Spatial modes for transmission of chikungunya virus during a large chikungunya outbreak in Italy: a modeling analysis

Abstract Background The spatial spread of many mosquito-borne diseases occurs by focal spread at the scale of a few hundred meters and over longer distances due to human mobility. The relative contributions of different spatial scales for transmission of chikungunya virus require definition to impro...

Full description

Bibliographic Details
Main Authors: Giorgio Guzzetta, Francesco Vairo, Alessia Mammone, Simone Lanini, Piero Poletti, Mattia Manica, Roberto Rosa, Beniamino Caputo, Angelo Solimini, Alessandra Della Torre, Paola Scognamiglio, Alimuddin Zumla, Giuseppe Ippolito, Stefano Merler
Format: Article
Language:English
Published: BMC 2020-08-01
Series:BMC Medicine
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12916-020-01674-y
id doaj-ba733c24bcfd41e98e34f4af396379a1
record_format Article
spelling doaj-ba733c24bcfd41e98e34f4af396379a12020-11-25T03:10:22ZengBMCBMC Medicine1741-70152020-08-0118111010.1186/s12916-020-01674-ySpatial modes for transmission of chikungunya virus during a large chikungunya outbreak in Italy: a modeling analysisGiorgio Guzzetta0Francesco Vairo1Alessia Mammone2Simone Lanini3Piero Poletti4Mattia Manica5Roberto Rosa6Beniamino Caputo7Angelo Solimini8Alessandra Della Torre9Paola Scognamiglio10Alimuddin Zumla11Giuseppe Ippolito12Stefano Merler13Center for Information Technology, Fondazione Bruno KesslerNational Institute for Infectious Diseases “Lazzaro Spallanzani” IRCCSNational Institute for Infectious Diseases “Lazzaro Spallanzani” IRCCSNational Institute for Infectious Diseases “Lazzaro Spallanzani” IRCCSCenter for Information Technology, Fondazione Bruno KesslerCentro Agricoltura Alimenti e Ambiente, Università di TrentoCentro Agricoltura Alimenti e Ambiente, Università di TrentoDipartimento di Sanitá Pubblica e Malattie Infettive, Sapienza University of RomeDipartimento di Sanitá Pubblica e Malattie Infettive, Sapienza University of RomeDipartimento di Sanitá Pubblica e Malattie Infettive, Sapienza University of RomeNational Institute for Infectious Diseases “Lazzaro Spallanzani” IRCCSDivision of Infection and Immunity, Center for Clinical Microbiology, University College LondonNational Institute for Infectious Diseases “Lazzaro Spallanzani” IRCCSCenter for Information Technology, Fondazione Bruno KesslerAbstract Background The spatial spread of many mosquito-borne diseases occurs by focal spread at the scale of a few hundred meters and over longer distances due to human mobility. The relative contributions of different spatial scales for transmission of chikungunya virus require definition to improve outbreak vector control recommendations. Methods We analyzed data from a large chikungunya outbreak mediated by the mosquito Aedes albopictus in the Lazio region, Italy, consisting of 414 reported human cases between June and November 2017. Using dates of symptom onset, geographic coordinates of residence, and information from epidemiological questionnaires, we reconstructed transmission chains related to that outbreak. Results Focal spread (within 1 km) accounted for 54.9% of all cases, 15.8% were transmitted at a local scale (1–15 km) and the remaining 29.3% were exported from the main areas of chikungunya circulation in Lazio to longer distances such as Rome and other geographical areas. Seventy percent of focal infections (corresponding to 38% of the total 414 cases) were transmitted within a distance of 200 m (the buffer distance adopted by the national guidelines for insecticide spraying). Two main epidemic clusters were identified, with a radius expanding at a rate of 300–600 m per month. The majority of exported cases resulted in either sporadic or no further transmission in the region. Conclusions Evidence suggest that human mobility contributes to seeding a relevant number of secondary cases and new foci of transmission over several kilometers. Reactive vector control based on current guidelines might allow a significant number of secondary clusters in untreated areas, especially if the outbreak is not detected early. Existing policies and guidelines for control during outbreaks should recommend the prioritization of preventive measures in neighboring territories with known mobility flows to the main areas of transmission.http://link.springer.com/article/10.1186/s12916-020-01674-yChikungunyaTransmission chainSpatiotemporal spreadTransmission distance
collection DOAJ
language English
format Article
sources DOAJ
author Giorgio Guzzetta
Francesco Vairo
Alessia Mammone
Simone Lanini
Piero Poletti
Mattia Manica
Roberto Rosa
Beniamino Caputo
Angelo Solimini
Alessandra Della Torre
Paola Scognamiglio
Alimuddin Zumla
Giuseppe Ippolito
Stefano Merler
spellingShingle Giorgio Guzzetta
