelling
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2468042720300130
id doaj-8da0430fa5d94e4c98272f31282982a3
record_format Article
collection DOAJ
language English
format Article
sources DOAJ
author César V. Munayco
Amna Tariq
Richard Rothenberg
Gabriela G. Soto-Cabezas
Mary F. Reyes
Andree Valle
Leonardo Rojas-Mezarina
César Cabezas
Manuel Loayza
Gerardo Chowell
Dante Castro Garro
Kevin Martel Vasquez
Edith Solis Castro
Isabel Sandoval Ordinola
Javier Masias Mimbela
Kely Meza Cornejo
Fabiola Caruajulca Quijano
Lenin La Torre Rosillo
Luis Ordoñez Ibarguen
Mario Vasquez Dominguez
Rommell Veintimilla Gonzalez Seminario
Martha Calderón Silva
Mayra Saavedra Dreyfus
Miguel Luna Pineda
Milagros Durand
Noemí Janampa
Jesus Chuquihuaccha
Susan Mateo Lizarbe
David Enriquez Cusi
Idania Mamani Pilco
Alex Jaramillo
Karina Vargas
Oswaldo Cabanillas
Juan Arrasco
María Vargas
Willy Ramos
spellingShingle César V. Munayco
Amna Tariq
Richard Rothenberg
Gabriela G. Soto-Cabezas
Mary F. Reyes
Andree Valle
Leonardo Rojas-Mezarina
César Cabezas
Manuel Loayza
Gerardo Chowell
Dante Castro Garro
Kevin Martel Vasquez
Edith Solis Castro
Isabel Sandoval Ordinola
Javier Masias Mimbela
Kely Meza Cornejo
Fabiola Caruajulca Quijano
Lenin La Torre Rosillo
Luis Ordoñez Ibarguen
Mario Vasquez Dominguez
Rommell Veintimilla Gonzalez Seminario
Martha Calderón Silva
Mayra Saavedra Dreyfus
Miguel Luna Pineda
Milagros Durand
Noemí Janampa
Jesus Chuquihuaccha
Susan Mateo Lizarbe
David Enriquez Cusi
Idania Mamani Pilco
Alex Jaramillo
Karina Vargas
Oswaldo Cabanillas
Juan Arrasco
María Vargas
Willy Ramos
Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020
Infectious Disease Modelling
COVID-19
SARS-CoV-2
Transmission potential
Short-term forecast
Reproduction number
Generalized growth model
author_facet César V. Munayco
Amna Tariq
Richard Rothenberg
Gabriela G. Soto-Cabezas
Mary F. Reyes
Andree Valle
Leonardo Rojas-Mezarina
César Cabezas
Manuel Loayza
Gerardo Chowell
Dante Castro Garro
Kevin Martel Vasquez
Edith Solis Castro
Isabel Sandoval Ordinola
Javier Masias Mimbela
Kely Meza Cornejo
Fabiola Caruajulca Quijano
Lenin La Torre Rosillo
Luis Ordoñez Ibarguen
Mario Vasquez Dominguez
Rommell Veintimilla Gonzalez Seminario
Martha Calderón Silva
Mayra Saavedra Dreyfus
Miguel Luna Pineda
Milagros Durand
Noemí Janampa
Jesus Chuquihuaccha
Susan Mateo Lizarbe
David Enriquez Cusi
Idania Mamani Pilco
Alex Jaramillo
Karina Vargas
Oswaldo Cabanillas
Juan Arrasco
María Vargas
Willy Ramos
author_sort César V. Munayco
title Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020
title_short Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020
title_full Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020
title_fullStr Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020
title_full_unstemmed Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020
title_sort early transmission dynamics of covid-19 in a southern hemisphere setting: lima-peru: february 29th–march 30th, 2020
publisher KeAi Communications Co., Ltd.
series Infectious Disease Modelling
issn 2468-0427
publishDate 2020-01-01
description The COVID-19 pandemic that emerged in Wuhan China has generated substantial morbidity and mortality impact around the world during the last four months. The daily trend in reported cases has been rapidly rising in Latin America since March 2020 with the great majority of the cases reported in Brazil followed by Peru as of April 15th, 2020. Although Peru implemented a range of social distancing measures soon after the confirmation of its first case on March 6th, 2020, the daily number of new COVID-19 cases continues to accumulate in this country. We assessed the early COVID-19 transmission dynamics and the effect of social distancing interventions in Lima, Peru.We estimated the reproduction number, R, during the early transmission phase in Lima from the daily series of imported and autochthonous cases by the date of symptoms onset as of March 30th, 2020. We also assessed the effect of social distancing interventions in Lima by generating short-term forecasts grounded on the early transmission dynamics before interventions were put in place.Prior to the implementation of the social distancing measures in Lima, the local incidence curve by the date of symptoms onset displays near exponential growth dynamics with the mean scaling of growth parameter, p, estimated at 0.96 (95% CI: 0.87, 1.0) and the reproduction number at 2.3 (95% CI: 2.0, 2.5). Our analysis indicates that school closures and other social distancing interventions have helped slow down the spread of the novel coronavirus, with the nearly exponential growth trend shifting to an approximately linear growth trend soon after the broad scale social distancing interventions were put in place by the government.While the interventions appear to have slowed the transmission rate in Lima, the number of new COVID-19 cases continue to accumulate, highlighting the need to strengthen social distancing and active case finding efforts to mitigate disease transmission in the region.