Francesco Vairo
Alessia Mammone
Simone Lanini
Piero Poletti
Mattia Manica
Roberto Rosa
Beniamino Caputo
Angelo Solimini
Alessandra Della Torre
Paola Scognamiglio
Alimuddin Zumla
Giuseppe Ippolito
Stefano Merler
Spatial modes for transmission of chikungunya virus during a large chikungunya outbreak in Italy: a modeling analysis
BMC Medicine
Chikungunya
Transmission chain
Spatiotemporal spread
Transmission distance
author_facet Giorgio Guzzetta
Francesco Vairo
Alessia Mammone
Simone Lanini
Piero Poletti
Mattia Manica
Roberto Rosa
Beniamino Caputo
Angelo Solimini
Alessandra Della Torre
Paola Scognamiglio
Alimuddin Zumla
Giuseppe Ippolito
Stefano Merler
author_sort Giorgio Guzzetta
title Spatial modes for transmission of chikungunya virus during a large chikungunya outbreak in Italy: a modeling analysis
title_short Spatial modes for transmission of chikungunya virus during a large chikungunya outbreak in Italy: a modeling analysis
title_full Spatial modes for transmission of chikungunya virus during a large chikungunya outbreak in Italy: a modeling analysis
title_fullStr Spatial modes for transmission of chikungunya virus during a large chikungunya outbreak in Italy: a modeling analysis
title_full_unstemmed Spatial modes for transmission of chikungunya virus during a large chikungunya outbreak in Italy: a modeling analysis
title_sort spatial modes for transmission of chikungunya virus during a large chikungunya outbreak in italy: a modeling analysis
publisher BMC
series BMC Medicine
issn 1741-7015
publishDate 2020-08-01
description Abstract Background The spatial spread of many mosquito-borne diseases occurs by focal spread at the scale of a few hundred meters and over longer distances due to human mobility. The relative contributions of different spatial scales for transmission of chikungunya virus require definition to improve outbreak vector control recommendations. Methods We analyzed data from a large chikungunya outbreak mediated by the mosquito Aedes albopictus in the Lazio region, Italy, consisting of 414 reported human cases between June and November 2017. Using dates of symptom onset, geographic coordinates of residence, and information from epidemiological questionnaires, we reconstructed transmission chains related to that outbreak. Results Focal spread (within 1 km) accounted for 54.9% of all cases, 15.8% were transmitted at a local scale (1–15 km) and the remaining 29.3% were exported from the main areas of chikungunya circulation in Lazio to longer distances such as Rome and other geographical areas. Seventy percent of focal infections (corresponding to 38% of the total 414 cases) were transmitted within a distance of 200 m (the buffer distance adopted by the national guidelines for insecticide spraying). Two main epidemic clusters were identified, with a radius expanding at a rate of 300–600 m per month. The majority of exported cases resulted in either sporadic or no further transmission in the region. Conclusions Evidence suggest that human mobility contributes to seeding a relevant number of secondary cases and new foci of transmission over several kilometers. Reactive vector control based on current guidelines might allow a significant number of secondary clusters in untreated areas, especially if the outbreak is not detected early. Existing policies and guidelines for control during outbreaks should recommend the prioritization of preventive measures in neighboring territories with known mobility flows to the main areas of transmission.
topic Chikungunya
Transmission chain
Spatiotemporal spread
Transmission distance
url http://link.springer.com/article/10.1186/s12916-020-01674-y
work_keys_str_mv AT giorgioguzzetta spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
AT francescovairo spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
AT alessiamammone spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
AT simonelanini spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
AT pieropoletti spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
AT mattiamanica spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
AT robertorosa spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
AT beniaminocaputo spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
AT angelosolimini spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
AT alessandradellatorre spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
AT paolascognamiglio spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
AT alimuddinzumla spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
AT giuseppeippolito spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
AT stefanomerler spatialmodesfortransmissionofchikungunyavirusduringalargechikungunyaoutbreakinitalyamodelinganalysis
_version_ 1724659079234715648