topic COVID-19
SARS-CoV-2
Transmission potential
Short-term forecast
Reproduction number
Generalized growth model
url http://www.sciencedirect.com/science/article/pii/S2468042720300130
work_keys_str_mv AT cesarvmunayco earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT amnatariq earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT richardrothenberg earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT gabrielagsotocabezas earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT maryfreyes earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT andreevalle earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT leonardorojasmezarina earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT cesarcabezas earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT manuelloayza earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT gerardochowell earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT dantecastrogarro earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT kevinmartelvasquez earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT edithsoliscastro earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT isabelsandovalordinola earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT javiermasiasmimbela earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT kelymezacornejo earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT fabiolacaruajulcaquijano earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT leninlatorrerosillo earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT luisordonezibarguen earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT mariovasquezdominguez earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT rommellveintimillagonzalezseminario earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT marthacalderonsilva earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT mayrasaavedradreyfus earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT miguellunapineda earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT milagrosdurand earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT noemijanampa earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT jesuschuquihuaccha earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT susanmateolizarbe earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT davidenriquezcusi earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT idaniamamanipilco earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT alexjaramillo earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT karinavargas earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT oswaldocabanillas earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT juanarrasco earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT mariavargas earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
AT willyramos earlytransmissiondynamicsofcovid19inasouthernhemispheresettinglimaperufebruary29thmarch30th2020
_version_ 1721549402668007424
spelling doaj-8da0430fa5d94e4c98272f31282982a32021-04-02T19:10:14ZengKeAi Communications Co., Ltd.Infectious Disease Modelling2468-04272020-01-015338345Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020César V. Munayco0Amna Tariq1Richard Rothenberg2Gabriela G. Soto-Cabezas3Mary F. Reyes4Andree Valle5Leonardo Rojas-Mezarina6César Cabezas7Manuel Loayza8Gerardo Chowell9Dante Castro Garro10Kevin Martel Vasquez11Edith Solis Castro12Isabel Sandoval Ordinola13Javier Masias Mimbela14Kely Meza Cornejo15Fabiola Caruajulca Quijano16Lenin La Torre Rosillo17Luis Ordoñez Ibarguen18Mario Vasquez Dominguez19Rommell Veintimilla Gonzalez Seminario20Martha Calderón Silva21Mayra Saavedra Dreyfus22Miguel Luna Pineda23Milagros Durand24Noemí Janampa25Jesus Chuquihuaccha26Susan Mateo Lizarbe27David Enriquez Cusi28Idania Mamani Pilco29Alex Jaramillo30Karina Vargas31Oswaldo Cabanillas32Juan Arrasco33María Vargas34Willy Ramos35Centro Nacional de Epidemiología, Prevención y Control de Enfermedades, Peruvian Ministry of Health, Lima, PeruDepartment of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA, USA; Corresponding author. Department of Population Health Sciences, Georgia State University School of Public Health, Atlanta, GA, 30303, USA.Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA, USACentro Nacional de Epidemiología, Prevención y Control de Enfermedades, Peruvian Ministry of Health, Lima, PeruCentro Nacional de Epidemiología, Prevención y Control de Enfermedades, Peruvian Ministry of Health, Lima, PeruCentro Nacional de Epidemiología, Prevención y Control de Enfermedades, Peruvian Ministry of Health, Lima, PeruInstituto Nacional de Salud, Peruvian Ministry of Health, Lima, PeruInstituto Nacional de Salud, Peruvian Ministry of Health, Lima, PeruCentro Nacional de Epidemiología, Prevención y Control de Enfermedades, Peruvian Ministry of Health, Lima, PeruDepartment of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA, USAInvestigación Epidemiológica, PeruInvestigación Epidemiológica, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruAlerta-Respuesta, PeruAlerta-Respuesta, PeruVigilancia en Salud Pública, PeruInteligencia Sanitaria, PeruThe COVID-19 pandemic that emerged in Wuhan China has generated substantial morbidity and mortality impact around the world during the last four months. The daily trend in reported cases has been rapidly rising in Latin America since March 2020 with the great majority of the cases reported in Brazil followed by Peru as of April 15th, 2020. Although Peru implemented a range of social distancing measures soon after the confirmation of its first case on March 6th, 2020, the daily number of new COVID-19 cases continues to accumulate in this country. We assessed the early COVID-19 transmission dynamics and the effect of social distancing interventions in Lima, Peru.We estimated the reproduction number, R, during the early transmission phase in Lima from the daily series of imported and autochthonous cases by the date of symptoms onset as of March 30th, 2020. We also assessed the effect of social distancing interventions in Lima by generating short-term forecasts grounded on the early transmission dynamics before interventions were put in place.Prior to the implementation of the social distancing measures in Lima, the local incidence curve by the date of symptoms onset displays near exponential growth dynamics with the mean scaling of growth parameter, p, estimated at 0.96 (95% CI: 0.87, 1.0) and the reproduction number at 2.3 (95% CI: 2.0, 2.5). Our analysis indicates that school closures and other social distancing interventions have helped slow down the spread of the novel coronavirus, with the nearly exponential growth trend shifting to an approximately linear growth trend soon after the broad scale social distancing interventions were put in place by the government.While the interventions appear to have slowed the transmission rate in Lima, the number of new COVID-19 cases continue to accumulate, highlighting the need to strengthen social distancing and active case finding efforts to mitigate disease transmission in the region.http://www.sciencedirect.com/science/article/pii/S2468042720300130COVID-19SARS-CoV-2Transmission potentialShort-term forecastReproduction numberGeneralized growth model